{"title":"建立单细胞RNA转录组学:简要指南","authors":"Alison G. Cole","doi":"10.1186/s12983-025-00579-x","DOIUrl":null,"url":null,"abstract":"Single cell RNA sequencing is a tool for evaluating the specific transcriptome usage of different cell types within an organism. By tagging mRNA molecules from single cells or nuclei, a non-biased assay of the active transcriptome is captured. The method relies on high-quality cell suspensions, which can be challenging to obtain from whole organisms. While the costs per cell are rapidly falling as this technology matures, there is still a requirement for a non-trivial economic investment. Data analyses pipelines are also rapidly maturing, yet gold standards for data integration methods and trajectory inference are still lacking. Here, I review the standard procedures for generating these data from emerging models and highlight prerequisites to consider during project design, including the choice between cells and nuclei, fresh or fixed material, target capture numbers and methods, sequencing depth, and finally expected analysis outcomes.","PeriodicalId":55142,"journal":{"name":"Frontiers in Zoology","volume":"37 1","pages":""},"PeriodicalIF":2.6000,"publicationDate":"2025-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Establishing single cell RNA transcriptomics: a brief guide\",\"authors\":\"Alison G. Cole\",\"doi\":\"10.1186/s12983-025-00579-x\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Single cell RNA sequencing is a tool for evaluating the specific transcriptome usage of different cell types within an organism. By tagging mRNA molecules from single cells or nuclei, a non-biased assay of the active transcriptome is captured. The method relies on high-quality cell suspensions, which can be challenging to obtain from whole organisms. While the costs per cell are rapidly falling as this technology matures, there is still a requirement for a non-trivial economic investment. Data analyses pipelines are also rapidly maturing, yet gold standards for data integration methods and trajectory inference are still lacking. Here, I review the standard procedures for generating these data from emerging models and highlight prerequisites to consider during project design, including the choice between cells and nuclei, fresh or fixed material, target capture numbers and methods, sequencing depth, and finally expected analysis outcomes.\",\"PeriodicalId\":55142,\"journal\":{\"name\":\"Frontiers in Zoology\",\"volume\":\"37 1\",\"pages\":\"\"},\"PeriodicalIF\":2.6000,\"publicationDate\":\"2025-09-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Frontiers in Zoology\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1186/s12983-025-00579-x\",\"RegionNum\":2,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ZOOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Zoology","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1186/s12983-025-00579-x","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ZOOLOGY","Score":null,"Total":0}
Establishing single cell RNA transcriptomics: a brief guide
Single cell RNA sequencing is a tool for evaluating the specific transcriptome usage of different cell types within an organism. By tagging mRNA molecules from single cells or nuclei, a non-biased assay of the active transcriptome is captured. The method relies on high-quality cell suspensions, which can be challenging to obtain from whole organisms. While the costs per cell are rapidly falling as this technology matures, there is still a requirement for a non-trivial economic investment. Data analyses pipelines are also rapidly maturing, yet gold standards for data integration methods and trajectory inference are still lacking. Here, I review the standard procedures for generating these data from emerging models and highlight prerequisites to consider during project design, including the choice between cells and nuclei, fresh or fixed material, target capture numbers and methods, sequencing depth, and finally expected analysis outcomes.
期刊介绍:
Frontiers in Zoology is an open access, peer-reviewed online journal publishing high quality research articles and reviews on all aspects of animal life.
As a biological discipline, zoology has one of the longest histories. Today it occasionally appears as though, due to the rapid expansion of life sciences, zoology has been replaced by more or less independent sub-disciplines amongst which exchange is often sparse. However, the recent advance of molecular methodology into "classical" fields of biology, and the development of theories that can explain phenomena on different levels of organisation, has led to a re-integration of zoological disciplines promoting a broader than usual approach to zoological questions. Zoology has re-emerged as an integrative discipline encompassing the most diverse aspects of animal life, from the level of the gene to the level of the ecosystem.
Frontiers in Zoology is the first open access journal focusing on zoology as a whole. It aims to represent and re-unite the various disciplines that look at animal life from different perspectives and at providing the basis for a comprehensive understanding of zoological phenomena on all levels of analysis. Frontiers in Zoology provides a unique opportunity to publish high quality research and reviews on zoological issues that will be internationally accessible to any reader at no cost.
The journal was initiated and is supported by the Deutsche Zoologische Gesellschaft, one of the largest national zoological societies with more than a century-long tradition in promoting high-level zoological research.