Two subphenotypes of septic acute kidney injury are associated with different 90-day mortality and renal recovery
The pathophysiology of septic acute kidney injury is inadequately understood. Recently, subphenotypes for sepsis and AKI have been derived. The objective of this study was to assess whether a combination of comorbidities, baseline clinical data, and biomarkers could classify meaningful subphenotypes...
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creator | Wiersema, Renske Jukarainen, Sakari Vaara, Suvi T Poukkanen, Meri Lakkisto, Päivi Wong, Hector Linder, Adam van der Horst, Iwan C C Pettilä, Ville |
description | The pathophysiology of septic acute kidney injury is inadequately understood. Recently, subphenotypes for sepsis and AKI have been derived. The objective of this study was to assess whether a combination of comorbidities, baseline clinical data, and biomarkers could classify meaningful subphenotypes in septic AKI with different outcomes.
We performed a post hoc analysis of the prospective Finnish Acute Kidney Injury (FINNAKI) study cohort. We included patients admitted with sepsis and acute kidney injury during the first 48 h from admission to intensive care (according to Kidney Disease Improving Global Outcome criteria). Primary outcomes were 90-day mortality and renal recovery on day 5. We performed latent class analysis using 30 variables obtained on admission to classify subphenotypes. Second, we used logistic regression to assess the association of derived subphenotypes with 90-day mortality and renal recovery on day 5.
In total, 301 patients with septic acute kidney injury were included. Based on the latent class analysis, a two-class model was chosen. Subphenotype 1 was assigned to 133 patients (44%) and subphenotype 2 to 168 patients (56%). Increased levels of inflammatory and endothelial injury markers characterized subphenotype 2. At 90 days, 29% of patients in subphenotype 1 and 41% of patients in subphenotype 2 had died. Subphenotype 2 was associated with a lower probability of short-term renal recovery and increased 90-day mortality.
In this post hoc analysis, we identified two subphenotypes of septic acute kidney injury with different clinical outcomes. Future studies are warranted to validate the suggested subphenotypes of septic acute kidney injury. |
doi_str_mv | 10.1186/s13054-020-02866-x |
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We performed a post hoc analysis of the prospective Finnish Acute Kidney Injury (FINNAKI) study cohort. We included patients admitted with sepsis and acute kidney injury during the first 48 h from admission to intensive care (according to Kidney Disease Improving Global Outcome criteria). Primary outcomes were 90-day mortality and renal recovery on day 5. We performed latent class analysis using 30 variables obtained on admission to classify subphenotypes. Second, we used logistic regression to assess the association of derived subphenotypes with 90-day mortality and renal recovery on day 5.
In total, 301 patients with septic acute kidney injury were included. Based on the latent class analysis, a two-class model was chosen. Subphenotype 1 was assigned to 133 patients (44%) and subphenotype 2 to 168 patients (56%). Increased levels of inflammatory and endothelial injury markers characterized subphenotype 2. At 90 days, 29% of patients in subphenotype 1 and 41% of patients in subphenotype 2 had died. Subphenotype 2 was associated with a lower probability of short-term renal recovery and increased 90-day mortality.
In this post hoc analysis, we identified two subphenotypes of septic acute kidney injury with different clinical outcomes. Future studies are warranted to validate the suggested subphenotypes of septic acute kidney injury.</description><identifier>ISSN: 1364-8535</identifier><identifier>EISSN: 1466-609X</identifier><identifier>EISSN: 1364-8535</identifier><identifier>EISSN: 1366-609X</identifier><identifier>DOI: 10.1186/s13054-020-02866-x</identifier><identifier>PMID: 32295614</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Acute kidney injury ; Acute Kidney Injury - etiology ; Acute Kidney Injury - physiopathology ; Aged ; Analysis ; Anestesi och intensivvård ; Anesthesiology and Intensive Care ; Biomarkers ; Biomarkers - analysis ; Biomarkers - blood ; Chi-Square Distribution ; Clinical Medicine ; Clinical outcomes ; Comorbidity ; Critical care ; Female ; Finland ; Genotype & phenotype ; Health aspects ; Humans ; Infection ; Injuries ; Kidney diseases ; Kidneys ; Klinisk medicin ; LCA ; Logistic Models ; Male ; Medical and Health Sciences ; Medical research ; Medicin och hälsovetenskap ; Middle Aged ; Mortality ; Phenotype ; Recovery (Medical) ; Recovery of Function - physiology ; Renal recovery ; Sensitivity analysis ; Sepsis ; Sepsis - blood ; Sepsis - complications ; Sepsis - genetics ; Statistics, Nonparametric ; Subphenotypes ; Urologi och njurmedicin ; Urology and Nephrology ; Variables</subject><ispartof>Critical care (London, England), 2020-04, Vol.24 (1), p.150-150, Article 150</ispartof><rights>COPYRIGHT 2020 BioMed Central Ltd.