Genetics

Latest AI and machine learning research in genetics for healthcare professionals.

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Showing 421-440 of 14,214 articles

Identification and functional validation of lipid droplet-associated prognostic biomarkers in breast cancer via integrative multi-omics and machine learning approaches.

BACKGROUND: Lipid droplet (LD)-associated metabolic reprogramming plays a critical role in breast cancer progression and immune modulation, yet robust prognostic biomarkers and their functional mechanisms remain incompletely understood. This study aimed to identify LD-associated biomarkers with prognostic and therapeutic relevance through multi-omics integration and functional validation. METHODS:...

Jul 22 2026 42484744

Evolution of swine influenza surveillance and one health governance in Taiwan: from zoonotic risk management to integrated preparedness.

Influenza A viruses (IAVs) remain a persistent global threat because of rapid antigenic change, frequent genetic reassortment, and cross-species transmission. Swine act as key "mixing vessels," permitting co-infection with avian and human strains and accelerating viral diversification and zoonotic risk. Effective veterinary surveillance is therefore critical for detecting viral evolution within sw...

Jul 22 2026 42484785
A machine learning approach to identify key epigenetic transcripts for ageing research in human blood (Epitage).

DNA methylation is an established biomarker of human ageing and is used by a variety of tools to identify meaningful epigenetic signals. We investigat...

Jul 22 2026 42484919
Comprehensive Characterization of Clinical Phenotypes and CTG Repeat-Associated Manifestations in Spinocerebellar Ataxia Type 8.

Spinocerebellar ataxia type 8 (SCA8) is traditionally characterized as a cerebellar syndrome, yet emerging evidence suggests significant phenotypic he...

Jul 22 2026 42484951
Utilizing machine learning to identify multimodal signatures for patients who would benefit from the addition of tremelimumab to durvalumab and chemotherapy (TRIDENT).

PURPOSE: POSEIDON (NCT03164616) was a randomized, open-label, multicenter phase 3 trial comparing first-line durvalumab with or without tremelimumab i...

Jul 22 2026 42485106
ALPAR: Automated Learning Pipeline for Antimicrobial Resistance.

SUMMARY: The field of machine learning in antimicrobial resistance (AMR) research has experienced rapid growth, fueled by advancements in high-through...

Jul 22 2026 42485224
Centrosome-related gene SPHK1 drives bladder cancer progression and therapeutic vulnerability.

BACKGROUND: Centrosome-related genes (CRGs) regulate cell division and genomic stability and may influence tumor progression, but their prognostic and...

Jul 22 2026 42485786
Multi-omics and artificial intelligence nominate PCLAF as a prognostic and druggable target for hepatitis B virus-associated hepatocellular carcinoma.

BACKGROUND: PCLAF (PCNA clamp-associated factor) is a protein involved in DNA replication and DNA repair. Aberrant PCLAF expression has been reported ...

Jul 22 2026 42486346
Deep Learning-Driven Anticancer Drug Discovery: Emodepside as a Potential Therapeutic Candidate for Triple-Negative Breast Cancer.

Triple-negative breast cancer (TNBC) is an aggressive breast cancer subtype with a poor prognosis. The absence of effective targeted therapies and end...

Jul 22 2026 42486779
VN1K is a pangenome-informed multi-omics and phenomics resource for the Vietnamese population.

The population of Vietnam remains underrepresented in global genomic databases. Here, we present VN1K, a resource of multi-omics and phenotypic inform...

Jul 22 2026 42486871
Precise DNA base editing using AlphaFold3-based contact modelling.

Achieving high specificity in biochemical transformations is crucial for research and therapeutics. This is particularly important for genome editing,...

Jul 22 2026 42486984
Interpretable prediction of DNA replication origins in S. cerevisiae using DNABERT and DNABERT-2.

BACKGROUND: DNA replication is a biological process in which a single DNA molecule is duplicated, initiating from multiple genomic sites known as repl...

Jul 22 2026 42487110
Bacterial heteroresistance mechanisms, dynamics, and emerging diagnostic approaches.

Antibiotic heteroresistance is a form of within-isolate susceptibility heterogeneity in which an apparently susceptible bacterial population contains ...

Jul 22 2026 42394592
Digital phenotyping accelerates soil biodiversity discovery.

Soils are among the most biodiverse ecosystems on the planet, home to staggering amounts of small organisms. Many of these organisms are not known to ...

Jul 22 2026 42448786
Keratin gene expression signature predicts prognosis and immunotherapy efficacy in lung adenocarcinoma.

Keratins (KRTs) are intermediate filament proteins expressed in epithelial cells and serve as diagnostic cancer biomarkers. They serve pivotal roles i...

Jul 21 2026 42534167
Nursing roles, competencies, and education in precision oncology: a scoping review.

BACKGROUND: Nurses contribute across the precision cancer care pathway, providing continuous, person-centred care and supporting genomic testing integ...

Jul 21 2026 42500353
Recent advances in radioisotope geochronology for quaternary environmental and paleoclimate reconstruction.

Reliable chronological frameworks are fundamental for reconstructing Quaternary environmental change, paleoclimate evolution, landscape development, a...

Jul 21 2026 42480352
cfDNA derived gene signatures as surrogate for microvascular invasion in HCC.

BACKGROUND & AIM: Microvascular invasion (MVI) is a critical prognostic risk factor in hepatocellular carcinoma (HCC). This study evaluated the perfor...

Jul 21 2026 42480815
Recent Advances in Immunotherapy for Breast Cancer: An Updated Review.

Immunotherapy has revolutionized the treatment landscape of breast cancer, particularly for triple-negative breast cancer (TNBC), yet primary and acqu...

Jul 21 2026 42480964
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