Bacterial infections such as Escherichia coli and necrotic enteritis (NE) caused by Clostridium perfringens (CP) are responsible for significant economic losses in the broiler chicken industry. Our previous studies have involved trying to develop alternatives to antimicrobials and immunoprotective agents to such pathogens. Previously, we demonstrated that delivery of a single dose of oligodeoxynucleotides containing unmethylated cytosine-phosphodiester-guanine motifs (CpG-ODN) can promote antimicrobial immunity against yolk sac infections caused by E. coli and Salmonella by enriching immune compartments and activating immune cells. Recently, we have demonstrated delivery of CpG-ODN twice by the intramuscular (IM) route in neonatal broiler chickens at Days 1 and 4 of age to induce trained immunity and protect against lethal E. coli septicemia later in the grow-out period. The objectives of this study were to explore the ability of CpG-ODN to induce trained immunity in broiler chickens (1) by administering CpG-ODN by the in ovo route and intrapulmonary (IPL) route at hatch and (2) by administering CpG-ODN by the in ovo route and IPL delivery of a CP vaccine at hatch to protect against E. coli infections. Intramuscular (IM) delivery of CpG-ODN twice at Days 1 and 4 of age in neonatal broiler chickens induced trained immunity to protect against NE. Induction of trained immunity in broiler chickens led to a switch in cellular energy metabolism of immune cells from glycolysis to mitochondrial oxidative phosphorylation (OXPHOS) following two administrations of CpG-ODN. We have also demonstrated that delivery of CpG-ODN by the in ovo route followed by delivery of a live CP vaccine by the IPL route at hatch induced trained immunity and significantly (P < 0.0001) protected birds against E. coli septicemia at 27 days of age. Trained immunity was induced in broiler chickens only with administrations of CpG-ODN by the in ovo route followed by the IPL route at hatch or in ovo delivery of CpG-ODN followed by IPL delivery of a live CP vaccine at hatch. These birds were significantly (P < 0.0001) protected against lethal E. coli septicemia and NE later in the production cycle, demonstrating the utility of CpG-ODN for induction of trained immunity and broad-spectrum protection of broiler chickens against common lethal bacterial infections.

Inducción de inmunidad entrenada en pollos de engorde mediante la combinación de la administración in ovo de oligodesoxinucleótidos con motivos CpG y la administración intrapulmonar de una vacuna viva contra Clostridium perfringens al nacer para proteger contra la septicemia por Escherichia coli en etapas posteriores del crecimiento.

Las infecciones bacterianas, como la causada por Escherichia coli y la enteritis necrótica (EN) por Clostridium perfringens (CP), son responsables de importantes pérdidas económicas en la industria avícola. Nuestros estudios previos se han centrado en desarrollar alternativas a los antimicrobianos y agentes inmunoprotectores contra estos patógenos. Previamente, demostramos que la administración de una dosis única de oligodesoxinucleótidos con motivos de citosina-fosfodiéster-guanina no metilados (CpG-ODN) puede promover la inmunidad antimicrobiana contra las infecciones del saco vitelino causadas por E. coli y Salmonella, enriqueciendo los compartimentos inmunitarios y activando las células inmunitarias. Recientemente, hemos demostrado la administración de CpG-ODN dos veces por vía intramuscular (IM) en pollos de engorde neonatos en los días 1 y 4 de edad para inducir inmunidad entrenada y proteger más tarde contra la septicemia letal por E. coli en el período de crecimiento. Los objetivos de este estudio fueron explorar la capacidad de CpG-ODN para inducir inmunidad entrenada en pollos de engorde (1) mediante la administración de CpG-ODN por vía in ovo e intrapulmonar (IPL) en la eclosión y (2) mediante la administración de CpG-ODN por vía in ovo y administración intrapulmonar de una vacuna C. perfringens en la eclosión para proteger contra infecciones por E. coli. La administración intramuscular (IM) de CpG-ODN dos veces en los días 1 y 4 de edad en pollos de engorde neonatos indujo inmunidad entrenada para proteger contra enteritis necrótica. La inducción de inmunidad entrenada en pollos de engorde provocó un cambio en el metabolismo energético celular de las células inmunitarias, de la glucólisis a la fosforilación oxidativa mitocondrial (OXPHOS), tras dos administraciones de CpG-ODN. También hemos demostrado que la administración de CpG-ODN por vía in ovo, seguida de la administración de una vacuna viva de C. perfringens por vía intrapulmonar en la eclosión, indujo inmunidad entrenada y protegió significativamente (P < 0.0001) a las aves contra la septicemia por E. coli a los 27 días de edad. La inmunidad entrenada se indujo en pollos de engorde únicamente con administraciones de CpG-ODN por vía in ovo, seguida de la vía intrapulmonar a la eclosión, o bien con la administración in ovo de CpG-ODN seguida de la administración de una vacuna viva de C. perfringens por vía intrapulmonar en la eclosión. Estas aves estuvieron significativamente (P < 0.0001) protegidas contra la septicemia letal por E. coli y la enteritis necrótica más tarde en el ciclo de producción, lo que demuestra la utilidad de CpG-ODN para la inducción de inmunidad entrenada y protección de amplio espectro de pollos de engorde contra infecciones bacterianas letales comunes.

Emergence of antimicrobial-resistant (AMR) strains of bacteria due to antimicrobial use (AMU) in food animal production has become a global threat on one health (1). The chicken industry is exploring AMU reduction strategies to control AMR development. Nevertheless, it has been shown that the reduction of prophylactic antibiotic use has led to a substantial increase in therapeutic antibiotic use in the poultry industry (2). Therefore, the poultry industry urgently needs alternatives to antibiotics to prevent bacterial diseases. Evolutionary conserved molecules or structures called pathogen-associated molecular patterns (PAMPs) presented by infectious microorganisms recognized by toll-like receptors (TLRs) are among the most broadly studied classes of pattern-recognition receptors (3). Oligodeoxynucleotides containing unmethylated cytosine-phosphodiester-guanine motifs (CpG-ODN) mimic bacterial DNA and act as a PAMP, which is recognized by TLR-9 in mammals (4) and TLR-21 in chickens (5). Upon internalization by target cells, synthetic CpG-ODNs can induce protective immunity against bacterial and viral agents (6,7). The immunostimulatory effect of CpG-ODN has been proven in many species, including mice (8), humans (9), and chickens (10). Our group has been pioneers in studying the immunomodulatory properties of CpG-ODN in chickens against Escherichia coli and Salmonella Typhimurium septicemia in neonatal chickens by different delivery routes such as in ovo, intramuscular (IM) and intrapulmonary (IPL). We have also demonstrated that administration of a single dose of CpG-ODN can protect chicks from lethal septicemia as an alternative to antibiotics (10,11,12,13,14,15). In ovo delivery of CpG-ODN induced T-helper (Th)1 cytokines (interferons), Th2 cytokine, interleukin (IL) -4, and regulatory cytokine IL-10 types of response, hence suggesting that CpG-ODN in chickens can be used as modulator of both Th1 and Th2 types of cytokines, particularly in lungs (16). It was demonstrated that enhanced expression of pro-inflammatory cytokines, IL-1β, IL-6, IL-18, and tumor necrosis factor (TNF) -α in lungs and spleen following in ovo delivery of CpG-ODN suggested that CpG-ODN promotes inflammatory responses in chickens. Therefore, in ovo delivery of CpG-ODN enriches immunological niches in the immature immune system of the chicken embryo so that pathogenic insults can be tolerated more efficiently at hatch (16). We have also demonstrated the enrichment and maturation of immune cells in different immune compartments, such as the lungs and spleens of neonatal chicks, by delivering CpG-ODN by the IPL route under laboratory and field conditions (14,15).

Among bacterial infections, E. coli infections in neonatal broiler chicks cause a variety of disease syndromes, including yolk-sac infection, omphalitis, respiratory tract infection, and septicemia (17). Escherichia coli infections in neonatal poultry are characterized by acute septicemia resulting in death, and subacute infection resulting in pericarditis, airsacculitis, and perihepatitis (17,18). Many E. coli isolates commonly associated with commercial broiler chickens belong to serogroups O1, O2, and O78 (19,20).

Necrotic enteritis (NE), caused by Clostridium perfringens (CP), is an economically important disease associated with the intestinal tract of broiler chickens (21). Mortality rates caused by CP range from 2% to 50%, leading to production and economic losses associated with poor weight gain and increased feed conversion ratio, in addition to increased mortality (21). Approximately $6 billion USD annual production losses are associated with NE globally (22). Different endotoxins produced during CP proliferation in the intestines are responsible for intestinal necrosis and peracute death of birds (23).

Although the respiratory and intestinal mucosal systems have considerable variations in terms of functional role, they do share anatomical similarities (24,25). Substantial evidence suggests the existence of a two-way interaction between the respiratory and intestinal mucosal immune systems. This crosstalk is referred to as the gut–lung axis (GLA) (26). The GLA results from a complex interaction between the different microbial products such as short chain fatty acids, antimicrobial peptides, lipopolysaccharides, migrating immune cells (lymphocytes, dendritic cells [DCs] and macrophages) and interactions of these molecules and immune cells with the respective microbiome of the intestine and lungs. It was demonstrated in a mouse model that DCs of the lung were capable of inducing migration of protective T cells to the gastrointestinal tract from the lungs and produce gut immunity against a highly pathogenic strain of Salmonella Typhimurium by intranasal immunization (27). We have recently demonstrated that delivery of a live CP vaccine at hatch with no booster vaccine by the IPL route protected broiler chickens against NE at a significant level against heterologous isolates of CP (28).

Infectious bursal disease (IBD), also known as Gumboro disease, is a highly contagious and immunosuppressive disease of young broiler chickens caused by IBD virus (IBDV) which is responsible for major economic losses in the poultry industry worldwide (29). Most IBDV strains circulating in broiler chickens in Canada are variant IBDV (varIBDV) strains. Among them, varIBDV SK09 is the most common strain circulating in the broiler chicken industry in Canada (30).

Innate immunity is crucial as the initial line of defense against infectious pathogens. It actively restricts the early proliferation and spread of these pathogens within the body (31). Recent advancements in research have observed emerging evidence of innate immune memory or trained immunity after vaccination and infection in innate immune cells exhibiting long-term changes in their functional programs in mice (32,33), and humans (34,35). Innate immune cells, like monocytes, macrophages, and natural killer cells, undergo profound changes that lead to increased responsiveness upon secondary stimulation by microbial pathogens, enhanced production of inflammatory mediators, and the increased ability to eliminate infection without specificity (36). Trained immunity is based on nonpermeant genetic changes such as epigenetic reprogramming, histone modifications, DNA methylation, or modulation of microRNA and long noncoding RNA expression as well metabolic reprogramming (36). These changes lead to transcriptional programs that rewire the intracellular immune signaling of innate immune cells. Shift of cellular metabolism between oxidative phosphorylation (OXPHOS) and cellular glycolysis in order to enhance immune cell functions to defeat pathogens also has been recognized (37). IL-1 signaling plays an essential role in the induction of trained immunity. There is compelling evidence regarding trained immunity in mice (36,38,39) and humans (40,41). A recent study in mice demonstrated protection against pulmonary tuberculosis, Candida albicans, and Schistosoma mansoni infections following Bacillus Calmette-Guérin (BCG) vaccination (33). Recently, we have demonstrated the proof of concept that delivering CpG-ODN twice by the IM route in neonatal broiler chickens at Days 1 and 4 of age can induce trained immunity and protect against lethal E. coli infections later in life (42). Therefore, the objectives of this study were to explore the ability of CpG-ODN to induce trained immunity in broiler chickens (1) by administering CpG-ODN by the in ovo and IPL routes; and (2) by administering CpG-ODN by the in ovo route and IPL delivery of a CP vaccine at hatch to evaluate nonspecific protection of chickens against E. coli challenge.

Housing and maintenance of experimental chicken

Broiler hatching eggs were obtained from a Ross 308 broiler breeder flock and maintained at the Animal Care Unit (ACU), Western College of Veterinary Medicine (WCVM), University of Saskatchewan, Canada. Following hatch, water and commercial broiler starter ration were provided ad libitum. Air from each room was exhausted through a HEPA filter, and non-recirculated intake air was provided at a rate of 15–20 air changes/hour. Air pressure differentials and strict sanitation were maintained in this isolation facility. Broiler chicks were raised at 32 C for the first 7 days of life, after that, the temperature was decreased by 0.5 C per day until a room temperature reached 27.5 C. Light (30 lux) was provided for 24 hr/day during Days 0–2 posthatch. Darkness was introduced at 3 days posthatch with 1 hr of darkness added daily until 4 hr of darkness per day was achieved.

Synthetic CpG-ODN

The sequence of Class B CpG-ODN2007 used in all animal experiments was 5′-TCGTCGTTGTCGTTTTGTCGTT-3′ (free of endotoxin) as previously described (11). CpG-ODN was synthesized with a modified phosphorothioate backbone (Operon Biotechnologies, Inc., Huntsville, AL, USA). CpG-ODN was diluted in sterile pyrogen-free phosphate-buffered saline (PBS). Each embryonating broiler hatching egg at Day 18 of incubation or neonatal broiler chicken received CpG-ODN (50 μg/egg) (11) in a total volume of 100 μl by the in ovo route, intramuscular route (IM; 50 μg/bird) (10) or IPL route (50 μg/bird) (15). The control group received saline by the IM, in ovo, and IPL routes.

Escherichia coli challenge preparation and animal model

The E. coli challenge preparation was conducted as previously described (11,43). The E. coli strain was isolated from a turkey with septicemia; the bacterium belongs to serogroup O2 and is a nonhemolytic, serum-resistant, produced aerobactin with a contained K1 capsule and type 1 pili. Briefly, E. coli was cultured for 18–24 hr at 37 C on 5% Columbia sheep blood agar (Becton, Dickinson and Company, Franklin Lakes, New Jersey, USA). A single colony of bacteria from the agar plate was added to 100 ml of Luria broth in a 250-ml Erlenmeyer flask. The culture was grown at 37 C for 16–18 hr, shaking at 150 rpm. After incubation, the cultures contained approximately 1 × 109 colony forming units (CFU)/ml of stationary phase of bacteria. These were further diluted in sterile saline to the concentration of bacteria required in the challenge experiments. The E. coli challenge was conducted with 1 × 106 CFU/bird and 1 × 107 CFU/bird of bacteria in a total volume of 250 μl of saline, subcutaneously (SC) in the neck (44,45). Mortality, cumulative clinical score (CCS), and bacterial load in the air sac were recorded over 7 days postchallenge. Clinical scoring and bacterial load from the air sac were measured as described above. Clinical signs and a daily CCS were assigned to each bird as previously described (36): 0 = normal; 0.5 = slightly abnormal appearance, slow to move; 1 = depressed, reluctant to move; 1.5 = reluctant to move, may take a drink and peck; 2 = unable to stand or reach for food or water; and 3 = found dead. Chicks with a clinical score of 2 were euthanized by cervical dislocation. A CCS was given at the end of the trial, with each bird given a sum of daily clinical scores, as previously described (13). Dead or euthanized chicks were necropsied immediately. All remaining birds were euthanized at 7 days postchallenge. Swabs were taken from the air sacs, and a semiquantitative estimate of bacteria isolation was conducted on 5% Columbia sheep blood agar by the quadrant streaking method. Bacterial growth on these cultures was recorded from 0 to 4+, where 0 = no growth or few = less than 5 colonies; 1+ = growth of bacteria on quadrant 1; 2+ = growth of bacteria on quadrants 1 and 2; 3+ = growth of bacteria on quadrants 1, 2, and 3; and 4+ = growth of bacteria on all quadrants 1–4 as reported previously (46).

