| Literature DB >> 31820328 |
Tam Dang-Tan1, Pravin S Kamble2, Yunus Meah3, Cory Gamble4, Rahul Ganguly4, Libby Horter2.
Abstract
INTRODUCTION: Liraglutide and sitagliptin were compared on glycemic control and all-cause healthcare costs over a 1-year period among older adults with type 2 diabetes (65-89 years) enrolled in a national Medicare Advantage Prescription Drug health plan.Entities:
Keywords: Clinical outcomes; Liraglutide; Older adults; Sitagliptin; Type 2 diabetes
Year: 2019 PMID: 31820328 PMCID: PMC6965544 DOI: 10.1007/s13300-019-00739-3
Source DB: PubMed Journal: Diabetes Ther Impact factor: 2.945
Fig. 1Patient sample selection
Assessment of balance between treatment groups between observed and weighted
| Characteristic | Observed | Weighted (stabilized IPTW) | ||||
|---|---|---|---|---|---|---|
| Liraglutide cohort ( | Sitagliptin cohort ( | Standardized difference | Liraglutide cohort ( | Sitagliptin cohort ( | Standardized difference | |
| Age, years, mean (SD) | 70.5 (4.7) | 73.2 (5.9) | 0.5187 | 70.5 (4.7) | 73.2 (5.9) | 0.0829 |
| Gender, | ||||||
| Female | 115 (52.8) | 1451 (51.1) | 115 (52.8) | 1451 (51.1) | ||
| Male | 103 (47.3) | 1387 (48.9) | 0.0325 | 103 (47.3) | 1387 (48.9) | 0.137 |
| Geographic region, | ||||||
| Northeast | –a | 28 (1.0) | 0.0071 | –a | 28 (0.99) | 0.0132 |
| Midwest | 49 (22.5) | 443 (15.6) | 0.1756 | 49 (22.5) | 443 (15.6) | 0.049 |
| South | 140 (64.2) | 2079 (73.3) | 0.1959 | 140 (64.2) | 2079 (73.3) | 0.0586 |
| West | 27 (12.4) | 288 (10.2) | 0.0708 | 27 (12.4) | 288 (10.2) | 0.023 |
| Race/ethnicity, | ||||||
| White | 202 (92.7) | 2189 (77.1) | 0.4442 | 202 (92.7) | 2189 (77.1) | 0.0544 |
| Black | –a | 403 (14.2) | 0.3545 | –a | 403 (14.2) | 0.1014 |
| Hispanic | –a | 104 (3.7) | 0.1121 | –a | 104 (3.7) | 0.0385 |
| Other | –a | 142 (5.0) | 0.2075 | –a | 142 (5.0) | 0.0151 |
| Healthcare plan type, | ||||||
| HMO | 125 (57.3) | 1712 (60.3) | 0.0607 | 125 (57.3) | 1712 (60.3) | 0.0031 |
| PPO | 75 (34.4) | 794 (28.0) | 0.139 | 75 (34.4) | 794 (28.0) | 0.0733 |
| POS | –a | 39 (1.4) | 0.0367 | –a | 39 (1.4) | 0.0464 |
| FFS | 11 (5.1) | 166 (5.9) | 0.0354 | 11 (5.1) | 166 (5.9) | 0.007 |
| Other | –a | 127 (4.5) | 0.1847 | –a | 127 (4.5) | 0.2387 |
| Healthcare plan characteristics, | ||||||
| LIS status only | 17 (7.8) | 174 (6.1) | 0.0655 | 17 (7.8) | 174 (6.1) | 0.0765 |
| Dual eligibility only | –a | –a | 0.0703 | –a | –a | 0.0678 |
| LIS status and dual eligibility | 31 (14.2) | 628 (22.1) | 0.2062 | 31 (14.2) | 628 (22.1) | 0.0102 |
| Deyo-CC Index, mean (SD) | 1.7 (1.47) | 2.31 (1.9) | 0.3558 | 1.7 (1.5) | 2.31 (1.9) | 0.022 |
| DCSI, mean (SD) | 0.69 (1.3) | 1.27 (1.6) | 0.4028 | 0.69 (1.3) | 1.27 (1.6) | 0.0271 |
| Presence of comorbidity: | ||||||
| Cardiovascular disease | 26 (11.9) | 755 (26.6) | 0.3788 | 26 (11.9) | 755 (26.6) | 0.0318 |
| Nephropathy | 29 (13.3) | 754 (26.6) | 0.3367 | 29 (13.3) | 754 (26.6) | 0.005 |
| Retinopathy | –a | 116 (4.1) | 0.0216 | –a | 116 (4.09) | 0.0545 |
| Peripheral vascular disease | 13 (6.0) | 249 (8.8) | 0.1077 | 13 (6.0) | 249 (8.8) | 0.0883 |
| Cerebrovascular disease | –a | 94 (3.3) | 0.0934 | –a | 94 (3.3) | 0.0299 |
| Neuropathy | 29 (13.3) | 444 (15.6) | 0.0666 | 29 (13.3) | 444 (15.6) | 0.092 |
| Metabolic disease | –a | –a | 0.0594 | –a | –a | 0.0573 |
