RRC ID 36994
Author Ohta S, Montaño-Gutierrez LF, de Lima Alves F, Ogawa H, Toramoto I, Sato N, Morrison CG, Takeda S, Hudson DF, Rappsilber J, Earnshaw WC.
Title Proteomics Analysis with a Nano Random Forest Approach Reveals Novel Functional Interactions Regulated by SMC Complexes on Mitotic Chromosomes.
Journal Mol Cell Proteomics
Abstract Packaging of DNA into condensed chromosomes during mitosis is essential for the faithful segregation of the genome into daughter nuclei. Although the structure and composition of mitotic chromosomes have been studied for over 30 years, these aspects are yet to be fully elucidated. Here, we used stable isotope labeling with amino acids in cell culture to compare the proteomes of mitotic chromosomes isolated from cell lines harboring conditional knockouts of members of the condensin (SMC2, CAP-H, CAP-D3), cohesin (Scc1/Rad21), and SMC5/6 (SMC5) complexes. Our analysis revealed that these complexes associate with chromosomes independently of each other, with the SMC5/6 complex showing no significant dependence on any other chromosomal proteins during mitosis. To identify subtle relationships between chromosomal proteins, we employed a nano Random Forest (nanoRF) approach to detect protein complexes and the relationships between them. Our nanoRF results suggested that as few as 113 of 5058 detected chromosomal proteins are functionally linked to chromosome structure and segregation. Furthermore, nanoRF data revealed 23 proteins that were not previously suspected to have functional interactions with complexes playing important roles in mitosis. Subsequent small-interfering-RNA-based validation and localization tracking by green fluorescent protein-tagging highlighted novel candidates that might play significant roles in mitotic progression.
Volume 15(8)
Pages 2802-18
Published 2016-8-1
DOI 10.1074/mcp.M116.057885
PII S1535-9476(20)33505-2
PMID 27231315
PMC PMC4974353
MeSH Adenosine Triphosphatases / genetics Adenosine Triphosphatases / metabolism Animals Cell Culture Techniques Cell Cycle Proteins / genetics* Cell Cycle Proteins / metabolism Cell Line Chickens Chromosomal Proteins, Non-Histone / genetics Chromosomal Proteins, Non-Histone / metabolism Chromosomes / genetics* Chromosomes / metabolism DNA-Binding Proteins / genetics DNA-Binding Proteins / metabolism Isotope Labeling Mitosis* Multiprotein Complexes / genetics Multiprotein Complexes / metabolism Proteomics / methods*
IF 4.87
Times Cited 12
WOS Category BIOCHEMICAL RESEARCH METHODS
Resource
DNA material Genome Network Project Clone IRAL004E22 (HGY081718).