Single-Cell Transcriptional Profiling Reveals Cell Type-Specific Sex-Dependent Molecular Patterns of Schizophrenia

被引:0
|
作者
Zhou, Runguang [1 ]
Zhang, Tianli [1 ]
Sun, Baofa [1 ]
机构
[1] Nankai Univ, Coll Life Sci, Frontiers Sci Ctr Cell Responses, State Key Lab Med Chem Biol, Tianjin 300071, Peoples R China
基金
中国国家自然科学基金; 国家自然科学基金国际合作与交流项目;
关键词
schizophrenia; single-nucleus RNA sequencing; prefrontal cortex; gene regulatory networks; sex-dependent disparities; estrogen hypothesis; ENDOPLASMIC-RETICULUM STRESS; ADJUNCTIVE RALOXIFENE; GENE POLYMORPHISMS; ESTROGEN; ASSOCIATION; WOMEN; RISK; ENVIRONMENT; EXPRESSION; COGNITION;
D O I
10.3390/ijms26052227
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Schizophrenia (SCZ) is a debilitating psychiatric disorder marked by alterations in cognition and social behavior, resulting in profound impacts on individuals and society. Although sex-dependent disparities in the epidemiology of SCZ are well established, the biological molecular basis of these disparities remains poorly understood. Investigating cell type-specific transcriptomic profiles is critical for identifying regulatory components underlying sex-dependent molecular dysregulation in SCZ, which could serve as targets for sex-specific therapeutic interventions. To address this, we systematically analyzed publicly available single-nucleus RNA sequencing datasets to characterize cell type-specific sex-dependent gene expression profiles in the prefrontal cortex of SCZ cases. Functional enrichment analyses revealed sex-dependent dysregulation patterns of SCZ at the pathway level. Furthermore, we constructed cell type-specific gene regulatory networks for males and females, identifying SCZ-associated transcription factors that interact with sex hormones and their receptors. By incorporating drug screening results from the Connectivity Map, we established disease-gene-drug connections, elucidating sex-dependent molecular mechanisms of SCZ from the single-gene to the regulatory network level. Our findings delineate the molecular patterns of sex-dependent disparities in SCZ, uncover regulatory mechanisms driving SCZ-associated sex-dependent dysregulation, and illustrate the signal flow through which the biological sex influences downstream cellular pathways in SCZ cases. Our study provides significant evidence supporting the neuroprotective role of estrogen in the pathophysiology of female SCZ cases, while also establishing a robust foundation for the development of sex-specific therapeutic approaches for both sexes.
引用
收藏
页数:22
相关论文
共 50 条
  • [21] Single-cell profiling of murine bladder cancer identifies sex-specific transcriptional with relevance
    Abdel-Hafiz, Hany A.
    Mani, Saravana Kumar Kailasam
    Huang, Wesley
    Gouin, I. I. I. Kenneth H.
    Chang, Yuzhou
    Xiao, Tong
    Ma, Qin
    Li, Zihai
    Knott, Simon R. V.
    Theodorescu, Dan
    ISCIENCE, 2023, 26 (09)
  • [22] Cell Type-Specific p38δ Targeting Reveals a Context-, Stage-, and Sex-Dependent Regulation of Skin Carcinogenesis
    Kiss, Alexi
    Koppel, Aaron C.
    Murphy, Emily
    Sall, Maxwell
    Barlas, Meral
    Kissling, Grace
    Efimova, Tatiana
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2019, 20 (07):
  • [23] Single-cell transcriptional profiling reveals cellular and molecular divergence in human maternal–fetal interface
    Quanlei Wang
    Jinlu Li
    Shengpeng Wang
    Qiuting Deng
    Yanru An
    Yanan Xing
    Xi Dai
    Zelong Li
    Qiwang Ma
    Kuixing Wang
    Chuanyu Liu
    Yue Yuan
    Guoyi Dong
    Tao Zhang
    Huanming Yang
    Yutao Du
    Yong Hou
    Weilin Ke
    Zhouchun Shang
    Scientific Reports, 12
  • [24] Single-cell transcriptome and cell type-specific molecular pathways of human non-alcoholic steatohepatitis
    Rikard G. Fred
    Julie Steen Pedersen
    Jonatan J. Thompson
    Julie Lee
    Pascal N. Timshel
    Stefan Stender
    Marte Opseth Rygg
    Lise Lotte Gluud
    Viggo Bjerregaard Kristiansen
    Flemming Bendtsen
    Torben Hansen
    Tune H. Pers
    Scientific Reports, 12
  • [25] Single-cell transcriptome and cell type-specific molecular pathways of human non-alcoholic steatohepatitis
    Fred, Rikard G.
    Pedersen, Julie Steen
    Thompson, Jonatan J.
    Lee, Julie
    Timshel, Pascal N.
    Stender, Stefan
    Rygg, Marte Opseth
    Gluud, Lise Lotte
    Kristiansen, Viggo Bjerregaard
    Bendtsen, Flemming
    Hansen, Torben
    Pers, Tune H.
    SCIENTIFIC REPORTS, 2022, 12 (01)
  • [26] Laser microdissection: a tool for cell type-specific molecular profiling
    Kehr, J.
    COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY A-MOLECULAR & INTEGRATIVE PHYSIOLOGY, 2006, 143 (04): : S120 - S121
  • [27] Single-Cell Transcriptional Profiling Reveals Sex and Age Diversity of Gene Expression in Mouse Endothelial Cells
    Huang, Xianxi
    Shen, Wenjun
    Veizades, Stefan
    Liang, Grace
    Sayed, Nazish
    Nguyen, Patricia K.
    FRONTIERS IN GENETICS, 2021, 12
  • [28] Single-cell transcriptional profiling: a window into embryonic cell-type specification
    Pijuan-Sala, Blanca
    Guibentif, Carolina
    Goettgens, Berthold
    NATURE REVIEWS MOLECULAR CELL BIOLOGY, 2018, 19 (06) : 399 - 412
  • [29] Single-cell transcriptional profiling: a window into embryonic cell-type specification
    Blanca Pijuan-Sala
    Carolina Guibentif
    Berthold Göttgens
    Nature Reviews Molecular Cell Biology, 2018, 19 : 399 - 412
  • [30] Correction: Publisher Correction: Single-cell RNA-seq reveals cell type-specific transcriptional signatures at the maternal–foetal interface during pregnancy
    Andrew C. Nelson
    Arne W. Mould
    Elizabeth K. Bikoff
    Elizabeth J. Robertson
    Nature Communications, 9