Transcriptomics in Toxicogenomics, Part II: Preprocessing and Differential Expression Analysis for High Quality Data

Transcriptomics in Toxicogenomics, Part II: Preprocessing and Differential Expression Analysis for High Quality Data

Preprocessing of transcriptomics data plays a pivotal role in the development of toxicogenomics-driven tools for chemical toxicity assessment. The generation and exploitation of large volumes of molecular profiles, following an appropriate experimental design, allows the employment of toxicogenomics...

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Bibliographic Details
Main Authors: Antonio Federico, Angela Serra, My Kieu Ha, Pekka Kohonen, Jang-Sik Choi, Irene Liampa, Penny Nymark, Natasha Sanabria, Luca Cattelani, Michele Fratello, Pia Anneli Sofia Kinaret, Karolina Jagiello, Tomasz Puzyn, Georgia Melagraki, Mary Gulumian, Antreas Afantitis, Haralambos Sarimveis, Tae-Hyun Yoon, Roland Grafström, Dario Greco
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Nanomaterials
Subjects:
toxicogenomics
transcriptomics
RNA-Seq
scRNA-Seq
microarray
data preprocessing
Online Access:https://www.mdpi.com/2079-4991/10/5/903

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