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Stress Knowledge Map: A knowledge graph resource for systems biology analysis of plant stress responses

Plant Communications, ISSN: 2590-3462, Vol: 5, Issue: 6, Page: 100920
2024
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Article Description

Stress Knowledge Map (SKM; https://skm.nib.si ) is a publicly available resource containing two complementary knowledge graphs that describe the current knowledge of biochemical, signaling, and regulatory molecular interactions in plants: a highly curated model of plant stress signaling (PSS; 543 reactions) and a large comprehensive knowledge network (488 390 interactions). Both were constructed by domain experts through systematic curation of diverse literature and database resources. SKM provides a single entry point for investigations of plant stress response and related growth trade-offs, as well as interactive explorations of current knowledge. PSS is also formulated as a qualitative and quantitative model for systems biology and thus represents a starting point for a plant digital twin. Here, we describe the features of SKM and show, through two case studies, how it can be used for complex analyses, including systematic hypothesis generation and design of validation experiments, or to gain new insights into experimental observations in plant biology.

Bibliographic Details

Bleker, Carissa; Ramšak, Živa; Bittner, Andras; Podpečan, Vid; Zagorščak, Maja; Wurzinger, Bernhard; Baebler, Špela; Petek, Marko; Križnik, Maja; van Dieren, Annelotte; Gruber, Juliane; Afjehi-Sadat, Leila; Weckwerth, Wolfram; Županič, Anže; Teige, Markus; Vothknecht, Ute C; Gruden, Kristina

Elsevier BV

Biochemistry, Genetics and Molecular Biology; Agricultural and Biological Sciences

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