[HTML][HTML] Machine learning in clinical decision making

L Adlung, Y Cohen, U Mor, E Elinav - Med, 2021 - cell.com
Machine learning is increasingly integrated into clinical practice, with applications ranging
from pre-clinical data processing, bedside diagnosis assistance, patient stratification …

The role of the microbiota-gut-brain axis in the health and illness condition: a focus on Alzheimer's disease

M De la Fuente - Journal of Alzheimer's Disease, 2021 - content.iospress.com
Trillions of commensal microbes live in our body, the majority in the gut. This gut microbiota
is in constant interaction with the homeostatic systems, the nervous, immune and endocrine …

A framework of biomarkers for vascular aging: a consensus statement by the Aging Biomarker Consortium

Aging Biomarker Consortium, L Zhang, J Guo… - Life …, 2023 - academic.oup.com
Aging of the vasculature, which is integral to the functioning of literally all human organs,
serves as a fundamental physiological basis for age-related alterations as well as a shared …

Impact of pectin with various esterification degrees on the profiles of gut microbiota and serum metabolites

Q Wu, L Fan, H Tan, Y Zhang, Q Fang, J Yang… - Applied Microbiology …, 2022 - Springer
Colitis is generally affected by multiple factors, including the dysbiosis of intestinal
microbiota, and may affect organs outside colon through circulation. Pectin, which is an …

Yeast β-glucan reduces obesity-associated Bilophila abundance and modulates bile acid metabolism in healthy and high-fat diet mouse models

SY So, Q Wu, KS Leung, ZM Kundi… - American Journal …, 2021 - journals.physiology.org
Emerging evidence links dietary fiber with altered gut microbiota composition and bile acid
signaling in maintaining metabolic health. Yeast β-glucan (Y-BG) is a dietary supplement …

Cross-sectional network analysis of plasma proteins/metabolites correlated with pathogenesis and therapeutic response in acute promyelocytic leukemia

N Qiao, Y Lyu, F Liu, Y Zhang, X Ma, X Lin, J Wang… - Frontiers of …, 2024 - Springer
The treatment of PML/RARA+ acute promyelocytic leukemia (APL) with all-trans-retinoic acid
and arsenic trioxide (ATRA/ATO) has been recognized as a model for translational medicine …

Machine-Learning-and Knowledge-Based scoring functions incorporating ligand and protein fingerprints

KJ Fujimoto, S Minami, T Yanai - ACS omega, 2022 - ACS Publications
We propose a novel machine-learning-based scoring function for drug discovery that
incorporates ligand and protein structural information into a knowledge-based PMF score …

[HTML][HTML] Unbiased metabolome screen links serum urate to risk of Alzheimer's disease

BA Şanlı, KJ Whittaker, GK Motsi, E Shen, TH Julian… - Neurobiology of …, 2022 - Elsevier
Alzheimer's disease (AD) is a progressive and fatal neurodegenerative disease caused by a
combination of genetic and environmental risk factors. The serum metabolome refers to a set …

Bimetallic Metal–Organic Framework Nanoparticles for Monitoring Metabolic Changes in Cardiovascular Disorders

C Rejeeth, A Sharma, RS Kumar… - ACS Applied Nano …, 2023 - ACS Publications
A group of disorders known as cardiovascular diseases (CVDs) affect the blood vessels that
supply the heart muscle. CVDs are the leading global cause of death; however, the absence …

Integrative analysis of the metabolome and transcriptome reveals the influence of Lactobacillus plantarum CCFM8610 on germ-free mice

P Huang, S Yi, L Yu, F Tian, J Zhao, H Zhang… - Food & Function, 2023 - pubs.rsc.org
This study describes the influence of Lactobacillus plantarum CCFM8610 on the host by
employing transcriptome and untargeted metabolomics. According to the enrichment …