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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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2022
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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 |
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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 |
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