Abstract
Mechanisms underlying modern increases in prevalence of human inflammatory diseases remain unclear. The hygiene hypothesis postulates that decreased microbial exposure has, in part, driven this immune dysregulation. However, dietary fatty acids also influence immunity, partially through modulation of responses to microbes. Prior reports have described the direct effects of high fat diets on the gut microbiome and inflammation, and some have additionally shown metabolic consequences for offspring. Our study sought to expand on these previous observations to identify the effects of parental diet on offspring immunity using mouse models to provide insights into challenging aspects of human health. To test the hypothesis that parental dietary fat consumption during gestation and lactation influences offspring immunity, we compared pups of mice fed either a Western diet fatty acid profile or a standard low fat diet. All pups were weaned onto the control diet to specifically test the effects of early developmental fat exposure on immune development. Pups from Western diet breeders were not obese or diabetic, but still had worse outcomes in models of infection, autoimmunity, and allergic sensitization. They had heightened colonic inflammatory responses, with increased circulating bacterial lipopolysaccharide (LPS) and muted systemic LPS responsiveness. These deleterious impacts of the Western diet were associated with alterations of the offspring gut microbiome. These results indicate that parental fat consumption can leave a “lard legacy” impacting offspring immunity and suggest inheritable microbiota may contribute to the modern patterns of human health and disease.
INTRODUCTION
The prevalence of multiple immune-mediated diseases continues to increase in ‘Western’ societies (1, 2). The hygiene hypothesis, originally proposed as a reason for the inverse correlation between family size and atopy (3), has expanded to become a potential explanation for the rising prevalence of inflammatory disorders. It postulates that modern decreases in microbial exposure affect immune development and promote dysregulated immunity (1, 4, 5). Animal studies of bacterial lipopolysaccharide (LPS), the prototypical surrogate of infectious exposure, and its mammalian receptor, Toll-like receptor 4 (TLR4), have led to modern iterations of the hygiene hypothesis that propose environmental exposure to LPS early in life protects against the development of immune dysfunction (4). This is further supported by epidemiological studies that correlate a decreased risk of asthma and allergy in children from homes with high LPS levels (6) and a higher risk of multiple sclerosis among affluent populations (1).
The modern increase in caloric intake and dietary fat in the ‘Western diet’ has also been correlated with both metabolic and immune-mediated diseases (7). Fatty acids have been shown to promote inflammatory responses through multiple mechanisms that include direct action on immune cells, conversion into inflammatory lipid mediators, and alteration of cell membrane characteristics (8). Dietary fats can increase colonic permeability to gut microbial products such as LPS (9), triggering colonic and systemic inflammation that may proceed to immune dysregulation. An additional potential link between dietary fats and the hygiene hypothesis is the ability of free fatty acids to stimulate TLR4, mimicking the saturated fatty acids that compose the bioactive lipid A moiety of LPS (10-12). Multiple studies have correlated fatty acid intake with changes in both LPS response and the rates of ‘Western diseases’ (13, 14) based primarily on epidemiological data or on short-term responses to high fat meals. Since the rates of immune-mediated diseases have dramatically increased in the population born since the late 1980’s (15, 16), whose parents were among the first with robustly excessive dietary saturated fat calories (15), we hypothesized that alteration in dietary fat exposure during gestation and early perinatal development could impact the immune response later in life.
MATERIALS AND METHODS
Dietary Exposure
We placed breeding mice on customized specialty diets with fatty acid content derived from natural oils (Table I). The diets were derived from a master mix of proteins and micronutrients before the carbohydrates and dietary fats were added to ensure differences between diets were primarily in fatty acid content and the fat:carbohydrate ratio. All diet pellets were purchased from Research Diets Inc (New Brunswick, NJ) with independent mass spectrometry content verification (Covance, Princeton, NJ). Mass spectrometry of samples from two areas of each chow bag upon arrival and six months after storage at negative 80 °C confirmed the reported fatty acid content. All samples were within 5% of the reported content and had the expected ratios of fatty acids. There was less than 7% breakdown of the fatty acids during storage, with maintenance of the fatty acid ratios.
Table I. Fatty acid content and source for the diets studied.
Breakdown of dietary components in the diets studied are shown, including protein, carbohydrates (carb), fat, and % of fat that was saturated, poly-unsaturated fatty acids (PUFA), or mono-unsaturated fatty acids (MUFA). The dietary source for each fatty acid is shown. All diets were made from natural oils. Human recommended diet (RD) reflects the guidelines of the United States Department of Agriculture.
| Human RD | Omega-6 | Western | Low Fat | |
|---|---|---|---|---|
| Protein (% kCal) | 20 | 20 | 20 | 20 |
| Carb (% kCal) | 50 | 40 | 40 | 70 |
| Fat (% kCal) | <30 | 40 | 40 | 10 |
| %Fat Saturated | 10 | 10 | 40 | 10 |
| % Fat PUFA | 77 | 21 | 72 | |
| % Fat MUFA | 14 | 39 | 18 | |
| Saturated Fat Source | -- | Palm Oil | -- | |
| ω6 Source | Safflower | Soy | Soy/Safflower | |
| ω3 Source | -- | Menhaden | Flaxseed | |
| ω6: ω3 Ratio | 2:1 | 63:1 | 8:1 | 2:1 |
The breeders used in the study were all littermates and were placed on the special diets one day before being placed in the breeding cages. Their pups were thus exposed to these diets in utero until birth, and for an additional 3 weeks via breast milk. At three weeks of age, the pups were weaned to new cages and all pups were placed on our LF control diet. After two to three weeks on the LF diet, the mice were placed into the challenge models described below and were maintained on the LF diet for the duration of each experiment. Therefore, at time of challenge, the only difference between the mice tested was the dietary fat and carbohydrate consumed by their parents during gestation and nursing. For investigation of the effects of actively being on the Western diet (WD), we placed mice on WD chow for two weeks after weaning from breeders on a standard diet.
Mice
BALB/c and C57BL/6 mice were purchased from Jackson Labs, Bar Harbor ME to set up breeders. Littermates were used as the breeders that were exposed to the experimental diets. Two to three breeder pairs per dietary group were maintained active at all times for approximately five months each. The breeders were renewed as a unit on two separate occasions during the study; all breeder cages were stopped and replaced with new breeding pairs. For co-housing experiments, mice from at least two breeders were used so that a cage with two pups from a given diet group would come from two different breeding pairs. Mice were given autoclaved, acidified water (pH 2.7-3.1). The bedding provided was Maple Sani Chip (Harlan Laboratories, Indianapolis, IN). All animal experiments were done in compliance with the guidelines of the NIAID Institutional Animal Care and Use Committee in specific pathogen free NIH animal care facilities that were documented to be free of Norovirus and Helicobacter.
Pulmonary fat content
Lungs from mice were harvested one week after weaning and stored in PBS at −80°C. Mass spectrometry was performed at Covance (Madison, WI).
Escherichia coli sepsis
Mice were infected intraperitoneally with 104 colony forming units of E. coli K1018 (gift from M. Lu, NIAID) and followed for two weeks for evidence of moribundity.
Staphylococcus aureus infections
107 CFU of USA300 strain of MRSA (gift from F. DeLeo, Rocky Mountain Laboratories, NIAID) with Cytodex beads (Sigma, St. Louis, MO) were injected intradermally (100μl) into the shaved back of each mouse. Resultant abscess size, bacterial burden, and skin cytokine analysis were done as previously described (17). Taqman probes for TLR2 (Mm00439614_m1*), IL-17A (Mm00439619_m1*), DefB4 (Mm00731768_m1*), IL-1β (Mm01336189_m1*), IL-10 (Mm00442346_m1*), VDR (Mm00437297_m1*) and CYP27b1 (Mm01165918_g1) were purchased from Life Technologies. Comparison of signal was performed using the ΔΔCT method.
