| Literature DB >> 30283710 |
Lulu Farhana1, Fadi Antaki2, Farhan Murshed1, Hamidah Mahmud1, Stephanie L Judd3, Pratima Nangia-Makker1, Edi Levi4, Yingjie Yu1, Adhip Pn Majumdar5.
Abstract
AIM: To determine whether and to what extent the gut microbiome is involved in regulating racial disparity in colorectal cancer (CRC).Entities:
Keywords: 16S RNA profiling; African Americans; Colorectal cancer; Fusobacterium nucleatum; Human gut; Metagenomics; Microbiome
Year: 2018 PMID: 30283710 PMCID: PMC6163128 DOI: 10.4291/wjgp.v9.i2.47
Source DB: PubMed Journal: World J Gastrointest Pathophysiol ISSN: 2150-5330
General characteristics of African American and Caucasian American patients
| AA | Male | 65.2 | 70.4 | 181 | 28.9 | 4.6 | 3.8 |
| CA | Male | 62.6 | 69.0 | 194 | 31.0 | 1.43 | 1.0 |
AA: African Americans; CA: Caucasian Americans.
List of primers for bacterial genes specific for family, genus and species
| TGACGGTACYYNRKGAGGAAGCC | CTACGGTTRAGCCGTAGCCTTT | [ | |
| GCGGTRCGGCAAGTCTGA | CCTCCGACACTCTAGTMCGAC | [ | |
| GCACAAGCAGTGGAGT | CTTCCTCCGTTTTGTCAA | [ | |
| GATTCTGGCTCAGGATGAACGC | CTGATAGGACGCGACCCCAT | [ | |
| AGCAGTAGGGAATCTTCCA | CACCGCTACACATGGAG | [ | |
| CATTGACGTTACCCGCAGAAGAAGC | CTCTACGAGACTCAAGCTTGC | [ | |
| GGATTTATTGGGCGTAAAGC | GGCATTCCTACAAATATCTACGAA | [ | |
| CAACCATTACTTTAACTCTACCATGTTCA | GTTGACTTTACAGAAGGAGATTATGTAAAAATC | [ | |
| CTGAGACACGTCCAAACTCTAC | CCTCCTCAAGTACCGTCATTATC | - | |
| Total bacteria | CGTGCCAGCAGCCGCGG | TGGACTACCAGGGTATCTAATCCTG |
Figure 1Microbial diversity in colonic effluent from African Americans and Caucasian Americans. A: Venn diagram showing the unique Operational taxonomic units (OTUs) in different subsets of African American (AA) and Caucasian Americans (CA) including overlap community; B: Rarefaction curves showing the species richness from the average number of OTUs for AA and CA (alpha diversity); C: Principal coordinates analysis for beta diversity showing the very dissimilar individual in the CA group while closely similar to the group indicated by the yellow circle. CD-HIT and R software were used for BIOM format OTU clustering and OTU statistics. For measurement of alpha diversity of observed species, QIIME software and Shannon index were used and the emperor tool generated the PCoA plot.
Figure 2Microbial composition of each group at the phylum and class levels. A: Bar chart shows the relative abundance of phylum; B: Pie chart show the proportion of predominant different classes of microbial community in African Americans and Caucasian Americans. In order to get more comprehensive and accurate taxonomies, multiple databases, Ribosomal Database Project classifier, Greengenes and NCBI 16S Microbial were used for analysis of plot bars and pie charts.
Abundance of microbiota in colonic effluents from African Americans and Caucasian Americans (green, black, blue and red color represent phylum, family, genus and species, respectively)
| Bacteroidetes | 70.74 | 43.17 | |||
| Bacteroidaceae | 56.75 | 29.94 | |||
| Bacteroides | 56.8 | 29.9 | |||
| Unclassified | 30.3 | 17.8 | |||
| Caccae | 13.6 | 5.5 | |||
| Massiliensis | 6.7 | 1.7 | |||
| Uniformis | 2.8 | 1.5 | |||
| Fragilis | 1 | 2 | |||
| Rikenellaceae | 6.44 | 5.47 | |||
| Allistipes | Putredinis | 6.4 (3.9) | 5.4 (3.0) | ||
| Porphymonadaceae | 6.4 | 6.95 | |||
| Parabacteroides | Distasonis | 4.9 (3.4) | 3.2 (1.0) | ||
| Barnesiella | Intestinihominis | 0.16 (0.16) | 2.7 (2.6) | ||
| Prevotellaceae | 1.9 | 1.1 | |||
| Paraprevotella | Clara | 1.0 (0.9) | 0.6 (0.6) | ||
| Firmicutes | 26.74 | 36.25 | |||
| Ruminococaceae | 11.35 | 15.7 | |||
| Faecalibacterium | Prausinitzii | 4.5 (4.5) | 3.1 (3.1) | ||
| Unclassified | Unclassified | 2.5 (2.5) | 2.9 (3.0) | ||
