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Cadherin-11, Sparc-related modular calcium binding protein-2, and Pigment epithelium-derived factor are promising non-invasive biomarkers of kidney fibrosis

肾脏疾病 PEDF公司 医学 生物标志物 纤维化 病理 内科学 生物 血管生成 生物化学
作者
Insa M. Schmidt,Mia R. Colona,Bryan Kestenbaum,Leonidas G. Alexopoulos,Ragnar Pálsson,Anand Srivastava,Jing Liu,Isaac E. Stillman,Helmut G. Rennke,Vishal S. Vaidya,Hao Wu,Benjamin D. Humphreys,Sushrut S. Waikar,Richard Knight,Stewart H. Lecker,Isaac E. Stillman,Steve Bogen,Afolarin Amodu,Titlayo Ilori,Shana Maikhor,Insa M. Schmidt,Laurence H. Beck,Joel Henderson,Ingrid Onul,Ashish Verma,Gearoid M. McMahon,M. Todd Valerius,Sushrut S. Waikar,Astrid Weins,Mia R. Colona,Anna Greka,Nir Hacohen,Paul Hoover,Jamie L. Marshall,Mark P. Aulisio,Yijiang M. Chen,Andrew Janowczyk,Catherine Jayapandian,Vidya Sankar Viswanathan,William S. Bush,Dana C. Crawford,Anant Madabhushi,Lakeshia Bush,Leslie Cooperman,Agustin Gonzalez‐Vicente,Leal C. Herlitz,Stacey E. Jolly,Jane Nguyen,John O’Toole,Ellen M. Palmer,Emilio D. Poggio,John R. Sedor,Dianna Sendrey,Kassandra Spates-Harden,Jonathan J. Taliercio,P. M. Bjørnstad,Laura Pyle,Carissa Vinovskis,Paul S. Appelbaum,Olivia Balderes,Jonathan Barasch,Andrew S. Bomback,Pietro A. Canetta,Vivette D. D’Agati,Krzysztof Kiryluk,Satoru Kudose,Karla Mehl,Ning Shang,Shweta Bansal,Theodore Alexandrov,Helmut G. Rennke,Tarek M. El‐Achkar,Daria Barwinska,Sharon Bledso,Katy Börner,Andreas Bueckle,Ying‐Hua Cheng,Pierre C. Dagher,Kenneth W. Dunn,Michael T. Eadon,Michael J. Ferkowicz,Bruce W. Herr,Katherine J. Kelly,Ricardo Melo Ferreira,Ellen M. Quardokus,Elizabeth Record,Marcelino Rivera,Jing Su,Timothy A. Sutton,James C. Williams,Seth Winfree,Yashvardhan Jain,Steven Menez,Chirag R. Parikh,Avi Z. Rosenberg,Celia P. Corona-Villalobos,Yumeng Wen,Camille Johansen,Sylvia E. Rosas,Neil Roy,Jennifer K. Sun,Mark A. Williams,Evren U. Azeloglu,Jens Hansen,Cijang He,Ravi Iyengar,Yuguang Xiong,Pottumarthi V. Prasad,Anand Srivastava,Sethu M. Madhavan,Samir M. Parikh,Brad H. Rovin,John P. Shapiro,Christopher Anderton,Jessica Lukowski,Ljiljana Paša‐Tolić,Dušan Veličković,Gretchen D. Oliver,Joseph Ardayfio,Jack Bebiak,Keith Brown,Taneisha Campbell,Catherine E. Campbell,Lynda Hayashi,Nichole Jefferson,Glenda V. Roberts,John Saul,Anna Shpigel,Christy Stutzke,Robert Koewler,Roy Pinkeney,Rachel Sealfon,Olga G. Troyanskaya,Aaron K. Wong,Katherine R. Tuttle,Ari Pollack,Yury Goltsev,Brandon Ginley,Nicholas Lucarelli,Brendon Lutnick,Pinaki Sarder,Blue B. Lake,Kun Zhang,Patrick Boada,Zoltán Lászik,Garry P. Nolan,Kavya Anjani,Minnie Sarwal,Tariq Mukatash,Tara K. Sigdel,Rita R. Alloway,Ashley R. Burg,Paul J. Lee,Adele Rike,Tiffany Shi,E. Steve Woodle,Heather Ascani,Ulysses J. Balis,Victoria M. Blanc,Ninive C. Conser,Sean Eddy,Renee Frey,Yougqun He,Jeffrey B. Hodgin,Matthias Kretzler,Chrysta Lienczewski,Jinghui Luo,Laura Mariani,Rajasree Menon,Edgar A. Otto,Jennifer A. Schaub,Becky Steck,Michele Elder,Matthew Gilliam,Daniel E. Hall,Raghavan Murugan,Paul M. Palevsky,Parmjeet Randhawa,Matthew R. Rosengart,Mitchell Tublin,Tina Vita,James Winters,John A. Kellum,Charles E. Alpers,Ashley Berglund,Brooke Berry,Kristina N. Blank,Jonas Carson,Stephen Daniel,Ian H. de Boer,Ashveena Dighe,Frederick Dowd,Stephanie M. Grewenow,Jonathan Himmelfarb,Andrew N. Hoofnagle,Christine P. Limonte,Robyn L. McClelland,Sean D. Mooney,Kasra A. Rezaei,Stuart J. Shankland,Jamie Snyder,Ruikang K. Wang,Adam B. Wilcox,Kayleen Williams,Chris Park,Shweta Bansal,Richard Montellano,Annapurna Pamreddy,Kumar Sharma,Manjeri A. Venkatachalam,Hongping Ye,Guanshi Zhang,Mujeeb Basit,S. Susan Hedayati,Asra Kermani,Simon J. Craddock Lee,Christopher Y. Lu,R. Tyler Miller,Orson W. Moe,Jiten Patel,Anil K. Pillai,Kamalanathan K. Sambandam,José Torrealba,Robert D. Toto,Miguél Vázquez,Nancy Wang,Natasha Wen,Dianbo Zhang,Harold S. Park,Richard M. Caprioli,Nathan Heath Patterson,Kavya Sharman,Jeffrey M. Spraggins,Raf Van de Plas,Jeanine Basta,Sabine M. Diettman,Joseph P. Gaut,Sanjay Jain,Michael Rauchman,Anitha Vijayan,Lloyd G. Cantley,Vijaykumar R. Kakade,Dennis G. Moledina,Melissa Shaw,Ugochukwu Ugwuowo,F. Perry Wilson,Tanima Arora
出处
期刊:Kidney International [Elsevier]
卷期号:100 (3): 672-683 被引量:33
标识
DOI:10.1016/j.kint.2021.04.037
摘要

