Positions

Overview

  • Dr. Chen conducts research in “translational bioinformatics”—the science of collecting, representing, storing, retrieving and processing data and knowledge for the improvement of human health. His research interest focus on systems biology, data mining, advanced visual analytics for therapeutic discovery and clinical decision-making applications. He has published more than 170 peer-reviewed scientific papers and edited two bioinformatics books, “Biological Database Modeling” and “Biological Data Mining”. He has organized many conferences, among which the BIOKDD workshop at the Annual ACM Knowledge Discovery and Data Mining Conference have been running consecutively for nearly two decades. He is a frequent grant review panelist for NIH, NSF, and DOD in bioinformatics. He was named a finalist as “Indiana’s Technology Educator of the Year” for his contribution to informatics research, education, and entrepreneurship in the state of Indiana.

    • Selected Publications

    Academic Article

    Year Title Altmetric
    2020 Design and fabrication of integrated magnetic field sensing system with enhanced sensitivity.  Journal of Magnetism and Magnetic Materials.  511. 2020
    2020 Decoding sars-cov-2 hijacking of host mitochondria in covid-19 pathogenesis 2020
    2020 Polyvalent therapeutic vaccine for type 2 diabetes mellitus: Immunoinformatics approach to study co-stimulation of cytokines and GLUT1 receptors 2020
    2020 IL-23 promotes a coordinated B cell germinal center program for class-switch recombination to IgG2b in BXD2 mice.  Journal of Immunology.  205:346-358. 2020
    2020 Erratum: Association of CMV genomic mutations with symptomatic infection and hearing loss in congenital CMV infection (BMC Infectious Diseases (2019) 19 (1046) DOI: 10.1186/s12879-019-4681-0).  BMC Infectious Diseases.  20. 2020
    2019 Association of CMV genomic mutations with symptomatic infection and hearing loss in congenital CMV infection.  BMC Infectious Diseases.  19. 2019
    2019 WIPER: Weighted in-Path Edge Ranking for biomolecular association networks 2019
    2019 BEERE: a web server for biomedical entity expansion, ranking and explorations.  Nucleic Acids Research.  47:W578-W586. 2019
    2019 Room-temperature spin-to-charge conversion in sputtered bismuth selenide thin films via spin pumping from yttrium iron garnet.  Applied Physics Letters.  114. 2019
    2019 Gsslasso Cox: A Bayesian hierarchical model for predicting survival and detecting associated genes by incorporating pathway information.  BMC Bioinformatics.  20. 2019
    2019 A systematic simulation-based meta-analytical framework for prediction of physiological biomarkers in alopecia.  Journal of Biological Research.  26. 2019
    2018 Multiscale and Multimodal Analysis for Computational Biology.  IEEE/ACM Transactions on Computational Biology and Bioinformatics.  15:1951-1952. 2018
    2018 Super Gene Set Causal Relationship Discovery from Functional Genomics Data.  IEEE/ACM Transactions on Computational Biology and Bioinformatics.  15:1991-1998. 2018
    2018 Enhancement of tunneling magnetoresistance by inserting a diffusion barrier in L10-FePd perpendicular magnetic tunnel junctions.  Applied Physics Letters.  112. 2018
    2018 Weak antilocalization and low-temperature characterization of sputtered polycrystalline bismuth selenide.  Applied Physics Letters.  112. 2018
    2018 Simulation study of cDNA dataset to investigate possible association of differentially expressed genes of human THP1-monocytic cells in cancer progression affected by bacterial shiga toxins.  Frontiers in Microbiology.  9. 2018
    2018 Mapping strain with magnetics 2018
    2018 PAGER 2.0: An update to the pathway, annotated-list and gene-signature electronic repository for Human Network Biology.  Nucleic Acids Research.  46:D668-D676. 2018
    2018 Regenerative potential of neonatal porcine hearts.  Circulation.  138:2809-2816. 2018
    2017 Repositioning drugs by targeting network modules: A Parkinson's disease case study.  BMC Bioinformatics.  18. 2017
    2017 Integrative Approaches to Understanding the Pathogenic Role of Genetic Variation in Rheumatic Diseases.  Rheumatic Disease Clinics of North America.  43:449-466. 2017
    2017 HAPPI-2: A Comprehensive and High-quality Map of Human Annotated and Predicted Protein Interactions.  BMC Genomics.  18. 2017
    2017 Cellular signaling pathways in insulin resistance-systems biology analyses of microarray dataset reveals new drug target gene signatures of type 2 diabetes mellitus.  Frontiers in Physiology.  8. 2017
