Publications by authors named "Valter Cavecchia"

The abundance of transcriptomic data and the development of causal inference methods have paved the way for gene network analyses in grapevine. Vitis OneGenE is a transcriptomic data mining tool that finds direct correlations between genes, thus producing association networks. As a proof of concept, the stilbene synthase gene regulatory network obtained with OneGenE has been compared with published co-expression analysis and experimental data, including cistrome data for MYB stilbenoid regulators.

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Article Synopsis
  • - The scientific community is investigating how grapevines respond to climate change to identify genetic traits that can enhance their resilience through breeding and better agronomic practices.
  • - A new method called NESRA has been developed to expand local gene networks (LGNs) related to grapevine responses using transcriptomic data, focusing on pathways for anthocyanin and stilbenoid synthesis, as well as hormone signaling networks.
  • - The NESRA algorithm has shown promising results by aligning with experimental data and refining gene interactions, making it a valuable tool for further validation and research in grapevine genetics.
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