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Humphreys, B.

Publications and source records attributed to Humphreys, B..

10 recordsLinked to original sources
bioRxiv2025

Androgens Drive SOX9 Upregulation in Injured Proximal Tubular Cells

IntroductionSex influences susceptibility, recovery, and long-term outcomes after acute kidney injury (AKI) in humans. Rodent models have been invaluable for elucidating AKI mechanisms; however, most studies have focused on males, assuming direct applicability to females, an assumption that remains largely untested. In males, the transcription factor SOX9 regulates injury-associated proximal tubule cell states, supporting survival during injury but also contributing to maladaptive repair. Given the well-described role of SOX9 in sex determination during development and its emerging importance in AKI, we investigated whether it mediates sex-specific tubular responses in the adult kidney. MethodsWe first optimized differential ischemic and cisplatin conditions in males and females to generate injury-matched models. We then used these models to ask whether proximal tubular cell responses, particularly Sox9 upregulation, are sex dependent. Tubule-specific knockout models of Sox9, Sox4, Sox11, Vgf, Zfp24, and the androgen receptor (Ar), along with gonadectomy and hormone replacement studies, combined with gene and protein analyses, were used to define regulatory networks. ResultsIn both ischemic and nephrotoxic AKI, SOX9 expression was markedly blunted in females, with levels more than fivefold lower than in males. While injury biomarkers such as NGAL and KIM1 were equally induced in both sexes, Sox9 and its downstream target Vgf showed markedly reduced induction in females, whereas the upstream regulator Zfp24 was functionally relevant only in males. Deletion of Sox9, Zfp24, or Vgf worsened injury in males but not in females. In contrast, Sox4 and Sox11 were equally upregulated and protective in both sexes. Castration or proximal tubule-specific deletion of Ar in males abolished Sox9 induction, establishing a testosterone-dependent regulatory axis. ConclusionsThese findings define a hormone-driven, male-specific tubular repair program and demonstrate that injury and recovery pathways differ fundamentally between sexes, underscoring the need for sex-inclusive therapeutic strategies for AKI. Translational StatementSex influences susceptibility and outcomes after AKI, but the molecular basis remains unclear. SOX9, a transcription factor recently identified as one of the most highly upregulated genes in proximal tubular cells during AKI in both mice and humans, has been presumed to mediate a universal protective program. Using injury-matched murine models of AKI, we now demonstrate that this response is restricted to males, driven by testosterone and androgen receptor signaling, while SOX9 induction is markedly blunted and functionally dispensable in females. These findings reveal that tubular protective pathways differ fundamentally between sexes despite equivalent injury severity. Because SOX9 activation confers epithelial protection in males, therapeutic targeting of this pathway may have clinical relevance primarily in male patients. These data underscore the importance of incorporating biological sex into mechanistic, translational, and clinical studies of kidney injury and recovery.

cell biology↗
bioRxiv2025

Cell Type-Specific and Diabetic Kidney Disease-Associated Expression of Long Non-Coding RNAs in Human Kidneys

BackgroundLong non-coding 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. MethodsUsing single-nucleus RNA sequencing (snRNA-seq) data from kidney samples of five healthy individuals and six DKD patients, we explored the non-coding 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 TARID, a lncRNA with podocyte-specific expression, to elucidate its role in podocyte health. Resultswe identified 349 lncRNAs with cell type-specific expression across kidney cell types. Of these, 104 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 TARIDs podocyte-specific expression and revealed its central role in actin cytoskeleton reorganization, a critical process in podocyte health. ConclusionsOur 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. This work underscores the utility of integrating scRNA-seq with functional genomics to uncover novel regulatory mechanisms in kidney biology. Key pointsO_LIThis provides a resource for kidney (cell type-specific) lncRNA expression and demonstrates the importance of lncRNAs in renal health. C_LIO_LIWe identified 349 cell type-specific lncRNAs in the human kidney, with 104 showing altered expression in diabetic kidney disease (DKD). C_LIO_LITARID, a podocyte-specific lncRNA upregulated in DKD, is crucial for actin cytoskeleton reorganization in podocytes. C_LI

bioinformatics↗
bioRxiv2025

The thin descending limb of the loop of Henle originates from proximal tubule cells during mouse kidney development

