Publication record

Publications

This author-controlled publication record for Ge Zhang (张格) uses ORCID 0000-0002-3116-3246 as the identity anchor. Every public record has a permanent HTML page and a machine-friendly Markdown version.

public works in the current database

Search publications and evidence

Search title, journal, DOI, authors and visible scientific evidence. Text relevance is not evidence strength.

Browse the complete publication list below, or search visible evidence text.

Browse by scientific question

Selected questions addressed by publications in this research program; not a systematic or exhaustive review of the field.

Which studies developed and externally validated machine-learning survival models for advanced heart failure with renal dysfunction?
AI hybrid survival assessment for advanced heart failure patients with renal dysfunction
What transcriptomic machine-learning signatures have been developed to characterize atherosclerotic plaque vulnerability?
Atherosclerotic plaque vulnerability quantification system for clinical and biological interpretability
Which circadian clock components are central to cardiovascular immune regulation?
Circadian Immunity and Vascular Inflammation in Cardiovascular Disease Chronotherapy Windows: Time for a Re-Assessment
Which studies profiled plasma exosomal miRNAs in DCM with chronic heart failure?
Differential expression profiles of plasma exosomal microRNAs in dilated cardiomyopathy with chronic heart failure
Which human studies profiled circulating EV proteins in AAA?
Deciphering the Proteomic Landscape of Circulating Extracellular Vesicles in Human Abdominal Aortic Aneurysm
What evidence describes human AAA T-cell heterogeneity at single-cell resolution?
Machine learning combined with omics-based approaches reveals T-lymphocyte cellular fate imbalance in abdominal aortic aneurysm
What targeted plasma proteomics evidence identifies candidate biomarkers for DCM-HF?
Plasma Olink Proteomics Reveals Novel Biomarkers for Prediction and Diagnosis in Dilated Cardiomyopathy with Heart Failure
What single-cell evidence demonstrates VSMC heterogeneity in human atherosclerotic plaque?
Smooth muscle cell fate decisions decipher a high-resolution heterogeneity within atherosclerosis molecular subtypes

Selected evidence guides

DCM-HF circulating biomarkers: selected plasma protein and extracellular-vesicle RNA studies

This is a selective guide to three publications in this research program, chosen for their shared DCM-HF context and different circulating analytes. It is not a systematic review, a head-to-head comparison, a pooled analysis, or a clinical recommendation.

Circadian evidence: expression scores, cell perturbation and clinical timing

A selective comparison of three works in this author-maintained collection, using unchanged reviewed study profiles, answers and evidence boundaries. This is not a systematic review, a new study, a pooled effect estimate or a clinical dosing recommendation.

Cardiovascular prediction: study tasks, cohorts and validation

Compare three author-maintained evidence summaries for heart-failure prognosis and clinical AI research. This guide brings each paper’s reported task, population, endpoints, validation design and source-linked findings together for literature selection and Discussion writing.

2026

A gene interaction network-based molecular taxonomy of dilated cardiomyopathy highlighting immune and inflammatory heterogeneity Article

Clinical and Experimental Medicine · 2026 · Paper page · Cite · DOI · Scholar

A redox-responsive reversible photoacoustic molecular probe for visualizing atherosclerotic plaque redox status in vivo Article

Science China Chemistry · 2026 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

Allostatic load-cardiovascular disease associations and the mediating effect of inflammatory factors: a prospective cohort study Article

Frontiers in Cardiovascular Medicine · 2026 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

Aspirin after PCI in Acute Coronary Syndromes Letter

New England Journal of Medicine · 2026 · Paper page · Cite · DOI · Scholar

Circadian Immunity and Vascular Inflammation in Cardiovascular Disease Chronotherapy Windows: Time for a Re-Assessment Article

Med Research · 2026 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

Combining Insulin Resistance and Renal Function to Predict Cardiovascular Events: A Multicenter Cohort Study Article

BIO Integration · 2026 · Paper page · Cite · DOI · Scholar

From Disease-Specific Models to Broad Clinical Utility: A Perspective on AI Hybrid Ensemble Frameworks Article

Advanced Genetics · 2026 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

Multimodal AI for cardiovascular care must learn when not to predict Correspondence

Medicine Discovery · 2026 · Paper page · Cite · DOI · Scholar

PAPPA2 c.392G>C Heterozygous Mutation Associates Primary Open-Angle Glaucoma in a Chinese Family Article

