[HTML][HTML] Applications of machine learning in human microbiome studies: a review on feature selection, biomarker identification, disease prediction and treatment
LJ Marcos-Zambrano… - Frontiers in …, 2021 - frontiersin.org
The number of microbiome-related studies has notably increased the availability of data on
human microbiome composition and function. These studies provide the essential material …
human microbiome composition and function. These studies provide the essential material …
[HTML][HTML] Radiotherapy and the gut microbiome: facts and fiction
J Liu, C Liu, J Yue - Radiation Oncology, 2021 - Springer
An ever-growing body of evidence has linked the gut microbiome with both the effectiveness
and the toxicity of cancer therapies. Radiotherapy is an effective way to treat tumors …
and the toxicity of cancer therapies. Radiotherapy is an effective way to treat tumors …
[HTML][HTML] Gut microbiota-mediated nucleotide synthesis attenuates the response to neoadjuvant chemoradiotherapy in rectal cancer
H Teng, Y Wang, X Sui, J Fan, S Li, X Lei, C Shi, W Sun… - Cancer Cell, 2023 - cell.com
Preoperative neoadjuvant chemoradiotherapy (nCRT) is a standard treatment for locally
advanced rectal cancer (LARC) patients, yet little is known about the mediators underlying …
advanced rectal cancer (LARC) patients, yet little is known about the mediators underlying …
Gut microbiome components predict response to neoadjuvant chemoradiotherapy in patients with locally advanced rectal cancer: a prospective, longitudinal study
Y Yi, L Shen, W Shi, F Xia, H Zhang, Y Wang… - clinical cancer …, 2021 - AACR
Purpose: The gut microbiome is involved in antitumor immunotherapy and chemotherapy
responses; however, evidence-based research on the role of gut microbiome in predicting …
responses; however, evidence-based research on the role of gut microbiome in predicting …
Role of the microbiota in response to and recovery from cancer therapy
Our understanding of how the microbiota affects the balance between response to and
failure of cancer treatment by modulating the tumour microenvironment and systemic …
failure of cancer treatment by modulating the tumour microenvironment and systemic …
[HTML][HTML] Machine learning approaches in microbiome research: challenges and best practices
Microbiome data predictive analysis within a machine learning (ML) workflow presents
numerous domain-specific challenges involving preprocessing, feature selection, predictive …
numerous domain-specific challenges involving preprocessing, feature selection, predictive …
Predicting response to neoadjuvant chemoradiotherapy in rectal cancer: from biomarkers to tumor models
M Li, Q Xiao, N Venkatachalam… - Therapeutic …, 2022 - journals.sagepub.com
Colorectal cancer (CRC) is a major contributor to cancer-associated morbidity worldwide
and over one-third of CRC is located in the rectum. Neoadjuvant chemoradiotherapy (nCRT) …
and over one-third of CRC is located in the rectum. Neoadjuvant chemoradiotherapy (nCRT) …
[HTML][HTML] The gut microbiome is associated with therapeutic responses and toxicities of neoadjuvant chemoradiotherapy in rectal cancer patients—a pilot study
W Shi, L Shen, W Zou, J Wang, J Yang… - Frontiers in cellular …, 2020 - frontiersin.org
Responses to neoadjuvant chemoradiotherapy (nCRT) and therapy-related toxicities in
rectal cancer vary among patients. To provide the individualized therapeutic option for each …
rectal cancer vary among patients. To provide the individualized therapeutic option for each …
[HTML][HTML] Gut Microbiota as Potential Biomarker and/or Therapeutic Target to Improve the Management of Cancer: Focus on Colibactin-Producing Escherichia coli in …
J Veziant, R Villéger, N Barnich, M Bonnet - Cancers, 2021 - mdpi.com
Simple Summary Gut microbiota is emerging as new diagnostic and prognostic marker
and/or therapeutic target to improve the management of cancer. This review aims to …
and/or therapeutic target to improve the management of cancer. This review aims to …
[HTML][HTML] Patient derived organoids confirm that PI3K/AKT signalling is an escape pathway for radioresistance and a target for therapy in rectal cancer
K Wanigasooriya, JD Barros-Silva, L Tee… - Frontiers in …, 2022 - frontiersin.org
Objectives Partial or total resistance to preoperative chemoradiotherapy occurs in more than
half of locally advanced rectal cancer patients. Several novel or repurposed drugs have …
half of locally advanced rectal cancer patients. Several novel or repurposed drugs have …