| Obesity | 62 (28.4) | 445 (15.7) | 0.3114 | 62 (28.4) | 445 (15.7) | 0.0174 |
| Hypoglycemia | –a | 132 (4.7) | 0.0255 | –a | 132 (4.7) | 0.0529 |
| Pre-index unique medication counts, mean (SD) | 10.66 (3.9) | 10.74 (4.2) | 0.0199 | 10.66 (3.9) | 10.74 (4.2) | 0.0634 |
| Pre-index prescription fill, counts, mean (SD) | 13.58 (8.0) | 14.65 (8.3) | 0.1307 | 13.58 (8.0) | 14.65 (8.3) | 0.0059 |
| Utilization of antidiabetic medications during pre-index period: | ||||||
| Biguanides | 166 (76.2) | 2062 (72.7) | 0.08 | 166 (76.2) | 2062 (72.7) | 0.0043 |
| Sulfonylurea | 130 (59.6) | 1811 (63.8) | 0.0861 | 130 (59.6) | 1811 (63.8) | 0.073 |
| Thalidozlinide | 39 (17.9) | 489 (17.2) | 0.0173 | 39 (17.9) | 489 (17.2) | 0.054 |
| Other antidiabetic medication | –a | 70 (2.5) | 0.0179 | –a | 70 (2.5) | 0.0591 |
| Pre-index level of antidiabetic therapy, | ||||||
| No medication use | 12 (5.5) | 217 (7.7) | 0.0865 | 12 (5.5) | 217 (7.7) | 0.1229 |
| 1 non-insulin antidiabetic | 100 (45.9) | 1211 (42. 7) | 0.0645 | 100 (45.9) | 1211 (42.7) | 0.0901 |
| 2 non-insulin antidiabetics | 87 (39.9) | 1221 (43.0) | 0.0633 | 87 (39.9) | 1221 (43.0) | 0.0068 |
| ≥ 3 non-insulin antidiabetics | 19 (8.7) | 189 (6.7) | 0.0772 | 19 (8.7) | 189 (6.7) | 0.0508 |
| Pre-index HbA1c, mean (SD) | 8.03 (1.4) | 7.8 (1.4) | 0.1714 | 8.03 (1.4) | 7.8 (1.4) | 0.0892 |
| Prescribing physician specialty, | ||||||
| Primary care | 91 (41.7) | 1094 (38.6) | 0.0652 | 91 (41.7) | 1094 (38.6) | 0.0067 |
| Endocrinology | 31 (14.2) | 155 (5.5) | 0.2973 | 31 (14.2) | 155 (5.5) | 0.0167 |
| Internal and family medicine | 65 (29.8) | 1299 (45.8) | 0.3336 | 65 (29.8) | 1299 (45.8) | 0.0036 |
| Other | 40 (18.4) | 349 (12.3) | 0.1686 | 40 (18.4) | 349 (12.3) | 0.0062 |
DCSI Diabetes Complications Severity Index, Deyo-CC Deyo-Charlson Comorbidity Index, FFS fee for service, HbA1 glycosylated hemoglobin, HMO health management organization, IPTW inverse probability of treatment weighting, LIS low income subsidy, POS point of service, PPO preferred provider organization, SD standard deviation
aData suppressed to protect privacy
Fig. 2Patient attrition. DDP-4 Dipeptidyl peptidase 4, HbA1 glycosylated hemoglobin, MAPD Medicare Advantage Prescription Drug, GLP-1 RA glucagon-like peptide-1 receptor agonist, SGLT2 sodium glucose cotransporter 2 inhibitor, T1DM, T2DM type 1, type 2 diabetes mellitus, respectively
Baseline characteristics of the liraglutide and sitagliptin cohorts
| Characteristic | Liraglutide cohort ( | Sitagliptin cohort ( | Total ( |
|---|---|---|---|
| Age, years, mean (SD) | 70 (4.7) | 73 (5.9) | 73 (5.8) |
| Gender, | |||
| Female | 115 (52.8) | 1451 (51.1) | 1566 (51.2) |
| Male | 103 (47.3) | 1387 (48.9) | 1490 (48.8) |
| Race/ethnicity, | |||
| White | 202 (92.7) | 2189 (77.1) | 2391 (78.2) |
| Black | –a | 403 (14.2) | 412 (13.5) |
| Hispanic | –a | 104 (3.7) | 108 (3.5) |
| Other | –a | 142 (5.0) | 145 (4.7) |
| Deyo-CC Index, | 1.7 (1.5) | 2.3 (1.9) | 2.3 (1.9) |
| DCSI, mean (SD) | 0.7 (1.3) | 1.3 (1.6) | 1.2 (1.6) |
| Comorbidities, | |||
| Cardiovascular disease | 26 (11.9) | 755 (26.6) | 781 (25.6) |
| Nephropathy | 29 (13.3) | 754 (26.6) | 783 (26.6) |
| Retinopathy | –a | 116 (4.1) | 124 (4.1) |
| Peripheral vascular disease | 13 (6.0) | 249 (8.8) | 262 (8.6) |