Experimental autoimmune encephalitis
Mice were injected with 200 μg of MOG protein (AnaSpec, Fremont, CA) with 300 μg of CFA (Difco, Franklin Lakes, NJ) subcutaneously on day 0. They were also injected with 500 ng of pertussis toxin (List Biological Laboratories, Inc, Campbell, CA) intraperitoneally on Day 0 and 2. They were monitored and scored daily based on the following scale: 1: limp tail; 2: paralysis of one hind leg; 3: paralysis of both legs; 4: paralysis or clumsiness in either front legs; 5: death. They were scored by Animal Care Facility technicians who were blinded and independent of our study.
Anaphylaxis
For 4 weeks, mice were sensitized by weekly gavage with 1 mg of peanut protein (Protein Plus, Fitzgerald, GA) and 20 μg of cholera toxin (List Biological Laboratories, Inc, Campbell, CA) in 200 ml PBS (Cellgro, Manassas VA). Thirty minutes prior to each sensitization, mice were gavaged with 150 ml of bicarbonate (Mallinckrodt, Phillipsburg, NJ). On the last day of sensitization, peripheral temperature transponders were injected subcutaneously (Bio Medic Data Systems, Inc, Seaford, DE). One day later, blood was taken to measure peanut-specific IgG and IgE. Then, mice were challenged with 5 mg of peanut protein intraperitoneally. Temperature was measured every 5-15 minutes for 60-90 minutes. Anaphylaxis scores were taken at time of temperature measurement and based on the following scale: 1: face scratching or swelling around the eyes; 2: heavy breathing or raised hair; 3: no spontaneous movement, other than breathing; 4: no movement when prodded or seizures; 5: death. A similar protocol was followed to test anaphylactic response to OVA instead of peanut, using 1 mg for sensitization and 5mg for challenge.
Colon stimulation
Whole colons were excised, washed, weighed, and placed in 1 mL DMEM (Cellgro, Manassas, VA) with 10% FBS (Thermo, Dubuque, IA) for 24-72 hours in the presence of 100 ng/ml of LPS (List Biological Laboratories, Campbell, CA). Cytokine levels of the supernatants were measured with the Bio-plex suspension array system on a Bio-plex 200 (Bio-Rad, Hercules, CA).
Splenocyte stimulation
Single cell suspensions of live splenocytes (2e6/ml) were stimulated with 100 ng/ml of LPS (List Biological Laboratories) or 1 μg/ml of ConA (Sigma, St. Louis, MO) at 37°C under 5% CO2 in MEM (Minimal Essential Medium, Mediatech, Inc. Manassas, VA) supplemented with 10% NCS (Newborn Calf Serum, HyClone, from Thermo Scientific, Dubuque, IA), and 100 U/ml penicillin and 100 g/ml streptomycin (MEM/NCS) for 24-72 hours. Cytokines were measured with the Bio-plex suspension array system on a Bio-plex 200 (Bio-Rad).
Treg cell detection
Colons were removed and flushed with cold 10% FBS/HBSS solution to clear fecal material. Next, colons were opened via a longitudinal incision then cut laterally into three pieces. Samples were then incubated in a 10% FBS/HBSS solution supplemented with 0.05M EDTA for 15 min at 37°C with 125 rpm shaking. After incubation, the epithelial layer was gently scraped off and colons were minced, exposing the lamina propria. Processed samples were then incubated in a 20% FBS/HBSS solution supplemented with 2% collagenase, 2% dispase and 0.1 mg of DNAse for 1 h at 37°C with 185 rpm shaking. Digested tissue and solution were then passed through 100- and 40-micron filters to obtain single-cell suspensions. After thorough washing with cold 1× PBS, colonic lamina propria cells were labeled with LIVE/DEAD® fixable violet dead stain (Invitrogen; Grand Island, NY), anti-mouse CD45 (FITC), anti-mouse CD25 (APC or PE-CY7), anti-mouse CD4 (PE-CY7 or APC), and anti-mouse Foxp3 (PE), using Foxp3 staining buffer reagents (eBioscience; San Diego, CA). Flow cytometric 19 data was acquired on an LSRFortessa (BD Bioscience, San Jose, CA) and analyzed with FlowJo software (Treestar, Ashland, OR). Splenic Treg cells were detected in a similar manner after obtaining single cell suspensions (2e6/ml).
Macrophage recruitment and processing
Mice were injected with 1 ml of sterile Brewer thioglycolate broth (Difco Laboratories, Detroit, MI) and peritoneal cells were harvested five days later as previously described (18). Cells from 3-5 mice were pooled. RNA was extracted using the RNAeasy Kit (Qiagen) per the manufacturer’s instructions and evaluated by RT-PCR identically to skin mRNA processing. Taqman probes for TLR4 (Mm00445273_m1*) and LBP (Mm00493139_m1*) were from Life Technologies.
Liver LPS content
Livers were harvested from mice and homogenized using TissueLyser (Qiagen, San Diego, CA) in a 2 ml tube (Eppendorf, Hauppauge, NY) with a steel ball bearing (Qiagen). The homogenized liquid was assayed for LPS content using a commercial kit (Hycult, Plymouth Meeting, PA).
Chromatin immunoprecipitation
Immunoprecipitation of sheared chromatin from splenocytes was done according to the Millipore Magna-ChIP protocol as previously described (19), using Protein G beads (Millipore, Temecula, CA) and anti-H3K9Me3 or isotype control IgG (Millipore). QIAquick PCR purification kit (QIAGEN) was then used to purify DNA. Quantitative PCR was performed using SYBR Green labeled primers (Applied Biosystems, Foster City, CA). Primers (Forward; Reverse): Gapdh (GTCATCATCTCCGCCCCTTCTGC; GATGCCTGCTTCACCACCTTCTTG), LBP (GGACAGCAACTCCCTAACTTACCC; GCAGAAATGGAACCCAGGCTAC), CD14 (CAGAGAACACCACCGCTGTAAAG; AGATTCCTCAGGTTGGCTCCAG), TLR4 (TTCAGGGCTTTCTGTGGGAAC; AGATTTTCATCAGGCTTGGCAG).
Microbiome analysis
DNA was extracted from sterilely excised cecal stool pellets using QIAamp DNA stool mini kit (Qiagen). Female BALB/c mice were used. Quantitative analysis of 16S rDNA was performed as previously described on 1000-3000 sequences per sample using the established primer sequences (20). All microbiome sequencing data was uploaded to the NCBI SRA database under accession number SRP026657; this can be accessed at www.ncbi.nlm.gov/Traces/sra/sra.cgi?study=SRP026657.
Antibody measurements
Serum was drawn from orally sensitized mice one day prior to anaphylaxis challenge. Total IgE was detected by ELISA using commercial kits per manufacturer instructions (Bethyl Laboratories, Montgomery, TX). For peanut-specific antibodies, serum was incubated in immunoplates (Thermo Scientific, Dubuque, IA) coated with whole peanut protein (Protein Plus, Fitzgerald, GA). After one hour non-specific protein blockade with 10% fetal bovine serum (Thermo Scientific), the plate was washed with PBS and 0.05% Tween (Acros, Pittsburgh, PA). ELISA assay for IgG was performed using commercial kits (Bethyl Laboratories). For peanut specific IgE, serum was added to ELISA plates coated with anti-IgE (Bethyl Laboratories). Whole peanut protein, biotinylated with a commercial kit (Anaspec, Fremont, CA), was added. Colorimetric detection using streptavidin-HRP and TMB reagents (Sigma, St. Louis, MO) was done on a Beckman Coulter DTX880.