CP culture preparation for intrapulmonary (IPL) vaccine and animal model

In this study, a well-established animal model of NE was used (47). Briefly, day-old broiler chickens were fed a commercial raised without antibiotics (RWA) broiler starter ration containing 20% protein (Farm ChoiceTM RWA, Masterfeeds, Canada) until 18 days of age followed by feed withdrawal at 19 days of age. Then at 20 days of age, the diet was abruptly changed to a new feed ration containing 25% RWA turkey starter (MasterFeeds, Canada) and 38% poultry supplement (MasterFeeds, Canada) at a 1:3 ratio to obtain a ration containing 28% protein. In order to challenge broilers with CP, broilers were fed the 28% protein ration containing a fluid thioglycolate (FTG) -grown, clinical isolate of CP with cpa, netB, cpb2, and tpeL toxin genes. Briefly, a single colony was individually transferred to cooked meat broth media (CMM, Sigma-Aldrich, Canada) and incubated at 37 C for 24 hr, under anaerobic conditions. Ten milliliters of cultured CMM broth was diluted with 490 ml of CMM (dilution factor 50; v/v) and incubated for 24 hr at 37 C. Subsequently, the CMM culture was used to inoculate FTG (Sigma-Aldrich; 3% [v/v]) and incubated anaerobically at 37 C for 15–16 hr and 1 × 109 CFU/bird was used to challenge broilers at 20, 21, and 22 days of age as previously described (47). Chickens were observed for clinical signs and mortality three times per day until the termination of the experiment at 23 days of age. At termination of the trial, birds were euthanized and the entire length of the intestine (duodenum, jejunum, and ileum) were examined for macroscopic lesions of NE. Samples for histopathology were collected in 10% neutral buffered formalin and stained with hematoxylin and eosin (47). Histopathological intestinal lesions were scored as 0 = no lesions/healthy mucosa; 1 = focal necrosis of intestinal villi, acute; 2 = necrosis of intestinal villi, multifocal to coalescing, acute; and 3 = diffuse, necrosis of intestinal villi, acute, severe in all the birds (47). To prepare the live CP vaccine for IPL delivery at the day of hatch, the bacterial culture was centrifuged at 4000 rpm for 20 min to obtain a bacterial pellet. The bacterial pellet was washed twice with PBS (pH 7.4, 0.01M), suspended in 10% sucrose at a ratio of 1:1 and lyophilized overnight at −80 C (Labconco Freeze Dry System Freezone 2.5). After lyophilization, CP was stored at 4 C. At the time of IPL delivery, live lyophilized CP (1 × 108 CFU/bird) was mixed in sterile 0.9% saline and aerosolized as 0.5-μm microdroplets using a compressor nebulizer (705-470; AMG Medical Inc., Montreal, QC, Canada) as previously described (15).

An inactivated CP booster was administered by the SC route at 10 days of age. Briefly, to prepare the inactivated CP booster vaccine, the CP (1 × 108 CFU/bird) culture was mixed with 0.04% formaldehyde and incubated at 37 C aerobically overnight. To ensure inactivation of the bacteria, 100 μl of culture was plated on 5% Columbia sheep blood agar and incubated anaerobically for 18–24 hr. Then, the inactivated CP (1 × 108 CFU/bird) was formulated with CpG-ODN2007 as an adjuvant (10 μg/bird; Operon Biotechnologies, Inc., Huntsville, AL).

Variant IBDV propagation and challenge preparation

Variant IBDV (varIBDV) SK09, the most prevalent varIBDV in the broiler chicken industry in Canada, was used as the challenge isolate (44,48). The vIBDV SK09 was propagated in specific-pathogen free (SPF) birds by oral administration as described previously (49). Briefly, the bursa of Fabricius (BF) from the SPF birds were collected 3 days following oral administration of varIBDV SK09. Then, BF was homogenized to obtain varIBDV stock containing 40% (w/v) suspension in sterile saline. The viral stocks were examined by qPCR to ensure that stocks are free from other avian pathogens. The varIBDV stocks were titrated in SPF embryos, and the egg infectious dose (EID50) was determined according to the Reed–Muench method (50). Neonatal broiler chickens were infected with varIBDV SK09 at 6 days of age of by the oral route. Each broiler chicken received 3 × 103 EID50 of varIBDV SK09 as previously described (51).

Seahorse extracellular flux analysis (XFp) assay using peripheral blood mononuclear cells (PBMC)

Real-time live cell analysis of glycolysis based on extracellular acidification rate (ECAR) and mitochondrial oxidative phosphorylation (OXPHOS) based on the oxygen consumption rate (OCR) were quantified using the Seahorse XFp Analyzer (Agilent Technologies, Santa Clara, CA, USA) as previously described (42). Briefly, XFp culture plates were coated with 50 μl poly-d lysine in distilled water (1:8) and incubated at 4 C for 24 hr and sensor cartridges were hydrated overnight with 200 μl XF calibrant fluid in wells and 400 μl in each moat at 37 C without CO2. XF calibrant fluid and Roswell Park Memorial Institute (RPMI) culture media were incubated overnight at 37 C without CO2. On the day of the experiment, peripheral blood samples were collected into heparinized tubes from the wing vein using 21-gauge, 1-in. hypodermic needle. Heparinized blood was mixed with same volume of PBS (pH = 7.4) and layered on 3 ml Histopaque 1077® (Sigma Aldrich) and centrifuged for 20 min at 560 × g at 20 C to collect peripheral blood mononuclear cells (PBMC). The PBMC layer was collected gently and washed with 5 ml pre-warmed RPMI and spun at 300 × g for 5 min at 20 C. The supernatant was discarded, and the washing step was repeated. The PBMC pellet was re-suspended in 2–3 ml of RPMI and the live cells were counted using trypan blue. Cells from six birds (n = 6) at 1.5 × 105 cells in 50 μl were added to each well. Then plates were spun for 2 min at 300 × g at 20 C. Then 130 μl of RPMI was added to each well, total volume 180 μl and the plate was incubated for 60 min at 37 C, without CO2.

Mitochondrial stress assay

Mitochondrial stress assay was performed as previously described (42). Briefly, Seahorse XFp cell culture medium was prepared using RPMI 1640 XF RPMI Medium pH 7.4 (with 1 mM 2-[4-(2-hydroxyethyl)piperazin-1-yl]ethanesulfonic acid (HEPES), without phenol red, glucose, pyruvate, and l-glutamine), 1 mM pyruvate, 2 mM l-glutamine, and 10 mM glucose (Seahorse, Agilent). Four ports of the XFp cartridge were loaded with different reagents. (a) Twenty microliters of oligomycin (1.5 μM/well) was added into Port A, which inhibits mitochondrial OXPHOS based on the OCR (ATP synthase inhibitor) to shift cellular energy production toward glycolysis (i.e., ECAR values increase). (b) Twenty-two microliters of carbonyl cyanide p-(tri-fluromethoxy)phenyl-hydrazone (FCCP; 2.5 μM/well) was added to Port B to depolarize the mitochondrial membrane to increase oxygen consumption (i.e., OCR values increase, cells achieve maximal ECAR). (c) Twenty-five microliters of rotenone/antimycin A (Rot/AA) mixture (0.5 μM/well) was added in Port C to inhibit complex 1 and 3 of electron transport chain of the mitochondrial respiration. (d) Port D was loaded with culture media.

Glycolytic rate assay

The assay procedure was similar to mitochondrial stress assay, except the cell culture media was prepared without glucose (only RPMI 1640 and phenol red-free) + pyruvate (1 mM) + (2 mM) l-glutamine solution: (a) 20 μl of glucose (10 mM/well) was added to Port A to stimulate aerobic glycolysis; (b) 22 μl of phorbol 12-myristate 13-acetate (2.5 ng/ml/well) was added specifically to activate protein kinase C; nuclear factor-kappa was added to Port B to reach the highest glycolytic capacity (ECAR); (c) 25 μl of Rot/AA (0.5 μM/well) was added to Port C; (d) 27 μl of 2-deoxy-d-glucose (2-DG; 50 mM/well) was added into Port D to inhibit cellular glycolysis competitively, as previously described (42).

Magnetic activated cell sorting (MACS) for mitochondrial stress assay

This assay was conducted as previously described (52). Briefly, blood samples (3–4 ml/bird) were collected into heparinized tubes from the brachial vein using a 21-gauge, 1-in. hypodermic needle. Blood samples were mixed with the same volume (1:1) of 4 ml of PBS with 1% penicillin-streptomycin (Thermo Fisher Scientific Inc., Waltham, MA, USA) and layered on 3 ml Histopaque 1077® and centrifuged for 20 min at 560 × g at 20 C to collect the PBMC layer. The PBMC layer was collected in a new 15-ml centrifuge tube and washed three times with MACS buffer prepared using PBS supplemented with 0.5% bovine serum albumin (Sigma Aldrich) and 2 mM disodium ethylenediaminetetraacetate dehydrate (Sigma Aldrich). Live cells were counted using trypan blue. Monocytes at the concentration of 1 × 105 cells were resuspended in MACS buffer. MACS was performed according to the manufacturer’s instructions (Miltenyl Biotec Inc., San Diego, CA). Monocytes were stained with mouse anti-chicken monocyte/macrophage-PE (KUL01) and incubated for 20 min on ice in the dark. Then, cells were washed twice with 10 ml of MACS buffer and centrifuged at 300 × g at 4 C for 10 min. After washing, the cell pellet was resuspended in the MACS buffer. Anti-PE microbeads (Miltenyi Biotec, Auburn, CA, USA) were added into tubes and incubated for 15 min on ice in the dark. The washing step was repeated with 10 ml of MACS buffer and cells were resuspended in MACS buffer. OctoMACS™ separator and MS columns (Miltenyi Biotec) were used to sort monocytes. The number and viability of sorted cells after sorting were determined using a hemacytometer and a trypan blue exclusion method. Live and dead cells were confirmed using 7-amino-actinomycin D dye, followed by incubation for 20 min at 4 C. Cells were washed three times and resuspended in ∼300 μl of flow cytometric buffer (PBS containing 2% fetal bovine serum). Samples were processed for flow cytometric analysis. Cells were gated based on a forward and side scatter. Fluorescence minus one control was used to identify and gate positive populations. Flow cytometry data were acquired by Cytoflex Flow Cytometer (Beckman Coulter, Carlsbad, CA). FlowJo (Tree Star, Ashland, OR, USA) software was used to analyze data.

Cytokine gene expression, RNA extraction, cDNA synthesis, and real-time quantitative (RT-qPCR)

Expression of mRNA of IL-1β and TNF-α cytokine genes in the isolated peripheral monocyte/macrophages were measured. RNA was extracted according to the manufacturer's instructions using RNeasy Kit (mini; QIAGEN, Toronto, Ontario, Canada,). The RNA concentration was calculated by NanoDrop® ND-1000 spectrophotometry. cDNA was synthesized from DNase-treated RNA (monocyte/macrophages 60 ng of RNA) using QuantiTect Reverse Transcription Kit (QIAGEN) and Quantiscript Reverse Transcriptase (QIAGEN) according to the manufacturer’s instructions.

Diluted cDNA at 1:2 (monocyte/macrophage samples) in nuclease-free water was used in a RT-PCR to evaluate host gene cytokine expressions. RT-qPCR was conducted using the BioRad CFX96 (Bio-Rad Laboratories Ltd, ON, Canada) and iTaq™ Universal SYBR® Green Supermix (Bio-Rad Laboratories). Primers mentioned in Table 1 were used for qPCR analysis. The primers were synthesized by Integrated DNA Technologies (IDT, Coralville, IA). The relative expression of target genes was calculated using BioRad CFXmaestro software in relation to chicken β-actin.

Experimental design

(A) Cellular glycolysis and mitochondrial OXPHOS capacity of PBMC in broiler chickens protected against NE following vaccination with live CP vaccine by the IPL route at hatch following in ovo delivery of CpG-ODN and boosted with inactivated CP adjuvanted with CpG-ODN.

This experiment was conducted to investigate the effect of in ovo delivery of CpG-ODN (50 μg/egg) on cellular glycolysis and mitochondrial OXPHOS capacity of PBMC in broiler chickens vaccinated with live CP by the IPL route at hatch and boosted by the SC route at 10 days of age with inactivated CP adjuvanted with CpG-ODN (10 μg/bird). Metabolic output was measured at 1 (11 days of age) and 19 days (29 days of age) post-CP booster vaccination. Fertile broiler eggs were incubated at the ACU and randomly assigned (n = 35/group) to treatment groups: (1) in ovo CpG-ODN + live CP vaccine by the IPL route + booster, (2) in ovo saline + live CP by the IPL route + booster, (3) in ovo saline + no CP vaccine. CP challenge was conducted at 20 days of age for three consecutive days, and pathology of the intestines was scored at 23 days of age. Additional birds from each group (n = 6) were not challenged with CP were performed with cellular glycolysis and mitochondrial OXPHOS at 11 and 29 days of age as a longitudinal study.

The foregoing experiment was repeated with groups of birds to explore the effect of in ovo delivery of CpG-ODN (50 μg/egg) as a control group to compare groups vaccinated at hatch with live CP on cellular glycolysis and mitochondrial OXPHOS capacity of PBMC following booster vaccination at 10 days of age with inactivated CP adjuvanted with CpG-ODN (10 μg/bird). Fertile broiler eggs were incubated at the ACU and randomly assigned (n = 35/group): (1) in ovo CpG-ODN + live CP vaccine by the IPL route + booster; (2) in ovo saline + live CP vaccine by the IPL route + booster; (3) in ovo CpG-ODN + no CP vaccine. CP challenge was conducted at 20 days of age and pathology of the intestines was scored until 23 days of age. Additional birds from each group (n = 6) were not challenged with CP and conducted cellular glycolysis and mitochondrial OXPHOS at 13, 24, and 31 days of age or 3, 14, and 21 days postbooster vaccination as a longitudinal study.

(B) Immunoprotective effects of two IM administrations of CpG-ODN in neonatal chickens against necrotic enteritis (NE) at 20 days of age.

We have previously demonstrated induction of trained immunity by two injections of CpG-ODN by the IM route at Days 1 and 4 of age leading to protect birds against E. coli infection at Day 27 of age (42). The current experiment was conducted to investigate the induction of trained immunity by administration of CpG-ODN (50 μg/bird) at 1 and 4 days of age to protect birds against NE at 20 days of age. At hatch, birds were randomly divided into two groups (n = 27/group). One group was administered with CpG-ODN by the IM route at 1 and 4 days of age and the other group was administered with saline as the control group. Before challenge, at 19 days of age, PBMCs were collected from each group (n = 6/group) and cellular metabolism (mitochondrial OXPHOS and cellular glycolysis) was quantified. Birds were challenged with CP at 20–22 days of age, as described previously (47). Morality and clinical signs were recorded. Gross and histopathological lesions of the intestines were scored at 23 days of age as described previously (47).

(C) Immunoprotective effects of broiler chickens against E. coli septicemia at 27 days of age following administration of CpG-ODN by the in ovo route and IPL delivery of a live CP vaccine at hatch.

This experiment was conducted to explore the immunoprotective effects against E. coli septicemia at 27 days of age following administration of CpG-ODN by the in ovo and IPL routes or a combination of CpG-ODN by the in ovo route and IPL delivery of a live CP vaccine at hatch. Fertilized eggs were incubated in ACU and randomly divided into five groups (n = 30/group); (1) in ovo CpG-ODN + live CP vaccine by the IPL route + booster + E. coli challenge; (2) in ovo CpG-ODN + live CP vaccine by the IPL route + E. coli challenge; (3) in ovo CpG-ODN + IPL CpG-ODN + E. coli challenge; and (4) in ovo saline + E. coli challenge. Birds were challenged with E. coli at 27 days of age with low dose (1 × 106 CFU/bird) and high dose (1 × 107 CFU/bird) by the SC route in the neck as previously described (n = 30/group) (44). Birds were monitored three times per day for 7 days postchallenge.

Kinetics of immune cell metabolism, mitochondrial OXPHOS, and cellular glycolysis was quantified at 9 days of age (before booster) and 25 days of age (after booster and before challenge; n = 4/group) in Groups 1, 2, 3, and 4.

Following E. coli challenge, monocyte/macrophages were isolated from the PBMC layer from groups (1) in ovo CpG-ODN + live CP vaccine by the IPL route + booster + (with and without E. coli challenge); (4) in ovo saline, and (5) in ovo saline + E. coli challenge and quantified IL-1β and TNF-α gene expression (n = 5/group).

(D) Immunosuppressive effects of varIBDV SK09 on cellular glycolysis and mitochondrial OXPHOS capacity in broiler chickens induced with trained immunity following in ovo CpG-ODN and IPL delivery of CP vaccine at hatch.