</rights><rights>2020. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The Author(s) 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c632t-a6050dafec8325463dfef7614407015759211c9d5a54b9f4b0fd47f5d29bf4b53</citedby><cites>FETCH-LOGICAL-c632t-a6050dafec8325463dfef7614407015759211c9d5a54b9f4b0fd47f5d29bf4b53</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7161019/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7161019/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,551,724,777,781,861,882,2096,27905,27906,53772,53774</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32295614$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://lup.lub.lu.se/record/d44f40b9-ec57-424c-a361-ee6e19a45c2d$$DView record from Swedish Publication Index$$Hfree_for_read</backlink></links><search><creatorcontrib>Wiersema, Renske</creatorcontrib><creatorcontrib>Jukarainen, Sakari</creatorcontrib><creatorcontrib>Vaara, Suvi T</creatorcontrib><creatorcontrib>Poukkanen, Meri</creatorcontrib><creatorcontrib>Lakkisto, Päivi</creatorcontrib><creatorcontrib>Wong, Hector</creatorcontrib><creatorcontrib>Linder, Adam</creatorcontrib><creatorcontrib>van der Horst, Iwan C C</creatorcontrib><creatorcontrib>Pettilä, Ville</creatorcontrib><title>Two subphenotypes of septic acute kidney injury are associated with different 90-day mortality and renal recovery</title><title>Critical care (London, England)</title><addtitle>Crit Care</addtitle><description>The pathophysiology of septic acute kidney injury is inadequately understood. Recently, subphenotypes for sepsis and AKI have been derived. The objective of this study was to assess whether a combination of comorbidities, baseline clinical data, and biomarkers could classify meaningful subphenotypes in septic AKI with different outcomes.
We performed a post hoc analysis of the prospective Finnish Acute Kidney Injury (FINNAKI) study cohort. We included patients admitted with sepsis and acute kidney injury during the first 48 h from admission to intensive care (according to Kidney Disease Improving Global Outcome criteria). Primary outcomes were 90-day mortality and renal recovery on day 5. We performed latent class analysis using 30 variables obtained on admission to classify subphenotypes. Second, we used logistic regression to assess the association of derived subphenotypes with 90-day mortality and renal recovery on day 5.
In total, 301 patients with septic acute kidney injury were included. Based on the latent class analysis, a two-class model was chosen. Subphenotype 1 was assigned to 133 patients (44%) and subphenotype 2 to 168 patients (56%). Increased levels of inflammatory and endothelial injury markers characterized subphenotype 2. At 90 days, 29% of patients in subphenotype 1 and 41% of patients in subphenotype 2 had died. Subphenotype 2 was associated with a lower probability of short-term renal recovery and increased 90-day mortality.
In this post hoc analysis, we identified two subphenotypes of septic acute kidney injury with different clinical outcomes. Future studies are warranted to validate the suggested subphenotypes of septic acute kidney injury.