| Literature DB >> 28053550 |
Jay Lin1, Melissa Lingohr-Smith1, Tao Fan2.
Abstract
BACKGROUND: Free-dose combination treatment with basal insulin and short-acting glucagon-like peptide-1 receptor agonists (GLP-1 RAs) reduces hyperglycemia via complementary targeting of fasting and postprandial blood glucose levels, however, in the real world, due to injection burden and clinical inertia, the full efficacy may not be able to translate into clinical and economic benefits.Entities:
Keywords: GLP-1 receptor agonist; basal insulin; treatment persistence; type 2 diabetes
Year: 2016 PMID: 28053550 PMCID: PMC5192057 DOI: 10.2147/CEOR.S117200
Source DB: PubMed Journal: Clinicoecon Outcomes Res ISSN: 1178-6981
Figure 1(A) Participant flow chart. (B) Schematic of study design.
Notes: *The initiation of the second drug in the combination therapy (eg, insulin plus GLP-1, or GLP-1 plus insulin) is defined as the index event, with the corresponding date as the index date. To ensure that patients received combination therapy after the index date, they were required to have ≥14 days of overlap for both therapies in the 90 days after the index date.
Abbreviations: T2D, type 2 diabetes; GLP-1, glucagon-like peptide-1.
Baseline demographic and clinical characteristics
| Characteristics | Total (n=7,320) | Persistent (n=1,238) | Nonpersistent (n=6,082) | |
|---|---|---|---|---|
| Age in years, mean (SD) | 56.9 (10.4) | 57.8 (9.4) | 56.7 (10.5) | <0.001 |
| Female, % (n) | 50.2 (3,674) | 43.9 (543) | 51.5 (3,131) | <0.001 |
| CCI score, mean (SD) | 2.01 (1.71) | 1.86 (1.70) | 2.04 (1.72) | <0.001 |
| Comorbidity, % (n) | ||||
| Hypertension | 67.1 (4,909) | 62.9 (779) | 67.9 (4,130) | <0.001 |
| Cardiovascular disease | 71.5 (5,231) | 67.0 (830) | 72.4 (4,401) | <0.001 |
| Renal disease | 8.8 (644) | 8.7 (108) | 8.8 (536) | 0.920 |
| A1C | 8.89 (1.83) | 8.59 (1.67) | 8.94 (1.85) | 0.006 |
| Hypoglycemia during the baseline period, % (n) | 5.2 (380) | 3.6 (45) | 5.5 (335) | 0.007 |
| GLP-1 RA % (n) | ||||
| Exenatide | 23.7 (1,734) | 25.2 (312) | 23.4 (1,422) | 0.169 |
| Liraglutide | 8.0 (586) | 7.6 (94) | 8.1 (492) | 0.557 |
| Basal insulin, % (n) | ||||
| Insulin glargine | 39.4 (2,881) | 39.8 (493) | 39.3 (2,388) | 0.714 |
| Insulin detemir | 12.5 (917) | 12.6 (156) | 12.5 (761) | 0.932 |
| NPH insulin | 3.1 (226) | 2.5 (31) | 3.2 (195) | 0.193 |
| Concomitant antihyperglycemic medicine, % (n) | ||||
| Metformin | 57.3 (4,194) | 56.9 (704) | 57.4 (3,490) | 0.738 |
| Sulfonylurea | 36.7 (2,686) | 37.8 (468) | 36.5 (2,218) | 0.375 |
| DPP-4 inhibitor | 16.5 (1,208) | 16.8 (208) | 16.4 (1,000) | 0.756 |
| Thiazolidinedione | 20.4 (1,497) | 22.0 (273) | 20.1 (1,224) | 0.126 |
| Meglitinides | 2.4 (177) | 3.2 (39) | 2.3 (138) | 0.066 |
| α-Glucosidase inhibitor | 0.68 (50) | 0.65 (8) | 0.69 (42) | 0.863 |
| All-cause health care resource utilization, mean (SD) | ||||
| Number of admissions | 0.09 (0.37) | 0.08 (0.36) | 0.09 (0.38) | 0.250 |
| Number of outpatient claims | 9.53 (11.06) | 8.84 (12.04) | 9.66 (10.85) | 0.018 |
| Number of ED claims | 0.27 (1.30) | 0.18 (0.94) | 0.29 (1.36) | 0.010 |
| Diabetes-related health care resource utilization, mean (SD) | ||||
| Number of admissions | 0.05 (0.25) | 0.04 (0.19) | 0.06 (0.26) | 0.017 |
| Number of outpatient claims | 4.30 (6.54) | 4.07 (7.29) | 4.34 (6.37) | 0.185 |
| Number of ED claims | 0.06 (0.38) | 0.04 (0.30) | 0.06 (0.40) | 0.174 |
| All-cause health care resource costs in $, mean (SD) | ||||
| Inpatient and outpatient costs | 13,529 (46,717) | 10,972 (34,691) | 14,049 (48,789) | 0.035 |
| ED costs | 263 (2,019) | 204 (2,070) | 275 (2,008) | 0.263 |
| Prescription costs | 3,499 (3,533) | 3,793 (3,509) | 3,439 (3,535) | 0.001 |
| Diabetes-related health care resource costs in $, mean (SD) | ||||
| Inpatient and outpatient costs | 5,815 (28,023) | 4,357 (22,326) | 6,112 (29,039) | 0.045 |
| ED costs | 114 (1,091) | 63 (539) | 124 (1,171) | 0.072 |
| Prescription costs | 1,414 (1,331) | 1,624 (1,493) | 1,372 (1,291) | <0.001 |
Notes:
Persistent vs nonpersistent;
defined as the last A1C value during the baseline period or <15 days after the index date; if multiple A1C values were available, the measurement closest to the index date was used in the analysis.
