Correlations between RNA and protein expression profiles in 23 human cell lines

被引:406
作者
Gry, Marcus [1 ,2 ]
Rimini, Rebecca [1 ]
Stromberg, Sara [2 ]
Asplund, Anna [2 ]
Ponten, Fredrik [2 ]
Uhlen, Mathias [1 ]
Nilsson, Peter [1 ]
机构
[1] AlbaNova Univ Ctr, KTH, Sch Biotechnol, Dept Prote, S-10691 Stockholm, Sweden
[2] Univ Uppsala Hosp, Rudbeck Lab, Dept Genet & Pathol, S-75185 Uppsala, Sweden
来源
BMC GENOMICS | 2009年 / 10卷
关键词
GENE-EXPRESSION; PROSTATE-CANCER; IMAGE-ANALYSIS; MICROARRAYS; ABUNDANCE; NORMALIZATION; ADAPTATION; SYSTEM; CDNA; TOOL;
D O I
10.1186/1471-2164-10-365
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: The Central Dogma of biology holds, in famously simplified terms, that DNA makes RNA makes proteins, but there is considerable uncertainty regarding the general, genome-wide correlation between levels of RNA and corresponding proteins. Therefore, to assess degrees of this correlation we compared the RNA profiles (determined using both cDNA- and oligo-based microarrays) and protein profiles ( determined immunohistochemically in tissue microarrays) of 1066 gene products in 23 human cell lines. Results: A high mean correlation coefficient (0.52) was obtained from the pairwise comparison of RNA levels determined by the two platforms. Significant correlations, with correlation coefficients exceeding 0.445, between protein and RNA levels were also obtained for a third of the specific gene products. However, the correlation coefficients between levels of RNA and protein products of specific genes varied widely, and the mean correlations between the protein and corresponding RNA levels determined using the cDNA- and oligo-based microarrays were 0.25 and 0.20, respectively. Conclusion: Significant correlations were found in one third of the examined RNA species and corresponding proteins. These results suggest that RNA profiling might provide indirect support to antibodies' specificity, since whenever a evident correlation between the RNA and protein profiles exists, this can sustain that the antibodies used in the immunoassay recognized their cognate antigens.
引用
收藏
页数:14
相关论文
共 23 条
[1]   Analysis of protein expression in cell microarrays:: A tool for antibody-based proteomics [J].
Andersson, Ann-Catrin ;
Stromberg, Sara ;
Backvall, Helena ;
Kampf, Caroline ;
Uhlen, Mathias ;
Wester, Kenneth ;
Ponten, Fredrik .
JOURNAL OF HISTOCHEMISTRY & CYTOCHEMISTRY, 2006, 54 (12) :1413-1423
[2]  
[Anonymous], 2021, R foundation for statistical computing Computer software
[3]   Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[4]   Expression profiling of microdissected cell populations selected from basal cells in normal epidermis and basal cell carcinoma [J].
Asplund, A. ;
Bjorklund, M. Gry ;
Sundquist, C. ;
Stromberg, S. ;
Edlund, K. ;
Oestman, A. ;
Nilsson, P. ;
Ponten, F. ;
Lundeberg, J. .
BRITISH JOURNAL OF DERMATOLOGY, 2008, 158 (03) :527-538
[5]  
BENGTSSON H, 2008, AROMA OBJECT ORIENTE
[6]   Quantitative gene expression assessment identifies appropriate cell line models for individual cervical cancer pathways [J].
Carlson, Mark W. ;
Iyer, Vishwanath R. ;
Marcotte, Edward M. .
BMC GENOMICS, 2007, 8 (1)
[7]   Observer accuracy in estimating proportions in images: implications for the semiquantitative assessment of staining reactions and a proposal for a new system [J].
Cross, SS .
JOURNAL OF CLINICAL PATHOLOGY, 2001, 54 (05) :385-390
[8]   Delineation of prognostic biomarkers in prostate cancer [J].
Dhanasekaran, SM ;
Barrette, TR ;
Ghosh, D ;
Shah, R ;
Varambally, S ;
Kurachi, K ;
Pienta, KJ ;
Rubin, MA ;
Chinnaiyan, AM .
NATURE, 2001, 412 (6849) :822-826
[9]   Comparison of Protein and mRNA Expression Evolution in Humans and Chimpanzees [J].
Fu, Ning ;
Drinnenberg, Ines ;
Kelso, Janet ;
Wu, Jia-Rui ;
Paeaebo, Svante ;
Zeng, Rong ;
Khaitovich, Philipp .
PLOS ONE, 2007, 2 (02)
[10]   Comparing protein abundance and mRNA expression levels on a genomic scale [J].
Greenbaum, D ;
Colangelo, C ;
Williams, K ;
Gerstein, M .
GENOME BIOLOGY, 2003, 4 (09)