ArticleBMC plant biology2024
Comparative transcriptomic and metabolomic analyses provide insights into the responses to high temperature stress in Alfalfa (Medicago sativa L.).
Article in BMC plant biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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14 citing papers in PubMed.
- Transcriptomic and Metabolomic Profiling of Heat Stress Responses and Ganoderic Acid Biosynthesis in Ganoderma lucidum.Applied biochemistry and biotechnology · 2026Article
- An Inclusive Insight into leaf Metabolome Reveals Substantial Metabolic flux in Maize Seedlings Subjected to Boron (B) Toxicity.Applied biochemistry and biotechnology · 2026Article
- Seed metabolomic profiling of contrasting mung bean (Vigna radiata) genotypes under heat stress.Scientific reports · 2026Article
- Integrated Transcriptomic and Metabolomic Analyses Provide Insights into the Response of Red Clover (International journal of molecular sciences · 2026Article
- Structural variation drives rhizome innovation and adaptive divergence in sister Medicago species.Journal of integrative plant biology · 2026Article
- Integrated transcriptomic and metabolomic analyses reveal biphasic thermal adaptation strategies inPeerJ · 2026Article
- Multi-omics reveals metabolic reprogramming underlying differential modulation of nodulation and root development by nitrate and ammonium in soybean.Frontiers in plant science · 2026Article
- AI-integrated metabolomics maps functional divergence of microbial consortia in field-grown maize.Plant cell reports · 2025Article
- Advances in basic biology of alfalfa (Horticulture research · 2025Article
- Selenium nanoparticles enhance metabolic and nutritional profile in Phaseolus vulgaris: comparative metabolomic and pathway analysis with selenium selenate.BMC plant biology · 2025Article
- Morphological, Physiological, and Molecular Responses to Heat Stress in Brassicaceae.Plants (Basel, Switzerland) · 2025Review
- Two sexually compatible monokaryons from a heterokaryoticFrontiers in microbiology · 2025Article
- Abiotic stress responses in forage crops and grasses: the role of secondary metabolites and biotechnological interventions.Frontiers in plant science · 2025Review
- MsDAD1 acts as a heat-induced "senescence brake" in alfalfa.Frontiers in plant science · 2025Article
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6 authors.
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Abstract
High temperature stress is one of the most severe forms of abiotic stress in alfalfa. With the intensification of climate change, the frequency of high temperature stress will further increase in the future, which will bring challenges to the growth and development of alfalfa. Therefore, untargeted metabolomic and RNA-Seq profiling were implemented to unravel the possible alteration in alfalfa seedlings subjected to different temperature stress (25 ℃, 30 ℃, 35 ℃, 40 ℃) in this study. Results revealed that High temperature stress significantly altered some pivotal transcripts and metabolites. The number of differentially expressed genes (DEGs) markedly up and down-regulated was 1876 and 1524 in T30_vs_CK, 2, 815 and 2667 in T35_vs_CK, and 2115 and 2, 226 in T40_vs_CK, respectively. The number for significantly up-regulated and down-regulated differential metabolites was 173 and 73 in T30_vs_CK, 188 and 57 in T35_vs_CK, and 220 and 66 in T40_vs_CK, respectively. It is worth noting that metabolomics and transcriptomics co-analysis characterized enriched in plant hormone signal transduction (ko04705), glyoxylate and dicarboxylate metabolism (ko00630), from which some differentially expressed genes and differential metabolites participated. In particular, the content of hormone changed significantly under T40 stress, suggesting that maintaining normal hormone synthesis and metabolism may be an important way to improve the HTS tolerance of alfalfa. The qRT-PCR further showed that the expression pattern was similar to the expression abundance in the transcriptome. This study provides a practical and in-depth perspective from transcriptomics and metabolomics in investigating the effects conferred by temperature on plant growth and development, which provided the theoretical basis for breeding heat-resistant alfalfa.
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