HLS-Cardiac Safety AI Trained Human Heart and Micro Heart Model

Information

  • Research Project
  • 9764845
  • ApplicationId
    9764845
  • Core Project Number
    R44HL139248
  • Full Project Number
    4R44HL139248-02
  • Serial Number
    139248
  • FOA Number
    PA-17-302
  • Sub Project Id
  • Project Start Date
    6/15/2019 - 5 years ago
  • Project End Date
    5/31/2021 - 3 years ago
  • Program Officer Name
    SOPKO, GEORGE
  • Budget Start Date
    6/15/2019 - 5 years ago
  • Budget End Date
    5/31/2020 - 4 years ago
  • Fiscal Year
    2019
  • Support Year
    02
  • Suffix
  • Award Notice Date
    6/7/2019 - 5 years ago
Organizations

HLS-Cardiac Safety AI Trained Human Heart and Micro Heart Model

HLS17-12. The US FDA is considering to establish a new cardiac safety assessment approach defined by a new paradigm called, ?Comprehensive in vitro Proarrhythmia Assay (CIPA)?. The CIPA will 1) assess drug effects on each cardiac ion channel type individually using a high- throughput assay ion channel assays, 2) compute net effect on repolarization and risks for torsade pointes (TdP) using a mathematical model, and 3) confirm the computational prediction by measuring the drug?s effects on action potentials in induced pluripotent stem cell (iPSC) derived human cardiac myocytes (CMs). This paradigm shift, if successful, could reduce the cost of cardiac safety analyses by replacing or lowering the requirement to perform an expensive ($2-4 million) thorough QT study during clinical trials. Protecting consumers from drug induced arrhythmia and sudden deaths is a paramount importance for the regulators and pharmaceutical companies as well as lowing the cost of drug development. Many cardiac safety scientists, however, are skeptical about CIPA?s approach since CMs derived from human iPSCs exhibit a poor excitation-contraction coupling due to their immaturity. In addition, a proposed CIPA mathematical model was developed to simulate electrophysiology of human adult CMs, so there is a mismatch between experimental system and computational tool. To address these concerns, we proposed three specific aims in tw0 phases by following Fast- Track SBIR processes. Phase I feasibility Aim 1 will measure drug-induced changes in AP and CaT using human adult heart slices isolated from human donors. Here we will confirm our successful handling and analyzing human adult heart slices, which will be based on a recently published protocol by our collaborator, Dr. Igor Efimov, at George Washington University. After this validation, we will move on to perform the following two studies: Aim 2. Compare drug-induced changes in AP and CaT in NuHearts generated from adult CMs and cardiac fibroblasts from same human donor hearts; Aim 3. Validate and improve the computational models and train an artificial intelligence to predict cardiac safety risks of unknow compounds. After our successful completion proposed projects, we can establish an unprecedented cardiac safety assessment platform that can predict safety issues using a well-trained AI without doing any experiments using human heart slices that are rarely accessible for most of the safety laboratories or biotech firms.

IC Name
NATIONAL HEART, LUNG, AND BLOOD INSTITUTE
  • Activity
    R44
  • Administering IC
    HL
  • Application Type
    4
  • Direct Cost Amount
  • Indirect Cost Amount
  • Total Cost
    881652
  • Sub Project Total Cost
  • ARRA Funded
    False
  • CFDA Code
    837
  • Ed Inst. Type
  • Funding ICs
    NHLBI:881652\
  • Funding Mechanism
    SBIR-STTR RPGs
  • Study Section
    ZRG1
  • Study Section Name
    Special Emphasis Panel
  • Organization Name
    INVIVOSCIENCES, INC.
  • Organization Department
  • Organization DUNS
    610347713
  • Organization City
    MADISON
  • Organization State
    WI
  • Organization Country
    UNITED STATES
  • Organization Zip Code
    537191267
  • Organization District
    UNITED STATES