Genetics

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

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Machine learning-guided Huanglian Jiedu decoction targets STING in periodontitis-induced Alzheimer's Disease.

Alzheimer's disease (AD) is a progressive neurodegenerative disorder increasingly associated with peripheral inflammatory conditions such as chronic periodontitis (CP); however, the molecular mechanisms linking these conditions remain poorly understood. Here, we investigated the therapeutic effects of Huanglian Jieddu Decoction (HLJDD) on CP-induced AD using an integrative machine learning-guided ...

Feb 27 2026 41760895

Geography and admixture shape the genome-scale phylogeny of North American Delphinium.

The genus Delphinium exemplifies the complexity of plant diversification in mountainous regions, where rapid speciation, hybridization, and morphological convergence frequently obscure species boundaries. The North American lineage Delphinium sect. Diedropetala has rapidly radiated across a range of ecological habitats, from alpine tundra to desert grasslands, forming an iconic component of wester...

Feb 27 2026 41761411
Transcriptome-based high-frequency recurrence index predicts frequent recurrence in non-muscle-invasive bladder cancer after Bacillus Calmette-Guérin therapy.

BACKGROUND: High-frequency recurrence (HfR, ≥ 2 recurrences) in non-muscle-invasive bladder cancer (NMIBC) poses a significant clinical burden. Curren...

Feb 27 2026 41749284
Annotation-free prediction of immunotherapy response in melanoma using single-cell transcriptomic data.

Immune checkpoint inhibitors (ICIs) have transformed the advanced melanoma treatment landscape; however, a subset of patients achieve durable response...

Feb 27 2026 41758825
Fcer1g and St3gal1: Macrophage-associated angiogenesis biomarkers and therapeutic targets in sepsis-induced acute lung injury.

BACKGROUND: Acute lung injury (ALI) involves the release of growth factors and inflammatory mediators from damaged pulmonary tissues, fostering endoth...

Feb 27 2026 41758834
A multi-omics analysis integrating mendelian randomization, brain functional connectivity, and transcriptomics to explore risk-associated features in non-small cell lung cancer.

BACKGROUND: NSCLC remains one of the leading causes of death from cancer worldwide. Although brain metastases are indeed common and also a significant...

Feb 26 2026 41780446
Materiobiology-guided regulation of mesenchymal stromal cell fate for aging-related diseases: From basic parameter design to clinical application.

Mesenchymal stromal cells (MSCs) possess potent immunomodulatory, pro-angiogenic, and regenerative capacities, offering broad clinical promise in rege...

Feb 26 2026 41799951
Computational hybrid framework integrating clinical-mutation profiling and physics-based simulations to predict structural tolerance of Bruton tyrosine kinase (BTK) and sustained ARQ 531 binding.

Bruton tyrosine kinase (BTK) is a non-receptor tyrosine kinase crucial for relaying signals from the B cell antigen receptor (BCR) in cancerous B lymp...

Feb 26 2026 41853684
Replication of the Association between Retinal Aging Clock Susceptibility Genes and Retinal Age Gap in an Asian Population: The Nagahama Study.

PURPOSE: To replicate previously reported genetic associations for the retinal aging clock-quantified as the retinal age gap-in an East Asian populati...

Feb 26 2026 41958711
Identification of extracellular matrix stiffness-related genes in human scleral fibroblasts through bioinformatics analysis and machine learning.

BACKGROUND: Scleral extracellular matrix (ECM) remodeling plays a key role in myopia development. This study aims to identify ECM stiffness-related ge...

Feb 26 2026 41775226
Identification of key genes modules linking brain aging signatures and COVID-19-associated cognitive impairment.

BACKGROUND: Emerging evidence indicates that SARS-CoV-2 infection is associated with aging, particularly in memory-related domains. However, the molec...

Feb 26 2026 41763362
Computational dual-loop frameworks bridging single-enzyme design and cascade tunnel network engineering for next-generation biosynthetic systems.

Advances in computational biology are reshaping enzyme engineering from empirical practice into a predictive, model-driven discipline. Traditional str...

Feb 26 2026 41763370
Integrating histology and spatial transcriptomics via multimodal transformers and contrastive representation learning for accurate gene expression prediction.

Predicting spatial gene expression from Histological images is a fundamental task in understanding tissue organization and molecular phenotypes. Howev...

Feb 26 2026 41763376
Harnessing exosomes for precision diagnostics and therapies in psychiatry disorders.

Exosomes are nanosized extracellular vesicles enriched with proteins, lipids, and nucleic acids and are emerging as powerful mediators of intercellula...

Feb 26 2026 41763444
Harnessing AI to Decode Protein Kinases: Structural, Functional, and Therapeutic Design Perspectives.

Recent advances in Artificial Intelligence (AI) are reshaping kinase research by uncovering complex regulatory mechanisms and accelerating drug discov...

Feb 26 2026 41763602
Signature-aware deep learning reveals distinct driver gene programs and mutational processes in glioblastoma and colon adenocarcinoma.

The precise identification of cancer driver mutations is essential for precision oncology; however, it remains a significant challenge because of the ...

Feb 26 2026 41764951
CXCL9 as a key feature for deep learning-based immune subtyping and prediction of immune checkpoint blockade response in triple-negative breast cancer.

BACKGROUND: Immune checkpoint blockade (ICB) therapy has provided a promising treatment option for patients with triple-negative breast cancer (TNBC)....

Feb 26 2026 41759266
Right and Left Atrial Dysfunction as Independent Cardiovascular Risk Factors: A UK Biobank Study.

BACKGROUND: Atrial cardiopathy often precedes atrial fibrillation (AF) and has emerged as an independent risk factor for cardiovascular outcomes. Howe...

Feb 26 2026 41744085
scDBic: A novel deep learning-based biclustering algorithm for analyzing scRNA-seq data.

MOTIVATION: Clustering single-cell RNA sequencing (scRNA-seq) data plays a vital role in the study of cellular heterogeneity. Many algorithms have bee...

Feb 26 2026 41746287
Deep learning-assisted tumor radiomic dynamics on MRI predict pathological complete response in HCC undergoing immune-based therapy followed by hepatectomy.

BACKGROUND AIMS: Pathological complete response (pCR) following conversion therapy for initially unresectable hepatocellular carcinoma (uHCC) remains ...

Feb 26 2026 41746634
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