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Journal of Diabetes Science and Technology logoLink to Journal of Diabetes Science and Technology
. 2020 Jun 1;15(4):901–915. doi: 10.1177/1932296820928100

Insulin Pump Therapy for Patients With Type 2 Diabetes Mellitus: Evidence, Current Barriers, and New Technologies

Guido Freckmann 1, Sina Buck 1,, Delia Waldenmaier 1, Bernhard Kulzer 2, Oliver Schnell 3, Ulrich Gelchsheimer 4, Ralph Ziegler 5, Lutz Heinemann 6
PMCID: PMC8258526  PMID: 32476471

Abstract

An increasing number of patients with type 2 diabetes mellitus (T2DM) use insulin pumps. The first insulin pumps especially designed for patients with T2DM have recently become available. However, national guidelines do not primarily recommend the use of continuous subcutaneous insulin infusion (CSII) for this patient group. The effectiveness of CSII in T2DM has not yet been convincingly demonstrated, despite some positive evidence. An overview and an assessment of various studies to date will be given. T2DM is a heterogeneous disease with a substantial phenotypic variability; therefore, it is difficult to provide general conclusions about the effectiveness of CSII in T2DM therapy. The pump types, characteristics, and associated barriers may play a relevant role for therapy outcome. Most advanced functions like various bolus dosages offered by conventional insulin pumps are not needed for T2DM treatment and complicate the device handling for this subject group. Additionally, new technologies like increased connectivity, advanced software features, and interoperability are currently becoming available representing further barriers. The implementation of this technological progress might be a benefit for pumps for T2DM as well. However, these have not been sufficiently examined either and increased security challenges due to integrated peripheral components should not be neglected in terms of a sound cybersecurity. Pump features and handling for patients with T2DM should be as easy as possible, indicating a need for insulin pumps specially designed for patients with T2DM. However, it has to be investigated if pumps designed for T2DM are more effective than other intensified insulin regimens.

Keywords: type 2 diabetes mellitus, insulin pump, CSII, patch pump


In patients with type 1 diabetes mellitus (T1DM), insulin therapy by means of continuous subcutaneous insulin infusion (CSII) with an insulin pump is a well-established therapeutic option. There is a large body of evidence showing beneficial effects of CSII in patients with T1DM, because it mimics the physiological situation by combining a (quasi) continuous insulin infusion rate to cover the basal insulin requirements with additional bolus deliveries to cover prandial insulin requirements and corrections of high glucose values.1

Insulin therapy in patients with type 2 diabetes mellitus (T2DM) can be managed by different treatment strategies such as basal insulin only, twice-daily premixed insulin, basal-bolus therapy (by means of multiple daily injections [MDI] regimens), or CSII.2,3

However, national guidelines do not primarily recommend the use of CSII for this patient group. It is rather classified as a special option in case a given patient does not achieve his therapeutic goal by using MDI.2-4

Nevertheless, benefits of CSII that have primarily been proven in patients with T1DM might also be applicable to patients with T2DM. Thus, the number of patients with T2DM using an insulin pump is increasing5 and first insulin pumps especially designed for patients with T2DM have become available.6

Currently, several reviews have summarized the results of clinical trials assessing the outcome of CSII in patients with T2DM. Some reviews could not detect beneficial effects of CSII therapy for patients with T2DM7 or concluded similar outcomes of CSII and MDI.8-11 Other reviews, however, reported better glycemic control in people with long-standing diabetes and poor glycemic control at baseline through CSII compared with MDI.12-14 Since most trials do not show a consistent body of evidence, this conclusion mainly refers to the results of the OpT2mise study.15 This first and as of yet only large-scale randomized trial about CSII in T2DM demonstrated superior effectiveness of CSII in people with poorly controlled T2DM compared with MDI.15

Clinical Evidence for CSII in Patients With T2DM

When looking at recent trials evaluating the efficacy of CSII in patients with T2DM, these trials differ considerably with respect to study design, methods, used insulin pumps, subject population, and therefore in study quality and maybe also outcomes. Table 1 lists studies on CSII in T2DM published between 2003 and 2018 and summarizes the main characteristics and outcomes.

Table 1.

Studies on CSII in T2DM Published Between 2003 and 2018.