Vitamin D assay
Vitamin D3 levels were evaluated by ELISA per the manufacturer instructions (ALPCO, Windam, NH).
Weight and glucose monitoring
Pups from each litter were weighed weekly after weaning. For fasting blood glucose measurements, food was removed at 3 p.m. At 9 a.m. the following morning, a small incision was made in the tail vein and glucose was measured on the second drop of blood using the Freestyle Lite (Abott Diabetes Care, Alameda, CA).
Statistics
Means were compared using either two-tailed unpaired t test or ANOVA with Bonferroni’s post-test correction for multiple group comparison with Prism software (GraphPad, San Diego, CA). p values are designated as follows: NS or --, not significant; *, <0.05; **, <0.01; ***, <0.001; ****, <0.0001.
Declaration of approval for animal studies
All animal experiments were done in compliance with the guidelines of the NIAID Institutional Animal Care and Use Committee.
RESULTS
Dietary Exposure
The modern Western diet departs from the recommended diet in three major ways: high percent of calories from fat (40% rather than 30%) (21), increased ratio of ω6:ω3 fatty acids (8-15:1 rather than 2:1) (21), and twice the recommended simple carbohydrates (22). To isolate the effects of dietary fatty acids, we formulated experimental diets that did not contain excess sugars. Our Western Diet (WD) formulation reflected the average American diet in both fat percentage and source (saturated fat predominantly from palm oil and ω6 from soy (22)) but did not provide excess simple carbohydrates. The Low Fat (LF) control diet was essentially identical to standard mouse chow. All diets had equivalent micronutrient composition and caloric density, with the differences in fatty acid content being accounted for by changes in carbohydrate content (Table I). Breeders were placed on the diets one day before placement in breeding cages and remained on the diets throughout the study. Pups were exposed to these diets in utero and during nursing. All pups from all breeders were weaned to new cages and placed on the LF control diet for two to three weeks before immunologic challenge. Thus, the primary difference in dietary exposure between the mice tested was the fatty acid composition and the fat to carbohydrate ratio consumed by their parents during gestation and lactation. Figure 1 provides an overview of the study design. Lung fatty acid composition has been shown to reflect dietary fat intake (23), and analysis of lung tissue by mass spectrometry confirmed differential saturated fat exposure in the pups from WD and LF breeders (Figure S1a-b). Although the WD and LF chow had different ω3 and ω6 fatty acid composition, there was no difference in the ω3 or ω6 content in the lung (Figure S1b).
Figure 1. Diagrammatic Presentation of Study Design.
(a) For experiments evaluating the effects of parental diet, littermate mice were placed on either Low Fat or Western Diet formulations one day prior to being placed in breeding cages. Breeder mice were maintained on the different diets throughout gestation and nursing. When the pups were three weeks post-partum, they were weaned to new cages. All pups were weaned onto the Low Fat control diet. Two to four weeks after weaning, the mice were evaluated in the described models. (b) For evaluation of the effects of active diet consumption, the converse experiment was performed. Pups from breeders on the Low Fat control diet were weaned into new cages and placed on either the Western Diet or Low Fat control diet. (c) For experiments involving co-housing of mice, pups from both Low Fat and Western Diet breeders were weaned into the same cage, and both placed on the Low Fat control diet.
This may be because the smaller differences, compared to saturated fat exposure, were below the assay detection capability or because migration of unsaturated fatty acids across the placenta may be regulated differently than saturated fats. Importantly, there were no differences between WD and LF pups in fasting blood glucose or weight (Figure S1c-e), indicating any observed differences between these mice would not be confounded by diabetes or obesity. Of note, both groups ate identical LF chow post-weaning and the lack of weight differences correlated with our finding that the amount of food consumed per mouse per week did not differ between the LF or WD pups (not shown).
Pups from Western Diet breeders had altered disease susceptibility
Since direct fatty acid exposure has been reported to affect LPS responses (9-12), and immune responses to Gram-negative bacteria directly involve LPS-triggered innate immunity, we first evaluated the impact of parental fatty acid intake on pup susceptibility to a model of Gram-negative bacterial sepsis. Pups from WD breeders injected intraperitoneally with the clinical isolate E. coli K1018 had significantly greater mortality than pups from LF breeders (Figure 2a). To test if the effects of WD exposure extended to infectious agents that do not contain LPS and thus do not bind to TLR4, we next used a skin infection model with the Gram-positive bacterium methicillin-resistant Staphylococcus aureus (MRSA). Suggesting that WD exposure resulted in immune modulation beyond direct effects on TLR4, WD pups developed larger abscesses with greater bacterial burdens compared to LF pups (Figure 2b-c). Saturated fats have also been reported to influence signaling by TLR2 (10), the receptor for microbial lipoteichoic acid and peptidoglycan, both of which are produced by S. aureus, induce an inflammatory cascade, and have been implicated in the hygiene hypothesis (4). In the abscess tissue of WD pups, we found a significant reduction in transcript levels of central mediators of the cutaneous anti-MRSA response; TLR2, IL-1β, IL-17A, and beta-defensin 4 (mBD4) (24), as well as the regulatory cytokine IL-10 (Figure 2d). WD pups also showed reduced expression of the vitamin D receptor (VDR) and the vitamin D activating enzyme, CYP27b1 (Figure 2d), both of which are induced by TLR2 stimulation and mediate anti-staphylococcal immune activity (25). There were no differences in serum vitamin D levels (not shown), suggesting the observed effects on vitamin D metabolism were not systemic but occurred within the context of the anti-MRSA immune response.
Figure 2. Pups from Western Diet breeders had altered disease susceptibility.
(a) Survival after infection with E. coli K1018 in BALB/c mice (n=10-19). (b-d) Staphylococcus aureus (MRSA USA300) skin infection in male BALB/c mice. Lesion sizes (b), day 6 bacterial counts from homogenized skin (c), and mRNA expression in skin abscess tissue normalized against LF controls (dotted line) (d) (n=5-6). (e) Disease free survival after induction of experimental autoimmune encephalitis (EAE) in female BALB/c mice (n=6). (f) EAE scores in C57BL/6 mice (n=7-12). (g-h) Weaned male BALB/c pups were gavaged with peanut protein and cholera toxin weekly for 4-8 weeks before challenge. Temperature drop (g) and symptom scores (h) after challenge (n=5). LF, Low Fat; WD, Western Diet. Results are representative of 3 or more (b, e, f, g, h) or combined from 2-4 (a, c, d) independent experiments and displayed as mean + s.e.m. Significance determined by t test (a-c, e-h) or ANOVA with Bonferroni’s correction (d). All experiments were repeated with similar results in both genders. Gender is indicated when representative experiments are shown; otherwise, data reflects both male and female mice with matched ratios within experiments. Each symbol designates one mouse unless otherwise specified. n designates mouse number per group.
