| Literature DB >> 31025878 |
Richard M Bergenstal1, Mark Peyrot2, Darlene M Dreon3, Vanita R Aroda4, Timothy S Bailey5, Ronald L Brazg6, Juan P Frias7, Mary L Johnson1, David C Klonoff8, Davida F Kruger9, Shenaz Ramtoola10, Julio Rosenstock11, Pierre Serusclat12, Ruth S Weinstock13, Ramachandra G Naik3, David M Shearer3, Vivien Zraick3, Brian L Levy3.
Abstract
Background: Barriers to mealtime insulin include complexity, fear of injections, and lifestyle interference. This multicenter, randomized controlled trial evaluated efficacy, safety, and self-reported outcomes in adults with type 2 diabetes, inadequately controlled on basal insulin, initiating and managing mealtime insulin with a wearable patch versus an insulin pen.Entities:
Keywords: Mealtime insulin patch; Type 2 diabetes
Mesh:
Substances:
Year: 2019 PMID: 31025878 PMCID: PMC6532545 DOI: 10.1089/dia.2018.0298
Source DB: PubMed Journal: Diabetes Technol Ther ISSN: 1520-9156 Impact factor: 6.118

The patch. The wearable, on-demand, mealtime insulin-delivery system patch (Calibra Medical, Wayne, PA) contains up to 200 units of insulin and measures no more than 65 × 35 × 8 mm (A). It can be worn on the abdomen for up to 3 days (B). Mealtime insulin can be dosed in 2-unit increments through clothing by actuating the buttons on both sides of the patch (C).
Baseline Characteristics and Changes in Efficacy Endpoints from Baseline to Weeks 24 and 44
| HbA1c | ||||||
| Baseline, mean ± SE, % | 8.6 ± 0.1 | 8.7 ± 0.1 | 8.6 ± 0.1 | 8.6 ± 0.1 | ||
| Week 24 or 44, mean ± SE, % | 7.0 ± 0.1 | 7.1 ± 0.1 | 7.0 ± 0.1 | 7.0 ± 0.1 | ||
| LS mean change ± SE, % | −1.7 ± 0.1 | −1.6 ± 0.1 | −0.1 ± 0.1 | −1.6 ± 0.1 | −1.6 ± 0.1 | 0.0 ± 0.1 |
| 95% CI | −1.86 to −1.53 | −1.77 to −1.44 | −0.32 to 0.14 | −1.83 to −1.43 | −1.83 to −1.43 | −0.28 to 0.28 |
| | 0.45 | 0.99 | ||||
| Baseline, mean ± SE, mmol/mol | 70.8 ± 0.9 | 71.8 ± 0.9 | 70.1 ± 1.0 | 70.5 ± 1.0 | ||
| Week 24 or 44, mean ± SE, mmol/mol | 52.7 ± 0.9 | 54.0 ± 1.0 | 52.5 ± 1.2 | 52.6 ± 1.1 | ||
| LS mean change ± SE, mmol/mol | −18.5 ± 0.9 | −17.5 ± 0.9 | −1.0 ± 1.3 | −17.8 ± 1.1 | −17.8 ± 1.1 | 0.02 ± 1.57 |
| 95% CI | −20.3 to −16.7 | −19.3 to −15.7 | −3.5 to 1.6 | −20.0 to −15.6 | −20.0 to −15.6 | −3.1 to 3.1 |
| | 0.45 | 0.99 | ||||
| Fasting plasma glucose | ||||||
| Baseline, mean ± SE, mg/dL | 161.5 ± 4.9 | 169.0 ± 5.3 | 154.5 ± 5.6 | 161.9 ± 5.1 | ||
| Week 24 or 44, mean ± SE, mg/dL | 136.1 ± 4.6 | 138.8 ± 4.3 | 138.3 ± 4.7 | 138.5 ± 4.6 | ||
| LS mean change ± SE, mg/dL | −28.3 ± 4.3 | −27.4 ± 4.2 | −0.9 ± 6.0 | −19.1 ± 4.5 | −20.6 ± 4.4 | 1.5 ± 6.3 |
