Gut microbiota in colorectal cancer development and therapy

CC Wong, J Yu - Nature Reviews Clinical Oncology, 2023 - nature.com
Colorectal cancer (CRC) is one of the commonest cancers globally. A unique aspect of CRC
is its intimate association with the gut microbiota, which forms an essential part of the tumour …

The intestinal microbiota and colorectal cancer

Y Cheng, Z Ling, L Li - Frontiers in immunology, 2020 - frontiersin.org
The intestinal microbiota, composed of a large population of microorganisms, is often
considered a “forgotten organ” in human health and diseases. Increasing evidence indicates …

Health and disease markers correlate with gut microbiome composition across thousands of people

O Manor, CL Dai, SA Kornilov, B Smith… - Nature …, 2020 - nature.com
Variation in the human gut microbiome can reflect host lifestyle and behaviors and influence
disease biomarker levels in the blood. Understanding the relationships between gut …

A comprehensive review of dimensionality reduction techniques for feature selection and feature extraction

R Zebari, A Abdulazeez, D Zeebaree, D Zebari… - Journal of Applied …, 2020 - jastt.org
Due to sharp increases in data dimensions, working on every data mining or machine
learning (ML) task requires more efficient techniques to get the desired results. Therefore, in …

Understanding the role of the gut microbiome in gastrointestinal cancer: A review

D Ağagündüz, E Cocozza, Ö Cemali… - Frontiers in …, 2023 - frontiersin.org
Gastrointestinal cancer represents one of the most diagnosed types of cancer. Cancer is a
genetic and multifactorial disease, influenced by the host and environmental factors. It has …

Gut microbiota in colorectal cancer: mechanisms of action and clinical applications

SH Wong, J Yu - Nature reviews Gastroenterology & hepatology, 2019 - nature.com
Colorectal cancer (CRC) accounts for about 10% of all new cancer cases globally. Located
at close proximity to the colorectal epithelium, the gut microbiota comprises a large …

Signaling pathways involved in colorectal cancer: Pathogenesis and targeted therapy

Q Li, S Geng, H Luo, W Wang, YQ Mo, Q Luo… - … and Targeted Therapy, 2024 - nature.com
Colorectal cancer (CRC) remains one of the leading causes of cancer-related mortality
worldwide. Its complexity is influenced by various signal transduction networks that govern …

Machine learning for microbiologists

F Asnicar, AM Thomas, A Passerini… - Nature Reviews …, 2024 - nature.com
Abstract Machine learning is increasingly important in microbiology where it is used for tasks
such as predicting antibiotic resistance and associating human microbiome features with …

Gut OncoMicrobiome Signatures (GOMS) as next-generation biomarkers for cancer immunotherapy

AM Thomas, M Fidelle, B Routy, G Kroemer… - Nature reviews Clinical …, 2023 - nature.com
Oncogenesis is associated with intestinal dysbiosis, and stool shotgun metagenomic
sequencing in individuals with this condition might constitute a non-invasive approach for …

Gut microbiome, big data and machine learning to promote precision medicine for cancer

G Cammarota, G Ianiro, A Ahern, C Carbone… - Nature reviews …, 2020 - nature.com
The gut microbiome has been implicated in cancer in several ways, as specific microbial
signatures are known to promote cancer development and influence safety, tolerability and …