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Full text 2026

EC-Bench: a benchmark for enzyme commission number prediction

Davoudi S, Henry CS, Miller CS, et al.

<h4>Motivation</h4>Enzymes are proteins that catalyze specific biochemical reactions in cells. Enzyme Commission (EC) numbers are used to annotate enzymes in a four-level hierarchy that classifies enzymes based on the specific chemical reactions they catalyze. Accurate …

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Bioinformatics
Full text 2026

MitoGEx: An Integrated Platform for Streamlined Human Mitochondrial Genome Analysis

Jeenkeawpiam K, Srifa P, Nokchan N, et al.

<b>Background/Objectives</b>: Mitochondrial DNA (mtDNA) is an important resource for understanding human ancestry, population diversity, and the molecular mechanisms of mitochondrial diseases. However, analyzing mtDNA thoroughly often requires advanced bioinformatics skills and command-line knowledge. To address …

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Bioinformatics
Full text 2026

ProQSAR: A modular and reproducible framework for small-data QSAR modeling with fit-and-use models

Phan TM, Phan TL, Van-Nguyen PC, et al.

<h4>Background</h4>Quantitative structure-activity relationship (QSAR) models are central to computer-aided drug discovery and predictive toxicology, but practical adoption is often impeded by ad-hoc tooling, inconsistent validation protocols, and poor reproducibility.<h4>Objective</h4>We introduce ProQSAR, a modular, reproducible workbench …

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Bioinformatics
Full text 2025

PLAID: ultrafast single-sample gene set enrichment scoring

Zito A, Escribà Montagut X, Scorici G, et al.

<h4>Summary</h4>In recent years, computational methods have emerged that calculate enrichment of gene signatures within individual samples. These signatures offer critical insights into the coordinated activity of functionally related genes, proteins or metabolites, enabling the identification …

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Bioinformatics
Full text 2025

BioAgents: Bridging the gap in bioinformatics analysis with multi-agent systems

Mehandru N, Hall AK, Melnichenko O, et al.

Developing end-to-end bioinformatics workflows is challenging, demanding deep expertise in both genomics and computational techniques. While large language models (LLMs) provide some assistance, they often lack the nuanced guidance required for complex bioinformatics tasks, and …

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Bioinformatics
Full text 2026

The Small Molecule Compound Eupalinolide B Ameliorates Depressive Behaviors and Neuropathic Pain in Mice With Spared Nerve Injury: Integrating Network Pharmacology, Molecular Docking, Bioinformatics, Molecular Dynamics Simulation and Experimental Verification

Yang X, Jiang F, Wu Y, et al.

<h4>Background</h4>Neuropathic pain (NP) frequently co-occurs with depression (DP), exhibiting complex pathogenesis and limited clinical treatment options. This study aims to investigate the efficacy of Eupalinolide B (EB) in alleviating NP co-occurring with DP and its …

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Bioinformatics Transcriptomics