title: Sequence signatures and mRNA concentration can explain two-thirds of protein abundance variation in a human cell line.
abstract: Transcription, mRNA decay, translation and protein degradation are essential processes during eukaryotic gene expression, but their relative global contributions to steady-state protein concentrations in multi-cellular eukaryotes are largely unknown. Using measurements of absolute protein and mRNA abundances in cellular lysate from the human Daoy medulloblastoma cell line, we quantitatively evaluate the impact of mRNA concentration and sequence features implicated in translation and protein degradation on protein expression. Sequence features related to translation and protein degradation have an impact similar to that of mRNA abundance, and their combined contribution explains two-thirds of protein abundance variation. mRNA sequence lengths, amino-acid properties, upstream open reading frames and secondary structures in the 5' untranslated region (UTR) were the strongest individual correlates of protein concentrations. In a combined model, characteristics of the coding region and the 3'UTR explained a larger proportion of protein abundance variation than characteristics of the 5'UTR. The absolute protein and mRNA concentration measurements for >1000 human genes described here represent one of the largest datasets currently available, and reveal both general trends and specific examples of post-transcriptional regulation.
authors.affiliation: Center for Systems and Synthetic Biology, Institute for Cellular and Molecular Biology, University of Texas, Austin, TX 78229-3900, USA. cvogel@mail.utexas.edu
authors.forename: Christine
authors.initials: C
authors.lastname: Vogel
authors.forename: Raquel de Sousa
authors.initials: Rde S
authors.lastname: Abreu
authors.forename: Daijin
authors.initials: D
authors.lastname: Ko
authors.forename: Shu-Yun
authors.initials: SY
authors.lastname: Le
authors.forename: Bruce A
authors.initials: BA
authors.lastname: Shapiro
authors.forename: Suzanne C
authors.initials: SC
authors.lastname: Burns
authors.forename: Devraj
authors.initials: D
authors.lastname: Sandhu
authors.forename: Daniel R
authors.initials: DR
authors.lastname: Boutz
authors.forename: Edward M
authors.initials: EM
authors.lastname: Marcotte
authors.forename: Luiz O
authors.initials: LO
authors.lastname: Penalva
mesh_terms: D045744:Cell Line, Tumor; D030562:Databases, Protein; D020869:Gene Expression Profiling; D005786:Gene Expression Regulation; D006801:Humans; D011506:Proteins / Q000032:analysis* / Q000235:genetics* / Q000378:metabolism; D012333:RNA, Messenger / Q000032:analysis* / Q000235:genetics* / Q000378:metabolism
chemical_list: D011506:Proteins; D012333:RNA, Messenger