| Literature DB >> 32207832 |
Timothy S Anderson1, Sei Lee2,3, Bocheng Jing2,3, Kathy Fung2,3, Sarah Ngo2,3, Molly Silvestrini2,3, Michael A Steinman2,3.
Abstract
Importance: Elevated blood glucose levels are common in hospitalized older adults and may lead clinicians to intensify outpatient diabetes medications at discharge, risking potential overtreatment when patients return home. Objective: To assess how often hospitalized older adults are discharged with intensified diabetes medications and the likelihood of benefit associated with these intensifications. Design, Setting, and Participants: This retrospective cohort study examined patients aged 65 years and older with diabetes not previously requiring insulin. The study included patients who were hospitalized in a Veterans Health Administration hospital for common medical conditions between 2011 and 2013. Main Outcomes and Measures: Intensification of outpatient diabetes medications, defined as receiving a new or higher-dose medication at discharge than was being taken prior to hospitalization. Mixed-effect logistic regression models were used to control for patient and hospitalization characteristics.Entities:
Mesh:
Substances:
Year: 2020 PMID: 32207832 PMCID: PMC7093767 DOI: 10.1001/jamanetworkopen.2020.1511
Source DB: PubMed Journal: JAMA Netw Open ISSN: 2574-3805
Cohort Characteristics
| Characteristic | Patients, No. (%) (N = 16 178) |
|---|---|
| Age, median (IQR), y | 73 (67-80) |
| Female | 283 (2) |
| Race/ethnicity | |
| White | 13 138 (81) |
| Black | 2336 (14) |
| Hispanic | 225 (1) |
| Other | 479 (3) |
| Income, mean (SD), $ | 26 653 (46 601) |
| Selected comorbidities | |
| Congestive heart failure | 6722 (42) |
| Kidney disease | 5061 (31) |
| Cerebrovascular accident | 4217 (26) |
| Prior myocardial infarction | 3024 (20) |
| Malignant neoplasm | 3574 (22) |
| Dementia | 519 (3) |
| Estimated life expectancy, y | |
| >10 | 7065 (44) |
| 5-10 | 4652 (29) |
| <5 | 4461 (28) |
| Year of hospitalization | |
| 2011 | 6370 (39) |
| 2012 | 5101 (32) |
| 2013 | 4707 (29) |
| Training hospital | 14 551 (90) |
| Length of stay, median (IQR), d | 4 (2-6) |
| Discharge diagnosis | |
| Arrhythmia | 217 (1) |
| Asthma | 84 (1) |
| Chronic obstructive pulmonary disease | 1531 (10) |
| Chest pain | 664 (4) |
| Conduction disorders | 1617 (10) |
| Coronary artery disease | 1795 (11) |
| Acute coronary syndrome | 971 (6) |
| Congestive heart failure | 2553 (16) |
| Heart valve disorder | 312 (2) |
| Pneumonia | 1893 (12) |
| Sepsis | 285 (2) |
| Skin infection | 1377 (9) |
| Stroke | 791 (5) |
| Transient ischemic attack | 263 (2) |
| Urinary tract infection | 1429 (9) |
| Venous thromboembolism | 396 (3) |
| Estimated glomerular filtration rate, mean (SD), mL/min/1.73 m2 | |
| Preadmission | 66 (24) |
| Discharge | 68 (27) |
| No. of admission medications, median (IQR) | 9 (6-12) |
| No. of admission diabetes medications | |
| 0 | 4153 (26) |
| 1 | 8263 (51) |
| 2 | 3350 (21) |
| ≥3 | 412 (3) |
| Admission diabetes medications | |
| Sulfonylureas | 7830 (48) |
| Biguanides | 7328 (45) |
| Thiazolidinediones | 535 (3) |
| α-Glucosidase inhibitors | 265 (2) |
| Dipeptidyl peptidase-4 inhibitors | 145 (1) |
| Meglitinides | 28 (0) |
| Glucagon-like peptide agonists | 5 (0) |
| Prior diabetes medication adherence, proportion of days covered, % | |
| <80 | 3700 (23) |
| ≥80 | 8325 (52) |
| Not taking diabetes medications at admission | 4153 (26) |
| Any receipt of inpatient corticosteroids | 1810 (11) |
Abbreviation: IQR, interquartile range.
Multiple imputation was used to account for missing data, which included inpatient estimated glomerular filtration rate (1300 patients), outpatient estimated glomerular filtration rate (1356 patients), and inpatient glucose recordings (673 patients).