    2017 High performance MgO-barrier magnetic tunnel junctions for flexible and wearable spintronic applications.  Scientific Reports.  7. 2017
    2017 Repositioning drugs by targeting network modules: a Parkinson's disease case study. 2017
    2016 Laser-initiated magnetization reversal and correlated morphological effects visualized with in situ Fresnel transmission electron microscopy.  Physical Review B.  94. 2016
    2016 A method for identifying discriminative isoform-specific peptides for clinical proteomics application.  BMC Genomics.  17. 2016
    2016 Proteomic Characterization Reveals That MMP-3 Correlates With Bronchiolitis Obliterans Syndrome Following Allogeneic Hematopoietic Cell and Lung Transplantation.  American Journal of Transplantation.  16:2342-2351. 2016
    2016 Time-Resolved Magneto-Optical Kerr Effect of Magnetic Thin Films for Ultrafast Thermal Characterization.  Journal of Physical Chemistry Letters.  7:2328-2332. 2016
    2015 A method for developing regulatory gene set networks to characterize complex biological systems.  BMC Genomics.  16. 2015
    2015 DMAP: A connectivity map database to enable identification of novel drug repositioning candidates.  BMC Bioinformatics.  16. 2015
    2015 All-optical switching of magnetoresistive devices using telecom-band femtosecond laser.  Applied Physics Letters.  107. 2015
    2015 MicroRNA expression profiling of human respiratory epithelium affected by invasive candida infection.  PLoS ONE.  10. 2015
    2015 Knowledge Discovery Using Big Data in Biomedical Systems.  IEEE/ACM Transactions on Computational Biology and Bioinformatics.  12:726-728. 2015
    2015 PAGER: Constructing PAGs and new PAG-PAG relationships for network biology.  Bioinformatics.  31:i250-i257. 2015
    2014 Pathway and network analysis in proteomics.  Journal of Theoretical Biology.  362:44-52. 2014
    2014 SLDR: A computational technique to identify novel genetic regulatory relationships.  BMC Bioinformatics.  15. 2014
    2014 Prioritizing drug targets in Clostridium botulinum with a computational systems biology approach.  Genomics.  104:24-35. 2014
    2014 Seed-weighted random walk ranking for cancer biomarker prioritisation: A case study in leukaemia.  International Journal of Data Mining and Bioinformatics.  9:135-148. 2014
    2013 Network medicine: Finding the links to personalized therapy.  Clinical Pharmacology and Therapeutics.  94:613-616. 2013
    2013 Transcriptome network analysis of potential candidate genes for heart failure 2013
    2013 Predicting adverse drug reaction profiles by integrating protein interaction networks with drug structures.  Proteomics.  13:313-324. 2013
    2012 Genome-wide meta-analysis of genetic susceptible genes for Type 2 Diabetes.  BMC Systems Biology.  6. 2012
    2012 Towards a metadata model for mass-spectrometry based clinical proteomics 2012
    2012 PAGED: A pathway and gene-set enrichment database to enable molecular phenotype discoveries.  BMC Bioinformatics.  13. 2012
    2012 Network Expansion and Pathway Enrichment Analysis towards Biologically Significant Findings from Microarrays..  Journal of Integrative Bioinformatics.  9:113-125. 2012
    2012 C²Maps: a network pharmacology database with comprehensive disease-gene-drug connectivity relationships..  BMC Genomics.  13 Suppl 6:S17. 2012
    2012 Network expansion and pathway enrichment analysis towards biologically significant findings from microarrays..  Journal of Integrative Bioinformatics.  9:213. 2012
    2012 Reordering based integrative expression profiling for microarray classification..  BMC Bioinformatics.  13 Suppl 2. 2012
    2011 An integrated proteomics analysis of bone tissues in response to mechanical stimulation.  BMC Systems Biology.  5. 2011
    2011 Predicting adverse side effects of drugs.  BMC Genomics.  12. 2011
    2011 HOMER: A human organ-specific molecular electronic repository.  BMC Bioinformatics.  12. 2011
    2011 Data mining methods in Omics-based biomarker discovery..  Methods in Molecular Biology.  719:511-526. 2011
    2011 Disease phenotypes and gender association of FCRL3 single-nucleotide polymorphism -169T/C in Taiwanese patients with systemic lupus erythematosus and rheumatoid arthritis.  Journal of Rheumatology.  38:264-270. 2011
    2010 A new approach to construct pathway connected networks and its application in dose responsive gene expression profiles of rat liver regulated by 2,4DNT.  BMC Genomics.  11. 2010
    2010 Impact of sildenafil therapy on pulmonary arterial hypertension in adults with congenital heart disease 2010
    2010 Discovery of pathway biomarkers from coupled proteomics and systems biology methods.  BMC Genomics.  11. 2010
