Evidence map›Paper›PMID 42040992›Full record

ArticlePlant phenomics (Washington, D.C.)2025

High-throughput plant phenotyping identifies and discriminates biotic and abiotic stresses in tomato.

Maria Isabella Prigigallo, Giovanni Bubici, Giorgia Batelli, Antonello Costa, Monica De Palma, Maria Teresa Melillo, Angelo Petrozza, Alessandra Ruggiero, Giorgia Sportelli, Stephan Summerer and 6 more

Abstract read
In one paragraph

Article in Plant phenomics (Washington, D.C.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Review
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

16 authors.

Maria Isabella PrigigalloIstituto per la Protezione Sostenibile delle Piante, Consiglio Nazionale delle Ricerche, via Amendola 165/A, 70126, Bari, Italy.
Giovanni BubiciIstituto per la Protezione Sostenibile delle Piante, Consiglio Nazionale delle Ricerche, via Amendola 165/A, 70126, Bari, Italy.
Giorgia BatelliInstitute of Biosciences and Bioresources, National Research Council of Italy, via Università, 133, Portici, 80055, Napoli, Italy.
Antonello CostaInstitute of Biosciences and Bioresources, National Research Council of Italy, via Università, 133, Portici, 80055, Napoli, Italy.
Monica De PalmaInstitute of Biosciences and Bioresources, National Research Council of Italy, via Università, 133, Portici, 80055, Napoli, Italy.
Maria Teresa MelilloIstituto per la Protezione Sostenibile delle Piante, Consiglio Nazionale delle Ricerche, via Amendola 165/A, 70126, Bari, Italy.
Angelo PetrozzaAgenzia Lucana Sviluppo & Innovazione in Agricoltura (ALSIA), Centro di Ricerche Metapontum Agrobios, S.S. 106 Jonica, km 448.2, Bernalda, 75010, Matera, Italy.
Alessandra RuggieroInstitute of Biosciences and Bioresources, National Research Council of Italy, via Università, 133, Portici, 80055, Napoli, Italy.
Giorgia SportelliIstituto per la Protezione Sostenibile delle Piante, Consiglio Nazionale delle Ricerche, via Amendola 165/A, 70126, Bari, Italy.
Stephan SummererAgenzia Lucana Sviluppo & Innovazione in Agricoltura (ALSIA), Centro di Ricerche Metapontum Agrobios, S.S. 106 Jonica, km 448.2, Bernalda, 75010, Matera, Italy.
Pasqua VeronicoIstituto per la Protezione Sostenibile delle Piante, Consiglio Nazionale delle Ricerche, via Amendola 165/A, 70126, Bari, Italy.
Francesco CelliniAgenzia Lucana Sviluppo & Innovazione in Agricoltura (ALSIA), Centro di Ricerche Metapontum Agrobios, S.S. 106 Jonica, km 448.2, Bernalda, 75010, Matera, Italy.
Marina TucciInstitute of Biosciences and Bioresources, National Research Council of Italy, via Università, 133, Portici, 80055, Napoli, Italy.
Livia StavoloneIstituto per la Protezione Sostenibile delle Piante, Consiglio Nazionale delle Ricerche, via Amendola 165/A, 70126, Bari, Italy.
Stefania GrilloInstitute of Biosciences and Bioresources, National Research Council of Italy, via Università, 133, Portici, 80055, Napoli, Italy.
Fabrizio CilloIstituto per la Protezione Sostenibile delle Piante, Consiglio Nazionale delle Ricerche, via Amendola 165/A, 70126, Bari, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In the context of precision agriculture, high-throughput phenotyping (HTP) aims to rapidly and effectively identify factors that affect crop yield, enabling timely and appropriate interventions. However, interpreting data from HTP remains challenging. We performed a proximal red-green-blue (RGB)-based HTP on several tomato genotypes exposed to abiotic stress (drought) or biotic stress induced by tomato spotted wilt virus (TSWV),

Indexed as

Corky root rotDroughtHigh-throughput plant phenotyping (HTP)Meloidogyne incognitaPrecision agriculturePseudopyrenochaeta lycopersiciRemote sensingRoot-knot nematodeSolanum lycopersicumTomato spotted wilt virus (TSWV)

Identifiers

PMID42040992
PMCPMC13109330

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.