{"title":"多组学整合揭示重离子诱导的大豆异黄酮生物合成增强。","authors":"Kezhen Zhao, Huilong Hong, Xiulin Liu, Xueyang Wang, Chunlei Zhang, Fengyi Zhang, Rongqiang Yuan, Sobhi F Lamlom, Honglei Ren, Bixian Zhang","doi":"10.1111/ppl.70508","DOIUrl":null,"url":null,"abstract":"<p><p>Isoflavones are valuable bioactive compounds in soybeans with significant therapeutic potential, yet conventional breeding approaches face limitations in enhancing their accumulation. We hypothesized that heavy ion radiation could effectively stimulate isoflavone biosynthesis through coordinated molecular reprogramming mechanisms. To test this hypothesis, we conducted an integrated transcriptomic-proteomic analysis investigating radiation effects on isoflavone metabolism across four developmental stages in soybean. Heavy ion treatment validation confirmed our hypothesis, substantially increasing isoflavone accumulation with total isoflavones showing significant enhancement (p = 7.34 × 10<sup>-6</sup>), alongside specific increases in genistin (p = 3.46 × 10<sup>-4</sup>) and genistein (p = 1.61 × 10<sup>-4</sup>). Multi-omics profiling revealed the molecular basis underlying these metabolic changes: RNA sequencing identified 3639 differentially expressed genes, while quantitative proteomics revealed 1458 differentially expressed proteins, indicating extensive macromolecular reprogramming in response to radiation treatment. Integration of transcriptomic and proteomic datasets revealed coordinated regulatory networks driving enhanced isoflavone production. Pathway enrichment analysis identified 89 overlapping KEGG pathways, with 33 showing significant co-enrichment (p < 0.05). Six key pathways exhibited coordinated upregulation: pentose phosphate pathway, glutathione metabolism, amino acid biosynthesis, lipid metabolism, flavonoid biosynthesis, and fatty acid synthesis. Notably, glutathione metabolism was most extensively regulated (12 genes, 27 proteins), suggesting that enhanced isoflavone production functions as part of an integrated antioxidant defense mechanism triggered by radiation stress. The tight coordination between molecular and metabolic responses was demonstrated through strong correlations (r > 0.8, p < 0.01) between mRNA expression, protein abundance, and metabolite accumulation. RT-qPCR validation confirmed transcriptomic findings (r > 0.85, p < 0.001), supporting the reliability of our multi-omics approach. These results establish heavy ion radiation as an effective biotechnological tool for enhancing secondary metabolite production and provide mechanistic insights into coordinated macromolecular responses that could inform future crop improvement strategies.</p>","PeriodicalId":20164,"journal":{"name":"Physiologia plantarum","volume":"177 5","pages":"e70508"},"PeriodicalIF":3.6000,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multi-Omics Integration Reveals Heavy Ion-Induced Enhancement of Soybean Isoflavone Biosynthesis.\",\"authors\":\"Kezhen Zhao, Huilong Hong, Xiulin Liu, Xueyang Wang, Chunlei Zhang, Fengyi Zhang, Rongqiang Yuan, Sobhi F Lamlom, Honglei Ren, Bixian Zhang\",\"doi\":\"10.1111/ppl.70508\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Isoflavones are valuable bioactive compounds in soybeans with significant therapeutic potential, yet conventional breeding approaches face limitations in enhancing their accumulation. We hypothesized that heavy ion radiation could effectively stimulate isoflavone biosynthesis through coordinated molecular reprogramming mechanisms. To test this hypothesis, we conducted an integrated transcriptomic-proteomic analysis investigating radiation effects on isoflavone metabolism across four developmental stages in soybean. Heavy ion treatment validation confirmed our hypothesis, substantially increasing isoflavone accumulation with total isoflavones showing significant enhancement (p = 7.34 × 10<sup>-6</sup>), alongside specific increases in genistin (p = 3.46 × 10<sup>-4</sup>) and genistein (p = 1.61 × 10<sup>-4</sup>). Multi-omics profiling revealed the molecular basis underlying these metabolic changes: RNA sequencing identified 3639 differentially expressed genes, while quantitative proteomics revealed 1458 differentially expressed proteins, indicating extensive macromolecular reprogramming in response to radiation treatment. Integration of transcriptomic and proteomic datasets revealed coordinated regulatory networks driving enhanced isoflavone production. Pathway enrichment analysis identified 89 overlapping KEGG pathways, with 33 showing significant co-enrichment (p < 0.05). Six key pathways exhibited coordinated upregulation: pentose phosphate pathway, glutathione metabolism, amino acid biosynthesis, lipid metabolism, flavonoid biosynthesis, and fatty acid synthesis. Notably, glutathione metabolism was most extensively regulated (12 genes, 27 proteins), suggesting that enhanced isoflavone production functions as part of an integrated antioxidant defense mechanism triggered by radiation stress. The tight coordination between molecular and metabolic responses was demonstrated through strong correlations (r > 0.8, p < 0.01) between mRNA expression, protein abundance, and metabolite accumulation. RT-qPCR validation confirmed transcriptomic findings (r > 0.85, p < 0.001), supporting the reliability of our multi-omics approach. These results establish heavy ion radiation as an effective biotechnological tool for enhancing secondary metabolite production and provide mechanistic insights into coordinated macromolecular responses that could inform future crop improvement strategies.