This experiment was conducted to investigate the effect of immunosuppression on cellular glycolysis and mitochondrial OXPHOS capacity of PBMC in broiler chickens vaccinated with live CP by the IPL route at hatch following in ovo delivery of CpG-ODN (50 μg/egg) and boosted at 10 days of age by the SC route with inactivated CP adjuvanted with CpG-ODN. One group was exposed to varIBDV SK09 with (1 × 103 EID50) at 6 days of age by the oral route as previously described (44). Fertile broiler eggs were incubated at the ACU and randomly assigned (n = 35/group): (1) in ovo CpG-ODN + live CP vaccine by the IPL route + booster; (2) in ovo CpG-ODN + live CP vaccine by the IPL route + varIBDV + booster; (3) in ovo saline + no CP vaccine. CP challenge was conducted at 20 days of age for three consecutive days, and pathology of the intestines was scored at 23 days of age. Additional birds from each group (n = 6) were not challenged with CP. Cellular glycolysis and mitochondrial OXPHOS quantification was conducted at 12 and 31 days of age or 2 and 21 days postbooster vaccination as a longitudinal study.

Statistical analysis

Survival, gross, and histopathologic data were analyzed using Prism (Prism 6.0; GraphPad Software Inc., San Diego, CA) with a significance level of P < 0.05. Survival and mortality data were compared using the log-rank (Mantel-cox) and chi-square tests. Microscopic lesions of the intestine were analyzed between groups using nonparametric one-way ANOVA and Tukey’s multiple comparisons. Cellular metabolism of each group's minimum, maximum, and spare respiratory capacity and compensatory glycolysis were analyzed using two-sample t-tests (nonparametric—Mann-Whitney test) when two groups were compared. A one-way ANOVA test (non-parametric—Kruskal-Wallis test) was used to compare more than two groups. Dunnett's multiple comparison was used as a post hoc test following ANOVA to assess significance among each treatment group compared to the control group.

(A) Cellular glycolysis and mitochondrial OXPHOS capacity of PBMC in broiler chickens protected against NE following vaccination with a live CP vaccine by the IPL route at hatch following in ovo delivery of CpG-ODN and boosted with inactivated CP adjuvanted with CpG-ODN

The cellular glycolysis and mitochondrial OXPHOS capacity of PBMC was analyzed at 1 (11 days of age) and 19 days (29 days of age) post-IPL delivery of CP at hatch and CP booster vaccination at 10 days of age to investigate the effect of in ovo delivery of CpG-ODN on induction of immunity against NE. Kinetics of OCR representing mitochondrial OXPHOS of isolated PBMCs at 1 and 19 days postbooster showed an increasing pattern in Group 1 (in ovo CpG-ODN + live CP vaccine by the IPL route + booster) compared to Group 2 (in ovo saline + live CP vaccine by the IPL route + booster) and Group 3 (in ovo saline + no CP vaccine; Fig. 1A,B). At 1 day postbooster, maximal and spare respiratory capacity of Group 1 were significantly higher (P = 0.0068 and P < 0.0001) compared to Group 2 (in ovo saline + live CP vaccine by the IPL route + booster) and Group 3 (in ovo saline + no CP vaccine; P < 0.0001 and P < 0.0001). Compared to Group 2 (in ovo saline + live CP by the IPL route + booster) and Group 3 (in ovo saline + no CP vaccine), Group 1 (in ovo CpG-ODN + live CP vaccine by the IPL route + booster) had significantly higher maximal and spare respiratory capacities (P = 0.0183 and P < 0.001) and (P = 0.0005 and P < 0.0001) at 19 days postbooster (Fig. 1C,D).

Fig. 1.
Kinetics of mitochondrial OXPHOS and cellular glycolysis of PBMC in broiler chickens protected against NE following vaccination with a live CP vaccine by the IPL route at hatch following in ovo delivery of CpG-ODN and boosted with inactivated CP adjuvanted with CpG-ODN. Kinetics of mitochondrial OXPHOS was elevated in the group that was administered in ovo CpG-ODN + live CP vaccine by the IPL route + booster at (A) Day 1 and (B) Day 19 postbooster. Basal, maximal, and spare respiratory capacity were calculated from raw data showing significantly increased mitochondrial OXPHOS in birds administered in ovo CpG-ODN prior to CP vaccination at both (C) 1 and (D) 19 days postbooster. ECAR changing pattern at (E) 1 and (F) 19 days postbooster followed a transient increasing pattern. Compensation by glycolysis showed significant elevation at (G) Day 1 in birds exposed to in ovo CpG-ODN before vaccination + booster than vaccine + booster alone group. (H) However, no significant difference between groups at Day 19. Significant differences are indicated by *P < 0.05, * P < 0.01, ***P < 0.001, ****P < 0.0001 (oligo = oligomycincetate).Graph A shows oxygen consumption rate with the vertical axis labeled O C R in p moles per minute and the horizontal axis labeled Time in minutes from 0 to 120, measured at day 1 post booster. The group receiving in ovo C p G with live C P vaccine by I P L route and booster shows the highest O C R values after F C C P addition, peaking near 230 p moles per minute. The group receiving saline in ovo but vaccinated shows moderate values, while the saline only group remains lowest. Graph B shows the same O C R pattern at day 19 post booster, with the same group still showing the highest response after F C C P and declines after Rot A A and Media. Graph C is a bar graph comparing basal, maximal, and spare respiratory capacity at day 1. The group with C p G and booster shows the highest values across all three parameters with significant differences marked. The saline vaccinated group shows intermediate levels and the saline only group remains lowest. Graph D shows the same bar comparison at day 19. Maximal and spare capacities remain significantly elevated in the C p G and booster group compared to others. Graph E shows extracellular acidification rate with the vertical axis labeled E C A R in m p H per minute and the horizontal axis labeled Time in minutes from 0 to 120. At day 1, glycolysis increases in all groups after glucose and P M A, but the group with C p G and booster peaks around 55 m p H per minute and shows the highest activity before declining after Rot A A and 2 D G. The vaccinated group shows moderate glycolysis and the saline only group is lowest. Graph F shows E C A R at day 19 with similar trends, but lower peak levels. Graph G is a bar chart comparing compensatory glycolysis on day 1. Group 1 with C p G and booster has the highest bar, followed by the saline vaccinated group and saline only group, with significant differences marked. Graph H shows compensatory glycolysis at day 19. All three groups show similar bar heights and no significant differences. Group labels are in ovo C p G with live C P vaccine by I P L route and booster, in ovo saline with live C P vaccine by I P L and booster, and in ovo saline only.

Kinetics of mitochondrial OXPHOS and cellular glycolysis of PBMC in broiler chickens protected against NE following vaccination with a live CP vaccine by the IPL route at hatch following in ovo delivery of CpG-ODN and boosted with inactivated CP adjuvanted with CpG-ODN. Kinetics of mitochondrial OXPHOS was elevated in the group that was administered in ovo CpG-ODN + live CP vaccine by the IPL route + booster at (A) Day 1 and (B) Day 19 postbooster. Basal, maximal, and spare respiratory capacity were calculated from raw data showing significantly increased mitochondrial OXPHOS in birds administered in ovo CpG-ODN prior to CP vaccination at both (C) 1 and (D) 19 days postbooster. ECAR changing pattern at (E) 1 and (F) 19 days postbooster followed a transient increasing pattern. Compensation by glycolysis showed significant elevation at (G) Day 1 in birds exposed to in ovo CpG-ODN before vaccination + booster than vaccine + booster alone group. (H) However, no significant difference between groups at Day 19. Significant differences are indicated by *P < 0.05, * P < 0.01, ***P < 0.001, ****P < 0.0001 (oligo = oligomycincetate).

Fig. 1.
Kinetics of mitochondrial OXPHOS and cellular glycolysis of PBMC in broiler chickens protected against NE following vaccination with a live CP vaccine by the IPL route at hatch following in ovo delivery of CpG-ODN and boosted with inactivated CP adjuvanted with CpG-ODN. Kinetics of mitochondrial OXPHOS was elevated in the group that was administered in ovo CpG-ODN + live CP vaccine by the IPL route + booster at (A) Day 1 and (B) Day 19 postbooster. Basal, maximal, and spare respiratory capacity were calculated from raw data showing significantly increased mitochondrial OXPHOS in birds administered in ovo CpG-ODN prior to CP vaccination at both (C) 1 and (D) 19 days postbooster. ECAR changing pattern at (E) 1 and (F) 19 days postbooster followed a transient increasing pattern. Compensation by glycolysis showed significant elevation at (G) Day 1 in birds exposed to in ovo CpG-ODN before vaccination + booster than vaccine + booster alone group. (H) However, no significant difference between groups at Day 19. Significant differences are indicated by *P < 0.05, * P < 0.01, ***P < 0.001, ****P < 0.0001 (oligo = oligomycincetate).Graph A shows oxygen consumption rate with the vertical axis labeled O C R in p moles per minute and the horizontal axis labeled Time in minutes from 0 to 120, measured at day 1 post booster. The group receiving in ovo C p G with live C P vaccine by I P L route and booster shows the highest O C R values after F C C P addition, peaking near 230 p moles per minute. The group receiving saline in ovo but vaccinated shows moderate values, while the saline only group remains lowest. Graph B shows the same O C R pattern at day 19 post booster, with the same group still showing the highest response after F C C P and declines after Rot A A and Media. Graph C is a bar graph comparing basal, maximal, and spare respiratory capacity at day 1. The group with C p G and booster shows the highest values across all three parameters with significant differences marked. The saline vaccinated group shows intermediate levels and the saline only group remains lowest. Graph D shows the same bar comparison at day 19. Maximal and spare capacities remain significantly elevated in the C p G and booster group compared to others. Graph E shows extracellular acidification rate with the vertical axis labeled E C A R in m p H per minute and the horizontal axis labeled Time in minutes from 0 to 120. At day 1, glycolysis increases in all groups after glucose and P M A, but the group with C p G and booster peaks around 55 m p H per minute and shows the highest activity before declining after Rot A A and 2 D G. The vaccinated group shows moderate glycolysis and the saline only group is lowest. Graph F shows E C A R at day 19 with similar trends, but lower peak levels. Graph G is a bar chart comparing compensatory glycolysis on day 1. Group 1 with C p G and booster has the highest bar, followed by the saline vaccinated group and saline only group, with significant differences marked. Graph H shows compensatory glycolysis at day 19. All three groups show similar bar heights and no significant differences. Group labels are in ovo C p G with live C P vaccine by I P L route and booster, in ovo saline with live C P vaccine by I P L and booster, and in ovo saline only.

Kinetics of mitochondrial OXPHOS and cellular glycolysis of PBMC in broiler chickens protected against NE following vaccination with a live CP vaccine by the IPL route at hatch following in ovo delivery of CpG-ODN and boosted with inactivated CP adjuvanted with CpG-ODN. Kinetics of mitochondrial OXPHOS was elevated in the group that was administered in ovo CpG-ODN + live CP vaccine by the IPL route + booster at (A) Day 1 and (B) Day 19 postbooster. Basal, maximal, and spare respiratory capacity were calculated from raw data showing significantly increased mitochondrial OXPHOS in birds administered in ovo CpG-ODN prior to CP vaccination at both (C) 1 and (D) 19 days postbooster. ECAR changing pattern at (E) 1 and (F) 19 days postbooster followed a transient increasing pattern. Compensation by glycolysis showed significant elevation at (G) Day 1 in birds exposed to in ovo CpG-ODN before vaccination + booster than vaccine + booster alone group. (H) However, no significant difference between groups at Day 19. Significant differences are indicated by *P < 0.05, * P < 0.01, ***P < 0.001, ****P < 0.0001 (oligo = oligomycincetate).

Close modal

Kinetics of ECAR representing cellular glycolysis of isolated PBMCs at 1 day postbooster were significantly (P < 0.0443 and P < 0.0001) elevated in Group 1 (in ovo CpG-ODN + live CP vaccine by the IPL route + booster) compared to Group 2 (in ovo saline + live CP vaccine by the IPL route + booster) and Group 3 (in ovo saline + no CP vaccine; Fig. 1E,G); however, no difference was observed at Day 19 postbooster (Fig. 1F,H).

After challenging birds with CP at 20 days of age, Group 3 (in ovo saline + no CP vaccine) had 20% mortality. In contrast, Group 1 (in ovo CpG-ODN + live CP vaccine by the IPL route + booster) and Group 2 (in ovo saline + live CP vaccine by the IPL route + booster) had no mortality following CP challenge. Of the birds in Group 3 (in ovo saline + no CP vaccine), 100% had NE lesions (70% of birds with macroscopic lesions [Score 3] and 30% of birds with microscopic lesions [score 2 in 20% birds and score 1 in 10% of birds]). Compared to Group 3, NE lesion scores were significantly (P < 0.0001) lower in Group 1 (in ovo CpG-ODN + live CP by the IPL route; Score 1 in 5% of birds and Score 2 in 5% of birds (P < 0.0001) and Group 2 (in ovo saline + live CP by the IPL route) NE lesion scores (Score 1 in 15% of birds).

To explore the effect of in ovo delivery of CpG-ODN on the cellular glycolysis and mitochondrial OXPHOS capacity of PBMC, glycolysis and mitochondrial OXPHOS was conducted at Day 3 (13 days of age), Day 14 (24 days of age), and Day 21 (31 days of age) following CP booster to investigate induction of immunity against NE. At Day 3 postbooster, Group 1 (in ovo CpG-ODN + live CP vaccine by the IPL route + booster) had significantly higher basal (P = 0.0365, P = 0.0116), maximal (P = 0.0036, P = 0.0003), and spare (P < 0.0001, P < 0.0001) respiratory capacities compared to Group 2 (in ovo saline + live CP vaccine by the IPL route + booster) or Group 3 (in ovo CpG-ODN + no CP vaccine), respectively. At Day 14 postbooster, mitochondrial OXPHOS was further increased in Group 1 (in ovo CpG-ODN + live CP vaccine by the IPL route + booster) basal (P = 0.0093, P = 0.0201), maximal (P < 0.0001, P < 0.0001), and spare respiration (P < 0.0001, P < 0.0001) compared to Group 2 (in ovo saline + live CP vaccine by the IPL route + booster) or Group 3 (in ovo CpG-ODN, no CP vaccine), respectively. At Day 21 post-CP booster, mitochondrial OCR was significantly higher in Group 1 (in ovo saline + live CP vaccine by the IPL route + booster) basal (P = 0.0182), maximal (P = 0.0150, P < 0.0001), and spare respiration (P = 0.0035, P < 0.0001) compared to Group 2 (in ovo saline + live CP vaccine by the IPL route + booster) or Group 3 (in ovo CpG-ODN + no CP vaccine) respectively (Fig. 2A,B).

Fig. 2.
Kinetics of mitochondrial OXPHOS and cellular glycolysis in broiler chickens over 21 days following in ovo CpG-ODN delivery followed by CP vaccination by the IPL route at hatch compared to CpG-ODN control. (A) Birds administered in ovo CpG-ODN prior to live CP vaccination + booster showed higher mitochondrial OXPHOS at 3, 14, and 21 days postbooster. (B) Basal, maximal, and spare respiratory capacities were calculated from raw data. Birds given CpG-ODN prior to CP vaccination showed significantly enhanced basal, maximal, and spare respiratory capacities compared to the CP vaccine alone group up to 21 days postbooster. (C) Changes in cellular glycolysis over time transiently increased in the in ovo CpG-ODN + CP vaccine group as shown by ECAR at 3, 14, and 21 days postbooster. (D) The compensation by glycolysis (compensatory glycolysis) was significantly higher at 3 and 14 days postbooster, but no difference at 21 days postbooster. Significant differences are indicated by *P < 0.05, **P < 0.01, ***P < 0.001, ****P < 0.0001.Panel A shows oxygen consumption rate in picomoles per minute measured over 120 minutes at 3, 14, and 21 days post booster. The horizontal axis is labeled time in minutes, and the vertical axis is labeled O C R in picomoles per minute. For each time point, the measurement includes four sequential treatments: Oligomycin, F C C P, Rotenone plus Antimycin A, and Media. At all three time points, group 1, which received in ovo C p G O D N and live C P vaccine by intrapleural route with boost, shows the highest O C R, especially after F C C P, followed by group 2, which received in ovo saline with live C P vaccine and boost, and group 3, which received only in ovo C p G O D N. The peak response in group 1 declines by day 21 but remains elevated relative to the other groups. Panel B presents bar graphs comparing basal, maximal, and spare respiratory capacity at each time point. The horizontal axis is labeled respiratory capacity, and the vertical axis is labeled O C R in picomoles per minute. At day 3 post booster, group 1 shows significantly higher basal, maximal, and spare capacity than groups 2 and 3, with significance noted by one to four asterisks. These trends continue at days 14 and 21, though the magnitude of differences decreases over time. Panel C illustrates extracellular acidification rate in m p H per minute over 120 minutes on days 3, 14, and 21 post booster. The horizontal axis is labeled time in minutes, and the vertical axis is labeled E C A R in m p H per minute. Injections include Glucose, P M A, Rotenone plus Antimycin A, and 2 D G. On day 3, group 1 shows the highest glycolytic activity, indicated by elevated E C A R values following P M A injection. By day 14, group 1 maintains higher E C A R than other groups but with a reduced peak. By day 21, differences in E C A R are minimal between groups. Panel D shows bar graphs of compensatory glycolysis by group at each time point. The horizontal axis displays group labels 1 to 3, and the vertical axis is labeled E C A R in m p H per minute. At days 3 and 14 post booster, group 1 exhibits significantly higher compensatory glycolysis than groups 2 and 3. By day 21, E C A R values are similar among all groups. The legend identifies group 1 as in ovo C p G O D N plus live C P vaccine by intrapleural route with boost, group 2 as in ovo saline plus live C P vaccine by intrapleural route with boost, and group 3 as in ovo C p G O D N. Significance levels are denoted by one to four asterisks.