Human Mutation · 2026 · Paper page · Cite · DOI · Scholar

Real-world safety of aliskiren in primary hypertension: A cross-database study Article

PLOS One · 2026 · Paper page · Cite · DOI · Scholar

Recording results from single-patient trials Letter

Science · 2026 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

System biology analysis reveals circadian rhythm disorder associated with development and progression in colorectal cancer Article

npj Precision Oncology · 2026 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

The cholesterol, high-density lipoprotein, and glucose index and its derivatives related to obesity and inflammation as novel metabolic markers for predicting new-onset cardiovascular-liver-metabolic multimorbidity: A prospective cohort study Article

Journal of Diabetes Investigation · 2026 · Paper page · Cite · DOI · Scholar

Transforming Musculoskeletal Disorder Management With Multimodal AI Platform for Early Diagnosis, Self-Screening, and Personalized Care Article

Med Research · 2026 · Paper page · Cite · DOI · Scholar

Vascular smooth muscle cell-derived KIF13B inhibits proinflammatory responses to protect against atherosclerosis Article

Journal of Clinical Investigation · 2026 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

2025

A Multimodal artificial intelligence framework for mechanistic discovery and digital twin construction in cardiovascular medicine Article

Current Proteomics · 2025 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

A Novel Disulfidptosis-Related Diagnostic Gene Signature and Differential Expression Validation in Ischaemic Cardiomyopathy Article

Journal of Cellular and Molecular Medicine · 2025 · Paper page · Cite · DOI · Scholar

ABCA1 acts as a protective modulator in amyotrophic lateral sclerosis Article

iScience · 2025 · Paper page · Cite · DOI · Scholar

ABCA1 Acts as a Protective Modulator in Amyotrophic Lateral Sclerosis and Links to Metabolic Status Preprint

Preprint · 2025 · Paper page · Cite · DOI · Scholar

Association between higher estimated glucose disposal rate and reduced prevalence of hyperuricemia and gout Article

Frontiers in Nutrition · 2025 · Paper page · Cite · DOI · Scholar

Association between sleep duration, sleep trouble and all-cause mortality in individuals with hyperuricemia in the United States Article

Frontiers in Public Health · 2025 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

Current status, hotspots, and trends in cancer prevention, screening, diagnosis, treatment, and rehabilitation: A bibliometric analysis Article

Oncology Research · 2025 · Paper page · Cite · DOI · Scholar

Deciphering the Proteomic Landscape of Circulating Extracellular Vesicles in Human Abdominal Aortic Aneurysm Article

Journal of Cellular and Molecular Medicine · 2025 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

Developing a LASSO Regression-Based Nomogram to Predict Outcomes in Abdominal Aortic Aneurysm Patients Post-Endovascular Aneurysm Repair Article

Clinical Interventions in Aging · 2025 · Paper page · Cite · DOI · Scholar

Endoscopic versus laparoscopic resection of gastrointestinal stromal tumors at the esophagogastric junction using propensity score matching analysis Article

Scientific Reports · 2025 · Paper page · Cite · DOI · Scholar

Identification of Cardiometabolic Protein Biomarkers for Acute Myocardial Infarction Using Olink Proteomics Article

Journal of Inflammation Research · 2025 · Paper page · Cite · DOI · Scholar

Integrated-omics analysis defines subtypes of hepatocellular carcinoma based on circadian rhythm Article

Journal of Integrative Medicine · 2025 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

Machine learning combined with omics-based approaches reveals T-lymphocyte cellular fate imbalance in abdominal aortic aneurysm Article

BMC Biology · 2025 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

Mapping heterogeneous molecular subtypes of circadian misalignment underlying lung adenocarcinoma risk Article

Life Conflux · 2025 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

Modeling Diabetic Cardiomyopathy Using Human Cardiac Organoids: Effects of High Glucose and Lipid Conditions Article

Chemico-Biological Interactions · 2025 · Paper page · Cite · DOI · Scholar

Novel post-translational modification learning signature reveals B4GALT2 as an immune exclusion regulator in lung adenocarcinoma Article

Journal for ImmunoTherapy of Cancer · 2025 · Paper page · Cite · DOI · Scholar

Optimized Dynamic Network Biomarker Deciphers a High-Resolution Heterogeneity Within Thyroid Cancer Molecular Subtypes Article

Med Research · 2025 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

Reply to: Addressing Bias in Feature Importance: A Hybrid Approach for Risk Prediction in Prognostic Survival Models Article

