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The systemic inflammation response index as a risk factor for hepatic fibrosis and long-term mortality among individuals with metabolic dysfunction-associated steatotic liver disease
The systemic inflammation response index (SIRI) is associated with various diseases with inflammatory components, but its relationship with the progression of hepatic fibrosis and survival outcomes in patients with metabolic dysfunction-associated steatotic liver disease (MASLD) is still unclear. Th...
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Published in: | Nutrition, metabolism, and cardiovascular diseases metabolism, and cardiovascular diseases, 2024-08, Vol.34 (8), p.1922-1931 |
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container_title | Nutrition, metabolism, and cardiovascular diseases |
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creator | Yin, Yufeng Zhu, Weijia Xu, Qingling |
description | The systemic inflammation response index (SIRI) is associated with various diseases with inflammatory components, but its relationship with the progression of hepatic fibrosis and survival outcomes in patients with metabolic dysfunction-associated steatotic liver disease (MASLD) is still unclear. This study was designed to investigate the potential associations between the SIRI and advanced hepatic fibrosis (AHF) as well as between the SIRI and long-term outcomes in individuals with MASLD.
A prospective cohort study was conducted using data gathered from the National Health and Nutrition Examination Survey (NHANES) spanning from 2005 to 2016. Weighted binary logistic regression, the Cox proportional hazards model, and time-dependent receiver operating characteristic (ROC) analyses were employed to assess the relationships among the SIRI, AHF, and mortality in patients with MASLD. Our study included a total of 5126 patients with MASLD. A higher SIRI was significantly associated with increased odds of AHF (OR 1.55, 95% CI 1.22, 1.96). According to the survival analyses, a higher SIRI was associated with greater all-cause (HR 1.19, 95% CI 1.15, 1.22) and cardiovascular mortality (HR 1.25, 95% CI 1.19, 1.32) after adjustment. The time-dependent ROC analysis indicated that the SIRI had a modest predictive value for discriminating MASLD individuals at higher versus lower mortality risk over 3-year, 5-year, and 10-year follow-up.
The SIRI is a promising tool for identifying MASLD individuals at risk of progressing to AHF and for predicting mortality outcomes.
•Higher SIRI is associated with increased odds of advanced hepatic fibrosis in NAFLD.•Elevated SIRI predicts greater risk of all-cause and cardiovascular mortality.•Ln-transforming SIRI yields linear relationships with mortality outcomes. |
doi_str_mv | 10.1016/j.numecd.2024.04.018 |
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A prospective cohort study was conducted using data gathered from the National Health and Nutrition Examination Survey (NHANES) spanning from 2005 to 2016. Weighted binary logistic regression, the Cox proportional hazards model, and time-dependent receiver operating characteristic (ROC) analyses were employed to assess the relationships among the SIRI, AHF, and mortality in patients with MASLD. Our study included a total of 5126 patients with MASLD. A higher SIRI was significantly associated with increased odds of AHF (OR 1.55, 95% CI 1.22, 1.96). According to the survival analyses, a higher SIRI was associated with greater all-cause (HR 1.19, 95% CI 1.15, 1.22) and cardiovascular mortality (HR 1.25, 95% CI 1.19, 1.32) after adjustment. The time-dependent ROC analysis indicated that the SIRI had a modest predictive value for discriminating MASLD individuals at higher versus lower mortality risk over 3-year, 5-year, and 10-year follow-up.
The SIRI is a promising tool for identifying MASLD individuals at risk of progressing to AHF and for predicting mortality outcomes.
•Higher SIRI is associated with increased odds of advanced hepatic fibrosis in NAFLD.•Elevated SIRI predicts greater risk of all-cause and cardiovascular mortality.•Ln-transforming SIRI yields linear relationships with mortality outcomes.</description><identifier>ISSN: 0939-4753</identifier><identifier>ISSN: 1590-3729</identifier><identifier>EISSN: 1590-3729</identifier><identifier>DOI: 10.1016/j.numecd.2024.04.018</identifier><identifier>PMID: 38866613</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Adult ; Aged ; Cause of Death ; Disease Progression ; Female ; Hepatic fibrosis ; Humans ; Inflammation ; Inflammation - blood ; Inflammation - diagnosis ; Inflammation - mortality ; Inflammation Mediators - blood ; Liver Cirrhosis - blood ; Liver Cirrhosis - diagnosis ; Liver Cirrhosis - mortality ; Liver disorders ; Male ; Middle Aged ; Mortality ; NHANES ; Nutrition Surveys ; Predictive Value of Tests ; Prognosis ; Prospective Studies ; Risk Assessment ; Risk Factors ; Time Factors ; United States - epidemiology</subject><ispartof>Nutrition, metabolism, and cardiovascular diseases, 2024-08, Vol.34 (8), p.1922-1931</ispartof><rights>2024 The Italian Diabetes Society, the Italian Society for the Study of Atherosclerosis, the Italian Society of Human Nutrition and the Department of Clinical Medicine and Surgery, Federico II University</rights><rights>Copyright © 2024 The Italian Diabetes Society, the Italian Society for the Study of Atherosclerosis, the Italian Society of Human Nutrition and the Department of Clinical Medicine and Surgery, Federico II University. Published by Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c241t-f205885d2e09be8df4eaad45c4ac7556e94e058226c3263f4fffabb3da33dac53</cites><orcidid>0000-0001-8840-3397</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38866613$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Yin, Yufeng</creatorcontrib><creatorcontrib>Zhu, Weijia</creatorcontrib><creatorcontrib>Xu, Qingling</creatorcontrib><title>The systemic inflammation response index as a risk factor for hepatic fibrosis and long-term mortality among individuals with metabolic dysfunction-associated steatotic liver disease</title><title>Nutrition, metabolism, and cardiovascular diseases</title><addtitle>Nutr Metab Cardiovasc Dis</addtitle><description>The systemic inflammation response index (SIRI) is associated with various diseases with inflammatory components, but its relationship with the progression of hepatic fibrosis and survival outcomes in patients with metabolic dysfunction-associated steatotic liver disease (MASLD) is still unclear. This study was designed to investigate the potential associations between the SIRI and advanced hepatic fibrosis (AHF) as well as between the SIRI and long-term outcomes in individuals with MASLD.