Kinetics of mitochondrial OXPHOS and cellular glycolysis in broiler chickens over 21 days following in ovo CpG-ODN delivery followed by CP vaccination by the IPL route at hatch compared to CpG-ODN control. (A) Birds administered in ovo CpG-ODN prior to live CP vaccination + booster showed higher mitochondrial OXPHOS at 3, 14, and 21 days postbooster. (B) Basal, maximal, and spare respiratory capacities were calculated from raw data. Birds given CpG-ODN prior to CP vaccination showed significantly enhanced basal, maximal, and spare respiratory capacities compared to the CP vaccine alone group up to 21 days postbooster. (C) Changes in cellular glycolysis over time transiently increased in the in ovo CpG-ODN + CP vaccine group as shown by ECAR at 3, 14, and 21 days postbooster. (D) The compensation by glycolysis (compensatory glycolysis) was significantly higher at 3 and 14 days postbooster, but no difference at 21 days postbooster. Significant differences are indicated by *P < 0.05, **P < 0.01, ***P < 0.001, ****P < 0.0001.

Fig. 2.
Kinetics of mitochondrial OXPHOS and cellular glycolysis in broiler chickens over 21 days following in ovo CpG-ODN delivery followed by CP vaccination by the IPL route at hatch compared to CpG-ODN control. (A) Birds administered in ovo CpG-ODN prior to live CP vaccination + booster showed higher mitochondrial OXPHOS at 3, 14, and 21 days postbooster. (B) Basal, maximal, and spare respiratory capacities were calculated from raw data. Birds given CpG-ODN prior to CP vaccination showed significantly enhanced basal, maximal, and spare respiratory capacities compared to the CP vaccine alone group up to 21 days postbooster. (C) Changes in cellular glycolysis over time transiently increased in the in ovo CpG-ODN + CP vaccine group as shown by ECAR at 3, 14, and 21 days postbooster. (D) The compensation by glycolysis (compensatory glycolysis) was significantly higher at 3 and 14 days postbooster, but no difference at 21 days postbooster. Significant differences are indicated by *P < 0.05, **P < 0.01, ***P < 0.001, ****P < 0.0001.Panel A shows oxygen consumption rate in picomoles per minute measured over 120 minutes at 3, 14, and 21 days post booster. The horizontal axis is labeled time in minutes, and the vertical axis is labeled O C R in picomoles per minute. For each time point, the measurement includes four sequential treatments: Oligomycin, F C C P, Rotenone plus Antimycin A, and Media. At all three time points, group 1, which received in ovo C p G O D N and live C P vaccine by intrapleural route with boost, shows the highest O C R, especially after F C C P, followed by group 2, which received in ovo saline with live C P vaccine and boost, and group 3, which received only in ovo C p G O D N. The peak response in group 1 declines by day 21 but remains elevated relative to the other groups. Panel B presents bar graphs comparing basal, maximal, and spare respiratory capacity at each time point. The horizontal axis is labeled respiratory capacity, and the vertical axis is labeled O C R in picomoles per minute. At day 3 post booster, group 1 shows significantly higher basal, maximal, and spare capacity than groups 2 and 3, with significance noted by one to four asterisks. These trends continue at days 14 and 21, though the magnitude of differences decreases over time. Panel C illustrates extracellular acidification rate in m p H per minute over 120 minutes on days 3, 14, and 21 post booster. The horizontal axis is labeled time in minutes, and the vertical axis is labeled E C A R in m p H per minute. Injections include Glucose, P M A, Rotenone plus Antimycin A, and 2 D G. On day 3, group 1 shows the highest glycolytic activity, indicated by elevated E C A R values following P M A injection. By day 14, group 1 maintains higher E C A R than other groups but with a reduced peak. By day 21, differences in E C A R are minimal between groups. Panel D shows bar graphs of compensatory glycolysis by group at each time point. The horizontal axis displays group labels 1 to 3, and the vertical axis is labeled E C A R in m p H per minute. At days 3 and 14 post booster, group 1 exhibits significantly higher compensatory glycolysis than groups 2 and 3. By day 21, E C A R values are similar among all groups. The legend identifies group 1 as in ovo C p G O D N plus live C P vaccine by intrapleural route with boost, group 2 as in ovo saline plus live C P vaccine by intrapleural route with boost, and group 3 as in ovo C p G O D N. Significance levels are denoted by one to four asterisks.

Kinetics of mitochondrial OXPHOS and cellular glycolysis in broiler chickens over 21 days following in ovo CpG-ODN delivery followed by CP vaccination by the IPL route at hatch compared to CpG-ODN control. (A) Birds administered in ovo CpG-ODN prior to live CP vaccination + booster showed higher mitochondrial OXPHOS at 3, 14, and 21 days postbooster. (B) Basal, maximal, and spare respiratory capacities were calculated from raw data. Birds given CpG-ODN prior to CP vaccination showed significantly enhanced basal, maximal, and spare respiratory capacities compared to the CP vaccine alone group up to 21 days postbooster. (C) Changes in cellular glycolysis over time transiently increased in the in ovo CpG-ODN + CP vaccine group as shown by ECAR at 3, 14, and 21 days postbooster. (D) The compensation by glycolysis (compensatory glycolysis) was significantly higher at 3 and 14 days postbooster, but no difference at 21 days postbooster. Significant differences are indicated by *P < 0.05, **P < 0.01, ***P < 0.001, ****P < 0.0001.

Close modal

Kinetics of ECAR in Groups 1, 2, and 3 at 3, 14, and 21 days post-CP booster are shown in Fig. 2C,D. At 3 days postbooster, Group 1 (in ovo CpG-ODN+ live CP vaccine by the IPL route + booster) had significantly (P < 0.0001 and P < 0.0001) higher ECAR compared to Group 2 (in ovo saline + live CP vaccine by the IPL route + booster) or Group 3 (in ovo CpG-ODN + no CP vaccine). At 14 days post-CP booster, Group 1 (in ovo CpG-ODN + live CP vaccine by the IPL route + booster) had significantly (P = 0.0003 and P = 0.0005) higher ECAR compared to Group 2 (in ovo saline + live CP by the IPL route + booster) and Group 3 (in ovo CpG-ODN + no CP vaccine) . There was no significant difference in compensatory glycolysis among groups at Day 21 post-CP booster (Fig. 2D).

(B) Immunoprotective effects of two IM administrations of CpG-ODN in neonatal chickens against necrotic enteritis (NE) at 20 days of age

This experiment was conducted to investigate the induction of trained immunity by two IM injections of CpG-ODN at Days 1 and 4 of age against NE at Day 20 of age by measuring cellular glycolysis and mitochondrial OXPHOS capacity. Kinetics of OCR showed an increasing pattern in the CpG-ODN–treated group compared to the saline group (Fig. 3A). The group that was administered CpG-ODN had significantly higher maximal (P = 0.0006) and spare (P = 0.0242) respiratory capacity than the saline group prior to challenge with CP at 20 days of age (Fig. 3B). There was no difference between ECAR values between the two groups (Fig. 3C,D).

Fig. 3.
Immunoprotective effects following two IM administrations of CpG-ODN in broiler chickens against NE. (A) Kinetics of mitochondrial OXPHOS in the CpG-ODN group compared to saline group at 20 days of age. (B) Significantly increased maximal and spare respiratory capacity of OXPHOS in birds administered with CpG-ODN compared to the saline administered group. (C) Changes in cellular glycolysis over time were shown as ECAR at 20 days of age. (D) Compensatory glycolysis was not different between the two groups. (E) Mortality of birds following challenge with CP at Day 20 of age in CpG-ODN– and saline-treated groups. (F) The group administered CpG-ODN had a significantly lower amount of NE gross lesions compared to the saline group (P < 0.0001). (G) The CpG-ODN–treated group had significantly lower histopathological NE lesions compared to the saline group (P < 0.0001). (H) Intestinal mucosa with patchy, thin, necrotizing areas (arrow) through the serosal surface of the jejunum. (I) Severe, diffuse, acute necrosis of the intestinal (jejunum) mucosa on the mucosal surface. (J) Severe, diffuse, acute necrosis of intestinal villi (3 score) in the jejunum. Significant differences are indicated by *P < 0.05, ***P < 0.001, ****P < 0.0001.The first graph labeled A shows a line plot of oxygen consumption rate in p moles per minute measured over time from 0 to 80 minutes. The C p G O D N group shows a sharp rise in oxygen consumption after the addition of F C C P around 40 minutes, while the saline group shows a smaller increase. Both groups start with similar levels before Oligo and Rot A A are added, which cause drops in activity. Graph B is a bar plot showing four mitochondrial measures for each group: respiration, A T P production, maximal respiration, and spare respiratory capacity. The C p G O D N group has higher bars for maximal respiration and spare capacity, and statistical symbols show significance for these differences. Graph C shows extracellular acidification rate in m p H per minute from 0 to 120 minutes. The C p G O D N group maintains higher acidification compared to the saline group following glucose and P M A addition. Both groups decline after Rot A A and 2 D G. Graph D compares compensatory glycolysis between the two groups using a bar chart. The vertical axis is labeled E C A R in m p H per minute and the horizontal axis shows group labels C p G O D N and saline. The C p G O D N group shows a slightly higher bar than the saline group, indicating elevated compensatory glycolysis. Graph E shows survival percentage with the vertical axis labeled percent survival and horizontal axis labeled Day post challenge from 0 to 4. The no challenge group maintains 100 percent survival. Both challenged groups, saline and C p G O D N plus C P, show a slight drop in survival after 3 days post challenge. Graph F is a bar chart showing the percent of birds with or without gross necrotic enteritis lesions. The vertical axis is labeled percent of birds with gross N E lesions. The horizontal axis shows group labels for no C P challenge, saline plus C P challenge, and C p G O D N plus C P challenge. In the saline group, about half the birds have lesions. In the C p G O D N group, fewer birds have gross lesions, and statistical significance is marked by four asterisks. Graph G shows microscopic lesion scores using a stacked bar chart. The vertical axis is labeled percent of birds with m N E lesions. The horizontal axis lists the same three groups. Color-coded segments represent lesion scores from 0 to 3. The no challenge group shows most birds with score 0. The saline group shows many birds with scores 2 and 3. The C p G O D N group shows more birds in score 1 and fewer in higher scores, with statistical significance noted by four asterisks. Image H shows an intestinal segment with a visible necrotic lesion marked by a thick arrow. Image I shows an intestinal segment with no visible lesions. Image J is a histological tissue section stained to show cellular detail. The intestinal lining shows signs of epithelial disruption, including blunted villi and infiltrating cells in the mucosa.

Immunoprotective effects following two IM administrations of CpG-ODN in broiler chickens against NE. (A) Kinetics of mitochondrial OXPHOS in the CpG-ODN group compared to saline group at 20 days of age. (B) Significantly increased maximal and spare respiratory capacity of OXPHOS in birds administered with CpG-ODN compared to the saline administered group. (C) Changes in cellular glycolysis over time were shown as ECAR at 20 days of age. (D) Compensatory glycolysis was not different between the two groups. (E) Mortality of birds following challenge with CP at Day 20 of age in CpG-ODN– and saline-treated groups. (F) The group administered CpG-ODN had a significantly lower amount of NE gross lesions compared to the saline group (P < 0.0001). (G) The CpG-ODN–treated group had significantly lower histopathological NE lesions compared to the saline group (P < 0.0001). (H) Intestinal mucosa with patchy, thin, necrotizing areas (arrow) through the serosal surface of the jejunum. (I) Severe, diffuse, acute necrosis of the intestinal (jejunum) mucosa on the mucosal surface. (J) Severe, diffuse, acute necrosis of intestinal villi (3 score) in the jejunum. Significant differences are indicated by *P < 0.05, ***P < 0.001, ****P < 0.0001.

Fig. 3.
Immunoprotective effects following two IM administrations of CpG-ODN in broiler chickens against NE. (A) Kinetics of mitochondrial OXPHOS in the CpG-ODN group compared to saline group at 20 days of age. (B) Significantly increased maximal and spare respiratory capacity of OXPHOS in birds administered with CpG-ODN compared to the saline administered group. (C) Changes in cellular glycolysis over time were shown as ECAR at 20 days of age. (D) Compensatory glycolysis was not different between the two groups. (E) Mortality of birds following challenge with CP at Day 20 of age in CpG-ODN– and saline-treated groups. (F) The group administered CpG-ODN had a significantly lower amount of NE gross lesions compared to the saline group (P < 0.0001). (G) The CpG-ODN–treated group had significantly lower histopathological NE lesions compared to the saline group (P < 0.0001). (H) Intestinal mucosa with patchy, thin, necrotizing areas (arrow) through the serosal surface of the jejunum. (I) Severe, diffuse, acute necrosis of the intestinal (jejunum) mucosa on the mucosal surface. (J) Severe, diffuse, acute necrosis of intestinal villi (3 score) in the jejunum. Significant differences are indicated by *P < 0.05, ***P < 0.001, ****P < 0.0001.The first graph labeled A shows a line plot of oxygen consumption rate in p moles per minute measured over time from 0 to 80 minutes. The C p G O D N group shows a sharp rise in oxygen consumption after the addition of F C C P around 40 minutes, while the saline group shows a smaller increase. Both groups start with similar levels before Oligo and Rot A A are added, which cause drops in activity. Graph B is a bar plot showing four mitochondrial measures for each group: respiration, A T P production, maximal respiration, and spare respiratory capacity. The C p G O D N group has higher bars for maximal respiration and spare capacity, and statistical symbols show significance for these differences. Graph C shows extracellular acidification rate in m p H per minute from 0 to 120 minutes. The C p G O D N group maintains higher acidification compared to the saline group following glucose and P M A addition. Both groups decline after Rot A A and 2 D G. Graph D compares compensatory glycolysis between the two groups using a bar chart. The vertical axis is labeled E C A R in m p H per minute and the horizontal axis shows group labels C p G O D N and saline. The C p G O D N group shows a slightly higher bar than the saline group, indicating elevated compensatory glycolysis. Graph E shows survival percentage with the vertical axis labeled percent survival and horizontal axis labeled Day post challenge from 0 to 4. The no challenge group maintains 100 percent survival. Both challenged groups, saline and C p G O D N plus C P, show a slight drop in survival after 3 days post challenge. Graph F is a bar chart showing the percent of birds with or without gross necrotic enteritis lesions. The vertical axis is labeled percent of birds with gross N E lesions. The horizontal axis shows group labels for no C P challenge, saline plus C P challenge, and C p G O D N plus C P challenge. In the saline group, about half the birds have lesions. In the C p G O D N group, fewer birds have gross lesions, and statistical significance is marked by four asterisks. Graph G shows microscopic lesion scores using a stacked bar chart. The vertical axis is labeled percent of birds with m N E lesions. The horizontal axis lists the same three groups. Color-coded segments represent lesion scores from 0 to 3. The no challenge group shows most birds with score 0. The saline group shows many birds with scores 2 and 3. The C p G O D N group shows more birds in score 1 and fewer in higher scores, with statistical significance noted by four asterisks. Image H shows an intestinal segment with a visible necrotic lesion marked by a thick arrow. Image I shows an intestinal segment with no visible lesions. Image J is a histological tissue section stained to show cellular detail. The intestinal lining shows signs of epithelial disruption, including blunted villi and infiltrating cells in the mucosa.

