Evidence map›Paper›PMID 41672732›Full record

ArticlePlant physiology2026

Assessment of phenotypic trait plasticity in the oilseed Camelina sativa using integrated early stage abiotic stress and field studies.

Susana Silvestre, Sylvain Prigent, Pierre Pétriacq, Kirsty L Hassall, Malo Le Boulch, Anais Da Costa, Frédérique Tellier, Barbara Alberghini, Emilio Aldorino, Asis Hallab and 12 more

Abstract read
In one paragraph

Article in Plant physiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

22 authors.

Susana SilvestreRothamsted Research, Harpenden AL5 2JQ, United Kingdom.ORCID 0000-0001-6900-661X
Sylvain PrigentUniversity of Bordeaux, INRAE, UMR1332 BFP, Villenave d'Ornon 33882, France.ORCID 0000-0001-5146-0347
Pierre PétriacqUniversity of Bordeaux, INRAE, UMR1332 BFP, Villenave d'Ornon 33882, France.ORCID 0000-0001-8151-7420
Kirsty L HassallRothamsted Research, Harpenden AL5 2JQ, United Kingdom.ORCID 0000-0003-0033-1136
Malo Le BoulchUniversity of Bordeaux, INRAE, UMR1332 BFP, Villenave d'Ornon 33882, France.ORCID 0000-0002-4884-0952
Anais Da CostaUniversité Paris-Saclay, INRAE, AgroParisTech, Institut Jean-Pierre Bourgin for Plant Sciences (IJPB), Versailles 78000, France.ORCID 0009-0009-3432-0751
Frédérique TellierUniversité Paris-Saclay, INRAE, AgroParisTech, Institut Jean-Pierre Bourgin for Plant Sciences (IJPB), Versailles 78000, France.ORCID 0000-0003-1624-0060
Barbara AlberghiniDepartment of Agricultural and Food Sciences (DISTAL), Alma Mater Studiorum-Università di Bologna, Bologna, Italy.ORCID 0000-0002-5766-4794
Emilio AldorinoRothamsted Research, Harpenden AL5 2JQ, United Kingdom.ORCID 0000-0001-9912-8132
Asis HallabIBG-4 Bioinformatics, CEPLAS, Forschungszentrum Jülich, Wilhelm Johnen Str, Jülich 52428, Germany.ORCID 0000-0002-2421-5431
Dominik K GroßkinskyCentre for Health & Bioresources, Bioresources Unit, AIT Austrian Institute of Technology, Tulln 3430, Austria.ORCID 0000-0001-8976-1057
Cédric CassanUniversity of Bordeaux, INRAE, UMR1332 BFP, Villenave d'Ornon 33882, France.ORCID 0000-0003-3022-4278
Andrea MontiDepartment of Agricultural and Food Sciences (DISTAL), Alma Mater Studiorum-Università di Bologna, Bologna, Italy.ORCID 0000-0003-3480-726X
Javier PrietoCamelina Company, Camino de la Carrera, 11-11, Fuente el Saz de Jarama, Madrid 28140, Spain.ORCID 0009-0006-2298-3222
Paloma LeonCamelina Company, Camino de la Carrera, 11-11, Fuente el Saz de Jarama, Madrid 28140, Spain.
Yuri Herreras YambanisCamelina Company, Camino de la Carrera, 11-11, Fuente el Saz de Jarama, Madrid 28140, Spain.ORCID 0009-0009-7112-8953
Yves GibonUniversity of Bordeaux, INRAE, UMR1332 BFP, Villenave d'Ornon 33882, France.ORCID 0000-0001-8161-1089
Björn UsadelIBG-4 Bioinformatics, CEPLAS, Forschungszentrum Jülich, Wilhelm Johnen Str, Jülich 52428, Germany.ORCID 0000-0003-0921-8041
Jean-Denis FaureUniversité Paris-Saclay, INRAE, AgroParisTech, Institut Jean-Pierre Bourgin for Plant Sciences (IJPB), Versailles 78000, France.ORCID 0000-0001-6867-6021
Federica ZanettiDepartment of Agricultural and Food Sciences (DISTAL), Alma Mater Studiorum-Università di Bologna, Bologna, Italy.ORCID 0000-0003-4729-2082
Claudia JonakCentre for Health & Bioresources, Bioresources Unit, AIT Austrian Institute of Technology, Tulln 3430, Austria.ORCID 0000-0001-9605-6751
Richard P HaslamRothamsted Research, Harpenden AL5 2JQ, United Kingdom.ORCID 0000-0001-6226-5643

Funding

BBSRC (UK) funded Institute ProgrammeEuropean Union's Horizon 2020 Research and Innovation Action program 862524Green Engineering 456082119Green Engineering BB/X010988/1Green Engineering EXC2048-390686111Green Engineering TRR341MetaboHUB ANR-11-INBS-0010PHENOME ANR-11-INBS-0012
6 · The paper itself

Abstract

Connecting the characterization of juvenile (pre-anthesis) plant stress responses in controlled environments to field agronomic performance is a challenge. The oilseed crop Camelina sativa (camelina), with its innate resilience and plasticity, presents an opportunity to understand the underlying mechanisms of juvenile resilience and identify the implications for yield in diverse pedoclimates. A better understanding of camelina's abiotic stress resilience is important in the context of climate change and the development of breeding programs for climate-tolerant crops. In this study, 54 accessions representing the genetic diversity observed in the wider publicly available population were used to investigate the plasticity of camelina's early stage response to drought and heat stress, combined with an evaluation of field performance in multilocation field trials. A combinatorial phenotyping approach of early stage drought and heat stress identified stress-responsive signatures within the diversity panel. The substantial variation in the morphophysiological line-specific responses to stress indicated that juvenile and mature camelina plants have significant plasticity and access different stress response strategies. In response to stress, we observed significant molecular metabolic adjustment alongside significant lipid remodeling and physiological compensation. Camelina was resilient to drought stress, and certain metabolites were identified as indicators of abiotic stress response. Applying an integrated approach, early stage phenotyping and multilocation field trials provided a complete assessment of the camelina stress response and facilitated a connection to crop productivity. This approach facilitates improved breeding programs, addresses the restrictions of limited genetic diversity in camelina, and supports the development of local varieties optimized for climate resilience.

Indexed as

BrassicaceaeStress, PhysiologicalDrought ResistanceDroughtsGenetic VariationPhenotype

Identifiers

PMID41672732
PMCPMC13017834

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.