Skip to main content
Log in

Serum Il-6 and IGF-1 improve clinical prediction of functional decline after hospitalization in older patients

  • Original Article
  • Published:
Aging Clinical and Experimental Research Aims and scope Submit manuscript

Abstract

Background and aims: Although inflammatory and hormonal markers have been associated with further functional adverse outcomes in community-dwelling seniors, these markers have not been studied from this perspective in acutely ill older patients. This prospective study was designed to determine whether biological markers can improve the predictive value of a clinical screening tool to assess the risk of functional decline in hospitalized older patients. Methods: Patients aged 75 years and over admitted for hip fracture, acute heart failure or infection (n=118) were recruited. The clinical screening tool SHERPA was filled in on admission, with concomitant measurement of interleukin-6 (IL-6), insulin-like growth factor 1 (IGF-1), C-reactive protein (CRP), white blood cells, urea, albumin, pre-albumin and total cholesterol. Functional decline was defined as a decrease of one point in the activities of daily living scale between pre-admission and 3-month post-discharge status. We compared the discrimination calibration of SHERPA vs SHERPA+, a logistic regression model including SHERPA and selected biomarkers. Results: Three months after discharge, functional decline had occurred in 46 patients. Interleukin-6 (IL-6) and insulinlike growth factor 1 (IGF-1) were selected, since their levels were significantly different between decliners and non-decliners, and were included in the new logistic regression model SHERPA+. Areas under the ROC curve [95% CI] for functional decline prediction were 0.73 [0.63–0.81] for SHERPA vs 0.79 [0.69–0.86] for SHERPA+ (p=0.14). However, SHERPA+ was better calibrated, as the average predicted risk of functional decline within subgroups matched the proportion which actually underwent functional decline (Brier score=0.185). Since functional decline was higher in patients with hip fracture, the SHERPA+ model was challenged by including the diagnosis. Only SHERPA, IGF-1 and diagnosis were significantly associated with functional decline. Conclusions: Selected biological markers may marginally improve the clinical prediction of post-discharge functional decline in hospitalized patients, and to stratify them appropriately. The predictive value of these biomarkers is not fully independent of disease status. Further studies are needed to confirm these results in a cohort representative of older patients admitted through the emergency department.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

References

  1. Stuck AE, Siu AL, Wieland GD, Adams J, Rubenstein LZ. Comprehensive geriatric assessment: a meta-analysis of controlled trials. Lancet 1993; 342: 1032–6.

    Article  CAS  PubMed  Google Scholar 

  2. Baztan JJ, Suarez-Garcia FM, Lopez-Arrieta J, Rodriguez-Manas L, Rodriguez-Artalejo F. Effectiveness of acute geriatric units on functional decline, living at home, and case fatality among older patients admitted to hospital for acute medical disorders: meta-analysis. BMJ 2009; 338: b50.

    Article  PubMed  PubMed Central  Google Scholar 

  3. Sager MA, Franke T, Inouye SK et al. Functional outcomes of acute medical illness and hospitalization in older persons. Arch Intern Med 1996; 156: 645–52.

    Article  CAS  PubMed  Google Scholar 

  4. Rozzini R, Frisoni GB, Franzoni S, Trabucchi M. Change in functional status during hospitalization in older adults: a geriatric concept of frailty. J Am Geriatr Soc 2000; 48: 1024–5.

    Article  CAS  PubMed  Google Scholar 

  5. Cornette P, Swine C, Malhomme B, Gillet J-B, Meert P, D’Hoore W. Early evaluation of the risk of functional decline following hospitalization of older patients: development of a predictive tool. Eur J Public Health 2006; 16: 203–8.

    Article  PubMed  Google Scholar 

  6. Sager MA, Rudberg MA, Jalaluddin M et al. Hospital admission risk profile (HARP): identifying older patients at risk for functional decline following acute medical illness and hospitalization. J Am Geriatr Soc 1996; 44: 251–7.

    Article  CAS  PubMed  Google Scholar 

  7. McCusker J, Bellavance F, Cardin S, Trepanier S, Verdon J, Ardman O. Detection of older people at increased risk of adverse health outcomes after an emergency visit: the ISAR screening tool. J Am Geriatr Soc 1999; 47: 1229–37.

    Article  CAS  PubMed  Google Scholar 

  8. Sutton M, Grimmer-Somers K, Jeffries L. Screening tools to identify hospitalised elderly patients at risk of functional decline: a systematic review. Int J Clin Pract 2008; 62: 1900–9.

    Article  CAS  PubMed  Google Scholar 

  9. Cappola AR, Xue QL, Ferrucci L, Guralnik JM, Volpato S, Fried LP. Insulin-like growth factor I and interleukin-6 contribute synergistically to disability and mortality in older women. J Clin Endocrinol Metab 2003; 88: 2019–25.

    Article  CAS  PubMed  Google Scholar 

  10. Wu AW, Yasui Y, Alzola C et al. Predicting functional status outcomes in hospitalized patients aged 80 years and older. J Am Geriatr Soc 2000; 48: S6–15.

    Article  CAS  PubMed  Google Scholar 

  11. Walston J, Hadley EC, Ferrucci L et al. Research agenda for frailty in older adults: toward a better understanding of physiology and etiology: summary from the American Geriatrics Society/National Institute on Aging Research Conference on Frailty in Older Adults. J Am Geriatr Soc 2006; 54: 991–1001.