| Cerebrovascular disease | –a | 94 (3.3) | 98 (3.2) |
| Neuropathy | 29 (13.3) | 444 (15.6) | 473 (15.5) |
| Metabolic disease | –a | –a | –a |
| Obesity | 62 (28.4) | 445 (15.7) | 507 (16.6) |
| Hypoglycemia | –a | 132 (4.65) | 141 (4.6) |
| Pre-index prescription fill, counts, mean (SD) | 13.6 (8.0) | 14.7 (8.3) | 14.6 (8.3) |
| Pre-index antidiabetic medications, | |||
| Biguanides | 166 (76.2) | 2062 (72.7) | 2228 (72.9) |
| Sulfonylureas | 130 (59.6) | 1811 (63.8) | 1941 (63.5) |
| Thiazolidinediones | 39 (17.9) | 489 (17.2) | 528 (17.3) |
| Other antidiabetic medication | –a | 70 (2.5) | 76 (2.5) |
| Pre-index level of antidiabetic therapy, | |||
| No medication use | 12 (5.5) | 217 (7.7) | 229 (7.5) |
| 1 non-insulin antidiabetic | 100 (45.9) | 1211 (42.7) | 1311 (42.9) |
| 2 non-insulin antidiabetics | 87 (39.9) | 1221 (43.0) | 1308 (42.8) |
| ≥ 3 non-insulin antidiabetics | 19 (8.7) | 189 (6.7) | 208 (6.8) |
| Pre-index HbA1c, mean (SD) | 8.0 (1.4) | 7.8 (1.4) | 7.8 (1.4) |
| Baseline glycemic control, | |||
| Controlled: HbA1c < 7.0% | 44 (20.2) | 770 (27.1) | 814 (26.6) |
| Less strictly controlled: HbA1c ≥ 7.0% but < 8.0% | 73 (33.5) | 1038 (36.6) | 1111 (36.4) |
| Uncontrolled: HbA1c ≥ 8.0% but < 9.0% | 55 (25.2) | 597 (21.0) | 652 (21.3) |
| Severely uncontrolled: HbA1c ≥ 9.0% | 46 (21.1) | 433 (15.3) | 479 (15.7) |
| Prescribing physician specialty, | |||
| Primary care | 91 (41.7) | 1094 (38.6) | 1185 (38.8) |
| Endocrinology | 65 (29.8) | 1299 (45.8) | 1364 (44.6) |
| Internal and family medicine | 31 (14.2) | 155 (5.5) | 186 (6.1) |
| Other | 40 (18.4) | 349 (12.3) | 389 (12.7) |
DCSI Diabetes Complications Severity Index, Deyo-CC Index Deyo-Charlson Comorbidity Index, HbA1 glycosylated hemoglobin, SD standard deviation
aData suppressed to protect privacy
Descriptive analysis of glycemic control and total healthcare costs at 1 year in the inverse probability of treatment weighting sample
| Glycemic control and total healthcare costs | Liraglutide cohort ( | Sitagliptin cohort ( | |
|---|---|---|---|
| Change in HbA1c, mean (SD) | − 0.82 (1.46) | − 0.42 (1.34) | < 0.0001* |
| Patients reaching treatment goals, | |||
| HbA1c < 7% | 113 (51.8) | 1195 (42.1) | 0.0052* |
| HbA1c < 8% | 171 (78.4) | 2163 (76.2) | 0.4562 |
| Reduction in HbA1c ≥ 1% | 88 (40.4) | 774 (27.3) | < 0.0001* |
| Total costs (medical and pharmacy combined costs) of reaching treatment goals, USD, median (IQR) | |||
| HbA1c < 7% | 10,248 (7560–14,715) | 9014 (6452–14,531) | 0.0936 |
| HbA1c < 8% | 10,514 (7350–15,307) | 8774 (6171–13,863) | 0.001* |
Change in HbA1c was analyzed using the t test; proportions of patients achieving treatment goals were analyzed using the Chi-square test; costs were analyzed using the Wilcoxon rank sum test
IQR Interquartile range, USD US dollars
*Statistically significant difference at P < 0.05
Estimated outcomes of glycemic control among patients achieving treatment goal at 1 year in the inverse probability of treatment weighting sample
| Glycemic control outcomes | Treatment | Unadjusted estimates | Adjusted estimatesa | ||
|---|---|---|---|---|---|
| Mean change in HbA1c (95% CI) | Sitagliptin | − 0.42 (− 0.47 to − 0.37) | < 0.0001* | − 0.12 (− 0.28 to − 0.04) | 0.0012* |
| Liraglutide | − 0.82 (− 1.00 to − 0.64) | − 0.42 (− 0.66 to − 0.19) | |||
