Evidence map›Paper›PMID 42715943›Full record

ArticleJournal of agricultural and food chemistry2026

A Metabolome Atlas of Grape Biodiversity.

Panagiotis Arapitsas, Pietro Franceschi, Mar Garcia-Aloy, Urska Vrhovsek, Luca Narduzzi, Domenico Masuero, Marco Stefanini, Paola Bettinelli, Maria Stella Grando, Francesco Emanuelli and 3 more

Abstract read
In one paragraph

Article in Journal of agricultural and food chemistry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Panagiotis ArapitsasResearch and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige38098, Italy.ORCID 0000-0002-9378-9287
Pietro FranceschiResearch and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige38098, Italy.ORCID 0000-0001-5711-4429
Mar Garcia-AloyResearch and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige38098, Italy.ORCID 0000-0002-1330-6610
Urska VrhovsekResearch and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige38098, Italy.ORCID 0000-0002-7921-3249
Luca NarduzziResearch and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige38098, Italy.ORCID 0000-0002-1921-651X
Domenico MasueroResearch and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige38098, Italy.
Marco StefaniniResearch and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige38098, Italy.
Paola BettinelliResearch and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige38098, Italy.
Maria Stella GrandoResearch and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige38098, Italy.
Francesco EmanuelliResearch and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige38098, Italy.
Ron WehrensResearch and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige38098, Italy.
Georgios TheodoridisResearch and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige38098, Italy.ORCID 0000-0002-2015-108X
Fulvio MattiviResearch and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige38098, Italy.ORCID 0000-0003-4935-5876

Funding

Provincia Autonoma di Trento ADP 2010-2025
6 · The paper itself

Abstract

Grapevine (Vitis spp.) is one of the world's most economically, culturally, and biologically important fruit crops, with remarkable diversity spanning thousands of V. vinifera cultivars together with rootstocks and wild relatives. Yet grapevine biodiversity has never been systematically explored at the metabolome scale, despite its importance for chemotaxonomy, breeding, and sustainable viticulture. Here, we present the Grape Metabolome (GM) Project, the first systematic liquid chromatography-mass spectrometry (LC-MS) survey of grapevine biodiversity, comprising 462 samples from 126 accessions collected across four vintages. Advanced and well-established chemometric tools resolved the major grape chemotypes together with finer cultivar-related substructure, while annotation-guided interpretation linked this organization to distinctive patterns in anthocyanins, flavonols, aroma-related compounds, and tannin-associated phenolics. This data set provides a reference framework for chemotaxonomy, breeding, authenticity, precision viticulture and enology.

Indexed as

VitisAnthocyaninsBiodiversityFlavonolsFruitLiquid Chromatography-Mass SpectrometryMetabolomeMetabolomicsPhenolsAnthocyaninsFlavonolsPhenolsChemotaxonomyGrape metabolomicsMetabolomePhenotypingPolyphenolsTerpenesUMAPVitis

Identifiers

PMID42715943
PMCPMC13573557

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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 OpenQuestion graph.