Genetics

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

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CRISPR/cas-based biosensors for point-of-care testing: a comprehensive review of signal readout strategies.

The CRISPR/Cas system has emerged as a transformative tool for nucleic acid detection, offering significant potential for point-of-care testing (POCT). However, translating CRISPR/Cas-based assays into practical POCT devices critically depends on the development of portable, sensitive, and user-friendly signal readout modalities. This review systematically compares four major readout modalities: f...

Jul 17 2026 42467248

GraphGDel: Constructing and Learning Graph Representations of Genome-Scale Metabolic Models for Growth-Coupled Gene Deletion Prediction.

In genome-scale constraint-based metabolic models, gene deletion strategies are essential for achieving growth-coupled production, where cell growth and target metabolite synthesis occur simultaneously. Despite the inherently networked nature of genome-scale metabolic models, existing computational approaches rely primarily on sequential data and lack graph representations that capture their compl...

Jul 17 2026 42467577
Identifying severe COVID-19 risk variants modulating enhancer reporter activity in lung cells.

Common genetic variants contribute to risk for complex human diseases. However, despite thousands of associations, variants modulating disease risk an...

Jul 17 2026 42467704
Mapping ovarian cellular and molecular landscape across the lifespan of women: a scoping review.

BACKGROUND: With growing interest in ART, fertility preservation, and postmenopausal health of women, reproductive medicine is increasingly focused on...

Jul 17 2026 42467724
Development and Validation of a Multimodal-Multitask Deep Learning Approach for Estimating Late Distant Recurrence Risk in HR-Positive Early Breast Cancer.

Late distant recurrence (DR) remains a persistent risk in hormone receptor-positive (HR+) early breast cancer after completion of 5 years of endocrine...

Jul 17 2026 42467849
Ovarian Cancer Diagnosis and Chemoresistance Prediction Model Based on cfRNA Molecular Signature.

BACKGROUND: Ovarian cancer (OVCA) is a common and highly aggressive gynecologic malignancy often diagnosed at advanced stages. Approximately 30% of pa...

Jul 17 2026 42467997
From binary labels to dynamic landscapes: The evolving computational prediction of protein-RNA interactions through tasks and deep learning paradigms.

Protein-RNA interactions (RPIs) stand for the central process in post-transcriptional regulation and have catalyzed a fast proliferation of computatio...

Jul 17 2026 42468752
Multi-omics dissection of panicle development reveals a GSE9-centered regulatory network controlling rice grain shape.

INTRODUCTION: Rice panicle development is a key agronomic trait that critically determining grain yield and quality. However, the underlying molecular...

Jul 17 2026 42468802
Identification of genomic features that uniquely impact estrogen receptor alpha binding and its effects on gene expression in endometrial cancer.

Estrogen receptor 1 (ESR1) is an established oncogenic transcription factor in breast and endometrial cancer; however, more is known about the mechani...

Jul 17 2026 42469015
The Spanish Atherosclerosis Society Dyslipidaemia Registry: Evolution, real-world evidence, and its role in precision medicine. Current status in 2026.

INTRODUCTION: The National Dyslipidemia Registry of the Spanish Atherosclerosis Society (SEA) represents a major source of real-world evidence on lipi...

Jul 17 2026 42469108
Multi-omics prediction for yellow rust in bread and durum wheat through conventional and Ai-based frameworks.

Yellow rust (YR) is a major threat to both bread and durum wheat production, often causing substantial yield losses. Conventional visual scoring of YR...

Jul 17 2026 42469324
The future of pediatric gene therapy: CRISPR-Cas9, AI, and personalized medicine.

The future of pediatric gene therapy is being fundamentally reshaped by the convergence of CRISPR-Cas9 genome editing, artificial intelligence (AI), a...

Jul 17 2026 42469418
Integrated bibliometric and machine learning analyses identify candidate autophagy related therapeutic targets for prostate cancer.

PURPOSE: Autophagy is increasingly recognized as a promising therapeutic target in prostate cancer (PCa), yet its research landscape has not been syst...

Jul 17 2026 42469499
BoltzOmics: Predicting genetic variant effects on drug binding with Boltz-2.

A mechanistic understanding of how genetic variants alter drug-receptor binding is central to precision medicine, drug response prediction, and drug d...

Jul 16 2026 42502384
Aging-driven transcriptional programs in diabetic kidney disease: multi-omics discovery of diagnostic biomarkers and drug-repurposing targets.

BACKGROUND: Diabetic kidney disease (DKD) is the primary global cause of end-stage renal disease. However, the aging-related gene networks driving its...

Jul 16 2026 42464365
Localized mRNAs and protein synthesis in cortical layer 1.

Cortical layer 1 plays an essential role in neural networks, integrating many streams of information and undergoing plasticity during learning. Yet, w...

Jul 16 2026 42467533
Identification of lactylation-related genes associated with heart failure via bioinformatics and machine learning approaches.

BACKGROUND: Heart failure (HF) is the terminal stage of cardiovascular disease with high global prevalence and poor prognosis. This study aimed to ide...

Jul 16 2026 42468380
From sites to structure to serology: a roadmap for structure-aware molecular evolution of antigenically evolving viruses.

The genomic deluge has pushed viral molecular evolution into a site-resolved era. For antigenically evolving viruses such as influenza and severe acut...

Jul 16 2026 42461048
The Role of Artificial Intelligence and Machine Learning in Predictive Virology: Forecasting, Tracking, and Combating Viral Threats.

The escalating threat of viral pandemics, dramatically illustrated by the COVID-19 crisis, has exposed the critical shortcomings of conventional react...

Jul 16 2026 42461270
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