| Literature DB >> 34850355 |
Jared A Houssarini1, Alan J M Brnabic2, Marwan Obaid3,4,5.
Abstract
AIM: To compare the real-world effectiveness of once-weekly dulaglutide 1.5 mg with insulin in injectable-naïve patients with type 2 diabetes mellitus (T2DM).Entities:
Keywords: Dulaglutide; HbA1c; Real-world setting; Type 2 diabetes
Year: 2021 PMID: 34850355 PMCID: PMC8776933 DOI: 10.1007/s13300-021-01184-x
Source DB: PubMed Journal: Diabetes Ther ISSN: 1869-6961 Impact factor: 2.945
Baseline characteristics of cohort
| Baseline characteristics of cohort* | Dulaglutide ( | Insulin ( | Total ( | |
|---|---|---|---|---|
| Male | 46 (61.3) | 53 (70.7) | 99 (66.0) | 0.3010 |
| Age (years), mean (SD); median [min, max] | 61.8 (10.2) 63.0 [37.0, 82.0] | 62.8 (10.6) 62.0 [39.0, 85.0] | 62.3 (10.4); 63.0 [37.0, 85.0] | 0.5562† |
| Weight (kg), mean (SD); median [min, max] | 94.7 (21.3) 90.0 [60.4, 186.5] | 88.4 (15.1) 86.7 [55.3, 123.1] | 91.6 (18.7) 83.3 [55.3, 186.5] | 0.0376† |
| HbA1c (%), mean (SD); median [min, max] | 8.5 (1.3) 8.1 [7.0, 13.6] | 9.6 (1.5) 9.2 [6.8, 14.7] | 9.1 (1.5) 8.7 [6.8, 14.7] | < 0.0001†‡ |
| HbA1c (mmol/mol), mean (SD); median [min, max]** | 69 (9) 65 [53, 125] | 81(7) 77 [51,137] | 76 (7) 72 [51, 137] | |
| Duration of diabetes (years), mean (SD); median [min, max] | 14.9 (6.6) 14.0 [0.0, 33.0]*** | 13.0 (6.6) 12.0 [3.0, 38.0] | 14.0 (6.7) 13.0 [0, 38]** | 0.0767† |
| Previous/current diabetic complications | ||||
| Ischaemic heart disease | 4 (5.3) | 32 (42.7) | 36 (24.0) | < 0.0001 |
| Cerebrovascular accident | 0 (0) | 1 (1.3) | 1 (0.7) | 1 |
| Peripheral vascular disease | 8 (10.7) | 2 (2.7) | 10 (6.7) | 0.0976 |
| Neuropathy | 13 (17.3) | 13 (17.3) | 26 (17.3) | 1 |
| Nephropathy | 36 (48.0) | 41 (54.7) | 77 (51.3) | 0.5136 |
| Retinopathy | 23 (30.7) | 18 (24.0) | 41 (27.3) | 0.4639 |
| Oral anti-hyperglycaemic therapy at baseline | ||||
| Metformin | 72 (96.0) | 62 (82.7) | 134 (89.3) | 0.0150 |
| Sulfonylurea | 62 (82.7) | 69 (92.0) | 131 (87.3) | 0.1393 |
| DPP4 Inhibitor | 15 (20.0) | 29 (38.7) | 44 (29.1) | 0.0192 |
| SGLT2 Inhibitor | 58 (77.3) | 7 (9.3) | 65 (43.3) | < 0.0001 |
| Ethnicity, | 0.2700 | |||
| Middle Eastern and Northern African (including Egyptian) | 59 (78.7) | 61 (81.3) | 120 (80.0) | |
| European | 11 (14.7) | 13 (17.3) | 24 (16.0) | |
| Other (Oceanian, Asian, sub-Saharan African) | 5 (6.7) | 1 (1.4) | 6 (4.0) | |
*Presented as n (%) unless specified otherwise
**HbA1c values (%) were converted to HbA1c values (mmol/mol) using 10.929 × [HbA1c (%) – 2.15] [12]. The absolute value of the standard deviation was used
***n = 74 for dulaglutide for duration of diabetes; n = 149 for total duration of diabetes
****p values are from Fisher’s exact test unless specified otherwise. †Welch two-sample t test, ‡Wilcoxon rank sum test
Insulin titration regime
| 3-day average of fasting BGL | CDE titration | Patient self-titration |
|---|---|---|
| Fasting < 4 mmol | Decrease by 2–4 U | Decrease by 2 U |
| Fasting 4–5.9 mmol | Decrease by 2 U | No dose adjustment |
| Fasting 6–6.9 mmol | No dose adjustment | No dose adjustment |
| Fasting > 7 mmol | Increase dose by 2–4 U | Increase dose by 2 U |
For patient self-titration, patient to contact endocrinologist in any instances of recurrent hyper/hypoglycaemia
BGL blood glucose level, CDE credentialed diabetes educator
Covariate differences for propensity score model used for estimating the average treatment effect using augmented inverse probability weights for HbA1c ≤ 7% at visit 2
| Parameter | Standardized difference | Variance ratio | ||
|---|---|---|---|---|
| Unweighted | Weighted | Unweighted | Weighted | |
| Age | 0.0444 | − 0.0095 | 1.1634 | 1.2358 |
| Weight (kg) | − 0.3456 | 0.0374 | 0.4911 | 0.4604 |