JCO Precision Oncology · 2025 · Paper page · Cite · DOI · Scholar

Resolving tumor microenvironment heterogeneity to forecast immunotherapy response in triple-negative breast cancer through multi-scale analysis Article

Frontiers in Oncology · 2025 · Paper page · Cite · DOI · Scholar

Space Dentistry Combined With Remote and AI Technologies, a Necessity for Long-Term Stays: Thoughts of US Astronauts' Unexpected Stay Article

Oral Diseases · 2025 · Paper page · Cite · DOI · Scholar

Targeted Delivery of Exosome-Derived miRNA-185-5p Inhibitor via Liposomes Alleviates Apoptosis and Cuproptosis in Dilated Cardiomyopathy Article

International Journal of Nanomedicine · 2025 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

Targeting the NLRP3 inflammasome abrogates cardiotoxicity of immune checkpoint blockers Article

Journal for ImmunoTherapy of Cancer · 2025 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

The macrophage-derived motor protein KIF13B enhances MERTK-mediated efferocytosis and prevents atherosclerosis in mice Article

European Heart Journal · 2025 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

2024

Advancing predictive markers in lung adenocarcinoma: A machine learning-based immunotherapy prognostic prediction signature Article

Environmental Toxicology · 2024 · Paper page · Cite · DOI · Scholar

AI hybrid survival assessment for advanced heart failure patients with renal dysfunction Article

Nature Communications · 2024 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

An assessment system for clinical and biological interpretability in ulcerative colitis Article

Aging · 2024 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

Artificial Intelligence Hybrid Survival Assessment System for Robot-Assisted Proctectomy: A Retrospective Cohort Study Article

JCO Precision Oncology · 2024 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

Assessing personalized molecular portraits underlying endothelial-to-mesenchymal transition within pulmonary arterial hypertension Article

Molecular Medicine · 2024 · Paper page · Cite · DOI · Scholar

Associations Between Cardiovascular Health (Life's Essential 8) and Mental Disorders Article

Clinical Cardiology · 2024 · Paper page · Cite · DOI · Scholar

Associations between magnesium depletion score and depression among individuals aged 20 to 60 years Article

Journal of Trace Elements in Medicine and Biology · 2024 · Paper page · Cite · DOI · Scholar

Causal Associations Between the Gut Microbiome and Aortic Aneurysm: A Mendelian Randomization Study Article

Cardiovascular Innovations and Applications · 2024 · Paper page · Cite · DOI · Scholar

Deciphering lung adenocarcinoma evolution: Integrative single-cell genomics identifies the prognostic lung progression associated signature Article

Journal of Cellular and Molecular Medicine · 2024 · Paper page · Cite · DOI · Scholar

Deciphering the prognostic role of endoplasmic reticulum stress in lung adenocarcinoma: integrating prognostic prediction and immunotherapy strategies Article

Clinical and Experimental Medicine · 2024 · Paper page · Cite · DOI · Scholar

Deciphering the tumor immune microenvironment from a multidimensional omics perspective: insight into next-generation CAR-T cell immunotherapy and beyond Article

Molecular Cancer · 2024 · Paper page · Cite · DOI · Scholar

Differential Expression Spectrum of circRNA in Plasma Exosomes in Dilated Cardiomyopathy With Heart Failure Article

Journal of Cellular and Molecular Medicine · 2024 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

Emerging role of immunogenic cell death in cancer immunotherapy: Advancing next-generation CAR-T cell immunotherapy by combination Article

Cancer Letters · 2024 · Paper page · Cite · DOI · Scholar

Exploring the diagnostic and immune infiltration roles of disulfidptosis related genes in pulmonary hypertension Article

Respiratory Research · 2024 · Paper page · Cite · DOI · Scholar

Identification of diagnostic signature and immune infiltration for ischemic cardiomyopathy based on cuproptosis-related genes through bioinformatics analysis and experimental validation Article

International Immunopharmacology · 2024 · Paper page · Cite · DOI · Scholar

Identification of potential biomarkers for lung adenocarcinoma: a study based on bioinformatics analysis combined with validation experiments Article

Frontiers in Oncology · 2024 · Paper page · Cite · DOI · Scholar

Integrated multi-omics analysis revealed the molecular networks and potential targets of cellular senescence in Alzheimer’s disease Article

Human Molecular Genetics · 2024 · Paper page · Cite · DOI · Scholar

Machine Learning Approaches for Predicting Frailty Base on Multimorbidities in US Adults Using NHANES Data (1999-2018) Article

