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Integrated analysis of global scale transcriptomic and proteomic data can provide important insights into the metabolic mechanisms underlying complex biological systems. However, because the relationship between protein abundance and mRNA expression level is complicated by many cellular and physical processes, sophisticated statistical models need to be developed to capture their relationship.

bioinformatics

Integrated analysis of transcriptomic and proteomic data of <i>Desulfovibrio vulgaris</i>: zero-inflated Poisson regression models to predict abundance of undetected proteins

Integrated analysis of transcriptomic and proteomic data of Desulfovibrio vulgaris: zero-inflated Poisson regression models to predict abundance of undetected proteins