Single-cell transcriptomic profiling of kidney fibrosis identifies a novel specific fibroblast marker and putative disease target

Background Persistent kidney fibroblast activation and tubular epithelial cell (TEC) injury are key contributors to CKD. However, transcriptional and cellular identities of advanced kidney disease, along with renal fibroblast specific markers and molecular targets contributing to persistent tubular injury, remain elusive. Methods We performed single-cell RNA sequencing with two clinically relevant murine kidney fibrosis models. Day 28 post-injury was chosen to ensure advanced fibrotic disease. Identified gene expression signatures were validated using multiple quantitative molecular analyses. Results We revealed comprehensive single cell transcriptomic profiles of two independent kidney fibrosis models compared to normal control. Both models exhibited key CKD characteristics including renal blood flow decline, inflammatory expansion and proximal tubular loss. We identified novel populations including “secretory”, “migratory” and “contractile” activated fibroblasts, specifically labelled by newly identified fibroblast-specific Gucy1a3 expression. Fibrotic kidneys elicited elevated embryonic and pro-fibrotic signaling, including separate “Embryonic” and “Pro-fibrotic” TEC clusters. Also, fibrosis caused enhanced cell-to-cell crosstalk, particularly between activated fibroblasts and pro-fibrotic TECs. Analysis of factors mediating mesenchymal phenotype in the injured epithelium identified persistent elevation of Ahnak, previously reported in AKI, in both CKD models. AHNAK knockdown in primary human renal proximal tubular epithelial cells induced a pro-fibrotic phenotype and exacerbated TGFβ response via p38, p42/44, pAKT, BMP and MMP signaling. Conclusions Our study comprehensively examined kidney fibrosis in two independent models at the singe-cell resolution, providing a valuable resource for the field. Moreover, we newly identified Gucy1a3 as a kidney activated fibroblast specific marker and validated AHNAK as a putative disease target. Significance Statement Mechanistic understanding of kidney fibrosis is principal for mechanistic understanding and developing targeted strategies against CKD. However, specific markers and molecular targets of key effector cells - activated kidney fibroblasts and injured tubular epithelial cells - remain elusive. Here, we created comprehensive single cell transcriptomic profiles of two clinically relevant kidney fibrosis models. We revealed “secretory”, “contractile” and “migratory” fibroblasts and identified Gucy1a3 as a novel marker selectively labelling all three populations. We revealed that kidney fibrosis elicited remarkable epithelial-to-stromal crosstalk and pro-fibrotic signaling in the tubular cells. Moreover, we mechanistically validated AHNAK as a putative novel kidney injury target in a primary human in vitro model of epithelial-to-mesenchymal transition. Our findings advance understanding of and targeted intervention in fibrotic kidney disease.

[1]  P. Boor,et al.  New Aspects of Kidney Fibrosis–From Mechanisms of Injury to Modulation of Disease , 2022, Frontiers in Medicine.

[2]  Haojia Wu,et al.  Spatially Resolved Transcriptomic Analysis of Acute Kidney Injury in a Female Murine Model , 2021, Journal of the American Society of Nephrology : JASN.

[3]  A. McMahon,et al.  Single-nuclear transcriptomics reveals diversity of proximal tubule cell states in a dynamic response to acute kidney injury , 2021, Proceedings of the National Academy of Sciences.

[4]  P. Taylor,et al.  Single-Nucleus RNA Sequencing Identifies New Classes of Proximal Tubular Epithelial Cells in Kidney Fibrosis , 2021, Journal of the American Society of Nephrology : JASN.

[5]  X. Xuei,et al.  Integration of spatial and single-cell transcriptomics localizes epithelial cell–immune cross-talk in kidney injury , 2021, JCI insight.

[6]  M. Yanagita,et al.  Fibroblast heterogeneity and tertiary lymphoid tissues in the kidney , 2021, Immunological reviews.

[7]  Mingyao Li,et al.  Single cell regulatory landscape of the mouse kidney highlights cellular differentiation programs and disease targets , 2021, Nature Communications.

[8]  C. Gandhi,et al.  MRI Measures of Murine Liver Fibrosis , 2021, Journal of magnetic resonance imaging : JMRI.

[9]  E. Carney The molecular genetics of AKI , 2020, Nature Reviews Nephrology.

[10]  Victor G. Puelles,et al.  Decoding myofibroblast origins in human kidney fibrosis , 2020, Nature.

[11]  S. Potter,et al.  Single-Cell Profiling of AKI in a Murine Model Reveals Novel Transcriptional Signatures, Profibrotic Phenotype, and Epithelial-to-Stromal Crosstalk. , 2020, Journal of the American Society of Nephrology : JASN.

[12]  S. Zhuang,et al.  New Insights Into the Role and Mechanism of Partial Epithelial-Mesenchymal Transition in Kidney Fibrosis , 2020, Frontiers in Physiology.