</p>\",\"PeriodicalId\":20164,\"journal\":{\"name\":\"Physiologia plantarum\",\"volume\":\"177 5\",\"pages\":\"e70508\"},\"PeriodicalIF\":3.6000,\"publicationDate\":\"2025-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Physiologia plantarum\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1111/ppl.70508\",\"RegionNum\":2,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PLANT SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Physiologia plantarum","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1111/ppl.70508","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PLANT SCIENCES","Score":null,"Total":0}
引用次数: 0
摘要
异黄酮是大豆中有价值的生物活性化合物,具有重要的治疗潜力,但传统的育种方法在提高其积累方面存在局限性。我们假设重离子辐射可以通过协调的分子重编程机制有效地刺激异黄酮的生物合成。为了验证这一假设,我们进行了转录组-蛋白质组学综合分析,研究了辐射对大豆四个发育阶段异黄酮代谢的影响。重离子处理验证证实了我们的假设,异黄酮积累显著增加,总异黄酮含量显著增加(p = 7.34 × 10-6),同时染料木素(p = 3.46 × 10-4)和染料木素(p = 1.61 × 10-4)特异性增加。多组学分析揭示了这些代谢变化的分子基础:RNA测序鉴定了3639个差异表达基因,而定量蛋白质组学显示了1458个差异表达蛋白,表明放射治疗反应中存在广泛的大分子重编程。转录组学和蛋白质组学数据集的整合揭示了促进异黄酮生产的协调调节网络。通路富集分析鉴定出89条重叠的KEGG通路,其中33条显示出显著的共富集(p 0.8, p 0.85, p
Multi-Omics Integration Reveals Heavy Ion-Induced Enhancement of Soybean Isoflavone Biosynthesis.
Isoflavones are valuable bioactive compounds in soybeans with significant therapeutic potential, yet conventional breeding approaches face limitations in enhancing their accumulation. We hypothesized that heavy ion radiation could effectively stimulate isoflavone biosynthesis through coordinated molecular reprogramming mechanisms. To test this hypothesis, we conducted an integrated transcriptomic-proteomic analysis investigating radiation effects on isoflavone metabolism across four developmental stages in soybean. Heavy ion treatment validation confirmed our hypothesis, substantially increasing isoflavone accumulation with total isoflavones showing significant enhancement (p = 7.34 × 10-6), alongside specific increases in genistin (p = 3.46 × 10-4) and genistein (p = 1.61 × 10-4). Multi-omics profiling revealed the molecular basis underlying these metabolic changes: RNA sequencing identified 3639 differentially expressed genes, while quantitative proteomics revealed 1458 differentially expressed proteins, indicating extensive macromolecular reprogramming in response to radiation treatment. Integration of transcriptomic and proteomic datasets revealed coordinated regulatory networks driving enhanced isoflavone production. Pathway enrichment analysis identified 89 overlapping KEGG pathways, with 33 showing significant co-enrichment (p < 0.05). Six key pathways exhibited coordinated upregulation: pentose phosphate pathway, glutathione metabolism, amino acid biosynthesis, lipid metabolism, flavonoid biosynthesis, and fatty acid synthesis. Notably, glutathione metabolism was most extensively regulated (12 genes, 27 proteins), suggesting that enhanced isoflavone production functions as part of an integrated antioxidant defense mechanism triggered by radiation stress. The tight coordination between molecular and metabolic responses was demonstrated through strong correlations (r > 0.8, p < 0.01) between mRNA expression, protein abundance, and metabolite accumulation. RT-qPCR validation confirmed transcriptomic findings (r > 0.85, p < 0.001), supporting the reliability of our multi-omics approach. These results establish heavy ion radiation as an effective biotechnological tool for enhancing secondary metabolite production and provide mechanistic insights into coordinated macromolecular responses that could inform future crop improvement strategies.
期刊介绍:
Physiologia Plantarum is an international journal committed to publishing the best full-length original research papers that advance our understanding of primary mechanisms of plant development, growth and productivity as well as plant interactions with the biotic and abiotic environment. All organisational levels of experimental plant biology – from molecular and cell biology, biochemistry and biophysics to ecophysiology and global change biology – fall within the scope of the journal. The content is distributed between 5 main subject areas supervised by Subject Editors specialised in the respective domain: (1) biochemistry and metabolism, (2) ecophysiology, stress and adaptation, (3) uptake, transport and assimilation, (4) development, growth and differentiation, (5) photobiology and photosynthesis.