Life expectancy was calculated based on number of comorbidities and age.
Adherence was calculated from electronic pharmacy dispensing data as the proportion of days covered for each admission diabetes medication in the year prior to index hospital admission. A threshold of 80% is a commonly used criterion to determine clinically significant nonadherence. To account for patients taking multiple diabetes mediations prior to hospitalization, a composite proportion of days covered was calculated as the mean of each individual diabetes medication proportion of days covered.
Figure 1. Association Between Inpatient Blood Glucose Recordings and Preadmission Outpatient Hemoglobin A1c Level
Preadmission hemoglobin A1c was measured using most recent hemoglobin A1c laboratory value collected within 1 year preceding hospitalization. Inpatient blood glucose control was defined by the number of elevated blood glucose recordings as severely elevated (≥3 recordings of ≥300 mg/dL [to convert to millimoles per liter, multiply by 0.0555]), moderately elevated (≥3 recordings of ≥200 mg/dL without meeting criteria for severely elevated), or not elevated. Preadmission hemoglobin A1c was found to be associated with inpatient blood glucose categories (P < .001 using a χ2 test). To convert hemoglobin A1c to proportion of total hemoglobin, multiply by 0.01.
Diabetes Medication Intensifications
| Intensification | Patients, No. (%) (N = 16 178) |
|---|---|
| Any intensification | 1626 (10) |
| Intensification of high-risk medications | 1301 (8) |
| Insulin | |
| Any | 781 (5) |
| Long-acting insulin start | 678 (4) |
| Short-acting insulin start | 307 (2) |
| Both long and short acting insulin start | 204 (1) |
| Sulfonylureas | |
| Any | 557 (3) |
| New start | 425 (3) |
| Dose increase | 132 (1) |
| Metformin | |
| Any | 382 (2) |
| New start | 298 (2) |
| Dose increase | 84 (1) |
| Other | |
| Any | 38 (0) |
| Dipeptidyl peptidase-4 inhibitors | 17 (0) |
| α-Glucosidase inhibitors | 11 (0) |
| Thiazolidinediones | 8 (0) |
| Meglitinides | 4 (0) |
| Glucagon-like peptide-1 agonists | 0 |
High-risk medications were defined as classes with increased risk of hypoglycemia and included insulins and sulfonylureas.
Ninety-four patients with new sulfonylureas were noted to have filled a different sulfonylurea prior to admission.
All other diabetes medication intensifications were new prescriptions with the exception of 3 patients receiving dose increases of α-glucosidase inhibitors.
Figure 2. Intensification of Diabetes Medications by Estimated Likelihood to Benefit
High-risk intensifications included addition of insulin and/or addition or dose increase of sulfonylurea medications. Likelihood of benefit from diabetes medication intensification was estimated using preadmission hemoglobin A1c and estimated life expectancy. Patients were categorized as having potential to benefit if their preadmission hemoglobin A1c level was greater than 9.0% (to convert to proportion of total hemoglobin, multiply by 0.01). Patients were categorized as unlikely to benefit if their preadmission hemoglobin A1c level was less than 7.5% regardless of life expectancy or if their preadmission hemoglobin A1c level was less than 9.0% and their estimated life expectancy was less than 5 years. All others were classified as having indeterminate benefit (eTable 1 in the Supplement). Estimated likelihood of benefit was found to be associated with intensification category (P < .001 using a χ2 test).
Figure 3. Predicted Probability of Receiving a Diabetes Medication Intensification at Discharge, by Inpatient and Outpatient Glucose Control
Preadmission hemoglobin A1c was measured using the most recent laboratory value collected within 1 year preceding hospitalization. Inpatient blood glucose control was defined by the number of elevated blood glucose recordings as severely elevated (≥3 recordings of ≥300 mg/dL [to convert to millimoles per liter, multiply by 0.0555]), moderately elevated (≥3 recordings of ≥200 mg/dL without meeting criteria for severely elevated), or not elevated. Predicted probabilities were estimated following mixed-effect logistic regression accounting for age, sex, race/ethnicity, income, Charlson Comorbidity Index score, length of stay, primary discharge diagnosis, year, hospital training status, receipt of steroids during hospitalization, preadmission hemoglobin A1c, inpatient blood glucose level, an interaction term for preadmission hemoglobin A1c and inpatient blood glucose level, and random effects to account for clustering by Veterans Health Administration hospital. Error bars indicate 95% CIs. To convert hemoglobin A1c to proportion of total hemoglobin, multiply by 0.01.