ArticleBMC plant biology2019
Full-length transcriptome sequencing reveals the low-temperature-tolerance mechanism of Medicago falcata roots.
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.
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26 citing papers in PubMed, 77 citations in OpenAlex.
- High-throughput sequencing and analysis of target genes uncover microRNA-mediated responses to low-temperature stress in Medicago falcata.BMC genomics · 2026Article
- Full-length transcriptome sequencing analysis and characterization of MADS-box genes in Rhododendron fortunei.BMC plant biology · 2026Article
- Analysis of physiological characteristics and gene co-expression networks inFrontiers in plant science · 2025Article
- Full-Length Transcriptomes Reconstruction Reveals Intraspecific Diversity in Hairy Vetch (Plants (Basel, Switzerland) · 2024Article
- Comparative Phenotypic and Transcriptomic Analyses Provide Novel Insights into the Molecular Mechanism of Seed Germination in Response to Low Temperature Stress in Alfalfa.International journal of molecular sciences · 2024Article
- Genome-wide investigation of NLP gene family members in alfalfa (Medicago sativa L.): evolution and expression profiles during development and stress.BMC genomics · 2023Article
- Uncovering early transcriptional regulation during adventitious root formation in Medicago sativa.BMC plant biology · 2023Article
- Illumina RNA and SMRT Sequencing Reveals the Mechanism of Uptake and Transformation of Selenium Nanoparticles in Soybean Seedlings.Plants (Basel, Switzerland) · 2023Article
- Integrated transcriptomics and metabolomics analysis reveals key regulatory network that response to cold stress in common Bean (Phaseolus vulgaris L.).BMC plant biology · 2023Article
- Exogenous application of salicylic acid improves freezing stress tolerance in alfalfa.Frontiers in plant science · 2023Article
- Research progress on plant noncoding RNAs in response to low-temperature stress.Plant signaling & behavior · 2022Review
- Full-Length Transcriptome Sequencing Reveals the Impact of Cold Stress on Alternative Splicing in Quinoa.International journal of molecular sciences · 2022Article
- Integrative Comparative Assessment of Cold Acclimation in Evergreen and Deciduous Iris Species.Antioxidants (Basel, Switzerland) · 2022Article
- 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 · 2022Article
- Effects of Salt Stress on Transcriptional and Physiological Responses in Barley Leaves with Contrasting Salt Tolerance.International journal of molecular sciences · 2022Article
- Full-length transcriptome sequencing reveals the molecular mechanism of potato seedlings responding to low-temperature.BMC plant biology · 2022Article
- Full-Length Transcriptome and RNA-Seq Analyses Reveal the Mechanisms Underlying Waterlogging Tolerance in Kiwifruit (International journal of molecular sciences · 2022Article
- Cold stress tolerance of the intertidal red alga Neoporphyra haitanensis.BMC plant biology · 2022Article
- Identification and Characterization of Regulatory Pathways Controlling Dormancy Under Lower Temperature in Alfalfa (Frontiers in plant science · 2022Article
- Overexpression of anFrontiers in plant science · 2022Article
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Authors and funding
8 authors at 2 institutions in 1 country.
Funding
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.
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