[en] [en] BACKGROUND: Autosomal dominant polycystic kidney disease (ADPKD) demonstrates broad genetic and phenotypic variability, with kidney failure (KF) occurring across a wide age spectrum. Despite several predictor tools, there remains a need to identify factors associated with rapid disease progression. This study describes the phenotypic characteristics of a multicentric cohort experiencing early-onset KF by age 40.
METHODS: This retrospective, multicenter cohort study analyzed longitudinal data of rapidly progressive ADPKD patients (n = 199). The prevalence of established risk factors was compared to nine existing ADPKD cohorts (ntotal = 6782) with KF after 40 years of age. We examined the longitudinal impact of early hypertension and urological events on the risk of developing KF.
RESULTS: The median age at ADPKD diagnosis was 22.3 years (IQR, 16.5-28.6) and median age of KF was 35.6 years (31.7-38.0). Hypertension was observed in 68.1% of cases, with early-onset hypertension being more common among those with accelerated progression towards KF. Urological events were present in 60.1% of cases, with a high burden of gross hematuria (30.4%). Existing ADPKD cohorts had a mean age of 45.5 years, with weighted prevalences of hypertension (71.1%), kidney stones (22.4%), hematuria (22.9%), and urinary tract infections (22.8%). Extrarenal manifestations were less prevalent compared to other ADPKD cohorts.
CONCLUSION: This study outlines a cohort of ADPKD patients with accelerated disease progression, reaching KF before age 40. Hypertension and urological events were highly prevalent at a young age, emphasizing the importance of early and regular blood pressure monitoring.
Disciplines :
Urology & nephrology
Author, co-author :
Wigerinck, Stijn; PKD Research Group, Laboratory of Ion Channel Research, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium ; Division of Nephrology and Hypertension, Mayo Clinic, Rochester, MN, USA
Schellekens, Pieter; PKD Research Group, Laboratory of Ion Channel Research, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium ; Nephrology and Renal Transplantation Research Group, Dept. of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
Smith, Byron H; Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
Hanna, Christian; Division of Nephrology and Hypertension, Mayo Clinic, Rochester, MN, USA ; Division of Pediatric Nephrology and Hypertension, Mayo Clinic, Rochester, MN, USA
Dachy, Angélique ; Université de Liège - ULiège > Département des sciences cliniques > Médecine générale ; PKD Research Group, Laboratory of Ion Channel Research, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium
Chedid, Maroun; Division of Nephrology and Hypertension, Mayo Clinic, Rochester, MN, USA
Borghol, Abdul Hamid; Division of Nephrology and Hypertension, Mayo Clinic, Jacksonville, FL, USA
Senum, Sarah R; Division of Nephrology and Hypertension, Mayo Clinic, Rochester, MN, USA ; Department of Artificial Intelligence & Informatics, Mayo Clinic, Rochester, MN, USA
Bockenhauer, Detlef; PKD Research Group, Laboratory of Ion Channel Research, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium ; Department of Pediatric Nephrology, University Hospitals Leuven, Herestraat 49, B-3000, Leuven, Belgium
