{"title":"探索肾组织间质细胞的空间分布。","authors":"Jingyun Ou, Huiyi Zeng, Yu Shangguan, Shaodong Luan, Hongwei Wu, Haitao Li, Wenyu Gong, Donge Tang, Xiaojun Tan, Lianghong Yin, Yong Dai","doi":"10.1159/000542501","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Interstitial cells are crucial to the development of kidney structure and function, although the mechanism underlying their role in it remains unclear to date. Our previous study identified cell clusters in human fetal kidney tissue, and we further analyzed the interstitial cell cluster within this context.</p><p><strong>Methods: </strong>We extracted the barcoded cDNA from tissue samples and prepared spatial transcriptome libraries. Sequencing data was quality-checked, normalized, and clusters were identified using Seurat. Single-cell and spatial data were integrated using MIA and cell types were deconvoluted. DEGs in interstitial cells were identified and functionally annotated using DAVID. CellPhoneDB was used to predict ligand-receptor interactions between cell types.</p><p><strong>Results: </strong>The results of the present study revealed that this cluster of interstitial cells appeared to be scattered in the junction between the cortical and medullary regions. The subsequent KEGG pathway analysis revealed that the differentially expressed genes (DEGs) in this cluster of interstitial cells were involved in the WNT signaling pathway. The Gene Ontology (GO) analysis revealed that these DEGs were involved in multiple pathways associated with kidney development, with six of the genes (NKD2, TCF21, WNT5A, WNT4, MDK, and SFRP1) associated with kidney development exhibiting significant upregulation. Accordingly, it was inferred that these interstitial cells might be involved in regulating epithelial cell differentiation, ureteral bud development, and morphogenesis. The subsequent cell-cell communication analysis revealed that the cellular crosstalk was primarily regulated mainly by ligand-receptor pairs. Additionally, 17 genes reported to be associated with kidney disease were focused on, and these genes were found to be predominantly expressed in a single cell type.</p><p><strong>Conclusion: </strong>In summary, the present study revealed the characteristics of a previously identified cluster of interstitial cells in the kidney tissue, thereby providing fresh insights into the process of kidney development.</p>","PeriodicalId":17813,"journal":{"name":"Kidney & blood pressure research","volume":" ","pages":"1-17"},"PeriodicalIF":2.3000,"publicationDate":"2024-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Exploring the spatial distribution of interstitial cells in kidney tissue.\",\"authors\":\"Jingyun Ou, Huiyi Zeng, Yu Shangguan, Shaodong Luan, Hongwei Wu, Haitao Li, Wenyu Gong, Donge Tang, Xiaojun Tan, Lianghong Yin, Yong Dai\",\"doi\":\"10.1159/000542501\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Introduction: </strong>Interstitial cells are crucial to the development of kidney structure and function, although the mechanism underlying their role in it remains unclear to date. Our previous study identified cell clusters in human fetal kidney tissue, and we further analyzed the interstitial cell cluster within this context.</p><p><strong>Methods: </strong>We extracted the barcoded cDNA from tissue samples and prepared spatial transcriptome libraries. Sequencing data was quality-checked, normalized, and clusters were identified using Seurat. Single-cell and spatial data were integrated using MIA and cell types were deconvoluted. DEGs in interstitial cells were identified and functionally annotated using DAVID. CellPhoneDB was used to predict ligand-receptor interactions between cell types.</p><p><strong>Results: </strong>The results of the present study revealed that this cluster of interstitial cells appeared to be scattered in the junction between the cortical and medullary regions. The subsequent KEGG pathway analysis revealed that the differentially expressed genes (DEGs) in this cluster of interstitial cells were involved in the WNT signaling pathway. The Gene Ontology (GO) analysis revealed that these DEGs were involved in multiple pathways associated with kidney development, with six of the genes (NKD2, TCF21, WNT5A, WNT4, MDK, and SFRP1) associated with kidney development exhibiting significant upregulation. Accordingly, it was inferred that these interstitial cells might be involved in regulating epithelial cell differentiation, ureteral bud development, and morphogenesis. The subsequent cell-cell communication analysis revealed that the cellular crosstalk was primarily regulated mainly by ligand-receptor pairs. Additionally, 17 genes reported to be associated with kidney disease were focused on, and these genes were found to be predominantly expressed in a single cell type.