| Gemmiger | Formicilis | 1.9 (1.6) | 6.1 (6.0) | ||
| Clostridium IV | Unclassified | 0.3 (0.3) | 1.5 (1.5) | ||
| Lachnospiraceae | 11.19 | 13.7 | |||
| Ruminococcus 2 | Unclassified | 3.4 (3.4) | 4.7 (4.7) | ||
| Clostridium XIVa | Unclassified | 2.05 (2.0) | 1.03 (1.0) | ||
| Unclassified | Unclassified | 1.6 (1.7) | 2.4 (2.4) | ||
| Blautica | Producta | 0.22 (0.06) | 1.2 (0.0) | ||
| Dorea | Unclassified | 1.8 (0.8) | 1.3 (1.0) | ||
| Roseburia | Unclassified | 0.5 (0.3) | 1.3 (0.9) | ||
| Steptococaccae | Steptococcus | Faecium | 0.9 (0.9) (0.8) | 3.2 (3.2) (3.2) | |
| Acidaminococcaceae | Phascolarctobacterium | Unclassified | 1.8 (1.9) (1.4) | 0.9 (0.9) (1.3) | |
| Peptostreptococcaceae | Clostridium XI | Unclassified | 0.02 (0.02) (0.02) | 0.01 (0.008) (0.008) | |
| Veillonellaceae | Veillonella | Atypica | 0.81 (0.03) (0.03) | 1.27 (0.02) (0.02) | |
| Unclassified | 0.6 (0.6) | 0.5 (0.5) | |||
| Dialister | Invisus | 0.002 (0.0) | 0.68 (0.65) | ||
| Lactobacillaceae | Lactobacillus | Sanfrancisecnsis | 0.035 (0.02) (0.004) | 0.01 (0.01) (0.001) | |
| Proteobacteria | 2.02 | 5.9 | |||
| Desulfovibrionaceae | Biophila | Unclassified | 0.16 (0.12) (0.12) | 0.07 (0.07) (0.01) | |
| Sutterrellaceae | Parasuttrella | Excrementihomis | 0.50 (0.76) (0.4) | 0.24 (1.9) (0.1) | |
| Pasteurellaceae | Haemophilus | Parainfluenza | 0.57 (0.9) (0.4) | 1.98 (1.9) (1.9) | |
| Enterobacteiaceae | Escherichia/Shigella | Unclassified | 0.92 (0.8) (0.9) | 3.14 (3.1) (3.1) | |
| Klebsiella | Unclassified | (0.09) (0.02) | 0.003 (0.01) | ||
| Fusobacteria | 0.18 | 0.58 | |||
| Fusobactereaceae | Fusobacterium | Unclassified | 0.18 (0.15) (0.15) | 0.58 (0.6) (0.6) | |
| Verrucomicrobia | 0.04 | 1.9 | |||
| Verrucomicrobiaceae | Akkermansia | Muciniphila | 0.04 (0.04) | 1.9 (1.9) | |
| Bacteria-unclassified | Unclassified | Unclassified | Unclassified | 0 | 5.4 (5.4) (5.4) |
| Unclassified-unclassified | Unclassified | Unclassified | Unclassified | 0 | 4.6 (4.6) (4.6) |
AA: African Americans; CA: Caucasian Americans.
Figure 3Abundance of inflammatory and probiotic bacteria in colonic effluent from two racial groups using RT-PCR. A: Genus, Fusobacterium occurrence higher in Caucasian American (CA); B: The relative abundance of pro-inflammatory Enterobacter occurrence is higher in African Americans (AAs); C and D: Probiotic Bifidobacteria and A. muciniphila is higher in CAs; E: Relative abundance of F. nucleatum is higher in AAs than CAs. Data represent mean ± SD of all samples from each group (bP < 0.001).
Figure 4Abundance of probiotic and pro-carcinogenic bacteria in serrated and tubular adenomatous in colonic mucosa. African American and Caucasian American patients were combined. Data represent mean ± SD of all samples from each group (aP < 0.05, bP < 0.001).
Figure 5Expression of secondary bile acids transforming enzyme 7-α-DH in the colonic effluent from African Americans and Caucasian Americans using RT-PCR. A: Distribution of different Clostridium cluster between African Americans (AA) and Caucasian Americans (CA); B: Clostridium XI expression was higher in AAs; C: Secondary bile acids transforming bacteria Clostridium sordelli was higher in AAs than CAs; D: Increased 7α-DH expression in AAs. Data represent mean ± SD of all samples from each group (aP < 0.05, bP < 0.01).
Figure 6Phylogenetic tree showing the differences and abundance of taxa in African Americans and Caucasian Americans colonic effluents. The taxon size and color indicate the relative abundance of family. GraPhlAn software was used for taxonomic classification and circular taxonomic phylogenetic trees and Ribosomal Database Project classifier, Quantitative Insights into Microbial Ecology, R software/Tool were used for taxonomic data analysis.