| 95% CI | −36.7 to −19.9 | −35.7 to −19.0 | −12.8 to 10.9 | −28.0 to −10.2 | −29.3 to −11.8 | −11.0 to 14.0 |
| | 0.88 | 0.81 | ||||
| MDBG | ||||||
| Baseline, mean ± SE, mg/dL | 199.3 ± 4.1 | 202.5 ± 5.0 | 198.6 ± 4.1 | 200.6 ± 5.1 | ||
| Week 24 or 44, mean ± SE, mg/dL | 140.6 ± 2.6 | 146.6 ± 3.0 | 143.4 ± 3.9 | 142.2 ± 2.6 | ||
| LS mean change ± SE, mg/dL | −60.1 ± 2.8 | −54.7 ± 2.6 | −5.4 ± 3.8 | −56.1 ± 3.2 | −57.6 ± 3.1 | 1.5 ± 4.5 |
| 95% CI | −65.5 to −54.6 | −59.9 to −49.5 | −12.9 to 2.2 | −62.4 to −49.7 | −63.7 to −51.5 | −7.3 to 10.3 |
| | 0.16 | 0.73 | ||||
| CV of MDBG[ | ||||||
| Baseline, mean ± SE, % | 10.3 ± 0.5 | 10.5 ± 0.6 | 10.5 ± 0.6 | 10.7 ± 0.6 | ||
| Week 24 or 44, mean ± SE, % | 11.0 ± 0.7 | 11.8 ± 0.7 | 9.4 ± 0.7 | 12.0 ± 0.8 | ||
| LS mean change ± SE, % | 0.6 ± 0.7 | 1.4 ± 0.7 | −0.7 ± 1.0 | −1.2 ± 0.8 | 1.4 ± 0.8 | −2.6 ± 1.1 |
| 95% CI | −0.8 to 2.1 | 0.0 to 2.7 | −2.7 to 1.2 | −2.8 to 0.4 | −0.4 to 3.0 | −4.8 to −0.4 |
| | 0.46 | 0.02 | ||||
| Total daily insulin dose | ||||||
| Baseline, mean ± SE, units/day | 43.4 ± 1.9 | 49.5 ± 2.2 | 42.6 ± 2.0 | 49.0 ± 2.4 | ||
| Week 24 or 44, mean ± SE, units/day | 114.2 ± 5.6 | 133.0 ± 5.8 | −10.8 ± 7.2 | 130.9 ± 8.2 | 140.5 ± 8.2 | |
| LS mean change ± SE, units/day | 71.8 ± 5.2 | 82.6 ± 5.0 | −25.1, 3.5 | 89.2 ± 7.9 | 90.7 ± 7.6 | −1.54 ± 11.1 |
| 95% CI | 61.5 to 82.0 | 72.7 to 92.4 | 73.6 to 104.8 | 75.6 to 105.8 | −23.4 to 20.3 | |
| | 0.14 | 0.89 | ||||
| Total daily insulin dose | ||||||
| Baseline, mean ± SE, units/kg | 0.46 ± 0.02[ | 0.52 ± 0.02[ | 0.46 ± 0.02 | 0.51 ± 0.03 | ||
| Week 24 or 44, mean ± SE, units/kg | 1.17 ± 0.05 | 1.32 ± 0.06 | 1.33 ± 0.08 | 1.38 ± 0.08 | ||
| LS mean change ± SE, units/kg | 0.71 ± 0.05 | 0.80 ± 0.05 | −0.09 ± 0.07 | 0.87 ± 0.08 | 0.86 ± 0.08 | 0.01 ± 0.11 |
| 95% CI | 0.61 to 0.81 | 0.70 to 0.90 | −0.24 to 0.05 | 0.71 to 1.03 | 0.71 to 1.02 | −0.21 to 0.23 |
| | 0.20 | 0.93 | ||||
| Basal insulin dose | ||||||
| Baseline, mean ± SE, units/kg | 0.24 ± 0.01 | 0.27 ± 0.01 | 0.24 ± 0.01 | 0.28 ± 0.02 | ||
| Week 24 or 44, mean ± SE, units/kg | 0.48 ± 0.02 | 0.53 ± 0.02 | 0.52 ± 0.03 | 0.55 ± 0.03 | ||
| LS mean change ± SE, units/kg | 0.24 ± 0.02 | 0.26 ± 0.02 | −0.02 ± 0.03 | 0.27 ± 0.03 | 0.28 ± 0.03 | −0.002 ± 0.04 |
| 95% CI | 0.20 to 0.28 | 0.22 to 0.30 | −0.08 to 0.03 | 0.22 to 0.33 | 0.22 to 0.33 | −0.08 to 0.07 |
| | 0.38 | 0.96 | ||||
| Bolus insulin dose | ||||||
| Baseline, mean ± SE, units/kg | 0.22 ± 0.01 | 0.25 ± 0.01 | 0.22 ± 0.01 | 0.24 ± 0.01 | ||
| Week 24 or 44, mean ± SE, units/kg | 0.70 ± 0.04 | 0.79 ± 0.04 | 0.810 ± 0.06 | 0.84 ± 0.06 | ||
| LS mean change ± SE, units/kg | 0.48 ± 0.04 | 0.54 ± 0.04 | −0.06 ± 0.05 | 0.60 ± 0.06 | 0.60 ± 0.06 | 0.001 ± 0.08 |