Harris, Peter C; Division of Nephrology and Hypertension, Mayo Clinic, Rochester, MN, USA ; Department of Biochemistry and Molecular Biology, Mayo Clinic, Rochester, MN, USA
Jouret, François ; Université de Liège - ULiège > Département des sciences cliniques > Néphrologie
Bammens, Bert; PKD Research Group, Laboratory of Ion Channel Research, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium ; Nephrology and Renal Transplantation Research Group, Dept. of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium
Chebib, Fouad T; Division of Nephrology and Hypertension, Mayo Clinic, Jacksonville, FL, USA
Mekahli, Djalila ; PKD Research Group, Laboratory of Ion Channel Research, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium. djalila.mekahli@uzleuven.be ; Department of Pediatric Nephrology, University Hospitals Leuven, Herestraat 49, B-3000, Leuven, Belgium. djalila.mekahli@uzleuven.be
T. Suwabe S. Shukoor A.M. Chamberlain J.M. Killian B.F. King M. Edwards S.R. Senum C.D. Madsen F.T. Chebib M.C. Hogan E. Cornec-Le Gall P.C. Harris V.E. Torres Epidemiology of autosomal dominant polycystic kidney disease in Olmsted County Clin J Am Soc Nephrol 15 69 79 1:CAS:528:DC%2BB3cXhslGns77F 10.2215/CJN.05900519 31791998
P.A. Gabow Autosomal dominant polycystic kidney disease N Engl J Med 329 332 342 1:STN:280:DyaK3szgvFGitw%3D%3D 10.1056/NEJM199307293290508 8321262
N. Hateboer M.A.V. Dijk N. Bogdanova E. Coto A.K. Saggar-Malik J.L.S. Millan R. Torra M. Breuning D. Ravine Comparison of phenotypes of polycystic kidney disease types 1 and 2 Lancet 353 103 107 1:STN:280:DyaK1M7ks1Gjsg%3D%3D 10.1016/s0140-6736(98)03495-3 10023895
E. Cornec-Le Gall M.P. Audrezet J.M. Chen M. Hourmant M.P. Morin R. Perrichot C. Charasse B. Whebe E. Renaudineau P. Jousset M.P. Guillodo A. Grall-Jezequel P. Saliou C. Ferec Y. Le Meur Type of PKD1 mutation influences renal outcome in ADPKD J Am Soc Nephrol 24 1006 1013 1:CAS:528:DC%2BC3sXpslCksrw%3D 10.1681/ASN.2012070650 23431072 3665389
E. Cornec-Le Gall M.P. Audrezet A. Rousseau M. Hourmant E. Renaudineau C. Charasse M.P. Morin M.C. Moal J. Dantal B. Wehbe R. Perrichot T. Frouget C. Vigneau J. Potier P. Jousset M.P. Guillodo P. Siohan N. Terki T. Sawadogo D. Legrand V. Menoyo-Calonge S. Benarbia D. Besnier H. Longuet C. Ferec Y. Le Meur The PROPKD score: a new algorithm to predict renal survival in autosomal dominant polycystic kidney disease J Am Soc Nephrol 27 942 951 1:CAS:528:DC%2BC2sXltFKqug%3D%3D 10.1681/ASN.2015010016 26150605
E. Cornec-Le Gall M.P. Audrézet E. Renaudineau M. Hourmant C. Charasse E. Michez T. Frouget C. Vigneau J. Dantal P. Siohan H. Longuet P. Gatault L. Ecotière F. Bridoux L. Mandart C. Hanrotel-Saliou C. Stanescu P. Depraetre S. Gie M. Massad A. Kersalé G. Séret J.F. Augusto P. Saliou S. Maestri J.M. Chen P.C. Harris C. Férec Y. Le Meur PKD2-related autosomal dominant polycystic kidney disease: prevalence, clinical presentation, mutation spectrum, and prognosis Am J Kidney Dis 70 476 485 1:CAS:528:DC%2BC2sXltVaju70%3D 10.1053/j.ajkd.2017.01.046 28356211
K.L. Nowak C. Steele B. Gitomer W. Wang J. Ouyang M.B. Chonchol Overweight and obesity and progression of ADPKD Clin J Am Soc Nephrol 16 908 915 1:CAS:528:DC%2BB3MXhs1Oms7jN 10.2215/CJN.16871020 34117082 8216617