Abbreviations: A1C, glycated hemoglobin A1c; CCI, Charlson Comorbidity Index; DPP-4, dipeptidyl peptidase; ED, emergency department; GLP-1 RA, glucagon-like peptide-1 receptor agonist; SD, standard deviation.
Figure 2Kaplan–Meier curve of median time to discontinuation of combination therapy.
Health care utilization in the 12-month follow-up period
| Characteristics | Total (n=7,320) | Persistent (n=1,238) | Nonpersistent (n=6,082) | |
|---|---|---|---|---|
| All-cause, mean (SD) | ||||
| Number of admissions | 0.24 (0.72) | 0.18 (0.61) | 0.25 (0.74) | 0.003 |
| Number of outpatient claims | 22.69 (21.95) | 23.01 (24.66) | 22.62 (21.36) | 0.571 |
| Number of ED claims | 0.67 (2.91) | 0.54 (2.37) | 0.70 (3.01) | 0.074 |
| Length of in-hospital stay (days) | 1.30 (6.62) | 0.86 (5.17) | 1.39 (6.88) | 0.011 |
| Diabetes-related, mean (SD) | ||||
| Number of admissions | 0.13 (0.43) | 0.10 (0.37) | 0.14 (0.44) | 0.006 |
| Number of outpatient claims | 9.35 (11.80) | 9.44 (15.04) | 9.33 (11.03) | 0.760 |
| Number of ED claims | 0.12 (0.65) | 0.10 (0.64) | 0.12 (0.66) | 0.266 |
| Length of in-hospital stay (days) | 0.53 (2.76) | 0.35 (1.69) | 0.57 (2.93) | 0.014 |
Note:
Persistent vs nonpersistent.
Abbreviations: ED, emergency department; SD, standard deviation.
Figure 3All-cause (A) and diabetes-related (B) health care costs over the 12 months of follow-up.
Abbreviation: ED, emergency department.
Predictors of A1C change
| Predictor | Estimate (%) | SE | 95% CI | |
|---|---|---|---|---|
| Persistent (vs nonpersistent) | −0.5689 | 0.1516 | −0.8661, −0.2717 | 0.002 |
| Age (per year) | −0.0028 | 0.0068 | −0.0161, 0.0105 | 0.678 |
| Female (vs male) | −0.0835 | 0.1166 | −0.3119, 0.1450 | 0.474 |
| US region (vs South) | ||||
| Midwest | 0.2129 | 0.2206 | −0.2195, 0.6453 | 0.335 |
| Northeast | 0.1120 | 0.2262 | −0.3312, 0.5553 | 0.620 |
| Unknown | 0.3471 | 0.5706 | −0.7712, 1.4653 | 0.543 |
| West | 0.1384 | 0.1570 | −0.1693, 0.4461 | 0.378 |
| Health plan type (vs point of service) | ||||
| Health Maintenance Organization | 0.0040 | 0.1573 | −0.3044, 0.3124 | 0.980 |
| Exclusive Provider Organization | 0.0174 | 0.1717 | −0.3190, 0.3539 | 0.919 |
| Indemnity | −0.0851 | 1.0411 | −2.1257, 1.9555 | 0.935 |
| Preferred Provider Organization | 0.5761 | 0.3446 | −0.0994, 1.2515 | 0.095 |
| Other | 0.0316 | 0.2707 | −0.4990, 0.5621 | 0.907 |
| CCI score (vs 0) | ||||
| 1–2 | −0.3561 | 0.3495 | −1.0411, 0.3288 | 0.308 |
| 3–4 | −0.4984 | 0.3634 | −1.2107, 0.2139 | 0.170 |
| ≥5 | −0.2046 | 0.3892 | −0.9674, 0.5581 | 0.599 |
| Baseline hypoglycemia (yes vs no) | 0.1649 | 0.3050 | −0.4330, 0.7628 | 0.589 |
| Baseline hypertension (yes vs no) | 0.0315 | 0.1467 | −0.2560, 0.3190 | 0.830 |
| Baseline lipid disease (yes vs no) | −0.0569 | 0.1667 | −0.3837, 0.2699 | 0.733 |
| Baseline A1C (per %) | −0.5293 | 0.0331 | −0.5943, −0.4643 | <0.001 |
| Baseline usage of any OAD (yes vs no) | −0.1685 | 0.1435 | −0.4497, 0.1126 | 0.240 |
| Baseline usage of basal insulin (yes vs no) | −0.1724 | 0.2060 | −0.5761, 0.2313 | 0.403 |
| Baseline usage of any GLP-1 RA (yes vs no) | −0.3094 | 0.2186 | −0.7379, 0.1191 | 0.157 |
| Baseline all-cause total health care encounter charges (per $) | <0.0001 | <0.0001 | <0.0001, <0.0001 | 0.497 |
Abbreviations: A1C, glycated hemoglobin A1c; CCI, Charlson Comorbidity Index; CI, confidence interval; GLP-1 RA, glucagon-like peptide-1 receptor agonist; OAD, oral antidiabetes drug; SE, standard error.