Investigating phenotypic relationships in persimmon accessions through integrated proteomic and metabolomic analysis of corresponding fruits

Front Plant Sci. 2023 Jan 30:14:1093074. doi: 10.3389/fpls.2023.1093074. eCollection 2023.

Abstract

Together with phenological and genomic approaches, gel-based and label-free proteomic as well metabolomic procedures were separately applied to plants to highlight differences between ecotypes, to estimate genetic variability within/between organism populations, or to characterize specific mutants/genetically modified lines at metabolic level. To investigate the possible use of tandem mass tag (TMT)-based quantitative proteomics in the above-mentioned contexts and based on the absence of combined proteo-metabolomic studies on Diospyros kaki cultivars, we here applied integrated proteomic and metabolomic approaches to fruits from Italian persimmon ecotypes with the aim to characterize plant phenotypic diversity at molecular level. We identified 2255 proteins in fruits, assigning 102 differentially represented components between cultivars, including some related to pomological, nutritional and allergenic characteristics. Thirty-three polyphenols were also identified and quantified, which belong to hydroxybenzoic acid, flavanol, hydroxycinnamic acid, flavonol, flavanone and dihydrochalcone sub-classes. Heat-map representation of quantitative proteomic and metabolomic results highlighted compound representation differences in various accessions, whose elaboration through Euclidean distance functions and other linkage methods defined dendrograms establishing phenotypic relationships between cultivars. Principal component analysis of proteomic and metabolomic data provided clear information on phenotypic differences/similarities between persimmon accessions. Coherent cultivar association results were observed between proteomic and metabolomic data, emphasizing the utility of integrating combined omic approaches to identify and validate phenotypic relationships between ecotypes, and to estimate corresponding variability and distance. Accordingly, this study describes an original, combined approach to outline phenotypic signatures in persimmon cultivars, which may be used for a further characterization of other ecotypes of the same species and an improved description of nutritional characteristics of corresponding fruits.

Keywords: biodiversity; fruit; metabolomics; persimmon (Diospyros kaki Thunb.); phenotypic relationships; proteomics.

Grants and funding

This work was supported by grants from: i) Programma di Sviluppo Rurale della Regione Campania 2014-2020, misura 10.2.1 for the project “Diversità, Conservazione e Valorizzazione delle Specie Legnose da Frutto Autoctone Campane (DICOVALE)”; ii) the Italian National Research Council for the project NUTRAGE (FOE 2021-2022); iii) MUR-PON for the project ARS-01-00783 “Sviluppo di Alimenti Funzionali per l’Innovazione dei Prodotti Alimentari di Tradizione Italiana (ALIFUN); iv) the National Recovery and Resilience Plan, mission 4, component 2, investment 1.3, call n. 341/2022 of Italian Ministry of University and Research funded by the European Union - NextGenerationEU for the project “ON Foods - Research and innovation network on food and nutrition Sustainability, Safety and Security - Working ON Foods”, project PE00000003, concession decree n. 1550/2022, CUP D93C22000890001; v) Agritech National Research Center funded within the European Union NextGenerationEU program (the National Recovery and Resilience Plan, mission 4, component 2, investment 1.4 – D.D. 1032 del 17/06/2022, project CN00000022). This manuscript reflects only the authors’ views and opinions, neither the European Union nor European Commission can be considered responsible for them.