Horm Metab Res 2020; 52(09): 660-668
DOI: 10.1055/a-1181-8781
Endocrine Care

Prediction of Hypoglycemia During Admission of Non-Critically Ill Patients: Results from the MENU Study

1   Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
,
Meital Ditch
2   Department of Internal Medicine A, Kaplan Medical Center, Rehovot, Israel
,
Henriett Adler
3   Department of Internal Medicine F, Edith Wolfson Medical Center, Holon, Israel
,
Sami Giryes
4   Department of Internal Medicine B, Rambam Health Care Campus, Haifa, Israel
,
Noa Felner Burg
5   Department of Internal Medicine A, Edith Wolfson Medical Center, Holon, Israel
,
Mona Boaz
6   Department of Nutrition Sciences, Ariel University, Ariel, Israel
,
Eyal Leibovitz
7   Department of Internal Medicine A, Yoseftal Hospital, Eilat, Israel
› Author Affiliations

Abstract

The objective of the work was to study admission parameters associated with an increased incidence of hypoglycemia during hospitalization of non-critically ill patients. Included in this cross-sectional study were patients admitted to internal medicine units. The Nutritional Risk Screening 2002 (NRS2002) was used for nutritional screening. Data recorded included admission serum albumin (ASA) and all glucose measurements obtained by the institutional blood glucose monitoring system. Neither of these are included in the NRS2002 metrics. Hypoalbuminemia was defined as ASA<3.5 g/dl. Patients were categorized as hypoglycemic if they had at least one documented glucose≤70 mg/dl during the hospitalization period. Included were 1342 patients [median age 75 years (IQR 61–84), 51.3% male, 52.5% with diabetes mellitus, (DM)], who were screened during three distinct periods of time from 2011–2018. The incidence of hypoglycemia was 10.8% with higher rates among DM patients (14.6 vs. 6.6%, p<0.001). Hypoglycemia incidence was negatively associated with ASA regardless of DM status. Multivariable regression showed that ASA (OR 0.550 per g/dl, 95% CI 0.387–0.781, p=0.001) and positive NRS2002 (OR 1.625, 95% CI 1.072–2.465, p=0.022) were significantly associated with hypoglycemia. The addition of hypoalbuminemia status to the NRS2002 tool improved the overall sensitivity from 0.55 to 0.71, but reduced specificity from 0.63 to 0.46. The negative predictive value was 0.93. Our data suggest that the combination of positive malnutrition screen and hypoalbuminemia upon admission are independently associated with the incidence of hypoglycemia among non-critically ill patients, regardless of diabetes mellitus status.



