| Literature DB >> 34673963 |
Timothy S Anderson1,2,3, Alexandra K Lee3,4, Bocheng Jing3,4, Sei Lee3,4, Shoshana J Herzig1,2, W John Boscardin3,4, Kathy Fung3,4, Anael Rizzo3,4, Michael A Steinman3,4.
Abstract
Importance: Transient elevations of blood glucose levels are common in hospitalized older adults with diabetes and may lead clinicians to discharge patients with more intensive diabetes medications than they were using before hospitalization. Objective: To investigate outcomes associated with intensification of outpatient diabetes medications at discharge. Design, Setting, and Participants: This retrospective cohort study assessed patients 65 years and older with diabetes not taking insulin who were hospitalized in the Veterans Health Administration Health System between January 1, 2011, and September 28, 2016, for common medical conditions. Data analysis was performed from January 1, 2020, to March 31, 2021. Exposure: Discharge with intensified diabetes medications, defined as filling a prescription at hospital discharge for a new or higher-dose medication than was being used before hospitalization. Propensity scores were used to construct a matched cohort of patients who did and did not receive diabetes medication intensifications. Main Outcomes and Measures: Coprimary outcomes of severe hypoglycemia and severe hyperglycemia were assessed at 30 and 365 days using competing risk regressions. Secondary outcomes included all-cause readmissions, mortality, change in hemoglobin A1c (HbA1c) level, and persistent use of intensified medications at 1 year after discharge.Entities:
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Year: 2021 PMID: 34673963 PMCID: PMC8531994 DOI: 10.1001/jamanetworkopen.2021.28998
Source DB: PubMed Journal: JAMA Netw Open ISSN: 2574-3805
Selected Cohort Characteristics Before and After Propensity Score Matching
| Characteristic | Before propensity score matching | After propensity score matching | ||||
|---|---|---|---|---|---|---|
| Intensified (n = 2768) | Not intensified (n = 25 430) | SMD | Intensified (n = 2648) | Not intensified (n = 2648) | SMD | |
| Age, mean (SD), y | 72.6 (7.3) | 73.8 (7.7) | 0.16 | 72.7 (7.3) | 72.8 (7.3) | 0.01 |
| Sex, No. (%) | ||||||
| Male | 2721 (98.3) | 24 989 (98.3) | 0.00 | 2603 (98.3) | 2609 (98.5) | 0.02 |
| Female | 47 (1.7) | 441 (1.7) | 45 (1.7) | 39 (1.5) | ||
| Race and ethnicity, No. (%) | ||||||
| Black | 456 (16.5) | 3704 (14.6) | 0.09 | 426 (16.1) | 441 (16.7) | 0.02 |
| Hispanic | 28 (1.0) | 366 (1.4) | 26 (1.0) | 21 (0.8) | ||
| White | 2155 (77.9) | 20 445 (80.4) | 2074 (78.3) | 2064 (77.9) | ||
| Other | 129 (4.7) | 915 (3.6) | 122 (4.6) | 122 (4.6) | ||
| Preadmission clinical characteristics, mean (SD) | ||||||
| BMI | 31.2 (6.6) | 30.8 (6.5) | 0.06 | 31.2 (6.5) | 31.0 (6.7) | 0.03 |
| SBP, mm Hg | 134.8 (17.9) | 133.0 (17.5) | 0.10 | 134.7 (17.9) | 134.7 (17.9) | 0.00 |
| Hemoglobin A1c, mean (SD), % | 8.0 (1.7) | 7.1 (1.1) | 0.68 | 7.9 (1.5) | 7.9 (1.7) | 0.02 |
| Estimated glomerular filtration rate, mL/min/1.73 m2 | 65.5 (23.8) | 67.0 (24.3) | 0.06 | 65.5 (23.7) | 65.5 (24.0) | 0.00 |
| Any hypoglycemia hospitalizations in prior year, No. (%) | 38 (1.4) | 211 (0.8) | 0.05 | 36 (1.4) | 53 (2.0) | 0.05 |