Claus LR, Chen C, Stallworth J, Turner JL, Slaats GG, Hawks AL, Mabillard H, Senum SR, Srikanth S, Flanagan-Steet H, Louie RJ, Silver J, Lerner-Ellis J, Morel C, Mighton C, Sleutels F, van Slegtenhorst M, van Ham T, Brooks AS, Dorresteijn EM, Barakat TS, Dahan K, Demoulin N, Goffin EJ, Olinger E; Genomics England Research Consortium; Larsen M, Hertz JM, Lilien MR, Obeidová L, Seeman T, Stone HK, Kerecuk L, Gurgu M, Yousef Yengej FA, Ammerlaan CME, Rookmaaker MB, Hanna C, Rogers RC, Duran K, Peters E, Sayer JA, van Haaften G, Harris PC, Ling K, Mason JM, van Eerde AM, Steet R (2023) Certain heterozygous variants in the kinase domain of the serine/threonine kinase NEK8 can cause an autosomal dominant form of polycystic kidney disease. Kidney Int 104:995-1007. https://doi.org/10.1016/j.kint.2023.07.021
B. Apple G. Sartori B. Moore K. Chintam G. Singh P.M. Anand N.T. Strande T. Mirshahi W. Triffo A.R. Chang Individuals heterozygous for ALG8 protein-truncating variants are at increased risk of a mild cystic kidney disease Kidney Int 103 607 615 1:CAS:528:DC%2BB3sXhslOhsro%3D 10.1016/j.kint.2022.11.025 36574950
B. Porath V.G. Gainullin E. Cornec-Le Gall E.K. Dillinger C.M. Heyer K. Hopp M.E. Edwards C.D. Madsen S.R. Mauritz C.J. Banks S. Baheti B. Reddy J.I. Herrero J.M. Bañales M.C. Hogan V. Tasic T.J. Watnick A.B. Chapman C. Vigneau F. Lavainne M.P. Audrézet C. Ferec Y. Le Meur V.E. Torres P.C. Harris Mutations in GANAB, encoding the glucosidase IIα subunit, cause autosomal-dominant polycystic kidney and liver disease Am J Hum Genet 98 1193 1207 1:CAS:528:DC%2BC28XosFyqt7w%3D 10.1016/j.ajhg.2016.05.004 27259053 4908191
Cornec-Le Gall E, Olson RJ, Besse W, Heyer CM, Gainullin VG, Smith JM, Audrezet MP, Hopp K, Porath B, Shi B, Baheti S, Senum SR, Arroyo J, Madsen CD, Ferec C, Joly D, Jouret F, Fikri-Benbrahim O, Charasse C, Coulibaly JM, Yu AS, Khalili K, Pei Y, Somlo S, Le Meur Y, Torres VE; Genkyst Study Group; HALT Progression of Polycystic Kidney Disease Group; Consortium for Radiologic Imaging Studies of Polycystic Kidney Disease; Harris PC (2018) Monoallelic mutations to DNAJB11 cause atypical autosomal-dominant polycystic kidney disease. Am J Hum Genet 102:832-844. https://doi.org/10.1016/j.ajhg.2018.03.013
S.R. Senum Y.S.M. Li K.A. Benson G. Joli E. Olinger S. Lavu C.D. Madsen A.V. Gregory R. Neatu T.L. Kline M.P. Audrézet P. Outeda C.B. Nau E. Meijer H. Ali T.I. Steinman M. Mrug P.J. Phelan T.J. Watnick D.J.M. Peters A.C.M. Ong P.J. Conlon R.D. Perrone E. Cornec-Le Gall M.C. Hogan V.E. Torres J.A. Sayer P.C. Harris Monoallelic IFT140 pathogenic variants are an important cause of the autosomal dominant polycystic kidney-spectrum phenotype Am J Hum Genet 109 136 156 1:CAS:528:DC%2BB3MXislajtr3K 10.1016/j.ajhg.2021.11.016 34890546
M.V. Irazabal L.J. Rangel E.J. Bergstralh S.L. Osborn A.J. Harmon J.L. Sundsbak K.T. Bae A.B. Chapman J.J. Grantham M. Mrug M.C. Hogan Z.M. El-Zoghby P.C. Harris B.J. Erickson B.F. King V.E. Torres Imaging classification of autosomal dominant polycystic kidney disease: a simple model for selecting patients for clinical trials J Am Soc Nephrol 26 160 172 1:CAS:528:DC%2BC2MXitVCitbo%3D 10.1681/ASN.2013101138 24904092
S. De Rechter L. Breysem D. Mekahli Is autosomal dominant polycystic kidney disease becoming a pediatric disorder? Front Pediatr 5 272 10.3389/fped.2017.00272 29326910 5742347