LPS responsiveness has also been implicated in autoimmune and allergic disease (26, 27). To test the effect of fat exposure on these disease states, we examined these pups in established models of experimental autoimmune encephalitis (EAE) and oral peanut sensitization. In BALB/c mice, which are relatively resistant to EAE (28), WD pups were more likely to develop signs of EAE (Figure 2e), but the severity of disease was similar to the LF pups (not shown). In the more susceptible C57BL/6 mouse strain (28), WD pups showed both a higher incidence and more severe manifestations of EAE compared to LF pups (Figure 1f). WD pups sensitized orally to peanut protein had more pronounced temperature drops in response to challenge, the most sensitive measure of murine anaphylaxis (29) (Figure 2g). Clinical anaphylaxis scores mirrored the temperature findings but differences did not reach statistical significance (Figure 2h). There was no difference between groups in the induced levels of total IgE, peanut-specific IgE, or peanut-specific IgG (Figure S2a-c). Mice were sensitized to ovalbumin (OVA) in an identical manner to test the effect of dietary fat on anaphylactic response against another antigen. There were no differences between WD and LF groups in temperature change during OVA challenge (Figure S2d). Peanut sensitization of the less susceptible C57BL/6 mice (30), also revealed that exposure to WD had no effect on anaphylaxis compared to LF controls (Figure S2e). Given the lack of effect in the OVA model and the requirement for genetic predisposition, it seems that the WD had a stronger effect on sepsis and autoimmunity than on allergic sensitization. Taken together, these data suggest that Western diet fat exposure during gestation and early life increased susceptibility to a range of infectious and immune-mediated diseases.
Western Diet pups had hyperinflammatory colonic responses but decreased systemic responses to LPS
To explore the immunological basis for the effect of WD exposure on disease susceptibility, we first compared colonic immune responses in WD and LF pups. Other studies have shown that a high fat diet can produce a low-grade inflammatory response in the colon (9). We postulated that this might drive altered systemic immunity since the gut is a major site for immunological education. In response to ex vivo LPS stimulation, WD pup colons produced enhanced levels of IL-6, IL-1β, and IL-17A (Figure 3a-c), suggesting a hyperinflammatory milieu. WD pups had reduced frequency of colonic T-regulatory (Treg) cells (Figure 3d-e), further indicating dysregulated gut immunity. In contrast, splenic LPS responses in WD pups suggested a muted systemic LPS response, with reduced production of tumor necrosis factor-alpha (TNF-α) and IL-6 but no differences in IL-17A (Figure 3f-h) or IL-1β (not shown). Similar to the colonic Treg findings, WD pups had reduced frequency of splenic Treg cells (Figure 3i-j). WD and LF pups did not significantly differ in splenocyte production of IL-4, IL-5, IL-13, IL-17A, or interferon gamma in response to ConA (not shown), suggesting no baseline skewing of effector T cell polarization in WD pups. The colonic inflammatory response to a high fat diet has been shown to increase LPS leakage from the colon into the portal circulation (9). Consistent with this finding, we found the LPS content in liver tissue was higher in WD pups (Figure 3k). Macrophage TLR4 and LPS binding protein (LBP) mRNA expression was suppressed in WD offspring (Figure 3l), suggesting a down-regulated capacity for LPS signaling after increased LPS exposure.
Figure 3. Pups from Western Diet breeders had increased colonic and decreased systemic LPS responses.
(a-c) Cytokine production from female excised colons stimulated with LPS for 24-72 hours. (d-e) Representative plots of FoxP3 and CD25 expression of pooled female colonic CD45+, CD4+ cells analyzed by flow cytometry (d) and values from 3 replicate experiments (e) (n=3-5). (f-h) Cytokine production from male splenocytes stimulated with LPS for 24-72 hours. (i-j) Representative plots of FoxP3 and CD25 expression of pooled female splenic CD4+ cells analyzed by flow cytometry (i) and values from 3 replicate experiments (j) (n=3-5). (k) Liver LPS content in homogenized livers. (l) mRNA expression for TLR4 and LPS binding protein (LBP) from thioglycolate-elicited macrophages (n=3-6). LF, Low Fat; WD, Western Diet. Results are representative of 3 or more (a-d, f-i) or combined from (e, j-l) 2-3 independent experiments in BALB/c mice and displayed as mean + s.e.m. Significance determined by t test. All experiments were repeated with similar results in both genders. Gender is indicated when representative experiments are shown; otherwise, data reflects both male and female mice with matched ratios within experiments. Each symbol designates one mouse unless otherwise specified. n designates number of mice per experiment.
These effects of the Western diet could stem from the increased saturated fats, the skewed ω6:ω3 ratio, or both. To isolate the contribution of high dietary ω6, we evaluated offspring from breeders fed a high fat diet with an overrepresented ω6:ω3 ratio but low saturated fat content (Table I; Figure 1a). Compared to pups from LF breeders, pups from the omega-6 (O6) diet breeders had mild increases in only a subset of colonic inflammatory markers (Figure S3a-c). They showed trends towards enhanced susceptibility to infection and EAE (Fig. S3d-g), but these did not achieve the statistically significant differences seen in the WD pups. In further contrast to WD pups, O6 pups were protected against allergic sensitization (Figure S3h-l). Taken together, these data suggest that the high saturated fat content of the Western diet was required to induce colonic inflammation, resulting in increased systemic LPS exposure and reduced LPS responsiveness that may have contributed to immune dysregulation and disease susceptibility in WD pups.
Active consumption of Western Diet did not fully recapitulate the phenotype of mice exposed during early development
The immune phenotype of WD pups conceivably represented a direct and residual effect of saturated fat consumption during the three weeks of gut exposure through breast milk. Additionally, newborn mice may sample the food eaten by their parents, indicating a window wherein direct consumption could be the cause of our observed phenotypes. To test if such direct exposure could account for the observed immune modulation, we performed the converse of the previous experiments, placing female mice on WD chow after weaning from breeders fed a standard diet (Figure 1b). Consistent with previous reports (31), active WD consumption decreased the survival rate from sepsis (Figure 4a). However, active consumption did not affect MRSA-induced skin lesion size (Figure 4b) or transcript levels of anti-MRSA cytokines (Figure 4c). Active intake of the WD also did not impact susceptibility to EAE (Figure 4d) or peanut anaphylaxis (Figure 4e-f). Active ingestion increased colonic IL-6 production in response to LPS (Figure 4g), but did not affect other tested cytokines or colonic Treg frequency (Figure 4h-j). Similar to mice exposed only early in development, active WD consumption increased liver LPS concentrations and reduced splenocyte IL-6 and TNF-α responses (Figure 4l-n). However, splenic Treg frequency was not altered (Figure 4o). Thus, exposure to the Western diet after weaning appeared to partially alter responses directly related to inflammatory effects on the colon but could not fully recapitulate the immune dysregulation seen in mice exposed during pre- and peri-natal development. It is possible that prolonged adult exposure to the WD would further modulate immune responses, but these results suggest that the observed phenotype of WD pups required either pre- or perinatal parental WD exposure and could not be explained solely by the direct post-natal WD exposure during nursing.
Figure 4. Post-weaning exposure to Western Diet did not recapitulate the phenotype of mice exposed during development.
Pups from breeders on a standard diet were placed at 3 weeks of age on LF or WD for 2 weeks prior to challenge. (a) Survival after injection with E. coli K1018. (b) Lesion size in male mice and (c) mRNA expression in skin abscess tissue normalized against LF controls (dotted line) following injection with MRSA. (d) Disease free survival in female mice after induction of EAE. (e-f) Temperature change and symptom scores for orally sensitized male mice after challenge with peanut protein. (g-i) Colonic cytokine induction by LPS in female mice. (j) Representative plots of FoxP3 and CD25 expression of pooled female colonic CD45+, CD4+ cells analyzed by flow cytometry (n=5). (k) Liver LPS content. (l-n) Splenic cytokine induction by LPS in male mice. (o) Representative plots of FoxP3 and CD25 expression of female splenic CD4+ cells analyzed by flow cytometry (n=5). LF, Low Fat; WD, Western Diet. Significance determined by t test. Results are representative of 2-3 independent experiments, 5-10 gender- and age-matched BALB/c mice/group unless designated as individual symbol, and displayed as mean + s.e.m.
