Glucagon-Like Peptide-1 Receptor Agonists in Patients with Type 2 Diabetes: Prescription According to Reimbursement Constraints and Guideline Recommendations in Catalonia
Abstract
:1. Introduction
2. Experimental Section
2.1. Study Population
2.2. Inclusion and Exclusion Criteria
2.3. Study Variables
2.4. Statistical Methods
3. Results
3.1. Patients’ Characteristics
3.2. Adequacy to GLP-1RAs SmPC and Local Health Policy Requirements for Reimbursement
3.3. Treatment Response after Six and Twelve Months of GLP-1RA Initiation
3.4. Assessment of Beneficial Response
3.5. Medication Persistence and Adherence
3.6. Adverse Events
3.7. Variables Associated with Beneficial HbA1c Reduction and Weight Loss after Therapy with GLP-1RAs
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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Characteristic | N | |
---|---|---|
Age, mean (SD), years | 2854 | 59.5 (9.8) |
Gender (male) | 2854 | 50.6% |
Diabetes duration, mean (SD), years | 9.2 (8.6) | |
<5 years | 705 | 24.7% |
5–10 years | 950 | 33.3% |
>10 years | 1199 | 42.0% |
Weight, mean (SD), kg | 2296 | 99.7 (18.5) |
BMI, mean (SD), kg/m2 | 2304 | 37.1 (5.9) |
HbA1c, %, mean (SD) [mmol/mol] | 2206 | 8.74 (1.6). (72.0 (17.5)) |
Total Cholesterol, mean (SD), mg/dL | 1909 | 180 (37.6) |
HDL-cholesterol, mean (SD), mg/dL | 1909 | 44.9 (11.2) |
LDL-cholesterol, mean (SD), mg/dL | 1909 | 99.6 (32.2) |
Triglycerides, mean (SD), mg/dL | 2133 | 218 (179) |
Heart rate, mean (SD), bpm | 2105 | 80 (12.6) |
SBP, mean (SD), mmHg | 2456 | 135 (15.1) |
DBP, mean (SD), mmHg | 2456 | 78.3 (9.9) |
eGFR, mean (SD), mL/min/1.73 m2 | 2153 | 85.7 (20.4) |
eGFR < 30 mL/min/1.73 m2 | 10 | 0.5% |
eGFR 30–44 mL/min/1.73 m2 | 86 | 4.0% |
eGFR 45–59 mL/min/1.73 m2 | 184 | 8.5% |
eGFR ≥ 60 mL/min/1.73 m2 | 1873 | 87.0% |
Complications, n (%) | ||
Peripheral artery disease | 180 | 6.3% |
Ischemic heart disease | 420 | 14.7% |
Heart failure | 185 | 6.5% |
Stroke | 177 | 6.2% |
AD treatment | ||
No pharmacologic treatment | 95 | 3.3% |
1 agent (excluding insulin) | 1246 | 43.7% |
1 agent (including insulin) | 1454 | 50.9% |
≥2 agents (including insulin) | 1305 | 45.7% |
AD treatment by drug class | ||
Insulin | 1483 | 52.0% |
Metformin | 2316 | 81.1% |
Sulphonylureas | 777 | 27.2% |
DPP4i | 749 | 26.2% |
GLP-1RA prescribed | ||
Liraglutide | 1575 | 56.0% |
Exenatide * | 668 | 23.8% |
Lixisenatide | 569 | 20.2% |
Clinical Variable | Endpoint | Overall Mean Change (SD) n = 2251 | Prescribed According to SmPC? * | Prescribed According to Reimbursement Policy? ** | ||||
---|---|---|---|---|---|---|---|---|
Yes n = 1721 | No n = 1133 | p-Value | Yes n = 1493 | No n = 1361 | p-Value | |||