| Admission diabetes medication count, No. (%) | ||||||
| 0 | 1062 (38.4) | 6311 (24.8) | 0.31 | 974 (36.8) | 988 (37.3) | 0.04 |
| 1 | 1073 (38.8) | 13 113 (51.6) | 1046 (39.5) | 1003 (37.9) | ||
| 2 | 547 (19.8) | 5349 (21.0) | 542 (20.5) | 559 (21.1) | ||
| ≥3 | 86 (3.1) | 657 (2.6) | 86 (3.3) | 98 (3.7) | ||
| Admission diabetes medication classes, No. (%) | ||||||
| Metformin | 1071 (38.7) | 12 462 (49.0) | 0.21 | 1056 (39.9) | 1038 (39.2) | 0.01 |
| Sulfonylureas | 1127 (40.7) | 11 758 (46.2) | 0.11 | 1108 (41.8) | 1140 (43.1) | 0.02 |
| Thiazolidinediones | 107 (3.9) | 696 (2.7) | 0.06 | 105 (4.0) | 108 (4.1) | 0.01 |
| α-Glucosidase inhibitors | 66 (2.4) | 373 (1.5) | 0.07 | 66 (2.5) | 71 (2.7) | 0.01 |
| Dipeptidyl peptidase 4 inhibitors | 45 (1.6) | 357 (1.4) | 0.02 | 44 (1.7) | 53 (2.0) | 0.03 |
| Other classes | 4 (0.1) | 50 (0.2) | 0.01 | 4 (0.2) | 2 (0.1) | 0.02 |
| Preadmission health care use | ||||||
| Hospitalizations in the year preceding index hospitalization, No. (%) | ||||||
| 0 | 1957 (70.7) | 18 077 (71.1) | 0.02 | 1885 (71.2) | 1887 (71.3) | 0.01 |
| 1 | 480 (17.3) | 4488 (17.6) | 450 (17.0) | 457 (17.3) | ||
| 2 | 186 (6.7) | 1648 (6.5) | 175 (6.6) | 169 (6.4) | ||
| ≥3 | 145 (5.2) | 1217 (4.8) | 138 (5.2) | 135 (5.1) | ||
| Admission medication count, mean (SD) | 7.9 (4.7) | 8.9 (4.9) | 0.22 | 8.0 (4.7) | 8.0 (5.0) | 0.00 |
| Index hospitalization characteristics | ||||||
| Length of stay, mean (SD), d | 6.6 (8.0) | 5.2 (5.8) | 0.20 | 6.5 (8.1) | 6.4 (8.7) | 0.01 |
| Discharge diagnoses, No. (%) | ||||||
| Arrhythmia | 18 (0.7) | 370 (1.5) | 0.18 | 18 (0.7) | 17 (0.6) | 0.08 |
| Asthma | 22 (0.8) | 124 (0.5) | 21 (0.8) | 19 (0.7) | ||
| COPD | 267 (9.6) | 2156 (8.5) | 255 (9.6) | 264 (10.0) | ||
| Chest pain | 82 (3.0) | 940 (3.7) | 80 (3.0) | 72 (2.7) | ||
| Conduction disorders | 212 (7.7) | 2737 (10.8) | 206 (7.8) | 178 (6.7) | ||
| Coronary artery disease | 356 (12.9) | 2794 (11.0) | 341 (12.9) | 356 (13.4) | ||
| Acute coronary syndrome | 172 (6.2) | 1520 (6.0) | 162 (6.1) | 175 (6.6) | ||
| Heart failure | 484 (17.5) | 3854 (15.2) | 464 (17.5) | 482 (18.2) | ||
| Heart valve disorders | 65 (2.3) | 588 (2.3) | 65 (2.5) | 62 (2.3) | ||
| Pneumonia | 275 (9.9) | 2830 (11.1) | 268 (10.1) | 255 (9.6) | ||
| Sepsis | 77 (2.8) | 797 (3.1) | 68 (2.6) | 59 (2.2) | ||
| Skin infection | 246 (8.9) | 2261 (8.9) | 231 (8.7) | 223 (8.4) | ||
| Stroke | 175 (6.3) | 1320 (5.2) | 164 (6.2) | 197 (7.4) | ||
| TIA | 37 (1.3) | 415 (1.6) | 35 (1.3) | 33 (1.2) | ||
| Urinary tract infection | 212 (7.7) | 2139 (8.4) | 205 (7.7) | 199 (7.5) | ||
| Venous thromboembolism | 68 (2.5) | 585 (2.3) | 65 (2.5) | 57 (2.2) | ||
| Hospital blood glucose, mean (SD) | ||||||
| Highest glucose, mg/dL | 310.6 (110.6) | 235.7 (85.3) | 0.76 | 304.0 (105.5) | 306.4 (109.4) | 0.02 |
| Lowest glucose, mg/dL | 107.7 (45.2) | 102.4 (32.3) | 0.13 | 108.0 (44.2) | 107.7 (43.4) | 0.01 |
| No. of hospital glucose recordings, mean (SD) | 57.4 (29.5) | 39.6 (22.8) | 0.68 | 55.8 (28.3) | 56.4 (30.0) | 0.02 |
| Laboratory values at discharge, mean (SD) | ||||||
| Glucose, mg/dL | 181.8 (71.4) | 156.5 (57.7) | 0.39 | 180.7 (70.3) | 181.0 (68.9) | 0.00 |
| Sodium, mEq/L | 137.6 (3.2) | 138.0 (3.2) | 0.12 | 137.7 (3.2) | 137.6 (3.2) | 0.01 |