Inheritance of the WD immune phenotype was dependent on altered gut microbiota
Beyond direct exposure, potential explanations for the altered immune phenotype in WD pups include paternal germ line epigenetic changes and/or an altered maternal microbiome, both of which could be transmitted and influence pup immune responses. Previous studies have linked high fat diets to epigenetic alterations of inhibitory histone markers such as H3K9Me3 (32, 33). Focusing on genes related to LPS response, we found WD male breeders had significantly greater H3K9Me3 histone modifications associated with the TLR4 and LPS binding protein (LBP) loci compared to their LF counterparts (Figure 5a). The pups of the WD breeders had the identical epigenetic modifications at the LBP locus (Figure 5b), indicating potential germ line inheritance of the altered LPS response. However, despite a difference in TLR4 transcript expression (Figure 3k), we did not find any significant differences in H3KMe3 histone modification at the TLR4 or CD14 loci in WD pups (Figure 5b), suggesting other mechanisms of regulation.
Figure 5. Co-habitation rescued WD pups from immune alterations.
(a-b) Quantitative PCR of selected genes after anti-H3K9Me3 immunoprecipitation of splenic DNA from breeders and both male and female offspring, displayed as the ratio of input DNA and normalized to isotype antibody control. (c) 16S ribosomal RNA genes in cecal stool samples of female mice. Pups from indicated breeder diets were all weaned to LF diet. Female pups were placed in cages with their littermates or co-housed for 4 weeks with pups from breeders fed opposing diet. Each bar represents one mouse; further breakdown of composition within each phylum can be found in Table S1. (d-f) Colonic cytokine induction by LPS in co-housed mice. (g) LPS content in homogenized liver tissue from co-housed mice. (h) Representative plots of FoxP3 and CD25 expression of pooled colonic CD45+, CD4+ cells from co-housed mice (n=3-5) analyzed by flow cytometry. (i-k) LPS induction of cytokines from splenocytes in co-housed mice. (l) Representative plots of FoxP3 and CD25 expression of splenic CD4+ cells from co-housed mice analyzed by flow cytometry (n=3-5). (m) mRNA levels of TLR4 and LBP from thioglycolate-elicited macrophages in co-housed mice relative to LF control (n=3-4). (n) Survival after infection with E. coli K1018 (n=10). LF, Low Fat; WD, Western Diet; M, Male; F, Female. Significance determined by t test (d-n) or ANOVA with Bonferroni’s correction (a-b). Results are representative of 2-3 independent experiments in BALB/c mice and displayed as mean + s.e.m. Each symbol designates one mouse. n designates number of mice per experiment.
The gut microbiota has been recognized as a key mediator of immunologic development and control of colonic inflammation, and is an inheritable characteristic passed from mother to child at time of birth (7). Compared to LF controls, 16S ribosomal RNA gene analysis of stool from WD pups showed an increased ratio of Firmicutes to Bacteriodetes (LF, 2.2:1; WD, 4.3:1) (Fig. 5c; Table S1). Across all sequences, other bacterial phyla were not represented at greater than 0.2% of the population. WD pups had significantly greater representation of the genera Lachnospiraceae and Clostridiales compared to the LF pups (Table S1). Overall diversity, as measured by the Shannon index, was significantly lower in the WD pups compared to the LF pups (Table S1). The O6 diet generated different, but equally pronounced, alterations on the gut microbiome (Figure S3p) without imparting the same pathologic immune manifestations (Figure S3a-o). We co-housed WD and LF pups at time of weaning to equilibrate their microbiomes, which occurs within 2-4 weeks of co-housing (34, 35). After four weeks, the co-housed pups had no significant differences in gut microbial content or diversity (Table S1; Figure 5c). With Yue and Clayton as well as Jaccard analyses, the co-housed mice segregated together in a group distinct from both non-co-housed LF and WD littermates (data not shown). Unexpectedly, there was an emergence of Bacteroides and a mixture of minor genera including Akkermansia from the phyla Verrucomicrobia (“Other” in Table S1) in the co-housed mice compared to the non-co-housed groups (Table S1; Figure 5c); an intriguing finding likely due to cage variations but unlikely to explain the observed differences in phenotype between WD and LF pups given the lack of difference in frequency of these organisms in either of the non-co-housed groups. Co-housing abrogated the differences in colonic cytokine production (Figure 5d-f), liver LPS content (Figure 5g), colonic Tregs (Figure 5h), splenic cytokines (Figure 5i-k), splenic Tregs (Figure 5l), and expression of TLR4 and LBP (Figure 5m). To evaluate whether the normalization of immune responses after co-housing translated to normalization of disease susceptibility, we exposed co-housed WD and LF pups to E. coli sepsis, the disease model that appeared to be most robustly and rapidly affected by WD exposure (Figures 2 and 4). Co-housing rescued the susceptibility of WD pups to this infection (Figure 5n). These findings suggest that the immunologic differences between LF and WD pups were dependent on the altered microbiome.
DISCUSSION
We show that parental dietary fat intake during gestation and nursing can negatively alter the subsequent immune responses and disease susceptibility of offspring mice. The inheritance of this immune phenotype is associated with an altered gut microbiota. Prior reports have described the direct effects of high fat diets on the gut microbiome and inflammation, and some have additionally shown metabolic consequences for offspring (31-39). Our study has expanded on these previous observations to identify the effects of parental diet on offspring immunity. Seeding of microbiota occurs from the mother during parturition, and further diversifies during early life (40). Fatty acid exposure causes rapid changes in the microbiotic composition (41), implying that diet-induced changes in the maternal microbiota were passed on to offspring in our studies. Studies on the durability of these inherited alterations in microbiota would provide additional information on disease susceptibility as would direct comparison of maternal versus offspring microbiota. Due to the coprophagic (stool consuming) habits of mice, co-housing has been shown to be an effective means of transferring microbiota between mice, generating similar microbial shifts and immunological effects compared with direct fecal or microbial transfer (34, 42, 43). The results from our co-housing experiments thus implicate altered microbiota as the most likely driver of the observed immunological phenotypes. We also found limited inheritance of paternal epigenetic changes consistent with prior observations of epigenetic influences on metabolic, developmental, and cardiovascular dysregulations (44-46). However, microbiome alteration by co-housing superseded potential contributions of these epigenetic changes in our studies. Future identification and targeting of species-level changes in the microbiota promises the possibility of reversing or preventing harmful dietary effects through isolation and transfer of specific gut organisms.
