Genetics of single-cell protein abundance variation in large yeast populations

作者: Frank W. Albert , Sebastian Treusch , Arthur H. Shockley , Joshua S. Bloom , Leonid Kruglyak

DOI: 10.1038/NATURE12904

关键词:

摘要: Variation among individuals arises in part from differences DNA sequences, but the genetic basis for variation most traits, including common diseases, remains only partly understood. Many variants influence phenotypes by altering expression level of one or several genes. The effects such can be detected as quantitative trait loci (eQTL). Traditional eQTL mapping requires large-scale genotype and gene data each individual study sample, which limits sample sizes to hundreds both humans model organisms reduces statistical power. Consequently, many are probably missed, especially those with smaller effects. Furthermore, studies use messenger RNA rather than protein abundance measure expression. Studies that have used mass-spectrometry proteomics reported unexpected between QTL (pQTL) same genes, these been even more limited scope. Here we introduce a powerful method identifying yeast Saccharomyces cerevisiae. We single-cell through green fluorescent tags very large populations genetically variable cells, pooled sequencing compare allele frequencies across genome thousands high versus low abundance. applied this 160 genes per previous studies. also observed closer correspondence mRNA given gene. Most were clustered 'hotspots' multiple proteins, some hotspots found half proteins examined. underlie profound on regulatory network provide insights into cell physiology strains.

参考文章(49)
Amy Hin Yan Tong, Charles Boone, 16 High-Throughput Strain Construction and Systematic Synthetic Lethal Screening in Saccharomycescerevisiae Methods in Microbiology. ,vol. 36, pp. 369- 707 ,(2007) , 10.1016/S0580-9517(06)36016-3
J. D. Storey, R. Tibshirani, Statistical significance for genomewide studies Proceedings of the National Academy of Sciences of the United States of America. ,vol. 100, pp. 9440- 9445 ,(2003) , 10.1073/PNAS.1530509100
R. B. Brem, L. Kruglyak, The landscape of genetic complexity across 5,700 gene expression traits in yeast Proceedings of the National Academy of Sciences of the United States of America. ,vol. 102, pp. 1572- 1577 ,(2005) , 10.1073/PNAS.0408709102
O. Litvin, H. C. Causton, B.-J. Chen, D. Pe'er, Modularity and interactions in the genetics of gene expression Proceedings of the National Academy of Sciences of the United States of America. ,vol. 106, pp. 6441- 6446 ,(2009) , 10.1073/PNAS.0810208106
Jonas Warringer, Enikö Zörgö, Francisco A. Cubillos, Amin Zia, Arne Gjuvsland, Jared T. Simpson, Annabelle Forsmark, Richard Durbin, Stig W. Omholt, Edward J. Louis, Gianni Liti, Alan Moses, Anders Blomberg, Trait Variation in Yeast Is Defined by Population History PLoS Genetics. ,vol. 7, pp. e1002111- ,(2011) , 10.1371/JOURNAL.PGEN.1002111
John R. S. Newman, Sina Ghaemmaghami, Jan Ihmels, David K. Breslow, Matthew Noble, Joseph L. DeRisi, Jonathan S. Weissman, Single-cell proteomic analysis of S. cerevisiae reveals the architecture of biological noise Nature. ,vol. 441, pp. 840- 846 ,(2006) , 10.1038/NATURE04785
M. Gaisne, A.-M. Bécam, J. Verdière, C. J. Herbert, A 'natural' mutation in Saccharomyces cerevisiae strains derived from S288c affects the complex regulatory gene HAP1 (CYP1). Current Genetics. ,vol. 36, pp. 195- 200 ,(1999) , 10.1007/S002940050490
Elin Grundberg, , Kerrin S Small, Åsa K Hedman, Alexandra C Nica, Alfonso Buil, Sarah Keildson, Jordana T Bell, Tsun-Po Yang, Eshwar Meduri, Amy Barrett, James Nisbett, Magdalena Sekowska, Alicja Wilk, So-Youn Shin, Daniel Glass, Mary Travers, Josine L Min, Sue Ring, Karen Ho, Gudmar Thorleifsson, Augustine Kong, Unnur Thorsteindottir, Chrysanthi Ainali, Antigone S Dimas, Neelam Hassanali, Catherine Ingle, David Knowles, Maria Krestyaninova, Christopher E Lowe, Paola Di Meglio, Stephen B Montgomery, Leopold Parts, Simon Potter, Gabriela Surdulescu, Loukia Tsaprouni, Sophia Tsoka, Veronique Bataille, Richard Durbin, Frank O Nestle, Stephen O'Rahilly, Nicole Soranzo, Cecilia M Lindgren, Krina T Zondervan, Kourosh R Ahmadi, Eric E Schadt, Kari Stefansson, George Davey Smith, Mark I McCarthy, Panos Deloukas, Emmanouil T Dermitzakis, Tim D Spector, Mapping cis - and trans -regulatory effects across multiple tissues in twins Nature Genetics. ,vol. 44, pp. 1084- 1089 ,(2012) , 10.1038/NG.2394