Proteotyping of knockout mouse strains reveals sex- and strain-specific signatures in blood plasma

被引:3
作者
Mohammed, Yassene [1 ,2 ]
Michaud, Sarah A. [1 ]
Petrosova, Helena [1 ]
Yang, Juncong [1 ]
Ganguly, Milan [3 ,4 ]
Schibli, David [1 ]
Flenniken, Ann M. [3 ,5 ]
Nutter, Lauryl M. J. [3 ,4 ]
Adissu, Hibret A. [6 ]
Lloyd, K. C. Kent [7 ,8 ]
McKerlie, Colin [4 ]
Borchers, Christoph H. [9 ,10 ,11 ]
机构
[1] Univ Victoria, Genome BC Prote Ctr, Victoria, BC, Canada
[2] Leiden Univ Med Ctr, Ctr Prote & Metabol, Leiden, Netherlands
[3] Ctr Phenogen, Toronto, ON, Canada
[4] Hosp Sick Children, Toronto, ON, Canada
[5] Sinai Hlth Lunenfeld Tanenbaum Res Inst, Toronto, ON, Canada
[6] Covance Inc, Chantilly, VA USA
[7] Univ Calif Davis, Dept Surg, Sch Med, Davis, CA 95616 USA
[8] Univ Calif Davis, Mouse Biol Program, Davis, CA 95616 USA
[9] McGill Univ, Jewish Gen Hosp, Prote Ctr, Segal Canc Ctr,Lady Davis Inst, Montreal, PQ, Canada
[10] Jewish Gen Hosp, Gerald Bronfman Dept Oncol, Montreal, PQ, Canada
[11] Skolkovo Innovat Ctr, Skolkovo Inst Sci & Technol, Dept Data Intens Sci & Engn, Moscow, Russia
基金
美国国家卫生研究院;
关键词
ANIMAL-MODELS; DISEASE; DIMORPHISM; MASS; PROTEIN; FEMALE; MICE; EXPRESSION; SERUM; ADIPONECTIN;
D O I
10.1038/s41540-021-00184-8
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
We proteotyped blood plasma from 30 mouse knockout strains and corresponding wild-type mice from the International Mouse Phenotyping Consortium. We used targeted proteomics with internal standards to quantify 375 proteins in 218 samples. Our results provide insights into the manifested effects of each gene knockout at the plasma proteome level. We first investigated possible contamination by erythrocytes during sample preparation and labeled, in one case, up to 11 differential proteins as erythrocyte originated. Second, we showed that differences in baseline protein abundance between female and male mice were evident in all mice, emphasizing the necessity to include both sexes in basic research, target discovery, and preclinical effect and safety studies. Next, we identified the protein signature of each gene knockout and performed functional analyses for all knockout strains. Further, to demonstrate how proteome analysis identifies the effect of gene deficiency beyond traditional phenotyping tests, we provide in-depth analysis of two strains, C8a(-/-) and Npc2(+/-). The proteins encoded by these genes are well-characterized providing good validation of our method in homozygous and heterozygous knockout mice. Ig alpha chain C region, a poorly characterized protein, was among the differentiating proteins in C8a(-/-). In Npc2(+/-) mice, where histopathology and traditional tests failed to differentiate heterozygous from wild-type mice, our data showed significant difference in various lysosomal storage disease-related proteins. Our results demonstrate how to combine absolute quantitative proteomics with mouse gene knockout strategies to systematically study the effect of protein absence. The approach used here for blood plasma is applicable to all tissue protein extracts.
引用
收藏
页数:23
相关论文
共 100 条
[1]   Somatostatin Is Essential for the Sexual Dimorphism of GH Secretion, Corticosteroid-Binding Globulin Production, and Corticosterone Levels in Mice [J].
Adams, Jessica M. ;
Otero-Corchon, Veronica ;
Hammond, Geoffrey L. ;
Veldhuis, Johannes D. ;
Qi, Nathan ;
Low, Malcolm J. .
ENDOCRINOLOGY, 2015, 156 (03) :1052-1065
[2]   Multi-site assessment of the precision and reproducibility of multiple reaction monitoring-based measurements of proteins in plasma [J].