| 95% CI | 0.41 to 0.55 | 0.47 to 0.61 | −0.16 to 0.04 | 0.48 to 0.71 | 0.478 to 0.71 | −0.16 to 0.16 |
| | 0.22 | 0.99 | ||||
| Insulin ratio—basal:bolus | ||||||
| Baseline, mean ± SE, % | 1.12 ± 0.03[ | 1.14 ± 0.03[ | 1.12 ± 0.03 | 1.19 ± 0.04 | ||
| Week 24 or 44, mean ± SE, % | 0.75 ± 0.03 | 0.79 ± 0.04 | 0.79 ± 0.05 | 0.81 ± 0.04 | ||
| LS mean change ± SE, % | −0.38 ± 0.04 | −0.35 ± 0.03 | −0.03 ± 0.05 | −0.36 ± 0.05 | −0.35 ± 0.04 | −0.01 ± 0.06 |
| 95% CI | −0.45 to −0.31 | −0.41 to −0.28 | −0.13 to 0.06 | −0.44 to −0.27 | −0.44 to −0.26 | −0.13 to 0.12 |
| | 0.49 | 0.93 | ||||
| Body weight | ||||||
| Baseline, mean ± SE, kg | 92.5 ± 1.4 | 96.1 ± 1.5 | 92.6 ± 1.6 | 96.7 ± 1.6 | ||
| Week 24 or 44, mean ± SE, kg | 96.3 ± 1.5 | 100.1 ± 1.6 | 97.6 ± 1.8 | 102.1 ± 1.8 | ||
| LS mean change ± SE, kg | 3.9 ± 0.4 | 4.0 ± 0.4 | −0.07 ± 0.57 | 5.1 ± 0.5 | 5.3 ± 0.5 | −0.2 ± 0.7 |
| 95% CI | 3.1 to 4.7 | 3.2 to 4.8 | −1.18 to 1.04 | 4.1 to 6.0 | 4.3 to 6.2 | −1.6 to 1.2 |
| | 0.91 | 0.79 | ||||
| Hypoglycemic episodes,[ | ||||||
| Any[ | 116 (83.5) | 120 (86.3) | 121 (87.1) | 125 (89.9) | ||
| Symptomatic | 105 (75.5) | 107 (77.0) | 113 (81.3) | 115 (82.7) | ||
| Asymptomatic | 77 (55.4) | 76 (54.7) | 94 (67.6) | 90 (64.7) | ||
| Severe[ | 1 (0.7) | 2 (1.4) | 3 (2.2) | 3 (2.2) | ||
| Nocturnal[ | 50 (36.0) | 52 (37.4) | 60 (43.2) | 74 (53.2) | ||
CV was defined as the measure of glycemic variability relative to the mean (SD/mean), calculated from 7-point SMBG over 3 days.
Baseline is defined as the Visit 3 (week 0) measurement.
Defined as plasma glucose ≤70 mg/dL (≤3.9 mmol/L) accompanied by typical symptoms of hypoglycemia.
Some patients experienced multiple episodes.
Defined as requiring third-party assistance.
Any hypoglycemic event occurring between the hours of 12 midnight and 6 A.M.
CI, confidence interval; CV, coefficient of variation; HbA1c, glycated hemoglobin; ITT, intent to treat; LS, least squares; MDBG, mean daily blood glucose; mITT, modified ITT; SD, standard deviation; SE, standard error; SMBG, self-monitoring of blood glucose.

Results for glycemic control. (A) HbA1c from baseline to week 44 in patch versus pen users. (B) Fasting plasma glucose from baseline to week 44 in patch versus pen users. (C) Seven-point SMBG profile at baseline, week 24, and week 44 in patch versus pen users. A significant reduction in SMBG was observed from baseline to weeks 24 and 44 for each of the seven time points (P < 0.0001) in both treatment arms. HbA1c, glycated hemoglobin; NS, nonsignificant between treatment arms; SMBG, self-monitoring of blood glucose.