[13]  J. Björkegren,et al.  Single-cell analysis uncovers fibroblast heterogeneity and criteria for fibroblast and mural cell identification and discrimination , 2020, Nature Communications.

[14]  Chengbo He,et al.  Single‐cell RNA sequencing analysis of human kidney reveals the presence of ACE2 receptor: A potential pathway of COVID‐19 infection , 2020, Molecular genetics & genomic medicine.

[15]  Leonard D. Goldstein,et al.  Single-Cell Transcriptome Profiling of the Kidney Glomerulus Identifies Key Cell Types and Reactions to Injury. , 2020, Journal of the American Society of Nephrology : JASN.

[16]  Haojia Wu,et al.  Cell profiling of mouse acute kidney injury reveals conserved cellular responses to injury , 2020, Proceedings of the National Academy of Sciences.

[17]  P. Devarajan The Current State of the Art in Acute Kidney Injury , 2020, Frontiers in Pediatrics.

[18]  Eunah Chung,et al.  Hnf4a is required for the development of Cdh6-expressing progenitors into proximal tubules in the mouse kidney , 2020, bioRxiv.

[19]  E. Neilson,et al.  Origin and functional heterogeneity of fibroblasts , 2020, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[20]  L. G. Vu,et al.  Global, regional, and national burden of chronic kidney disease, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017 , 2020, The Lancet.

[21]  J. M. Mora-Gutiérrez,et al.  Matrix Metalloproteinases in Diabetic Kidney Disease , 2020, Journal of clinical medicine.

[22]  H. Morgenstern,et al.  US Renal Data System 2019 Annual Data Report: Epidemiology of Kidney Disease in the United States. , 2019, American journal of kidney diseases : the official journal of the National Kidney Foundation.

[23]  A. Oshlack,et al.  Single cell analysis of the developing mouse kidney provides deeper insight into marker gene expression and ligand-receptor crosstalk , 2019, Development.

[24]  C. Altmann,et al.  Matching Human Unilateral AKI, a Reverse Translational Approach to Investigate Kidney Recovery after Ischemia. , 2019, Journal of the American Society of Nephrology : JASN.

[25]  J. Pedraza-Chaverri,et al.  Unilateral Ureteral Obstruction as a Model to Investigate Fibrosis-Attenuating Treatments , 2019, Biomolecules.

[26]  J. Lv,et al.  Prevalence and Disease Burden of Chronic Kidney Disease. , 2019, Advances in experimental medicine and biology.

[27]  Andrew S. Potter,et al.  Dissociation of Tissues for Single-Cell Analysis. , 2019, Methods in molecular biology.

[28]  Christoph Hafemeister,et al.  Comprehensive integration of single cell data , 2018, bioRxiv.

[29]  M. Bennett,et al.  Disease-relevant transcriptional signatures identified in individual smooth muscle cells from healthy mouse vessels , 2018, Nature Communications.

[30]  M. Kennedy,et al.  NMR-based urine metabolic profiling and immunohistochemistry analysis of nephron changes in a mouse model of hypoxia-induced acute kidney injury. , 2018, American journal of physiology. Renal physiology.

[31]  Z. Wang,et al.  Vimentin expression is required for the development of EMT-related renal fibrosis following unilateral ureteral obstruction in mice. , 2018, American journal of physiology. Renal physiology.

[32]  In Hye Lee,et al.  Ahnak promotes tumor metastasis through transforming growth factor-β-mediated epithelial-mesenchymal transition , 2018, Scientific Reports.

[33]  Mingyao Li,et al.  Single-cell transcriptomics of the mouse kidney reveals potential cellular targets of kidney disease , 2018, Science.

[34]  H. Castrop,et al.  Renal Interstitial Platelet-Derived Growth Factor Receptor-β Cells Support Proximal Tubular Regeneration. , 2018, Journal of the American Society of Nephrology : JASN.

[35]  B. Humphreys Mechanisms of Renal Fibrosis. , 2018, Annual review of physiology.

[36]  Hannah A. Pliner,et al.  Reversed graph embedding resolves complex single-cell trajectories , 2017, Nature Methods.

[37]  H. Tan,et al.  Evaluation of Renal Blood Flow in Chronic Kidney Disease Using Arterial Spin Labeling Perfusion Magnetic Resonance Imaging , 2016, Kidney international reports.

[38]  M. Little,et al.  Does Renal Repair Recapitulate Kidney Development? , 2017, Journal of the American Society of Nephrology : JASN.

[39]  Youhua Liu,et al.  Signaling Crosstalk between Tubular Epithelial Cells and Interstitial Fibroblasts after Kidney Injury , 2016, Kidney Diseases.