BackgroundThe thin descending limb of the loop of Henle is crucial for urine concentration, as it facilitates passive water reabsorption. Despite its importance, little is known about how this nephron segment forms during kidney development. MethodsWe assembled a large single-cell RNA sequencing (scRNA-seq) dataset by integrating multiple datasets of non-mutant developing mouse kidneys to identify developing thin descending limb cells. To test whether those cells originate from proximal tubule cells, we generated a proximal tubule-specific Cre line, Slc34a1eGFPCre, and conducted lineage tracing. Additionally, given that the transcription factor Hnf4a directly binds to the Aqp1 gene, we examined whether the loss of Hnf4a affects Aqp1 expression in thin descending limb cells. ResultsFrom our scRNA-seq dataset, we identified a small cluster of cells distinct from both the proximal tubule and the thick ascending limb of the loop of Henle. Those cells exhibited high expression of thin descending limb marker genes, including Aqp1 and Bst1. Notably, a subset of proximal tubule cells also expressed thin descending limb marker genes, suggesting that proximal tubule cells may give rise to thin descending limb cells. Using lineage tracing with the Slc34a1eGFPCre line, we found that, at least, a subset of thin descending limb cells are descendants of proximal tubule cells. Furthermore, the loss of Hnf4a, a transcription factor essential for mature proximal tubule cell formation, disrupted proper Aqp1 expression in thin descending limb cells, providing additional evidence of a developmental link between proximal tubule cells and thin descending limb cells. ConclusionOur findings shed new light on the developmental origin of thin descending limb cells and highlight the importance of Hnf4a in regulating their formation. Key PointsO_LIReference single cell RNA-seq dataset of the developing mouse kidney was assembled and used to identify the thin descending limb of the loop of Henle. C_LIO_LILineage analysis of proximal tubules in the mouse kidney shows that proximal tubule cells give rise to the thin descending limb of the loop of Henle. C_LIO_LIDeletion of Hnf4a disrupts the expression of Aqp1 in the thin descending limb of the loop of Henle, highlighting a developmental link between proximal tubules and the loop of Henle. C_LI

developmental biology↗
bioRxiv2024

A unique subset of pericystic endothelium associates with aberrant microvascular remodelling and impaired blood perfusion early in polycystic kidney disease

Hallmarks of autosomal dominant polycystic kidney disease (ADPKD), the most common hereditary kidney anomaly, include expanding fluid-filled epithelial cysts, inflammation, and fibrosis. Despite previous work showing the potential of vascular-based therapies, renal microvascular alterations in ADPKD, and their timing, are poorly understood. Using single-cell transcriptomics of human kidney microvasculature, we identify a population of endothelial cells adjacent to cysts in ADPKD. This pericystic endothelium, distinguishable by its expression of osteopontin (SPP1), has a distinct molecular profile compared to the common endothelial cell injury signature in other kidney diseases. SPP1+ pericystic endothelium was also present in an orthologous mouse model of ADPKD before overt kidney functional decline. By interrogating geometric, topological and fractal properties from three-dimensional imaging of early ADPKD mouse kidneys, we show that pericystic endothelium associates with disorganisation and non-uniformity of the renal cortical microvasculature. Concurrently, we detected region-specific reductions in cortical blood flow within ADPKD murine kidneys using arterial spin labelling. We conclude that ADPKD kidneys contain a unique subset of endothelium manifesting with aberrant remodelling and impaired blood perfusion. Its detection, prior to renal functional decline, advocates the vasculature as a therapeutic target to modulate or preserve renal function in early ADPKD.

