Abstract

This subproject is one of many research subprojects utilizing theresources provided by a Center grant funded by NIH/NCRR. The subproject andinvestigator (PI) may have received primary funding from another NIH source,and thus could be represented in other CRISP entries. The institution listed isfor the Center, which is not necessarily the institution for the investigator.In this project, we developed an SVM-based method for predicting protein function from structure. This work is, essentially, a simplification of existing SVM-based protein function annotation techniques. Previous work in this area relies on complicated similarity measures that are costly to compute and complex to program. We showed how to leverage an existing structural alignment algorithm, MAMMOTH, in the context of SVM classification. The resulting algorithm is easy to understand and provides much better classification accuracy than previously described methods.

  Funding Agency

Agency
National Institute of Health (NIH)
Institute
National Center for Research Resources (NCRR)
Type
Biotechnology Resource Grants (P41)
Project #
5P41RR011823-13
Application #
7723715
Study Section
Special Emphasis Panel (ZRG1-CB-H (40))
Project Start
2008-09-01
Project End
2009-08-31
Budget Start
2008-09-01
Budget End
2009-08-31
Support Year
13
Fiscal Year
2008
Total Cost
$9,460
Indirect Cost

  Institution

Name
University of Washington
Department
Biochemistry
Type
Schools of Medicine
DUNS #
605799469
City
Seattle
State
WA
Country
United States
Zip Code
98195

  Publications

Xavier, Marina Amaral; Tirloni, Lucas; Pinto, Antônio F M et al. (2018) A proteomic insight into vitellogenesis during tick ovary maturation. Sci Rep 8:4698
Hollmann, Taylor; Kim, Tae Kwon; Tirloni, Lucas et al. (2018) Identification and characterization of proteins in the Amblyomma americanum tick cement cone. Int J Parasitol 48:211-224
Stieg, David C; Willis, Stephen D; Ganesan, Vidyaramanan et al. (2018) A complex molecular switch directs stress-induced cyclin C nuclear release through SCFGrr1-mediated degradation of Med13. Mol Biol Cell 29:363-375
Seixas, Adriana; Alzugaray, María Fernanda; Tirloni, Lucas et al. (2018) Expression profile of Rhipicephalus microplus vitellogenin receptor during oogenesis. Ticks Tick Borne Dis 9:72-81
Wang, Zheng; Wu, Catherine; Aslanian, Aaron et al. (2018) Defective RNA polymerase III is negatively regulated by the SUMO-Ubiquitin-Cdc48 pathway. Elife 7:
Jin, Meiyan; Fuller, Gregory G; Han, Ting et al. (2017) Glycolytic Enzymes Coalesce in G Bodies under Hypoxic Stress. Cell Rep 20:895-908
Ogami, Koichi; Richard, Patricia; Chen, Yaqiong et al. (2017) An Mtr4/ZFC3H1 complex facilitates turnover of unstable nuclear RNAs to prevent their cytoplasmic transport and global translational repression. Genes Dev 31:1257-1271
Ju Lee, Hyun; Bartsch, Deniz; Xiao, Cally et al. (2017) A post-transcriptional program coordinated by CSDE1 prevents intrinsic neural differentiation of human embryonic stem cells. Nat Commun 8:1456
Luhtala, Natalie; Aslanian, Aaron; Yates 3rd, John R et al. (2017) Secreted Glioblastoma Nanovesicles Contain Intracellular Signaling Proteins and Active Ras Incorporated in a Farnesylation-dependent Manner. J Biol Chem 292:611-628
Thakar, Sonal; Wang, Liqing; Yu, Ting et al. (2017) Evidence for opposing roles of Celsr3 and Vangl2 in glutamatergic synapse formation. Proc Natl Acad Sci U S A 114:E610-E618

Showing the most recent 10 out of 583 publications