【Short Talk】New elements of cis-regulatory code of plant genes revealed by deep learning models

Fritz Frobang Peleke

講演情報

Concurrent

Concurrent » Concurrent 19-24

[Concurrent 23] A systems perspective: Omics integration and modeling

The characterization and quantification of interconnections among molecules is fundamental to providing a systemic view about how plants integrate, attenuate, and respond to developmental and environmental cues. Complementary, predictive modeling of gene regulatory networks, phosphorylation cascades, hormone signaling, or metabolic pathways are powerful approaches to guide new hypotheses and base future experiments. This session will focus on studies that aim to integrate -omics datasets, unravel molecular networks, and elaborate predictive models to address functional questions in Arabidopsis.

2023年6月7日(水) 11:00 〜 12:30 Makuhari Messe 3F(Room 5)

Chair:Lisa Van den Broeck(North Carolina State University), Antoni Garcia(Centre for research in agricultural Genomics)

12:07 〜 12:17

[Concurrent_23-05] 【Short Talk】New elements of cis-regulatory code of plant genes revealed by deep learning models

[on-site]

Fritz Frobang Peleke², Simon Maria Zumkeller¹, *Jedrzej Szymanski Szymanski^1,2 (1. Forschungszentrum Juelich, CEPLAS, BioSC, Institute of Bio- and Geosciences, IBG4 Bioinformatic, 52428 Juelich, Germany, 2. Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstraße 3, D-06466 Seeland, OT Gatersleben, Germany)

キーワード：Systems biology, Transcription/translation, Mathematics/modeling, Metabolism/metabolome