Identification and analysis of the human sex-biased genes

被引:22
作者
Guo, Sisi [1 ]
Zhou, Yuan [1 ]
Zeng, Pan [1 ]
Xu, Guoheng [2 ,3 ]
Wang, Guoqing [4 ]
Cui, Qinghua [1 ,3 ,5 ]
机构
[1] Peking Univ, Sch Basic Med Sci, Dept Biomed Informat, Beijing 100191, Peoples R China
[2] Peking Univ, Sch Basic Med Sci, Dept Physiol & Pathophysiol, Beijing, Peoples R China
[3] Peking Univ, Sch Basic Med Sci, MOE Key Lab Mol Cardiovasc Sci, Beijing, Peoples R China
[4] Jilin Univ, Dept Pathogenobiol, Coll Basic Med, Changchun 130012, Jilin, Peoples R China
[5] Peking Univ, Sch Basic Med Sci, Inst Syst Biomed, Beijing, Peoples R China
基金
国家高技术研究发展计划(863计划); 中国国家自然科学基金;
关键词
sex-biased genes; evolution; disease; network biology; HUMAN BRAIN; EXPRESSION; TRANSCRIPTOME; TISSUES;
D O I
10.1093/bib/bbw125
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Tremendous differences between human sexes are universally observed. Therefore, identifying and analyzing the sex-biased genes are becoming basically important for uncovering the mystery of sex differences and personalized medicine. Here, we presented a computational method to identify sex-biased genes from public gene expression databases. We obtained 1407 female-biased genes (FGs) and 1096 male-biased genes (MGs) across 14 different tissues. Bioinformatics analysis revealed that compared with MGs, FGs have higher evolutionary rate, higher single-nucleotide polymorphism density, less homologous gene numbers and smaller phyletic age. FGs have lower expression level, higher tissue specificity and later expressed stage in body development. Moreover, FGs are highly involved in immune-related functions, whereas MGs are more enriched in metabolic process. In addition, cellular network analysis revealed that MGs have higher degree, more cellular activating signaling and tend to be located in cellular inner space, whereas FGs have lower degree, more cellular repressing signaling and tend to be located in cellular outer space. Finally, the identified sex-biased genes and the discovered biological insights together can be a valuable resource helpful for investigating sex-biased physiology and medicine, for example sex-biased disease diagnosis and therapy, which represents one important aspect of personalized and precision medicine.
引用
收藏
页码:188 / 198
页数:11
相关论文
共 53 条
  • [1] Agarwala R, 2018, NUCLEIC ACIDS RES, V46, pD8, DOI [10.1093/nar/gks1189, 10.1093/nar/gkx1095, 10.1093/nar/gkq1172]
  • [2] Sex differences in anxiety and depression clinical perspectives
    Altemus, Margaret
    Sarvaiya, Nilofar
    Epperson, C. Neill
    [J]. FRONTIERS IN NEUROENDOCRINOLOGY, 2014, 35 (03) : 320 - 330
  • [3] Integrative transcriptome meta-analysis reveals widespread sex-biased gene expression at the human fetal-maternal interface
    Buckberry, Sam
    Bianco-Miotto, Tina
    Bent, Stephen J.
    Dekker, Gustaaf A.
    Roberts, Claire T.
    [J]. MOLECULAR HUMAN REPRODUCTION, 2014, 20 (08) : 810 - 819
  • [4] The BioGRID interaction database: 2015 update
    Chatr-aryamontri, Andrew
    Breitkreutz, Bobby-Joe
    Oughtred, Rose
    Boucher, Lorrie
    Heinicke, Sven
    Chen, Daici
    Stark, Chris
    Breitkreutz, Ashton
    Kolas, Nadine
    O'Donnell, Lara
    Reguly, Teresa
    Nixon, Julie
    Ramage, Lindsay
    Winter, Andrew
    Sellam, Adnane
    Chang, Christie
    Hirschman, Jodi
    Theesfeld, Chandra
    Rust, Jennifer
    Livstone, Michael S.
    Dolinski, Kara
    Tyers, Mike
    [J]. NUCLEIC ACIDS RESEARCH, 2015, 43 (D1) : D470 - D478
  • [5] OGEE: an online gene essentiality database
    Chen, Wei-Hua
    Minguez, Pablo
    Lercher, Martin J.
    Bork, Peer
    [J]. NUCLEIC ACIDS RESEARCH, 2012, 40 (D1) : D901 - D906
  • [6] Targeting Microglial Activation in Stroke Therapy: Pharmacological Tools and Gender Effects
    Chen, Y.
    Won, S. J.
    Xu, Y.
    Swanson, R. A.
    [J]. CURRENT MEDICINAL CHEMISTRY, 2014, 21 (19) : 2146 - 2155
  • [7] Clough E, 2016, METHODS MOL BIOL, V1418, P93, DOI 10.1007/978-1-4939-3578-9_5
  • [8] A map of human cancer signaling
    Cui, Qinghua
    Ma, Yun
    Jaramillo, Maria
    Bari, Hamza
    Awan, Arif
    Yang, Song
    Zhang, Simo
    Liu, Lixue
    Lu, Meng
    O'Connor-McCourt, Maureen
    Purisima, Enrico O.
    Wang, Edwin
    [J]. MOLECULAR SYSTEMS BIOLOGY, 2007, 3 (1)
  • [9] Gender-Specific Molecular and Clinical Features Underlie Malignant Pleural Mesothelioma
    De Rienzo, Assunta
    Archer, Michael A.
    Yeap, Beow Y.
    Dao, Nhien
    Sciaranghella, Daniele
    Sideris, Antonios C.
    Zheng, Yifan
    Holman, Alexander G.
    Wang, Yaoyu E.
    Dal Cin, Paola S.
    Fletcher, Jonathan A.
    Rubio, Renee
    Croft, Larry
    Quackenbush, John
    Sugarbaker, Peter E.
    Munir, Kiara J.
    Battilana, Jesse R.
    Gustafson, Corinne E.
    Chirieac, Lucian R.
    Ching, Soo Meng
    Wong, James
    Tay, Liang Chung
    Rudd, Stephen
    Hercus, Robert
    Sugarbaker, David J.
    Richards, William G.
    Bueno, Raphael
    [J]. CANCER RESEARCH, 2016, 76 (02) : 319 - 328
  • [10] Sex-biased genetic effects on gene regulation in humans
    Dimas, Antigone S.
    Nica, Alexandra C.
    Montgomery, Stephen B.
    Stranger, Barbara E.
    Raj, Towfique
    Buil, Alfonso
    Giger, Thomas
    Lappalainen, Tuuli
    Gutierrez-Arcelus, Maria
    McCarthy, Mark I.
    Dermitzakis, Emmanouil T.
    [J]. GENOME RESEARCH, 2012, 22 (12) : 2368 - 2375