Evidence map›Paper›PMID 31864302›Full record

ArticleBMC plant biology2019

Full-length transcriptome sequencing reveals the low-temperature-tolerance mechanism of Medicago falcata roots.

Guowen Cui, Hua Chai, Hang Yin, Mei Yang, Guofu Hu, Mingying Guo, Rugeletu Yi, Pan Zhang

Open access · goldAbstract read
In one paragraph

Article in BMC plant biology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.

0numbers the graph read from it
0cells of the map it votes in
26citing papers in PubMed
5.2field-weighted citation impact, top 3% of its field
1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

Who cites it

26 citing papers in PubMed, 77 citations in OpenAlex.

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  14. Integration of full-length transcriptomes and anthocyanin metabolite analysis for understanding fruit coloration mechanism inPhysiology and molecular biology of plants : an international journal of functional plant biology · 2022
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  20. Overexpression of anFrontiers in plant science · 2022
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4 · The record

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5 · Who and what money

Authors and funding

8 authors at 2 institutions in 1 country.

Guowen CuiDepartment of Grassland Science, College of Animal Science and Technology, Northeast Agricultural University, Harbin, 150030, China.
Hua ChaiDepartment of Grassland Science, College of Animal Science and Technology, Northeast Agricultural University, Harbin, 150030, China.
Hang YinDepartment of Grassland Science, College of Animal Science and Technology, Northeast Agricultural University, Harbin, 150030, China.
Mei YangDepartment of Grassland Science, College of Animal Science and Technology, Northeast Agricultural University, Harbin, 150030, China.
Guofu HuDepartment of Grassland Science, College of Animal Science and Technology, Northeast Agricultural University, Harbin, 150030, China.
Mingying GuoHulunbuir Grassland Station, Hulunbuir, 021008, China.
Rugeletu YiHulunbuir Grassland Station, Hulunbuir, 021008, China.
Pan ZhangDepartment of Grassland Science, College of Animal Science and Technology, Northeast Agricultural University, Harbin, 150030, China. zhangpgrass@126.com.ORCID http://orcid.org/0000-0002-2628-4852
Northeast Agricultural University · CNHulunbuir University · CN

Funding

National Key R&D Program of China 2016YFC0500607Special Funds for Science and Technology Innovation Talent Research in Harbin 2017RAQXJ008the Project of Nature Scientific Foundation of Heilongjiang Province, China QC2015019Young Scientists Fund 31502007"Young Talents" Project of Northeast Agricultural University 16QC23
6 · The paper itself

Abstract

backgroundLow temperature is one of the main environmental factors that limits crop growth, development, and production. Medicago falcata is an important leguminous herb that is widely distributed worldwide. M. falcata is related to alfalfa but is more tolerant to low temperature than alfalfa. Understanding the low temperature tolerance mechanism of M. falcata is important for the genetic improvement of alfalfa.

resultsIn this study, we explored the transcriptomic changes in the roots of low-temperature-treated M. falcata plants by combining SMRT sequencing and NGS technologies. A total of 115,153 nonredundant sequences were obtained, and 8849 AS events, 73,149 SSRs, and 4189 lncRNAs were predicted. A total of 111,587 genes from SMRT sequencing were annotated, and 11,369 DEGs involved in plant hormone signal transduction, protein processing in endoplasmic reticulum, carbon metabolism, glycolysis/gluconeogenesis, starch and sucrose metabolism, and endocytosis pathways were identified. We characterized 1538 TF genes into 45 TF gene families, and the most abundant TF family was the WRKY family, followed by the ERF, MYB, bHLH and NAC families. A total of 134 genes, including 101 whose expression was upregulated and 33 whose expression was downregulated, were differentially coexpressed at all five temperature points. PB40804, PB75011, PB110405 and PB108808 were found to play crucial roles in the tolerance of M. falcata to low temperature. WGCNA revealed that the MEbrown module was significantly correlated with low-temperature stress in M. falcata. Electrolyte leakage was correlated with most genetic modules and verified that electrolyte leakage can be used as a direct stress marker in physiological assays to indicate cell membrane damage from low-temperature stress. The consistency between the qRT-PCR results and RNA-seq analyses confirmed the validity of the RNA-seq data and the analysis of the regulatory mechanism of low-temperature stress on the basis of the transcriptome.

conclusionsThe full-length transcripts generated in this study provide a full characterization of the transcriptome of M. falcata and may be useful for mining new low-temperature stress-related genes specific to M. falcata. These new findings could facilitate the understanding of the low-temperature-tolerance mechanism of M. falcata.

Indexed as

Cold TemperatureTranscriptomeAcclimatizationGene Expression ProfilingMedicagoPlant RootsLow-temperature stressMedicago falcataRNA-seqSMRTWGCNA

Identifiers

PMID31864302
PMCPMC6925873
OpenAlexW2995511781

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LicenceCC BY
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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.