pathology↗
bioRxiv2023

Genetically engineering endothelial niche in human kidney organoids enables multilineage maturation, vascularization, and de novo cell types

Vascularization plays a critical role in organ maturation and cell type development. Drug discovery, organ mimicry, and ultimately transplantation in a clinical setting thereby hinges on achieving robust vascularization of in vitro engineered organs. Here, focusing on human kidney organoids, we overcome this hurdle by combining an inducible ETS translocation variant 2 (ETV2) human induced pluripotent stem cell (iPSC) line, which directs endothelial fate, with a non-transgenic iPSC line in suspension organoid culture. The resulting human kidney organoids show extensive vascularization by endothelial cells with an identity most closely related to endogenous kidney endothelia. Vascularized organoids also show increased maturation of nephron structures including more mature podocytes with improved marker expression, foot process interdigitation, an associated fenestrated endothelium, and the presence of renin+ cells. The creation of an engineered vascular niche capable of improving kidney organoid maturation and cell type complexity is a significant step forward in the path to clinical translation. Furthermore, this approach is orthogonal to native tissue differentiation paths, hence readily adaptable to other organoid systems and thus has the potential for a broad impact on basic and translational organoid studies. Translational StatementDeveloping therapies for patients with kidney diseases relies on a morphologically and physiologically representative in vitro model. Human kidney organoids are an attractive model to recapitulate kidney physiology, however, they are limited by the absence of a vascular network and mature cell populations. In this work, we have generated a genetically inducible endothelial niche that, when combined with an established kidney organoid protocol, induces the maturation of a robust endothelial cell network, induces a more mature podocyte population, and induces the emergence a functional renin population. This advance significantly increases the clinical relevance of human kidney organoids for etiological studies of kidney disease and future regenerative medicine strategies. Graphical AbstractGenetically engineered endothelial niche induces mature cell populations in human kidney organoids O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=100 SRC="FIGDIR/small/542848v1_ufig1.gif" ALT="Figure 1"> View larger version (35K): org.highwire.dtl.DTLVardef@1b129d4org.highwire.dtl.DTLVardef@313ae3org.highwire.dtl.DTLVardef@111c91org.highwire.dtl.DTLVardef@16a8d45_HPS_FORMAT_FIGEXP M_FIG C_FIG

bioengineering↗
bioRxiv2022

Predicting regulators of epithelial cell state through regularized regression analysis of single cell multiomic sequencing

Chronic disease processes are marked by cell-specific transcriptomic and epigenomic changes. Single nucleus joint RNA- and ATAC-seq offers an opportunity to study the gene regulatory networks underpinning these changes in order to identify key regulatory drivers. We developed a regularized regression approach, RENIN, (Regulatory Network Inference) to construct genome-wide parametric gene regulatory networks using multiomic datasets. We generated a single nucleus multiomic dataset from seven adult human kidney biopsies and applied RENIN to study drivers of a failed injury response associated with kidney disease. We demonstrate that RENIN is highly effective tool at predicting key cis- and trans-regulatory elements.

genomics↗
bioRxiv2022

Multimodal single cell sequencing of human diabetic kidney disease implicates chromatin accessibility and genetic background in disease progression

