TY - JOUR
T1 - Disentangling the Molecular Pathways of Parkinson's Disease using Multiscale Network Modeling
AU - Wang, Qian
AU - Zhang, Bin
AU - Yue, Zhenyu
N1 - Funding Information:
This study is supported, in part, by NIH grants P50NS0947331 (Udall, Z.Y.), U01AG046170 (B.Z. and Z.Y.), RF1AG057440 (B.Z.), and R01NS060809 (Z.Y.).
Publisher Copyright:
© 2020 Elsevier Ltd
PY - 2021/3
Y1 - 2021/3
N2 - Parkinson's disease (PD) is a complex neurodegenerative disorder. The identification of genetic variants has shed light on the molecular pathways for inherited PD, while the disease mechanism for idiopathic PD remains elusive, partly due to a lack of robust tools. The complexity of PD arises from the heterogeneity of clinical symptoms, pathologies, environmental insults contributing to the disease, and disease comorbidities. Molecular networks have been increasingly used to identify molecular pathways and drug targets in complex human diseases. Here, we review recent advances in molecular network approaches and their application to PD. We discuss how network modeling can predict functions of PD genetic risk factors through network context and assist in the discovery of network-based therapeutics for neurodegenerative diseases.
AB - Parkinson's disease (PD) is a complex neurodegenerative disorder. The identification of genetic variants has shed light on the molecular pathways for inherited PD, while the disease mechanism for idiopathic PD remains elusive, partly due to a lack of robust tools. The complexity of PD arises from the heterogeneity of clinical symptoms, pathologies, environmental insults contributing to the disease, and disease comorbidities. Molecular networks have been increasingly used to identify molecular pathways and drug targets in complex human diseases. Here, we review recent advances in molecular network approaches and their application to PD. We discuss how network modeling can predict functions of PD genetic risk factors through network context and assist in the discovery of network-based therapeutics for neurodegenerative diseases.
KW - Parkinson's disease
KW - multiscale network modeling
KW - neurodegeneration
KW - target identification
UR - http://www.scopus.com/inward/record.url?scp=85098192630&partnerID=8YFLogxK
U2 - 10.1016/j.tins.2020.11.006
DO - 10.1016/j.tins.2020.11.006
M3 - Review article
C2 - 33358606
AN - SCOPUS:85098192630
SN - 0378-5912
VL - 44
SP - 182
EP - 188
JO - Trends in Neurosciences
JF - Trends in Neurosciences
IS - 3
ER -