Subject-Reported Outcomes
| P | ||||
|---|---|---|---|---|
| Change in insulin-delivery-system treatment satisfaction, baseline to week 24 | ||||
| Overall satisfaction[ | −0.7 ± 0.1 | −0.5 ± 0.1 | −0.3 ± 0.1 | <0.01 |
| Satisfaction with ease of use[ | 13.6 ± 2.0 | 4.5 ± 2.0 | 9.2 ± 2.8 | <0.01 |
| Interference with daily activities[ | 2.5 ± 2.2 | 3.3 ± 2.2 | −0.8 ± 3.1 | 0.79 |
| Helping with glucose control[ | 16.4 ± 2.0 | 13.2 ± 2.0 | 3.1 ± 2.9 | 0.27 |
| Worry about glucose control[ | −3.3 ± 1.6 | −0.5 ± 1.6 | −2.8 ± 2.3 | 0.22 |
| Feelings about yourself and your life[ | 3.8 ± 1.1 | 2.5 ± 1.1 | 1.3 ± 1.6 | 0.41 |
| Change in diabetes-specific quality of life, baseline to week 24 | ||||
| Daily functions[ | 2.4 ± 1.4 | −2.0 ± 1.4 | 4.3 (2.0) | 0.03 |
| Diet restrictions[ | 6.2 ± 1.3 | 1.9 ± 1.3 | 4.2 (1.8) | 0.02 |
| Treatment goals[ | 0.9 ± 1.0 | −0.3 ± 1.0 | 1.1 (1.5) | 0.44 |
| Treatment satisfaction[ | −13.2 ± 1.4 | −11.3 ± 1.4 | −1.9 (2.0) | 0.33 |
| Physical complaints[ | 4.5 ± 1.3 | 2.5 ± 1.3 | 2.0 (1.8) | 0.26 |
| Emotional burdens[ | 6.0 ± 1.4 | 3.0 ± 1.4 | 3.0 (1.9) | 0.12 |
| Social problems[ | 2.5 ± 1.1 | 0.6 ± 1.1 | 1.9 (1.6) | 0.22 |
LS mean that is greater than 2 SE represents a statistically significant (P < 0.05) change.
Lower score is better.
Higher score is better.
”Favorable” and “Prefer” are defined as 4 or 5 on a Likert scale of 1–5, with 1 = strongly disagree, 2 = disagree, 3 = neutral, 4 = agree, 5 = strongly agree.
Health Care Provider-Experience Survey (N = 89)
| P | ||
|---|---|---|
| I am satisfied with the patch | 85.4 (79.2–91.6) | <0.0001 |
| I would prescribe the patch to patients who need bolus insulin | 84.1 (77.7–90.5) | <0.0001 |
| The patch will help patients overcome barriers to insulin injections (syringe/pen) | 80.9 (74.0–87.8) | <0.0001 |
| Easy for type 2 diabetes patients using the patch to advance from basal to basal–bolus insulin | 79.8 (72.8–86.8) | <0.0001 |
| I would prescribe the patch to MDI patients not at goal | 78.4 (71.2–85.6) | <0.0001 |
| Training patients to use the patch was easy | 74.2 (66.5–81.8) | <0.0001 |
| I would initiate type 2 diabetes patients uncontrolled on basal to basal–bolus with the patch | 73.9 (66.2–81.6) | <0.0001 |
| I observed positive diabetes management behavior changes with patients using the patch | 70.8 (62.9–78.7) | <0.0001 |
| When patients used the patch, they became engaged with their diabetes management | 68.5 (60.4–76.6) | <0.0001 |
| I would prescribe the patch for MDI patients at goal | 67.0 (58.8–75.3) | <0.0001 |
| I prefer the patch to pen to advance type 2 diabetes patients from basal to basal–bolus insulin | 91.1 (84.8–97.3)[ | <0.0001 |
| The patch will help me transition patients to basal–bolus therapy sooner/faster | 87.5 (79.6–95.4)[ | <0.0001 |
| With the patch, I had a more gratifying relationship with my patients | 73.8 (62.7–85.0)[ | <0.01 |
”Favorable” is defined as 4 or 5 on a Likert scale of 1–5 (1 = strongly disagree, 2 = disagree, 3 = neutral, 4 = agree, 5 = strongly agree).
Higher score is better.
Health care provider who expressed a preference excluding neutral responses of >20%.
MDI, multiple daily injections.