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Differential Abundance Analysis with Bayes Shrinkage Estimation of Variance (DASEV) for Zero-Inflated Proteomic and Metabolomic Data
Mass spectrometry (MS) is frequently used for proteomic and metabolomic profiling of biological samples. Data obtained by MS are often zero-inflated. Those zero values are called point mass values (PMVs). Zero values can be further grouped into biological PMVs and technical PMVs. The former type is...
Autores principales: | Huang, Zhengyan, Lane, Andrew N., Fan, Teresa W-M., Higashi, Richard M., Weiss, Heidi L., Yin, Xiangrong, Wang, Chi |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6972855/ https://www.ncbi.nlm.nih.gov/pubmed/31964922 http://dx.doi.org/10.1038/s41598-020-57470-4 |
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