ReviewHorticulture research2026
Dissecting gene regulatory networks driving grape berry ripening using comparative systems biology across nonclimacteric fleshy fruits: the NAC-centered hierarchy revisited.
Review in Horticulture research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Authors and funding
2 authors.
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Abstract
Understanding how fruits ripen holds enormous potential for agro-industrial applications, enabling the development of healthier foods and plant-based medicines. Studying transcription factors (TFs) in nonconventional model species such as grapevine and strawberry remains challenging, yet offers strong translational value, as deciphering the regulatory mechanisms controlling ripening and the accumulation of health-beneficial compounds can support strategies to enhance fruit quality and also mitigate the impacts of climate change. Over the past decade, genome-wide studies in grapevine have applied systems biology approaches to reconstruct gene regulatory networks by integrating temporal transcriptomic and metabolomic data, revealing novel transcriptional relationships underlying berry ripening. Here, we review how these approaches have advanced grapevine research, with particular emphasis on DNA Affinity Purification followed by Sequencing (DAP-seq), a high-throughput method that maps TF binding sites using
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.