Hyperinflammatory nutritional index as an exploratory combined inflammatory and nutritional marker: associations with cytokines and β2-microglobulin in COVID-19.

IF 3.2 3区 医学 Q2 INFECTIOUS DISEASES
Gülsüm Kaya, Cengiz Karacaer, Cenk Sunu, Hasan Ergenç, Aziz Öğütlü
{"title":"Hyperinflammatory nutritional index as an exploratory combined inflammatory and nutritional marker: associations with cytokines and β2-microglobulin in COVID-19.","authors":"Gülsüm Kaya, Cengiz Karacaer, Cenk Sunu, Hasan Ergenç, Aziz Öğütlü","doi":"10.1186/s12879-026-14525-7","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>COVID-19 is characterized by heterogeneous clinical presentations, ranging from mild disease to severe hyperinflammatory states. While individual inflammatory biomarkers are associated with disease severity, the clinical relevance of combined immunonutritional indices remains unclear.</p><p><strong>Methods: </strong>This observational cross-sectional study included 60 COVID-19 patients categorized as ICU, ward, and outpatient groups. The hyperinflammatory nutritional index (HNI), calculated as CRP × ferritin / albumin, was evaluated alongside cytokines and β2-microglobulin. Correlation and ROC analyses were performed.</p><p><strong>Results: </strong>ICU patients exhibited significantly higher inflammatory markers, cytokines, β2-microglobulin, and HNI levels. HNI showed a strong correlation with ferritin (r = 0.945) and moderate correlations with cytokines. ROC analysis demonstrated a high AUC (0.953) for HNI; however, this finding should be interpreted cautiously given the small sample size and potential mathematical coupling.</p><p><strong>Conclusions: </strong>HNI appears to reflect the combined burden of inflammation and nutritional status rather than an independent biomarker. Its clinical utility beyond individual parameters remains uncertain and requires validation in larger studies.</p>","PeriodicalId":8981,"journal":{"name":"BMC Infectious Diseases","volume":"26 1","pages":""},"PeriodicalIF":3.2000,"publicationDate":"2026-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13625298/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Infectious Diseases","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12879-026-14525-7","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"INFECTIOUS DISEASES","Score":null,"Total":0}
引用次数: 0

Abstract

Background: COVID-19 is characterized by heterogeneous clinical presentations, ranging from mild disease to severe hyperinflammatory states. While individual inflammatory biomarkers are associated with disease severity, the clinical relevance of combined immunonutritional indices remains unclear.

Methods: This observational cross-sectional study included 60 COVID-19 patients categorized as ICU, ward, and outpatient groups. The hyperinflammatory nutritional index (HNI), calculated as CRP × ferritin / albumin, was evaluated alongside cytokines and β2-microglobulin. Correlation and ROC analyses were performed.

Results: ICU patients exhibited significantly higher inflammatory markers, cytokines, β2-microglobulin, and HNI levels. HNI showed a strong correlation with ferritin (r = 0.945) and moderate correlations with cytokines. ROC analysis demonstrated a high AUC (0.953) for HNI; however, this finding should be interpreted cautiously given the small sample size and potential mathematical coupling.

Conclusions: HNI appears to reflect the combined burden of inflammation and nutritional status rather than an independent biomarker. Its clinical utility beyond individual parameters remains uncertain and requires validation in larger studies.

高炎性营养指数作为一种探索性的炎症和营养联合标志物:与COVID-19中细胞因子和β2微球蛋白的关联
背景:COVID-19具有异质性的临床表现,从轻度疾病到严重的高炎症状态。虽然单个炎症生物标志物与疾病严重程度相关,但联合免疫营养指标的临床相关性尚不清楚。方法:本观察性横断面研究纳入60例COVID-19患者,分为ICU、病房和门诊组。以CRP ×铁蛋白/白蛋白计算的高炎性营养指数(HNI)与细胞因子和β2微球蛋白一起评估。进行相关分析和ROC分析。结果:ICU患者炎症标志物、细胞因子、β2微球蛋白、HNI水平明显升高。HNI与铁蛋白呈强相关(r = 0.945),与细胞因子呈中等相关。ROC分析显示,HNI的AUC较高(0.953);然而,考虑到小样本量和潜在的数学耦合,这一发现应该谨慎解释。结论:HNI似乎反映了炎症和营养状况的综合负担,而不是一个独立的生物标志物。它在个体参数之外的临床应用仍然不确定,需要在更大规模的研究中验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
BMC Infectious Diseases
BMC Infectious Diseases 医学-传染病学
CiteScore
6.50
自引率
0.00%
发文量
860
审稿时长
3.3 months
期刊介绍: BMC Infectious Diseases is an open access, peer-reviewed journal that considers articles on all aspects of the prevention, diagnosis and management of infectious and sexually transmitted diseases in humans, as well as related molecular genetics, pathophysiology, and epidemiology.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书