</description><subject>Acute kidney injury</subject><subject>Acute Kidney Injury - etiology</subject><subject>Acute Kidney Injury - physiopathology</subject><subject>Aged</subject><subject>Analysis</subject><subject>Anestesi och intensivvård</subject><subject>Anesthesiology and Intensive Care</subject><subject>Biomarkers</subject><subject>Biomarkers - analysis</subject><subject>Biomarkers - blood</subject><subject>Chi-Square Distribution</subject><subject>Clinical Medicine</subject><subject>Clinical outcomes</subject><subject>Comorbidity</subject><subject>Critical care</subject><subject>Female</subject><subject>Finland</subject><subject>Genotype & phenotype</subject><subject>Health aspects</subject><subject>Humans</subject><subject>Infection</subject><subject>Injuries</subject><subject>Kidney diseases</subject><subject>Kidneys</subject><subject>Klinisk medicin</subject><subject>LCA</subject><subject>Logistic Models</subject><subject>Male</subject><subject>Medical and Health Sciences</subject><subject>Medical research</subject><subject>Medicin och hälsovetenskap</subject><subject>Middle Aged</subject><subject>Mortality</subject><subject>Phenotype</subject><subject>Recovery (Medical)</subject><subject>Recovery of Function - physiology</subject><subject>Renal recovery</subject><subject>Sensitivity analysis</subject><subject>Sepsis</subject><subject>Sepsis - blood</subject><subject>Sepsis - complications</subject><subject>Sepsis - genetics</subject><subject>Statistics, Nonparametric</subject><subject>Subphenotypes</subject><subject>Urologi och njurmedicin</subject><subject>Urology and Nephrology</subject><subject>Variables</subject><issn>1364-8535</issn><issn>1466-609X</issn><issn>1364-8535</issn><issn>1366-609X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>D8T</sourceid><sourceid>DOA</sourceid><recordid>eNptkk1v1DAQhiMEoqXwBzggS1y4pPjbyQWpqvioVIkLSNwsxx63XrLx1k7a7r9n2i2FRSiaZGy_89ievE3zmtFjxjr9vjJBlWwppxid1u3tk-aQSUw07X88xVxo2XZKqIPmRa0rSpnptHjeHAjOe6WZPGyuvt1kUpdhcwlTnrcbqCRHUmEzJ0-cX2YgP1OYYEvStFrKlrgCxNWafXIzBHKT5ksSUoxQYJpJT9vgtmSdy-zGNKN8CgRX3Ihvn6-hbF82z6IbK7x6-B413z99_Hb6pT3_-vns9OS89VrwuXWaKhpcBN8JrqQWIUI0eGZJDWXKqJ4z5vugnJJDH-VAY5AmqsD7AUdKHDVnO27IbmU3Ja1d2drskr2fyOXCuoK3HMGqLg7A-qGXHZfcaSf4YJQRUvPOcEyOmvMdq97AZhn2aOOywRgwbAUbpIySDr0Fr4yVXHrrhGYWQOMOTirPA-I-7HDIWkPw2Lnixj3q_sqULu1FvraGaUZZj4B3D4CSrxaos12n6mEc3QR5qZaLnmrZCdWh9O0_0lVeCv6QexXjhvfG_FFdOOxHmmLGff0d1J5oboTQSktUHf9HhU-AdfJ5gphwfq-A7wp8ybUWiI93ZNTeedjuPGzRw_bew_YWi9783Z3Hkt-mFb8A9VPsNg</recordid><startdate>20200415</startdate><enddate>20200415</enddate><creator>Wiersema, Renske</creator><creator>Jukarainen, Sakari</creator><creator>Vaara, Suvi T</creator><creator>Poukkanen, Meri</creator><creator>Lakkisto, Päivi</creator><creator>Wong, Hector</creator><creator>Linder, Adam</creator><creator>van der Horst, Iwan C C</creator><creator>Pettilä, Ville</creator><general>BioMed Central Ltd</general><general>BioMed Central</general><general>BMC</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><scope>ADTPV</scope><scope>AGCHP</scope><scope>AOWAS</scope><scope>D8T</scope><scope>D95</scope><scope>ZZAVC</scope><scope>DOA</scope></search><sort><creationdate>20200415</creationdate><title>Two subphenotypes of septic acute kidney injury are associated with different 90-day mortality and renal recovery</title><author>Wiersema, Renske ; Jukarainen, Sakari ; Vaara, Suvi T ; Poukkanen, Meri ; Lakkisto, Päivi ; Wong, Hector ; Linder, Adam ; van der Horst, Iwan C C ; Pettilä, Ville</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c632t-a6050dafec8325463dfef7614407015759211c9d5a54b9f4b0fd47f5d29bf4b53</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Acute kidney injury</topic><topic>Acute Kidney Injury - etiology</topic><topic>Acute Kidney Injury - physiopathology</topic><topic>Aged</topic><topic>Analysis</topic><topic>Anestesi och intensivvård</topic><topic>Anesthesiology and Intensive Care</topic><topic>Biomarkers</topic><topic>Biomarkers - analysis</topic><topic>Biomarkers - blood</topic><topic>Chi-Square Distribution</topic><topic>Clinical Medicine</topic><topic>Clinical outcomes</topic><topic>Comorbidity</topic><topic>Critical care</topic><topic>Female</topic><topic>Finland</topic><topic>Genotype & phenotype</topic><topic>Health aspects</topic><topic>Humans</topic><topic>Infection</topic><topic>Injuries</topic><topic>Kidney diseases</topic><topic>Kidneys</topic><topic>Klinisk medicin</topic><topic>LCA</topic><topic>Logistic Models</topic><topic>Male</topic><topic>Medical and Health Sciences</topic><topic>Medical research</topic><topic>Medicin och hälsovetenskap</topic><topic>Middle Aged</topic><topic>Mortality</topic><topic>Phenotype</topic><topic>Recovery (Medical)</topic><topic>Recovery of Function - physiology</topic><topic>Renal recovery</topic><topic>Sensitivity analysis</topic><topic>Sepsis</topic><topic>Sepsis - blood</topic><topic>Sepsis - complications</topic><topic>Sepsis - genetics</topic><topic>Statistics, Nonparametric</topic><topic>Subphenotypes</topic><topic>Urologi och njurmedicin</topic><topic>Urology and