Item request has been placed! ×
Item request cannot be made. ×
loading  Processing Request

Elevated Inflammatory Burden Index Is Association With Increased Sarcopenia: A Population-Based Study.

Item request has been placed! ×
Item request cannot be made. ×
loading   Processing Request
  • Additional Information
    • Source:
      Publisher: Wiley Country of Publication: United States NLM ID: 9209001 Publication Model: Print Cited Medium: Internet ISSN: 1466-1861 (Electronic) Linking ISSN: 09629351 NLM ISO Abbreviation: Mediators Inflamm Subsets: MEDLINE
    • Publication Information:
      Publication: 2023- : Hoboken, NJ : Wiley
      Original Publication: Oxford, UK : Rapid Communications of Oxford Ltd., c1992-
    • Subject Terms:
    • Abstract:
      Background: The inflammatory burden index (IBI) is a comprehensive indicator of the inflammatory state of the body and is associated with a variety of chronic diseases. Sarcopenia is a disease characterized by a reduction in skeletal muscle mass, but the association between IBI and sarcopenia is currently unclear.
      Methods: This study was based on data from the National Health and Nutrition Examination Survey (NHANES) 2015-2018 and included 4523 participants aged 20 years and older. IBI was calculated by the product of C-reactive protein (CRP) and neutrophil-to-lymphocyte ratio (NLR). Sarcopenia was defined by the extremity skeletal muscle mass index (ASM/body mass index [BMI]). The association between IBI and sarcopenia was analyzed using multivariate logistic regression models with nonlinear and subgroup analyses.
      Results: The mean age of the participants was 39.9 years, and 52.5% were female. Higher IBI scores were associated with a higher risk of chronic disease. IBI was positively associated with sarcopenia, with the highest IBI group having a 1.94 times greater risk of sarcopenia than the lowest group (95% CI: 1.34-2.81). The natural log transformation of IBI resulted in a 42% increase in risk of sarcopenia for each unit increase (95% CI: 1.08-1.87). Nonlinear analyses showed an inflection point in the association between IBI and sarcopenia at 2.38, with a significant increase in risk before the inflection point and no longer significant after the inflection point. Subgroup analyses showed that this association was consistent across sex, age, diabetes, cardiovascular disease (CVD), and chronic kidney disease (CKD).
      Conclusion: There is a positive association between IBI and sarcopenia with nonlinear characteristics. High IBI levels may increase the risk of sarcopenia, suggesting that inflammation may play an important role in sarcopenia, providing a potential target for future interventions.
      (Copyright © 2026 Li Xiao et al. Mediators of Inflammation published by John Wiley & Sons Ltd.)
    • References:
      Cruz-Jentoft A. J. and Sayer A. A., Sarcopenia, The Lancet. (2019) 393, no. 10191, 2636–2646.
      Cho M.-R., Lee S., and Song S.-K., A Review of Sarcopenia Pathophysiology, Diagnosis, Treatment and Future Direction, Journal of Korean Medical Science. (2022) 37, no. 18, e146.
      Papadopoulou S., Sarcopenia: A Contemporary Health Problem Among Older Adult Populations, Nutrients. (2020) 12, no. 5, 1293.
      Chen L.-K., Woo J., and Assantachai P., et al.Asian Working Group for Sarcopenia: 2019 Consensus Update on Sarcopenia Diagnosis and Treatment, Journal of the American Medical Directors Association. (2020) 21, no. 3, 300–307.e2.
      Jimenez-Gutierrez G. E., Martínez-Gómez L. E., Martínez-Armenta C., Pineda C., Martínez-Nava G. A., and Lopez-Reyes A., Molecular Mechanisms of Inflammation in Sarcopenia: Diagnosis and Therapeutic Update, Cells. (2022) 11, no. 15, 2359.
      Cilluffo G., Han Y.-Y., and Ferrante G., et al.The Dietary Inflammatory Index and Asthma Burden in Children: A Latent Class Analysis, Pediatric Allergy and Immunology. (2022) 33, no. 1, e13667.
      Xie H., Ruan G., and Ge Y., et al.Inflammatory Burden as a Prognostic Biomarker for Cancer, Clinical Nutrition. (2022) 41, no. 6, 1236–1243.
      Du M., Xu L., and Zhang X., et al.Association Between Inflammatory Burden Index and Unfavorable Prognosis After Endovascular Thrombectomy in Acute Ischemic Stroke, Journal of Inflammation Research. (2023) 16, 3009–3017.
      Xiong Z., Xu W., Wang Y., Cao S., Zeng X., and Yang P., Inflammatory Burden Index: Associations Between Osteoarthritis and All-cause Mortality Among Individuals With Osteoarthritis, BMC Public Health. (2024) 24, no. 1, 2203.
      Yu F. and Peng J., Association Between Inflammatory Burden Index and Cardiovascular Disease in Adult Americans: Evidence From NHANES. 2005–2010, Heliyon. (2024) 10, no. 18, e38273.
      Riccardi S., Giordano D., and Schettini F., et al.Cytochrome b and FAD Content in Polymorphonuclear Leucocytes in a Family With X-Linked Chronic Granulomatous Disease, Scandinavian Journal of Haematology. (1986) 37, 333–336.
      Picca A., Coelho-Junior H. J., Calvani R., Marzetti E., and Vetrano D. L., Biomarkers Shared by Frailty and Sarcopenia in Older Adults: A Systematic Review and Meta-Analysis, Ageing Research Reviews. (2022) 73, 101530.