Immunoprotective effects following two IM administrations of CpG-ODN in broiler chickens against NE. (A) Kinetics of mitochondrial OXPHOS in the CpG-ODN group compared to saline group at 20 days of age. (B) Significantly increased maximal and spare respiratory capacity of OXPHOS in birds administered with CpG-ODN compared to the saline administered group. (C) Changes in cellular glycolysis over time were shown as ECAR at 20 days of age. (D) Compensatory glycolysis was not different between the two groups. (E) Mortality of birds following challenge with CP at Day 20 of age in CpG-ODN– and saline-treated groups. (F) The group administered CpG-ODN had a significantly lower amount of NE gross lesions compared to the saline group (P < 0.0001). (G) The CpG-ODN–treated group had significantly lower histopathological NE lesions compared to the saline group (P < 0.0001). (H) Intestinal mucosa with patchy, thin, necrotizing areas (arrow) through the serosal surface of the jejunum. (I) Severe, diffuse, acute necrosis of the intestinal (jejunum) mucosa on the mucosal surface. (J) Severe, diffuse, acute necrosis of intestinal villi (3 score) in the jejunum. Significant differences are indicated by *P < 0.05, ***P < 0.001, ****P < 0.0001.

Close modal

The group that received CpG-ODN had 11% mortality, and the group that received saline had 18.5% mortality (Fig. 3E). Gross lesions of NE were observed in 11% of birds in the group that received CpG-ODN (Fig. 3F). In contrast, 58% of birds in the saline group had gross lesions of NE (P < 0.0001). On histopathology, 14% of birds in the CpG-ODN group had NE lesions (Score 3 [11%], Score 2 [3%], Score 1 [0%], and Score 0 in [86%]). In contrast, 100% of birds in the saline group had NE lesions (Score 3 [60%], Score 2 [20%], and Score 1 [20%]; P < 0.0001; Fig. 3G).

(C) Immunoprotective effects of broiler chickens against E. coli septicemia at 27 days of age following administration of CpG-ODN by the in ovo route and IPL delivery of live CP vaccine at hatch

This experiment was conducted to investigate the induction of trained immunity by in ovo CpG-ODN at 18 days of incubation and IPL delivery of a live CP vaccine at hatch against E. coli challenge at 27 days of age. Mitochondrial OXPHOS and cellular glycolysis were quantified at 9 days (before booster) and 25 days (after booster and before E. coli challenge) of age. OCR was increased (Groups 1, in ovo CpG-ODN + live CP vaccine by the IPL route + booster; Group 2, in ovo CpG-ODN + live CP vaccine by the IPL route; and Group 3 in ovo CpG-ODN + IPL CpG-ODN compared to Group 4 in ovo saline) at both time points (Fig. 4A,B). At 9 days of age, basal, maximal, and spare respiratory capacities were significantly higher in Groups 1 and 2 (in ovo CpG-ODN + live CP vaccine by the IPL route; P = 0.0014, P < 0.0001, P < 0.0001), and 3 (in ovo CpG-ODN + IPL CpG-ODN; P = 0.0067, P < 0.0001, P < 0.0001) compared to Group 4 (in ovo saline; Fig. 4C). OCR values (basal, maximal, and spare respiratory capacity) were significantly higher prior to challenge with E. coli at 25 days of age in Group 1 (in ovo CpG-ODN + live CP vaccine by the IPL route + booster; P = 0.0059, P < 0.0001, P = 0.0012), Group 2 (in ovo CpG-ODN + live CP vaccine by the IPL route; P = 0.0031, P < 0.0001, P = 0.0008), and Group 3 (in ovo CpG-ODN + IPL CpG-ODN; P = 0.0040, P < 0.0001, P = 0.0045; Fig. 4D). In contrast, cellular glycolysis was elevated only at 9 days of age (Fig. 4E,F). At 9 days of age, cellular glycolysis was also significantly elevated in Groups 1 and 2 (in ovo CpG-ODN + live CP vaccine by the IPL route; P = 0.0003) and Group 3 (in ovo CpG-ODN + IPL CpG-ODN; P = 0.0025; Fig. 4G). However, there was no difference in ECAR values among groups at 25 days of age (Fig. 4H).

Fig. 4.
Immunoprotective effects following in ovo CpG-ODN delivery and IPL delivery of live CP vaccine at hatch against E. coli septicemia. Mitochondrial OXPHOS of PBMCs are shown at Day 9 (A) and Day 25 (B) of age. Basal, maximal, and spare respiratory capacities at both time points illustrated that in ovo CpG + IPL live CP vaccine or IPL CpG-ODN treated birds had higher mitochondrial OXPHOS (C) and (D). The kinetics of cellular glycolysis over time is shown in (E) and (F). Compensatory glycolysis had increased in the CpG-ODN + IPL CP live-vaccine groups at 9 days of age; however, no significant difference was seen at 25 days of age (G) and (H). Significant differences are indicated by *P < 0.05, **P < 0.01, ***P < 0.001, ****P < 0.0001.Graph A shows oxygen consumption rate with the vertical axis labeled O C R in p moles per minute and the horizontal axis labeled Time in minutes ranging from 0 to 80. This data is collected on day 9 of age before booster administration. All three vaccinated groups show a marked increase in O C R following F C C P injection, while the saline group remains lower. All groups decline after Rot A A addition. Graph B shows O C R on day 25 of age post booster, also from 0 to 80 minutes. Vaccinated groups maintain elevated O C R after F C C P compared to the saline group. Graph C shows a bar chart comparing basal respiration, maximal respiration, and spare respiratory capacity across four groups at day 9. The vertical axis is labeled O C R in p moles per minute. Basal respiration is highest in the group receiving in ovo C p G with live C P vaccine by I P L route and booster, followed by the group receiving in ovo C p G with I P L C p G. Maximal respiration is highest in the group receiving in ovo C p G with I P L C p G exceeding 200 p moles per minute. Spare respiratory capacity follows the same pattern with statistically significant differences between groups. Graph D shows the same comparison at day 25. All three vaccinated groups have higher basal respiration than saline. Maximal respiration remains highest in the booster group, followed by the I P L only group, and all three are significantly higher than saline. Graph E shows extracellular acidification rate over time with the vertical axis labeled E C A R in m p H per minute and the horizontal axis labeled Time in minutes from 0 to 120, measured on day 9. E C A R increases after glucose and P M A addition, peaking around 50 m p H per minute in the group receiving booster and around 40 in the group with I P L only C p G, while the saline group remains around 20. After Rot A A and 2 D G, E C A R declines in all groups. Graph F shows the same glycolysis kinetics at day 25. All three vaccinated groups show elevated E C A R after glucose and P M A compared to saline, peaking around 40 to 50 m p H per minute, but the differences between groups are smaller than at day 9. Graph G is a bar chart comparing compensatory glycolysis at day 9. The vertical axis is labeled E C A R in m p H per minute. The group receiving booster has the highest bar, followed by the group with I P L only C p G, and lowest in saline, with statistically significant differences between them. Graph H shows compensatory glycolysis at day 25 with almost similar E C A R levels across all groups and no significant differences. The group receiving the booster has the highest bar. Group labels in the legend are in ovo C p G with live C P vaccine by I P L route and booster, in ovo C p G with live C P vaccine by I P L route only, in ovo C p G with I P L C p G, and in ovo saline.

Immunoprotective effects following in ovo CpG-ODN delivery and IPL delivery of live CP vaccine at hatch against E. coli septicemia. Mitochondrial OXPHOS of PBMCs are shown at Day 9 (A) and Day 25 (B) of age. Basal, maximal, and spare respiratory capacities at both time points illustrated that in ovo CpG + IPL live CP vaccine or IPL CpG-ODN treated birds had higher mitochondrial OXPHOS (C) and (D). The kinetics of cellular glycolysis over time is shown in (E) and (F). Compensatory glycolysis had increased in the CpG-ODN + IPL CP live-vaccine groups at 9 days of age; however, no significant difference was seen at 25 days of age (G) and (H). Significant differences are indicated by *P < 0.05, **P < 0.01, ***P < 0.001, ****P < 0.0001.

Fig. 4.
Immunoprotective effects following in ovo CpG-ODN delivery and IPL delivery of live CP vaccine at hatch against E. coli septicemia. Mitochondrial OXPHOS of PBMCs are shown at Day 9 (A) and Day 25 (B) of age. Basal, maximal, and spare respiratory capacities at both time points illustrated that in ovo CpG + IPL live CP vaccine or IPL CpG-ODN treated birds had higher mitochondrial OXPHOS (C) and (D). The kinetics of cellular glycolysis over time is shown in (E) and (F). Compensatory glycolysis had increased in the CpG-ODN + IPL CP live-vaccine groups at 9 days of age; however, no significant difference was seen at 25 days of age (G) and (H). Significant differences are indicated by *P < 0.05, **P < 0.01, ***P < 0.001, ****P < 0.0001.Graph A shows oxygen consumption rate with the vertical axis labeled O C R in p moles per minute and the horizontal axis labeled Time in minutes ranging from 0 to 80. This data is collected on day 9 of age before booster administration. All three vaccinated groups show a marked increase in O C R following F C C P injection, while the saline group remains lower. All groups decline after Rot A A addition. Graph B shows O C R on day 25 of age post booster, also from 0 to 80 minutes. Vaccinated groups maintain elevated O C R after F C C P compared to the saline group. Graph C shows a bar chart comparing basal respiration, maximal respiration, and spare respiratory capacity across four groups at day 9. The vertical axis is labeled O C R in p moles per minute. Basal respiration is highest in the group receiving in ovo C p G with live C P vaccine by I P L route and booster, followed by the group receiving in ovo C p G with I P L C p G. Maximal respiration is highest in the group receiving in ovo C p G with I P L C p G exceeding 200 p moles per minute. Spare respiratory capacity follows the same pattern with statistically significant differences between groups. Graph D shows the same comparison at day 25. All three vaccinated groups have higher basal respiration than saline. Maximal respiration remains highest in the booster group, followed by the I P L only group, and all three are significantly higher than saline. Graph E shows extracellular acidification rate over time with the vertical axis labeled E C A R in m p H per minute and the horizontal axis labeled Time in minutes from 0 to 120, measured on day 9. E C A R increases after glucose and P M A addition, peaking around 50 m p H per minute in the group receiving booster and around 40 in the group with I P L only C p G, while the saline group remains around 20. After Rot A A and 2 D G, E C A R declines in all groups. Graph F shows the same glycolysis kinetics at day 25. All three vaccinated groups show elevated E C A R after glucose and P M A compared to saline, peaking around 40 to 50 m p H per minute, but the differences between groups are smaller than at day 9. Graph G is a bar chart comparing compensatory glycolysis at day 9. The vertical axis is labeled E C A R in m p H per minute. The group receiving booster has the highest bar, followed by the group with I P L only C p G, and lowest in saline, with statistically significant differences between them. Graph H shows compensatory glycolysis at day 25 with almost similar E C A R levels across all groups and no significant differences. The group receiving the booster has the highest bar. Group labels in the legend are in ovo C p G with live C P vaccine by I P L route and booster, in ovo C p G with live C P vaccine by I P L route only, in ovo C p G with I P L C p G, and in ovo saline.

Immunoprotective effects following in ovo CpG-ODN delivery and IPL delivery of live CP vaccine at hatch against E. coli septicemia. Mitochondrial OXPHOS of PBMCs are shown at Day 9 (A) and Day 25 (B) of age. Basal, maximal, and spare respiratory capacities at both time points illustrated that in ovo CpG + IPL live CP vaccine or IPL CpG-ODN treated birds had higher mitochondrial OXPHOS (C) and (D). The kinetics of cellular glycolysis over time is shown in (E) and (F). Compensatory glycolysis had increased in the CpG-ODN + IPL CP live-vaccine groups at 9 days of age; however, no significant difference was seen at 25 days of age (G) and (H). Significant differences are indicated by *P < 0.05, **P < 0.01, ***P < 0.001, ****P < 0.0001.

Close modal

Birds were significantly protected against E. coli challenge (P < 0.0001) in Group 1 (in ovo CpG-ODN + live CP vaccine by the IPL route + booster), Group 2 (in ovo CpG-ODN + live CP vaccine by the IPL route), and Group 3 (in ovo CpG-ODN + IPL CpG-ODN) with survival of 83%, 77%, and 77%, respectively, compared to Group 5 (in ovo saline + E. coli challenge) with 33% survival (Fig. 5A). CCS of Group 1 (in ovo CpG-ODN + live CP vaccine by the IPL route + booster; P < 0.0001), Group 2 (in ovo CpG-ODN + live CP vaccine by the IPL route; P = 0.0003), and Group 3 (in ovo CpG-ODN + IPL CpG-ODN; P = 0.0016) were significantly lower compared to Group 5 (in ovo saline + E. coli challenge; Fig. 5B).

Fig. 5.
Trained immunity on survival, CCS, and bacterial loads in air sacs following E. coli challenge. (A) Birds that received in ovo CpG-ODN + IPL live CP vaccine with or without booster and/or IPL CpG-ODN showed significantly enhanced protection against E. coli. (B) CCS per bird shown in the graph and CpG-ODN + IPL live CP vaccine received groups showed lower CCS and bacterial loads (C). Significant (P = 0.0070 and P < 0.0001) elevation of IL-1β and TNF-α isolated from in ovo CpG-ODN + live CP vaccine by the IPL route + booster group, was observed compared to in ovo saline + E. coli challenge (D) and (E). Significant differences are indicated by *P < 0.05, **P < 0.01, ***P < 0.001, ****P < 0.0001.Graph A shows a survival curve with the vertical axis labeled Percent survival and the horizontal axis labeled Days post challenge from 0 to 8. Birds in the in ovo saline plus E coli challenge group show a sharp drop in survival to about 50 percent by day 2. Birds in the other three groups, including those receiving in ovo C p G and live C P vaccine by I P L route with or without booster or I P L C p G, maintain survival rates above 90 percent, with significant difference noted as P less than 0 point 0 0 0 1. Graph B shows cumulative clinical scores per bird with the vertical axis labeled Cumulative clinical score per bird. Each group is plotted with individual points. The in ovo saline group has the highest scores, while the three vaccinated groups show lower scores, especially the in ovo C p G with I P L C p G group, which shows the lowest scores, with multiple statistically significant differences marked. Graph C is a stacked bar graph with the vertical axis labeled Percentage in percent. It shows lesion severity scores labeled as 0, 1 plus, 2 plus, 3 plus, and 4 plus across the four groups. The in ovo saline group has the highest portion in the 4 plus and 3 plus categories, while vaccinated groups show higher portions in the 0 and 1 plus categories, with significant differences marked. Graph D shows relative gene expression of I L 1 beta across four groups. The vertical axis is labeled Relative expression. The in ovo C p G with live C P vaccine by I P L route and booster group shows the highest expression of I L 1 beta, with statistically significant difference marked as two asterisks compared to the in ovo saline group and the E coli challenge only group. Graph E shows relative expression of T N F alpha across the same groups. The I P L booster group shows a strong elevation of T N F alpha compared to all others, especially saline and E coli challenge only groups, with four asterisks indicating statistical significance.

Trained immunity on survival, CCS, and bacterial loads in air sacs following E. coli challenge. (A) Birds that received in ovo CpG-ODN + IPL live CP vaccine with or without booster and/or IPL CpG-ODN showed significantly enhanced protection against E. coli. (B) CCS per bird shown in the graph and CpG-ODN + IPL live CP vaccine received groups showed lower CCS and bacterial loads (C). Significant (P = 0.0070 and P < 0.0001) elevation of IL-1β and TNF-α isolated from in ovo CpG-ODN + live CP vaccine by the IPL route + booster group, was observed compared to in ovo saline + E. coli challenge (D) and (E). Significant differences are indicated by *P < 0.05, **P < 0.01, ***P < 0.001, ****P < 0.0001.

