TY - JOUR
T1 - Proteomic characterization of acute kidney injury in patients hospitalized with SARS-CoV2 infection
AU - Paranjpe, Ishan
AU - Jayaraman, Pushkala
AU - Su, Chen Yang
AU - Zhou, Sirui
AU - Chen, Steven
AU - Thompson, Ryan
AU - Del Valle, Diane Marie
AU - Kenigsberg, Ephraim
AU - Zhao, Shan
AU - Jaladanki, Suraj
AU - Chaudhary, Kumardeep
AU - Ascolillo, Steven
AU - Vaid, Akhil
AU - Gonzalez-Kozlova, Edgar
AU - Kauffman, Justin
AU - Kumar, Arvind
AU - Paranjpe, Manish
AU - Hagan, Ross O.
AU - Kamat, Samir
AU - Gulamali, Faris F.
AU - Xie, Hui
AU - Harris, Joceyln
AU - Patel, Manishkumar
AU - Argueta, Kimberly
AU - Batchelor, Craig
AU - Nie, Kai
AU - Dellepiane, Sergio
AU - Scott, Leisha
AU - Levin, Matthew A.
AU - He, John Cijiang
AU - Suarez-Farinas, Mayte
AU - Coca, Steven G.
AU - Chan, Lili
AU - Azeloglu, Evren U.
AU - Schadt, Eric
AU - Beckmann, Noam
AU - Gnjatic, Sacha
AU - Merad, Miram
AU - Kim-Schulze, Seunghee
AU - Richards, Brent
AU - Glicksberg, Benjamin S.
AU - Charney, Alexander W.
AU - Nadkarni, Girish N.
N1 - Publisher Copyright:
© The Author(s) 2023.
PY - 2023/12
Y1 - 2023/12
N2 - Background: Acute kidney injury (AKI) is a known complication of COVID-19 and is associated with an increased risk of in-hospital mortality. Unbiased proteomics using biological specimens can lead to improved risk stratification and discover pathophysiological mechanisms. Methods: Using measurements of ~4000 plasma proteins in two cohorts of patients hospitalized with COVID-19, we discovered and validated markers of COVID-associated AKI (stage 2 or 3) and long-term kidney dysfunction. In the discovery cohort (N = 437), we identified 413 higher plasma abundances of protein targets and 30 lower plasma abundances of protein targets associated with COVID-AKI (adjusted p < 0.05). Of these, 62 proteins were validated in an external cohort (p < 0.05, N = 261). Results: We demonstrate that COVID-AKI is associated with increased markers of tubular injury (NGAL) and myocardial injury. Using estimated glomerular filtration (eGFR) measurements taken after discharge, we also find that 25 of the 62 AKI-associated proteins are significantly associated with decreased post-discharge eGFR (adjusted p < 0.05). Proteins most strongly associated with decreased post-discharge eGFR included desmocollin-2, trefoil factor 3, transmembrane emp24 domain-containing protein 10, and cystatin-C indicating tubular dysfunction and injury. Conclusions: Using clinical and proteomic data, our results suggest that while both acute and long-term COVID-associated kidney dysfunction are associated with markers of tubular dysfunction, AKI is driven by a largely multifactorial process involving hemodynamic instability and myocardial damage.
AB - Background: Acute kidney injury (AKI) is a known complication of COVID-19 and is associated with an increased risk of in-hospital mortality. Unbiased proteomics using biological specimens can lead to improved risk stratification and discover pathophysiological mechanisms. Methods: Using measurements of ~4000 plasma proteins in two cohorts of patients hospitalized with COVID-19, we discovered and validated markers of COVID-associated AKI (stage 2 or 3) and long-term kidney dysfunction. In the discovery cohort (N = 437), we identified 413 higher plasma abundances of protein targets and 30 lower plasma abundances of protein targets associated with COVID-AKI (adjusted p < 0.05). Of these, 62 proteins were validated in an external cohort (p < 0.05, N = 261). Results: We demonstrate that COVID-AKI is associated with increased markers of tubular injury (NGAL) and myocardial injury. Using estimated glomerular filtration (eGFR) measurements taken after discharge, we also find that 25 of the 62 AKI-associated proteins are significantly associated with decreased post-discharge eGFR (adjusted p < 0.05). Proteins most strongly associated with decreased post-discharge eGFR included desmocollin-2, trefoil factor 3, transmembrane emp24 domain-containing protein 10, and cystatin-C indicating tubular dysfunction and injury. Conclusions: Using clinical and proteomic data, our results suggest that while both acute and long-term COVID-associated kidney dysfunction are associated with markers of tubular dysfunction, AKI is driven by a largely multifactorial process involving hemodynamic instability and myocardial damage.
UR - http://www.scopus.com/inward/record.url?scp=85168825463&partnerID=8YFLogxK
U2 - 10.1038/s43856-023-00307-8
DO - 10.1038/s43856-023-00307-8
M3 - Article
AN - SCOPUS:85168825463
SN - 2730-664X
VL - 3
JO - Communications Medicine
JF - Communications Medicine
IS - 1
M1 - 81
ER -