| Estimated glomerular filtration rate, mL/min/1.73 m2 | 66.9 (26.3) | 69.6 (26.9) | 0.10 | 67.0 (26.2) | 66.9 (26.9) | 0.00 |
| Comorbidities, No. (%) | ||||||
| Heart failure | 1059 (38.3) | 9263 (36.4) | 0.04 | 1008 (38.1) | 1019 (38.5) | 0.01 |
| Chronic angina and coronary artery disease | 1457 (52.6) | 13 202 (51.9) | 0.01 | 1393 (52.6) | 1434 (54.2) | 0.03 |
| Acute stroke or TIA | 483 (17.4) | 4173 (16.4) | 0.03 | 454 (17.1) | 494 (18.7) | 0.04 |
| COPD or asthma | 1165 (42.1) | 10 892 (42.8) | 0.02 | 1117 (42.2) | 1108 (41.8) | 0.01 |
| Renal disorders (including renal failure and fluid, electrolyte, and acid-base abnormalities) | 1457 (52.6) | 12 681 (49.9) | 0.06 | 1376 (52.0) | 1344 (50.8) | 0.02 |
| Anemia | 882 (31.9) | 8352 (32.8) | 0.02 | 846 (31.9) | 839 (31.7) | 0.01 |
| Cancer | 544 (19.7) | 5972 (23.5) | 0.09 | 528 (19.9) | 505 (19.1) | 0.02 |
| Liver disease | 230 (8.3) | 2217 (8.7) | 0.01 | 218 (8.2) | 226 (8.5) | 0.01 |
| Cognitive | 299 (10.8) | 2901 (11.4) | 0.02 | 282 (10.6) | 311 (11.7) | 0.03 |
| Substance abuse | 301 (10.9) | 2526 (9.9) | 0.03 | 280 (10.6) | 281 (10.6) | 0.00 |
| Skin ulcer (including decubitus ulcer) | 346 (12.5) | 2582 (10.2) | 0.07 | 321 (12.1) | 322 (12.2) | 0.00 |
Abbreviations: BMI, body mass index (calculated as weight in kilograms divided by height in meters squared); COPD, chronic obstructive pulmonary disease; SBP, systolic blood pressure; SMD, standardized mean difference; TIA, transient ischemic attack.
SI conversion factors: To convert glucose to millimoles per liter, multiply by 0.0555; hemoglobin A1c to proportion of total hemoglobin, multiply by 0.01; and sodium to millimoles per liter, multiply by 1.0.
Selected covariates are presented; a full list of covariates included in the propensity score is given in eTable 2 in the Supplement.
No more than 8% of any covariate was missing. Missing data were imputed using the fully conditional specification method and 20 imputation sets. Missing data included the following: BMI (n = 2282), outpatient blood pressure (n = 1594), preadmission estimated glomerular filtration rate (n = 1560), inpatient glucose (n = 2012), discharge hemoglobin (n = 1705), discharge potassium (n = 961), discharge sodium (n = 883), discharge blood urea nitrogen (n = 1337), discharge carbon dioxide (n = 1201), discharge platelets (n = 1235), and discharge estimated glomerular filtration rate (n = 1476).
Balance between the groups was assessed before and after matching by comparing SMDs for each variable for which a difference of less than 0.10 was considered to indicate adequate balance.
Other includes unknown, Asian, North American Native, and unspecified other. This categorization is drawn from Veterans Affairs and Medicare administrative records.
All medications classified using Veterans Affairs drug class coding. Combination medications were split into component parts. Topical, inhaled, otic, and optic medications were excluded.
Laboratory data collected from day of index hospitalization discharge or during index hospitalization up to 2 days before day of discharge.
Comorbidities include both secondary discharge diagnoses from index hospitalization and preadmission diagnoses from the year that preceded the index hospitalization.