High fat diet effects have been characterized by increased Gram-negative bacteria and an increased Firmicutes:Bacteroidetes ratio in the gut microbiome (47), increased colonic inflammation and permeability (9), and decreased Treg frequency (48). We find that similar effects are inherited by progeny of mice fed a Western diet and are reversed by subsequent microbiota alteration, suggesting that the changes in microbiota are a primary effector of the diet-induced immune effects. Multiple mechanisms have been proposed to drive the influences of the microbiota on host immunity, including gut nutrient utilization, microbial metabolic products such as short chain fatty acids, and differential triggering of gut immune responses (47). Similarly, dietary fats likely alter gut microbiota composition through multiple mechanisms, including altered microbial nutrient availability and host inflammatory effects. The reported ability of saturated fats to directly trigger inflammatory TLR4 signaling (9-12), and the increased levels of LPS in the circulation after dietary fat exposure in our study and others (9), raises the intriguing possibility that modern diets alter our exposure to TLR4 signaling, potentially resulting in a systemic hyporesponsiveness to LPS that paradoxically mimics the low LPS exposure postulated by the hygiene hypothesis to partially drive immune dysregulation. While previous work has established TLR4-dependent effects of dietary fat on gut inflammation (49), the altered intrinsic susceptibility of TLR4-deficient mice to the tested models of infection, autoimmunity, and allergy may complicate future evaluation of the role of TLR4 in dietary fat-induced development of disease. Furthermore, the immune dysregulation we observed extended beyond direct effects on TLR4 signaling, as evidenced by alteration of autoimmunity, vitamin D regulation, and TLR2 expression. In addition, dysregulation of Treg cells, which are protective against sepsis (50), S. aureus skin disease (51), autoimmunity (52), and allergic sensitization (53), appeared to correlate with the pathology generated by the altered microbiome in our studies. Trending increases in the incidence of sepsis may be explained by the aging population and invasive medical procedures, but it is interesting to note that, similar to the other diseases, sepsis is characterized by immune dysregulation that may contribute to disease susceptibility (2). It appears that broad immune dysregulation induced by altered microbiota contributed to the range of disease susceptibility observed in our studies. Direct changes in LPS responsiveness by dietary fat likely dominated the susceptibility to sepsis seen in both adult and offspring mice, whereas indirect or developmental effects on Treg and other immune compartments may be more important for allergy and autoimmunity models that manifested in the offspring. Although direct exposure post-weaning did not mimic the effects of early life saturated fat exposure, our studies do not absolutely distinguish between effects of intrauterine and breast-feeding exposure in the offspring. Cross-fostering studies that place WD pups with adopted mothers immediately after birth may further discriminate between these windows for deleterious exposure, although the reported inability to introduce new microbiota into mice pre-weaning (54) may complicate such experiments. Regardless, the relevant translational implications and public health strategies to decrease early life exposure would be similar for both scenarios.
Previous reports have documented intermittent prenatal LPS exposure as a negative risk factor for the development of allergic disease (55). This apparent contradiction with our results may be partially explained by the chronic nature of LPS signaling after dietary fat exposure as well as additional inflammatory effects of dietary fat. In addition, we did not find pronounced effects of high ω6 intake on the tested disease models despite reports that dietary ω6 inhibits TLR4 activation (11) and has pro-inflammatory properties (56). A plausible explanation for our findings is that the omega-6 diet generated changes in the microbiome that were different from the WD, perhaps because of differences in the nature of the inflammatory response triggered by these fatty acids and the interaction of these fatty acids with TLR4 (11). Our study did not delineate if immune dysfunction in the WD pups was solely due to increased saturated fats or if the addition of the skewed ω6:ω3 ratio was required. However, a skewed ratio in the absence of high saturated fat intake did not fully recapitulate the immunologic changes. Importantly, because of their lack of obesity or hyperglycemia, our WD pups provide a model to study the immune and microbiome effects of dietary fat exposure without confounding by the metabolic dysfunction seen in most other studies using a directly fed Western diet with excessive sugars.
Human gut microbiomes are more dynamic than mice raised in controlled, specific pathogen free cages (36). Similar to mice, our microbiota can be influenced by dietary exposure (41). Human studies have associated altered microbiota with inflammatory bowel disease, enteric infections, liver inflammation, and gastrointestinal cancers (57). Moreover, gut bacteria alter the energy-absorbing potential of the mucosa (36), indicating influence over metabolism that could confer additional immune impacts. Modern increases in fat consumption have been accompanied by altered infectious exposures, reduced nutrient intake, and an ever-changing array of chemical and environmental exposures, all of which may have their own impacts on immunity. In fact, dietary intake of refined sugars enhances inflammatory microbiota (58), and a high salt diet may enhance autoimmunity (59, 60). Considering the Western diet is enriched for sugar, salt, as well as fat, it may be the perfect recipe for driving multiple pathways of immunological dysfunction. Our results identify the potential impact of a pro-inflammatory diet on immune development and the possible contribution of inheritable microbiota to the modern patterns of health and disease.
Supplementary Material
Acknowledgments
We would like to thank the NIAID building 33 and 14BS animal care and breeder technicians for their assistance, Jennifer Thompson and Sean Conlan (NHGRI) for assistance with microbiome evaluation, Sean Conlan again along with Vijayaraj Nagarajan and Mariam Quinones (NIAID) for assistance depositing the microbiome sequencing data, Matthew Ricci (Research Diets) for help formulating the mouse diets, Mr. and Mrs. Topolino (NIAID) for their cooperation and sacrifice during the course of this project, and Cindy Davis (ODS) for critical reading of the manuscript. We would also like to thank Robert Munford, Mingfang Lu, and Terry Kho (NIAID) for discussion and assistance.
Footnotes
This study was supported by the Office of Dietary Supplements (ODS) and the NIH Intramural Research Program at NIAID and NHGRI.
The authors have no conflicts of interest to report related to the publication of this manuscript.
Author Contributions
I.A.M. designed, conducted, and analyzed the experiments, and wrote the manuscript. N.M.F. conducted or assisted on all experiments. B.M.J. performed all experiments involving colonic tissue and contributed to writing the manuscript. P.J.V. assisted with chromatin immunoprecipitation. J.A.S conducted microbiome sequencing and analysis. S.K.D. oversaw design and analysis of the experiments, wrote the manuscript, and had primary responsibility for the final content. All authors critically read the manuscript.
REFERENCES
