Computational proteomics: designing a comprehensive analytical strategy

被引:12
作者
Bin Goh, Wilson Wen [1 ,2 ]
Wong, Limsoon [1 ]
机构
[1] Natl Univ Singapore, Dept Comp Sci, Singapore 117417, Singapore
[2] Univ London Imperial Coll Sci Technol & Med, Dept Comp, London SW7 2AZ, England
基金
英国惠康基金;
关键词
TANDEM MASS-SPECTROMETRY; CANCER TISSUE SAMPLES; GENE ONTOLOGY TERMS; PROTEIN IDENTIFICATION; SHOTGUN PROTEOMICS; SOFTWARE; PREDICTION; QUANTIFICATION; GENERATION; ALGORITHM;
D O I
10.1016/j.drudis.2013.07.008
中图分类号
R9 [药学];
学科分类号
100702 [药剂学];
摘要
The proper combination of proteomics with bioinformatics is highly synergistic, capable of propelling proteomics into a truly high-throughput platform. However, appropriate experimental design and analytical considerations are needed to maximize analytical outcome. This review highlights key issues and caveats in converting raw data to protein identifications, and subsequently biological insight. It offers some insights on how the establishment of highly robust proteomics pipelines can be used for studying novel areas such as computational epigenetics, high performance functional studies and new discovery paradigms for drug targets and biomarkers
引用
收藏
页码:266 / 274
页数:9
相关论文
共 53 条
[1]
PPINGUIN: Peptide Profiling Guided Identification of Proteins improves quantitation of iTRAQ ratios [J].
Bauer, Chris ;
Kleinjung, Frank ;
Rutishauser, Dorothea ;
Panse, Christian ;
Chadt, Alexandra ;
Dreja, Tanja ;
Al-Hasani, Hadi ;
Reinert, Knut ;
Schlapbach, Ralph ;
Schuchhardt, Johannes .
BMC BIOINFORMATICS, 2012, 13
[2]
Comparative Network-Based Recovery Analysis and Proteomic Profiling of Neurological Changes in Valproic Acid-Treated Mice [J].
Bin Goh, Wilson Wen ;
Sergot, Marek J. ;
Sng, Judy Cg ;
Wong, Limsoon .
JOURNAL OF PROTEOME RESEARCH, 2013, 12 (05) :2116-2127
[3]
Enhancing the utility of Proteomics Signature Profiling (PSP) with Pathway Derived Subnets (PDSs), performance analysis and specialised ontologies [J].
Bin Goh, Wilson Wen ;
Fan, Mengyuan ;
Low, Hong Sang ;
Sergot, Marek ;
Wong, Limsoon .
BMC GENOMICS, 2013, 14
[4]
Proteomics Signature Profiling (PSP): A Novel Contextualization Approach for Cancer Proteomics [J].
Bin Goh, Wilson Wen ;
Lee, Yie Hou ;
Ramdzan, Zubaidah M. ;
Sergot, Marek J. ;
Chung, Maxey ;
Wong, Limsoon .
JOURNAL OF PROTEOME RESEARCH, 2012, 11 (03) :1571-1581
[5]
The role of miRNAs in complex formation and control [J].
Bin Goh, Wilson Wen ;
Oikawa, Hirotaka ;
Sng, Judy Chia Ghee ;
Sergot, Marek ;
Wong, Limsoon .
BIOINFORMATICS, 2012, 28 (04) :453-456
[6]
Network-Based Pipeline for Analyzing MS Data: An Application toward Liver Cancer [J].
Bin Goh, Wilson Wen ;
Lee, Yie Hou ;
Zubaidah, Ramdzan M. ;
Jin, Jingjing ;
Dong, Difeng ;
Lin, Qingsong ;
Chung, Maxey C. M. ;
Wong, Limsoon .
JOURNAL OF PROTEOME RESEARCH, 2011, 10 (05) :2261-2272
[7]
GO::TermFinder - open source software for accessing Gene Ontology information and finding significantly enriched Gene Ontology terms associated with a list of genes [J].
Boyle, EI ;
Weng, SA ;
Gollub, J ;
Jin, H ;
Botstein, D ;
Cherry, JM ;
Sherlock, G .
BIOINFORMATICS, 2004, 20 (18) :3710-3715
[8]
The representation of protein complexes in the Protein Ontology (PRO) [J].
Bult, Carol J. ;
Drabkin, Harold J. ;
Evsikov, Alexei ;
Natale, Darren ;
Arighi, Cecilia ;
Roberts, Natalia ;
Ruttenberg, Alan ;
D'Eustachio, Peter ;
Smith, Barry ;
Blake, Judith A. ;
Wu, Cathy .
BMC BIOINFORMATICS, 2011, 12
[9]
Taming the isobaric tagging elephant in the room in quantitative proteomics [J].
Christoforou, Andy ;
Lilley, Kathryn S. .
NATURE METHODS, 2011, 8 (11) :911-+
[10]
Proteome Coverage Prediction for Integrated Proteomics Datasets [J].
Claassen, Manfred ;
Aebersold, Ruedi ;
Buhmann, Joachim M. .
JOURNAL OF COMPUTATIONAL BIOLOGY, 2011, 18 (03) :283-293