Using decision tree aggregation with random forest model to identify gut microbes associated with colorectal cancer
D Ai, H Pan, R Han, X Li, G Liu, LC Xia - Genes, 2019 - mdpi.com
The imbalance of human gut microbiota has been associated with colorectal cancer. In
recent years, metagenomics research has provided a large amount of scientific data …
recent years, metagenomics research has provided a large amount of scientific data …
Microbiota-based model improves the sensitivity of fecal immunochemical test for detecting colonic lesions
Background Colorectal cancer (CRC) is the second leading cause of death among cancers
in the United States. Although individuals diagnosed early have a greater than 90% chance …
in the United States. Although individuals diagnosed early have a greater than 90% chance …
Identification of colorectal cancer progression-associated intestinal microbiome and predictive signature construction
J Liu, X Huang, C Chen, Z Wang, Z Huang… - Journal of Translational …, 2023 - Springer
Objective The relationship between intestinal microbiome and colorectal cancer (CRC)
progression is unclear. This study aims to identify the intestinal microbiome associated with …
progression is unclear. This study aims to identify the intestinal microbiome associated with …
Towards a metagenomics machine learning interpretable model for understanding the transition from adenoma to colorectal cancer
CS Casimiro-Soriguer, C Loucera, M Peña-Chilet… - Scientific reports, 2022 - nature.com
Gut microbiome is gaining interest because of its links with several diseases, including
colorectal cancer (CRC), as well as the possibility of being used to obtain non-intrusive …
colorectal cancer (CRC), as well as the possibility of being used to obtain non-intrusive …
Identification of host gene-microbiome associations in colorectal cancer patients using mendelian randomization
Y Xiang, C Zhang, J Wang, Y Cheng, L Wang… - Journal of translational …, 2023 - Springer
Background There are many studies indicating that alterations in the abundance of certain
gut microbiota are associated with colorectal cancer (CRC). However, a causal relationship …
gut microbiota are associated with colorectal cancer (CRC). However, a causal relationship …
Differential mucosal microbiome profiles across stages of human colorectal cancer
Emerging evidences link gut microbiota to colorectal cancer (CRC) initiation and
development. However, the CRC stage-and spatial-specific bacterial taxa were less …
development. However, the CRC stage-and spatial-specific bacterial taxa were less …
Dysbiosis of gut microbiota in promoting the development of colorectal cancer
S Zou, L Fang, MH Lee - Gastroenterology report, 2018 - academic.oup.com
Gastrointestinal microbiome, containing at least 100 trillion bacteria, resides in the mucosal
surface of human intestine. Recent studies show that perturbations in the microbiota may …
surface of human intestine. Recent studies show that perturbations in the microbiota may …
Mucosal microbiota of intestinal polyps reveals putative biomarkers of colorectal cancer
The human intestine retains a complex microbial ecosystem, which performs crucial
functions that impact on host health. Several studies have indicated that intestinal dysbiosis …
functions that impact on host health. Several studies have indicated that intestinal dysbiosis …
Gut microbiota profiles in early-and late-onset colorectal cancer: a potential diagnostic biomarker in the future
Background: Researchers believe the role of gut microbiota dysbiosis in the raised
incidence of early-onset colorectal cancer (EOCRC). The development of EOCRC may be …
incidence of early-onset colorectal cancer (EOCRC). The development of EOCRC may be …
Understanding the microbiome: emerging biomarkers for exploiting the microbiota for personalized medicine against cancer
The human body is a home to more than 1 trillion microbes with a diverse variety of
commensal microbes that play a crucial role towards the health of the individual. These …
commensal microbes that play a crucial role towards the health of the individual. These …