Jingyu Jia , Enyan Chen , Yajing Tian , Jiahao Shen , Xinyue Pang , Xin Li
{"title":"单细胞和空间转录组学揭示果实衰老过程中外果皮细胞簇的精细定位和功能分化","authors":"Jingyu Jia , Enyan Chen , Yajing Tian , Jiahao Shen , Xinyue Pang , Xin Li","doi":"10.1016/j.postharvbio.2024.113223","DOIUrl":null,"url":null,"abstract":"<div><div>The differentiation trajectories of 13 cell clusters in <em>H. undatus</em> during senescence have been revealed by single-cell transcriptome (scRNA-seq) analysis, and the five cell clusters in the exocarp have been found to induce resistance mainly. However, the precise localization and functional differentiation of these five cell clusters remain unclear. In this study, phenotypic changes in the exocarp were recorded, and the ROS production and flavonoid biosynthesis in the exocarp were elucidated. The trajectories of the cell clusters involved in exocarp function were further revealed in scRNA-seq profiles. Through integrated analysis of scRNA-seq and spatial RNA-seq data at resolutions of 0.5, 0.6, and 1.5, using algorithms SingleR, SciBet, CARD, and RCTD, the fine localization of these clusters from the outer to inner layers was achieved. RNA-FISH was used to validate the specific expression of marker genes <em>HuSP2</em> and <em>HuCEL2</em> in different locations of the exocarp. Finally, the differentiation trajectories of the five cell clusters were analyzed by selecting highly correlated cells with specific functions for each cluster. The core roles of <em>HuPRP</em> and <em>HuCRRSP55</em> in the gene regulatory networks of exocarp clusters were revealed. A hypothesis that the five clusters in the exocarp participate in the induction of resistance was proposed.</div></div>","PeriodicalId":20328,"journal":{"name":"Postharvest Biology and Technology","volume":"219 ","pages":"Article 113223"},"PeriodicalIF":6.4000,"publicationDate":"2024-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S092552142400468X/pdfft?md5=6510d0cfd8ff1e5594ec82e61fdcac1e&pid=1-s2.0-S092552142400468X-main.pdf","citationCount":"0","resultStr":"{\"title\":\"Fine localization and functional differentiation of exocarp cell clusters during fruit senescence revealed by single-cell and spatial transcriptomics\",\"authors\":\"Jingyu Jia , Enyan Chen , Yajing Tian , Jiahao Shen , Xinyue Pang , Xin Li\",\"doi\":\"10.1016/j.postharvbio.2024.113223\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The differentiation trajectories of 13 cell clusters in <em>H. undatus</em> during senescence have been revealed by single-cell transcriptome (scRNA-seq) analysis, and the five cell clusters in the exocarp have been found to induce resistance mainly. However, the precise localization and functional differentiation of these five cell clusters remain unclear. In this study, phenotypic changes in the exocarp were recorded, and the ROS production and flavonoid biosynthesis in the exocarp were elucidated. The trajectories of the cell clusters involved in exocarp function were further revealed in scRNA-seq profiles. Through integrated analysis of scRNA-seq and spatial RNA-seq data at resolutions of 0.5, 0.6, and 1.5, using algorithms SingleR, SciBet, CARD, and RCTD, the fine localization of these clusters from the outer to inner layers was achieved. RNA-FISH was used to validate the specific expression of marker genes <em>HuSP2</em> and <em>HuCEL2</em> in different locations of the exocarp. Finally, the differentiation trajectories of the five cell clusters were analyzed by selecting highly correlated cells with specific functions for each cluster. The core roles of <em>HuPRP</em> and <em>HuCRRSP55</em> in the gene regulatory networks of exocarp clusters were revealed. A hypothesis that the five clusters in the exocarp participate in the induction of resistance was proposed.</div></div>\",\"PeriodicalId\":20328,\"journal\":{\"name\":\"Postharvest Biology and Technology\",\"volume\":\"219 \",\"pages\":\"Article 113223\"},\"PeriodicalIF\":6.4000,\"publicationDate\":\"2024-09-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S092552142400468X/pdfft?md5=6510d0cfd8ff1e5594ec82e61fdcac1e&pid=1-s2.0-S092552142400468X-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Postharvest Biology and Technology\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S092552142400468X\",\"RegionNum\":1,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"AGRONOMY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Postharvest Biology and Technology","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S092552142400468X","RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRONOMY","Score":null,"Total":0}
Fine localization and functional differentiation of exocarp cell clusters during fruit senescence revealed by single-cell and spatial transcriptomics
The differentiation trajectories of 13 cell clusters in H. undatus during senescence have been revealed by single-cell transcriptome (scRNA-seq) analysis, and the five cell clusters in the exocarp have been found to induce resistance mainly. However, the precise localization and functional differentiation of these five cell clusters remain unclear. In this study, phenotypic changes in the exocarp were recorded, and the ROS production and flavonoid biosynthesis in the exocarp were elucidated. The trajectories of the cell clusters involved in exocarp function were further revealed in scRNA-seq profiles. Through integrated analysis of scRNA-seq and spatial RNA-seq data at resolutions of 0.5, 0.6, and 1.5, using algorithms SingleR, SciBet, CARD, and RCTD, the fine localization of these clusters from the outer to inner layers was achieved. RNA-FISH was used to validate the specific expression of marker genes HuSP2 and HuCEL2 in different locations of the exocarp. Finally, the differentiation trajectories of the five cell clusters were analyzed by selecting highly correlated cells with specific functions for each cluster. The core roles of HuPRP and HuCRRSP55 in the gene regulatory networks of exocarp clusters were revealed. A hypothesis that the five clusters in the exocarp participate in the induction of resistance was proposed.
期刊介绍:
The journal is devoted exclusively to the publication of original papers, review articles and frontiers articles on biological and technological postharvest research. This includes the areas of postharvest storage, treatments and underpinning mechanisms, quality evaluation, packaging, handling and distribution of fresh horticultural crops including fruit, vegetables, flowers and nuts, but excluding grains, seeds and forages.
Papers reporting novel insights from fundamental and interdisciplinary research will be particularly encouraged. These disciplines include systems biology, bioinformatics, entomology, plant physiology, plant pathology, (bio)chemistry, engineering, modelling, and technologies for nondestructive testing.
Manuscripts on fresh food crops that will be further processed after postharvest storage, or on food processes beyond refrigeration, packaging and minimal processing will not be considered.