Protein complex-based analysis is resistant to the obfuscating consequences of batch effects --- a case study in clinical proteomics

10.1186/s12864-017-3490-3

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Main Authors: GOH WEN BIN,WILSON, Wong L.
Other Authors: DEPARTMENT OF COMPUTER SCIENCE
Format: Article
Published: BioMed Central Ltd. 2020
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Online Access:https://scholarbank.nus.edu.sg/handle/10635/173856
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spelling sg-nus-scholar.10635-1738562024-11-13T12:23:05Z Protein complex-based analysis is resistant to the obfuscating consequences of batch effects --- a case study in clinical proteomics GOH WEN BIN,WILSON Wong L. DEPARTMENT OF COMPUTER SCIENCE bioinformatics false positive result phenotype prediction principal component analysis proteomics reproducibility simulation chemistry cluster analysis human kidney tumor procedures protein multimerization proteomics specimen handling standards statistics and numerical data protein binding tumor protein Cluster Analysis Humans Kidney Neoplasms Neoplasm Proteins Principal Component Analysis Protein Binding Protein Multimerization Proteomics Reproducibility of Results Specimen Handling 10.1186/s12864-017-3490-3 BMC Genomics 18 142 2020-09-01T07:57:39Z 2020-09-01T07:57:39Z 2017 Article GOH WEN BIN,WILSON, Wong L. (2017). Protein complex-based analysis is resistant to the obfuscating consequences of batch effects --- a case study in clinical proteomics. BMC Genomics 18 : 142. ScholarBank@NUS Repository. https://doi.org/10.1186/s12864-017-3490-3 14712164 https://scholarbank.nus.edu.sg/handle/10635/173856 BioMed Central Ltd. Unpaywall 20200831
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
topic bioinformatics
false positive result
phenotype
prediction
principal component analysis
proteomics
reproducibility
simulation
chemistry
cluster analysis
human
kidney tumor
procedures
protein multimerization
proteomics
specimen handling
standards
statistics and numerical data
protein binding
tumor protein
Cluster Analysis
Humans
Kidney Neoplasms
Neoplasm Proteins
Principal Component Analysis
Protein Binding
Protein Multimerization
Proteomics
Reproducibility of Results
Specimen Handling
spellingShingle bioinformatics
false positive result
phenotype
prediction
principal component analysis
proteomics
reproducibility
simulation
chemistry
cluster analysis
human
kidney tumor
procedures
protein multimerization
proteomics
specimen handling
standards
statistics and numerical data
protein binding
tumor protein
Cluster Analysis
Humans
Kidney Neoplasms
Neoplasm Proteins
Principal Component Analysis
Protein Binding
Protein Multimerization
Proteomics
Reproducibility of Results
Specimen Handling
GOH WEN BIN,WILSON
Wong L.
Protein complex-based analysis is resistant to the obfuscating consequences of batch effects --- a case study in clinical proteomics
description 10.1186/s12864-017-3490-3
author2 DEPARTMENT OF COMPUTER SCIENCE
author_facet DEPARTMENT OF COMPUTER SCIENCE
GOH WEN BIN,WILSON
Wong L.
format Article
author GOH WEN BIN,WILSON
Wong L.
author_sort GOH WEN BIN,WILSON
title Protein complex-based analysis is resistant to the obfuscating consequences of batch effects --- a case study in clinical proteomics
title_short Protein complex-based analysis is resistant to the obfuscating consequences of batch effects --- a case study in clinical proteomics
title_full Protein complex-based analysis is resistant to the obfuscating consequences of batch effects --- a case study in clinical proteomics
title_fullStr Protein complex-based analysis is resistant to the obfuscating consequences of batch effects --- a case study in clinical proteomics
title_full_unstemmed Protein complex-based analysis is resistant to the obfuscating consequences of batch effects --- a case study in clinical proteomics
title_sort protein complex-based analysis is resistant to the obfuscating consequences of batch effects --- a case study in clinical proteomics
publisher BioMed Central Ltd.
publishDate 2020
url https://scholarbank.nus.edu.sg/handle/10635/173856
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