Fig. 5.
Trained immunity on survival, CCS, and bacterial loads in air sacs following E. coli challenge. (A) Birds that received in ovo CpG-ODN + IPL live CP vaccine with or without booster and/or IPL CpG-ODN showed significantly enhanced protection against E. coli. (B) CCS per bird shown in the graph and CpG-ODN + IPL live CP vaccine received groups showed lower CCS and bacterial loads (C). Significant (P = 0.0070 and P < 0.0001) elevation of IL-1β and TNF-α isolated from in ovo CpG-ODN + live CP vaccine by the IPL route + booster group, was observed compared to in ovo saline + E. coli challenge (D) and (E). Significant differences are indicated by *P < 0.05, **P < 0.01, ***P < 0.001, ****P < 0.0001.Graph A shows a survival curve with the vertical axis labeled Percent survival and the horizontal axis labeled Days post challenge from 0 to 8. Birds in the in ovo saline plus E coli challenge group show a sharp drop in survival to about 50 percent by day 2. Birds in the other three groups, including those receiving in ovo C p G and live C P vaccine by I P L route with or without booster or I P L C p G, maintain survival rates above 90 percent, with significant difference noted as P less than 0 point 0 0 0 1. Graph B shows cumulative clinical scores per bird with the vertical axis labeled Cumulative clinical score per bird. Each group is plotted with individual points. The in ovo saline group has the highest scores, while the three vaccinated groups show lower scores, especially the in ovo C p G with I P L C p G group, which shows the lowest scores, with multiple statistically significant differences marked. Graph C is a stacked bar graph with the vertical axis labeled Percentage in percent. It shows lesion severity scores labeled as 0, 1 plus, 2 plus, 3 plus, and 4 plus across the four groups. The in ovo saline group has the highest portion in the 4 plus and 3 plus categories, while vaccinated groups show higher portions in the 0 and 1 plus categories, with significant differences marked. Graph D shows relative gene expression of I L 1 beta across four groups. The vertical axis is labeled Relative expression. The in ovo C p G with live C P vaccine by I P L route and booster group shows the highest expression of I L 1 beta, with statistically significant difference marked as two asterisks compared to the in ovo saline group and the E coli challenge only group. Graph E shows relative expression of T N F alpha across the same groups. The I P L booster group shows a strong elevation of T N F alpha compared to all others, especially saline and E coli challenge only groups, with four asterisks indicating statistical significance.

Trained immunity on survival, CCS, and bacterial loads in air sacs following E. coli challenge. (A) Birds that received in ovo CpG-ODN + IPL live CP vaccine with or without booster and/or IPL CpG-ODN showed significantly enhanced protection against E. coli. (B) CCS per bird shown in the graph and CpG-ODN + IPL live CP vaccine received groups showed lower CCS and bacterial loads (C). Significant (P = 0.0070 and P < 0.0001) elevation of IL-1β and TNF-α isolated from in ovo CpG-ODN + live CP vaccine by the IPL route + booster group, was observed compared to in ovo saline + E. coli challenge (D) and (E). Significant differences are indicated by *P < 0.05, **P < 0.01, ***P < 0.001, ****P < 0.0001.

Close modal

Bacterial loads were significantly lower in Group 1 (in ovo CpG-ODN + live CP vaccine + booster; P = 0.0040), Group 2 (in ovo CpG-ODN + live CP vaccine by the IPL route; P = 0.0045), and Group 3 (in ovo CpG-ODN + IPL CpG-ODN; P = 0.0050) compared to Group 5 (in ovo saline + E. coli challenge; Fig. 5C). IL-1β and TNF-α were significantly elevated (P = 0.0070 and P < 0.0001) in Group 1 (in ovo CpG-ODN + live CP vaccine by the IPL route + booster) compared to Group 5 (in ovo saline + E. coli challenge; Fig. 5D,E).

(D) Immunosuppressive effects of varIBDV SK09 on cellular glycolysis and mitochondrial OXPHOS capacity in broiler chickens induced with trained immunity following in ovo CpG-ODN and IPL delivery of a CP vaccine at hatch

This experiment was conducted to measure the immunosuppressive effects of varIBDV SK09 on cellular glycolysis and mitochondrial OXPHOS following in ovo delivery of CpG-ODN and subsequent IPL delivery of CP at hatch and a CP booster at 10 days of age against NE. OCR was significantly higher at both time points in Group 1 (in ovo CpG-ODN + live CP vaccine by the IPL route + booster; basal [P < 0.0003], maximal [P = 0.0003], and spare respiratory capacity [P = 0.0003]). In contrast, OCR did not increase in Group 2 (in ovo CpG-ODN + live CP vaccine by the IPL route + varIBDV + booster) compared to Group 3 (in ovo saline + no CP vaccine; Fig. 6A,B). At Day 21 postbooster, maximal and spare respiratory capacities were significantly higher (P < 0.01 and P < 0.01) in Group 1 (in ovo CpG-ODN + live CP vaccine by the IPL route + booster) compared to Group 3 (in ovo saline + no CP vaccine). In contrast, no difference was observed for basal, maximal, and spare respiratory capacity of Group 2 (in ovo CpG-ODN + live CP vaccine by the IPL + varIBDV SK09 + booster) and Group 3 (Fig. 6C,D). Compensatory glycolysis was significantly (P = 0.0001) higher at 2 days postbooster in Group 1 (in ovo CpG-ODN + live CP vaccine by the IPL route + booster) than in Group 3 (in ovo saline + no CP vaccine) or Group 2 (in ovo CpG-ODN + live CP vaccine by the IPL route + varIBDV SK09 + booster). There was no difference in ECAR among groups at Day 21 postbooster (Fig. 6G,H).

Fig. 6.
Immunosuppressive effects of variBDV SK09 on induction of trained immunity in broiler chickens. (A) and (B) Kinetics of mitochondrial OXPHOS was elevated in the group that was administered in ovo CpG-ODN and CP vaccine as shown in line graphs. (C) and (D) Significantly increased maximal and spare respiratory capacities were observed in birds administered with in ovo CpG-ODN before the CP vaccine than varIBDV-infected birds and in ovo saline groups. (E) and (F) Changes in cellular glycolysis over time were shown as ECAR at 2 and 21 days postbooster. (G) Compensatory glycolysis showed a significant elevation in birds exposed to in ovo CpG-ODN before vaccination than varIBDV-infected birds and in ovo saline-only groups at Day 2 postbooster. (H) Significant difference between groups was not observed at 21 days postbooster. Significant differences are indicated by *P < 0.05, **P < 0.01, ***P < 0.001, **** P < 0.0001.Graph A shows oxygen consumption rate labeled O C R in p moles per minute on the vertical axis and time in minutes from 0 to 120 on the horizontal axis, recorded at day 2 post booster. The group receiving in ovo C p G with live C P vaccine by I P L route and booster shows the highest O C R values after F C C P injection, peaking around 350 p moles per minute, followed by the group also exposed to I B D V, while the saline group remains lowest throughout. Graph B shows the same O C R kinetic profile measured at day 21 post booster. Patterns are similar, though peak O C R values for all groups are lower than at day 2. Graph C shows a bar chart comparing basal, maximal, and spare respiratory capacities at day 2. The group receiving C p G and live C P vaccine by I P L route and booster shows the highest values in all three categories, followed by the I B D V exposed group, with saline group lowest. Graph D shows the same comparison at day 21, where the group with C p G and booster has the highest values, with significant differences marked for maximal and spare capacity. Graph E shows extracellular acidification rate labeled E C A R in m p H per minute on the vertical axis and time in minutes from 0 to 120 on the horizontal axis, measured at day 2 post booster. E C A R increases after glucose and P M A in all groups, but is highest in the group with C p G and booster, with a sharper rise and peak close to 80 m p H per minute. E C A R declines after Rot A A and 2 D G. The I B D V group and saline group have lower responses. Graph F shows E C A R at day 21. The overall pattern remains similar with smaller differences between groups. Graph G shows a bar chart comparing compensatory glycolysis on day 2. The vertical axis is labeled E C A R in m p H per minute. The group with C p G and booster shows the highest value, with the I B D V and saline groups showing lower levels, and significant differences marked. Graph H shows the same comparison at day 21 with similar E C A R values across all groups and no significant difference. Group labels indicate in ovo C p G with live C P vaccine by I P L route and booster, in ovo C p G with live C P vaccine by I P L route and booster with I B D V, and in ovo saline with no C P vaccine.

Immunosuppressive effects of variBDV SK09 on induction of trained immunity in broiler chickens. (A) and (B) Kinetics of mitochondrial OXPHOS was elevated in the group that was administered in ovo CpG-ODN and CP vaccine as shown in line graphs. (C) and (D) Significantly increased maximal and spare respiratory capacities were observed in birds administered with in ovo CpG-ODN before the CP vaccine than varIBDV-infected birds and in ovo saline groups. (E) and (F) Changes in cellular glycolysis over time were shown as ECAR at 2 and 21 days postbooster. (G) Compensatory glycolysis showed a significant elevation in birds exposed to in ovo CpG-ODN before vaccination than varIBDV-infected birds and in ovo saline-only groups at Day 2 postbooster. (H) Significant difference between groups was not observed at 21 days postbooster. Significant differences are indicated by *P < 0.05, **P < 0.01, ***P < 0.001, **** P < 0.0001.

Fig. 6.
Immunosuppressive effects of variBDV SK09 on induction of trained immunity in broiler chickens. (A) and (B) Kinetics of mitochondrial OXPHOS was elevated in the group that was administered in ovo CpG-ODN and CP vaccine as shown in line graphs. (C) and (D) Significantly increased maximal and spare respiratory capacities were observed in birds administered with in ovo CpG-ODN before the CP vaccine than varIBDV-infected birds and in ovo saline groups. (E) and (F) Changes in cellular glycolysis over time were shown as ECAR at 2 and 21 days postbooster. (G) Compensatory glycolysis showed a significant elevation in birds exposed to in ovo CpG-ODN before vaccination than varIBDV-infected birds and in ovo saline-only groups at Day 2 postbooster. (H) Significant difference between groups was not observed at 21 days postbooster. Significant differences are indicated by *P < 0.05, **P < 0.01, ***P < 0.001, **** P < 0.0001.Graph A shows oxygen consumption rate labeled O C R in p moles per minute on the vertical axis and time in minutes from 0 to 120 on the horizontal axis, recorded at day 2 post booster. The group receiving in ovo C p G with live C P vaccine by I P L route and booster shows the highest O C R values after F C C P injection, peaking around 350 p moles per minute, followed by the group also exposed to I B D V, while the saline group remains lowest throughout. Graph B shows the same O C R kinetic profile measured at day 21 post booster. Patterns are similar, though peak O C R values for all groups are lower than at day 2. Graph C shows a bar chart comparing basal, maximal, and spare respiratory capacities at day 2. The group receiving C p G and live C P vaccine by I P L route and booster shows the highest values in all three categories, followed by the I B D V exposed group, with saline group lowest. Graph D shows the same comparison at day 21, where the group with C p G and booster has the highest values, with significant differences marked for maximal and spare capacity. Graph E shows extracellular acidification rate labeled E C A R in m p H per minute on the vertical axis and time in minutes from 0 to 120 on the horizontal axis, measured at day 2 post booster. E C A R increases after glucose and P M A in all groups, but is highest in the group with C p G and booster, with a sharper rise and peak close to 80 m p H per minute. E C A R declines after Rot A A and 2 D G. The I B D V group and saline group have lower responses. Graph F shows E C A R at day 21. The overall pattern remains similar with smaller differences between groups. Graph G shows a bar chart comparing compensatory glycolysis on day 2. The vertical axis is labeled E C A R in m p H per minute. The group with C p G and booster shows the highest value, with the I B D V and saline groups showing lower levels, and significant differences marked. Graph H shows the same comparison at day 21 with similar E C A R values across all groups and no significant difference. Group labels indicate in ovo C p G with live C P vaccine by I P L route and booster, in ovo C p G with live C P vaccine by I P L route and booster with I B D V, and in ovo saline with no C P vaccine.

Immunosuppressive effects of variBDV SK09 on induction of trained immunity in broiler chickens. (A) and (B) Kinetics of mitochondrial OXPHOS was elevated in the group that was administered in ovo CpG-ODN and CP vaccine as shown in line graphs. (C) and (D) Significantly increased maximal and spare respiratory capacities were observed in birds administered with in ovo CpG-ODN before the CP vaccine than varIBDV-infected birds and in ovo saline groups. (E) and (F) Changes in cellular glycolysis over time were shown as ECAR at 2 and 21 days postbooster. (G) Compensatory glycolysis showed a significant elevation in birds exposed to in ovo CpG-ODN before vaccination than varIBDV-infected birds and in ovo saline-only groups at Day 2 postbooster. (H) Significant difference between groups was not observed at 21 days postbooster. Significant differences are indicated by *P < 0.05, **P < 0.01, ***P < 0.001, **** P < 0.0001.

Close modal

Following CP challenge, Group 1 (in ovo CpG-ODN + live CP vaccine by the IPL route + booster) had no mortality. There was 20% mortality in Group 3 (in ovo saline + no CP vaccine) and 100% of birds had NE lesions (70% of birds with macroscopic lesions and 30% of birds with microscopic lesions). In contrast, 10% of birds in Group 1 (in ovo CpG-ODN + live CP vaccine by the IPL route + booster + CP challenge) had NE lesions (5% birds with macroscopic lesions and 5% of birds with microscopic lesions; P < 0.0001).

Trained immunity or innate immune memory describes the long-term functional reprogramming of innate immune cells. This is evoked by endogenous or exogenous insults leading to an enhanced response towards a secondary challenge after return to a nonactivated state. Nonpermanent genetic changes occur in innate immune cells during this training, such as epigenetic modifications to augment defense mechanisms like cytokine production and bactericidal activities (53). This concept has been studied widely in humans (36,54), mice (32,55), and plants (56). A study conducted in humans demonstrated protection of people against yellow fever virus infection 1 mo following BCG vaccination because of induction of epigenetic reprogramming of the PI3K/AKT/mTOR pathway and associated cytokine production (i.e., IL-1β and IL-6) by monocytes (54). Immunizing mice with BCG led to a T-cell–independent protection against secondary infections such as C. albicans and S. mansoni (57). It had been demonstrated that trained immunity protected mice against E. coli, S. aureus, and L. monocytogenes infections following injection of zymosan at 3 and 7 days prior (58). Furthermore, countries where people were vaccinated with BCG had reduced disease spread, severity, and death during the COVID-19 pandemic because of trained immunity induced by the BCG vaccine (59). Therefore, the objectives of this study were to explore the ability of CpG-ODN to induce trained immunity in broiler chickens (1) by administering CpG-ODN by the in ovo route and IPL route at hatch and (2) administration of CpG-ODN by the in ovo route and IPL delivery of a live CP vaccine at hatch to protect them against E. coli infections.

Recently, we were able to demonstrate protection of broiler chickens against NE by a novel technique of IPL delivery of live CP at hatch with no booster vaccine, utilizing the lung–gut-axis concept (28). During that study we found IPL delivery of live CP following in ovo delivery of CpG-ODN to enhance immune maturation and immune enrichment and provide protection against NE without utilizing lung–gut-axis concept (28). In order to study the mechanisms associated with IPL delivery of live CP vaccine following in ovo delivery of CpG-ODN, we conducted the first experiment (Experiment A). The group that received CpG-ODN by the in ovo route prior to IPL delivery of a CP vaccine at hatch had significantly higher maximal and spare respiratory capacity of OXPHOS in mitochondria. In contrast, birds that received a CP vaccine by the IPL route at hatch without in ovo CpG-ODN did not have increased mitochondrial OXPHOS and mitochondrial respiratory capacity, similar to the group that received saline by the in ovo route. This observation indicated that the group that received CpG-ODN by the in ovo route prior to IPL delivery of CP induced trained immunity and protected the animals against NE. Then, we compared the immunoprotective effects of the group that received CpG-ODN by the in ovo route prior to IPL delivery of CP at hatch against the group that only received CpG-ODN (Fig. 2). Here, we confirmed that the group that received CpG-ODN by the in ovo route prior to IPL delivery of CP at hatch had significantly higher mitochondrial basal, maximal, and spare respiratory OXPHOS capacity compared to the group that received a CP vaccine by the IPL route alone or CpG-ODN by the in ovo route without a CP vaccine. We have previously demonstrated that induction of trained immunity associated with shifting metabolic pathways of immune cells toward mitochondrial OXPHOS from glycolysis is likely caused by immune cell transitioning to trained immune cells or innate memory cells to increase the ability to survive and maintain energy production (42). In this experiment, we see the same phenomenon that glycolytic activity switched to mitochondrial OXPHOS following CpG-ODN delivery by the in ovo route and CP vaccine delivery by the IPL route. Because groups in Experiment A received a booster vaccine containing inactivated CP adjuvanted with CpG-ODN at Day 10 of age, we cannot confirm whether induction of trained immunity needs both CP vaccine at hatch and the booster vaccine.