Nephrology</topic><topic>Variables</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wiersema, Renske</creatorcontrib><creatorcontrib>Jukarainen, Sakari</creatorcontrib><creatorcontrib>Vaara, Suvi T</creatorcontrib><creatorcontrib>Poukkanen, Meri</creatorcontrib><creatorcontrib>Lakkisto, Päivi</creatorcontrib><creatorcontrib>Wong, Hector</creatorcontrib><creatorcontrib>Linder, Adam</creatorcontrib><creatorcontrib>van der Horst, Iwan C C</creatorcontrib><creatorcontrib>Pettilä, Ville</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>SwePub</collection><collection>SWEPUB Lunds universitet full text</collection><collection>SwePub Articles</collection><collection>SWEPUB Freely available online</collection><collection>SWEPUB Lunds universitet</collection><collection>SwePub Articles full text</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Critical care (London, England)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wiersema, Renske</au><au>Jukarainen, Sakari</au><au>Vaara, Suvi T</au><au>Poukkanen, Meri</au><au>Lakkisto, Päivi</au><au>Wong, Hector</au><au>Linder, Adam</au><au>van der Horst, Iwan C C</au><au>Pettilä, Ville</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Two subphenotypes of septic acute kidney injury are associated with different 90-day mortality and renal recovery</atitle><jtitle>Critical care (London, England)</jtitle><addtitle>Crit Care</addtitle><date>2020-04-15</date><risdate>2020</risdate><volume>24</volume><issue>1</issue><spage>150</spage><epage>150</epage><pages>150-150</pages><artnum>150</artnum><issn>1364-8535</issn><eissn>1466-609X</eissn><eissn>1364-8535</eissn><eissn>1366-609X</eissn><abstract>The pathophysiology of septic acute kidney injury is inadequately understood. Recently, subphenotypes for sepsis and AKI have been derived. The objective of this study was to assess whether a combination of comorbidities, baseline clinical data, and biomarkers could classify meaningful subphenotypes in septic AKI with different outcomes.
We performed a post hoc analysis of the prospective Finnish Acute Kidney Injury (FINNAKI) study cohort. We included patients admitted with sepsis and acute kidney injury during the first 48 h from admission to intensive care (according to Kidney Disease Improving Global Outcome criteria). Primary outcomes were 90-day mortality and renal recovery on day 5. We performed latent class analysis using 30 variables obtained on admission to classify subphenotypes. Second, we used logistic regression to assess the association of derived subphenotypes with 90-day mortality and renal recovery on day 5.
In total, 301 patients with septic acute kidney injury were included. Based on the latent class analysis, a two-class model was chosen. Subphenotype 1 was assigned to 133 patients (44%) and subphenotype 2 to 168 patients (56%). Increased levels of inflammatory and endothelial injury markers characterized subphenotype 2. At 90 days, 29% of patients in subphenotype 1 and 41% of patients in subphenotype 2 had died. Subphenotype 2 was associated with a lower probability of short-term renal recovery and increased 90-day mortality.
In this post hoc analysis, we identified two subphenotypes of septic acute kidney injury with different clinical outcomes. Future studies are warranted to validate the suggested subphenotypes of septic acute kidney injury.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>32295614</pmid><doi>10.1186/s13054-020-02866-x</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Acute kidney injury Acute Kidney Injury - etiology Acute Kidney Injury - physiopathology Aged Analysis Anestesi och intensivvård Anesthesiology and Intensive Care Biomarkers Biomarkers - analysis Biomarkers - blood Chi-Square Distribution Clinical Medicine Clinical outcomes Comorbidity Critical care Female Finland Genotype & phenotype Health aspects Humans Infection Injuries Kidney diseases Kidneys Klinisk medicin LCA Logistic Models Male Medical and Health Sciences Medical research Medicin och hälsovetenskap Middle Aged Mortality Phenotype Recovery (Medical) Recovery of Function - physiology Renal recovery Sensitivity analysis Sepsis Sepsis - blood Sepsis - complications Sepsis - genetics Statistics, Nonparametric Subphenotypes Urologi och njurmedicin Urology and Nephrology Variables |
title | Two subphenotypes of septic acute kidney injury are associated with different 90-day mortality and renal recovery |
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