| Patients reaching treatment goals, odds ratio (95% CI) | |||||
| HbA1c < 7% | Sitagliptin | 1.00 | 0.0054* | 1.00 | 0.0005* |
| Liraglutide | 1.48 (1.12–1.95) | 1.68 (1.25–2.24) | |||
| HbA1c < 8% | Sitagliptin | 1.00 | 0.4564 | 1.00 | 0.2153 |
| Liraglutide | 1.14 (0.81–1.59) | 1.26 (0.88–1.80) | |||
| Mean reduction in HbA1c ≥ 1% | Sitagliptin | 1.00 | < 0.0001* | 1.00 | 0.0002* |
| Liraglutide | 1.81 (1.36–2.40) | 1.76 (1.31–2.36) | |||
Change in HbA1c was analyzed by linear regression; patients achieving treatment goals were analyzed by logistic regression and odds ratios with 95% confidence interval (CI) is reported
*Statistically significant difference at P < 0.05
aModels were adjusted for gender, race, health plan type, pre-index level of antidiabetic medication use, post-index oral antidiabetic medication use, and post-index insulin use
Fig. 3Estimated unadjusted and inverse probability of treatment weighting adjusted total costs (medical and pharmacy combined) of achieving a HbA1c level of < 7%. Numbers above the bars represent the total costs in US dollars
|
|
| Type 2 diabetes (T2D) is a rising health concern in the USA, particularly within an aging population. |
| Despite the importance of effectively managing T2D in older adults, this patient population has often been excluded from randomized clinical trials, and limited data exist on this older population regarding real-world outcomes related to different glucose-lowering therapies. |
|
|
| Liraglutide and sitagliptin were compared on glycemic control and all-cause healthcare costs over a 1-year period among older adults with T2D enrolled in a national Medicare Advantage Prescription Drug health plan. |
| When compared to sitagliptin use, liraglutide use was associated with greater achievement of an glycosylated hemoglobin level of < 7% over a 1-year period in an older population. |
| This finding was not associated with an increase in all-cause total healthcare costs. |
Deyo-Charlson comorbidity index, related ICD-9-CM codes, and weighting
| Comorbidity | ICD-9-CM codes | Weight |
|---|---|---|
| Myocardial infarction | 410.xx, 412.xx | 1 |
| Congestive heart failure | 428.xx | 1 |
| Peripheral vascular disease | 441.xx, 443.9, 785.4, V43.4, 38.48* | 1 |
| Cerebrovascular disease | 430.xx-437.xx, 438.xx | 1 |
| Dementia | 290.xx | 1 |
| Chronic pulmonary disease | 490.xx-496.xx, 500.xx-505.xx, 506.4 | 1 |
| Connective tissue disease | 710.xx, 714.xx, 725.xx | 1 |
| Peptic ulcer disease | 531.4x-531.7x, 532.4x-532.7x, 533.4x-533.7x, 534.4x-534.7x, 531.0x-531.3x, 532.0x-532.3x, 533.0x-533.3x, 534.0x-534.3x, 531.9x, 532.9x, 533.9x, 534.9x | 1 |
| Mild liver disease | 571.2, 571.4, 571.5, 571.6 | 1 |
| Diabetes without complications | 250.0x-250.3x, 250.7x | 1 |
| Diabetes with complications | 250.4x-250.6x | 2 |
| Paraplegia and hemiplegia | 342.x, 344.1 | 2 |
| Renal disease | 582.x, 583.0-583.7, 585.xx, 586.xx, 588.xx | 2 |
| Cancer (including leukemia and lymphoma) | 140.xx-172.xx, 174.xx-195.xx, 200.xx-208.xx | 2 |
| Moderate or severe liver disease | 572.2-572.8 | 3 |
| Metastatic carcinoma | 196.x-199.x | 6 |
| Acquired immunodeficiency syndrome (AIDS) | 042.xx-044.x | 6 |
ICD-9-CM International Classification of Diseases, Ninth Revision, Clinical Modification