A prospective cohort study was conducted using data gathered from the National Health and Nutrition Examination Survey (NHANES) spanning from 2005 to 2016. Weighted binary logistic regression, the Cox proportional hazards model, and time-dependent receiver operating characteristic (ROC) analyses were employed to assess the relationships among the SIRI, AHF, and mortality in patients with MASLD. Our study included a total of 5126 patients with MASLD. A higher SIRI was significantly associated with increased odds of AHF (OR 1.55, 95% CI 1.22, 1.96). According to the survival analyses, a higher SIRI was associated with greater all-cause (HR 1.19, 95% CI 1.15, 1.22) and cardiovascular mortality (HR 1.25, 95% CI 1.19, 1.32) after adjustment. The time-dependent ROC analysis indicated that the SIRI had a modest predictive value for discriminating MASLD individuals at higher versus lower mortality risk over 3-year, 5-year, and 10-year follow-up.
The SIRI is a promising tool for identifying MASLD individuals at risk of progressing to AHF and for predicting mortality outcomes.
•Higher SIRI is associated with increased odds of advanced hepatic fibrosis in NAFLD.•Elevated SIRI predicts greater risk of all-cause and cardiovascular mortality.•Ln-transforming SIRI yields linear relationships with mortality outcomes.</description><subject>Adult</subject><subject>Aged</subject><subject>Cause of Death</subject><subject>Disease Progression</subject><subject>Female</subject><subject>Hepatic fibrosis</subject><subject>Humans</subject><subject>Inflammation</subject><subject>Inflammation - blood</subject><subject>Inflammation - diagnosis</subject><subject>Inflammation - mortality</subject><subject>Inflammation Mediators - blood</subject><subject>Liver Cirrhosis - blood</subject><subject>Liver Cirrhosis - diagnosis</subject><subject>Liver Cirrhosis - mortality</subject><subject>Liver disorders</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Mortality</subject><subject>NHANES</subject><subject>Nutrition Surveys</subject><subject>Predictive Value of Tests</subject><subject>Prognosis</subject><subject>Prospective Studies</subject><subject>Risk Assessment</subject><subject>Risk Factors</subject><subject>Time Factors</subject><subject>United States - epidemiology</subject><issn>0939-4753</issn><issn>1590-3729</issn><issn>1590-3729</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNp9kd2KFDEQhYMo7rj6BiK59KbHdCf9dyPI4s_CgjfrdahOKk7GTmdMpWedF_P5zDCrl0IVgeKrc5Icxl7XYluLunu33y5rQGO3jWjUVpSqhydsU7ejqGTfjE_ZRoxyrFTfyiv2gmgvhOyFVM_ZlRyGrutquWG_73fI6UQZgzfcL26GECD7uPCEdIgLYZla_MWBOPDk6Qd3YHJM3JXe4aHAhjs_pUi-IIvlc1y-VxlT4CGmDLPPJw6hDM9K_ujtCjPxB593PGCGKc5FwZ7IrYs5O1dAFI2HjJaXi0GOZ4vZHzFx6wmB8CV75ooIvno8r9m3Tx_vb75Ud18_3958uKtMo-pcuUa0w9DaBsU44WCdQgCrWqPA9G3b4aiwEE3TGdl00innHEyTtCBLm1Zes7cX3UOKP1ekrIMng_MMC8aVtBRdP9ZFQRVUXVBTfoISOn1IPkA66Vroc2J6ry-J6XNiWpSqh7L25tFhnQLaf0t_IyrA-wuA5Z1Hj0mT8bgYtD6hydpG_3-HPyTpsAU</recordid><startdate>202408</startdate><enddate>202408</enddate><creator>Yin, Yufeng</creator><creator>Zhu, Weijia</creator><creator>Xu, Qingling</creator><general>Elsevier B.V</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>7X8</scope><orcidid>https://orcid.org/0000-0001-8840-3397</orcidid></search><sort><creationdate>202408</creationdate><title>The systemic inflammation response index as a risk factor for hepatic fibrosis and long-term mortality among individuals with metabolic dysfunction-associated steatotic liver disease</title><author>Yin, Yufeng ; Zhu, Weijia ; Xu, Qingling</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c241t-f205885d2e09be8df4eaad45c4ac7556e94e058226c3263f4fffabb3da33dac53</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Cause of Death</topic><topic>Disease Progression</topic><topic>Female</topic><topic>Hepatic fibrosis</topic><topic>Humans</topic><topic>Inflammation</topic><topic>Inflammation - blood</topic><topic>Inflammation - diagnosis</topic><topic>Inflammation - mortality</topic><topic>Inflammation Mediators - blood</topic><topic>Liver Cirrhosis - blood</topic><topic>Liver Cirrhosis - diagnosis</topic><topic>Liver Cirrhosis - mortality</topic><topic>Liver disorders</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Mortality</topic><topic>NHANES</topic><topic>Nutrition Surveys</topic><topic>Predictive Value of Tests</topic><topic>Prognosis</topic><topic>Prospective Studies</topic><topic>Risk Assessment</topic><topic>Risk Factors</topic><topic>Time Factors</topic><topic>United States - epidemiology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yin, Yufeng</creatorcontrib><creatorcontrib>Zhu, Weijia</creatorcontrib><creatorcontrib>Xu, Qingling</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Nutrition, metabolism, and cardiovascular diseases</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yin, Yufeng</au><au>Zhu, Weijia</au><au>Xu, Qingling</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The systemic inflammation response index as a risk factor for hepatic fibrosis and long-term mortality among individuals with metabolic dysfunction-associated steatotic liver disease</atitle><jtitle>Nutrition, metabolism, and cardiovascular diseases</jtitle><addtitle>Nutr Metab Cardiovasc Dis</addtitle><date>2024-08</date><risdate>2024</risdate><volume>34</volume><issue>8</issue><spage>1922</spage><epage>1931</epage><pages>1922-1931</pages><issn>0939-4753</issn><issn>1590-3729</issn><eissn>1590-3729</eissn><abstract>The systemic inflammation response index (SIRI) is associated with various diseases with inflammatory components, but its relationship with the progression of hepatic fibrosis and survival outcomes in patients with metabolic dysfunction-associated steatotic liver disease (MASLD) is still unclear. This study was designed to investigate the potential associations between the SIRI and advanced hepatic fibrosis (AHF) as well as between the SIRI and long-term outcomes in individuals with MASLD.
A prospective cohort study was conducted using data gathered from the National Health and Nutrition Examination Survey (NHANES) spanning from 2005 to 2016. Weighted binary logistic regression, the Cox proportional hazards model, and time-dependent receiver operating characteristic (ROC) analyses were employed to assess the relationships among the SIRI, AHF, and mortality in patients with MASLD. Our study included a total of 5126 patients with MASLD. A higher SIRI was significantly associated with increased odds of AHF (OR 1.55, 95% CI 1.22, 1.96). According to the survival analyses, a higher SIRI was associated with greater all-cause (HR 1.19, 95% CI 1.15, 1.22) and cardiovascular mortality (HR 1.25, 95% CI 1.19, 1.32) after adjustment. The time-dependent ROC analysis indicated that the SIRI had a modest predictive value for discriminating MASLD individuals at higher versus lower mortality risk over 3-year, 5-year, and 10-year follow-up.
The SIRI is a promising tool for identifying MASLD individuals at risk of progressing to AHF and for predicting mortality outcomes.
•Higher SIRI is associated with increased odds of advanced hepatic fibrosis in NAFLD.•Elevated SIRI predicts greater risk of all-cause and cardiovascular mortality.•Ln-transforming SIRI yields linear relationships with mortality outcomes.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>38866613</pmid><doi>10.1016/j.numecd.2024.04.018</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0001-8840-3397</orcidid></addata></record> |
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subjects | Adult Aged Cause of Death Disease Progression Female Hepatic fibrosis Humans Inflammation Inflammation - blood Inflammation - diagnosis Inflammation - mortality Inflammation Mediators - blood Liver Cirrhosis - blood Liver Cirrhosis - diagnosis Liver Cirrhosis - mortality Liver disorders Male Middle Aged Mortality NHANES Nutrition Surveys Predictive Value of Tests Prognosis Prospective Studies Risk Assessment Risk Factors Time Factors United States - epidemiology |
title | The systemic inflammation response index as a risk factor for hepatic fibrosis and long-term mortality among individuals with metabolic dysfunction-associated steatotic liver disease |
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