We have previously demonstrated the utility of a single dose of CpG-ODN against yolk sac infections in neonatal broiler chickens; however, the immunoprotective ability of CpG-ODN declines by 6 days post administration (10,15,60) We have studied extensively to improve the duration of activity of CpG-ODN with different formulations such as carbon nanotubes and liposomes, but we were not successful in finding a formulation to lengthen the duration of the immunoprotective activity of CpG-ODN (11). Recently, we have demonstrated the proof of concepts that delivering CpG-ODN twice by the IM route in neonatal broiler chickens at Days 1 and 4 of age can induce trained immunity and protect birds against lethal E. coli septicemia later in life (42). The aim of Experiment B was to explore whether IM administration of two doses of CpG-ODN at Days 1 and 4 of age protected against NE at Day 20 of age. Birds that received two doses of CpG-ODN at Days 1 and 4 of age had significantly higher maximal and spare respiratory capacity of mitochondrial OXPHOS until Day 20 of age compared to the group that receive two doses of saline. In contrast, glycolytic activity was not elevated at Day 20 of age. The group that received two doses of CpG-ODN by the IM route had significantly lessened mortality and gross and histopathological lesions of NE following CP challenge at Day 20 of age compared to the group that received two IM injections of saline, because of induction of trained immunity. We have previously demonstrated the induction of trained immunity by IM delivery of two doses of CpG-ODN against a gram-negative bacterium, E. coli. Here, we demonstrated protection of birds against a Gram-positive bacterium, CP, following induction of trained immunity by CpG-ODN.

One of the aims in Experiment C was to study whether induction of trained immunity could be ensured by in ovo delivery of CpG-ODN and IPL delivery of CpG-ODN at hatch. Birds administered with CpG-ODN by the in ovo route and IPL route at hatch had increased mitochondrial OXPHOS; hence it was confirmed that induction of trained immunity can be accomplished by in ovo delivery of CpG-ODN and IPL delivery of CpG-ODN at hatch. Neonatal broiler chickens that received CpG-ODN by the in ovo and IPL routes had significantly low mortality, clinical score, and bacterial load in the air sacs at Day 27 of age following E. coli challenge compared to birds that did not receive CpG-ODN. Delivery of CpG-ODN by the in ovo route and IPL routes are industry feasible techniques, hence increasing the utility of CpG-ODN in the broiler chicken industry. We have demonstrated IPL delivery of CpG-ODN under field conditions previously as an industry feasible technique (61). The second aim in Experiment C was to study whether induction of trained immunity needed a combination of a CP vaccine at hatch and CP booster at 10 days of age following in ovo delivery of CpG-ODN. Birds administered with in ovo CpG-ODN and a live CP vaccine by the IPL route at hatch with or without a CP booster vaccine had increased mitochondrial OXPHOS; hence it is confirmed that only in ovo delivery of CpG-ODN and IPL delivery of CP vaccine at hatch was required to induced trained immunity. Furthermore, the same phenomenon of switching cellular energy demand from glycolytic activity to mitochondrial OXPHOS in birds induced with trained immunity was observed. This trained immunity protected them against E. coli septicemia following administration of CpG-ODN by the in ovo route and delivery of CP at hatch. Two CpG-ODN administrations are required to induce trained immunity in birds,. Here, we have only administered one dose of CpG-ODN by the in ovo route and a CP vaccine at hatch by the IPL route. We hypothesize that birds received a second dose of CpG from the live CP vaccine at hatch. Furthermore, we hypothesize that birds likely received a second dose of CpG-ODN from the dead CP in the lungs, since we could not culture a high number of CP at 24 hr post-IPL vaccination as we have seen previously (28). We have seen increased IL-1β and TNF-α gene expression in monocyte/macrophages from birds administered CpG-ODN by the in ovo route and CP delivery by the IPL route following E. coli challenge compared to birds challenged with E. coli with no CpG-ODN by the in ovo route and CP by the IPL route (P < 0.05). It has been demonstrated previously that individuals vaccinated with BCG had enhanced IL-1β following challenge with yellow fever virus and increased expression of IL-1β strongly correlated with reduced viremia associated with yellow fever (54).

The aim in Experiment D was to study whether the process of induction of trained immunity could be abolished by varIBDV SK09. Groups of chickens received both in ovo CpG-ODN, an IPL CP vaccine and booster then were exposed to varIBDV SK09 at 6 days of age. Birds that received in ovo CpG-ODN, IPL CP vaccine and a booster had significantly higher maximal and spare respiratory capacity of mitochondrial OXPHOS and glycolytic activity. In contrast, birds that received varIBDV SK09 in addition to in ovo CpG-ODN, IPL CP vaccine and a booster abolished higher basal, maximal and spare respiratory capacity of mitochondrial OXPHOS and glycolytic activities and OXPHOS and glycolytic activities, similar to birds that received only saline. IBDV depletes B cells and survive in macrophages. We hypothesize that IBDV abrogates induction of trained immunity by modulating functions of immune cells in broiler chickens (62,63). The scope of this study was not to examine the trained immunity mediated protection against varIBDV, but to observe the role of varIBDV SK09 during induction of trained immunity as birds were challenged soon after CpG-ODN administration (Day 6 of age). However, in future studies we will explore this aspect by analyzing transcriptomics and single cell RNA sequence. This observation illustrates the importance of varIBDV control in the broiler chicken industry as varIBDV associated immunosuppression leads not only to increase secondary bacterial infections but also abrogate induction of trained immunity and associated immunoprotection against other pathogens in broiler chickens.

In summary, we have demonstrated that delivery of CpG-ODN twice in neonatal broiler chickens can induce trained immunity to protect them against NE. Our results revealed that induction of trained immunity was associated with switching cellular energy metabolism from glycolysis to mitochondrial OXPHOS following two CpG-ODN administrations. Switching cellular energy demand from glycolysis to mitochondrial respiration likely associated with immune cells transitioning to trained immune cells or innate memory cells to survive longer. However, it would be important to explore epigenetic modifications such as DNA methylation and transcription of long noncoding RNAs associated with trained immunity to further elucidate mechanisms. We also demonstrated, for the first time, that birds administered with in ovo CpG-ODN and IPL delivery of a live CP vaccine at hatch were able to induce trained immunity and demonstrated protection against E. coli septicemia at 27 days of age. We have previously demonstrated that a single dose of CpG-ODN protected birds against yolk sac infections as an alternative to antibiotics, but here we demonstrated that two CpG-ODN administrations in neonatal broiler chickens induced trained immunity and protected them against bacterial infections later in life.

The authors are grateful to animal care technicians at the ACU, WCVM, University of Saskatchewan. Financial support was provided by grants from the Chicken Farmers of Saskatchewan (424357), Natural Sciences and Engineering Research Council of Canada (NSERC) Discovery program (420261), NSERC Alliance (427560), Canadian Poultry Research Council (427541) and Results Driven Agriculture Research Program (425526). Authors sincerely thank Dr. Ayumi Matsuyama-Kato (Department of Veterinary Pathology, University of Saskatchewan) for her commendable help for cytokine gene expression analysis. The animal use protocol was approved by the University of Saskatchewan’s Animal Care Committee Animal Research Ethics Board (Certificate of approval 20070008) and was conducted according to the Canadian Council on Animal Care guidelines.

Abbreviations:

2-DG =

2-deoxy-d-glucose;

ACU =

Animal Care Unit;

AMR =

antimicrobial resistant;

AMU =

antimicrobial use;

BCG =

Bacillus Calmette-Guérin (BCG);

BF =

bursa of Fabricius;

CCS =

cumulative clinical score;

CFU =

colony forming unit;

CMM =

cooked meat broth media;

CP =

Clostridium perfringens;

CpG-ODN =

oligodeoxynucleotides containing unmethylated cytosine-phosphodiester-guanine motifs;

DCs =

dendritic cells;

ECAR =

extracellular acidification;

EID50 =

egg infectious dose rate;

FCCP =

carbonyl cyanide p-(tri-fluromethoxy)phenyl-hydrazone;

GLA =

gut–lung axis;

IBD(V) =

infectious bursal disease (virus);

IL =

interleukin;

IM =

intramuscular;

IPL =

intrapulmonary;

MACS =

magnetic activated cell sorting;

NE =

necrotic enteritis;

NSERC =

Natural Sciences and Engineering Research Council of Canada;

OCR =

oxygen consumption rate;

OXPHOS =

oxidative phosphorylation;

PAMPs =

pathogen-associated molecular patterns;

PBMC =

peripheral blood mononuclear cells;

PBS =

phosphate-buffered saline;

RPMI =

Roswell Park Memorial Institute;

Rot/AA =

rotenone/antimycin A;

rRT-qPCR =

real time quantitative PCR;

RWA =

raised without antibiotics;

SC =

subcutaneous;

SPF =

specific-pathogen free;

Th =

T-helper;

TLR =

toll-like receptors;

TNF =

tumor necrosis factor;

vIBDV =

variant infectious bursal disease virus;

