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. 2020 Jan 3;3(1):e1919099.
doi: 10.1001/jamanetworkopen.2019.19099.

Association of Cumulative Multimorbidity, Glycemic Control, and Medication Use With Hypoglycemia-Related Emergency Department Visits and Hospitalizations Among Adults With Diabetes

Affiliations

Association of Cumulative Multimorbidity, Glycemic Control, and Medication Use With Hypoglycemia-Related Emergency Department Visits and Hospitalizations Among Adults With Diabetes

Rozalina G McCoy et al. JAMA Netw Open. .

Abstract

Importance: Severe hypoglycemia is a serious and potentially preventable complication of diabetes, with some of the most severe episodes requiring emergency department (ED) care or hospitalization. A variety of health conditions increase the risk of hypoglycemia. People with diabetes often have multiple comorbidities, and the association of such multimorbidity with hypoglycemia risk in the context of other risk factors is uncertain.

Objective: To examine the associations of age, cumulative multimorbidity, glycated hemoglobin (HbA1c) level, and use of glucose level-lowering medication with hypoglycemia-related ED visits and hospitalizations.

Design, setting, and participants: Cohort study of claims and laboratory data from OptumLabs Data Warehouse, an administrative claims database of commercially insured and Medicare Advantage beneficiaries in the United States. Participants were adults (aged ≥18 years) with diabetes who had an available HbA1c level result in 2015. Data from January 1, 2014, to December 31, 2016, were analyzed. Final analyses were conducted from December 2017 to September 2018.

Main outcomes and measures: This study calculated rates of hypoglycemia-related ED visits and hospitalizations during the year after the index HbA1c level was obtained, stratified by patient demographic characteristics, diabetes type, comorbidities (from 16 guideline-specified high-risk conditions), index HbA1c level, and glucose level-lowering medication use. The association of each variable with hypoglycemia-related ED and hospital care was examined using multivariable Poisson regression analysis overall and by diabetes type.

Results: The study cohort was composed of 201 705 adults with diabetes (mean [SD] age, 65.8 [12.1] years; 102 668 [50.9%] women; 118 804 [58.9%] white; mean [SD] index HbA1c level, 7.2% [1.5%]). Overall, there were 9.06 (95% CI, 8.64-9.47) hypoglycemia-related ED visits and hospitalizations per 1000 persons per year. The risk of hypoglycemia-related ED visits and hospitalizations was increased by age 75 years or older (incidence rate ratio [IRR], 1.56 [95% CI, 1.23-2.02] vs 18-44 years), black race/ethnicity (IRR, 1.30 [95% CI, 1.16-1.46] vs white race/ethnicity), lower annual household income (IRR, 0.63 [95% CI, 0.53-0.74] for ≥$100 000 vs <$40 000), number of comorbidities (increasing from IRR of 1.66 [95% CI, 1.42-1.95] in the presence of 2 comorbidities to IRR of 4.12 [95% CI, 3.07-5.51] with ≥8 comorbidities compared with ≤1), prior hypoglycemia-related ED visit or hospitalization (IRR, 6.60 [95% CI, 5.77-7.56]), and glucose level-lowering treatment regimen (IRR, 6.73 [95% CI, 4.93-9.22] for sulfonylurea; 12.53 [95% CI, 8.90-17.64] for basal insulin; and 27.65 [95% CI, 20.32-37.63] for basal plus bolus insulin compared with other medications). Independent of these factors, having type 1 diabetes was associated with a 34% increase in the risk of hypoglycemia-related ED visits or hospitalizations (IRR, 1.34 [95% CI, 1.15-1.55]). The index HbA1c level was associated with hypoglycemia-related ED visits and hospitalizations when both low (IRR, 1.45 [95% CI, 1.12-1.87] for HbA1c level ≤5.6% vs 6.5%-6.9%) and high (IRR, 1.24 [95% CI, 1.02-1.50] for HbA1c level ≥10%).

Conclusions and relevance: In this cohort study of adults with diabetes, the risk of an ED visit or hospitalization for hypoglycemia appeared to be highest among patients with type 1 diabetes, multiple comorbidities, prior severe hypoglycemia, and sulfonylurea and/or insulin use. At-risk patients may benefit from individualized treatment regimens to decrease their risk of hypoglycemia.

