Evidence map›Paper›PMID 41770343›Full record

ArticlePlant cell reports2026

Scalable production of soybean hairy roots: a reliable method for field trials.

Luciano Caraballo, Jesica Raineri, Germán Robert, Raquel Lía Chan

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Article in Plant cell reports, 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
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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

4 authors.

Luciano CaraballoInstituto de Agrobiotecnología del Litoral, CONICET, Universidad Nacional del Litoral, FBCB, Colectora Ruta Nacional 168 km 0 - 3000, Santa Fe, Argentina.
Jesica RaineriInstituto de Agrobiotecnología del Litoral, CONICET, Universidad Nacional del Litoral, FBCB, Colectora Ruta Nacional 168 km 0 - 3000, Santa Fe, Argentina.
Germán RobertUnidad de Estudios Agropecuarios (INTA-CONICET), Instituto Nacional de Tecnología Agropecuaria, Instituto de Fisiología y Recursos Genéticos Vegetales, Córdoba, Argentina.
Raquel Lía ChanInstituto de Agrobiotecnología del Litoral, CONICET, Universidad Nacional del Litoral, FBCB, Colectora Ruta Nacional 168 km 0 - 3000, Santa Fe, Argentina. rchan@fbcb.unl.edu.ar.ORCID http://orcid.org/0000-0002-3264-0008

Funding

Agencia Nacional de Promoción de la Investigación, el Desarrollo Tecnológico y la Innovación PICT 2020 0805Fundación Williams Apoyo a la InvestigaciónSecretaría de Ciencia, Tecnología e Innovación, Argentina Redes de Alto Impacto AgrobiotecAR
6 · The paper itself

Abstract

key messageWe optimized soybean hairy root production for field trials using newly transformed Rhizobium rhizogenes, a 22 °C growth temperature, and GFP flashlight visualization. Roots are the primary organs for sensing abiotic and biotic stress factors originating in the soil. A critical biological question is whether root plasticity in response to these stresses influences whole-plant development. The generation of soybean chimeric plants with an altered root transcriptome offers a powerful approach to address this question. The existing protocols for this strategy typically require sterile conditions and produce a limited number of chimeric plants. We optimized the technique by introducing several key modifications, significantly enhancing its efficiency. The new protocol eliminates the requirement for sterile conditions in most steps. Moreover, fresh bacterial transformation for each experiment was performed, overcoming the loss of infection ability associated with storing cultures at - 80 °C, reaching 70-100% efficiency. The use of a specific flashlight helped to determine which roots were transgenic, avoiding destructive sampling. A previous transformation of cotyledons helped to select the colony with the highest infection ability. The optimal plant growth temperature was determined to be 22 °C. These combined changes and tips resulted in the consistent production of hundreds of chimeric plants, making them suitable for large-scale field trials. Results from subsequent field trials, performed over three seasons, with different constructs that overexpress or silence transcription factors, and confirmed that root transcriptome alterations impact whole-plant development.

Indexed as

Glycine maxPlant RootsAgrobacteriumGene Expression Regulation, PlantPlants, Genetically ModifiedTemperatureTransformation, GeneticField trialsGFP hairy rootsHairy rootsRhizobium rhizogenes infection abilitySoybean

Identifiers

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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.