    Article  PubMed  Google Scholar 

  12. Ferrucci L, Harris TB, Guralnik JM et al. Serum IL-6 level and the development of disability in older persons. J Am Geriatr Soc 1999; 47: 639–46.

    Article  CAS  PubMed  Google Scholar 

  13. Ferrucci L, Penninx BW, Volpato S et al. Change in muscle strength explains accelerated decline of physical function in older women with high interleukin-6 serum levels. J Am Geriatr Soc 2002; 50: 1947–54.

    Article  PubMed  Google Scholar 

  14. Reuben DB, Cheh AI, Harris TB et al. Peripheral blood markers of inflammation predict mortality and functional decline in highfunctioning community-dwelling older persons. J Am Geriatr Soc 2002; 50: 638–44.

    Article  PubMed  Google Scholar 

  15. Papadakis MA, Grady D, Tierney MJ, Black D, Wells L, Grunfeld C. Insulin-like growth factor 1 and functional status in healthy older men. J Am Geriatr Soc 1995; 43: 1350–5.

    Article  CAS  PubMed  Google Scholar 

  16. Thissen J-P, Beauloye V, Ketelslegers J-M, Underwood LE. Regulation of Insulin-Like Growth Factor-I by Nutrition. In Houston MS Holly JMP, Feldman EL (eds) IGF and Nutrition in Health and Disease. Totowa, NJ: Humana Press Inc, 2005: 25–52.

    Google Scholar 

  17. Katz S, Ford AB, Moskowitz RW, Jackson BA, Jaffe MW. Studies of illness in the aged. The index of ADL: a standardized measure of biological and psychosocial function. JAMA 1963; 185: 914–9.

    Article  CAS  PubMed  Google Scholar 

  18. Miller MD, Paradis CF, Houck PR et al. Rating chronic medical illness burden in geropsychiatric practice and research: application of the Cumulative Illness Rating Scale. Psychiatry Res 1992; 41: 237–48.

    Article  CAS  PubMed  Google Scholar 

  19. Folstein MF, Folstein SE, McHugh PR. “Mini-mental state”. A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res 1975; 12: 189–98.

    Article  CAS  PubMed  Google Scholar 

  20. Lawton MP, Brody EM. Assessment of older people: self-maintaining and instrumental activities of daily living. Gerontologist 1969; 9: 179–86.

    Article  CAS  PubMed  Google Scholar 

  21. Hanley JA, McNeil BJ. A method of comparing the areas under receiver operating characteristic curves derived from the same cases. Radiology 1983; 148: 839–43.

    Article  CAS  PubMed  Google Scholar 

  22. Brier GW. Verification of forecasts expressed in terms of probabilities. Monthly Weather Review 1950; 78: 1–3.

    Article  Google Scholar 

  23. Bautmans I, Njemini R, Lambert M, Demanet C, Mets T. Circulating acute phase mediators and skeletal muscle performance in hospitalized geriatric patients. J Gerontol A Biol Sci Med Sci 2005; 60: 361–7.

    Article  PubMed  Google Scholar 

  24. El Solh A, Pineda L, Bouquin P, Mankowski C. Determinants of short and long term functional recovery after hospitalization for community-acquired pneumonia in the elderly: role of inflammatory markers. BMC Geriatrics 2006; 6: 12.

    Article  PubMed  PubMed Central  Google Scholar 

  25. Formiga F, Acebes G, Alia P, Blancas D, Pujol R, Navarro MA. Serum insulin-like growth factor levels do not predict functional recovery after hospitalization in nonagenarian patients. Horm Res 2003; 59: 249–53.

    CAS  PubMed  Google Scholar 

  26. Covinsky KE, Martin GE, Beyth RJ, Justice AC, Sehgal AR, Landefeld CS. The relationship between clinical assessments of nutritional status and adverse outcomes in older hospitalized medical patients. J Am Geriatr Soc 1999; 47: 532–8.

    Article  CAS  PubMed  Google Scholar 

  27. Narain P, Rubenstein LZ, Wieland GD et al. Predictors of immediate and 6-month outcomes in hospitalized elderly patients. The importance of functional status. J Am Geriatr Soc 1988; 36: 775–83.

    Article  CAS  PubMed  Google Scholar 

  28. Chew DP, Bhatt DL, Robbins MA et al. Incremental prognostic value of elevated baseline C-reactive protein among established markers of rRisk in percutaneous coronary intervention. Circulation 2001; 104: 992–7.

    Article  CAS  PubMed  Google Scholar 

  29. Alley DE, Crimmins E, Bandeen-Roche K, Guralnik J, Ferrucci L. Three-year change in inflammatory markers in elderly people and mortality: The Invecchiare in Chianti Study. J Am Geriatr Soc 2007; 55: 1801–7.

    Article  PubMed  PubMed Central  Google Scholar 

  30. Bruunsgaard H, Skinhoj P, Qvist J, Pedersen BK. Elderly humans show prolonged in vivo inflammatory activity during pneumococcal infections. J Infect Dis 1999; 180: 551–4.

    Article  CAS  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Marie de Saint-Hubert MD.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

de Saint-Hubert, M., Jamart, J., Morrhaye, G. et al. Serum Il-6 and IGF-1 improve clinical prediction of functional decline after hospitalization in older patients. Aging Clin Exp Res 23, 106–111 (2011). https://doi.org/10.1007/BF03654779

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF03654779

Keywords

Navigation