Multiscale Analyses of 4D Nucleome Structure and Function by Comprehensive Multimodal Data Integration

Information

  • Research Project
  • 10267774
  • ApplicationId
    10267774
  • Core Project Number
    UM1HG011593
  • Full Project Number
    5UM1HG011593-02
  • Serial Number
    011593
  • FOA Number
    RFA-RM-20-004
  • Sub Project Id
  • Project Start Date
    9/22/2020 - 3 years ago
  • Project End Date
    6/30/2025 - a year from now
  • Program Officer Name
    PAZIN, MICHAEL J
  • Budget Start Date
    7/1/2021 - 2 years ago
  • Budget End Date
    6/30/2022 - a year ago
  • Fiscal Year
    2021
  • Support Year
    02
  • Suffix
  • Award Notice Date
    9/9/2021 - 2 years ago

Multiscale Analyses of 4D Nucleome Structure and Function by Comprehensive Multimodal Data Integration

PROJECT SUMMARY The cell nucleus is a heterogeneous organelle that consists of nuclear bodies such as nuclear lamina, speckles, nucleoli and PML bodies. These structures continuously tether and tug chromatin at the small and large scales to synergistically orchestrate dynamic functions in distinct spatio-temporal compartments. A major obstacle to the production of navigable 4D reference maps and relating structure to function in the nucleus remains understanding how these different scales of organization influence each other. In particular, we have a poor understanding of the large-scale genome organization. Growing evidence suggests that such nuclear compartmentalization is causally connected with vital genome functions in human health and disease. However, the principles of this nuclear compartmentalization, its dynamics during changes in cell conditions, and its functional relevance are poorly understood. One lesson from Phase 1 4DN was the huge gap in throughput between imaging methods, that directly measure large-scale multi-landmark relationships, and genomic methods, that aim for whole genome high-resolution maps but are indirect measurements and provide limited information about large-scale compartments. For this 4DN UM1 Center application, we propose to meet these needs through the following Aims: (1) Generate multi-modal imaging and genomic datasets to reveal the structure, dynamics, and function of nuclear compartmentalization; (2) Develop and apply computational tools for data-driven genome structure modeling and integrative analysis of nuclear compartmentalization; (3) Develop an integrative analysis and visualization platform with navigable 4D reference maps of nuclear organization. The combined datasets and results of our proposed approaches will advance our understanding of nuclear compartmentalization, the interwoven connections among different nuclear components, and their functional significance. Our new integrative analysis tools and data-driven predictive models will produce more complete nuclear organization reference maps that integrate large-scale chromosome structure data from live and super-resolution microscopy with multi-modal genomic data including smaller scale chromatin interaction maps and predict functional relationships and dynamic responses. Our navigable reference maps will be publicly accessible through an analysis platform that provides interactive visualization of multiple data types, thus enabling investigators with diverse expertise to simultaneously explore their own data and related datasets/tools and promoting collaborations that will open new horizons into the role of the 4D nucleome in human health and disease.

IC Name
NATIONAL HUMAN GENOME RESEARCH INSTITUTE
  • Activity
    UM1
  • Administering IC
    HG
  • Application Type
    5
  • Direct Cost Amount
    1979663
  • Indirect Cost Amount
    95746
  • Total Cost
    2075409
  • Sub Project Total Cost
  • ARRA Funded
    False
  • CFDA Code
    310
  • Ed Inst. Type
    SCHOOLS OF ARTS AND SCIENCES
  • Funding ICs
    OD:2075409\
  • Funding Mechanism
    Non-SBIR/STTR RPGs
  • Study Section
    ZRG1
  • Study Section Name
    Special Emphasis Panel
  • Organization Name
    CARNEGIE-MELLON UNIVERSITY
  • Organization Department
    BIOSTATISTICS & OTHER MATH SCI
  • Organization DUNS
    052184116
  • Organization City
    PITTSBURGH
  • Organization State
    PA
  • Organization Country
    UNITED STATES
  • Organization Zip Code
    152133815
  • Organization District
    UNITED STATES