Primary and Secondary Clinical Outcomes Associated With Receiving a Diabetes Medication Intensification at Hospital Discharge
| Outcome | Patients, No. (%) | HR (95% CI) | |
|---|---|---|---|
| Intensified regimen (n = 2648) | Not intensified regimen (n = 2648) | ||
|
| |||
| Severe hypoglycemia | |||
| 30 d | 26 (1.0) | 12 (0.5) | 2.17 (1.10-4.28) |
| 365 d | 83 (3.1) | 76 (2.9) | 1.10 (0.83-1.45) |
| Severe hyperglycemia | |||
| 30 d | 7 (0.3) | 7 (0.3) | 1.00 (0.33-3.08) |
| 365 d | 34 (1.3) | 35 (1.3) | 0.97 (0.60-1.58) |
|
| |||
| Mortality | |||
| 30 d | 35 (1.3) | 63 (2.4) | 0.55 (0.33-0.92) |
| 365 d | 417 (15.8) | 470 (17.8) | 0.88 (0.76-1.01) |
| Readmission | |||
| 30 d | 457 (17.3) | 433 (16.4) | 1.06 (0.93-1.20) |
| 365 d | 1380 (52.1) | 1335 (50.4) | 1.05 (0.98-1.13) |
Abbreviation: HR, hazard ratio.
Figure 1. Change in Hemoglobin A1c (HbA1c) Values 1 Year After Discharge With or Without Diabetes Medication Intensifications
Analysis includes the 4215 patients in the propensity-matched cohort who met the inclusion criteria for the HbA1c analysis (outpatient HbA1c measured between 6 and 18 months after the index hospitalization discharge). Postbaseline HbA1c level was assessed before censoring as the HbA1c level recorded at the closest date to 1 year after index hospitalization discharge, within the range of 6 to 18 months after discharge. Absolute change in HbA1c calculated as postdischarge HbA1c level minus preadmission HbA1c level. Complete difference-in-differences results are given in eTable 4 in the Supplement. The horizontal lines in the center of each box indicate the median; the lower and upper bounds of each box, the 25th and 75th percentiles; the lower and upper error bars, the most extreme value between the 25th percentile minus 1.5 times the interquartile range and the most extreme value between the 75th percentile plus 1.5 times the interquartile range.
Figure 2. Persistent Use of Diabetes Medications Prescribed at Hospital Discharge by Type of Treatment
Persistence analysis includes 18 455 patients who filled 1 or more diabetes medication prescriptions at discharge. A total of 24 085 unique medication prescriptions were included because patients could fill multiple diabetes medication prescriptions at discharge. For each unique medication prescribed at discharge, we calculated persistence as the number of days between the discharge prescription and the last refill for the same or greater dose plus the days supplied by the latest refill. If a patient died during the follow-up period, persistence was truncated at date of death. We reported persistence to 12 months after discharge by type of treatment, and to avoid undercounting because of transient nonadherence, we assessed refill history for 18 months.
Primary Clinical Outcomes Associated With Receiving Diabetes Medication Intensifications at Hospital Discharge in Subgroups With Controlled and Elevated Prehospitalization Hemoglobin A1c Levels
| Primary outcome | Controlled (hemoglobin A1c ≤7.5%) | Elevated (hemoglobin A1c >7.5%) | ||||
|---|---|---|---|---|---|---|
| Patients, No. (%) | HR (95% CI) | Patients, No. (%) | HR (95% CI) | |||
| Intensified (n = 1336) | Not intensified (n = 1336) | Intensified (n = 1262) | Not intensified (n = 1262) | |||
| Severe hypoglycemia | ||||||
| 30 d | 13 (1.0) | 11 (0.8) | 1.18 (0.55-2.53) | 11 (0.9) | 8 (0.6) | 1.38 (0.51-3.76) |
| 365 d | 41 (3.1) | 39 (2.9) | 1.05 (0.67-1.64) | 39 (3.1) | 37 (2.9) | 1.06 (0.63-1.78) |
| Severe hyperglycemia | ||||||
| 30 d | 4 (0.3) | 3 (0.2) | 1.34 (0.30-6.00) | 4 (0.3) | 7 (0.6) | 0.57 (0.19-1.72) |
| 365 d | 13 (1.0) | 7 (0.5) | 1.86 (0.74-4.70) | 21 (1.7) | 27 (2.1) | 0.77 (0.44-1.37) |
Abbreviation: HR, hazard ratio.