Xiao Xu , Xiaotian Chen , Quancai Man , Wei Li , Lei Wang , Xiaojing Liu , Jinfeng Chen , Jianghui Cui
{"title":"多组学、网络药理学和分子对接为马铃薯(Solanum tuberosum L.)果肉的遗传基础、生物活性和潜在的抗氧化机制提供了新的见解","authors":"Xiao Xu , Xiaotian Chen , Quancai Man , Wei Li , Lei Wang , Xiaojing Liu , Jinfeng Chen , Jianghui Cui","doi":"10.1016/j.scienta.2025.114148","DOIUrl":null,"url":null,"abstract":"<div><div>Potato (<em>Solanum tuberosum</em> L.) is a major food crop with notable antioxidant potential. Among its various types, coloured-flesh potatoes have attracted widespread attention because of their strong antioxidant capacity and potential pharmacological effects, including blood pressure reduction and lipid-lowering properties. However, the differences in bioactivity and potential antioxidant mechanisms of different coloured potato flesh remain unclear. We employed a multi-omics approach, network pharmacology, and molecular docking, to investigate the genetic basis, bioactive compounds, and antioxidant mechanisms of four types of potato flesh. Metabolomic analysis revealed that anthocyanins were absent in bright-fleshed (white- and yellow-fleshed) potatoes, whereas lutein, pelargonidin-3-O-rutinoside, and delphinidin-3-O-rutinoside accumulated in association with yellow, red, and purple pigmentation, respectively. Random forest modelling revealed that flavonoids are the major contributors to antioxidant activity in coloured-flesh (red- and purple-fleshed) potatoes, followed by phenolic acids. Transcriptomic profiling indicated that the high expression of <em>F3H, F3 ' 5′</em>H, and <em>DFR</em> promoted anthocyanin biosynthesis in coloured-flesh potatoes, while <em>BCH1</em> and <em>BCH2</em> enhanced carotenoid accumulation in yellow-fleshed potatoes. Further analysis of gene co-expression networks and promoter cis-elements revealed that TFs <em>AN1, TT8, ASIL2</em>, and <em>WRKY6</em> played regulatory roles in the biosynthesis of anthocyanins and carotenoids. Network pharmacology and molecular docking identified pinobanksin and rhamnocitrin as key antioxidant compounds that potentially target proteins, including AKT1, PTGS2, ESR1, PPARG, and SRC. These findings provide comprehensive insights into the molecular and metabolic regulation of pigmentation and antioxidant activity in potatoes and provide promising targets for improving the nutritional quality and functional traits of potato germplasm.</div></div>","PeriodicalId":21679,"journal":{"name":"Scientia Horticulturae","volume":"345 ","pages":"Article 114148"},"PeriodicalIF":4.2000,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multi-omics, network pharmacology, and molecular docking provide insights into the genetic basis, bioactive, and potential antioxidant mechanisms in potato (Solanum tuberosum L.) flesh\",\"authors\":\"Xiao Xu , Xiaotian Chen , Quancai Man , Wei Li , Lei Wang , Xiaojing Liu , Jinfeng Chen , Jianghui Cui\",\"doi\":\"10.1016/j.scienta.2025.114148\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Potato (<em>Solanum tuberosum</em> L.) is a major food crop with notable antioxidant potential. Among its various types, coloured-flesh potatoes have attracted widespread attention because of their strong antioxidant capacity and potential pharmacological effects, including blood pressure reduction and lipid-lowering properties. However, the differences in bioactivity and potential antioxidant mechanisms of different coloured potato flesh remain unclear. We employed a multi-omics approach, network pharmacology, and molecular docking, to investigate the genetic basis, bioactive compounds, and antioxidant mechanisms of four types of potato flesh. Metabolomic analysis revealed that anthocyanins were absent in bright-fleshed (white- and yellow-fleshed) potatoes, whereas lutein, pelargonidin-3-O-rutinoside, and delphinidin-3-O-rutinoside accumulated in association with yellow, red, and purple pigmentation, respectively. Random forest modelling revealed that flavonoids are the major contributors to antioxidant activity in coloured-flesh (red- and purple-fleshed) potatoes, followed by phenolic acids. Transcriptomic profiling indicated that the high expression of <em>F3H, F3 ' 5′</em>H, and <em>DFR</em> promoted anthocyanin biosynthesis in coloured-flesh potatoes, while <em>BCH1</em> and <em>BCH2</em> enhanced carotenoid accumulation in yellow-fleshed potatoes. Further analysis of gene co-expression networks and promoter cis-elements revealed that TFs <em>AN1, TT8, ASIL2</em>, and <em>WRKY6</em> played regulatory roles in the biosynthesis of anthocyanins and carotenoids. Network pharmacology and molecular docking identified pinobanksin and rhamnocitrin as key antioxidant compounds that potentially target proteins, including AKT1, PTGS2, ESR1, PPARG, and SRC. These findings provide comprehensive insights into the molecular and metabolic regulation of pigmentation and antioxidant activity in potatoes and provide promising targets for improving the nutritional quality and functional traits of potato germplasm.