- 1.Bach JF. The effect of infections on susceptibility to autoimmune and allergic diseases. The New England Journal of Medicine. 2002;347:911–920. doi: 10.1056/NEJMra020100. [DOI] [PubMed] [Google Scholar]
- 2.Martin GS, Mannino DM, Eaton S, Moss M. The epidemiology of sepsis in the United States from 1979 through 2000. The New England Journal of Medicine. 2003;348:1546–1554. doi: 10.1056/NEJMoa022139. [DOI] [PubMed] [Google Scholar]
- 3.Strachan DP. Hay fever, hygiene, and household size. BMJ. 1989;299:1259–1260. doi: 10.1136/bmj.299.6710.1259. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Liu AH, Leung DY. Renaissance of the hygiene hypothesis. J Allergy Clin Immunol. 2006;117:1063–1066. doi: 10.1016/j.jaci.2006.03.027. [DOI] [PubMed] [Google Scholar]
- 5.Rook GA. Hygiene hypothesis and autoimmune diseases. Clinical reviews in allergy & immunology. 2012;42:5–15. doi: 10.1007/s12016-011-8285-8. [DOI] [PubMed] [Google Scholar]
- 6.Gereda JE, Leung DY, Thatayatikom A, Streib JE, Price MR, Klinnert MD, Liu AH. Relation between house-dust endotoxin exposure, type 1 T-cell development, and allergen sensitisation in infants at high risk of asthma. Lancet. 2000;355:1680–1683. doi: 10.1016/s0140-6736(00)02239-x. [DOI] [PubMed] [Google Scholar]
- 7.Kau AL, Ahern PP, Griffin NW, Goodman AL, Gordon JI. Human nutrition, the gut microbiome and the immune system. Nature. 2011;474:327–336. doi: 10.1038/nature10213. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Calder PC. Fatty acids and inflammation: the cutting edge between food and pharma. European journal of pharmacology. 2011;668(Suppl 1):S50–58. doi: 10.1016/j.ejphar.2011.05.085. [DOI] [PubMed] [Google Scholar]
- 9.Gabele E, Dostert K, Hofmann C, Wiest R, Scholmerich J, Hellerbrand C, Obermeier F. DSS induced colitis increases portal LPS levels and enhances hepatic inflammation and fibrogenesis in experimental NASH. J Hepatol. 2011;55:1391–1399. doi: 10.1016/j.jhep.2011.02.035. [DOI] [PubMed] [Google Scholar]
- 10.Huang S, Rutkowsky JM, Snodgrass RG, Ono-Moore KD, Schneider DA, Newman JW, Adams SH, Hwang DH. Saturated fatty acids activate TLR-mediated proinflammatory signaling pathways. Journal of Lipid Research. 2012;53:2002–2013. doi: 10.1194/jlr.D029546. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Lee JY, Sohn KH, Rhee SH, Hwang D. Saturated fatty acids, but not unsaturated fatty acids, induce the expression of cyclooxygenase-2 mediated through Toll-like receptor 4. J Biol Chem. 2001;276:16683–16689. doi: 10.1074/jbc.M011695200. [DOI] [PubMed] [Google Scholar]
- 12.Nguyen MT, Favelyukis S, Nguyen AK, Reichart D, Scott PA, Jenn A, Liu-Bryan R, Glass CK, Neels JG, Olefsky JM. A subpopulation of macrophages infiltrates hypertrophic adipose tissue and is activated by free fatty acids via Toll-like receptors 2 and 4 and JNK-dependent pathways. J Biol Chem. 2007;282:35279–35292. doi: 10.1074/jbc.M706762200. [DOI] [PubMed] [Google Scholar]
- 13.Galli C, Calder PC. Effects of fat and fatty acid intake on inflammatory and immune responses: a critical review. Ann Nutr Metab. 2009;55:123–139. doi: 10.1159/000228999. [DOI] [PubMed] [Google Scholar]
- 14.Hoppu U, Kalliomaki M, Isolauri E. Maternal diet rich in saturated fat during breastfeeding is associated with atopic sensitization of the infant. Eur J Clin Nutr. 2000;54:702–705. doi: 10.1038/sj.ejcn.1601079. [DOI] [PubMed] [Google Scholar]
- 15.Wright JD. Trends in Intake of Energy and Macronutrients -- United States, 1971-2000. CDC MMWR Weekly. 2004;53:80–82. [PubMed] [Google Scholar]
- 16.Devereux G. The increase in the prevalence of asthma and allergy: food for thought. Nature Reviews Immunology. 2006;6:869–874. doi: 10.1038/nri1958. [DOI] [PubMed] [Google Scholar]
- 17.Gaidamakova EK, Myles IA, McDaniel DP, Fowler CJ, Valdez PA, Naik S, Gayen M, Gupta P, Sharma A, Glass PJ, Maheshwari K, Datta SK, Daly MJ. Preserving immunogenicity of lethally irradiated viral and bacterial vaccine epitopes using a radio-protective Mn2+-Peptide complex from Deinococcus. Cell Host and Microbe. 2012;12:117–124. doi: 10.1016/j.chom.2012.05.011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Munford RS, Hall CL. Uptake and deacylation of bacterial lipopolysaccharides by macrophages from normal and endotoxinhyporesponsive mice. Infection and Immunity. 1985;48:464–473. doi: 10.1128/iai.48.2.464-473.1985. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Valdez PA, Vithayathil PJ, Janelsins BM, Shaffer AL, Williamson PR, Datta SK. Prostaglandin E2 suppresses antifungal immunity by inhibiting interferon regulatory factor 4 function and interleukin-17 expression in T cells. Immunity. 2012;36:668–679. doi: 10.1016/j.immuni.2012.02.013. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Naik S, Bouladoux N, Wilhelm C, Molloy MJ, Salcedo R, Kastenmuller W, Deming C, Quinones M, Koo L, Conlan S, Spencer S, Hall JA, Dzutsev A, Kong H, Campbell DJ, Trinchier G, Segre JA, Belkaid Y. Compartmentalized control of skin immunity by resident commensals. Science. 2012;337:1115–1119. doi: 10.1126/science.1225152. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Hibbeln JR, Nieminen LR, Blasbalg TL, Riggs JA, Lands WE. Healthy intakes of n-3 and n-6 fatty acids: estimations considering worldwide diversity. Am J Clin Nutr. 2006;83:1483S–1493S. doi: 10.1093/ajcn/83.6.1483S. [DOI] [PubMed] [Google Scholar]
- 22.Profiling Food Consumption in America: UDSA. 2002 [Google Scholar]
- 23.Yin H, Liu W, Goleniewska K, Porter NA, Morrow JD, Peebles RS. Dietary supplementation of omega-3 fatty acid-containing fish oil suppresses F2-isoprostanes but enhances inflammatory cytokine response in a mouse model of ovalbumin-induced allergic lung inflammation. Free Radic Biol Med. 2009;47:622–628. doi: 10.1016/j.freeradbiomed.2009.05.033. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Myles IA, Datta SK. Staphylococcus aureus: an introduction. Semin Immunopathol. 2012;34:181–184. doi: 10.1007/s00281-011-0301-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Gallo RL, Murakami M, Ohtake T, Zaiou M. Biology and clinical relevance of naturally occurring antimicrobial peptides. J Allergy Clin Immunol. 2002;110:823–831. doi: 10.1067/mai.2002.129801. [DOI] [PubMed] [Google Scholar]
- 26.Ngoi SM, Sylvester FA, Vella AT. The role of microbial byproducts in protection against immunological disorders and the hygiene hypothesis. Discov Med. 2011;12:405–412. [PubMed] [Google Scholar]
- 27.Liu AH. Endotoxin exposure in allergy and asthma: reconciling a paradox. J Allergy Clin Immunol. 2002;109:379–392. doi: 10.1067/mai.2002.122157. [DOI] [PubMed] [Google Scholar]
- 28.Abromson-Leeman S, Alexander J, Bronson R, Carroll J, Southwood S, Dorf M. Experimental autoimmune encephalomyelitis-resistant mice have highly encephalitogenic myelin basic protein (MBP)-specific T cell clones that recognize a MBP peptide with high affinity for MHC class II. J Immunol. 1995;154:388–398. [PubMed] [Google Scholar]
- 29.Finkelman FD. Anaphylaxis: lessons from mouse models. J Allergy Clin Immunol. 2007;120:506–515. doi: 10.1016/j.jaci.2007.07.033. [DOI] [PubMed] [Google Scholar]
- 30.Wang CC, Rook GA. Inhibition of an established allergic response to ovalbumin in BALB/c mice by killed Mycobacterium vaccae. Immunology. 1998;93:307–313. doi: 10.1046/j.1365-2567.1998.00432.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Rivera CA, Gaskin L, Singer G, Houghton J, Allman M. Western diet enhances hepatic inflammation in mice exposed to cecal ligation and puncture. BMC Physiol. 2010;10:20. doi: 10.1186/1472-6793-10-20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Strakovsky RS, Zhang X, Zhou D, Pan YX. Gestational high fat diet programs hepatic phosphoenolpyruvate carboxykinase gene expression and histone modification in neonatal offspring rats. J Physiol. 2011;589:2707–2717. doi: 10.1113/jphysiol.2010.203950. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.F Yang, K., Cai W, Xu JL, Shi W. Maternal high-fat diet programs Wnt genes through histone modification in the liver of neonatal rats. J Mol Endocrinol. 2012;49:107–114. doi: 10.1530/JME-12-0046. [DOI] [PubMed] [Google Scholar]
