Sparse PLS-Based Method for Overlapping Metabolite Set Enrichment Analysis.

Deng, Lingli; Ma, Lei; Cheng, Kian-Kai; Xu, Xiangnan; Raftery, Daniel; Dong, Jiyang

Deng, Lingli; Ma, Lei; Cheng, Kian-Kai; Xu, Xiangnan; Raftery, Daniel; Dong, Jiyang.

Afiliación

Deng L; Jiangxi Engineering Technology Research Center of Nuclear Geoscience Data Science and System, East China University of Technology, Nanchang 330013, China.
Ma L; Department of Information Engineering, East China University of Technology, Nanchang 330013, China.
Cheng KK; Department of Information Engineering, East China University of Technology, Nanchang 330013, China.
Xu X; Innovation Centre in Agritechnology, Universiti Teknologi Malaysia, Muar 84600, Johor, Malaysia.
Raftery D; School of Mathematics and Statistics, The University of Sydney, Camperdown, NSW 2006, Australia.
Dong J; Northwest Metabolomics Research Center, Department of Anesthesiology and Pain Medicine, University of Washington, Seattle, Washington 98109, United States.

J Proteome Res ; 20(6): 3204-3213, 2021 06 04.

Article en En | MEDLINE | ID: mdl-34002606

Asunto(s)

Redes y Vías Metabólicas; Metabolómica; Análisis de los Mínimos Cuadrados

Palabras clave

debiasing regularization; group lasso; metabolite set enrichment analysis (MSEA); overlapping group partial least squares (ogPLS); stable selection

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Redes y Vías Metabólicas / Metabolómica Idioma: En Revista: J Proteome Res Asunto de la revista: BIOQUIMICA Año: 2021 Tipo del documento: Article País de afiliación: China Pais de publicación: Estados Unidos

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