Evidence map›Paper›PMID 27095276›Full record

ArticleBMC plant biology2016

Identification of candidate genes for drought tolerance in coffee by high-throughput sequencing in the shoot apex of different Coffea arabica cultivars.

Luciana Souto Mofatto, Fernanda de Araújo Carneiro, Natalia Gomes Vieira, Karoline Estefani Duarte, Ramon Oliveira Vidal, Jean Carlos Alekcevetch, Michelle Guitton Cotta, Jean-Luc Verdeil, Fabienne Lapeyre-Montes, Marc Lartaud and 8 more

Open access · goldAbstract read
In one paragraph

Article in BMC plant biology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed
6.1field-weighted citation impact, top 4% 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

22 citing papers in PubMed, 63 citations in OpenAlex.

  1. Transcriptomic Analysis of Osmotic Stress-Tolerant Somatic Embryos ofInternational journal of molecular sciences · 2025
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  3. The Identification and Characterization of WOX Family Genes inInternational journal of molecular sciences · 2024
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  8. Plants' Response to Abiotic Stress: Mechanisms and Strategies.International journal of molecular sciences · 2023
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  12. Non-Coding RNAs in Response to Drought Stress.International journal of molecular sciences · 2021
    Review
  13. Article
  14. Modern Approaches for Transcriptome Analyses in Plants.Advances in experimental medicine and biology · 2021
    Article
  15. Article
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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

18 authors at 4 institutions in 2 countries.

Luciana Souto MofattoLaboratório de Genômica e Expressão (LGE), Departamento de Genética e Evolução, Instituto de Biologia/UNICAMP, Cidade Universitária Zeferino Vaz, 13083-970, Campinas, SP, Brazil.
Fernanda de Araújo CarneiroEmbrapa Recursos Genéticos e Biotecnologia (LGM-NTBio), Parque Estação Biológica, CP 02372, 70770-917, Brasilia, DF, Brazil.
Natalia Gomes VieiraEmbrapa Recursos Genéticos e Biotecnologia (LGM-NTBio), Parque Estação Biológica, CP 02372, 70770-917, Brasilia, DF, Brazil.
Karoline Estefani DuarteEmbrapa Recursos Genéticos e Biotecnologia (LGM-NTBio), Parque Estação Biológica, CP 02372, 70770-917, Brasilia, DF, Brazil.
Ramon Oliveira VidalLaboratório de Genômica e Expressão (LGE), Departamento de Genética e Evolução, Instituto de Biologia/UNICAMP, Cidade Universitária Zeferino Vaz, 13083-970, Campinas, SP, Brazil.
Jean Carlos AlekcevetchEmbrapa Recursos Genéticos e Biotecnologia (LGM-NTBio), Parque Estação Biológica, CP 02372, 70770-917, Brasilia, DF, Brazil.
Michelle Guitton CottaEmbrapa Recursos Genéticos e Biotecnologia (LGM-NTBio), Parque Estação Biológica, CP 02372, 70770-917, Brasilia, DF, Brazil.
Jean-Luc VerdeilCIRAD UMR AGAP, F-34398, Montpellier, France.
Fabienne Lapeyre-MontesCIRAD UMR AGAP, F-34398, Montpellier, France.
Marc LartaudCIRAD UMR AGAP, F-34398, Montpellier, France.
Thierry LeroyCIRAD UMR AGAP, F-34398, Montpellier, France.
Fabien De BellisCIRAD UMR AGAP, F-34398, Montpellier, France.
David PotCIRAD UMR AGAP, F-34398, Montpellier, France.
Gustavo Costa RodriguesEmbrapa Informática Agropecuária, UNICAMP, Av. André Tosello n° 209, CP 6041, 13083-886, Campinas, SP, Brazil.
Marcelo Falsarella CarazzolleLaboratório de Genômica e Expressão (LGE), Departamento de Genética e Evolução, Instituto de Biologia/UNICAMP, Cidade Universitária Zeferino Vaz, 13083-970, Campinas, SP, Brazil.
Gonçalo Amarante Guimarães PereiraLaboratório de Genômica e Expressão (LGE), Departamento de Genética e Evolução, Instituto de Biologia/UNICAMP, Cidade Universitária Zeferino Vaz, 13083-970, Campinas, SP, Brazil.
Alan Carvalho AndradeEmbrapa Recursos Genéticos e Biotecnologia (LGM-NTBio), Parque Estação Biológica, CP 02372, 70770-917, Brasilia, DF, Brazil.
Pierre MarracciniEmbrapa Recursos Genéticos e Biotecnologia (LGM-NTBio), Parque Estação Biológica, CP 02372, 70770-917, Brasilia, DF, Brazil. marraccini@cirad.fr.
Brazilian Agricultural Research Corporation · BRUniversidade Estadual de Campinas (UNICAMP) · BRGenetic Improvement and Adaptation of Mediterranean and Tropical Plants · FRCentre de Coopération Internationale en Recherche Agronomique pour le Développement · FR