    2010 PEPPI: A peptidomic database of human protein isoforms for proteomics experiments.  BMC Bioinformatics.  11. 2010
    2010 PEPPI: a peptidomic database of human protein isoforms for proteomics experiments..  BMC Bioinformatics.  11 Suppl 6:S7. 2010
    2010 Data mining in bioinformatics: Selected papers from BIOKDD.  IEEE/ACM Transactions on Computational Biology and Bioinformatics.  7:195-196. 2010
    2010 [The use of kidney-shaped pressure bandage to prevent postoperative salivary fistula]..  Shanghai kou qiang yi xue = Shanghai journal of stomatology.  19:144-146. 2010
    2010 A GMM-IG framework for selecting genes as expression panel biomarkers.  Artificial Intelligence in Medicine.  48:75-82. 2010
    2010 MG-132 Inhibits Carcinoid Growth and Alters the Neuroendocrine Phenotype.  Journal of Surgical Research.  158:15-19. 2010
    2009 Longitudinal spin transfer to Λ and Λ̄ hyperons in polarized proton-proton collisions at s=200GeV 2009
    2009 HPD: An online integrated human pathway database enabling systems biology studies.  BMC Bioinformatics.  10. 2009
    2009 HPD: an online integrated human pathway database enabling systems biology studies..  BMC Bioinformatics.  10 Suppl 11:S5. 2009
    2009 Design of an online physician-mediated personal health record system.  Studies in Computational Intelligence.  224:265-279. 2009
    2009 HAPPI: An online database of comprehensive human annotated and predicted protein interactions.  BMC Genomics.  10. 2009
    2009 Building disease-specific drug-protein connectivity maps from molecular interaction networks and PubMed abstracts.  PLoS Computational Biology.  5. 2009
    2009 Pattern discovery in breast cancer specific protein interaction network..  Summit on translational bioinformatics.  2009:1-5. 2009
    2009 Connecting protein interaction data, mutations, and disease using bioinformatics..  Methods in Molecular Biology.  541:449-461. 2009
    2009 Disease gene-fishing in molecular interaction networks: A case study in colorectal cancer.  Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009.  6416-6419. 2009
    2009 Dissecting the human plasma proteome and inflammatory response biomarkers.  Proteomics.  9:470-484. 2009
    2009 Finding fractal patterns in molecular interaction networks: A case study in Alzheimer's disease.  International Journal of Computational Biology and Drug Design.  2:340-352. 2009
    2009 Network topological reordering revealing systemic patterns in yeast protein interaction networks.  Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009.  6954-6957. 2009
    2008 ProteoLens: A visual analytic tool for multi-scale database-driven biological network data mining.  BMC Bioinformatics.  9. 2008
    2008 HIP2: an online database of human plasma proteins from healthy individuals..  BMC Medical Genomics.  1:12. 2008
    2008 Systemically transplanted bone marrow stromal cells contributing to bone tissue regeneration.  Journal of Cellular Physiology.  215:204-209. 2008
    2008 Introduction.  Journal of Bioinformatics and Computational Biology.  6. 2008
    2008 Phenotypic analysis of Dlx5 overexpression in post-natal bone.  Journal of Dental Research.  87:45-50. 2008
    2007 A systems biology approach to the study of cisplatin drug resistance in ovarian cancers..  Journal of Bioinformatics and Computational Biology.  5:383-405. 2007
    2007 A case study of integrating protein interaction data using semantic web technology.  International Journal of Bioinformatics Research and Applications.  3:286-302. 2007
    2007 DisProt: The database of disordered proteins.  Nucleic Acids Research.  35. 2007
    2007 International Journal of Bioinformatics Research and Applications: Editorial.  International Journal of Bioinformatics Research and Applications.  3:261-267. 2007
    2007 Tumor necrosis factor-α- and interleukin-1-induced cellular responses: Coupling proteomic and genomic information.  Journal of Proteome Research.  6:2176-2185. 2007
    2006 Disorder and sequence repeats in hub proteins and their implications for network evolution.  Journal of Proteome Research.  5:2985-2995. 2006
    2006 A statistical framework to discover true associations from multiprotein complex pull-down proteomics data sets 2006
    2006 A systems biology case study of ovarian cancer drug resistance..  Computational systems bioinformatics / Life Sciences Society. Computational Systems Bioinformatics Conference.  389-398. 2006
    2005 Tissue- and bone cell-specific expression of bone sialoprotein is directed by a 9.0 kb promoter in transgenic mice 2005
    2005 Data mining in protein interactomics 2005

