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Microbiome signatures associated with clinical stages of gastric Cancer: whole metagenome shotgun sequencing study

Authors :
Sohyun Jeong
Yi-Tyng Liao
Min-Hsuan Tsai
Yao-Kuang Wang
I-Chen Wu
Chung-Jung Liu
Ming-Shun Wu
Tze-Sian Chan
Ming-Yao Chen
Ping-Jen Hu
Wei-Yu Kao
Hsiang-Chin Liu
Ming-Ju Tsai
Cheng-Yuan Liu
Chun-Chao Chang
Deng-Chyang Wu
Yi-Hsiang Hsu
Source :
BMC Microbiology, Vol 24, Iss 1, Pp 1-13 (2024)
Publication Year :
2024
Publisher :
BMC, 2024.

Abstract

Abstract Background Gastric cancer is one of the global health concerns. A series of studies on the stomach have confirmed the role of the microbiome in shaping gastrointestinal diseases. Delineation of microbiome signatures to distinguish chronic gastritis from gastric cancer will provide a non-invasive preventative and treatment strategy. In this study, we performed whole metagenome shotgun sequencing of fecal samples to enhance the detection of rare bacterial species and increase genome sequence coverage. Additionally, we employed multiple bioinformatics approaches to investigate the potential targets of the microbiome as an indicator of differentiating gastric cancer from chronic gastritis. Results A total of 65 patients were enrolled, comprising 33 individuals with chronic gastritis and 32 with gastric cancer. Within each group, the chronic gastritis group was sub-grouped into intestinal metaplasia (n = 15) and non-intestinal metaplasia (n = 18); the gastric cancer group, early stage (stages 1 and 2, n = 13) and late stage (stages 3 and 4, n = 19) cancer. No significant differences in alpha and beta diversities were detected among the patient groups. However, in a two-group univariate comparison, higher Fusobacteria abundance was identified in phylum; Fusobacteria presented higher abundance in gastric cancer (LDA scored 4.27, q = 0.041 in LEfSe). Age and sex-adjusted MaAsLin and Random Forest variable of importance (VIMP) analysis in species provided meaningful features; Bacteria_caccae was the most contributing species toward gastric cancer and late-stage cancer (beta:2.43, se:0.891, p:0.008, VIMP score:2.543). In contrast, Bifidobacterium_longum significantly contributed to chronic gastritis (beta:-1.8, se:0.699, p:0.009, VIMP score:1.988). Age, sex, and BMI-adjusted MasAsLin on metabolic pathway analysis showed that GLCMANNANAUT-PWY degradation was higher in gastric cancer and one of the contributing species was Fusobacterium_varium. Conclusion Microbiomes belonging to the pathogenic phylum Fusobacteria and species Bacteroides_caccae and Streptococcus_anginosus can be significant targets for monitoring the progression of gastric cancer. Whereas Bifidobacterium_longum and Lachnospiraceae_bacterium_5_1_63FAA might be protection biomarkers against gastric cancer.

Details

Language :
English
ISSN :
14712180
Volume :
24
Issue :
1
Database :
Directory of Open Access Journals
Journal :
BMC Microbiology
Publication Type :
Academic Journal
Accession number :
edsdoj.315a93a608341eb847bb39eb1d51949
Document Type :
article
Full Text :
https://doi.org/10.1186/s12866-024-03219-2