Multimodal single cell sequencing is a powerful tool for interrogating cell-specific changes in transcription and chromatin accessibility. We performed single nucleus RNA (snRNA-seq) and assay for transposase accessible chromatin sequencing (snATAC-seq) on human kidney cortex from donors with and without diabetic kidney disease (DKD) to identify altered signaling pathways and transcription factors associated with DKD. Both snRNA-seq and snATAC-seq had an increased proportion of VCAM1+ injured proximal tubule cells (PT_VCAM1) in DKD samples. PT_VCAM1 has a pro-inflammatory expression signature and transcription factor motif enrichment implicated NFkB signaling. We used stratified linkage disequilibrium score regression to partition heritability of kidney-function-related traits using publicly-available GWAS summary statistics. Cell-specific PT_VCAM1 peaks were enriched for heritability of chronic kidney disease (CKD), suggesting that genetic background may regulate chromatin accessibility and DKD progression. snATAC-seq found cell-specific differentially accessible regions (DAR) throughout the nephron that change accessibility in DKD and these regions were enriched for glucocorticoid receptor (GR) motifs. Changes in chromatin accessibility were associated with decreased expression of insulin receptor, increased gluconeogenesis, and decreased expression of the GR cytosolic chaperone, FKBP5, in the diabetic proximal tubule. Cleavage under targets and release using nuclease (CUT&RUN) profiling of GR binding in bulk kidney cortex and an in vitro model of the proximal tubule (RPTEC) showed that DAR co-localize with GR binding sites. CRISPRi silencing of GR response elements (GRE) in the FKBP5 gene body reduced FKBP5 expression in RPTEC, suggesting that reduced FKBP5 chromatin accessibility in DKD may alter cellular response to GR. We developed an open-source tool for single cell allele specific analysis (SALSA) to model the effect of genetic background on gene expression. Heterozygous germline single nucleotide variants (SNV) in proximal tubule ATAC peaks were associated with allele-specific chromatin accessibility and differential expression of target genes within cis-coaccessibility networks. Partitioned heritability of proximal tubule ATAC peaks with a predicted allele-specific effect was enriched for eGFR, suggesting that genetic background may modify DKD progression in a cell-specific manner.

genomics↗
bioRxiv2020

Single cell transcriptional and chromatin accessibility profiling redefine cellular heterogeneity in the adult human kidney

The integration of single cell transcriptome and chromatin accessibility datasets enables a deeper understanding of cell heterogeneity. We performed single nucleus ATAC (snATAC-seq) and RNA (snRNA-seq) sequencing to generate paired, cell-type-specific chromatin accessibility and transcriptional profiles of the adult human kidney. We demonstrate that snATAC-seq is comparable to snRNA-seq in the assignment of cell identity and can further refine our understanding of functional heterogeneity in the nephron. The majority of differentially accessible chromatin regions are localized to promoters and a significant proportion are closely-associated with differentially expressed genes. Cell-type-specific enrichment of transcription factor binding motifs implicates the activation of NF{kappa}B that promotes VCAM1 expression and drives transition between a subpopulation of proximal tubule epithelial cells. These datasets can be visualized at this resource: http://humphreyslab.com/SingleCell/. Our multi-omics approach improves the ability to detect unique cell states within the kidney and redefines cellular heterogeneity in the proximal tubule and thick ascending limb.

genomics↗
bioRxiv2020

Cell profiling of mouse acute kidney injury reveals conserved cellular responses to injury

After acute kidney injury (AKI), patients either recover or alternatively develop fibrosis and chronic kidney disease. Interactions between injured epithelia, stroma and inflammatory cells determine whether kidneys repair or undergo fibrosis, but the molecular events that drive these processes are poorly understood. Here, we use single nucleus RNA sequencing of a mouse model of AKI to characterize cell states during repair from acute injury. We identify a distinct proinflammatory and profibrotic proximal tubule cell state that fails to repair. Deconvolution of bulk RNA-seq datasets indicates that this "failed-repair proximal tubule cell" or FR-PTC, state can be detected in other models of kidney injury, increasing in the aging rat kidney and over time in human kidney allografts. We also describe dynamic intercellular communication networks and discern transcriptional pathways driving successful vs. failed repair. Our study provides a detailed description of cellular responses after injury and suggests that the FR-PTC state may represent a therapeutic target to improve repair. Significance StatementSingle nucleus RNA sequencing revealed gene expression changes during repair after acute kidney injury. We describe a small population of proximal tubule cells that fail to repair (FR-PTC). Since this subpopulation expresses abundant pro-inflammatory and profibrotic genes, it may represent a new therapeutic target to improve repair and reduce fibrosis after AKI.

genomics↗