{"title":"克服白质中 mRNA 表达量低的问题:从大型动物视神经中提取 RNA 进行转录组分析的方案。","authors":"Zhonghao Yu, Yue Guan, Tian Xia, Xuanwen Li, Mingyue Liu, Yujia Huo, Zhuowei Wang, Zhirong Liu, Yuting Luo, Wentao Yan, Lanfang Sun, Wencan Wu, Baoguo Shen, Yikui Zhang","doi":"10.1167/iovs.65.13.25","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>White matter (WM) abnormalities are associated with various central nervous system (CNS) disorders, and the optic nerve provides a unique opportunity to study WM pathology. Large animal models offer a more suitable platform for preclinical testing of novel therapeutic strategies for optic neuropathy due to their similarities to humans in size and relevant anatomy. Transcriptomic analyses of optic nerve tissue are essential for understanding the underlying pathological mechanisms. However, extracting high-quality RNA from the optic nerve in large animals remains challenging.</p><p><strong>Methods: </strong>We utilized in situ hybridization and single-nucleus RNA sequencing (snRNA-seq) to examine mRNA expression in WM cells and gray matter (GM) cells.</p><p><strong>Results: </strong>We discovered that mRNA expression levels in WM cells were only 15% to 66% of those in GM neurons. To overcome the low mRNA yield, we developed a specialized RNA extraction protocol for the intra-canalicular optic nerve in large animal models, achieving an RNA integrity number (RIN) of 6.8 ± 0.06. For single-cell transcriptomics (scRNA-seq), we obtained a cell density of 1.0 × 105 cells/µL, cell viability of 93% ± 1.84%, and an agglomeration rate of 5.37% ± 0.75%. This approach is also applicable for postmortem human optic nerve with a RIN of 8.3 ± 0.3 using snRNA-seq.</p><p><strong>Conclusions: </strong>We first discovered that the mRNA expression in the WM was significantly lower than that in the GM. Our RNA extraction protocol from large animal models enhances transparency and reproducibility in transcriptomic studies of optic nerve and other WM tissues.</p>","PeriodicalId":14620,"journal":{"name":"Investigative ophthalmology & visual science","volume":"65 13","pages":"25"},"PeriodicalIF":5.0000,"publicationDate":"2024-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11572753/pdf/","citationCount":"0","resultStr":"{\"title\":\"Overcoming Low mRNA Expression in White Matter: A Protocol for RNA Extraction From the Optic Nerve in Large Animals for Transcriptomic Analysis.\",\"authors\":\"Zhonghao Yu, Yue Guan, Tian Xia, Xuanwen Li, Mingyue Liu, Yujia Huo, Zhuowei Wang, Zhirong Liu, Yuting Luo, Wentao Yan, Lanfang Sun, Wencan Wu, Baoguo Shen, Yikui Zhang\",\"doi\":\"10.1167/iovs.65.13.25\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>White matter (WM) abnormalities are associated with various central nervous system (CNS) disorders, and the optic nerve provides a unique opportunity to study WM pathology. Large animal models offer a more suitable platform for preclinical testing of novel therapeutic strategies for optic neuropathy due to their similarities to humans in size and relevant anatomy. Transcriptomic analyses of optic nerve tissue are essential for understanding the underlying pathological mechanisms. However, extracting high-quality RNA from the optic nerve in large animals remains challenging.</p><p><strong>Methods: </strong>We utilized in situ hybridization and single-nucleus RNA sequencing (snRNA-seq) to examine mRNA expression in WM cells and gray matter (GM) cells.</p><p><strong>Results: </strong>We discovered that mRNA expression levels in WM cells were only 15% to 66% of those in GM neurons. To overcome the low mRNA yield, we developed a specialized RNA extraction protocol for the intra-canalicular optic nerve in large animal models, achieving an RNA integrity number (RIN) of 6.8 ± 0.06. For single-cell transcriptomics (scRNA-seq), we obtained a cell density of 1.0 × 105 cells/µL, cell viability of 93% ± 1.84%, and an agglomeration rate of 5.37% ± 0.75%. This approach is also applicable for postmortem human optic nerve with a RIN of 8.3 ± 0.3 using snRNA-seq.</p><p><strong>Conclusions: </strong>We first discovered that the mRNA expression in the WM was significantly lower than that in the GM. Our RNA extraction protocol from large animal models enhances transparency and reproducibility in transcriptomic studies of optic nerve and other WM tissues.</p>\",\"PeriodicalId\":14620,\"journal\":{\"name\":\"Investigative ophthalmology & visual science\",\"volume\":\"65 13\",\"pages\":\"25\"},\"PeriodicalIF\":5.0000,\"publicationDate\":\"2024-11-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11572753/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Investigative ophthalmology & visual science\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1167/iovs.65.13.25\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"OPHTHALMOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Investigative ophthalmology & visual science","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1167/iovs.65.13.25","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OPHTHALMOLOGY","Score":null,"Total":0}
Overcoming Low mRNA Expression in White Matter: A Protocol for RNA Extraction From the Optic Nerve in Large Animals for Transcriptomic Analysis.
Purpose: White matter (WM) abnormalities are associated with various central nervous system (CNS) disorders, and the optic nerve provides a unique opportunity to study WM pathology. Large animal models offer a more suitable platform for preclinical testing of novel therapeutic strategies for optic neuropathy due to their similarities to humans in size and relevant anatomy. Transcriptomic analyses of optic nerve tissue are essential for understanding the underlying pathological mechanisms. However, extracting high-quality RNA from the optic nerve in large animals remains challenging.
Methods: We utilized in situ hybridization and single-nucleus RNA sequencing (snRNA-seq) to examine mRNA expression in WM cells and gray matter (GM) cells.
Results: We discovered that mRNA expression levels in WM cells were only 15% to 66% of those in GM neurons. To overcome the low mRNA yield, we developed a specialized RNA extraction protocol for the intra-canalicular optic nerve in large animal models, achieving an RNA integrity number (RIN) of 6.8 ± 0.06. For single-cell transcriptomics (scRNA-seq), we obtained a cell density of 1.0 × 105 cells/µL, cell viability of 93% ± 1.84%, and an agglomeration rate of 5.37% ± 0.75%. This approach is also applicable for postmortem human optic nerve with a RIN of 8.3 ± 0.3 using snRNA-seq.
Conclusions: We first discovered that the mRNA expression in the WM was significantly lower than that in the GM. Our RNA extraction protocol from large animal models enhances transparency and reproducibility in transcriptomic studies of optic nerve and other WM tissues.
期刊介绍:
Investigative Ophthalmology & Visual Science (IOVS), published as ready online, is a peer-reviewed academic journal of the Association for Research in Vision and Ophthalmology (ARVO). IOVS features original research, mostly pertaining to clinical and laboratory ophthalmology and vision research in general.