P. Janssens F. Jouret B. Bammens M.C. Liebau F. Schaefer A. Dandurand R.D. Perrone R.U. Muller C.S. Pao D. Mekahli Implications of early diagnosis of autosomal dominant polycystic kidney disease: a post hoc analysis of the TEMPO 3:4 trial Sci Rep 10 4294 1:CAS:528:DC%2BB3cXlvVOjtLw%3D 10.1038/s41598-020-61303-9 32152377 7062834
J.J. Grantham L.T. Cook V.E. Torres J.E. Bost A.B. Chapman P.C. Harris L.M. Guay-Woodford K.T. Bae Determinants of renal volume in autosomal-dominant polycystic kidney disease Kidney Int 73 108 116 1:STN:280:DC%2BD2sjkt1ansg%3D%3D 10.1038/sj.ki.5002624 17960141
D. Mekahli L. Guay-Woodford M. Cadnapaphornchai L. Greenbaum M. Litwin T. Seeman A. Dandurand L. Shi K. Sikes S. Shoaf F. Schaefer Tolvaptan for children and adolescents with autosomal dominant polycystic kidney disease randomized controlled trial Clin J Am Soc Nephrol 18 36 46 10.2215/CJN.0000000000000022 36719158
R. Raina R. Chakraborty M.E. DeCoy T. Kline Autosomal-dominant polycystic kidney disease: tolvaptan use in adolescents and young adults with rapid progression Pediatr Res 89 894 899 1:CAS:528:DC%2BB3cXpt1yns7k%3D 10.1038/s41390-020-0942-2 32392574
S. De Rechter B. Bammens F. Schaefer M.C. Liebau D. Mekahli Unmet needs and challenges for follow-up and treatment of autosomal dominant polycystic kidney disease: the paediatric perspective Clin Kidney J 11 i14 i26 1:CAS:528:DC%2BC1MXhslahtb%2FO 10.1093/ckj/sfy088 30581562 6295604
L. Breysem F. De Keyzer P. Schellekens A. Dachy S. De Rechter P. Janssens R. Vennekens B. Bammens M.V. Irazabal C. Van Ongeval P.C. Harris D. Mekahli Risk severity model for pediatric autosomal dominant polycystic kidney disease using 3D ultrasound volumetry Clin J Am Soc Nephrol 18 581 591 10.2215/CJN.0000000000000122 36800517 10278786
G.M. Fick-Brosnahan Z.V. Tran A.M. Johnson J.D. Strain P.A. Gabow Progression of autosomal-dominant polycystic kidney disease in children Kidney Int 59 1654 1662 1:STN:280:DC%2BD3MvitlWqtg%3D%3D 10.1046/j.1523-1755.2001.0590051654.x 11318935
Y.K. Oh H. Ryu C. Qhn H.C. Park Y. Ma D. Xu T. Ecder T. Kao J. Huang G. Rangan RAPID-ADPKD Study Group Clinical characteristics of rapid progression in Asia-Pacific patients with ADPKD Kidney Int Rep 8 1801 1810 10.1016/j.ekir.2023.06.018 37705904 10496076
P.A. Gabow I. Duley A.M. Johnson Clinical profiles of gross hematuria in autosomal dominant polycystic kidney disease Am J Kidney Dis 20 140 143 1:STN:280:DyaK38zlvFSkug%3D%3D 10.1016/s0272-6386(12)80541-5 1496966
H. Kim J. Koh S.K. Park K.H. Oh Y.H. Kim Y. Kim C. Ahn Y.K. Oh Baseline characteristics of the autosomal-dominant polycystic kidney disease sub-cohort of the KoreaN cohort study for outcomes in patients with chronic kidney disease Nephrology (Carlton) 24 422 429 10.1111/nep.13407 29797773
R. Kazancioglu T. Ecder L. Altintepe M.R. Altiparmak S. Tuglular A. Uyanik C. Cavdar S.A. Ecder B. Tokgoz N. Duman A. Duzova R. Cetinkaya Demographic and clinical characteristics of patients with autosomal dominant polycystic kidney disease: a multicenter experience Nephron Clin Pract 117 c270 c275 10.1159/000320745 20847569
S. Vikrant A. Parashar Autosomal dominant polycystic kidney disease: study of clinical characteristics in an Indian population Saudi J Kidney Dis Transpl 28 115 124 10.4103/1319-2442.198163 28098112
K.M. Thong A.C. Ong The natural history of autosomal dominant polycystic kidney disease: 30-year experience from a single centre QJM 106 639 646 1:STN:280:DC%2BC3srltlCgsw%3D%3D 10.1093/qjmed/hct082 23587574