First author Main topic Study design Subjects (category) Number of subjects Insulin pump CSII duration Study outcome Conclusion for CSII use in this study
Hermanns et al16 Switch from MDI to CSII Uncontrolled T2DM in general 18 PaQ insulin delivery system 14 d ○ Satisfaction: less stigmatization by insulin injection, increased positive outcome, and less fear of injections +
Kesavadev et al17 Switch from MDI to CSII Uncontrolled T2DM in general 46 n.a. 6 mo ○ HbA1c (%): –0.5; P < .0063
○ TDD (U): +0.1; P = 0.8
○ Bodyweight (kg): +0.1; P = 0.7
○ Satisfaction: high satisfaction with CSII and low interference with daily activities
+
Lynch et al18,19 Switch from MDI to CSII Retrospective T2DM in general 131 n.a. 6-40 mo ○ HbA1c (%): –0.9; P < .001 +
Gentry et al20 Switch from MDI to CSII Retrospective T2DM in general 30 n.a. 6-12 mo 6 mo:
○ HbA1c (%): 9.25 ± 2.20 to 7.94 ± 1.65; P < .001
○ TDD (U/kg): 1.33 ± 0.66 to 1.08 ± 0.70
○ Bodyweight (kg): 106.66 ± 19.17 to 109.75 ± 18.01
○ Satisfaction: 95% of patients preferred CSII therapy to previous injection regimen.
12 mo:
○ HbA1c (%): no significant change
○ TDD (U/kg): significantly decreased
○ Bodyweight (kg): returned to baseline
+
Lin et al21 Short-term CSII Self-controlled Newly diagnosed 90 Paradigm 712 14 d ○ HbA1c (%): 11.70 ± 2.40 to 9.82 ± 2.02; P < .001
○ BMI (kg/m2): 24.03 ± 2.93 to 23.85 ± 2.90
+
Chen et al22 Short-term CSII Uncontrolled Newly diagnosed 187 Paradigm 712 2-3 wk Near normoglycemia was achieved by 118 subjects.
65 remained in drug-free remission for 1 year (=remission group):
○ HbA1c (%): 10.8 ± 2.1 to 9.1 ± 1.5
○ BMI (kg/m2): 25.3 ± 3.0 to 25.5 ± 3.0
n.a.
Li et al23 Short-term CSII Uncontrolled Newly diagnosed 138 H-Tron Plus V100 14 d Optimal glycemic control was achieved by 126 patients:
○ HbA1c (%): 10.0 ± 2.2 to 8.7 ± 1.9; P < .001
○ BMI (kg/m2): 25.09 ± 3.73 to 25.05 ± 3.68; P = .513
Remission rate (patients who had long-term optimal glycemic control without medication) after 12 mo: 47.1% (32 of 68)
+
Liu et al24 Short-term CSII Retrospective Newly diagnosed 188 n.a. 14 d ○ 93 patients achieved 12-mo euglycemic remission (remission rate 49.5%):
○ HbA1c (%): 9.6 ± 2.3 to 8.3 ± 1.9; P < .001 (remission group); 9.8 ± 2.3 to 8.4 ± 1.6 (nonremission group);
○ BMI (kg/m2): 25.5 ± 3.8 to 25.5 ± 3.7 (remission group)
n.a.
Yang et al25 Short-term CSII Controlled Newly diagnosed 120 (68 with T2DM) MiniMed 712E 14 d ○ HbA1c (%): 10.7 ± 1.5 to 8.98 ± 1.16
○ BMI (kg/m2): 24.0 ± 2.3 to 24.5 ± 2.3
n.a.
Liu et al26 Short-term CSII Uncontrolled Newly diagnosed 95 Medtronic 14 d ○ HbA1c (%): 11.2 ± 2.2 to 9.4 ± 1.7; P < .001
○ BMI (kg/m2): 25.1 ± 3.0 to 24.8 ± 2.9; P < .001
○ Remission rate (sustained optimal glycemic control) after 12 mo: 58.9% (56 patients)
n.a.
Weng et al27 Short-term CSII Multicenter controlled Newly diagnosed 382 (137 CSII) H-Tron Plus V100 At least 14 d after glycemic target was reached ○ HbA1c (%): 9.8 ± 2.3 to 8.0 ± 1.5 (CSII) vs 9.7 ± 2.3 to 8.0 ± 1.6 (MDI)