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Conflict of interest statement

Conflict of Interest Disclosures: Dr McCoy reported receiving research support from the Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery and receiving grants from the National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) of the National Institutes of Health (NIH) and the American Association of Retired Persons (AARP). Dr Lipska reported receiving a grant from the National Institute on Aging of the NIH and the American Federation of Aging Research through the Paul B. Beeson Emerging Leaders Career Development Award and the Yale Claude D. Pepper Older Americans Independence Center grant and receiving support from the Centers for Medicare & Medicaid Services to develop and maintain publicly reported quality measures. Dr Shah reported receiving research support through the Mayo Clinic from the US Food and Drug Administration to establish the Yale University–Mayo Clinic Center of Excellence in Regulatory Science and Innovation program; the Center for Medicare & Medicaid Innovation under the Transforming Clinical Practice Initiative (TCPI); the Agency for Healthcare Research and Quality (AHRQ); the National Heart, Lung, and Blood Institute of the NIH; the National Science Foundation; and the Patient-Centered Outcomes Research Institute to develop the Patient-Centered Network of Learning Health Systems. No other disclosures were reported.

Figures

Figure 1.
Figure 1.. Crude Rates of Hypoglycemia-Related Emergency Department Visits and Hospitalizations
Rates of hypoglycemia-related emergency department visits and hospitalizations were calculated as the total number of emergency department visits and hospitalizations with the primary (first) diagnosis of hypoglycemia per 1000 persons with the characteristic of interest (eg, age ≥75 years) per year. CKD indicates chronic kidney disease (stages 3-4); COPD, chronic obstructive pulmonary disease; CVD, cardiovascular disease (stroke/transient ischemic attack); ESRD, end-stage renal disease; HbA1c, hemoglobin A1c; MI, myocardial infarction; and error bars, 95% CI. aPatients may also be receiving additional medications other than sulfonylurea or insulin.
Figure 2.
Figure 2.. Independent (Adjusted) Patient Risk Factors for Hypoglycemia-Related Emergency Department (ED) Visits and Hospitalizations
Shown are adjusted incidence rate ratios (IRRs) (95% CIs) of multivariable Poisson regression analysis examining the association of patient characteristics and potential hypoglycemia risk factors with hypoglycemia-related emergency department visits and hospitalizations, with all factors adjusted for simultaneously. The total number of comorbidities was calculated among dementia, end-stage renal disease, chronic kidney disease stages 3 to 4, myocardial infarction, heart failure, cerebrovascular disease (stroke/transient ischemic attack), chronic obstructive pulmonary disease, cancer (except nonmelanoma skin cancer), cirrhosis, proliferative retinopathy, peripheral neuropathy, hypertension, arthritis, urinary incontinence, depression, and falls. Prior severe hypoglycemia-related ED visit or hospitalization within 12 months was considered separately and thus was not included in the total count of guideline-specified chronic conditions. HbA1c indicates hemoglobin A1c. aPatients may also be receiving additional medications other than sulfonylurea or insulin.

References

    1. Zoungas S, Patel A, Chalmers J, et al. ; ADVANCE Collaborative Group . Severe hypoglycemia and risks of vascular events and death. N Engl J Med. 2010;363(15):-. doi:10.1056/NEJMoa1003795 - DOI - PubMed
    1. Khunti K, Davies M, Majeed A, Thorsted BL, Wolden ML, Paul SK. Hypoglycemia and risk of cardiovascular disease and all-cause mortality in insulin-treated people with type 1 and type 2 diabetes: a cohort study. Diabetes Care. 2015;38(2):316-322. doi:10.2337/dc14-0920 - DOI - PubMed
    1. Bonds DE, Miller ME, Bergenstal RM, 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. doi:10.1136/bmj.b4909 - DOI - PMC - PubMed
    1. McCoy RG, Van Houten HK, Ziegenfuss JY, Shah ND, Wermers RA, Smith SA. Increased mortality of patients with diabetes reporting severe hypoglycemia. Diabetes Care. 2012;35(9):1897-1901. doi:10.2337/dc11-2054 - DOI - PMC - PubMed
    1. Davis SN, Duckworth W, Emanuele N, et al. . Effects of severe hypoglycemia on cardiovascular outcomes and death in the Veterans Affairs Diabetes Trial. Diabetes Care. 2018. - PMC - PubMed

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