Systematic analysis of gene expression level with tissue-specificity, function and protein subcellular localization in human transcriptome

被引:3
作者
Li, Qiang [1 ]
Liu, Xianghua [1 ]
He, Quanyuan [2 ]
Hu, Lei [3 ]
Ling, Yichen [1 ]
Wu, Yanhua [1 ]
Yang, Xianmei [1 ]
Yu, Long [1 ]
机构
[1] Fudan Univ, Inst Genet, Sch Life Sci, State Key Lab Genet Engn, Shanghai 200433, Peoples R China
[2] Hunan Normal Univ, Coll Life Sci, Changsha 410081, Hunan, Peoples R China
[3] Sichuan Univ, Coll Life Sci, Chengdu 610064, Peoples R China
基金
中国国家自然科学基金;
关键词
Gene expression level; Tissue-specificity; Gene function; Subcellular localization; HOUSEKEEPING GENES; EVOLUTION; DIVERGENCE; SEQUENCE; GENOME; RATES;
D O I
10.1007/s11033-010-0400-z
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
Recent studies have shown that, in mammals, the highly expressed genes have shorter gene length and their protein products have relatively lower evolutionary rates. However, the global relationship between genes' expression level and their features such as tissue-specificity, function and protein subcellular localization has not been investigated extensively, especially in mammalian. In order to solve it, we analysed 8,570 genes across 46 human tissues. Our results suggest that widely expressed genes have higher mean expression levels than tissue-specific ones and genes encoding zinc-finger proteins have low expression levels similar to that of DNA-binding proteins. In the analysis of protein subcellular localization, it is shown that nuclear and Golgi apparatus proteins have lower mean expression levels than those of mitochondria, endoplasmic reticulum and membrane proteins, while genes encoding cytoplasm and extracellular components display the highest expression levels. When comparing the gene expression levels and the number of expressed genes in different tissues, we found that some tissues have less active genes while single gene encodes relatively more transcripts. Taken together, gene expression levels are clearly correlated with their tissue-specificity, function and protein subcellular localization, and are highly conserved during evolution.
引用
收藏
页码:2597 / 2602
页数:6
相关论文
共 22 条
[1]   Gene expression and molecular evolution [J].
Akashi, H .
CURRENT OPINION IN GENETICS & DEVELOPMENT, 2001, 11 (06) :660-666
[2]  
Ashburner M, 2001, GENOME RES, V11, P1425, DOI 10.1101/gr.180801
[3]   Mining housekeeping genes with a Naive Bayes classifier [J].
De Ferrari, Luna ;
Aitken, Stuart .
BMC GENOMICS, 2006, 7 (1)
[4]   Genome-wide analysis relating expression level with protein subcellular localization [J].
Drawid, A ;
Jansen, R ;
Gerstein, M .
TRENDS IN GENETICS, 2000, 16 (10) :426-430
[5]   Determinants of substitution rates in mammalian genes: Expression pattern affects selection intensity but not mutation rate [J].
Duret, L ;
Mouchiroud, D .
MOLECULAR BIOLOGY AND EVOLUTION, 2000, 17 (01) :68-74
[6]   Human housekeeping genes are compact [J].
Eisenberg, E ;
Levanon, EY .
TRENDS IN GENETICS, 2003, 19 (07) :362-365
[7]   The Relationship among Gene Expression, the Evolution of Gene Dosage, and the Rate of Protein Evolution [J].
Gout, Jean-Francois ;
Kahn, Daniel ;
Duret, Laurent .
PLOS GENETICS, 2010, 6 (05) :20
[8]   Zinc finger proteins as potential targets for toxic metal ions: Differential effects on structure and function [J].
Hartwig, A .
ANTIOXIDANTS & REDOX SIGNALING, 2001, 3 (04) :625-634
[9]   Congruence of tissue expression profiles from Gene Expression Atlas, SAGEmap and TissueInfo databases [J].
Huminiecki, L ;
Lloyd, AT ;
Wolfe, KH .
BMC GENOMICS, 2003, 4 (1)
[10]   Gene loss, protein sequence divergence, gene dispensability, expression level, and interactivity are correlated in eukaryotic evolution [J].
Krylov, DM ;
Wolf, YI ;
Rogozin, IB ;
Koonin, EV .
GENOME RESEARCH, 2003, 13 (10) :2229-2235