Cargando…

Proteomic Characterization of Acute Kidney Injury in Patients Hospitalized with SARS-CoV2 Infection

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. Using measurements of ~4000 plasma prot...

Descripción completa

Detalles Bibliográficos
Autores principales: Paranjpe, Ishan, Jayaraman, Pushkala, Su, Chen-Yang, Zhou, Sirui, Chen, Steven, Thompson, Ryan, Del Valle, Diane Marie, Kenigsberg, Ephraim, Zhao, Shan, Jaladanki, Suraj, Chaudhary, Kumardeep, Ascolillo, Steven, Vaid, Akhil, Kumar, Arvind, Kozlova, Edgar, Paranjpe, Manish, O’Hagan, Ross, Kamat, Samir, Gulamali, Faris F., Kauffman, Justin, Xie, Hui, Harris, Joceyln, Patel, Manishkumar, Argueta, Kimberly, Batchelor, Craig, Nie, Kai, Dellepiane, Sergio, Scott, Leisha, Levin, Matthew A, He, John Cijiang, Suarez-Farinas, Mayte, Coca, Steven G, Chan, Lili, Azeloglu, Evren U, Schadt, Eric, Beckmann, Noam, Gnjatic, Sacha, Merad, Miram, Kim-Schulze, Seunghee, Richards, Brent, Glicksberg, Benjamin S, Charney, Alexander W, Nadkarni, Girish N
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9460972/
https://www.ncbi.nlm.nih.gov/pubmed/36093350
http://dx.doi.org/10.1101/2021.12.09.21267548
_version_ 1784786872140038144
author Paranjpe, Ishan
Jayaraman, Pushkala
Su, Chen-Yang
Zhou, Sirui
Chen, Steven
Thompson, Ryan
Del Valle, Diane Marie
Kenigsberg, Ephraim
Zhao, Shan
Jaladanki, Suraj
Chaudhary, Kumardeep
Ascolillo, Steven
Vaid, Akhil
Kumar, Arvind
Kozlova, Edgar
Paranjpe, Manish
O’Hagan, Ross
Kamat, Samir
Gulamali, Faris F.
Kauffman, Justin
Xie, Hui
Harris, Joceyln
Patel, Manishkumar
Argueta, Kimberly
Batchelor, Craig
Nie, Kai
Dellepiane, Sergio
Scott, Leisha
Levin, Matthew A
He, John Cijiang
Suarez-Farinas, Mayte
Coca, Steven G
Chan, Lili
Azeloglu, Evren U
Schadt, Eric
Beckmann, Noam
Gnjatic, Sacha
Merad, Miram
Kim-Schulze, Seunghee
Richards, Brent
Glicksberg, Benjamin S
Charney, Alexander W
Nadkarni, Girish N
author_facet Paranjpe, Ishan
Jayaraman, Pushkala
Su, Chen-Yang
Zhou, Sirui
Chen, Steven
Thompson, Ryan
Del Valle, Diane Marie
Kenigsberg, Ephraim
Zhao, Shan
Jaladanki, Suraj
Chaudhary, Kumardeep
Ascolillo, Steven
Vaid, Akhil
Kumar, Arvind
Kozlova, Edgar
Paranjpe, Manish
O’Hagan, Ross
Kamat, Samir
Gulamali, Faris F.
Kauffman, Justin
Xie, Hui
Harris, Joceyln
Patel, Manishkumar
Argueta, Kimberly
Batchelor, Craig
Nie, Kai
Dellepiane, Sergio
Scott, Leisha
Levin, Matthew A
He, John Cijiang
Suarez-Farinas, Mayte
Coca, Steven G
Chan, Lili
Azeloglu, Evren U
Schadt, Eric
Beckmann, Noam
Gnjatic, Sacha
Merad, Miram
Kim-Schulze, Seunghee
Richards, Brent
Glicksberg, Benjamin S
Charney, Alexander W
Nadkarni, Girish N
author_sort Paranjpe, Ishan
collection PubMed
description 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. 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 40 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). 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. 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.
format Online
Article
Text
id pubmed-9460972
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Cold Spring Harbor Laboratory
record_format MEDLINE/PubMed
spelling pubmed-94609722022-09-10 Proteomic Characterization of Acute Kidney Injury in Patients Hospitalized with SARS-CoV2 Infection Paranjpe, Ishan Jayaraman, Pushkala Su, Chen-Yang Zhou, Sirui Chen, Steven Thompson, Ryan Del Valle, Diane Marie Kenigsberg, Ephraim Zhao, Shan Jaladanki, Suraj Chaudhary, Kumardeep Ascolillo, Steven Vaid, Akhil Kumar, Arvind Kozlova, Edgar Paranjpe, Manish O’Hagan, Ross Kamat, Samir Gulamali, Faris F. Kauffman, Justin Xie, Hui Harris, Joceyln Patel, Manishkumar Argueta, Kimberly Batchelor, Craig Nie, Kai Dellepiane, Sergio Scott, Leisha Levin, Matthew A He, John Cijiang Suarez-Farinas, Mayte Coca, Steven G Chan, Lili Azeloglu, Evren U Schadt, Eric Beckmann, Noam Gnjatic, Sacha Merad, Miram Kim-Schulze, Seunghee Richards, Brent Glicksberg, Benjamin S Charney, Alexander W Nadkarni, Girish N medRxiv Article 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. 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 40 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). 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. 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. Cold Spring Harbor Laboratory 2022-08-29 /pmc/articles/PMC9460972/ /pubmed/36093350 http://dx.doi.org/10.1101/2021.12.09.21267548 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator.
spellingShingle Article
Paranjpe, Ishan
Jayaraman, Pushkala
Su, Chen-Yang
Zhou, Sirui
Chen, Steven
Thompson, Ryan
Del Valle, Diane Marie
Kenigsberg, Ephraim
Zhao, Shan
Jaladanki, Suraj