    Chapter

    Year Title Altmetric
    2014 Computational biomarker discovery.  355-386. 2014
    2013 Ethics and privacy considerations for systems biology applications in predictive and personalized medicine.  1378-1404. 2013
    2010 Techniques for Prioritization of Candidate Disease Genes.  307-324. 2010
    2009 Molecular Interaction Networks: Topological and Functional Characterizations.  145-174. 2009

    Research Overview

  • Bioinformatics, systems biology, network biology, artificial intelligence in medicine

    • Investigator On

  • Role of Bone Marrow Tregs in Maintaining Stromal Cell Function  awarded by National Heart, Lung, and Blood Institute/NIH/DHHS 2020 - 2024
  • Center for Clinical and Translational Science (3 Linked Awards UL1, KL2, TL1)  awarded by National Center for Advancing Translational Sciences/NIH/DHHS 2019 - 2024
  • Biological Comparisons Among Three Derivative Models of Glioma Patient Cancers Under Microenvironmental Stress  awarded by National Cancer Institute/NIH/DHHS 2018 - 2023
  • Characterization of the Lupus Nephritis microRNAome  awarded by National Institute of Arthritis & Musculoskeletal & Skin Diseases/NIH/DHHS 2018 - 2023
  • Sub-regional Expression of IncRNAs and their Transcriptomic Targets Regulating Key Molecular Pathways in GBM  awarded by SWEDISH HEALTH SERVICES 2020 - 2023
  • B Cell Intrinsic Interferon-beta Regulates Autoreactive B Cell Development  awarded by National Institute of Allergy and Infectious Diseases/NIH/DHHS 2018 - 2023
  • Molecular Mechanisms of Multiple Sclerosis Disease Severity in African Americans  awarded by NATIONAL INSTITUTE ON MINORITY HEALTH AND HEALTH DISPARITIES/NIH/DHHS 2020 - 2022
  • Targeting Metabolic Checkpoints in the Tumor Microenvironment to Boost Efficacy of Anti-CTLA-4  awarded by National Cancer Institute/NIH/DHHS 2019 - 2021
  • Private Grant  awarded by BRISTOL-MYERS SQUIBB COMPANY 2019 - 2021
  • Network Biology Modeling to Enhance Bioinformatic Characterization of Heart Regeneration  awarded by University of Maryland 2020
  • Genetic Prediction for Treatment Resistance in Kawasaki Disease  awarded by SEATTLE CHILDREN'S RESEARCH INSTITUTE 2018 - 2020
  • Metabolic Checkpoints in Anti-CTLA-4 and Anti-PD-1 Immunotherapies  awarded by V FOUNDATION FOR CANCER RESEARCH 2018 - 2020
  • Molecular, Functional and Structural Analyses of Anti-PAD Antibodies in Rheumatoid Arthritis  awarded by National Institute of Allergy and Infectious Diseases/NIH/DHHS 2019 - 2020
  • A National Center for Digital Health Informatics Innovation  awarded by Oregon Health & Science University 2019 - 2020
  • Single Nucleus RNA Sequencing in Pig Heart Development and Regeneration  awarded by University of Maryland 2020
  • B-Cell Control Point Dysregulation in African Americans with SLE  awarded by LUPUS RESEARCH ALLIANCE 2018 - 2020
  • Biomedical Data Translator Technical Feasibility Assessment of Reasoning Tool: University of Alabama at Birmingham  awarded by National Center for Advancing Translational Sciences/NIH/DHHS 2017 - 2019
  • Comprehensive Cancer Center Core Support Grant  awarded by National Cancer Institute/NIH/DHHS 2016 - 2017

    • Education And Training

  • Doctor of Philosophy in Computer and Information Sciences, University of Minnesota-Twin Cities 2001

    • Full Name

  • Jake Chen