WCVM =

Western College of Veterinary Medicine

1.
Velazquez-Meza
ME
,
Galarde-López
M
,
Carrillo-Quiróz
B
,
Alpuche-Aranda
CM.
Antimicrobial resistance: one health approach
.
Vet. World
.
15
:
743
749
;
2022
.
2.
Casewell
M
,
Friis
C
,
Marco
E
,
McMullin
P
,
Phillips
I.
The European ban on growth-promoting antibiotics and emerging consequences for human and animal health
.
J Antimicrob Chemother
.
52
:
159
161
;
2003
.
3.
Mogensen
TH.
Pathogen recognition and inflammatory signaling in innate immune defenses
.
Clin Microbiol Rev
.
22
:
240
273
;
2009
.
4.
Takeshita
F
,
Leifer
CA
,
Gursel
I
,
Ishii
KJ
,
Takeshita
S
,
Gursel
M
,
Klinman
DM.
Cutting edge: role of toll-like receptor 9 in CpG DNA-induced activation of human cells
.
J. Immunol
.
167
:
3555
3558
;
2001
.
5.
Brownlie
R
,
Zhu
J
,
Allan
B
,
Mutwiri
GK
,
Babiuk
LA
,
Potter
A
,
Griebel
P.
Chicken TLR21 acts as a functional homologue to mammalian TLR9 in the recognition of CpG oligodeoxynucleotides
.
Mol Immunol
.
46
:
3163
3170
;
2009
.
6.
Krieg
AM.
CpG motifs in bacterial DNA and their immune effects
.
Annu Rev Immunol
.
20
:
709
760
;
2002
.
7.
Hemmi
H
,
Takeuchi
O
,
Kawai
T
,
Kaisho
T
,
Sato
S
,
Sanjo
H
,
Matsumoto
M
,
Hoshino
K
,
Wagner
H
,
Takeda
K.
A toll-like receptor recognizes bacterial DNA
.
Nature
.
408
:
740
745
;
2000
.
8.
Cho
HC
,
Kim
BH
,
Kim
K
,
Park
JY
,
Chang
J-H
,
Kim
S-K.
Cancer immunotherapeutic effects of novel CpG ODN in murine tumor model
.
Int Immunopharmacol
.
8
:
1401
1407
;
2008
.
9.
Shirota
H
,
Tross
D
,
Klinman
DM.
CpG oligonucleotides as cancer vaccine adjuvants
.
Vaccines
.
3
:
390
407
;
2015
.
10.
Gomis
S
,
Babiuk
L
,
Godson
DL
,
Allan
B
,
Thrush
T
,
Townsend
H
,
Willson
P
,
Waters
E
,
Hecker
R
,
Potter
A.
Protection of chickens against Escherichia coli infections by DNA containing CpG motifs
.
Infect Immun
.
71
:
857
863
;
2003
.
11.
Gunawardana
T
,
Foldvari
M
,
Zachar
T
,
Popowich
S
,
Chow-Lockerbie
B
,
Ivanova
MV
,
Tikoo
S
,
Kurukulasuriya
S
,
Willson
P
,
Gomis
S.
Protection of neonatal broiler chickens following in ovo delivery of oligodeoxynucleotides containing CpG motifs (CpG-ODN) formulated with carbon nanotubes or liposomes
.
Avian Dis
.
59
:
31
37
;
2015
.
12.
Gomis
S
,
Babiuk
L
,
Allan
B
,
Willson
P
,
Waters
E
,
Hecker
R
,
Potter
A.
Protection of chickens against a lethal challenge of Escherichia coli by a vaccine containing CpG oligodeoxynucleotides as an adjuvant
.
Avian Dis
.
51
:
78
83
;
2007
.
13.
Taghavi
A
,
Allan
B
,
Mutwiri
G
,
Van Kessel
A
,
Willson
P
,
Babiuk
L
,
Potter
A
,
Gomis
S.
Protection of neonatal broiler chicks against Salmonella Typhimurium septicemia by DNA containing CpG motifs
.
Avian Dis
.
52
:
398
406
;
2008
.
14.
Goonewardene
K
,
Ahmed
KA
,
Gunawardana
T
,
Popowich
S
,
Kurukulasuriya
S
,
Karunarathna
R
,
Gupta
A
,
Ayalew
LE
,
Lockerbie
B
,
Foldvari
M.
Mucosal delivery of CpG-ODN mimicking bacterial DNA via the intrapulmonary route induces systemic antimicrobial immune responses in neonatal chicks
.
Sci Rep
.
10
:
1
10
;
2020
.
15.
Goonewardene
KB
,
Popowich
S
,
Gunawardana
T
,
Gupta
A
,
Kurukulasuriya
S
,
Karunarathna
R
,
Chow-Lockerbie
B
,
Ahmed
KA
,
Tikoo
SK
,
Foldvari
M.
Intrapulmonary delivery of CpG-ODN microdroplets provides protection against Escherichia coli septicemia in neonatal broiler chickens
.
Avian Dis
.
61
:
503
511
;
2017
.
16.
Gunawardana
T
,
Ahmed
KA
,
Goonewardene
K
,
Popowich
S
,
Kurukulasuriya
S
,
Karunarathna
R
,
Gupta
A
,
Lockerbie
B
,
Foldvari
M
,
Tikoo
SK.
Synthetic CpG-ODN rapidly enriches immune compartments in neonatal chicks to induce protective immunity against bacterial infections
.
Sci Rep
.
9
:
1
19
;
2019
.
17.
Nolan
LK
,
Barnes
HJ
,
Vaillancourt
J-P
,
Abdul-Aziz
T
,
Logue
CM.
Colibacillosis. In:
Swayne
DE
, editor,
Diseases of poultry
.
Hoboken (NJ)
:
John Wiley & Sons
. p.
751
805
;
2013
.
18.
Lutful Kabir
S.
Avian colibacillosis and salmonellosis: a closer look at epidemiology, pathogenesis, diagnosis, control and public health concerns
.
Int J Environ Res Public Health
.
7
:
89
114
;
2010
.
19.
Gomis
SM
,
Riddell
C
,
Potter
AA
,
Allan
BJ.
Phenotypic and genotypic characterization of virulence factors of Escherichia coli isolated from broiler chickens with simultaneous occurrence of cellulitis and other colibacillosis lesions
.
Can J Vet Res
.
65
:
1
6
;
2001
.
20.
Ewers
C
,
Li
G
,
Wilking
H
,
Kieβling
S
,
Alt
K
,
Antáo
E-M
,
Laturnus
C
,
Diehl
I
,
Glodde
S
,
Homeier
T.
Avian pathogenic, uropathogenic, and newborn meningitis-causing Escherichia coli: how closely related are they
?
Intl Med Microbiol
.
297
:
163
176
;
2007
.
21.
Mora
ZV-dl
,
Macías-Rodríguez
ME
,
Arratia-Quijada
J
,
Gonzalez-Torres
YS
,
Nuño
K
,
Villarruel-López
A.
Clostridium perfringens as foodborne pathogen in broiler production: pathophysiology and potential strategies for controlling necrotic enteritis
.
Animals
.
10
:
1
28
;
2020
.
22.
McDevitt
R
,
Brooker
J
,
Acamovic
T
,
Sparks
N.
Necrotic enteritis; a continuing challenge for the poultry industry
.
World's Poult Sci J
.
62
:
221
247
;
2006
.
23.
Fathima
S
,
Hakeem
WGA
,
Shanmugasundaram
R
,
Selvaraj
RK.
Necrotic enteritis in broiler chickens: a review on the pathogen, pathogenesis, and prevention
.
Microorganisms
.
10
:
1
29
;
2022
.
24.
Bouverot
P.
Control of breathing in birds compared with mammals
.
Physiol Rev
.
58
:
604
655
;
1978
.
25.
Watson
RR
,
Fu
Z
,
West
JB.
Minimal distensibility of pulmonary capillaries in avian lungs compared with mammalian lungs
.
Respir Physiol Neurobiol
.
160
:
208
214
;
2008
.
26.
Enaud
R
,
Prevel
R
,
Ciarlo
E
,
Beaufils
F
,
Wieërs
G
,
Guery
B
,
Delhaes
L.
The gut–lung axis in health and respiratory diseases: a place for inter-organ and inter-kingdom crosstalks
.
Front Cell Infect Microbiol
.
10
:
1
11
;
2020
.
27.
Ruane
D
,
Brane
L
,
Reis
BS
,
Cheong
C
,
Poles
J
,
Do
Y
,
Zhu
H
,
Velinzon
K
,
Choi
J-H
,
Studt
N.
Lung dendritic cells induce migration of protective T cells to the gastrointestinal tract
.
J Exp Med
.
210
:
1871
1888
;
2013
.
28.
Gautam
H
,
Ahmed
KA
,
Subhasinghe
I
,
Popowich
S
,
Matsuyama-Kato
A
,
Chow-Lockerbie
B
,
Ayalew
LE
,
Tikoo
S
,
Griebel
P
,
Gomis
S.
Protection of broiler chickens against necrotic enteritis by intrapulmonary delivery of a live Clostridium perfringens vaccine exploiting the gut-lung–axis concept
.
Avian Dis
.
68
:
240
253
;
2024
.
29.
Lukert
PD
,
Saif
Y.
Infectious bursal disease. In:
Saif
YM
,
Glisson
JR
,
Fadly
AM
,
McDougald
LR
,
Swayne
DE
, editors.
Diseases of poultry
. 11th edition.
Ames
:
Iowa State University Press
. p.
161
180
;
2003
.
30.
Kurukulasuriya
S
,
Ahmed
KA
,
Ojkic
D
,
Gunawardana
T
,
Goonewardene
K
,
Gupta
A
,
Chow-Lockerbie
B
,
Popowich
S
,
Willson
P
,
Tikoo
SK.
Modified live infectious bursal disease virus (IBDV) vaccine delays infection of neonatal broiler chickens with variant IBDV compared to turkey herpesvirus (HVT)-IBDV vectored vaccine
.
Vaccine
.
35
:
882
888
;
2017
.
31.
Turvey
SE
,
Broide
DH.
Innate immunity
.
J Allergy Clin Immunol
.
125
:
24
32
;
2010
.
32.
Van't Wout
J
,
Poell
R
,
Van Furth
R.
The role of BCG/PPD‐activated macrophages in resistance against systemic candidiasis in mice
.
Scand J Immunol
.
36
:
713
720
;
1992
.
33.
Kaufmann
E
,
Sanz
J
,
Dunn
JL
,
Khan
N
,
Mendonça
LE
,
Pacis
A
,
Tzelepis
F
,
Pernet
E
,
Dumaine
A
,
Grenier
J-C.
BCG educates hematopoietic stem cells to generate protective innate immunity against tuberculosis
.
Cell
.
172
:
176
190
;
2018
.
34.
Benn
CS
,
Netea
MG
,
Selin
LK
,
Aaby
P.
A small jab–a big effect: nonspecific immunomodulation by vaccines
.
Trends Immunol
.
34
:
431
439
;
2013
.
35.
Kleinnijenhuis
J
,
Quintin
J
,
Preijers
F
,
Joosten
LA
,
Jacobs
C
,
Xavier
RJ
,
van Der Meer
JW
,
van Crevel
R
,
Netea
MG.
BCG-induced trained immunity in NK cells: role for non-specific protection to infection
.
Clin Immunol
.
155
:
213
219
;
2014
.
36.
Kleinnijenhuis
J
,
Quintin
J
,
Preijers
F
,
Joosten
LA
,
Ifrim
DC
,
Saeed
S
,
Jacobs
C
,
van Loenhout
J
,
de Jong
D
,
Stunnenberg
HG.
Bacille Calmette-Guerin induces NOD2-dependent nonspecific protection from reinfection via epigenetic reprogramming of monocytes
.
Proc Natl Acad Sci
.
109
:
17537
17542
;
2012
.
37.
Netea
MG
,
Joosten
LA
,
Latz
E
,
Mills
KH
,
Natoli
G
,
Stunnenberg
HG
,
O’Neill
LA
,
Xavier
RJ.
Trained immunity: a program of innate immune memory in health and disease
.
Science
.
352
:
1
16
;
2016
.
38.
Ribes
S
,
Meister
T
,
Ott
M
,
Redlich
S
,
Janova
H
,
Hanisch
U-K
,
Nessler
S
,
Nau
R.
Intraperitoneal prophylaxis with CpG oligodeoxynucleotides protects neutropenic mice against intracerebral Escherichia coli K1 infection
.
J Neuroinflammation
.
11
:
1
11
;
2014
.
39.
De Sousa
VL
,
Araújo
SB
,
Antonio
LM
,
Silva-Queiroz
M
,
Colodeti
LC
,
Soares
C
,
Barros-Aragão
F
,
Mota-Araujo
HP
,
Alves
VS
,
Coutinho-Silva
R.
Innate immune memory mediates increased susceptibility to Alzheimer’s disease-like pathology in sepsis surviving mice
.
Brain Behav Immun
.
95
:
287
298
;
2021
.
40.
Moorlag
SJ
,
Rodriguez-Rosales
YA
,
Gillard
J
,
Fanucchi
S
,
Theunissen
K
,
Novakovic
B
,
De Bont
CM
,
Negishi
Y
,
Fok
ET
,
Kalafati
L.
BCG vaccination induces long-term functional reprogramming of human neutrophils
.
Cell Rep
.
33
:
1
21
;
2020
.
41.
Garly
M-L
,
Martins
CL
,
Balé
C
,
Baldé
MA
,
Hedegaard
KL
,
Gustafson
P
,
Lisse
IM
,
Whittle
HC
,
Aaby
P.
BCG scar and positive tuberculin reaction associated with reduced child mortality in West Africa: a non-specific beneficial effect of BCG
?
Vaccine
.
21
:
2782
2790
;
2003
.
42.
Subhasinghe
I
,
Ahmed
KA
,
Ayalew
LE
,
Gautam
H
,
Popowich
S
,
Matsuyama-Kato
A
,
Chow-Lockerbie
B
,
Tikoo
SK
,
Griebel
P
,
Gomis
S.
Induction of trained immunity in broiler chickens following delivery of oligodeoxynucleotide containing CpG motifs to protect against Escherichia coli septicemia
.
Sci Rep
.
14
:
1
15
;
2024
.
43.
Gunawardana
T
,
Ahmed
KA
,
Popowich
S
,
Kurukulasuriya
S
,
Lockerbie
B
,
Karunarathana
R
,
Ayalew
LE
,
Liu
M
,
Tikoo
SK
,
Gomis
S.
Comparison of therapeutic antibiotics, probiotics, and synthetic CpG-ODNs for protective efficacy against Escherichia coli lethal infection and impact on the immune system in neonatal broiler chickens
.
Avian Dis
.
66
:
165
175
;
2022
.
44.
Kurukulsuriya
S
,
Ahmed
KA
,
Ojkic
D
,
Gunawardana
T
,
Gupta
A
,
Goonewardene
K
,
Karunaratne
R
,
Popowich
S
,
Willson
P
,
Tikoo
SK.
Circulating strains of variant infectious bursal disease virus may pose a challenge for antibiotic-free chicken farming in Canada
.
Res Vet Sci
.
108
:
54
59
;
2016
.
45.
Goonewardene
KB
,
Karu
N
,
Ahmed
KA
,
Popowich
S
,
Chow-Lockerbie
B
,
Ayalew
LE
,
Karunarathna
R
,
Gunawardana
T
,
Liu
M
,
Tikoo
SK.
CpG-ODN induced antimicrobial immunity in neonatal chicks involves a substantial shift in serum metabolic profiles
.
Sci Rep
.
11
:
1
13
;
2021
.
46.
Gomis
S
,
Babiuk
L
,
Allan
B
,
Willson
P
,
Waters
E
,
Ambrose
N
,
Hecker
R
,
Potter
A.
Protection of neonatal chicks against a lethal challenge of Escherichia coli using DNA containing cytosine-phosphodiester-guanine motifs
.
Avian Dis
.
48
:
813
822
;
2004
.
47.
Gautam
H
,
Ayalew
LE
,
Shaik
NA
,
Subhasinghe
I
,
Popowich
S
,
Chow-Lockerbie
B
,
Dixon
A
,
Ahmed
KA
,
Tikoo
SK
,
Gomis
S.
Exploring the predictive power of jejunal microbiome composition in clinical and subclinical necrotic enteritis caused by Clostridium perfringens: insights from a broiler chicken model
.
J Transl Med
.
22
:
1
-
18
;
2024
.
48.
Zachar
T
,
Popowich
S
,
Goodhope
B
,
Knezacek
T
,
Ojkic
D
,
Willson
P
,
Ahmed
KA
,
Gomis
S.
A 5-year study of the incidence and economic impact of variant infectious bursal disease viruses on broiler production in Saskatchewan
,
Canada. Can J Vet Res
.
80
:
255
261
;
2016
.
49.
Kurukulsuriya
S
,
Ahmed
KA
,
Ojkic
D
,
Gunawardana
T
,
Gupta
A
,
Goonewardene
K
,
Karunaratne
R
,
Popowich
S
,
Willson
P
,
Tikoo
SK
, et al.
Circulating strains of variant infectious bursal disease virus may pose a challenge for antibiotic-free chicken farming in Canada
.
Res Vet Sci
.
108
:
54
59
;
2016
.
50.
Reed
LJ
,
Muench
H.
A simple method of estimating fifty per cent endpoints
.
Am J Epidemiol
.
27
:
493
497
;
1938
.
51.
Kurukulasuriya
SN.
Efficacy of vaccines against variant infectious bursal disease viruses to control immunosuppression in the broiler chicken industry in Canada
[dissertation]. [
Saskatchewan (Canada)
]:
University of Saskatchewan
;
2017
.
52.
Boodhoo
N
,
Behboudi
S.
Marek’s disease virus-specific T cells proliferate, express antiviral cytokines but have impaired degranulation response
.
Front Immunol
.
13
:
1
13
;
2022
.
53.
Netea
MG
,
Domínguez-Andrés
J
,
Barreiro
LB
,
Chavakis
T
,
Divangahi
M
,
Fuchs
E
,
Joosten
LA
,
van der Meer
JW
,
Mhlanga
MM
,
Mulder
WJ.
Defining trained immunity and its role in health and disease
.
Nat Rev Immunol
.
20
:
375
388
;
2020
.
54.
Arts
RJ
,
Moorlag
SJ
,
Novakovic
B
,
Li
Y
,
Wang
S-Y
,
Oosting
M
,
Kumar
V
,
Xavier
RJ
,
Wijmenga
C
,
Joosten
LA.
BCG vaccination protects against experimental viral infection in humans through the induction of cytokines associated with trained immunity
.
Cell Host Microbe
.
23
:
89
100
;
2018
.
55.
Di Luzio
N
,
Williams
D.
Protective effect of glucan against systemic Staphylococcus aureus septicemia in normal and leukemic mice
.
Infect Immun
.
20
:
804
810
;
1978
.
56.
Gourbal
B
,
Pinaud
S
,
Beckers
GJ
,
Van Der Meer
JW
,
Conrath
U
,
Netea
MG.
Innate immune memory: an evolutionary perspective
.
Immunol Rev
.
283
:
21
40
;
2018
.
57.
Rieckmann
A
,
Villumsen
M
,
Sørup
S
,
Haugaard
LK
,
Ravn
H
,
Roth
A
,
Baker
JL
,
Benn
CS
,
Aaby
P.
Vaccinations against smallpox and tuberculosis are associated with better long-term survival: a Danish case-cohort study 1971–2010
.
Int J Epidemiol
.
46
:
695
705
;
2017
.
58.
Ciarlo
E
,
Heinonen
T
,
Théroude
C
,
Asgari
F
,
Le Roy
D
,
Netea
MG
,
Roger
T.
Trained immunity confers broad-spectrum protection against bacterial infections
.
J Infect Dis
.
222
:
1869
-
1881
;
2020
.
59.
Jirjees
FJ
,
Bashi
YHD
,
Al-Obaidi
HJ.
COVID-19 death and BCG vaccination programs worldwide
.
Tuberc Respir Dis (Seoul
).
84
:
13
21
;
2021
.
60.
Gunawardana
T
,
Ahmed
KA
,
Goonewardene
K
,
Popowich
S
,
Kurukulasuriya
S
,
Karunarathana
R
,
Ayalew
LE
,
Gupta
A
,
Lockerbie
B
,
Foldvari
M.
CpG-ODN induces a dose-dependent enrichment of immunological niches in the spleen and lungs of neonatal chicks that correlates with the protective immunity against Escherichia coli
.
J Immunol Res
.
2020
:
1
15
;
2020
.
61.
Goonewardene
K
,
Popowich
S
,
Gebhardt
S
,
Gunawardana
T
,
Gupta
A
,
Kurukulasuriya
S
,
Karunarathna
R
,
Liu
M
,
Chow-Lockerbie
B
,
Ayalew
L.
Aerosol delivery of synthetic DNA containing CpG motifs in broiler chicks at hatch under field conditions using a commercial-scale prototype nebulizer provided protection against lethal Escherichia coli septicemia
.
Poult Sci
.
100
:
1
10
;
2021
.
62.
Lee
C-C
,
Wu
CC
,
Lin
TL.
Role of chicken melanoma differentiation-associated gene 5 in induction and activation of innate and adaptive immune responses to infectious bursal disease virus in cultured macrophages
.
Arch Virol
.
160
:
3021
3035
;
2015
.
63.
Trapp
J
,
Rautenschlein
S.
Infectious bursal disease virus’ interferences with host immune cells: what do we know
?
Avian Pathol
.
51
:
303
316
;
2022
.
64.
Abdul-Careem
MF
,
Haq
K
,
Shanmuganathan
S
,
Read
LR
,
Schat
KA
,
Heidari
M
,
Sharif
S.
Induction of innate host responses in the lungs of chickens following infection with a very virulent strain of Marek's disease virus
.
Virology
.
393
:
250
257
;
2009
.
65.
Rohde
F
,
Schusser
B
,
Hron
T
,
Farkašová
H
,
Plachý
J
,
Härtle
S
,
Hejnar
J
,
Elleder
D
,
Kaspers
B.
Characterization of chicken tumor necrosis factor-α, a long missed cytokine in birds
.
Front Immunol
.
9
:
1
14
;
2018
.
66.
Brisbin
JT
,
Zhou
H
,
Gong
J
,
Sabour
P
,
Akbari
MR
,
Haghighi
HR
,
Yu
H
,
Clarke
A
,
Sarson
AJ
,
Sharif
S.
Gene expression profiling of chicken lymphoid cells after treatment with Lactobacillus acidophilus cellular components
.
Dev Comp Immunol
.
32
:
563
574
;
2008
.