Institute of Genetic Epidemiology, Medical Center-University of Freiburg, Freiburg, Germany.
Department of Pathology, Virginia Commonwealth University, Richmond, Virginia, USA.
Kidney Int. 2024 Feb;105(2):293-311. doi: 10.1016/j.kint.2023.10.024. Epub 2023 Nov 22.
The kidney medulla is a specialized region with important homeostatic functions. It has been implicated in genetic and developmental disorders along with ischemic and drug-induced injuries. Despite its role in kidney function and disease, the medulla's baseline gene expression and epigenomic signatures have not been well described in the adult human kidney. Here we generated and analyzed gene expression (RNA-seq), chromatin accessibility (ATAC-seq), chromatin conformation (Hi-C) and spatial transcriptomic data from the adult human kidney cortex and medulla. Tissue samples were obtained from macroscopically dissected cortex and medulla of tumor-adjacent normal material in nephrectomy specimens from five male patients. We used these carefully annotated specimens to reassign incorrectly labeled samples in the larger public Genotype-Tissue Expression (GTEx) Project, and to extract meaningful medullary gene expression signatures. Using integrated analysis of gene expression, chromatin accessibility and conformation profiles, we found insights into medulla development and function and then validated this by spatial transcriptomics and immunohistochemistry. Thus, our datasets provide a valuable resource for functional annotation of variants from genome-wide association studies and are freely accessible through an epigenome browser portal.
肾髓质是一个具有重要的体内平衡功能的特殊区域。它与遗传和发育障碍以及缺血和药物诱导的损伤有关。尽管它在肾脏功能和疾病中发挥作用,但在成人肾脏中,其基础基因表达和表观基因组特征尚未得到很好的描述。在这里,我们从 5 名男性患者的肾切除术标本中,从肿瘤相邻正常组织的宏观解剖的皮质和髓质中生成并分析了基因表达(RNA-seq)、染色质可及性(ATAC-seq)、染色质构象(Hi-C)和空间转录组数据。我们使用这些经过精心注释的标本,重新分配了更大的公共基因型-组织表达(GTEx)项目中标记错误的样本,并提取了有意义的髓质基因表达特征。通过对基因表达、染色质可及性和构象谱的综合分析,我们深入了解了髓质的发育和功能,然后通过空间转录组学和免疫组织化学进行了验证。因此,我们的数据集为全基因组关联研究中的变体的功能注释提供了有价值的资源,并且可以通过表观基因组浏览器门户免费访问。