| Creatinine | 0.4905 | 0.1957 | 2.4476 | 1.8536 |
| Ischaemic heart disease | ||||
| Yes | 0.9796 | 0.2717 | 4.7388 | 1.5164 |
| Metformin therapy | ||||
| Yes | − 0.4434 | − 0.1977 | 3.6748 | 1.8366 |
| HbA1c (%) | 0.7445 | 0.0948 | 1.3070 | 0.5655 |
Fig. 1Average treatment effect (ATE) for augmented inverse probability weights (AIPW) adjusted proportion of patients reaching target HbA1c (bootstrap bias corrected 95% confidence intervals). The data shown in the box are the observed proportion of patients who achieved HbA1c ≤ 7% at visit 2 and visit 3
Mean values for HbA1c and weight, proportion of patients with HbA1c ≤ 7% and hypoglycaemic incidence at each visit and the adjusted mean difference between visits
| Outcomes | Dulaglutide ( | Insulin ( | ||
|---|---|---|---|---|
| HbA1c, mean (95% CI) | ||||
| Visit 1, % | 8.5 (8.2, 8.8) | 9.6 (9.2, 9.9) | ||
| Visit 1, mmol/mol* | 69 (66, 73) | 81 (77, 85) | ||
| Visit 2, % | 7.2 (7.0, 7.4) | 8.5 (8.1, 8.8) | ||
| Visit 2, mmol/mol* | 55 (53, 57) | 69 (65, 73) | ||
| Visit 3, % | 7.3 (7.0, 7.6)** | 8.4 (8.0, 8.7) | ||
| Visit 3, mmol/mol* | 56 (53, 60) | 68 (64, 72) | ||
| HbA1c adjusted mean difference (bootstrap bias corrected 95% CI) | ||||
| Visit 2 − visit 1, %*** | – 1.6 (– 1.8, – 1.4) | < 0.001 | – 0.8 (– 1.2, – 0.4) | < 0.0001 |
| Visit 3 − visit 1, %**** | – 1.4 (– 1.8, – 0.9) | < 0.0001 | – 1.0 (– 1.3, – 0.7) | < 0.0001 |
| HbA1c ≤ 7% adjusted proportion difference, (bootstrap bias corrected 95% CI) | ||||
| Visit 2 − visit 1*** | 0.5 (0.2, 0.6) | < 0.0001 | 0.2 (0.1, 0.3) | 0.0001 |
| Visit 3 − visit 1*** | 0.5 (0.3, 0.7) | < 0.0001 | 0.2 (0.1, 0.4) | < 0.0001 |
| Weight kg, mean (95% CI) | ||||
| Visit 1 | 94.7 (89.8, 99.6) | 88.4 (84.9, 91.9) | ||
| Visit 2 | 92.1 (87.3, 96.9) | 89.7 (86.3,93.2) | ||
| Visit 3 | 91.2 (86.3, 96.2)* | 90.4 (86.7,94.0) | ||
| Weight kg, adjusted mean difference (bootstrap bias corrected 95% CI) | ||||
| Visit 2 − visit 1*** | – 2.4 (– 3.8, 1.6) | < 0.0001 | 1.2 (0.4, 1.9) | 0.0002 |
| Visit 3 − visit 1**** | – 2.4 (– 5.4, 0.9) | 0.0006 | 2.0 (1.1, 2.8) | < 0.0001 |
| Hypoglycaemia incidence, adjusted mean difference (bootstrap bias corrected 95% CI) | ||||
| Visit 2 − visit 1*** | 0.08 (0.02, 0.1) | 0.006 | 0.2 (0.09, 0.3) | < 0.001 |
| Visit 3 − visit 2**** | 0.03 (0.0#, 0.06) | 0.07 | 0.2 (0.1, 0.3) | < 0.001 |
CI confidence interval
*HbA1c values (%) were converted to HbA1c values (mmol/mol) using 10.929 × [HbA1c (%) – 2.15] [12]
**n = 65
***147 out of 150 observations were used for the adjusted analysis; 951 out of 1000 bootstrap samples were used to calculate standard errors
****138 out of 150 observations were used for the analysis; 945 out of 1000 bootstrap samples were used to calculate standard errors
#0.00000000000845
Fig. 2Average treatment effect (ATE) for augmented inverse probability weights (AIPW) adjusted difference in mean change from each visit for HbA1c (%) and weight (kg) (bootstrap bias corrected 95% confidence intervals). V1 visit 1 (baseline, initiation of therapy), V2 visit 2, V3 visit 3. The data for HbA1c and weight shown in the box are the adjusted mean change observed between visits
| There is limited real-world evidence for treatment benefits of dulaglutide in type 2 diabetes mellitus. |
| This study aimed to compare the real-world effectiveness of dulaglutide compared with insulin in injectable-naïve patients with type 2 diabetes mellitus. |
| Dulaglutide showed a greater HbA1c reduction compared to insulin over 6 months despite lower baseline HbA1c. Dulaglutide also showed greater weight loss and a lower incidence of hypoglycaemia compared to insulin. |
| The beneficial effects and therapeutic benefits of dulaglutide therapy previously observed in randomised control cohorts can be translated into the real-world setting. |