@article{403f8efcee5b4c49ba4cf2d2bb354357,
title = "The value of genotypic and imaging information to predict functional and structural outcomes in ADPKD",
abstract = "BACKGROUND. A treatment option for autosomal dominant polycystic kidney disease (ADPKD) has highlighted the need to identify rapidly progressive patients. Kidney size/age and genotype have predictive power for renal outcomes, but their relative and additive value, plus associated trajectories of disease progression, are not well defined. METHODS. The value of genotypic and/or kidney imaging data (Mayo Imaging Class; MIC) to predict the time to functional (end-stage kidney disease [ESKD] or decline in estimated glomerular filtration rate [eGFR]) or structural (increase in height-adjusted total kidney volume [htTKV]) outcomes were evaluated in a Mayo Clinic PKD1/PKD2 population, and eGFR and htTKV trajectories from 20–65 years of age were modeled and independently validated in similarly defined CRISP and HALT PKD patients. RESULTS. Both genotypic and imaging groups strongly predicted ESKD and eGFR endpoints, with genotype improving the imaging predictions and vice versa; a multivariate model had strong discriminatory power (C-index = 0.845). However, imaging but not genotypic groups predicted htTKV growth, although more severe genotypic and imaging groups had larger kidneys at a young age. The trajectory of eGFR decline was linear from baseline in the most severe genotypic and imaging groups, but it was curvilinear in milder groups. Imaging class trajectories differentiated htTKV growth rates; severe classes had rapid early growth and large kidneys, but growth later slowed. CONCLUSION. The value of imaging, genotypic, and combined data to identify rapidly progressive patients was demonstrated, and reference values for clinical trials were provided. Our data indicate that differences in kidney growth rates before adulthood significantly define patients with severe disease.",
author = "{HALT PKD and CRISP Study Investigators} and Sravanthi Lavu and Vaughan, {Lisa E.} and Senum, {Sarah R.} and Kline, {Timothy L.} and Chapman, {Arlene B.} and Perrone, {Ronald D.} and Michal Mrug and Braun, {William E.} and Steinman, {Theodore I.} and Rahbari-Oskoui, {Frederic F.} and Brosnahan, {Godela M.} and Bae, {Kyongtae T.} and Douglas Landsittel and Chebib, {Fouad T.} and Yu, {Alan S.L.} and Torres, {Vicente E.} and Harris, {Peter C.} and Abebe, {K. Z.} and Moore, {C. G.} and Winklhofer, {F. T.} and Czarnecki, {P. G.} and Hogan, {M. C.} and Miskulin, {D. C.}",
note = "Funding Information: The CRISP and HALT PKD studies were supported by cooperative agreements from the NIDDK (DK056943, DK056956, DK056957, and DK056961 and DK062410, DK062408, DK062402, DK082230, DK062411, and DK062401, respectively) and National Center for Research Resources General Clinical Research Centers (RR000039, RR000585, RR000054, RR000051, RR023940, and RR001032), and National Center for Advancing Translational Sciences Clinical and Translational Science Awards (RR025008, TR000454, RR024150, TR00135, RR025752, TR001064, RR025780, TR001082, RR025758, TR001102, RR033179, and TR000001) to the participating centers. Funding Information: The patients and coordinators involved in the Analysis and Validation cohorts are thanked for their participation and efforts. Other investigators thanked for help with these studies are M.E. Edwards and C.D. Madsen (Mayo Clinic), and other investigators in HALT PKD and CRISP, including K.Z. Abebe and C.G. Moore (University of Pittsburgh) F.T. Winklhofer (University of Kansas), P.G. Czarnecki (Beth Israel), M.C. Hogan (Mayo Clinic), and D.C. Miskulin (Tufts University). The study was supported by:NIDDK grant DK058816 (to PCH); the Mayo Clinic Robert M. and Billie Kelley Pirnie Translational Polycystic Kidney Disease Center (DK090728; to VET); the Zell Family Foundation; and Robert M. and Billie Kelley Pirnie. Publisher Copyright: Copyright: {\textcopyright} 2020, American Society for Clinical Investigation.",
year = "2020",
month = aug,
day = "6",
doi = "10.1172/jci.insight.138724",
language = "English (US)",
volume = "5",
journal = "JCI insight",
issn = "2379-3708",
publisher = "The American Society for Clinical Investigation",
number = "15",
}