Cell Type–Specific Expression of Long Noncoding RNAs in Human Diabetic Kidneys Identifies TARID as a Key Regulator of Podocyte Function

Long noncoding RNAs (lncRNAs) play essential roles in cellular processes, often exhibiting cell type–specific expression and influencing kidney function. While single-cell RNA sequencing (scRNA-seq) has advanced our understanding of cellular specificity, past studies focus solely on protein-coding genes. We hypothesize that lncRNAs, due to their cell-specific nature, have crucial functions within particular renal cells and thereby play essential roles in renal cell function and disease. Using single-nucleus RNA-seq (snRNA-seq) data from kidney samples of five healthy individuals and six patients with diabetic kidney disease (DKD), we explored the noncoding transcriptome. Cell type–specific lncRNAs were identified, and their differential expression in DKD was assessed. Integrative analyses included expression quantitative trait loci (eQTL), genome-wide association studies (GWAS) for estimated glomerular filtration rate (eGFR), and gene regulatory networks. Functional studies focused on TCF21 antisense RNA inducing promoter demethylation (TARID), a lncRNA with podocyte-specific expression, to elucidate its role in podocyte health. We identified 174 lncRNAs with cell type–specific expression across kidney cell types. Of these, 54 lncRNAs were differentially expressed in DKD. Integrative analyses, including eQTL data, GWAS results for eGFR, and gene regulatory networks, pinpointed TARID, a podocyte-specific lncRNA, as a key candidate upregulated in DKD. Functional studies confirmed TARID's podocyte-specific expression and revealed its central role in actin cytoskeleton reorganization. Our study provides a comprehensive resource of single-cell lncRNA expression in the human kidney and highlights the importance of cell type–specific lncRNAs in kidney function and disease. Specifically, we demonstrate the functional relevance of TARID in podocyte health. ARTICLE HIGHLIGHTS This study provides a resource for kidney (cell type–specific) long noncoding (lnc)RNA expression and demonstrates the importance of lncRNAs in renal health. We identified 174 cell type-specific lncRNAs in the human kidney, with 54 showing altered expression in diabetic kidney disease. TCF21 antisense RNA inducing promoter demethylation (TARID), a podocyte-specific lncRNA upregulated in diabetic kidney disease, is crucial for actin cytoskeleton reorganization in podocytes.