| Literature DB >> 32076066 |
Yuki Sekido1, Junichi Nishimura2,3, Kazuhiro Nakano4, Takeaki Osu4, Cheryl-Emiliane T Chow5, Hiroshi Matsuno1, Takayuki Ogino1, Shiki Fujino1, Norikatsu Miyoshi1, Hidekazu Takahashi1, Mamoru Uemura1, Chu Matsuda1, Hisako Kayama6,7, Masaki Mori8, Yuichiro Doki1, Kiyoshi Takeda6,7, Motoi Uchino9, Hiroki Ikeuchi9, Tsunekazu Mizushima1,10.
Abstract
Crohn's disease causes chronic inflammation in the gastrointestinal tract and its pathogenesis remains unclear. In the intestine of Crohn's disease patients, CD14+CD11+CD163low macrophages contribute to inflammation through the induction of Th17 cells and production of inflammatory cytokines; the CD14+CD11c+163high fraction is anti-inflammatory through the production of IL-10 in normal cases. In this report, the 16S rRNA gene amplicon sequencing method was used to identify bacteria that are specifically present in intestinal CD14+CD11c+ macrophages of Crohn's disease patients. Bacteria present in intestinal CD14+CD11c+ macrophages and mucus of Crohn's disease patients were separated into different clusters in principal coordinates analysis. There was a statistically significant increase in the relative composition of CD14+CD11c+ macrophages from mucus in two phyla (Proteobacteria [p = 0.01] and Actinobacteria [p = 0.02]) and two families (Moraxellaceae [p < 0.001] and Pseudomonadaceae [p = 0.01]). In addition, OTU-1: Acinetobacter and OTU-8: Pseudomonadaceae tended to concentrate in the CD14+CD11c+CD163low subset, whereas OTU-10: Proteus, OTU-15: Collinsella tended to concentrate more in the CD14+CD11c+CD163high subset than the other subset and mucus.Entities:
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Year: 2020 PMID: 32076066 PMCID: PMC7031516 DOI: 10.1038/s41598-020-59937-w
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Diversity and similarity of bacteria present in CD14+CD11c+ macrophage of lamina propria and mucus from Crohn’s disease patients. (a) The OTU richness and Shannon Diversity Index of bacteria present in CD14+CD11c+ macrophage and mucus. OTU richness represents the number of OTUs in each sample. The Shannon Diversity Index takes into account the richness and evenness of OTUs within samples. (b) Weighted principal coordinates analysis of microbiome samples of CD14+CD11c+ macrophage and mucus. This analysis uses the sample-to-sample dissimilarity values to position the points relative to each other by maximizing the linear correlation between the dissimilarity values and the plot distances.
Figure 2Composition of the microbiome present in CD14+CD11c+ macrophage of lamina propria and mucus from Crohn’s disease patients. (a) Composition at the phylum level. (b) Composition at the family level. The relative abundance ratios of each microorganism group are shown in different colors.
The eight most abundant taxa at the Phylum level.
| Phylum | Chi-square | KW | CD14+CD11c+ Macrophage | Mucus | ||
|---|---|---|---|---|---|---|
| 2.6679 | 0.10 | 12.8 | (8.84) | 28.4 | (27.7) | |
| 1.5652 | 0.21 | 3.06 | (3.42) | 22.0 | (30.3) | |
| 0.0109 | 0.92 | 3.21 | (8.49) | 6.6 | (12.5) | |
| 3.4507 | 0.06 | 0.961 | (3.03) | 0.00101 | (0.00163) | |
| 1.0157 | 0.31 | 0.504 | (0.481) | 0.359 | (0.422) | |
| 0.0046 | 0.95 | 0.412 | (1.93) | 0.00593 | (0.011) | |
KW, Kruskal-Wallis rank sum test; SD, standard deviation. Bold letters indicate a statistically significant increase in the relative composition of CD14+CD11c+ macrophage from mucus.
