multi-omics

Documents about multi-omics

• A nucleolar stress gene signature enables quantitative scoring across multi-omics contexts.#382548NCBI PubMed Central
• Robustness and reliability of single-cell regulatory multi-omics with deep mitochondrial mutation profiling#410874bioRxiv / medRxiv
• Adolescent multi-omics and Mendelian randomization reveal transdiagnostic molecular mechanisms in psychiatric disorders.#436915NCBI PubMed Central
• Advances in deer antler research based on single-cell multi-omics approaches.#631000NCBI PubMed Central
• Orchid genome evolution and trait innovation#651883Europe PMC
• Potential mitochondria-associated pathogenic genes in sepsis: a multi-omics Mendelian randomization study.#653417NCBI PubMed Central
• Dissecting spatial patterning and signaling with directional diffusion in spatial multi-omics.#659824NCBI PubMed Central
• Mitochondrial Function-Related Genes in Sleep Disorders: A Multi-Omics Mendelian Randomization Study.#823461NCBI PubMed Central
• Integrating multi-omics technologies to decipher microbiome functions#1028840Bielefeld Pub
• Improving Genomic Prediction for Feed Efficiency Traits in Beef Cattle Using Microbiome as an Intermediate Omics#424424DigitalCommons@University of Nebraska
• Longitudinal and Multi-Omics Analysis of Metastatic Melanoma Reveals Dynamic Tumor Evolution and Multi-Level Heterogeneity#202406Harvard DASH
• A Multi-Omics Study Reveals Pathway-Level Insights and Predictive Biomarkers in Pediatric TB#10170bioRxiv / medRxiv
• Peripheral lncRNA-IL1RAP Dysregulation in Schizophrenia: A Multi-Omics Bridge Between Immunity and Diagnosis.#28217NCBI PubMed Central
• Interpretable multi-omics machine learning reveals drought-driven shifts in plant-microbe interactions.#125404NCBI PubMed Central
• PathMoG: A Pathway-Centric Modular Graph Neural Network for Multi-Omics Survival Prediction#138949arXiv CS
• A review of multi-omics integration techniques across five machine learning method families.#152214NCBI PubMed Central
• CEDR: robust consensus cancer subtyping with multi-omics data via ensemble dimensionality reduction.#189955NCBI PubMed Central
• Sex-specific lipid-mediated mechanisms drive MASLD progression revealed by paired liver-blood multi-omics#192368bioRxiv / medRxiv
• A sequence knowledge-guided deep learning method for single-cell multi-omics translation.#209546NCBI PubMed Central
• A 15-layer multi-omics analysis of gastric cancer ecotypes provides therapeutic insights.#222937NCBI PubMed Central
• Multi-omics and artificial intelligence for precision drug discovery and potential clinical applications.#258114NCBI PubMed Central
• Integrative multi-omics identifies DOC2A as a novel pharmacological target for bipolar disorder.#263059NCBI PubMed Central
• circVDJ-seq for T cell clonotype detection in single-cell and spatial multi-omics.#275597NCBI PubMed Central
• The Evolving Landscape of Clinical Aging Clocks: From Epigenetic to Multi-Omics Integration.#288668NCBI PubMed Central
• Multi-Omics Integration Reveals the Genetic Mechanisms of Periodontitis and Predicts Therapeutic Drugs.#292235NCBI PubMed Central
• Multi-omics analysis reveals chromatin and transcriptomic remodeling in hippocampal CA1 following adolescent social isolation#332391bioRxiv / medRxiv
• Integrative Multi-Omics Analysis of Gut Microbiota Dysbiosis and Host-Microbiome Interaction Mechanisms in Hypertension#383451bioRxiv / medRxiv
• From Variant Interpretation to Biomarker Translation: Multi-omics Integration in Inherited Neuromuscular Diseases.#392729NCBI PubMed Central
• Spatial multi-omics identifies early synaptic pruning and context-specific dopaminergic vulnerability in synucleinopathies.#395903NCBI PubMed Central
• Deciphering host-virus interaction networks in ALV infection: an integrative multi-omics perspective.#412302NCBI PubMed Central
• Integrated Ultrasound Localization Microscopy and Multi-Omics for Mechanism-Driven Stratification of Azoospermia.#421107NCBI PubMed Central
• BRIDGE: an interactive application for multi-omics data analysis, visualization and integration.#421114NCBI PubMed Central
• Livestock Multi-Omics Integration: A Systematic Framework From Statistical Association to Causal Interpretation.#449809NCBI PubMed Central
• Editorial: Artificial intelligence in multi-omics: advancing tumor metastasis prediction and mechanism analysis.#452955NCBI PubMed Central
• Integrated multi-omics identification of m6A-SNP-related diagnostic biomarkers in amyotrophic lateral sclerosis.#685645NCBI PubMed Central
• Urinary multi-omics reveal non-invasive diagnostic biomarkers in clear cell renal cell carcinoma.#785667NCBI PubMed Central
• A Multi-omics Disease Signature Trial in Adult Patients With Moderate to Severe AD#1033097ClinicalTrials.gov
• Multi-task adaptive deep sparse canonical correlation analysis for multi-omics cancer survival prediction#10235PLOS
• Designing a children's health exposomics study protocol: The CHILDREN_FIRST multi-country prospective cohort using multi-omics and personalized prevention approaches.#140559NCBI PubMed Central
• The Tumor Multi-Omic Landscape of Endometrial Cancers Developed on a Background of Adiposity#448033Apollo
• A generative AI multi-agent framework with integrated XAI governance for cancer diagnostics: from multi-omics interpretation to lifestyle risk stratification.#465150NCBI PubMed Central
• From Molecules to Minds: Integrative Multi-Omics in Psychiatry#653847ODU Digital Commons
• Pulmonary-Intestinal Axis: Shared Genetic Basis and Mediating Factors Identified Through Multi-Omics Analysis.#4437NCBI PubMed Central
• Integrated multi-omics and machine learning highlight PTM-related genes as potential biomarkers in endometrial cancer.#125389NCBI PubMed Central
• Comprehensive Multi-Omics Characterization of CYP2R1 as a Diagnostic and Functional Biomarker in Hepatocellular Carcinoma.#135854NCBI PubMed Central
• A Multi-omics PTM Atlas Reveals Key Insights into Metabolic Reprogramming in Colorectal Cancer.#150049NCBI PubMed Central
• Pseudomonas aeruginosa adaptation and persistence in the aspergilloma microbiome revealed by integrated multi-omics.#159907NCBI PubMed Central
• Sex-Stratified Multi-Omics Identifies Sexually Dimorphic Molecular Targets in Parkinsons Disease#162295bioRxiv / medRxiv
• Toward trustworthy artificial intelligence in multi-omics: a review of reproducibility, stability, and interpretability.#174518NCBI PubMed Central
• Exploring biomarkers for treatment response in psoriatic arthritis: a focus on multi-omics technologies.#193416NCBI PubMed Central