Concepedia

Dynamic Multi-omics Modeling

Dynamic Multi-Omics Modeling is a computational framework that integrates time-resolved multi-omics data to infer temporal interactions and regulatory dynamics across biological layers, distinguishing itself from static or single-omics approaches by explicitly capturing the evolving molecular states in biological systems over time.

6

Publications

1.2K

Citations

83

Authors

45

Institutions

Publications per year

2017–2026

5

Parents

Publications

6

Omics-Driven Systems Interrogation of Metabolic Dysregulation in COVID-19 Pathogenesis

Jin‐Wen Song, Sin Man Lam, Xing Fan et al. · Cell Metabolism · 2020 · 535 citations · Full text

, , +16

Methods for the integration of multi-omics data: mathematical aspects

Matteo Bersanelli, Ettore Mosca, Daniel Remondini et al. · BMC Bioinformatics · 2016 · 454 citations · Full text

, , +13

Dynamic Bayesian Networks for Integrating Multi-omics Time Series Microbiome Data

Daniel Ruiz-Perez, Jose Lugo-Martinez, Natalia Bourguignon et al. · mSystems · 2021 · 61 citations · Full text

, , +17

Multi-omics and temporal dynamics profiling reveal disruption of central metabolism in<i>Helicobacter pylori</i>on bismuth treatment

Bing-Jie Han, Zhen Zhang, Yanxuan Xie et al. · Chemical Science · 2018 · 52 citations · Full text

, , +17

STATegra, a comprehensive multi-omics dataset of B-cell differentiation in mouse

David Gómez-Cabrero, Sonia Tarazona, Isabel Ferreirós-Vidal et al. · Scientific Data · 2019 · 33 citations · Full text

, , +10

1–5 of 6

Authors

83

  1. SM
    Sin Man Lam

    Institute of Genetics and Developmental Biology, China

    1 publications · 535 citations

    1

    h-index

  2. HL
    Hongyan Li

    University of Hong Kong, Hong Kong SAR China

    1 publications · 52 citations

    1

    h-index

  3. ZZ
    Zhen Zhang

    Sun Yat-sen University, China

    1 publications · 52 citations

    1

    h-index

  4. GC
    Gastone Castellani

    University of Bologna, Italy

    1 publications · 454 citations

    1

    h-index

  5. ZL
    Ziwei Liang

    Taiyuan University of Technology, China

    1 publications · 33 citations

    1

    h-index

1–5 of 83

Institutions

45

  1. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    10 publications

    3.4K citations

  2. Wuhan Institute of Physics and Mathematics

    Wuhan, China

    1 h-index

    4 publications

    208 citations

  3. Chinese PLA General Hospital

    Beijing, China

    1 h-index

    1 publications

    535 citations

  4. Karolinska Institutet

    Stockholm, Sweden

    1 h-index

    4 publications

    132 citations

  5. Imperial College London

    London, United Kingdom

    1 h-index

    6 publications

    198 citations

  6. University of California, Irvine

    Irvine, United States

    1 h-index

    3 publications

    99 citations

  7. Santé et Services des Ecosytèmes Polynésiens

    Faaa, French Polynesia

    1 h-index

    1 publications

    25 citations

  8. University of Crete

    Rethymno, Greece

    1 h-index

    2 publications

    66 citations

1–8 of 45

Venues

  1. BMC Bioinformatics

    1 publications · 454 citations

    1

    h-index

  2. Scientific Data

    1 publications · 33 citations

    1

    h-index

  3. BMC Biology

    1 publications · 25 citations

    1

    h-index

  4. mSystems

    1 publications · 61 citations

    1

    h-index

  5. Cell Metabolism

    1 publications · 535 citations

    1

    h-index

1–5