Evidence map›Paper›PMID 25604693›Full record

ArticleBMC plant biology2015

Global insights into high temperature and drought stress regulated genes by RNA-Seq in economically important oilseed crop Brassica juncea.

Ankur R Bhardwaj, Gopal Joshi, Bharti Kukreja, Vidhi Malik, Priyanka Arora, Ritu Pandey, Rohit N Shukla, Kiran G Bankar, Surekha Katiyar-Agarwal, Shailendra Goel and 3 more

Abstract read
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Article in BMC plant biology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 73 papers.

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73citing 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

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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

73 citing papers in PubMed.

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13 more citing papers are in PubMed but not listed here.

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

13 authors.

Ankur R BhardwajDepartment of Botany, University of Delhi Main Campus, Delhi, 110007, India. ankurbio.du@gmail.com.
Gopal JoshiDepartment of Botany, University of Delhi Main Campus, Delhi, 110007, India. gopal_joshii@yahoo.com.
Bharti KukrejaDepartment of Botany, University of Delhi Main Campus, Delhi, 110007, India. together4gud@gmail.com.
Vidhi MalikDepartment of Botany, University of Delhi Main Campus, Delhi, 110007, India. vidhi0205@gmail.com.
Priyanka AroraDepartment of Botany, University of Delhi Main Campus, Delhi, 110007, India. hindu.priyanka@gmail.com.
Ritu PandeyDepartment of Plant Molecular Biology, University of Delhi South Campus, Delhi, 110021, India. ritupandey84@gmail.com.
Rohit N ShuklaBionivid Technology [P] Ltd, Bangalore, 560043, India. rohit@bionivid.com.
Kiran G BankarBionivid Technology [P] Ltd, Bangalore, 560043, India. kiran@bionivid.com.
Surekha Katiyar-AgarwalDepartment of Plant Molecular Biology, University of Delhi South Campus, Delhi, 110021, India. katiyars@south.du.ac.in.
Shailendra GoelDepartment of Botany, University of Delhi Main Campus, Delhi, 110007, India. shailendragoel@gmail.com.
Arun JagannathDepartment of Botany, University of Delhi Main Campus, Delhi, 110007, India. jagannatharun@yahoo.co.in.
Amar KumarDepartment of Botany, University of Delhi Main Campus, Delhi, 110007, India. akumar23j@googlemail.com.
Manu AgarwalDepartment of Botany, University of Delhi Main Campus, Delhi, 110007, India. agarwalm71@gmail.com.

Funding

Overall (pp. 40-62)P41GM103485 · NIGMS · CORNELL UNIVERSITY · PI CERIONE, RICHARD A. · 2012 to 2018
$15.5M
NIGMS NIH HHS P41 GM103485
6 · The paper itself

Abstract

backgroundBrassica juncea var. Varuna is an economically important oilseed crop of family Brassicaceae which is vulnerable to abiotic stresses at specific stages in its life cycle. Till date no attempts have been made to elucidate genome-wide changes in its transcriptome against high temperature or drought stress. To gain global insights into genes, transcription factors and kinases regulated by these stresses and to explore information on coding transcripts that are associated with traits of agronomic importance, we utilized a combinatorial approach of next generation sequencing and de-novo assembly to discover B. juncea transcriptome associated with high temperature and drought stresses.

resultsWe constructed and sequenced three transcriptome libraries namely Brassica control (BC), Brassica high temperature stress (BHS) and Brassica drought stress (BDS). More than 180 million purity filtered reads were generated which were processed through quality parameters and high quality reads were assembled de-novo using SOAPdenovo assembler. A total of 77750 unique transcripts were identified out of which 69,245 (89%) were annotated with high confidence. We established a subset of 19110 transcripts, which were differentially regulated by either high temperature and/or drought stress. Furthermore, 886 and 2834 transcripts that code for transcription factors and kinases, respectively, were also identified. Many of these were responsive to high temperature, drought or both stresses. Maximum number of up-regulated transcription factors in high temperature and drought stress belonged to heat shock factors (HSFs) and dehydration responsive element-binding (DREB) families, respectively. We also identified 239 metabolic pathways, which were perturbed during high temperature and drought treatments. Analysis of gene ontologies associated with differentially regulated genes forecasted their involvement in diverse biological processes.

conclusionsOur study provides first comprehensive discovery of B. juncea transcriptome under high temperature and drought stress conditions. Transcriptome resource generated in this study will enhance our understanding on the molecular mechanisms involved in defining the response of B. juncea against two important abiotic stresses. Furthermore this information would benefit designing of efficient crop improvement strategies for tolerance against conditions of high temperature regimes and water scarcity.

Indexed as

DroughtsGene Expression Regulation, PlantGenes, PlantTemperatureCrops, AgriculturalGene Expression ProfilingGene OntologyMolecular Sequence AnnotationMustard PlantPlant ProteinsQuality ControlReal-Time Polymerase Chain ReactionReproducibility of ResultsRNA, MessengerSequence Analysis, RNASignal TransductionPlant ProteinsRNA, Messenger

Identifiers

PMID25604693
PMCPMC4310166

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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.