A systematic review of artificial intelligence and machine learning applications to inflammatory bowel disease, with practical guidelines for interpretation
IS Stafford, MM Gosink, E Mossotto… - Inflammatory Bowel …, 2022 - academic.oup.com
Background Inflammatory bowel disease (IBD) is a gastrointestinal chronic disease with an
unpredictable disease course. Computational methods such as machine learning (ML) have …
unpredictable disease course. Computational methods such as machine learning (ML) have …
Genomic reconstruction of short-chain fatty acid production by the human gut microbiota
MS Frolova, IA Suvorova, SN Iablokov… - Frontiers in Molecular …, 2022 - frontiersin.org
Short-chain fatty acids (SCFAs) including acetate, formate, propionate, and butyrate are the
end products of dietary fiber and host glycan fermentation by the human gut microbiota …
end products of dietary fiber and host glycan fermentation by the human gut microbiota …
Characteristics of fecal microbiota and machine learning strategy for fecal invasive biomarkers in pediatric inflammatory bowel disease
Background Early diagnosis and treatment of pediatric Inflammatory bowel disease (PIBD) is
challenging due to the complexity of the disease and lack of disease specific biomarkers …
challenging due to the complexity of the disease and lack of disease specific biomarkers …
Genomics-based reconstruction and predictive profiling of amino acid biosynthesis in the human gut microbiome
GA Ashniev, SN Petrov, SN Iablokov, DA Rodionov - Microorganisms, 2022 - mdpi.com
The human gut microbiota (HGM) have an impact on host health and disease. Amino acids
are building blocks of proteins and peptides, also serving as precursors of many essential …
are building blocks of proteins and peptides, also serving as precursors of many essential …
Host-microbiome interactions mediated by phenolic metabolites in chronically critically ill patients
E Chernevskaya, N Klimenko, A Pautova, I Buyakova… - Metabolites, 2021 - mdpi.com
The community structure and metabolic potential of gut microbiome is not well investigated,
especially in chronically critically ill patients with prolonged dependence on support systems …
especially in chronically critically ill patients with prolonged dependence on support systems …
Approximation of a microbiome composition shift by a change in a single balance between two groups of taxa
Linking microbiome composition obtained from metagenomic or 16S rRNA sequencing to
various factors poses a real challenge. The compositional approach to such data is well …
various factors poses a real challenge. The compositional approach to such data is well …
Binary metabolic phenotypes and phenotype diversity metrics for the functional characterization of microbial communities
SN Iablokov, PS Novichkov, AL Osterman… - Frontiers in …, 2021 - frontiersin.org
The profiling of 16S rRNA revolutionized the exploration of microbiomes, allowing to
describe community composition by enumerating relevant taxa and their abundances …
describe community composition by enumerating relevant taxa and their abundances …
Metagenomics and Machine Learning-Based Precision Medicine Approaches for Autoimmune Diseases
I Zehrh, U Habiba, MR Picco, SH Bashir, UA Rehman… - 2023 - preprints.org
The makeup of human microbiota has been linked to a number of autoimmune disorders.
Recent developments in whole metagenome sequencing and 16S rRNA sequencing …
Recent developments in whole metagenome sequencing and 16S rRNA sequencing …
Biological characteristics of the enteroaggregative escherichia coli ont: h30 18-726 (no. B-8857) strain isolated from a patient with ulcerative colitis and a new method …
MA Makarova, EE Kruglov, LA Kaftyreva - Russian Journal of Infection …, 2023 - iimmun.ru
The aim of the work is to assess biological properties of the enteroaggregative Escherichia
coli (EAgEC) strain isolated from the colon mucosa biopsy material from a patient with …
coli (EAgEC) strain isolated from the colon mucosa biopsy material from a patient with …
Exploring a multiple causative bacterial aetiology for paediatric Inflammatory Bowel Disease: Finding a needle in a stack of needles and the point of sifting through the …
C Poulton - 2022 - unsworks.unsw.edu.au
When I started this journey, the gut microbiomes contribution to IBD was poorly understood
and was the big unknown. Since then there have been substantial advances in filling …
and was the big unknown. Since then there have been substantial advances in filling …