Concepedia

Network Biomarkers

Network Biomarker is a computational construct that integrates multiple molecular entities and their interactions within a biological network to capture systemic perturbations associated with disease states or therapeutic responses, distinguished from conventional biomarkers by its reliance on network-level dynamics rather than individual molecular measurements.

157

Publications

8.6K

Citations

785

Authors

374

Institutions

Publications per year

2017–2026

85

Variants

Network-based Biomarkers

Parents

Publications

157

Systems Biology and New Technologies Enable Predictive and Preventative Medicine

Leroy Hood, James R. Heath, Michael E. Phelps et al. · Science · 2004 · 1.1K citations

, , +17

Detecting early-warning signals for sudden deterioration of complex diseases by dynamical network biomarkers

Luonan Chen, Rui Liu, Zhi‐Ping Liu et al. · Scientific Reports · 2012 · 682 citations · Full text

, , +16

Linked dimensions of psychopathology and connectivity in functional brain networks

Cedric Huchuan Xia, Zongming Ma, Rastko Ćirić et al. · Nature Communications · 2018 · 480 citations · Full text

, , +17

Multi-platform proteomic analysis of Alzheimer’s disease cerebrospinal fluid and plasma reveals network biomarkers associated with proteostasis and the matrisome

Eric B. Dammer, Lingyan Ping, Duc M. Duong et al. · Alzheimer s Research & Therapy · 2022 · 191 citations · Full text

, , +17

Modulation of metabolic brain networks after subthalamic gene therapy for Parkinson's disease

Andrew Feigin, Michael G. Kaplitt, Chengke Tang et al. · Proceedings of the National Academy of Sciences · 2007 · 178 citations · Full text

, , +17

1–5 of 157

Authors

785

  1. LC
    Luonan Chen

    Chinese Academy of Sciences, China

    33 publications · 2.6K citations

    24

    h-index

  2. RL
    Rui Liu

    South China University of Technology, China

    12 publications · 1.6K citations

    12

    h-index

  3. XL
    Xiaoping Liu

    Sun Yat-sen University, China

    10 publications · 876 citations

    11

    h-index

  4. KA
    Kazuyuki Aihara

    The University of Tokyo, Japan

    10 publications · 1.4K citations

    10

    h-index

  5. TZ
    Tao Zeng

    Chinese Academy of Sciences, China

    9 publications · 533 citations

    9

    h-index

1–5 of 785

Institutions

374

  1. Chinese Academy of Sciences

    Beijing, China

    23 h-index

    80 publications

    5.9K citations

  2. Shanghai Institutes for Biological Sciences

    Shanghai, China

    19 h-index

    66 publications

    6.4K citations

  3. Center for Excellence in Molecular Cell Science

    Shanghai, China

    17 h-index

    52 publications

    2.7K citations

  4. The University of Tokyo

    Tokyo, Japan

    15 h-index

    37 publications

    4.8K citations

  5. South China University of Technology

    Guangzhou, China

    11 h-index

    27 publications

    1.8K citations

  6. Shandong University

    Jinan, China

    10 h-index

    16 publications

    1.3K citations

  7. University of Chinese Academy of Sciences

    Beijing, China

    10 h-index

    22 publications

    640 citations

  8. ShanghaiTech University

    Shanghai, China

    9 h-index

    12 publications

    761 citations

1–8 of 374

Venues

  1. Scientific Reports

    9 publications · 1.1K citations

    9

    h-index

  2. Briefings in Bioinformatics

    7 publications · 293 citations

    9

    h-index

  3. Bioinformatics

    6 publications · 366 citations

    6

    h-index

  4. Journal of Translational Medicine

    JTM · 6 publications · 211 citations

    6

    h-index

  5. BMC Medical Genomics

    5 publications · 252 citations

    5

    h-index

1–5