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Focal adhesion is associated with lithium response in bipolar disorder: evidence from a network-based multi-omics analysis

Authors :
Niemsiri, Vipavee
Rosenthal, Sara Brin
Nievergelt, Caroline M.
Maihofer, Adam X.
Marchetto, Maria C.
Santos, Renata
Shekhtman, Tatyana
Alliey-Rodriguez, Ney
Anand, Amit
Balaraman, Yokesh
Berrettini, Wade H.
Bertram, Holli
Burdick, Katherine E.
Calabrese, Joseph R.
Calkin, Cynthia V.
Conroy, Carla
Coryell, William H.
DeModena, Anna
Eyler, Lisa T.
Feeder, Scott
Fisher, Carrie
Frazier, Nicole
Frye, Mark A.
Gao, Keming
Garnham, Julie
Gershon, Elliot S.
Goes, Fernando S.
Goto, Toyomi
Harrington, Gloria J.
Jakobsen, Petter
Kamali, Masoud
Kelly, Marisa
Leckband, Susan G.
Lohoff, Falk W.
McCarthy, Michael J.
McInnis, Melvin G.
Craig, David
Millett, Caitlin E.
Mondimore, Francis
Morken, Gunnar
Nurnberger, John I.
Donovan, Claire O’
Øedegaard, Ketil J.
Ryan, Kelly
Schinagle, Martha
Shilling, Paul D.
Slaney, Claire
Stapp, Emma K.
Stautland, Andrea
Tarwater, Bruce
Zandi, Peter P.
Alda, Martin
Fisch, Kathleen M.
Gage, Fred H.
Kelsoe, John R.
Source :
Molecular Psychiatry; 20230101, Issue: Preprints p1-14, 14p
Publication Year :
2023

Abstract

Lithium (Li) is one of the most effective drugs for treating bipolar disorder (BD), however, there is presently no way to predict response to guide treatment. The aim of this study is to identify functional genes and pathways that distinguish BD Li responders (LR) from BD Li non-responders (NR). An initial Pharmacogenomics of Bipolar Disorder study (PGBD) GWAS of lithium response did not provide any significant results. As a result, we then employed network-based integrative analysis of transcriptomic and genomic data. In transcriptomic study of iPSC-derived neurons, 41 significantly differentially expressed (DE) genes were identified in LR vs NR regardless of lithium exposure. In the PGBD, post-GWAS gene prioritization using the GWA-boosting (GWAB) approach identified 1119 candidate genes. Following DE-derived network propagation, there was a highly significant overlap of genes between the top 500- and top 2000-proximal gene networks and the GWAB gene list (Phypergeometric = 1.28E–09 and 4.10E–18, respectively). Functional enrichment analyses of the top 500 proximal network genes identified focal adhesion and the extracellular matrix (ECM) as the most significant functions. Our findings suggest that the difference between LR and NR was a much greater effect than that of lithium. The direct impact of dysregulation of focal adhesion on axon guidance and neuronal circuits could underpin mechanisms of response to lithium, as well as underlying BD. It also highlights the power of integrative multi-omics analysis of transcriptomic and genomic profiling to gain molecular insights into lithium response in BD.

Details

Language :
English
ISSN :
13594184 and 14765578
Issue :
Preprints
Database :
Supplemental Index
Journal :
Molecular Psychiatry
Publication Type :
Periodical
Accession number :
ejs62674827
Full Text :
https://doi.org/10.1038/s41380-022-01909-9