HbA1c, % | 6 months | −0.84 (1.66) | −0.99 (1.68) | −0.28 (1.46) | <0.001 | −1.02 (1.70) | −0.46 (1.51) | <0.001 |
12 months | −0.88 (1.57) | −1.03 (1.59) | −0.36 (1.39) | <0.001 | −1.03 (1.61) | −0.57 (1.45) | <0.001 | |
BMI, kg/m2 | 6 months | −1.01 (2.36) | −0.99 (2.25) | −1.04 (2.55) | 0.674 | −1.08 (2.23) | −0.87 (2.59) | 0.062 |
12 months | −1.08 (2.22) | −1.07 (2.15) | −1.10 (2.35) | 0.826 | −1.17 (2.08) | −0.89 (2.48) | 0.035 | |
Weight, kg | 6 months | −2.73 (6.44) | −2.67 (6.17) | −2.85 (6.90) | 0.559 | −2.87 (6.01) | −2.47 (7.19) | 0.212 |
12 months | −2.86 (5.99) | −2.79 (5.86) | −2.97 (6.25) | 0.598 | −3.06 (5.57) | −2.44 (6.77) | 0.081 | |
Total-Cholesterol, mg/dL | 6 months | −6.86 (35.9) | −7.59 (35.6) | −4.13 (36.9) | 0.129 | −8.05 (36.5) | −4.31 (34.6) | 0.052 |
12 months | −7.64 (35.3) | −8.31 (35.0) | −5.32 (36.6) | 0.263 | −9.11 (35.5) | −4.57 (34.8) | 0.049 | |
HDL-Cholesterol, mg/dL | 6 months | 0.09 (7.14) | 0.12 (7.01) | −0.02 (7.58) | 0.764 | 0.14 (7.02) | −0.02 (7.38) | 0.696 |
12 months | −0.05 (7.10) | 0.01 (6.96) | −0.27 (7.56) | 0.612 | −0.03 (7.13) | −0.11 (7.04) | 0.859 | |
LDL-Cholesterol, mg/dL | 6 months | −5.07 (31.2) | −5.60 (30.8) | −3.08 (32.8) | 0.212 | −5.65 (31.6) | −3.83 (30.4) | 0.278 |
12 months | −5.83 (30.5) | −6.21 (29.9) | −4.51 (32.6) | 0.471 | −6.42 (30.8) | −4.60 (30.0) | 0.360 | |
Triglycerides, mg/dL | 6 months | −16.42 (166) | −20.52 (181) | −1.28 (90.3) | 0.004 | −22.41 (174) | −4.50 (149) | 0.022 |
12 months | −21.30 (156) | −27.16 (170) | −1.29 (91.6) | 0.001 | −29.41 (163) | −5.59 (141) | 0.006 | |
SBP, mmHg | 6 months | −0.90 (17.6) | −0.77 (17.3) | −1.11 (18.1) | 0.659 | −1.01 (17.4) | −0.73 (17.7) | 0.710 |
12 months | −1.97 (15.7) | −1.92 (15.9) | −2.05 (15.3) | 0.864 | −2.05 (16.1) | −1.83 (15.1) | 0.777 | |
DBP, mmHg | 6 months | −0.33 (10.5) | −0.32 (10.1) | −0.36 (11.1) | 0.938 | −0.42 (10.2) | −0.21 (10.9) | 0.643 |
12 months | −1.07 (9.46) | −1.05 (9.15) | −1.11 (9.98) | 0.917 | −1.11 (9.24) | −1.01 (9.80) | 0.839 | |
Heart rate, bpm | 6 months | 0.68 (12.8) | 0.58 (12.4) | 0.86 (13.5) | 0.664 | 0.64 (12.4) | 0.73 (13.4) | 0.897 |
12 months | 0.55 (11.6) | 0.26 (11.1) | 1.08 (12.6) | 0.250 | 0.36 (11.1) | 0.87 (12.5) | 0.466 | |
eGFR, mL/min/1.73 m2 | 6 months | −1.63 (11.1) | −1.86 (10.8) | −0.65 (12.1) | 0.083 | −1.70 (11.0) | −1.48 (11.4) | 0.689 |
12 months | −1.19 (10.5) | −1.38 (10.5) | −0.41 (10.7) | 0.169 | −1.16 (10.6) | −1.24 (10.3) | 0.884 |
Clinical Variable | After 6 Months | After 6–12 Months | ||||||
---|---|---|---|---|---|---|---|---|
