A generalized covariate-adjusted top-scoring pair algorithm with applications to diabetic kidney disease stage classification in the Chronic Renal Insufficiency Cohort (CRIC) Study.

Kwan, Brian; Fuhrer, Tobias; Montemayor, Daniel; Fink, Jeffery C; He, Jiang; Hsu, Chi-Yuan; Messer, Karen; Nelson, Robert G; Pu, Minya; Ricardo, Ana C; Rincon-Choles, Hernan; Shah, Vallabh O; Ye, Hongping; Zhang, Jing; Sharma, Kumar; Natarajan, Loki

Kwan, Brian; Fuhrer, Tobias; Montemayor, Daniel; Fink, Jeffery C; He, Jiang; Hsu, Chi-Yuan; Messer, Karen; Nelson, Robert G; Pu, Minya; Ricardo, Ana C; Rincon-Choles, Hernan; Shah, Vallabh O; Ye, Hongping; Zhang, Jing; Sharma, Kumar; Natarajan, Loki.

Afiliação

Kwan B; Division of Biostatistics and Bioinformatics, Herbert Wertheim School of Public Health, University of California, San Diego, La Jolla, CA, USA.
Fuhrer T; Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA.
Montemayor D; Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland.
Fink JC; Division of Nephrology, Department of Medicine, University of Texas Health San Antonio, San Antonio, TX, USA.
He J; Center for Renal Precision Medicine, University of Texas Health San Antonio, San Antonio, TX, USA.
Hsu CY; Department of Medicine, University of Maryland, Baltimore School of Medicine, Baltimore, MD, USA.
Messer K; Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine and Tulane University Translational Science Institute,, New Orleans, LA, USA.
Nelson RG; Division of Nephrology, University of California, San Francisco School of Medicine, San Francisco, CA, USA.
Pu M; Division of Biostatistics and Bioinformatics, Herbert Wertheim School of Public Health, University of California, San Diego, La Jolla, CA, USA.
Ricardo AC; Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA.
Rincon-Choles H; Chronic Kidney Disease Section, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, AZ, USA.
Shah VO; Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA.
Ye H; Department of Medicine, University of Illinois, Chicago, IL, USA.
Zhang J; Department of Nephrology, Glickman Urological and Kidney Institute, Cleveland Clinic Foundation, Cleveland, OH, USA.
Sharma K; University of New Mexico Health Sciences Center, Albuquerque, NM, USA.
Natarajan L; Division of Nephrology, Department of Medicine, University of Texas Health San Antonio, San Antonio, TX, USA.

BMC Bioinformatics ; 24(1): 57, 2023 Feb 20.

Article em En | MEDLINE | ID: mdl-36803209

Assuntos

Diabetes Mellitus; Nefropatias Diabéticas; Insuficiência Renal Crônica; Humanos; Nefropatias Diabéticas/diagnóstico; Betaína; Algoritmos; Metabolômica/métodos

Palavras-chave

Biomarker; Classification; Feature selection; Kidney disease; Metabolomics; Order statistics; Ranking algorithm

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Diabetes Mellitus / Nefropatias Diabéticas / Insuficiência Renal Crônica Tipo de estudo: Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: BMC Bioinformatics Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Estados Unidos

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