Integrative analysis of lithium treatment associated effects on brain structure and peripheral gene expression reveals novel molecular insights into mechanism of action

被引:0
|
作者
Amit Anand
Kunio Nakamura
Jeffrey M. Spielberg
Jungwon Cha
Harish Karne
Bo Hu
机构
[1] Cleveland Clinic,Center for Behavioral Health
[2] Cleveland Clinic,Department of Biomedical Engineering
[3] University of Delaware,Department of Psychiatry
[4] Cleveland Clinic,Center for Quantitative Health Sciences
来源
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Lithium is a highly effective medication for bipolar disorder, but its mechanism of action remains unknown. In this study, brain MRI scans and blood samples for gene expression (total of 110 scans and 109 blood samples) were collected from 21 bipolar subjects before and after 2 and 8 weeks of lithium monotherapy and at the same time-points from untreated 16 healthy controls. We used linear mixed-effects models to identify brain structural features and genes with expression changed after lithium treatment, with correction for multiple testing, and correlated their concurrent changes to identify molecular pathways associated with lithium effects. There are significant increases in gray matter fraction, global cortical thickness, and the frontal and parietal cortices after 8 weeks of lithium treatment (corrected p < 0.05). Volume increases were also seen for putamen, hippocampus, thalamic nuclei, and thalamic substructures. Several genes showed significant expression changes, and 14 gene pathways were identified for the present integration analysis. Of these, nine pathways had significant correlations with structural changes (FDR < 0.05). Three neurotrophy-related pathways (GDNF family of ligands, NFAT immune-response, and p53-signaling pathway) correlated with structural changes in multiple regions. Mediation analysis showed that the sphingomyelin metabolism pathway is associated with HAM-D change (p < 0.01), and this effect is mediated via the volume of mediodorsal thalamus (p < 0.03). In summary, the integration of lithium effects on brain structural and peripheral gene expression changes revealed effects on several neurotrophic molecular pathways, which provides further insights into the mechanism of lithium action.
引用
收藏
相关论文
共 50 条
  • [21] Analysis of global gene expression using RNA-sequencing reveals novel mechanism of Yanghe Pingchuan decoction in the treatment of asthma
    Lingyu Pan
    Bangfu He
    Chunxia Gong
    Yehong Sun
    Xianchun Duan
    Yanquan Han
    Jijun Chu
    Yongzhong Wang
    BMC Pulmonary Medicine, 24
  • [22] Integrative genomic meta-analysis reveals novel molecular insights into cystic fibrosis and ΔF508-CFTR rescue
    Rachel A. Hodos
    Matthew D. Strub
    Shyam Ramachandran
    Li Li
    Paul B. McCray
    Joel T. Dudley
    Scientific Reports, 10
  • [23] Integrative genomic meta-analysis reveals novel molecular insights into cystic fibrosis and ΔF508-CFTR rescue
    Hodos, Rachel A.
    Strub, Matthew D.
    Ramachandran, Shyam
    Li, Li
    McCray, Paul B., Jr.
    Dudley, Joel T.
    SCIENTIFIC REPORTS, 2020, 10 (01)
  • [24] Microarray analysis reveals novel gene expression changes associated with erectile dysfunction in diabetic rats
    Sullivan, CJ
    Teal, TH
    Luttrell, IP
    Tran, KB
    Peters, MA
    Wessells, H
    PHYSIOLOGICAL GENOMICS, 2005, 23 (02) : 192 - 205
  • [25] Comparative Analysis of Gene Expression Data Reveals Novel Targets of Senescence-Associated microRNAs
    Napolitano, Marco
    Comegna, Marika
    Succoio, Mariangela
    Leggiero, Eleonora
    Pastore, Lucio
    Faraonio, Raffaella
    Cimino, Filiberto
    Passaro, Fabiana
    PLOS ONE, 2014, 9 (06):
  • [26] Weighted gene co-expression network analysis reveals the hub genes and molecular mechanism of quiescence
    Apoorvha, J. P.
    Brindha, S.
    Ganesan, M.
    Roy, Sujata
    3 BIOTECH, 2025, 15 (02)
  • [27] New insights into thyroglobulin gene: Molecular analysis of seven novel mutations associated with goiter and hypothyroidism
    Citterio, Cintia E.
    Machiavelli, Gloria A.
    Miras, Mirta B.
    Gruneiro-Papendieck, Laura
    Lachlan, Katherine
    Sobrero, Gabriela
    Chiesa, Ana
    Walker, Joanna
    Munoz, Liliana
    Testa, Graciela
    Belforte, Fiorella S.
    Gonzalez-Sarmiento, Rogelio
    Rivolta, Carina M.
    Targovnik, Hector M.
    MOLECULAR AND CELLULAR ENDOCRINOLOGY, 2013, 365 (02) : 277 - 291
  • [28] An analysis of gene expression data involving examination of signaling pathways activation reveals new insights into the mechanism of action of minoxidil topical foam in men with androgenetic alopecia
    Stamatas, Georgios N.
    Wu, Jeff
    Pappas, Apostolos
    Mirmirani, Paradi
    McCormick, Thomas S.
    Cooper, Kevin D.
    Consolo, Mary
    Schastnaya, Jane
    Ozerov, Ivan V.
    Aliper, Alexander
    Zhavoronkov, Alex
    CELL CYCLE, 2017, 16 (17) : 1578 - 1584
  • [29] An integrative bioinformatics approach reveals coding and non-coding gene variants associated with gene expression profiles and outcome in breast cancer molecular subtypes
    Gyorffy, Balazs
    Pongor, Lorinc
    Bottai, Giulia
    Li, Xiaotong
    Budczies, Jan
    Szabo, Andras
    Hatzis, Christos
    Pusztai, Lajos
    Santarpia, Libero
    BRITISH JOURNAL OF CANCER, 2018, 118 (08) : 1107 - 1114
  • [30] An integrative bioinformatics approach reveals coding and non-coding gene variants associated with gene expression profiles and outcome in breast cancer molecular subtypes
    Balázs Győrffy
    Lőrinc Pongor
    Giulia Bottai
    Xiaotong Li
    Jan Budczies
    András Szabó
    Christos Hatzis
    Lajos Pusztai
    Libero Santarpia
    British Journal of Cancer, 2018, 118 : 1107 - 1114