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经哥伦比亚(南美洲)高、低胃癌风险人群胃活检组织的 shotgun 宏基因组学分析揭示其微生物群落组成和功能的变化

Shotgun Metagenomics of Gastric Biopsies Reveals Compositional and Functional Microbiome Shifts in High- and Low-Gastric-Cancer-Risk Populations from Colombia, South America.

机构信息

Division of Comparative Medicine, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.

Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.

出版信息

Gut Microbes. 2023 Jan-Dec;15(1):2186677. doi: 10.1080/19490976.2023.2186677.

Abstract

Along with infection, the gastric microbiota is hypothesized to modulate stomach cancer risk in susceptible individuals. Whole metagenomic shotgun sequencing (WMS) is a sequencing approach to characterize the microbiome with advantages over traditional culture and 16S rRNA sequencing including identification of bacterial and non-bacterial taxa, species/strain resolution, and functional characterization of the microbiota. In this study, we used WMS to survey the microbiome in extracted DNA from antral gastric biopsy samples from Colombian patients residing in the high-risk gastric cancer town Túquerres ( = 10, -positive = 7) and low-risk town of Tumaco ( = 10, -positive = 6). Kraken2/Bracken was used for taxonomic classification and abundance. Functional gene profiles were inferred by InterProScan and KEGG analysis of assembled contigs and gene annotation. The most abundant taxa represented bacteria, non-human eukaryota, and viral genera found in skin, oral, food, and plant/soil environments including , , , , and . was the predominant taxa present in -positive samples. Beta diversity was significantly different based on -status, risk group, and sex. WMS detected more bacterial taxa than 16S rRNA sequencing and aerobic, anaerobic, and microaerobic culture performed on the same gastric biopsy samples. WMS identified significant differences in functional profiles found between -status, but not risk or sex groups. -positive samples were significantly enriched for -specific genes including virulence factors such as , , and urease, while carbohydrate and amino acid metabolism genes were enriched in -negative samples. This study shows WMS has the potential to characterize the taxonomy and function of the gastric microbiome as risk factors for -associated gastric disease. Future studies will be needed to compare and validate WMS versus traditional culture and 16S rRNA sequencing approaches for characterization of the gastric microbiome.

摘要

除了感染,胃微生物群也被认为可以调节易感个体的胃癌风险。全宏基因组鸟枪法测序(WMS)是一种用于描述微生物组的测序方法,它具有优于传统培养和 16S rRNA 测序的优势,包括鉴定细菌和非细菌分类群、物种/菌株分辨率以及微生物组的功能特征。在这项研究中,我们使用 WMS 对居住在高胃癌风险城镇图奎雷斯(阳性=7)和低风险城镇图马科(阳性=6)的哥伦比亚患者的胃活检样本提取的 DNA 中的微生物组进行了调查。Kraken2/Bracken 用于分类和丰度。通过 InterProScan 和组装的 contigs 和基因注释的 KEGG 分析推断功能基因谱。最丰富的类群代表了在皮肤、口腔、食物和植物/土壤环境中发现的细菌、非人类真核生物和病毒属,包括 、 、 、 、 。是阳性样本中最主要的类群。基于 -状态、风险组和性别,β多样性存在显著差异。WMS 检测到的细菌分类群比 16S rRNA 测序多,并且比在相同胃活检样本上进行的需氧、厌氧和微需氧培养多。WMS 确定了 -状态之间功能谱的显著差异,但未确定风险或性别组之间的差异。阳性样本中与 -相关的基因,如毒力因子 、 和脲酶,显著富集,而阴性样本中碳水化合物和氨基酸代谢基因富集。这项研究表明,WMS 具有表征与 -相关的胃部疾病风险相关的胃微生物组的分类和功能的潜力。未来的研究将需要比较和验证 WMS 与传统培养和 16S rRNA 测序方法用于胃微生物组的表征。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bb80/10026914/91a52fd80832/KGMI_A_2186677_F0001_OC.jpg

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