Addona, Terri A. ;
Abbatiello, Susan E. ;
Schilling, Birgit ;
Skates, Steven J. ;
Mani, D. R. ;
Bunk, David M. ;
Spiegelman, Clifford H. ;
Zimmerman, Lisa J. ;
Ham, Amy-Joan L. ;
Keshishian, Hasmik ;
Hall, Steven C. ;
Allen, Simon ;
Blackman, Ronald K. ;
Borchers, Christoph H. ;
Buck, Charles ;
Cardasis, Helene L. ;
Cusack, Michael P. ;
Dodder, Nathan G. ;
Gibson, Bradford W. ;
Held, Jason M. ;
Hiltke, Tara ;
Jackson, Angela ;
Johansen, Eric B. ;
Kinsinger, Christopher R. ;
Li, Jing ;
Mesri, Mehdi ;
Neubert, Thomas A. ;
Niles, Richard K. ;
Pulsipher, Trenton C. ;
Ransohoff, David ;
Rodriguez, Henry ;
Rudnick, Paul A. ;
Smith, Derek ;
Tabb, David L. ;
Tegeler, Tony J. ;
Variyath, Asokan M. ;
Vega-Montoto, Lorenzo J. ;
Wahlander, Asa ;
Waldemarson, Sofia ;
Wang, Mu ;
Whiteaker, Jeffrey R. ;
Zhao, Lei ;
Anderson, N. Leigh ;
Fisher, Susan J. ;
Liebler, Daniel C. ;
Paulovich, Amanda G. ;
Regnier, Fred E. ;
Tempst, Paul ;
Carr, Steven A. .
NATURE BIOTECHNOLOGY, 2009, 27 (07) :633-U85
[3]   Histopathology reveals correlative and unique phenotypes in a high-throughput mouse phenotyping screen [J].
Adissu, Hibret A. ;
Estabel, Jeanne ;
Sunter, David ;
Tuck, Elizabeth ;
Hooks, Yvette ;
Carragher, Damian M. ;
Clarke, Kay ;
Karp, Natasha A. ;
Newbigging, Susan ;
Jones, Nora ;
Morikawa, Lily ;
White, Jacqueline K. ;
McKerlie, Colin .
DISEASE MODELS & MECHANISMS, 2014, 7 (05) :515-524
[4]   Mass-spectrometric exploration of proteome structure and function [J].
Aebersold, Ruedi ;
Mann, Matthias .
NATURE, 2016, 537 (7620) :347-355
[5]   Method of the Year 2012 [J].
不详 .
NATURE METHODS, 2013, 10 (01) :1-1
[6]   The role of cellular prion protein in lipid metabolism in the liver [J].
Arora, Amandeep Singh ;
Zafar, Saima ;
Latif, Umair ;
Llorens, Franc ;
Mihm, Sabine ;
Kumar, Prateek ;
Tahir, Waqas ;
Thuene, Katrin ;
Shafiq, Mohsin ;
Schmitz, Matthias ;
Zerr, Inga .
PRION, 2020, 14 (01) :95-108
[7]   SEXUAL DIMORPHISM OF THE 5TH COMPONENT OF MOUSE COMPLEMENT [J].
BABA, A ;
FUJITA, T ;
TAMURA, N .
JOURNAL OF EXPERIMENTAL MEDICINE, 1984, 160 (02) :411-419
[8]   Rate of replenishment and microenvironment contribute to the sexually dimorphic phenotype and function of peritoneal macrophages [J].
Bain, C. C. ;
Gibson, D. A. ;
Steers, N. J. ;
Boufea, K. ;
Louwe, P. A. ;
Doherty, C. ;
Gonzalez-Huici, V. ;
Gentek, R. ;
Magalhaes-Pinto, M. ;
Shaw, T. ;
Bajenoff, M. ;
Benezech, C. ;
Walmsley, S. R. ;
Dockrell, D. H. ;
Saunders, P. T. K. ;
Batada, N. N. ;
Jenkins, S. J. .
SCIENCE IMMUNOLOGY, 2020, 5 (48)
[9]   Quantifying post-transcriptional regulation in the development of Drosophila melanogaster [J].
Becker, Kolja ;
Bluhm, Alina ;
Casas-Vila, Nuria ;
Dinges, Nadja ;
Dejung, Mario ;
Sayols, Sergi ;
Kreutz, Clemens ;
Roignant, Jean-Yves ;
Butter, Falk ;
Legewie, Stefan .
NATURE COMMUNICATIONS, 2018, 9
[10]   Histone variant macroH2A1 deletion in mice causes female-specific steatosis [J].
Boulard, Mathieu ;
Storck, Sebastien ;
Cong, Rong ;
Pinto, Rodrigo ;
Delage, Helene ;
Bouvet, Philippe .
EPIGENETICS & CHROMATIN, 2010, 3