Co-expression network of mRNA and DNA methylation in first-episode and drug-naive adolescents with major depressive disorder

被引:4
作者
Tao, Yuanmei [1 ]
Zhang, Hang [1 ]
Jin, Meijiang [1 ]
Xu, Hanmei [1 ]
Zou, Shoukang [1 ,2 ]
Deng, Fang [1 ,2 ]
Huang, Lijuan [1 ]
Zhang, Hong [1 ]
Wang, Xiaolan [1 ]
Tang, Xiaowei [1 ]
Dong, Zaiquan [1 ]
Wang, Yanping [1 ]
Yin, Li [1 ,3 ,4 ]
机构
[1] Sichuan Univ, Dept Psychiat, West China Hosp, Chengdu, Sichuan, Peoples R China
[2] Fourth Peoples Hosp Chengdu, Chengdu, Sichuan, Peoples R China
[3] Frontiers Sci Ctr Dis Related Mol Network, Inst Systemat Genet, Chengdu, Sichuan, Peoples R China
[4] Sichuan Clin Med Res Ctr Mental Disorder, Chengdu, Sichuan, Peoples R China
来源
FRONTIERS IN PSYCHIATRY | 2023年 / 14卷
基金
中国国家自然科学基金;
关键词
major depressive disorder; adolescent; mRNA; DNA methylation; co-expression network; QUANTILE NORMALIZATION; EXPRESSION; ASSOCIATION; AUTOPHAGY; CHILDREN; BEHAVIOR; GENES;
D O I
10.3389/fpsyt.2023.1065417
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
ObjectiveWe explored the DNA methylation and messenger RNA (mRNA) co-expression network and hub genes in first-episode, drug-naive adolescents with major depressive disorder (MDD). To preliminarily explore whether adolescent MDD has unique mechanisms compared with adult MDD. MethodsWe compared DNA methylation and mRNA profiles of peripheral blood mononuclear cells from four first-episode and drug-naive adolescents with MDD and five healthy adolescent controls (HCs). We performed differential expression analysis, constructed co-expression network, and screened the hub genes. And enrichment analysis was performed based on Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG). We also downloaded DNA methylation and mRNA datasets of adults with MDD (GSE113725/GSE38206) from the GEO database, and performed differential expression and enrichment analysis. ResultsOur clinical data showed that 3034 methylation sites and 4190 mRNAs were differentially expressed in first-episode, drug-naive adolescents MDD patients compared with HCs. 19 hub genes were screened out according to the high degree value in the co-expression network. The results from the GEO database showed that compared with adult HCs, there were 290 methylation sites and 127 mRNAs were differentially expressed in adult MDD patients. ConclusionCompared with adolescent HCs and adult MDD patients, the DNA methylation and mRNA expression patterns of first-episode, drug-naive adolescent MDD patients were different. The co-expression network of DNA methylation and mRNA and the screened hub genes may play an important role in the pathogenesis of MDD in first-episode, drug-naive adolescents. Compared with adult MDD, adolescent MDD is more enriched in metabolism in terms of function and pathways.
引用
收藏
页数:12
相关论文
共 52 条
  • [1] Depression and pain comorbidity - A literature review
    Bair, MJ
    Robinson, RL
    Katon, W
    Kroenke, K
    [J]. ARCHIVES OF INTERNAL MEDICINE, 2003, 163 (20) : 2433 - 2445
  • [2] Genetic Contributions of Inflammation to Depression
    Barnes, Jacob
    MondeIli, Valeria
    Pariante, Carmine M.
    [J]. NEUROPSYCHOPHARMACOLOGY, 2017, 42 (01) : 81 - 98
  • [3] Association of NOS1AP variants and depression phenotypes in schizophrenia
    Cheah, Sern-Yih
    Lawford, Bruce R.
    Young, Ross McD
    Morris, C. Phillip
    Voisey, Joanne
    [J]. JOURNAL OF AFFECTIVE DISORDERS, 2015, 188 : 263 - 269
  • [4] A review of DNA methylation in depression
    Chen, Dongmei
    Meng, Lin
    Pei, Fei
    Zheng, Yang
    Leng, Jiyan
    [J]. JOURNAL OF CLINICAL NEUROSCIENCE, 2017, 43 : 39 - 46
  • [5] Maternal circadian disruption is associated with variation in placental DNA methylation
    Clarkson-Townsend, Danielle A.
    Everson, Todd M.
    Deyssenroth, Maya A.
    Burt, Amber A.
    Hermetz, Karen E.
    Hao, Ke
    Chen, Jia
    Marsit, Carmen J.
    [J]. PLOS ONE, 2019, 14 (04):
  • [6] DNA methylation and inflammation marker profiles associated with a history of depression
    Crawford, Bethany
    Craig, Zoe
    Mansell, Georgina
    White, Isobel
    Smith, Adam
    Spaull, Steve
    Imm, Jennifer
    Hannon, Eilis
    Wood, Andrew
    Yaghootkar, Hanieh
    Ji, Yingjie
    Mullins, Niamh
    Lewis, Cathryn M.
    Mill, Jonathan
    Murphy, Therese M.
    [J]. HUMAN MOLECULAR GENETICS, 2018, 27 (16) : 2840 - 2850
  • [7] Association study of polymorphisms within inflammatory genes and methylation status in treatment response in major depression
    Draganov, Metodi
    Jesus Arranz, Maria
    Salazar, Juliana
    de Diego-Adelino, Javier
    Gallego-Fabrega, Cristina
    Jubero, Miriam
    Carceller-Sindreu, Mar
    Portella, Maria J.
    [J]. EUROPEAN PSYCHIATRY, 2019, 60 : 7 - 13
  • [8] A variant in the SCN10A enhancer may affect human mechanical pain sensitivity
    Duan, Guangyou
    Sun, Jiaoli
    Li, Ningbo
    Zheng, Hua
    Guo, Shanna
    Zhang, Yuhao
    Wang, Qingli
    Ying, Ying
    Zhang, Mi
    Huang, Penghao
    Zhang, Xianwei
    [J]. MOLECULAR PAIN, 2018, 14
  • [9] DNA Methylation Profiles of the Brain-Derived Neurotrophic Factor (BDNF) Gene as a Potent Diagnostic Biomarker in Major Depression
    Fuchikami, Manabu
    Morinobu, Shigeru
    Segawa, Masahiro
    Okamoto, Yasumasa
    Yamawaki, Shigeto
    Ozaki, Norio
    Inoue, Takeshi
    Kusumi, Ichiro
    Koyama, Tsukasa
    Tsuchiyama, Kounosuke
    Terao, Takeshi
    [J]. PLOS ONE, 2011, 6 (08):
  • [10] CAPON Is a Critical Protein in Synaptic Molecular Networks in the Prefrontal Cortex of Mood Disorder Patients and Contributes to Depression-Like Behavior in a Mouse Model
    Gao, Shangfeng
    Zhang, Tong
    Jin, Lei
    Liang, Dong
    Fan, Guangwei
    Song, Yunnong
    Lucassen, Paul J.
    Yu, Rutong
    Swaab, Dick F.
    [J]. CEREBRAL CORTEX, 2019, 29 (09) : 3752 - 3765