The eight most abundant taxa at the Family level.
| Family | Chi-square | KW | CD14+CD11c+ Macrophage | Mucus | ||
|---|---|---|---|---|---|---|
| 0.0048 | 0.94 | 16.9 | (19.2) | 21.8 | (33.6) | |
| 1.9324 | 0.16 | 1.94 | (2.59) | 19.5 | (30.0) | |
| 1.8395 | 0.18 | 0.676 | (1.08) | 12.9 | (29.3) | |
| 0.0435 | 0.83 | 3.21 | (8.49) | 6.6 | (12.5) | |
| 0.0193 | 0.89 | 4.26 | (4.98) | 3.59 | (3.80) | |
| 0.3913 | 0.53 | 2.05 | (3.75) | 4.11 | (5.59) | |
KW, Kruskal-Wallis rank sum test; SD, standard deviation. Bold letters indicate a statistically significant increase in the relative composition of CD14+CD11c+ macrophage from mucus.
Figure 3Diversity and similarity of bacteria present in CD14+CD11c+CD163low and CD14+CD11c+CD163high macrophage of lamina propria from Crohn’s disease patients. (a) The OTU richness and Shannon Diversity Index of bacteria present in CD14+CD11c+CD163low and CD14+CD11c+CD163high macrophage. OTU richness represents the number of OTUs in each sample. The Shannon Diversity Index takes into account the richness and evenness of OTUs within samples. (b) Weighted principal coordinates analysis of microbiome samples of CD14+CD11c+CD163low and CD14+CD11c+CD163high macrophage. This analysis uses the sample-to-sample dissimilarity values to position the points relative to each other by maximizing the linear correlation between the dissimilarity values and the plot distances.
The 10 OTUs with the highest average read number in CD14+CD11c+CD163low macrophages.
| OTUs | Class | Family | Genus | Species | Prevalence | Mean Reads | ||
|---|---|---|---|---|---|---|---|---|
| L | H | M | ||||||
| OTU-1 | 100 | |||||||
| OTU-2 | Unclassified | Unclassified | 100 | |||||
| OTU-8 | Unclassified | Unclassified | 100 | 130 | ||||
| OTU-4 | Unclassified | 91.7 | ||||||
| OTU-5 | 94otu1966 | 97otu2258 | 83.3 | |||||
| OTU-14 | Unclassified | 75.0 | 228 | 536 | ||||
| OTU-17 | 97otu84368 | 66.7 | 148 | 149 | ||||
| OTU-23 | 91.7 | 275 | 113 | |||||
| OTU-18 | 97otu63787 | 75.0 | 155 | 11 | ||||
| t-89342 | Unclassified | Unclassified | 41.7 | 309 | 1002 | |||
OTU, operational taxonomic unit; L, CD14+CD11c+CD163low; H, CD14+CD11c+CD163high; M, mucus. Prevalence represents the positive rate in all 12 samples of CD14+CD11c+CD163low. In the row showing the mean reads, bold letters indicate that they are within the top ten of each group.
The 10 OTUs with the highest average read number in CD14+CD11c+CD163high macrophages.
| OTUs | Class | Family | Genus | Species | Prevalence | Mean Reads | ||
|---|---|---|---|---|---|---|---|---|
| L | H | M | ||||||
| OTU-1 | 100 | |||||||
| OTU-4 | Unclassified | 100 | ||||||
| OTU-2 | Unclassified | Unclassified | 100 | |||||
| OTU-5 | 94otu1966 | 97otu2258 | 100 | |||||
| OTU-10 | 97otu70921 | 54.5 | 235 | 501 | ||||
| OTU-9 | Unclassified | Unclassified | 54.5 | 117 | 776 | |||
| OTU-8 | Unclassified | Unclassified | 100 | 130 | ||||
| t-86675 | unclassified | 45.5 | 88 | 597 | ||||
| OTU-15 | 54.5 | 59 | 352 | |||||
| t-30356 | 54.5 | 74 | 692 | |||||
OTU, operational taxonomic unit; L, CD14+CD11c+CD163low; H, CD14+CD11c+CD163high; M, mucus. Prevalence represents the positive rate in all 11 samples of CD14+CD11c+CD163high. In the row showing the mean reads, bold letters indicate that they are within the top ten of each group.