J. Meng Y. Xu A. Li S. Fan X. Shen D. Ma L. Zhang Z. Hao X. Zhang C. Liang Clinical features of 167 inpatients with autosomal dominant polycystic kidney disease at a single center in China Med Sci Monit 24 6498 6505 1:CAS:528:DC%2BC1MXhvFWmsLjF 10.12659/MSM.910127 30219820 6154125
M. Han H.C. Park H. Kim H.A. Jo H. Huh J.Y. Jang A.Y. Kang S.H. Kim H.I. Cheong D.H. Kang J. Yang K.H. Oh Y.H. Hwang C. Ahn Hyperuricemia and deterioration of renal function in autosomal dominant polycystic kidney disease BMC Nephrol 15 63 1:CAS:528:DC%2BC2cXhs1OlsbjF 10.1186/1471-2369-15-63 24739095 4021172
R.D. Perrone D. Oberdhan J. Ouyang D.G. Bichet K. Budde A.B. Chapman B.Y. Gitomer S. Horie A.C.M. Ong V.E. Torres A.N. Turner H. Krasa OVERTURE: a worldwide, prospective, observational study of disease characteristics in patients with ADPKD Kidney Int Rep 8 989 1001 10.1016/j.ekir.2023.02.1073 37180499 10166786
D. Rizk C. Jurkovitz E. Veledar S. Bagby D.A. Baumgarten F. Rahbari-Oskoui T. Steinman A.B. Chapman Quality of life in autosomal dominant polycystic kidney disease patients not yet on dialysis Clin J Am Soc Nephrol 4 560 566 10.2215/CJN.02410508 19261830 2653655
C.B. Pierce A. Munoz D.K. Ng B.A. Warady S.L. Furth G.J. Schwartz Age- and sex-dependent clinical equations to estimate glomerular filtration rates in children and young adults with chronic kidney disease Kidney Int 99 948 956 1:CAS:528:DC%2BB3MXmtFSqs7k%3D 10.1016/j.kint.2020.10.047 33301749
T. Unger C. Borghi F. Charchar N.A. Khan N.R. Poulter D. Prabhakaran A. Ramirez M. Schlaich G.S. Stergiou M. Tomaszewski R.D. Wainford B. Williams A.E. Schutte 2020 International Society of Hypertension Global Hypertension Practice Guidelines Hypertension 75 1334 1357 1:CAS:528:DC%2BB3cXptFCks7g%3D 10.1161/HYPERTENSIONAHA.120.15026 32370572
G. de Simone C. Mancusi H. Hanssen S. Genovesi E. Lurbe G. Parati S. Sendzikaite G. Valerio P. Di Bonito G. Di Salvo M. Ferrini P. Leeson P. Moons C.G. Weismann B. Williams Hypertension in children and adolescents Eur Heart J 43 3290 3301 10.1093/eurheartj/ehac328 35896123
I. Helal B. Reed P. Mettler K. Mc Fann O. Tkachenko X.D. Yan R.W. Schrier Prevalence of cardiovascular events in patients with autosomal dominant polycystic kidney disease Am J Nephrol 36 362 370 1:CAS:528:DC%2BC38XhsFymsbrN 10.1159/000343281 23038404
A.B. Chapman A.M. Johnson P.A. Gabow Pregnancy outcome and its relationship to progression of renal failure in autosomal dominant polycystic kidney disease J Am Soc Nephrol 5 1178 1185 1:STN:280:DyaK2M7nvVKrsA%3D%3D 10.1681/ASN.V551178 7873727
N. Abou Heidar O. Chehab R.Z. Morsi J. Elias C. El Mouhayyar A. Kanj M. Ajam A. Haykal M. Pahuja H. Dakik D. Levine N. Imran A. Abidov Association of autosomal dominant polycystic kidney disease with cardiovascular disease: a US-National Inpatient Perspective Clin Exp Nephrol 26 659 668 1:CAS:528:DC%2BB38XhtV2hsb7N 10.1007/s10157-022-02200-5 35212882
K.T. Bae F. Zhu A.B. Chapman V.E. Torres J.J. Grantham L.M. Guay-Woodford D.A. Baumgarten B.F. King Jr L.H. Wetzel P.J. Kenney M.E. Brummer W.M. Bennett S. Klahr C.M. Meyers X. Zhang P.A. Thompson J.P. Miller Magnetic resonance imaging evaluation of hepatic cysts in early autosomal-dominant polycystic kidney disease: the Consortium for Radiologic Imaging Studies of Polycystic Kidney Disease cohort Clin J Am Soc Nephrol 1 64 69 10.2215/CJN.00080605 17699192
