| Literature DB >> 22216092 |
Imke E Mulder1, Bettina Schmidt, Marie Lewis, Margaret Delday, Christopher R Stokes, Mick Bailey, Rustam I Aminov, Bhupinder P Gill, John R Pluske, Claus-Dieter Mayer, Denise Kelly.
Abstract
BACKGROUND: Acquisition of the intestinal microbiota in early life corresponds with the development of the mucosal immune system. Recent work on caesarean-delivered infants revealed that early microbial composition is influenced by birthing method and environment. Furthermore, we have confirmed that early-life environment strongly influences both the adult gut microbiota and development of the gut immune system. Here, we address the impact of limiting microbial exposure after initial colonization on the development of adult gut immunity. METHODOLOGY/PRINCIPALEntities:
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Year: 2011 PMID: 22216092 PMCID: PMC3245219 DOI: 10.1371/journal.pone.0028279
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Figure 1Body weight of sow-reared and isolator-reared animals.
Body weight (BW) of all experimental animals at day 28 and 56 is shown. At day 28, a significant reduction in BW was observed for animals housed in isolators compared to sow-reared animals. InIs and OIs animals were significantly heavier than IN animals at day 56.
Figure 2Gut morphology of sow-reared and isolator-reared animals.
Representative microscopy images of haematoxylin and eosin–stained cross-sections of tissue taken at 75% of the length of the small intestine from pigs at: (A) day 5 (original magnification 10×), (B) villus tips at day 5 (original magnification 20×), (C) day 28 (original magnification 10×), and (D) day 56 (original magnification 10×).
Figure 3Bacterial diversity of the mucosa-adherent microbiota.
DGGE microbial profile at days 5, 28 and 56 in indoor pigs reared in isolators (A) and outdoor pigs reared in isolators (B) at days 5, 28 and 56. The overall DGGE profile showed a highly diverse microbiota at all three sampling time-points, increasing from day 5 towards day 56. Comparisons of DGGE pattern profiles in InIs animals (C) and OIs animals (D) were performed using Dice's similarity coefficient and visualized by dendrograms using the UPGMA algorithm.
Figure 4Ileum transcriptome differences between indoor isolator-reared and outdoor isolator-reared animals.
Venn diagram of differentially expressed genes at each time-point is shown for the two treatment groups (P<0.01, −2≤ fold change ≥2).
Verification of microarray results by real-time PCR.
| Real-time PCR OIs vs InIs | Affymetrix microarray | ||||||
| Gene | Day | OIs | InIs | Fold change |
| Fold change |
|
|
| 5 | 8.74±0.29 | 4.96±2.62 | −13.67 | 0.01655 | −50.69 | 0.0049 |
|
| 5 | 7.80±0.59 | 5.47±1.77 | −5.00 | 0.02221 | −17.33 | 0.0047 |
|
| 5 | 11.05±0.30 | 6.88±2.97 | −17.99 | 0.01824 | −31.6 | 0.0006 |
|
| 5 | 7.02±0.47 | 5.79±1.14 | −2.34 | 0.04623 | −7.88 | 0.0057 |
|
| 5 | 9.39±0.83 | 7.10±1.22 | −4.88 | 0.00447 | −13.75 | 0.0084 |
|
| 5 | 9.65±0.96 | 4.66±2.57 | −31.79 | 0.00369 | −26.97 | 0.0086 |
|
| 5 | 8.64±0.64 | 5.48±1.66 | −8.91 | 0.00403 | −13.35 | 0.0090 |
|
| 5 | 14.29±0.90 | 11.18±2.02 | −8.59 | 0.01115 | −11.65 | 0.0011 |
The results for the comparison of OIs versus InIs are expressed as mean ΔCt ± SD, N = 6.
Figure 5Pathway analysis of genes differentially expressed in indoor isolator-reared and outdoor isolator-reared animals.
Differentially expressed genes (P<0.05) were imported into GeneGo MetaCore analytical software to determine significantly enriched canonical pathways in each group. Data represent the distribution in cell process categories of statistically significantly enriched pathways (P<0.05) between the two treatment groups.