Kidney fibrosis constitutes the shared final pathway of nearly all chronic nephropathies, but biomarkers for the non-invasive assessment of kidney fibrosis are currently not available. To address this, we characterize five candidate biomarkers of kidney fibrosis: Cadherin-11 (CDH11), Sparc-related modular calcium binding protein-2 (SMOC2), Pigment epithelium-derived factor (PEDF), Matrix-Gla protein, and Thrombospondin-2. Gene expression profiles in single-cell and single-nucleus RNA-sequencing (sc/snRNA-seq) datasets from rodent models of fibrosis and human chronic kidney disease (CKD) were explored, and Luminex-based assays for each biomarker were developed. Plasma and urine biomarker levels were measured using independent prospective cohorts of CKD: the Boston Kidney Biopsy Cohort, a cohort of individuals with biopsy-confirmed semiquantitative assessment of kidney fibrosis, and the Seattle Kidney Study, a cohort of patients with common forms of CKD. Ordinal logistic regression and Cox proportional hazards regression models were used to test associations of biomarkers with interstitial fibrosis and tubular atrophy and progression to end-stage kidney disease and death, respectively. Sc/snRNA-seq data confirmed cell-specific expression of biomarker genes in fibroblasts. After multivariable adjustment, higher levels of plasma CDH11, SMOC2, and PEDF and urinary CDH11 and PEDF were significantly associated with increasing severity of interstitial fibrosis and tubular atrophy in the Boston Kidney Biopsy Cohort. In both cohorts, higher levels of plasma and urinary SMOC2 and urinary CDH11 were independently associated with progression to end-stage kidney disease. Higher levels of urinary PEDF associated with end-stage kidney disease in the Seattle Kidney Study, with a similar signal in the Boston Kidney Biopsy Cohort, although the latter narrowly missed statistical significance. Thus, we identified CDH11, SMOC2, and PEDF as promising non-invasive biomarkers of kidney fibrosis. Kidney fibrosis constitutes the shared final pathway of nearly all chronic nephropathies, but biomarkers for the non-invasive assessment of kidney fibrosis are currently not available. To address this, we characterize five candidate biomarkers of kidney fibrosis: Cadherin-11 (CDH11), Sparc-related modular calcium binding protein-2 (SMOC2), Pigment epithelium-derived factor (PEDF), Matrix-Gla protein, and Thrombospondin-2. Gene expression profiles in single-cell and single-nucleus RNA-sequencing (sc/snRNA-seq) datasets from rodent models of fibrosis and human chronic kidney disease (CKD) were explored, and Luminex-based assays for each biomarker were developed. Plasma and urine biomarker levels were measured using independent prospective cohorts of CKD: the Boston Kidney Biopsy Cohort, a cohort of individuals with biopsy-confirmed semiquantitative assessment of kidney fibrosis, and the Seattle Kidney Study, a cohort of patients with common forms of CKD. Ordinal logistic regression and Cox proportional hazards regression models were used to test associations of biomarkers with interstitial fibrosis and tubular atrophy and progression to end-stage kidney disease and death, respectively. Sc/snRNA-seq data confirmed cell-specific expression of biomarker genes in fibroblasts. After multivariable adjustment, higher levels of plasma CDH11, SMOC2, and PEDF and urinary CDH11 and PEDF were significantly associated with increasing severity of interstitial fibrosis and tubular atrophy in the Boston Kidney Biopsy Cohort. In both cohorts, higher levels of plasma and urinary SMOC2 and urinary CDH11 were independently associated with progression to end-stage kidney disease. Higher levels of urinary PEDF associated with end-stage kidney disease in the Seattle Kidney Study, with a similar signal in the Boston Kidney Biopsy Cohort, although the latter narrowly missed statistical significance. Thus, we identified CDH11, SMOC2, and PEDF as promising non-invasive biomarkers of kidney fibrosis. In this issueKidney InternationalVol. 100Issue 3PreviewBased on its effects on metabolism, metformin was postulated to interfere with cyst growth in polycystic kidney disease (PKD). Some preclinical studies supported this hypothesis. Metformin was therefore tested for tolerability and efficacy in TAME PKD (Trial of Metformin Administration in Polycystic Kidney Disease), a phase 2 randomized, controlled trial, by Perrone et al. Metformin was well-tolerated with no episodes of lactic acidosis and no confirmed hypoglycemia. Unfortunately, over the 2 years of the trial, cyst growth was similar in the metformin and placebo arms. Full-Text PDF
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