Reduction in HbA1c ≥ 1% | Reduction in Weight ≥ 3% | Reduction in HbA1c ≥ 1% AND Weight ≥ 3% | Reduction in HbA1c ≥ 1%, Weight ≥ 3%OR Both | Reduction in HbA1c ≥ 1% | Reduction in Weight ≥ 3% | Reduction in HbA1c ≥ 1% AND Weight ≥ 3% | Reduction in HbA1c ≥ 1%, Weight ≥ 3%OR Both | |
Male gender | – | – | – | – | – | 0.73 (0.54–0.97) p = 0.036 | – | – |
T2D duration (10–20 years) | 0.64 (0.43–0.97) p = 0.036 | – | – | 0.67 (0.46–0.96) p = 0.031 | – | – | 2.81* (1.02-7.61) p = 0.042 | – |
HbA1c | 2.06 (1.83–2.33) p < 0.001 | – | 1.25 (1.12–1.40) p < 0.001 | 1.41 (1.28–1.56) p < 0.001 | 2.14 (1.85–2.48) p < 0.001 | – | 1.42 (1.22–1.66) p < 0.001 | 1.35 (1.22–1.50) p < 0.001 |
BMI | – | 1.03 (1.01–1.05) p = 0.014 | 1.03 (1.00–1.06) p = 0.032 | 1.02 (1.00–1.05) p = 0.043 | – | 1.04 (1.02–1.07) p = 0.001 | 1.06 (1.02–1.10) p = 0.003 | 1.03 (1.01–1.06) p = 0.005 |
DBP | – | – | – | – | – | – | 1.03 (1.01–1.06) p = 0.018 | – |
eGFR | – | – | – | – | – | – | 1.01 (1.00–1.03) p = 0.042 | – |
Prescribed according to HPR | – | – | – | 1.60 (1.04-2.45) p = 0.031 | – | – | – | – |
AUC of the model | 0.78 | 0.61 | 0.67 | 0.68 | 0.79 | 0.63 | 0.74 | 0.67 |
(0.76–0.79) | (0.59–0.62) | (0.65–0.69) | (0.66–0.69) | (0.77–0.80) | (0.61–0.65) | (0.71–0.76) | (0.65–0.68) |
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Franch-Nadal, J.; Mata-Cases, M.; Ortega, E.; Real, J.; Gratacòs, M.; Vlacho, B.; Vallés, J.A.; Mauricio, D. Glucagon-Like Peptide-1 Receptor Agonists in Patients with Type 2 Diabetes: Prescription According to Reimbursement Constraints and Guideline Recommendations in Catalonia. J. Clin. Med. 2019, 8, 1389. https://doi.org/10.3390/jcm8091389
Franch-Nadal J, Mata-Cases M, Ortega E, Real J, Gratacòs M, Vlacho B, Vallés JA, Mauricio D. Glucagon-Like Peptide-1 Receptor Agonists in Patients with Type 2 Diabetes: Prescription According to Reimbursement Constraints and Guideline Recommendations in Catalonia. Journal of Clinical Medicine. 2019; 8(9):1389. https://doi.org/10.3390/jcm8091389
Chicago/Turabian StyleFranch-Nadal, Josep, Manel Mata-Cases, Emilio Ortega, Jordi Real, Mònica Gratacòs, Bogdan Vlacho, Joan Antoni Vallés, and Dídac Mauricio. 2019. "Glucagon-Like Peptide-1 Receptor Agonists in Patients with Type 2 Diabetes: Prescription According to Reimbursement Constraints and Guideline Recommendations in Catalonia" Journal of Clinical Medicine 8, no. 9: 1389. https://doi.org/10.3390/jcm8091389
APA StyleFranch-Nadal, J., Mata-Cases, M., Ortega, E., Real, J., Gratacòs, M., Vlacho, B., Vallés, J. A., & Mauricio, D. (2019). Glucagon-Like Peptide-1 Receptor Agonists in Patients with Type 2 Diabetes: Prescription According to Reimbursement Constraints and Guideline Recommendations in Catalonia. Journal of Clinical Medicine, 8(9), 1389. https://doi.org/10.3390/jcm8091389