Skip to main content

Advertisement

Log in

Increased nutrition-related risk as an independent predictor of the incidence of hypoglycemia in the hospitalized older individuals with type 2 diabetes: a single-center cohort study

  • Original Article
  • Published:
Diabetology International Aims and scope Submit manuscript

Abstract

Background and aims

There are few reports on the association between malnutrition and hypoglycemia. The geriatric nutritional risk index (GNRI) allows risk classification by morbidity and mortality resulting from conditions often associated with malnutrition in older individuals. However, the association between GNRI and hypoglycemia is unclear. This study examined the associations between nutrition-related risk and hypoglycemia among older individuals with type 2 diabetes (T2D) using diabetes medication.

Methods

This single-center historical cohort study included hospitalized patients aged ≥ 65 years with T2D on medication. Nutrition-related risk was assessed using the GNRI and classified into four risk groups. Hypoglycemia and serious hypoglycemia were determined by oral or intravenous glucose intake and blood glucose < 3.9 mmol/L (70 mg/dL) as hypoglycemia, among them blood glucose < 3.0 mmol/L (54 mg/dL) as serious hypoglycemia. Data were recorded at least once during hospitalization.

Results

Patients who met the criteria (n = 1.754) were included in the study. The participants median age was 75.0 years. During the study, 81 patients (4.6%) experienced hypoglycemia and 7 patients (0.4%) experienced serious hypoglycemia. Hypoglycemia was observed in patients in the major risk (16.0%), moderate risk (9.7%), low risk (5.2%), and no risk (1.5%) groups (p for trend < 0.001). After adjusting for other risk factors, the hazard ratios of hypoglycemic among people with major, moderate, and low risk were 5.50, 3.86, and 2.55, respectively.

Conclusions

Hypoglycemia increased with increasing nutrition-related risk among older individuals with T2D using diabetes medication. The GNRI is a simple and useful assessment tool in the clinical setting.

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.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  1. Zoungas S, Patel A, Chalmers J, De Galan BE, Li Q, Billot L, et al. Severe hypoglycemia and risks of vascular events and death. N Engl J Med. 2010;363:1410–8. https://doi.org/10.1056/NEJMoa1003795.

    Article  CAS  PubMed  Google Scholar 

  2. Bonds DE, Miller ME, Bergenstal RM, Buse JB, Byington RP, Cutler JA, et al. The association between symptomatic, severe hypoglycaemia and mortality in type 2 diabetes: retrospective epidemiological analysis of the ACCORD study. BMJ. 2010;340:b4909. https://doi.org/10.1136/bmj.b4909.

    Article  PubMed  PubMed Central  Google Scholar 

  3. Brodovicz KG, Mehta V, Zhang Q, Zhao C, Davies MJ, Chen J, et al. Association between hypoglycemia and inpatient mortality and length of hospital stay in hospitalized, insulin-treated patients. Curr Med Res Opin. 2013;29:101–7. https://doi.org/10.1185/03007995.2012.754744.

    Article  CAS  PubMed  Google Scholar 

  4. Zapatero A, Gómez-Huelgas R, González N, Canora J, Asenjo Á, Hinojosa J, et al. Frequency of hypoglycemia and its impact on length of stay, mortality, and short-term readmission in patients with diabetes hospitalized in internal medicine wards. Endocr Pract. 2014;20:870–5. https://doi.org/10.4158/EP14006.OR.

    Article  PubMed  Google Scholar 

  5. Nicolucci A, Prosperini G, Buzzetti R, Decosmo S, Fanelli CG, Napoli R, et al. A multistep approach for the stratification of the risk of severe hypoglycemia in patients with type 2 diabetes. Minerva Endocrinol. 2018;43:501–10. https://doi.org/10.23736/S0391-1977.18.02850-X.

    Article  PubMed  Google Scholar 

  6. Yaffe K, Falvey CM, Hamilton N, Harris TB, Simonsick EM, Strotmeyer ES, et al. Association between hypoglycemia and dementia in a biracial cohort of older adults with diabetes mellitus. JAMA Intern Med. 2013;173:1300–6. https://doi.org/10.1001/jamainternmed.2013.6176.

    Article  PubMed  PubMed Central  Google Scholar 

  7. Yun JS, Park YM, Han K, Cha SA, Ahn YB, Ko SH. Association between BMI and risk of severe hypoglycaemia in type 2 diabetes. Diabetes Metab. 2019;45:19–25. https://doi.org/10.1016/j.diabet.2018.03.006.

    Article  PubMed  Google Scholar 

  8. Leibovitz E, Wainstein J, Boaz M. Association of albumin and cholesterol levels with incidence of hypoglycaemia in people admitted to general internal medicine units. Diabet Med. 2018;35:1735–41. https://doi.org/10.1111/dme.13792.

    Article  CAS  PubMed  Google Scholar 

  9. Norman K, Pichard C, Lochs H, Pirlich M. Prognostic impact of disease-related malnutrition. Clin Nutr. 2008;27:5–15. https://doi.org/10.1016/j.clnu.2007.10.007.

    Article  PubMed  Google Scholar 

  10. Kuzuya M, Izawa S, Enoki H, Okada K, Iguchi A. Is serum albumin a good marker for malnutrition in the physically impaired elderly? Clin Nutr. 2007;26:84–90. https://doi.org/10.1016/j.clnu.2006.07.009.

    Article  CAS  PubMed  Google Scholar 

  11. Leibovitz E, Adler H, Giryes S, Ditch M, Burg NF, Boaz M. Malnutrition risk is associated with hypoglycemia among general population admitted to internal medicine units. Results from the MENU study. Eur J Clin Nutr. 2018;72:888–93. https://doi.org/10.1038/s41430-018-0143-9.

