Plants · 2023 · 11 citations · 37 references
Life SciencesBotanyPlant BiologyFruit ScienceMetabolomicsPlant Molecular BiologyFruit BiochemistryFruit PhysiologyFruit RipeningFruit Ripening BiochemistryPlant MetabolomicsRipening PhysiologyCarotenoid BiosynthesisCarotenoid ProductionFruit Color DevelopmentGene Co-expression Network AnalysisGene Expression During RipeningMolecular Mechanisms Of RipeningRipening-related Color ChangeTranscriptomic Analysis Of Ripening
Carotenoids in goji (Lycium barbarum L.) have excellent health benefits, but the underlying mechanism of carotenoid synthesis and color formation in goji fruit ripening is still unclear. The present study uses transcriptomics and metabolomics to investigate carotenoid biosynthesis and color formation differences in N1 (red fruit) and N1Y (yellow fruit) at three stages of ripening. Twenty-seven carotenoids were identified in N1 and N1Y fruits during the M1, M2, and M3 periods, with the M2 and M3 periods being critical for the difference in carotenoid and color between N1 and N1Y fruit. Weighted gene co-expression network analysis (WGCNA), gene trend analysis, and correlation analysis suggest that PSY1 and ZDS16 may be important players in the synthesis of carotenoids during goji fruit ripening. Meanwhile, 63 transcription factors (TFs) were identified related to goji fruit carotenoid biosynthesis. Among them, four TFs (CMB1-1, WRKY22-1, WRKY22-3, and RAP2-13-like) may have potential regulatory relationships with PSY1 and ZDS16. This work sheds light on the molecular network of carotenoid synthesis and explains the differences in carotenoid accumulation in different colored goji fruits.
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WGCNA: an R package for weighted correlation network analysis
Peter Langfelder, Steve Horvath · BMC Bioinformatics · 2008 · 29.1K citations · Full text
Gil Ronen, Lea Carmel-Goren, Dani Zamir et al. · Proceedings of the National Academy of Sciences · 2000 · 614 citations · Full text
Catherine Martel, Julia Vrebalov, Petra Tafelmeyer et al. · PLANT PHYSIOLOGY · 2011 · 463 citations · Full text