[40]  B. Vervaet,et al.  Unilateral Renal Ischemia-Reperfusion as a Robust Model for Acute to Chronic Kidney Injury in Mice , 2016, PloS one.

[41]  Evan Z. Macosko,et al.  Highly Parallel Genome-wide Expression Profiling of Individual Cells Using Nanoliter Droplets , 2015, Cell.

[42]  R. Li,et al.  Role of bone morphogenetic protein-7 in renal fibrosis , 2015, Front. Physiol..

[43]  B. Ebert,et al.  Perivascular Gli1+ progenitors are key contributors to injury-induced organ fibrosis. , 2015, Cell stem cell.

[44]  Derek W Wright,et al.  Gateways to the FANTOM5 promoter level mammalian expression atlas , 2015, Genome Biology.

[45]  Roland Eils,et al.  circlize implements and enhances circular visualization in R , 2014, Bioinform..

[46]  A. McMahon,et al.  Translational profiles of medullary myofibroblasts during kidney fibrosis. , 2014, Journal of the American Society of Nephrology : JASN.

[47]  J. Duffield Cellular and molecular mechanisms in kidney fibrosis. , 2014, The Journal of clinical investigation.

[48]  Rafael Kramann,et al.  Differentiated kidney epithelial cells repair injured proximal tubule , 2013, Proceedings of the National Academy of Sciences.

[49]  R. Kramann,et al.  Matrix-Producing Cells in Chronic Kidney Disease: Origin, Regulation, and Activation , 2013, Current Pathobiology Reports.

[50]  R. Kalluri,et al.  Origin and function of myofibroblasts in kidney fibrosis , 2013, Nature Medicine.

[51]  Michel G. Arsenault,et al.  The transcription factor sry‐related HMG box‐4 (SOX4) is required for normal renal development in vivo , 2013, Developmental dynamics : an official publication of the American Association of Anatomists.

[52]  S. Gharib,et al.  Cellular mechanisms of tissue fibrosis. 3. Novel mechanisms of kidney fibrosis. , 2013, American journal of physiology. Cell physiology.

[53]  B. Coulomb,et al.  The myofibroblast, multiple origins for major roles in normal and pathological tissue repair , 2012, Fibrogenesis & tissue repair.

[54]  Y. Fukuda,et al.  Involvement of matrix metalloproteinase-2 in the development of renal interstitial fibrosis in mouse obstructive nephropathy , 2012, Laboratory Investigation.

[55]  Livia Puljak,et al.  The interstitial expression of alpha-smooth muscle actin in glomerulonephritis is associated with renal function , 2012, Medical science monitor : international medical journal of experimental and clinical research.

[56]  Josef Coresh,et al.  Chronic kidney disease , 2012, The Lancet.

[57]  R. Baldock,et al.  The GUDMAP database – an online resource for genitourinary research , 2011, Development.

[58]  M. Yoder,et al.  Ontogeny of CD24 in the human kidney. , 2010, Kidney international.

[59]  P. Zheng,et al.  CD24: from A to Z , 2010, Cellular and Molecular Immunology.

[60]  Jing Chen,et al.  ToppGene Suite for gene list enrichment analysis and candidate gene prioritization , 2009, Nucleic Acids Res..

[61]  D. Brenner,et al.  Pericytes and perivascular fibroblasts are the primary source of collagen-producing cells in obstructive fibrosis of the kidney. , 2008, The American journal of pathology.

[62]  A. Reymond,et al.  Knobloch syndrome: Novel mutations in COL18A1, evidence for genetic heterogeneity, and a functionally impaired polymorphism in endostatin , 2004, Human Mutation.

[63]  S. Paydaş,et al.  The expression of cytoskeletal proteins (α-SMA, vimentin, desmin) in kidney tissue: A comparison of fetal, normal kidneys, and glomerulonephritis , 2004, International Urology and Nephrology.

[64]  Bruce J Aronow,et al.  A catalogue of gene expression in the developing kidney. , 2003, Kidney international.

[65]  P. Igarashi,et al.  Epithelial-specific Cre/lox recombination in the developing kidney and genitourinary tract. , 2002, Journal of the American Society of Nephrology : JASN.

[66]  P. Kingsley,et al.  Osr2, a new mouse gene related to Drosophila odd-skipped, exhibits dynamic expression patterns during craniofacial, limb, and kidney development , 2001, Mechanisms of Development.

[67]  B. Eyden The Myofibroblast: An Assessment of Controversial Issues and a Definition Useful in Diagnosis and Research , 2001, Ultrastructural pathology.

[68]  M. Goulding,et al.  Kidney development in cadherin-6 mutants: delayed mesenchyme-to-epithelial conversion and loss of nephrons. , 2000, Developmental biology.

[69]  D. Salant,et al.  Expression of type I collagen mRNA in glomeruli of rats with passive Heymann nephritis. , 1993, Kidney international.