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1201 results

Full text 2026

Unlocking therapeutic impacts of the gut microbiota with computational tools

Kharb A, Zhu X.

The human gut microbiota, particularly the intestinal microbiota, shapes host physiology, disease risk, and therapeutic outcomes through complex metabolic and enzymatic activities. Recent advances in molecular omics, metabolomics, enzyme bioinformatics, and artificial intelligence (AI) have …

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Bioinformatics Metagenomics
Full text 2026

MiGPC: a comprehensive catalog of enzybiotics from environmental metagenomes

Afshar Jahanshahi D, Ariaeenejad A, Hasannejad A, et al.

Antimicrobial agents play a vital role in human and environmental health, with applications spanning medicine, food preservation, agriculture, and biotechnology. Among them, enzybiotics enzyme-based antimicrobials have emerged as powerful alternatives to conventional antibiotics due to …

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Metagenomics
Full text 2026

TAGINE: fast taxonomy-based feature engineering for microbiome analysis

Baum S, Meshulam I, Algavi YM, et al.

<h4>Summary</h4>TAGINE is a feature engineering algorithm that leverages the microbial taxonomic tree to optimize feature sets in microbiome data for predictive modeling. The algorithm starts with features at high taxonomic levels and iteratively splits them …

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Bioinformatics Metagenomics
Full text 2026

Joint modeling of longitudinal biomarker and survival outcomes with the presence of competing risk in the nested case-control studies with application to the TEDDY microbiome dataset

Zhao Y, Lee TF, Zhou B, et al.

<h4>Motivation</h4>Large-scale prospective cohort studies collect longitudinal biospecimens alongside time-to-event outcomes to investigate biomarker dynamics in relation to disease risk. The nested case-control (NCC) design provides a cost-effective alternative to full cohort biomarker studies while preserving …

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Metagenomics
Full text 2026

MetaFX: feature extraction from whole-genome metagenomic sequencing data

Ivanov A, Popov V, Morozov M, et al.

<h4>Motivation</h4>Microbial communities consist of thousands of microorganisms and viruses and have a tight connection with an environment, such as gut microbiota modulation of host body metabolism. However, the direct relationship between the presence of certain …

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Metagenomics
Full text 2026

Artificial intelligence-enabled multi-omics biomarkers for immune checkpoint blockade: mechanisms, predictive modeling, and clinical translation

Wang X, Xiong D, Cui S, et al.

Immune checkpoint inhibitors (ICIs) have transformed oncology, yet durable benefit remains confined to a minority of patients, revealing the limitations of single biomarkers such as PD-L1 expression, tumor mutational burden, and microsatellite instability. Multi-omics profiling, …

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Epigenetics Metagenomics Single-Cell
Full text 2025

Beyond single biomarkers: multi-omics strategies to predict immunotherapy outcomes in blood cancers

Pirouzbakht M, Hamzeh S, Soleimani Samarkhazan H.

Immunotherapy has revolutionized hematologic cancer treatment, yet responses remain unpredictable due to primary resistance, relapse, and life-threatening toxicities. Conventional biomarkers fail to capture the complexity of tumor-immune interactions, necessitating integrative approaches. This review explores how …

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Bioinformatics Metagenomics Transcriptomics