○ Maximal TDD (U/kg): 0.68 ± 0.21 (CSII) vs 0.74 ± 0.35 (MDI)
○ Bodyweight unchanged (after transient treatments in all groups)
+
Xu et al28 Short-term CSII Uncontrolled Newly diagnosed 84 H-Tron Plus V100 14 d ○ HbA1c (%): 9.91 ± 2.16 to 8.69 ± 1.78
○ BMI (kg/m2): 25.35 ± 3.91 to 25.38 ± 3.82
Remission rate (maintained glycemic control) after 24 mo: 42 patients
n.a.
Huang et al29 Short-term CSII Controlled Newly diagnosed 66 (36 with T2DM) Paradigm 712 14 d All patients achieved target glycemic control in two weeks. Insulin resistance and basal b-cell function improved significantly; P < .05 n.a.
Edelman et al30; Rubin et al31; Peyrot et al32; Megson et al33; Frias et al34 Insulin dose optimization and patient reported outcomes Uncontrolled CSII-naïve (56)
CSII-naïve and suboptimally controlled (21)
56/21 Animas 2020 16 wk N = 56:
○ HbA1c (%): –1.2 ± 1.2; P < .001
○ TDD (U): 95 ± 59
○ Bodyweight (kg):+ 1.9 ± 3.3; P < 0.001
○ Satisfaction: Study treatment system was preferred by all study cohorts over their prior treatment systems and was associated with many improvements in perceptions of treatment and quality of life.
N = 21:
○ HbA1c (%): –1.1 ± 1.2; P < .001
○ TDD (U): 99 ± 65 to 122 ± 72
○ Bodyweight (kg): +2.8 ± 2.6; P < .001
Satisfaction: Improvements of quality of life and in perception of treatment
+
Gao et al35 Insulin dose optimization Uncontrolled T2DM in general 171 Medtronic n.a. ○ TDD (U): 31.66 ± 9.85 n.a.
King et al36 Insulin dose optimization Uncontrolled T2DM in general 30 Animas 2020 14 wk ○ TDD (U): 64.1 ± 27.6
○ Bodyweight: not significantly different
n.a.
Noh et al37 Insulin dose optimization Uncontrolled Poorly controlled 300 Dana 1-2 wk ○ TDD (U): 45.1 ± 24.7 n.a.
Yang et al38 Insulin dose optimization Uncontrolled T2DM in general 268 n.a. n.a. HbA1c level can forecast the total basal insulin dose in CSII n.a.
Liu et al39 Insulin dose optimization Uncontrolled Newly diagnosed 104 n.a. 14 ○ HbA1c (%): 11.1 ± 2.0 to 9.5 ± 1.7 (remission group); 10.8 ± 2.2 to 9.0 ± 1.7 (nonremission group)
○ TDD (U): 56.6 ± 16.1 to 36.2 ± 16.5
○ BMI (kg/m2): 25.0 ± 3.3 to 24.8 ± 3.3 (remission group); 25.5 ± 3.0 to 25.0 ± 2.8 (nonremission group)
Remission rate (remained in glycemic remission) after 12 mo: 52.0% (52 of 100)
n.a.
Ma et al40 Insulin dose optimization Uncontrolled Newly diagnosed 65 Paradigm 712 3 d ○ TDD (U): 45.97 ± 1.28 (when target glucose level was achieved) n.a.
Zeng et al41 CSII vs short-term basal insulin Controlled Newly diagnosed 59 Paradigm 712 14 d ○ HbA1c (%): –0.84 ± 0.57 (CSII) vs −1.06 ± 0.66 (basal insulin); group difference: P = .196
○ TDD (U/kg): 0.72 ± 0.31 (CSII) vs 0.55 ± 0.21 (insulin monotherapy)
Bodyweight: No obvious weight gain was observed in either group
Reznik et al15; Aronson et al42; Conget et al43; Metzger et al44; Reznik et al45; Vigersky et al46 CSII vs MDI Controlled Poorly controlled 311 MiniMed Paradigm Veo 6/12 mo 6 mo (CSII vs MDI):