</div></div>\",\"PeriodicalId\":21679,\"journal\":{\"name\":\"Scientia Horticulturae\",\"volume\":\"345 \",\"pages\":\"Article 114148\"},\"PeriodicalIF\":4.2000,\"publicationDate\":\"2025-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Scientia Horticulturae\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0304423825001979\",\"RegionNum\":2,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/4/18 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q1\",\"JCRName\":\"HORTICULTURE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Scientia Horticulturae","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0304423825001979","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/4/18 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"HORTICULTURE","Score":null,"Total":0}
引用次数: 0
摘要
马铃薯(Solanum tuberosum L.)是一种具有显著抗氧化潜力的主要粮食作物。其中,彩肉土豆因其具有较强的抗氧化能力和潜在的降血压、降脂等药理作用而受到广泛关注。然而,不同颜色马铃薯果肉在生物活性和潜在抗氧化机制方面的差异尚不清楚。采用多组学、网络药理学、分子对接等方法,研究了4种马铃薯果肉的遗传基础、生物活性成分和抗氧化机制。代谢组学分析显示,鲜肉(白肉和黄肉)马铃薯中不存在花青素,而叶黄素、天竺葵苷-3- o -芦丁苷和飞鸽苷-3- o -芦丁苷分别与黄色、红色和紫色色素沉着有关。随机森林模型显示,类黄酮是有色肉(红色和紫色肉)土豆抗氧化活性的主要贡献者,其次是酚酸。转录组学分析表明,F3H、F3’5’h和DFR的高表达促进了红薯花青素的生物合成,而BCH1和BCH2的高表达促进了黄薯类胡萝卜素的积累。进一步的基因共表达网络和启动子顺式元件分析表明,TFs AN1、TT8、ASIL2和WRKY6在花青素和类胡萝卜素的生物合成中发挥调控作用。网络药理学和分子对接发现pinobanksin和鼠李糖苷是潜在靶向蛋白的关键抗氧化化合物,包括AKT1, PTGS2, ESR1, PPARG和SRC。这些发现为马铃薯色素沉着和抗氧化活性的分子和代谢调控提供了全面的见解,为马铃薯种质资源营养品质和功能性状的改良提供了有希望的靶点。
Multi-omics, network pharmacology, and molecular docking provide insights into the genetic basis, bioactive, and potential antioxidant mechanisms in potato (Solanum tuberosum L.) flesh
Potato (Solanum tuberosum L.) is a major food crop with notable antioxidant potential. Among its various types, coloured-flesh potatoes have attracted widespread attention because of their strong antioxidant capacity and potential pharmacological effects, including blood pressure reduction and lipid-lowering properties. However, the differences in bioactivity and potential antioxidant mechanisms of different coloured potato flesh remain unclear. We employed a multi-omics approach, network pharmacology, and molecular docking, to investigate the genetic basis, bioactive compounds, and antioxidant mechanisms of four types of potato flesh. Metabolomic analysis revealed that anthocyanins were absent in bright-fleshed (white- and yellow-fleshed) potatoes, whereas lutein, pelargonidin-3-O-rutinoside, and delphinidin-3-O-rutinoside accumulated in association with yellow, red, and purple pigmentation, respectively. Random forest modelling revealed that flavonoids are the major contributors to antioxidant activity in coloured-flesh (red- and purple-fleshed) potatoes, followed by phenolic acids. Transcriptomic profiling indicated that the high expression of F3H, F3 ' 5′H, and DFR promoted anthocyanin biosynthesis in coloured-flesh potatoes, while BCH1 and BCH2 enhanced carotenoid accumulation in yellow-fleshed potatoes. Further analysis of gene co-expression networks and promoter cis-elements revealed that TFs AN1, TT8, ASIL2, and WRKY6 played regulatory roles in the biosynthesis of anthocyanins and carotenoids. Network pharmacology and molecular docking identified pinobanksin and rhamnocitrin as key antioxidant compounds that potentially target proteins, including AKT1, PTGS2, ESR1, PPARG, and SRC. These findings provide comprehensive insights into the molecular and metabolic regulation of pigmentation and antioxidant activity in potatoes and provide promising targets for improving the nutritional quality and functional traits of potato germplasm.
期刊介绍:
Scientia Horticulturae is an international journal publishing research related to horticultural crops. Articles in the journal deal with open or protected production of vegetables, fruits, edible fungi and ornamentals under temperate, subtropical and tropical conditions. Papers in related areas (biochemistry, micropropagation, soil science, plant breeding, plant physiology, phytopathology, etc.) are considered, if they contain information of direct significance to horticulture. Papers on the technical aspects of horticulture (engineering, crop processing, storage, transport etc.) are accepted for publication only if they relate directly to the living product. In the case of plantation crops, those yielding a product that may be used fresh (e.g. tropical vegetables, citrus, bananas, and other fruits) will be considered, while those papers describing the processing of the product (e.g. rubber, tobacco, and quinine) will not. The scope of the journal includes all horticultural crops but does not include speciality crops such as, medicinal crops or forestry crops, such as bamboo. Basic molecular studies without any direct application in horticulture will not be considered for this journal.