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

被引:2
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
    Adams, Jessica M.
    Otero-Corchon, Veronica
    Hammond, Geoffrey L.
    Veldhuis, Johannes D.
    Qi, Nathan
    Low, Malcolm J.
    [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
    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.
    [J]. NATURE BIOTECHNOLOGY, 2009, 27 (07) : 633 - U85
  • [3] Histopathology reveals correlative and unique phenotypes in a high-throughput mouse phenotyping screen
    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
    [J]. DISEASE MODELS & MECHANISMS, 2014, 7 (05) : 515 - 524
  • [4] Mass-spectrometric exploration of proteome structure and function
    Aebersold, Ruedi
    Mann, Matthias
    [J]. NATURE, 2016, 537 (7620) : 347 - 355
  • [5] Method of the Year 2012
    不详
    [J]. NATURE METHODS, 2013, 10 (01) : 1 - 1
  • [6] The role of cellular prion protein in lipid metabolism in the liver
    Arora, Amandeep Singh
    Zafar, Saima
    Latif, Umair
    Llorens, Franc
    Mihm, Sabine
    Kumar, Prateek
    Tahir, Waqas
    Thuene, Katrin
    Shafiq, Mohsin
    Schmitz, Matthias
    Zerr, Inga
    [J]. PRION, 2020, 14 (01) : 95 - 108
  • [7] SEXUAL DIMORPHISM OF THE 5TH COMPONENT OF MOUSE COMPLEMENT
    BABA, A
    FUJITA, T
    TAMURA, N
    [J]. 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
    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.
    [J]. SCIENCE IMMUNOLOGY, 2020, 5 (48)
  • [9] Quantifying post-transcriptional regulation in the development of Drosophila melanogaster
    Becker, Kolja
    Bluhm, Alina
    Casas-Vila, Nuria
    Dinges, Nadja
    Dejung, Mario
    Sayols, Sergi
    Kreutz, Clemens
    Roignant, Jean-Yves
    Butter, Falk
    Legewie, Stefan
    [J]. NATURE COMMUNICATIONS, 2018, 9
  • [10] Histone variant macroH2A1 deletion in mice causes female-specific steatosis
    Boulard, Mathieu
    Storck, Sebastien
    Cong, Rong
    Pinto, Rodrigo
    Delage, Helene
    Bouvet, Philippe
    [J]. EPIGENETICS & CHROMATIN, 2010, 3