    Article  PubMed  Google Scholar 

  12. Bouillanne O, Morineau G, Dupant C, Coulombel I, Vincent JP, Nicolis I, et al. Geriatric nutritional risk index: a new index for evaluating at-risk elderly medical patients. Am J Clin Nutr. 2005;82:777–83. https://doi.org/10.1093/ajcn/82.4.777.

    Article  CAS  PubMed  Google Scholar 

  13. Abd-El-Gawad WM, Abou-Hashem RM, El Maraghy MO, Amin GE. The validity of geriatric nutrition risk index: simple tool for prediction of nutritional-related complication of hospitalized elderly patients. Comparison with mini nutritional assessment. Clin Nutr. 2014;33:1108–16. https://doi.org/10.1016/j.clnu.2013.12.005.

    Article  PubMed  Google Scholar 

  14. Kinugasa Y, Kato M, Sugihara S, Hirai M, Yamada K, Yanagihara K, et al. Geriatric nutritional risk index predicts functional dependency and mortality in patients with heart failure with preserved ejection fraction. Circ J. 2013;77:705–11. https://doi.org/10.1253/circj.CJ-12-1091.

    Article  CAS  PubMed  Google Scholar 

  15. Cereda E, Limonta D, Pusani C, Vanotti A. Assessing elderly at risk of malnutrition: the new geriatric nutritional risk index versus nutritional risk index. Nutrition. 2006;22:680–2. https://doi.org/10.1016/j.nut.2006.02.003.

    Article  PubMed  Google Scholar 

  16. Cereda E, Zagami A, Vanotti A, Piffer S, Pedrolli C. Geriatric nutritional risk index and overall-cause mortality prediction in institutionalized elderly: a 3-year survival analysis. Clin Nutr. 2008;27:717–23. https://doi.org/10.1016/j.clnu.2008.07.005.

    Article  PubMed  Google Scholar 

  17. Cereda E, Limonta D, Pusani C, Vanotti A. Geriatric nutritional risk index: a possible indicator of short-term mortality in acutely hospitalized older people. J Am Geriatr Soc. 2006;54:1011–2. https://doi.org/10.1111/j.1532-5415.2006.00754.x.

    Article  PubMed  Google Scholar 

  18. Yamada S, Yamamoto S, Fukuma S, Nakano T, Tsuruya K, Inaba M. Geriatric nutritional risk index (GNRI) and creatinine index equally predict the risk of mortality in hemodialysis patients: J-DOPPS. Sci Rep. 2020;10:5756. https://doi.org/10.1038/s41598-020-62720-6.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  19. NICE-SUGAR Study Investigators, Finfer S, Liu B, Chittock DR, Norton R, Myburgh JA, et al. Hypoglycemia and risk of death in critically ill patients. N Engl J Med. 2012;367:1108–18. https://doi.org/10.1056/nejmoa1204942.

    Article  Google Scholar 

  20. Eckart A, Struja T, Kutz A, Baumgartner A, Baumgartner T, Zurfluh S, et al. Relationship of nutritional status, inflammation, and serum albumin levels during acute illness: a prospective study. Am J Med. 2020;133(6):713-22.e7. https://doi.org/10.1016/j.amjmed.2019.10.031.

    Article  CAS  PubMed  Google Scholar 

  21. Kanda Y. Investigation of the freely available easy-to-use software “EZR” for medical statistics. Bone Marrow Transplant. 2013;48:452–8. https://doi.org/10.1038/bmt.2012.244.

    Article  CAS  PubMed  Google Scholar 

  22. Kanungo S, Wells K, Tribett T, El-Gharbawy A. Glycogen metabolism and glycogen storage disorders. Ann Transl Med. 2018;6:474. https://doi.org/10.21037/atm.2018.10.59.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Ellingwood SS, Cheng A. Biochemical and clinical aspects of glycogen storage diseases. J Endocrinol. 2018;238:R131–41. https://doi.org/10.1530/JOE-18-0120.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  24. Poulia KA, Yannakoulia M, Karageorgou D, Gamaletsou M, Panagiotakos DB, Sipsas NV, et al. Evaluation of the efficacy of six nutritional screening tools to predict malnutrition in the elderly. Clin Nutr. 2012;31:378–85. https://doi.org/10.1016/j.clnu.2011.11.017.

    Article  PubMed  Google Scholar 

  25. Kenchaiah S, Pocock SJ, Wang D, Finn PV, Zornoff LAM, Skali H, et al. Body mass index and prognosis in patients with chronic heart failure: insights from the candesartan in heart failure: assessment of reduction in mortality and morbidity (CHARM) program. Circulation. 2007;116:627–36. https://doi.org/10.1161/CIRCULATIONAHA.106.679779.

    Article  PubMed  Google Scholar 

Download references

Funding

No funding to declare.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Manabu Akazawa.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Research involving human participants

All procedures followed were in accordance with the Helsinki Declaration of 1964 and later versions. The study protocol was approved by the Ethics Committees of Soka Municipal Hospital (approval no: 2020–06, approval date: 23 June 2020) and Meiji Pharmaceutical University (approval no: 202010, approval date: 6 July 2020).

Informed consent

Due to the retrospective observational design, written informed consent was not obtained from the participants, although it was obtained via the opt-out method through the website of the institution.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kimura, Y., Kimura, N. & Akazawa, M. Increased nutrition-related risk as an independent predictor of the incidence of hypoglycemia in the hospitalized older individuals with type 2 diabetes: a single-center cohort study. Diabetol Int 12, 420–429 (2021). https://doi.org/10.1007/s13340-021-00499-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13340-021-00499-1

Keywords

Navigation