- 34.Ivanov K, II, Atarashi N, Manel EL, Brodie T, Shima U, Karaoz D, Wei KC, Goldfarb CA, Santee SV, Lynch T, Tanoue A, Imaoka K, Itoh K, Takeda Y, Umesaki K. Honda, Littman DR. Induction of intestinal Th17 cells by segmented filamentous bacteria. Cell. 2009;139:485–498. doi: 10.1016/j.cell.2009.09.033. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Henao-Mejia J, Elinav E, Jin C, Hao L, Mehal WZ, Strowig T, Thaiss CA, Kau AL, Eisenbarth SC, Jurczak MJ, Camporez JP, Shulman GI, Gordon JI, Hoffman HM, Flavell RA. Inflammasome-mediated dysbiosis regulates progression of NAFLD and obesity. Nature. 2012;482:179–185. doi: 10.1038/nature10809. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Turnbaugh PJ, Ridaura VK, Faith JJ, Rey FE, Knight R, Gordon JI. The effect of diet on the human gut microbiome: a metagenomic analysis in humanized gnotobiotic mice. Sci Transl Med. 2009;1:6ra14. doi: 10.1126/scitranslmed.3000322. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Mozes S, Bujnakova D, Sefcikova Z, Kmet V. Intestinal microflora and obesity in rats. Folia Microbiol (Praha) 2008;53:225–228. doi: 10.1007/s12223-008-0031-0. [DOI] [PubMed] [Google Scholar]
- 38.Du Y, Yang M, Lee S, Behrendt CL, Hooper LV, Saghatelian A, Wan Y. Maternal western diet causes inflammatory milk and TLR2/4-dependent neonatal toxicity. Genes Dev. 2012;26:1306–1311. doi: 10.1101/gad.191031.112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Devkota S, Wang Y, Musch MW, Leone V, Fehlner-Peach H, Nadimpalli A, Antonopoulos DA, Jabri B, Chang EB. Dietary-fat-induced taurocholic acid promotes pathobiont expansion and colitis in Il10−/− mice. Nature. 2012;487:104–108. doi: 10.1038/nature11225. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Cho I, Blaser MJ. The human microbiome: at the interface of health and disease. Nat Rev Genet. 2012;13:260–270. doi: 10.1038/nrg3182. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Tremaroli V, Backhed F. Functional interactions between the gut microbiota and host metabolism. Nature. 2012;489:242–249. doi: 10.1038/nature11552. [DOI] [PubMed] [Google Scholar]
- 42.Damman CJ, Miller SI, Surawicz CM, Zisman TL. The microbiome and inflammatory bowel disease: is there a therapeutic role for fecal microbiota transplantation? Am J Gastroenterol. 2012;107:1452–1459. doi: 10.1038/ajg.2012.93. [DOI] [PubMed] [Google Scholar]
- 43.Ivanov L, II, Frutos Rde N, Manel K, Yoshinaga DB, Rifkin RB, Sartor BB, D R. Littman. Specific microbiota direct the differentiation of IL-17-producing T-helper cells in the mucosa of the small intestine. Cell Host Microbe. 2008;4:337–349. doi: 10.1016/j.chom.2008.09.009. Finlay. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Curley JP, Mashoodh R, Champagne FA. Epigenetics and the origins of paternal effects. Hormones and Behavior. 2011;59:306–314. doi: 10.1016/j.yhbeh.2010.06.018. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Khan IY, Dekou V, Douglas G, Jensen R, Hanson MA, Poston L, Taylor PD. A high-fat diet during rat pregnancy or suckling induces cardiovascular dysfunction in adult offspring. Am J Physiol Regul Integr Comp Physiol. 2005;288:R127–133. doi: 10.1152/ajpregu.00354.2004. [DOI] [PubMed] [Google Scholar]
- 46.Valtonen TM, Kangassalo K, Polkki M, Rantala MJ. Transgenerational effects of parental larval diet on offspring development time, adult body size and pathogen resistance in Drosophila melanogaster. PLoS One. 2012;7:e31611. doi: 10.1371/journal.pone.0031611. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Gareau MG, Sherman PM, Walker WA. Probiotics and the gut microbiota in intestinal health and disease. Nat Rev Gastroenterol Hepatol. 2010;7:503–514. doi: 10.1038/nrgastro.2010.117. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Issazadeh-Navikas S, Teimer R, Bockermann R. Influence of dietary components on regulatory T cells. Molecular Medicine. 2012;18:95–110. doi: 10.2119/molmed.2011.00311. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Kim KA, Gu W, Lee IA, Joh EH, Kim DH. High fat diet-induced gut microbiota exacerbates inflammation and obesity in mice via the TLR4 signaling pathway. PLoS One. 2012;7:e47713. doi: 10.1371/journal.pone.0047713. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Heuer JG, Zhang T, Zhao J, Ding C, Cramer M, Justen KL, Vonderfecht SL, Na S. Adoptive transfer of in vitro-stimulated CD4+CD25+ regulatory T cells increases bacterial clearance and improves survival in polymicrobial sepsis. Journal of Immunology. 2005;174:7141–7146. doi: 10.4049/jimmunol.174.11.7141. [DOI] [PubMed] [Google Scholar]
- 51.Halabi-Tawil M, Ruemmele FM, Fraitag S, Rieux-Laucat F, Neven B, Brousse N, De Prost Y, Fischer A, O Goulet, Bodemer C. Cutaneous manifestations of immune dysregulation, polyendocrinopathy, enteropathy, X-linked (IPEX) syndrome. The British Journal of Dermatology. 2009;160:645–651. doi: 10.1111/j.1365-2133.2008.08835.x. [DOI] [PubMed] [Google Scholar]
- 52.Wright GP, Ehrenstein MR, Stauss HJ. Regulatory T-cell adoptive immunotherapy: potential for treatment of autoimmunity. Expert Review of Clinical Immunology. 2011;7:213–225. doi: 10.1586/eci.10.96. [DOI] [PubMed] [Google Scholar]
- 53.Saurer L, Mueller C. T cell-mediated immunoregulation in the gastrointestinal tract. Allergy. 2009;64:505–519. doi: 10.1111/j.1398-9995.2009.01965.x. [DOI] [PubMed] [Google Scholar]
- 54.Hansen CH, Nielsen DS, Kverka M, Zakostelska Z, Klimesova K, Hudcovic T, Tlaskalova-Hogenova H, A K. Hansen. Patterns of early gut colonization shape future immune responses of the host. PLoS One. 2012;7:e34043. doi: 10.1371/journal.pone.0034043. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Matsushita H, Ohta S, Shiraishi H, Suzuki S, Arima K, Toda S, Tanaka H, Nagai H, Kimoto M, Inokuchi A, Izuhara K. Endotoxin tolerance attenuates airway allergic inflammation in model mice by suppression of the T-cell stimulatory effect of dendritic cells. International immunology. 2010;22:739–747. doi: 10.1093/intimm/dxq062. [DOI] [PubMed] [Google Scholar]
- 56.Patterson E, Wall R, Fitzgerald GF, Ross RP, Stanton C. Health implications of high dietary omega-6 polyunsaturated Fatty acids. Journal of Nutrition and Metabolism. 2012:539426. doi: 10.1155/2012/539426. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Sekirov I, Russell SL, Antunes LC, Finlay BB. Gut microbiota in health and disease. Physiological Reviews. 2010;90:859–904. doi: 10.1152/physrev.00045.2009. [DOI] [PubMed] [Google Scholar]
- 58.Spreadbury I. Comparison with ancestral diets suggests dense acellular carbohydrates promote an inflammatory microbiota, and may be the primary dietary cause of leptin resistance and obesity. Diabetes Metab Syndr Obes. 2012;5:175–189. doi: 10.2147/DMSO.S33473. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Kleinewietfeld M, Manzel A, Titze J, Kvakan H, Yosef N, Linker RA, Muller DN, Hafler DA. Sodium chloride drives autoimmune disease by the induction of pathogenic TH17 cells. Nature. 2013;496:518–522. doi: 10.1038/nature11868. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Wu C, Yosef N, Thalhamer T, Zhu C, Xiao S, Kishi Y, Regev A, Kuchroo VK. Induction of pathogenic TH17 cells by inducible salt-sensing kinase SGK1. Nature. 2013;496:513–517. doi: 10.1038/nature11984. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.





