Evidence map›Paper›PMID 36694132›Full record

ArticleBMC genomics2023

Global transcriptome profiling reveals differential regulatory, metabolic and hormonal networks during somatic embryogenesis in Coffea arabica.

Rayan Awada, Maud Lepelley, David Breton, Aline Charpagne, Claudine Campa, Victoria Berry, Frédéric Georget, Jean-Christophe Breitler, Sophie Léran, Doâa Djerrab and 5 more

Open access · goldAbstract read
In one paragraph

Article in BMC genomics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed
8.2field-weighted citation impact, top 2% of its field
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

21 citing papers in PubMed, 37 citations in OpenAlex.

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  20. Transcriptomic and Metabolomic Investigation on Leaf Necrosis Induced byInternational journal of molecular sciences · 2023
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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

15 authors at 7 institutions in 4 countries.

Rayan AwadaNestlé Research - Plant Science Research Unit, Tours, France. rayan.awada@cirad.fr.
Maud LepelleyNestlé Research - Plant Science Research Unit, Tours, France.
David BretonNestlé Research - Plant Science Research Unit, Tours, France.
Aline CharpagneNestlé Research, Société Des Produits Nestlé SA, Lausanne, Switzerland.
Claudine CampaUMR DIADE, Université de Montpellier, CIRAD, Montpellier, IRD, France.
Victoria BerryNestlé Research - Plant Science Research Unit, Tours, France.
Frédéric GeorgetUMR DIADE, CIRAD, Montpellier, France.
Jean-Christophe BreitlerUMR DIADE, CIRAD, Montpellier, France.
Sophie LéranUMR DIADE, CIRAD, Montpellier, France.
Doâa DjerrabUMR DIADE, CIRAD, Montpellier, France.
Federico Martinez-SeidelMax Planck Institute for Molecular Plant Physiology, Golm, Germany.
Patrick DescombesNestlé Research, Société Des Produits Nestlé SA, Lausanne, Switzerland.
Dominique CrouzillatNestlé Research - Plant Science Research Unit, Tours, France.
Benoît BertrandUMR DIADE, CIRAD, Montpellier, France.
Hervé EtienneUMR DIADE, CIRAD, Montpellier, France.
Nestlé (France) · FRDiversité, adaptation et développement des plantes · FRCentre de Coopération Internationale en Recherche Agronomique pour le Développement · FRNestlé (Switzerland) · CHSophia Genetics (Switzerland) · CHUniversité de Montpellier · FRUniversity of Melbourne · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSomatic embryogenesis (SE) is one of the most promising processes for large-scale dissemination of elite varieties. However, for many plant species, optimizing SE protocols still relies on a trial and error approach. We report the first global scale transcriptome profiling performed at all developmental stages of SE in coffee to unravel the mechanisms that regulate cell fate and totipotency.

resultsRNA-seq of 48 samples (12 developmental stages × 4 biological replicates) generated 90 million high quality reads per sample, approximately 74% of which were uniquely mapped to the Arabica genome. First, the statistical analysis of transcript data clearly grouped SE developmental stages into seven important phases (Leaf, Dedifferentiation, Primary callus, Embryogenic callus, Embryogenic cell clusters, Redifferentiation and Embryo) enabling the identification of six key developmental phase switches, which are strategic for the overall biological efficiency of embryo regeneration. Differential gene expression and functional analysis showed that genes encoding transcription factors, stress-related genes, metabolism-related genes and hormone signaling-related genes were significantly enriched. Second, the standard environmental drivers used to control SE, i.e. light, growth regulators and cell density, were clearly perceived at the molecular level at different developmental stages. Third, expression profiles of auxin-related genes, transcription factor-related genes and secondary metabolism-related genes were analyzed during SE. Gene co-expression networks were also inferred. Auxin-related genes were upregulated during dedifferentiation and redifferentiation while transcription factor-related genes were switched on from the embryogenic callus and onward. Secondary metabolism-related genes were switched off during dedifferentiation and switched back on at the onset of redifferentiation. Secondary metabolites and endogenous IAA content were tightly linked with their respective gene expression. Lastly, comparing Arabica embryogenic and non-embryogenic cell transcriptomes enabled the identification of biological processes involved in the acquisition of embryogenic capacity.

conclusionsThe present analysis showed that transcript fingerprints are discriminating signatures of cell fate and are under the direct influence of environmental drivers. A total of 23 molecular candidates were successfully identified overall the 12 developmental stages and can be tested in many plant species to optimize SE protocols in a rational way.

Indexed as

CoffeaGene Expression ProfilingGene Expression Regulation, PlantIndoleacetic AcidsPlant Somatic Embryogenesis TechniquesRegenerationTranscription FactorsTranscriptomeIndoleacetic AcidsTranscription FactorsCell fateCoffeeMolecular markersMolecular networksSomatic embryogenesisTotipotencyTranscriptomics

Identifiers

PMID36694132
PMCPMC9875526
OpenAlexW4317853071

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.