Evidence map›Paper›PMID 41038917›Full record

ArticleScientific reports2025

Three-dimensional characterization of hazelnut (Corylus avellana L.) fruit development based on X-ray micro-computed tomography.

Claudio Brandoli, Laura Gargiulo, Giacomo Mele, Claudio Todeschini, Elisabetta Sgarbi, Matteo Giaccone

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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

6 authors.

Claudio Brandoli *BIOGEST-SITEIA, University of Modena and Reggio Emilia, Via Amendola 2, 42124, Reggio Emilia, Italy.
Laura Gargiulo *Institute for Agriculture and Forest Systems in the Mediterranean (ISAFoM), National Research Council of Italy, P.le E. Fermi 1-Loc, Porto del Granatello 1, Portici, 80055, Italy.
Giacomo MeleInstitute for Agriculture and Forest Systems in the Mediterranean (ISAFoM), National Research Council of Italy, P.le E. Fermi 1-Loc, Porto del Granatello 1, Portici, 80055, Italy. giacomo.mele@cnr.it.
Claudio TodeschiniFerrero Hazelnut Company, 16 Route de Trèves, Senningerberg, L-2633, Luxembourg.
Elisabetta SgarbiBIOGEST-SITEIA, University of Modena and Reggio Emilia, Via Amendola 2, 42124, Reggio Emilia, Italy.
Matteo GiacconeInstitute for Agriculture and Forest Systems in the Mediterranean (ISAFoM), National Research Council of Italy, P.le E. Fermi 1-Loc, Porto del Granatello 1, Portici, 80055, Italy.

Funding

European Union E93C22001090001Ferrero Trading Lux S.A. prot65414_06/03/2023
6 · The paper itself

Abstract

Hazelnut (Corylus avellana L.) is one of the most appreciated and cultivated nuts in temperate areas. Producers are now facing an increasing demand and industries need to select high-yielding and fine-quality cultivars. In this context, a challenge to take up is the development of a rapid, non-destructive and high-resolution method to study the growth and differentiation dynamics of floral reproductive organs, to limit yield losses especially in response to climate adaptation. In this study, we scanned mixed buds from the hazelnut cultivar Tonda di Giffoni from anthesis to fruit formation by micro-computed tomography (Micro-CT). We reconstructed in three dimensions (3D) the spatial arrangement of flowers within the glomerulus, characterized the position and configuration of ovules, ovaries and funiculus as well as observed the formation of the embryo during the early developmental stages. The proposed approach enables precise volume measurements of ovaries, ovules, and embryos. It helps identify abortive ovules early and track developmental stages, such as embryo formation. Unlike traditional 2D methods, this approach captures growth patterns more accurately, supporting research on fruit development, crop quality, and genetic studies. Overall, it provides a powerful tool for advancing reproductive biology research of hazelnuts and improving hazelnut cultivation.

Indexed as

CorylusFruitImaging, Three-DimensionalX-Ray MicrotomographyFlowers3D imagingFemale flower morphologyPhenological growth stagesPlant precision phenotyping

Identifiers

PMID41038917
PMCPMC12491578

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.