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDrought is a widespread limiting factor in coffee plants. It affects plant development, fruit production, bean development and consequently beverage quality. Genetic diversity for drought tolerance exists within the coffee genus. However, the molecular mechanisms underlying the adaptation of coffee plants to drought are largely unknown. In this study, we compared the molecular responses to drought in two commercial cultivars (IAPAR59, drought-tolerant and Rubi, drought-susceptible) of Coffea arabica grown in the field under control (irrigation) and drought conditions using the pyrosequencing of RNA extracted from shoot apices and analysing the expression of 38 candidate genes.

resultsPyrosequencing from shoot apices generated a total of 34.7 Mbp and 535,544 reads enabling the identification of 43,087 clusters (41,512 contigs and 1,575 singletons). These data included 17,719 clusters (16,238 contigs and 1,575 singletons) exclusively from 454 sequencing reads, along with 25,368 hybrid clusters assembled with 454 sequences. The comparison of DNA libraries identified new candidate genes (n = 20) presenting differential expression between IAPAR59 and Rubi and/or drought conditions. Their expression was monitored in plagiotropic buds, together with those of other (n = 18) candidates genes. Under drought conditions, up-regulated expression was observed in IAPAR59 but not in Rubi for CaSTK1 (protein kinase), CaSAMT1 (SAM-dependent methyltransferase), CaSLP1 (plant development) and CaMAS1 (ABA biosynthesis). Interestingly, the expression of lipid-transfer protein (nsLTP) genes was also highly up-regulated under drought conditions in IAPAR59. This may have been related to the thicker cuticle observed on the abaxial leaf surface in IAPAR59 compared to Rubi.

conclusionsThe full transcriptome assembly of C. arabica, followed by functional annotation, enabled us to identify differentially expressed genes related to drought conditions. Using these data, candidate genes were selected and their differential expression profiles were confirmed by qPCR experiments in plagiotropic buds of IAPAR59 and Rubi under drought conditions. As regards the genes up-regulated under drought conditions, specifically in the drought-tolerant IAPAR59, several corresponded to orphan genes but also to genes coding proteins involved in signal transduction pathways, as well as ABA and lipid metabolism, for example. The identification of these genes should help advance our understanding of the genetic determinism of drought tolerance in coffee.

Indexed as

DroughtsAdaptation, PhysiologicalCoffeaCoffeeGene Expression ProfilingGene Expression Regulation, PlantGene LibraryGene OntologyGenes, PlantHigh-Throughput Nucleotide SequencingPlant LeavesPlant ShootsReverse Transcriptase Polymerase Chain ReactionSpecies SpecificityCoffeeCandidate geneCoffeeDifferential gene expressionDroughtReal-time PCR (RT-qPCR)RNA-Seq

Identifiers

PMID27095276
PMCPMC4837521
OpenAlexW2339052347

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.