Genetics

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

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Integrative multi-omics analysis identifies a circadian rhythm-associated gene signature for prognosis and therapeutic stratification in lung adenocarcinoma.

BACKGROUND/OBJECTIVES: Circadian rhythm disruption is increasingly implicated in tumor progression and therapy resistance. However, its prognostic value and impact on the tumor immune microenvironment in lung adenocarcinoma (LUAD) remain unclear. This study aimed to develop a robust circadian rhythm-based gene signature to improve risk stratification and inform personalized therapeutic strategies ...

Jun 1 2026 42223738

DNA-Based Boolean Logic Gates for Molecular Computation and Biosensing: A Critical Review.

DNA-based Boolean logic gates represent a transformative platform in molecular computation, providing a bridge between biological processes. The field has advanced toward sophisticated designs incorporating spatiotemporal control. Distinguished by features such as massive parallelism, biocompatibility, energy efficiency, and programmability, DNA computing enables operations beyond the scope of sil...

Jun 1 2026 42223865
Unveiling the Impact of Copper Metabolism on Epithelial-Mesenchymal Transition of Triple-Negative Breast Cancer: Identification of Therapeutic Targets.

Triple-negative breast cancer (TNBC) is a biologically aggressive subtype of breast cancer marked by high heterogeneity and poor prognosis. Copper met...

Jun 1 2026 42223885
Supervised deep learning with gene functional annotation for cell classification.

Gene-by-gene differential expression analysis is a widely used supervised approach for interpreting single-cell RNA-sequencing (scRNA-seq) data. Howev...

Jun 1 2026 42224351
Insights into the therapeutic strategies for aging and aging-associated diseases.

Aging is a complex biological process characterized by progressive functional decline, driving the incidence of age-related diseases such as neurodege...

Jun 1 2026 42225652
A benchmarking of genomic selection models for predicting grain-yield related traits using haplotype-based and genome-wide association study-based markers in rice.

Rice (Oryza sativa) is an important staple food, feeding more than half of the global population. A feasible improvement of rice yield is necessary to...

Jun 1 2026 41894430
GWAS and genomic prediction of crown rust resistance in the southern US elite oat (Avena sativa L.) germplasm.

Crown rust (CR), caused by Puccinia coronata f. sp. avenae, is a major constraint to oat (Avena sativa L.) production in the southern United States. W...

Jun 1 2026 41906791
Automating infection indicator extraction in home healthcare through instruction-tuned large language models.

OBJECTIVE: Home healthcare (HHC) clinical notes contain critical infection indicators that clinicians need in structured "indicator + context" pairs. ...

Jun 1 2026 41974103
ConvCGP: A convolutional neural network to predict genetic values of agronomic traits from compressed genome-wide polymorphisms.

The growing size of genome-wide polymorphism data in animal and plant breeding has raised concerns regarding computational load and time, particularly...

Jun 1 2026 42003104
A Cross-Disease Microglial Transcriptional Program Characterizes Neurodegeneration and Highlights SPP1 as a Biomarker.

Microglial cells are key players in maintaining brain homeostasis and responding to pathological conditions. Their multifaceted roles in health and di...

Jun 1 2026 42011986
EnAcrPred: A robust ensemble machine learning framework for identifying anti-CRISPR proteins.

The identification of anti-CRISPR proteins (Acrs) is crucial for understanding the regulation of CRISPR-Cas systems and their application in gene edit...

Jun 1 2026 42080294
Molecular Pathology of Soft-tissue Neoplasms.

Soft-tissue tumors are rare mesenchymal neoplasms characterized by extensive morphologic and genetic heterogeneity. Advances in molecular pathology ha...

Jun 1 2026 42091273
From Theory to Practice: Which Biomarkers Are Ready for Predicting Response in Advanced HCC?

Systemic therapies for advanced hepatocellular carcinoma (HCC) have expanded considerably with the advent of tyrosine kinase inhibitors, immune checkp...

Jun 1 2026 42126023
Predicting Bacterial Radiation Resistance Through Identifying Novel Genomic Features.

Radiation resistance in bacteria is a critical trait with implications for biotechnology, medicine and environmental science. Deinococcus species poss...

Jun 1 2026 42216307
CCDC6, a ferroptosis-related gene, modulates stemness features of pancreatic cancer cells in vitro.

OBJECTIVE: Pancreatic cancer (PC) poses a significant threat to patient quality of life. Ferroptosis, a novel form of non-apoptotic cell death, is imp...

Jun 1 2026 42219468
Screening and comprehensive analysis of endoplasmic reticulum stress-related biomarkers in atherosclerosis.

Atherosclerosis (AS) is a chronic inflammatory vascular disorder in which endoplasmic reticulum stress (ERS) plays a crucial regulatory role. However,...

Jun 1 2026 42224166
AI-assisted predictive monitoring of process control parameters in a novel sequencing batch biofilm reactor for high-strength sewage treatment.

This study presents a novel three-zone fibers-based sequencing batch biofilm reactor designed to achieve simultaneous nitrification, denitrification, ...

May 31 2026 42219623
Neoadjuvant Immunotherapy in Locally Advanced Head and Neck Squamous Cell Carcinoma: From Oncologic Outcomes to Response-Adaptive Treatment De-escalation.

BACKGROUND: Head and neck squamous cell carcinoma (HNSCC) are associated with poor 5-year survival and substantial treatment-related morbidity. Neoadj...

May 31 2026 42225195
Integrated analysis of mRNA, circRNA, and miRNA reveals a ceRNA network underlying growth rate differences in the longissimus dorsi muscle of Saba pigs.

The growth rate of pigs is a key factor that determines production efficiency and economic benefits. Nevertheless, the regulatory mechanisms underlyin...

May 31 2026 42225228
Identification of zinc finger protein-related feature genes in ischemic stroke via explainable machine learning: A comprehensive analysis.

BACKGROUND: Zinc finger proteins (ZFPs) play important roles following ischemic stroke (IS), but systematic investigations into their potential as bio...

May 30 2026 42259201
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