      Bano G., Trevisan C., and Carraro S., et al.Inflammation and Sarcopenia: A Systematic Review and Meta-Analysis, Maturitas. (2017) 96, 10–15.
      Zhao J., Zeng L., and Liang G., et al.Higher Systemic Immune-Inflammation Index Is Associated With Sarcopenia in Individuals Aged 18–59 Years: A Population-Based Study, Scientific Reports. (2023) 13, no. 1, 22156.
      Zeng Q.-Y., Qin Y., and Shi Y., et al.Systemic Immune-Inflammation Index and All-Cause and Cause-Specific Mortality in Sarcopenia: A Study From National Health and Nutrition Examination Survey 1999–2018, Frontiers in Immunology. (2024) 15, 1376544.
      Cruz-Jentoft A. J., Bahat G., and Bauer J., et al.Sarcopenia: Revised European Consensus on Definition and Diagnosis, Age and Ageing. (2019) 48, 16–31.
      Sayer A. A. and Cruz-Jentoft A., Sarcopenia Definition, Diagnosis and Treatment: Consensus Is Growing, Age and Ageing. (2022) 51, no. 10, afac220.
      Granic A., Davies K., and Martin-Ruiz C., et al.Grip Strength and Inflammatory Biomarker Profiles in Very Old Adults, Age and Ageing. (2017) 46, no. 6, 976–982.
      Wu J., Lin S., and Chen W., et al.TNF-α Contributes to Sarcopenia through Caspase-8/Caspase-3/GSDME-Mediated Pyroptosis, Cell Death Discovery. (2023) 9, no. 1, 76.
      Sishi B. J. N. and Engelbrecht A.-M., Tumor Necrosis Factor Alpha (TNF-α) Inactivates the PI3-Kinase/PKB Pathway and Induces Atrophy and Apoptosis in l6 Myotubes, Cytokine. (2011) 54, no. 2, 173–184.
      Holbrook J., Lara-Reyna S., Jarosz-Griffiths H., and McDermott M., Tumour Necrosis Factor Signalling in Health and Disease, F1000Research. (2019) 8, 111.
      Lees S. J., Zwetsloot K. A., and Booth F. W., Muscle Precursor Cells Isolated From Aged Rats Exhibit an Increased Tumor Necrosis Factor- Alpha Response, Aging Cell. (2009) 8, no. 1, 26–35.
      Jang D.-I., Lee A.-H., and Shin H.-Y., et al.The Role of Tumor Necrosis Factor Alpha (TNF-α) in Autoimmune Disease and Current TNF-α Inhibitors in Therapeutics, International Journal of Molecular Sciences. (2021) 22, no. 5, 2719.
      Mankhong S., Kim S., Moon S., Kwak H.-B., Park D.-H., and Kang J.-H., Experimental Models of Sarcopenia: Bridging Molecular Mechanism and Therapeutic Strategy, Cells. (2020) 9, no. 6, 1385.
      Wang Y., Wehling-Henricks M., Samengo G., and Tidball J. G., Increases of m2a Macrophages and Fibrosis in Aging Muscle Are Influenced by Bone Marrow Aging and Negatively Regulated by Muscle-Derived Nitric Oxide, Aging Cell. (2015) 14, no. 4, 678–688.
      Shi L., Zhang L., Zhang D., and Chen Z., Association Between Systemic Immune-Inflammation Index and Low Muscle Mass in US Adults: A Cross-Sectional Study, BMC Public Health. (2023) 23, no. 1, 1416.
      Guo B., Liu X., and Si Q., et al.Associations of CBC-Derived Inflammatory Indicators With Sarcopenia and Mortality in Adults: Evidence From NHANES 1999–2006, BMC Geriatrics. (2024) 24, no. 1, 432.
      Benz E., Wijnant S. R. A., and Trajanoska K., et al.Sarcopenia, Systemic Immune-Inflammation Index and All-cause Mortality in Middle-Aged and Older People With COPD and Asthma: A Population-Based Study, ERJ Open Research. (2022) 8, no. 1, 00628-2021.
      Ruiz-Margain A., Pohlmann A., and Lanzerath S., et al.Myostatin Is Associated With the Presence and Development of Acute-on-Chronic Liver Failure, JHEP Reports. (2023) 5, no. 8, 100761.
      Lu Z., Hu Y., and He H., et al.Associations of Muscle Mass, Strength, and Quality With Diabetes and the Mediating Role of Inflammation in Two National Surveys From China and the United States, Diabetes Research and Clinical Practice. (2024) 214, 111783.
      Wang T., Zhou D., and Hong Z., Adipose Tissue in Older Individuals: A Contributing Factor to Sarcopenia, Metabolism-Clinical and Experimental. (2024) 160, 155998.
    • Grant Information:
      2022-2-088 Ganzhou Municipal Health Commission; 2022A264 Jiangxi Provincial Administration of Traditional Chinese Medicine; 202310737 Health Commission of Jiangxi Province; GZ2023ZSF131 Ganzhou Guiding Science and Technology Plan
    • Contributed Indexing:
      Keywords: C-reactive protein; NHANES; inflammatory burden index; neutrophil-to-lymphocyte ratio; sarcopenia
    • Accession Number:
      9007-41-4 (C-Reactive Protein)
    • Publication Date:
      Date Created: 20260326 Date Completed: 20260326 Latest Revision: 20260507
    • Publication Date:
      20260507
    • Accession Number:
      PMC13140181
    • Accession Number:
      10.1155/mi/9991220
    • Accession Number:
      41886359