Chaudhary, Kumardeep
Ascolillo, Steven
Vaid, Akhil
Kumar, Arvind
Kozlova, Edgar
Paranjpe, Manish
O’Hagan, Ross
Kamat, Samir
Gulamali, Faris F.
Kauffman, Justin
Xie, Hui
Harris, Joceyln
Patel, Manishkumar
Argueta, Kimberly
Batchelor, Craig
Nie, Kai
Dellepiane, Sergio
Scott, Leisha
Levin, Matthew A
He, John Cijiang
Suarez-Farinas, Mayte
Coca, Steven G
Chan, Lili
Azeloglu, Evren U
Schadt, Eric
Beckmann, Noam
Gnjatic, Sacha
Merad, Miram
Kim-Schulze, Seunghee
Richards, Brent
Glicksberg, Benjamin S
Charney, Alexander W
Nadkarni, Girish N
Proteomic Characterization of Acute Kidney Injury in Patients Hospitalized with SARS-CoV2 Infection
title Proteomic Characterization of Acute Kidney Injury in Patients Hospitalized with SARS-CoV2 Infection
title_full Proteomic Characterization of Acute Kidney Injury in Patients Hospitalized with SARS-CoV2 Infection
title_fullStr Proteomic Characterization of Acute Kidney Injury in Patients Hospitalized with SARS-CoV2 Infection
title_full_unstemmed Proteomic Characterization of Acute Kidney Injury in Patients Hospitalized with SARS-CoV2 Infection
title_short Proteomic Characterization of Acute Kidney Injury in Patients Hospitalized with SARS-CoV2 Infection
title_sort proteomic characterization of acute kidney injury in patients hospitalized with sars-cov2 infection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9460972/
https://www.ncbi.nlm.nih.gov/pubmed/36093350
http://dx.doi.org/10.1101/2021.12.09.21267548
work_keys_str_mv AT paranjpeishan proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT jayaramanpushkala proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT suchenyang proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT zhousirui proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT chensteven proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT thompsonryan proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT delvalledianemarie proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT kenigsbergephraim proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT zhaoshan proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT jaladankisuraj proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT chaudharykumardeep proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT ascolillosteven proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT vaidakhil proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT kumararvind proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT kozlovaedgar proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT paranjpemanish proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT ohaganross proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT kamatsamir proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT gulamalifarisf proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT kauffmanjustin proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT xiehui proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT harrisjoceyln proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT patelmanishkumar proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT arguetakimberly proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT batchelorcraig proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT niekai proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT dellepianesergio proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT scottleisha proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT levinmatthewa proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT hejohncijiang proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT suarezfarinasmayte proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT cocasteveng proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT chanlili proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT azelogluevrenu proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT schadteric proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT beckmannnoam proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT gnjaticsacha proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT meradmiram proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT kimschulzeseunghee proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT richardsbrent proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT glicksbergbenjamins proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT charneyalexanderw proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection
AT nadkarnigirishn proteomiccharacterizationofacutekidneyinjuryinpatientshospitalizedwithsarscov2infection