M.C. Hogan K. Abebe V.E. Torres A.B. Chapman K.T. Bae C. Tao H. Sun R.D. Perrone T.I. Steinman W. Braun F.T. Winklhofer D.C. Miskulin F. Rahbari-Oskoui G. Brosnahan A. Masoumi I.O. Karpov S. Spillane M. Flessner C.G. Moore R.W. Schrier Liver involvement in early autosomal-dominant polycystic kidney disease Clin Gastroenterol Hepatol 13 155 164.e156 10.1016/j.cgh.2014.07.051 25111236
C. Nicolau R. Torra L. Bianchi R. Vilana R. Gilabert A. Darnell C. Brú Abdominal sonographic study of autosomal dominant polycystic kidney disease J Clin Ultrasound 28 277 282 1:STN:280:DC%2BD3cvivVGqsg%3D%3D 10.1002/1097-0096(2000007/08)28:6<277::aid-jcu2>3.0.co;2-I 10867665
R.L. Luciano N.K. Dahl Extra-renal manifestations of autosomal dominant polycystic kidney disease (ADPKD): considerations for routine screening and management Nephrol Dial Transplant 29 247 254 10.1093/ndt/gft437 24215018
M. Marlais O. Cuthell D. Langan J. Dudley M.D. Sinha P.J. Winyard Hypertension in autosomal dominant polycystic kidney disease: a meta-analysis Arch Dis Child 101 1142 1147 10.1136/archdischild-2015-310221 27288429
T. Seeman J. Dusek H. Vondrichová M. Kyncl U. John J. Misselwitz J. Janda Ambulatory blood pressure correlates with renal volume and number of renal cysts in children with autosomal dominant polycystic kidney disease Blood Press Monit 8 107 110 10.1097/01.mbp.0000085762.28312.4a 12900587
M.A. Cadnapaphornchai K. McFann J.D. Strain A. Masoumi R.W. Schrier Prospective change in renal volume and function in children with ADPKD Clin J Am Soc Nephrol 4 820 829 1:CAS:528:DC%2BD1MXltVyis78%3D 10.2215/CJN.02810608 19346430 2666428
L. Selistre V. de Souza B. Ranchin A. Hadj-Aissa P. Cochat L. Dubourg Early renal abnormalities in children with postnatally diagnosed autosomal dominant polycystic kidney disease Pediatr Nephrol 27 1589 1593 10.1007/s00467-012-2192-y 22689086
D. Mekahli A.S. Woolf D. Bockenhauer Similar renal outcomes in children with ADPKD diagnosed by screening or presenting with symptoms Pediatr Nephrol 25 2275 2282 10.1007/s00467-010-1617-8 20683618
P.A. Gabow A.M. Johnson W.D. Kaehny W.J. Kimberling D.C. Lezotte I.T. Duley R.H. Jones Factors affecting the progression of renal disease in autosomal-dominant polycystic kidney disease Kidney Int 41 1311 1319 1:STN:280:DyaK38zgvFOhuw%3D%3D 10.1038/ki.1992.195 1614046
V.E. Torres D.M. Wilson R.R. Hattery J.W. Segura Renal stone disease in autosomal dominant polycystic kidney disease Am J Kidney Dis 22 513 519 1:STN:280:DyaK2c%2FislShsw%3D%3D 10.1016/s0272-6386(12)80922-x 8213789
A.M. Johnson P.A. Gabow Identification of patients with autosomal dominant polycystic kidney disease at highest risk for end-stage renal disease J Am Soc Nephrol 8 1560 1567 1:STN:280:DyaK2svnsVelsg%3D%3D 10.1681/ASN.V8101560 9335384
S. Lavu L.E. Vaughan S.R. Senum T.L. Kline A.B. Chapman R.D. Perrone M. Mrug W.E. Braun T.I. Steinman F.F. Rahbari-Oskoui G.M. Brosnahan K.T. Bae D. Landsittel F.T. Chebib A.S. Yu V.E. Torres HALT PKD and CRISP Study Investigators; Harris PC The value of genotypic and imaging information to predict functional and structural outcomes in ADPKD JCI Insight 5 e138724 10.1172/jci.insight.138724 32634120 7455088