Genetics

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

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Showing 2521-2540 of 14,214 articles

Shared diagnostic biomarkers and diagnostic models of age-related macular degeneration and systemic lupus erythematosus.

PURPOSE: This study aimed to investigate the potential link between age-related macular degeneration (AMD) and systemic lupus erythematosus (SLE), exploring whether AMD may share underlying autoimmune mechanisms with SLE. The objective was to identify shared core genes and potential diagnostic biomarkers for both diseases. METHODS: We utilized GEO datasets to develop diagnostic models and performe...

Feb 2 2026 41627545

Identification and validation of NETs-related biomarkers in hepatocellular carcinoma through bioinformatics analysis and machine learning algorithms.

BACKGROUND: Emerging evidence highlights the significant role of Neutrophil Extracellular Traps (NETs) in hepatocellular carcinoma (HCC), but the underlying molecular mechanisms involving NETs formation remain incompletely understood. This study aims to identify key biomarkers related to NETs in HCC through bioinformatic analysis. METHODS: We obtained RNA sequencing data of hepatocellular carcinom...

Feb 2 2026 41627661
Integrative Multiomics and Drug Sensitivity Profiling Reveal Potential Biomarkers and Therapeutic Strategies in Pediatric Solid Tumors.

UNLABELLED: Cure rates for childhood malignancies using established therapy protocols have increased to an average of 80% but have reached a plateau. ...

Feb 2 2026 41417259
Fibroblast Transcriptomics in Molecular Diagnostics of a Comprehensive Dystonia Cohort.

OBJECTIVE: Genomic sequencing leaves >50% of dystonia-affected individuals without a diagnosis. Where DNA-oriented approaches remain insufficient, int...

Feb 2 2026 41623120
Learning genetic perturbation effects with variational causal inference.

Advances in sequencing technologies have enhanced the understanding of gene regulation in cells. In particular, Perturb-seq has enabled high-resolutio...

Feb 2 2026 41628222
Molecular classification of radiation-induced meningiomas.

PURPOSE: Radiation-induced meningiomas (RIMs) are an uncommon late complication of cranial irradiation that frequently display aggressive behavior. Al...

Feb 2 2026 41628362
Customizing CRISPR-Cas PAM specificity with protein language models.

CRISPR-Cas enzymes must recognize a protospacer-adjacent motif (PAM) to edit a genomic site, greatly limiting the range of targetable sequences in a g...

Feb 2 2026 41629462
Cardiovascular measures from abdominal MRI provide insights into abdominal vessel genetic architecture.

BACKGROUND: Cardiovascular disease remains a major source of morbidity and mortality, and population imaging studies have yielded insights into diseas...

Feb 2 2026 41629584
Advancements in psoriasis classification using custom transfer learning algorithms.

Psoriasis is a skin disorder which mainly occurs as a rash, scaly areas and an itchy skin. The symptoms usually occur on the chest, elbows, and the sc...

Feb 2 2026 41629591
The genetic foundations of convergent traits.

Convergent phenotypic evolution, the independent acquisition of similar or nearly identical traits in multiple species, is widespread throughout the t...

Feb 2 2026 41629658
Single cell RNA sequencing analysis and molecular biology experiments identify NAFLD-related fibroblasts and highlights seven hub genes in NAFLD.

BACKGROUND: The Nonalcoholic fatty liver disease (NAFLD) is a major chronic liver condition, with its pathology remaining elusive. Consequently, a tho...

Feb 2 2026 41628143
Single-cell transcriptomics and machine-learning reveal M1 macrophage-driven progression from minimal change disease to focal segmental glomerulosclerosis.

Minimal change disease (MCD) and focal segmental glomerulosclerosis (FSGS) are two key nephrotic syndrome types with significant clinical implications...

Feb 1 2026 41622775
Identification of Glioma Phenotypic Subtypes From Multimodal MRI Data Using Hierarchical Multi-Kernel Learning.

BACKGROUND: Gliomas are the most common primary brain tumors, exhibiting significant phenotypic variability even within the same grade. Identifying gl...

Feb 1 2026 41621832
Engineering next-generation crops through CRISPR-mediated horizontal gene transfer.

Crops increasingly face overlapping stresses such as heat, drought, salinity, and pathogens that conventional breeding or genome editing rarely overco...

Feb 1 2026 41622828
Prediction of anti-epileptic drug response of patients based on peripheral blood RNA profiles and machine learning.

OBJECTIVE: In this study, we aimed to develop a method for predicting the response of patients to three commonly used anti-epileptic drugs (AEDs), nam...

Feb 1 2026 41378850
Overcoming Resistance in EGFR-Mutant Cancers: A Comprehensive Review of Inhibitor Evolution and SAR-Based Design.

The epidermal growth factor receptor (EGFR) is a key target in cancer therapy, mainly in non-small cell lung cancer (NSCLC). Though, the efficacy of E...

Feb 1 2026 41486501
Genetic Information Enhances a Novel Non-Invasive Steatosis Index and Outperforms Existing Steatosis Indices.

BACKGROUND AND AIMS: Early detection of individuals with metabolic dysfunction-associated steatotic liver disease (MASLD) is important as intervention...

Feb 1 2026 41521699
The Perspectives of Posttranslational Modifications of Nuclear Proteins in Related Physiology and Diseases Assisted With Multi-Omics Integrative Analysis and Machine Learning.

Many epigenetic drugs lack specificity, which may lead to drug resistance and long-term safety concerns. There is an urgent need to develop more preci...

Feb 1 2026 41582682
Minimal residual disease in solid tumors: Clinical applications and future directions.

Minimal residual disease (MRD) refers to the presence of residual cancer cells or tumor-derived fragments that persist after treatment and remain unde...

Feb 1 2026 41604278
The Immuno-Metabolic Crosstalk in Lung Squamous Cell Carcinoma: Prognostic Insights and Therapeutic Clues.

Lung squamous cell carcinoma (LUSC) has a poor prognosis due to the lack of effective targeted therapies, and its incidence has increased dramatically...

Feb 1 2026 41606426
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