Computer Methods and Programs in Biomedicine Update · 2024 · Paper page · Cite · DOI · Scholar

Molecular subtypes of ischemic heart disease based on circadian rhythm Article

Scientific Reports · 2024 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

N7-methyladenosine-induced SLC7A7 serves as a prognostic biomarker in pan-cancer and promotes CRC progression in colorectal cancer Article

Scientific Reports · 2024 · Paper page · Cite · DOI · Scholar

Omics-based molecular classifications empowering in precision oncology Article

Cellular Oncology · 2024 · Paper page · Cite · DOI · Scholar

Optimal Management Options for Esophageal Gastrointestinal Stromal Tumors (E-GIST) Article

European Journal of Surgical Oncology · 2024 · Paper page · Cite · DOI · Scholar

Plasma Olink Proteomics Reveals Novel Biomarkers for Prediction and Diagnosis in Dilated Cardiomyopathy with Heart Failure Article

Journal of Proteome Research · 2024 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

Proteomics appending a complementary dimension to precision oncotherapy Article

Computational and Structural Biotechnology Journal · 2024 · Paper page · Cite · DOI · Scholar

Quantifying Personalized Shift-Work Molecular Portraits Underlying Alzheimer's Disease through Computational Biology Article

The Journal of Prevention of Alzheimer's Disease · 2024 · Paper page · Cite · DOI · Scholar

The underlying mechanism of chimeric antigen receptor (CAR)-T cell therapy triggering secondary T-cell cancers: Mystery of the Sphinx? Article

Cancer Letters · 2024 · Paper page · Cite · DOI · Scholar

Transition from Sleeve Lobectomy to Lobectomy after Effective Chemoimmunotherapy in Central-Type NSCLC: A Multicenter Retrospective Study Preprint

Preprint · 2024 · Paper page · Cite · DOI · Scholar

TYG Index as a Novel Predictor of Clinical Outcomes in Advanced Chronic Heart Failure with Renal Dysfunction Patients Article

Clinical Interventions in Aging · 2024 · Paper page · Cite · DOI · Scholar

2023

Application of reagent for detecting and/or regulating FOSB gene in preparation of product for predicting and/or targeting abdominal aortic aneurysm Patent

Patent · 2023 · Paper page · Scholar

Artificial Intelligence-Powered Comprehensive Framework Develops a Survival Assessment System by Multicenter Integration for Advanced Heart Failure with Renal Dysfunction Preprint

Preprint · 2023 · Paper page · Cite · DOI · Scholar

Atherosclerotic plaque vulnerability quantification system for clinical and biological interpretability Article

iScience · 2023 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

Biodegradable Mg alloy modified with bioactive exosomes for cardiovascular stent application Article

Journal of Magnesium and Alloys · 2023 · Paper page · Cite · DOI · Scholar

Differential expression profiles of plasma exosomal microRNAs in dilated cardiomyopathy with chronic heart failure Article

Journal of Cellular and Molecular Medicine · 2023 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

Idebenone attenuates ferroptosis by inhibiting excessive autophagy via the ROS-AMPK-mTOR pathway to preserve cardiac function after myocardial infarction Article

European Journal of Pharmacology · 2023 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

Three-dimensional bioprinting of artificial blood vessel: Process, bioinks, and challenges Article

International Journal of Bioprinting · 2023 · Paper page · Cite · DOI · Scholar

2022

Smooth muscle cell fate decisions decipher a high-resolution heterogeneity within atherosclerosis molecular subtypes Article

Journal of Translational Medicine · 2022 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

Uncovering the Genetic Links of SARS-CoV-2 Infections on Heart Failure Co-Morbidity by a Systems Biology Approach Article

ESC Heart Failure · 2022 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

2021

Efficacy and Safety of Apatinib Treatment for Advanced Cholangiocarcinoma After Failed Gemcitabine-Based Chemotherapy: An Open-Label Phase II Prospective Study Article

Frontiers in Oncology · 2021 · Paper page · Cite · Featured · Deep GEO · DOI · Scholar

2020

Culture methods of inducing embryonic stem cells to differentiate into retinal pigment epithelial cells Article

International Eye Science · 2020 · Paper page · Cite · DOI · Scholar

Identity control: automated discovery links Ge Zhang (张格) to the exact ORCID iD rather than relying on the author name alone, reducing same-name misattribution.