Publication History

Received: 16 September 2019

Accepted: 13 May 2020

Article published online:
06 July 2020

© Georg Thieme Verlag KG
Stuttgart · New York

 
  • References

  • 1 Disease-related Malnutrition an Evidence-based Approach to Treatment. Rebecca J. Stratton RJ, Green CJ, Elia M, Eds. Wallingford, UK: CABI Publishing; 2003
  • 2 FAO, IFAD and WFP The State of Food Insecurity in the World. Meeting the 2015 international hunger targets: Taking stock of uneven progress. Food and Agriculture Organization of the United Nations; Rome: 2015
  • 3 Saunders J, Smith T. Malnutrition: Causes and consequences. Clin Med 2010; 10: 624-627
  • 4 Wang H, Bhutta ZA, Coates MM. et al. Global, regional, national, and selected subnational levels of stillbirths, neonatal, infant, and under-5 mortality, 1980–2015: A systematic analysis for the Global Burden of Disease Study 2015. Lancet 2016; 388: 1725-1774
  • 5 Puntis JWL. Malnutrition in Developed Countries. Ann Nestlé (English ed) 2009; 67: 65-72
  • 6 Ballesteros-Pomar MD, Calleja-Fernández A, González-Valdés M. et al. Repercusiones clínicas y económicas de la desnutrición relacionada con la enfermedad en un servicio de Medicina Interna: Estudio de cohortes prospectivas. Rev Clínica Española 2016; 216: 468-473
  • 7 Jensen GL, Friedmann JM, Coleman CD. et al. Screening for hospitalization and nutritional risks among community-dwelling older persons. Am J Clin Nutr 2001; 74: 201-205
  • 8 Rosa CB, Garces SB, Figueiró MF. et al. Nutritional risk and probability of repeated hospital admission in elderly assisted at primary care. Gerontologist 2015; 55: 190-190
  • 9 Wallace JI, Schwartz RS, LaCroix AZ. et al. Involuntary weight loss in older outpatients: Incidence and clinical significance. J Am Geriatr Soc 1995; 43: 329-337
  • 10 Edington J, Boorman J, Durrant ER. et al. Prevalence of malnutrition on admission to four hospitals in England. Clin Nutr 2000; 19: 191-195
  • 11 Brodovicz KG, Mehta V, Zhang Q. et al. Association between hypoglycemia and inpatient mortality and length of hospital stay in hospitalized, insulin-treated patients. Curr Med Res Opin 2013; 29: 101-107
  • 12 Zapatero A, Gómez-Huelgas R, González N. 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: 870-875
  • 13 Turchin A, Matheny ME, Shubina M. et al. Hypoglycemia and clinical outcomes in patients with diabetes hospitalized in the general ward. Diabetes Care 2009; 32: 1153-1157
  • 14 Nirantharakumar K, Marshall T, Hodson J. et al. Hypoglycemia in non-diabetic in-patients: Clinical or criminal?. PLoS One 2012; 7: e40384
  • 15 Tsujimoto T, Yamamoto-Honda R, Kajio H. et al. Prediction of 90-day mortality in patients without diabetes by severe hypoglycemia: Blood glucose level as a novel marker of severity of underlying disease. Acta Diabetol 2015; 52: 307-314
  • 16 Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33) UK Prospective Diabetes Study (UKPDS) Group. Lancet (London, England) 1998; 352: 837-853
  • 17 Leibovitz E, Adler H, Giryes S. et al. 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: 888-893
  • 18 Zhang Z, Pereira S, Luo M. et al. Evaluation of blood biomarkers associated with risk of malnutrition in older adults: A systematic review and meta-analysis. Nutrients 2017; 9: 829
  • 19 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: 1735-1741
  • 20 Lee JL, Oh ES, Lee RW. et al. Serum albumin and prealbumin in calorically restricted, nondiseased individuals: A systematic review. Am J Med 2015; 128: 1023.e1-1023.e22
  • 21 Kominsky DJ, Campbell EL, Colgan SP. Metabolic shifts in immunity and inflammation. J Immunol 2010; 184: 4062-4068
  • 22 Rasmussen HH, Holst M, Kondrup J. Measuring nutritional risk in hospitals. Clin Epidemiol 2010; 2: 209
  • 23 Kondrup J, Allison SP, Elia M. et al. ESPEN guidelines for nutrition screening 2002. Clin Nutr 2003; 22: 415-421
  • 24 Boaz M, Landau Z, Matas Z. et al. Institutional blood glucose monitoring system for hospitalized patients: An integral component of the inpatient glucose control program. J Diabetes Sci Technol 2009; 3: 1168-1174
  • 25 Burda P, Hochuli M. Hepatic glycogen storage disorders. Curr Opin Clin Nutr Metab Care 2015; 18: 415-421
  • 26 Leibovitz E, Moore F, Mintser I. et al. Consumption of nutrition supplements is associated with less hypoglycemia during admission—results from the MENU Project. Nutrients 2019; 11: 1832
  • 27 Maltzman JS, Berns JS. Are inflammatory cytokines the “evil humors” that increase morbidity and cardiovascular mortality in chronic kidney disease?. Semin Dial 2005; 18: 441-443
  • 28 Khanimov I, Wainstein J, Boaz M. et al. Reduction of serum albumin in non-critically ill patients during hospitalization is associated with incident hypoglycaemia. Diabetes Metab 2019; 46: 27-32
  • 29 Fleck A, Raines G, Hawker F. et al. Increased vascular permeability: A major cause of hypoalbuminaemia in disease and injury. Lancet (London, England) 1985; 1: 781-784
  • 30 Margarson MP, Soni N. Serum albumin: touchstone or totem?. Anaesthesia 1998; 53: 789-803
  • 31 Akirov A, Masri-Iraqi H, Atamna A. et al. Low albumin levels are associated with mortality risk in hospitalized patients. Am J Med 2017; 130: 1465.e11-1465.e19
  • 32 Herrmann FR, Safran C, Levkoff SE. et al. Serum albumin level on admission as a predictor of death, length of stay, and readmission. Arch Intern Med 1992; 152: 125-130
  • 33 Seaquist ER, Anderson J, Childs B. et al. Hypoglycemia and Diabetes: A Report of a Workgroup of the American Diabetes Association and The Endocrine Society. J Clin Endocrinol Metab 2013; 98: 1845-1859
  • 34 Akirov A, Grossman A, Shochat T. et al. Mortality among hospitalized patients with hypoglycemia: insulin-related and non-insulin related. J Clin Endocrinol Metab 2016; 102: jc.2016-2653
  • 35 Weinberg ME, Bacchetti P, Rushakoff RJ. Frequently repeated glucose measurements overestimate the incidence of inpatient hypoglycemia and severe hyperglycemia. J Diabetes Sci Technol 2010; 4: 577-582