SIGNET: transcriptome-wide causal inference for gene regulatory networks

Abstract Gene regulation plays an important role in understanding the mechanisms of human biology and diseases. However, inferring causal relationships between all genes is challenging due to the large number of genes in the transcriptome. Here, we present SIGNET (Statistical Inference on Gene Regul...

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Bibliographic Details
Main Authors: Zhongli Jiang, Chen Chen, Zhenyu Xu, Xiaojian Wang, Min Zhang, Dabao Zhang
Format: Article
Language:English
Published: Nature Portfolio 2023-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-46295-6