Immune response pathways in animals housed in different environments at day 5, 28 and 56.
| Regulatory processes/Immune response | P-Value | Sign. | Total |
|
| 13 | 34 | |
| Immune response_Alternative complement pathway | 6.732E-06 | 11 | 26 |
| Immune response_Antigen presentation by MHC class I | 0.00001 | 11 | 34 |
| Immune response_Antiviral actions of Interferons | 0.00020 | 12 | 43 |
| Immune response_Lectin induced complement pathway | 0.00050 | 12 | 45 |
| Immune response_Classical complement pathway | 0.00078 | 8 | 24 |
| Immune response_IFN alpha/beta signaling pathway | 0.00123 | 12 | 59 |
| Chemotaxis_Leukocyte chemotaxis | 0.00883 | 8 | 33 |
| Immune response_IL-22 signaling pathway | 0.01076 | 6 | 22 |
| Immune response_IL-23 signaling pathway | 0.01474 | 7 | 31 |
| Immune response_MIF - the neuroendocrine-macrophage connector | 0.02441 | 7 | 31 |
|
| 0.02441 | 9 | 48 |
| Immune response _Immunological synapse formation | 0.03588 | 5 | 20 |
| Neurophysiological process_PGE2-induced pain processing | 0.03650 | 8 | 41 |
| Apoptosis and survival_Lymphotoxin-beta receptor signaling | 0.03775 | 7 | 34 |
| Immune response_TCR and CD28 co-stimulation in activation of NF-kB | 0.03897 | 6 | 28 |
| Immune response_HTR2A-induced activation of cPLA2 | 0.04569 | 13 | 34 |
|
| |||
| Immune response_IL-3 activation and signaling pathway | 0.01165 | 5 | 30 |
| Immune response_Antigen presentation by MHC class II | 0.01260 | 3 | 11 |
| Immune response_Role of the Membrane attack complex in cell survival | 0.02715 | 4 | 25 |
|
| |||
| Immune response_ICOS pathway in T-helper cell | 0.00129 | 8 | 37 |
| Immune response_Antigen presentation by MHC class II | 0.00303 | 4 | 11 |
| Immune response_NFAT in immune response | 0.00304 | 8 | 42 |
| Immune response_Antigen presentation by MHC class I | 0.00372 | 6 | 26 |
| Immune response_NF-AT signaling and leukocyte interactions | 0.00667 | 7 | 38 |
| Immune response _CCR3 signaling in eosinophils | 0.00798 | 9 | 59 |
| Immune response_TCR and CD28 co-stimulation in activation of NF-kB | 0.01453 | 6 | 34 |
| Chemotaxis_Lipoxin inhibitory action on fMLP-induced neutrophil chemotaxis | 0.01453 | 6 | 34 |
| Chemotaxis_Inhibitory action of lipoxins on IL-8- and Leukotriene B4-induced neutrophil migration | 0.01668 | 6 | 35 |
| Immune response_T cell receptor signaling pathway | 0.01676 | 7 | 45 |
| Immune response_MIF - the neuroendocrine-macrophage connector | 0.03578 | 5 | 31 |
| Immune response_Function of MEF2 in T lymphocytes | 0.03804 | 6 | 42 |
| Immune response_CD28 signaling | 0.04207 | 6 | 43 |
| Immune response_Regulation of T cell function by CTLA-4 | 0.04536 | 5 | 33 |
Differentially expressed genes (P<0.05) were imported into GeneGo MetaCore analytical software to determine the significantly enriched immune response pathways.
*The number of genes on each map that are differentially expressed in the specific treatment comparison.
**The total number of genes on each map.
Figure 6Heatmap of IFN-induced gene subset.
A heatmap of IFN-related genes was generated from a subset extracted from the list of significantly expressed genes. Columns represent individual arrays, while rows represent specific genes of interest. The Z-score depicts a measure of distance, in standard deviations, away from the mean. The relative value for each gene is depicted by color intensity, with green indicating upregulated and red indicating downregulated genes.