TY - JOUR
T1 - Angiogenic gene networks are dysregulated in opioid use disorder
T2 - evidence from multi-omics and imaging of postmortem human brain
AU - Mendez, Emily F.
AU - Wei, Haichao
AU - Hu, Ruifeng
AU - Stertz, Laura
AU - Fries, Gabriel R.
AU - Wu, Xizi
AU - Najera, Katherine E.
AU - Monterey, Michael D.
AU - Lincoln, Christie M.
AU - Kim, Joo won
AU - Moriel, Karla
AU - Meyer, Thomas D.
AU - Selvaraj, Sudhakar
AU - Teixeira, Antonio L.
AU - Zhao, Zhongming
AU - Xu, Junqian
AU - Wu, Jiaqian
AU - Walss-Bass, Consuelo
N1 - Publisher Copyright:
© 2021, The Author(s), under exclusive licence to Springer Nature Limited.
PY - 2021/12
Y1 - 2021/12
N2 - Opioid use disorder (OUD) is a public health crisis in the U.S. that causes over 50 thousand deaths annually due to overdose. Using next-generation RNA sequencing and proteomics techniques, we identified 394 differentially expressed (DE) coding and long noncoding (lnc) RNAs as well as 213 DE proteins in Brodmann Area 9 of OUD subjects. The RNA and protein changes converged on pro-angiogenic gene networks and cytokine signaling pathways. Four genes (LGALS3, SLC2A1, PCLD1, and VAMP1) were dysregulated in both RNA and protein. Dissecting these DE genes and networks, we found cell type-specific effects with enrichment in astrocyte, endothelial, and microglia correlated genes. Weighted-genome correlation network analysis (WGCNA) revealed cell-type correlated networks including an astrocytic/endothelial/microglia network involved in angiogenic cytokine signaling as well as a neuronal network involved in synaptic vesicle formation. In addition, using ex vivo magnetic resonance imaging, we identified increased vascularization in postmortem brains from a subset of subjects with OUD. This is the first study integrating dysregulation of angiogenic gene networks in OUD with qualitative imaging evidence of hypervascularization in postmortem brain. Understanding the neurovascular effects of OUD is critical in this time of widespread opioid use.
AB - Opioid use disorder (OUD) is a public health crisis in the U.S. that causes over 50 thousand deaths annually due to overdose. Using next-generation RNA sequencing and proteomics techniques, we identified 394 differentially expressed (DE) coding and long noncoding (lnc) RNAs as well as 213 DE proteins in Brodmann Area 9 of OUD subjects. The RNA and protein changes converged on pro-angiogenic gene networks and cytokine signaling pathways. Four genes (LGALS3, SLC2A1, PCLD1, and VAMP1) were dysregulated in both RNA and protein. Dissecting these DE genes and networks, we found cell type-specific effects with enrichment in astrocyte, endothelial, and microglia correlated genes. Weighted-genome correlation network analysis (WGCNA) revealed cell-type correlated networks including an astrocytic/endothelial/microglia network involved in angiogenic cytokine signaling as well as a neuronal network involved in synaptic vesicle formation. In addition, using ex vivo magnetic resonance imaging, we identified increased vascularization in postmortem brains from a subset of subjects with OUD. This is the first study integrating dysregulation of angiogenic gene networks in OUD with qualitative imaging evidence of hypervascularization in postmortem brain. Understanding the neurovascular effects of OUD is critical in this time of widespread opioid use.
UR - http://www.scopus.com/inward/record.url?scp=85112678914&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85112678914&partnerID=8YFLogxK
U2 - 10.1038/s41380-021-01259-y
DO - 10.1038/s41380-021-01259-y
M3 - Article
C2 - 34385598
AN - SCOPUS:85112678914
SN - 1359-4184
VL - 26
SP - 7803
EP - 7812
JO - Molecular Psychiatry
JF - Molecular Psychiatry
IS - 12
ER -