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

Author:

Niemsiri Vipavee,Rosenthal Sara Brin,Nievergelt Caroline M.ORCID,Maihofer Adam X.,Marchetto Maria C.,Santos RenataORCID,Shekhtman Tatyana,Alliey-Rodriguez NeyORCID,Anand Amit,Balaraman Yokesh,Berrettini Wade H.,Bertram Holli,Burdick Katherine E.,Calabrese Joseph R.,Calkin Cynthia V.ORCID,Conroy Carla,Coryell William H.,DeModena Anna,Eyler Lisa T.,Feeder Scott,Fisher Carrie,Frazier Nicole,Frye Mark A.ORCID,Gao Keming,Garnham JulieORCID,Gershon Elliot S.,Goes Fernando S.ORCID,Goto Toyomi,Harrington Gloria J.,Jakobsen Petter,Kamali MasoudORCID,Kelly MarisaORCID,Leckband Susan G.,Lohoff Falk W.ORCID,McCarthy Michael J.,McInnis Melvin G.ORCID,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.ORCID,Slaney Claire,Stapp Emma K.ORCID,Stautland AndreaORCID,Tarwater Bruce,Zandi Peter P.,Alda MartinORCID,Fisch Kathleen M.,Gage Fred H.ORCID,Kelsoe John R.

Abstract

AbstractLithium (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.

Publisher

Springer Science and Business Media LLC

Subject

Cellular and Molecular Neuroscience,Psychiatry and Mental health,Molecular Biology

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3