</p><p><strong>Conclusion: </strong>In summary, the present study revealed the characteristics of a previously identified cluster of interstitial cells in the kidney tissue, thereby providing fresh insights into the process of kidney development.</p>\",\"PeriodicalId\":17813,\"journal\":{\"name\":\"Kidney & blood pressure research\",\"volume\":\" \",\"pages\":\"1-17\"},\"PeriodicalIF\":2.3000,\"publicationDate\":\"2024-11-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Kidney & blood pressure research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1159/000542501\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"PERIPHERAL VASCULAR DISEASE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Kidney & blood pressure research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1159/000542501","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PERIPHERAL VASCULAR DISEASE","Score":null,"Total":0}
引用次数: 0
摘要
导言:间质细胞对肾脏结构和功能的发育至关重要,但其作用机制至今仍不清楚。我们之前的研究发现了人类胎儿肾脏组织中的细胞群,并在此基础上进一步分析了间质细胞群:我们从组织样本中提取了条形码 cDNA,并制备了空间转录组文库。我们从组织样本中提取了条形码 cDNA,并制备了空间转录组文库。对测序数据进行了质量检查和归一化处理,并使用 Seurat 鉴定了集群。使用 MIA 对单细胞和空间数据进行整合,并对细胞类型进行去卷积。使用 DAVID 对间质细胞中的 DEGs 进行了鉴定和功能注释。CellPhoneDB 被用来预测细胞类型之间配体-受体的相互作用:本研究结果显示,间质细胞群似乎散布在大脑皮层和髓质区域的交界处。随后的KEGG通路分析显示,该间质细胞簇中的差异表达基因(DEGs)参与了WNT信号通路。基因本体(GO)分析显示,这些 DEGs 参与了与肾脏发育相关的多个通路,其中与肾脏发育相关的六个基因(NKD2、TCF21、WNT5A、WNT4、MDK 和 SFRP1)出现了显著上调。据此推断,这些间质细胞可能参与了上皮细胞分化、输尿管芽发育和形态发生的调控。随后的细胞间通讯分析表明,细胞间的串联主要受配体-受体对的调控。此外,研究还关注了 17 个据报道与肾脏疾病相关的基因,发现这些基因主要在单一细胞类型中表达:总之,本研究揭示了以前发现的肾组织间质细胞群的特征,从而为肾脏发育过程提供了新的见解。
Exploring the spatial distribution of interstitial cells in kidney tissue.
Introduction: Interstitial cells are crucial to the development of kidney structure and function, although the mechanism underlying their role in it remains unclear to date. Our previous study identified cell clusters in human fetal kidney tissue, and we further analyzed the interstitial cell cluster within this context.
Methods: We extracted the barcoded cDNA from tissue samples and prepared spatial transcriptome libraries. Sequencing data was quality-checked, normalized, and clusters were identified using Seurat. Single-cell and spatial data were integrated using MIA and cell types were deconvoluted. DEGs in interstitial cells were identified and functionally annotated using DAVID. CellPhoneDB was used to predict ligand-receptor interactions between cell types.
Results: The results of the present study revealed that this cluster of interstitial cells appeared to be scattered in the junction between the cortical and medullary regions. The subsequent KEGG pathway analysis revealed that the differentially expressed genes (DEGs) in this cluster of interstitial cells were involved in the WNT signaling pathway. The Gene Ontology (GO) analysis revealed that these DEGs were involved in multiple pathways associated with kidney development, with six of the genes (NKD2, TCF21, WNT5A, WNT4, MDK, and SFRP1) associated with kidney development exhibiting significant upregulation. Accordingly, it was inferred that these interstitial cells might be involved in regulating epithelial cell differentiation, ureteral bud development, and morphogenesis. The subsequent cell-cell communication analysis revealed that the cellular crosstalk was primarily regulated mainly by ligand-receptor pairs. Additionally, 17 genes reported to be associated with kidney disease were focused on, and these genes were found to be predominantly expressed in a single cell type.
Conclusion: In summary, the present study revealed the characteristics of a previously identified cluster of interstitial cells in the kidney tissue, thereby providing fresh insights into the process of kidney development.
期刊介绍:
This journal comprises both clinical and basic studies at the interface of nephrology, hypertension and cardiovascular research. The topics to be covered include the structural organization and biochemistry of the normal and diseased kidney, the molecular biology of transporters, the physiology and pathophysiology of glomerular filtration and tubular transport, endothelial and vascular smooth muscle cell function and blood pressure control, as well as water, electrolyte and mineral metabolism. Also discussed are the (patho)physiology and (patho) biochemistry of renal hormones, the molecular biology, genetics and clinical course of renal disease and hypertension, the renal elimination, action and clinical use of drugs, as well as dialysis and transplantation. Featuring peer-reviewed original papers, editorials translating basic science into patient-oriented research and disease, in depth reviews, and regular special topic sections, ''Kidney & Blood Pressure Research'' is an important source of information for researchers in nephrology and cardiovascular medicine.