○ HbA1c (%): –1.1 ± 1.2 (CSII) vs −0.4 ± 1.1 (MDI); group difference: P < .0001
○ TDD (U): 97 ± 56 (CSII) vs 122 ± 68 (MDI); P < .001
○ Bodyweight: no significant group difference
12 mo (12 mo CSII + 6 mo CSII (MDI cross to CSII):
○ HbA1c (%): –1.2 ± 1.14; P < .001 (12 mo CSII) vs −0.8 ± 1.2; P < .001 (6 mo CSII)
○ TDD: 98.3 ± 57.9 U (12 mo CSII) vs −0.11 ± 0.33 U/kg; P < .0001 (6 mo CSII)
○ Bodyweight: no significant group difference
+
Yang et al47 CSII vs MDI Controlled Poorly controlled 609 Medtronic 14 ○ TDD (U): 32.58 ± 8.78 (CSII) vs 37.12 ± 10.19 (MDI); P < .01 +
Li et al48 CSII vs MDI (three or four injections daily) (MDI3/MDI4) Controlled Newly diagnosed (N) + long-standing diabetes (L) 243 Medtronic 2-3 wk ○ TDD (U): 36.91 ± 10.87 (CSII N) vs
38.45 ± 13.62 (MDI3 N) vs
37.86 ± 15.90 (MDI4 N) vs
38.20 ± 17.47 (CSII L) vs
40.14 ± 18.54 (MDI3 L) vs
41.01 ± 20.77 (MDI4 L)
○ Bodyweight: no significant group difference
+
Chlup et al49 CSII vs MDI Controlled CSII-naïve 23 MiniMed Paradigm Veo 12 mo 6 mo:
○ HbA1c (%): group difference: –0.53 ± 0.9 in favor of CSII; P = .20
○ TDD: –33% (CSII) vs–5% (MDI)
○ Bodyweight (kg): –0.8 ± 5.61 (CSII) vs −1.0 ± 2.03 (MDI)
12 mo: 12 mo CSII and 6 mo CSII (MDI cross to CSII):
○ HbA1c (%): –1.6 (CSII) vs −0.5 ± 1.04; P < .0001 (MDI cross to CSII)
○ TDD (U): –9.7 (CSII) vs −17.4 ± 21.06 (MDI cross to CSII)
○ Bodyweight (kg): +1.1 ± 6.5 (CSII) vs −0.3 ± 3.39 (MDI cross to CSII)
○ Satisfaction: treatment adherence and satisfaction were excellent
+
Raskin et al50 CSII vs MDI Controlled CSII-naïve 132 MiniMed 507C 24 wk ○ HbA1c (%): –0.62 ± 1.11; P < .05 (CSII) vs −0.46 ± 0.89; P < .05 (MDI)
○ TDD: + 0.1 U (both groups)
○ Bodyweight: increased slightly in both groups, no significant group difference: 98.1 ± 18.1 kg (CSII) vs 97.6 ± 19.2 kg (MDI)
○ Satisfaction: 93% of CSII-treated subjects preferred the pump to their previous insulin regimen
Herman et al51; Johnson et al52 CSII vs MDI Controlled Insulin-treated T2DM;
>60 y of age
107 (98 completed) MiniMed 508 12 mo ○ HbA1c (%): –1.7 ± 1.0 (CSII) vs −1.6 ± 1.2 (MDI); P = .20
○ TDD (U): 108 ± 63 (CSII) vs 108 ± 62 (MDI); P = .998
○ Bodyweight (kg): +2.1 (CSII) vs +2.6 (MDI); P = .70
○ Satisfaction: Treatment satisfaction improved significantly with both groups; no statistically significant group difference; P = .58
Berthe et al53 CSII vs MDI Self-controlled Poorly controlled 17 MiniMed 508 12 wk ○ HbA1c (%): 9.0 ± 1.6 % to 7.7 ± 0.8 % (CSII) vs 8.6 ± 1.6 % (MDI); P < .03
○ TDD: No differences
○ Bodyweight: No differences
○ Satisfaction: Both groups were satisfied with their insulin regimens, with a slight preference toward the MDI regimen compared with CSII
+
Zhang et al54 CSII vs MDI Retrospective Poorly controlled 501 Medtronic MiniMed Paradigm 7-14 d Net glycemic action and mean amplitude of glycemic excursions significantly lower in CSII + Metformin and MDI + Metformin than in either CSII alone or MDI alone n.a.
Wainstein et al55 CSII vs MDI Controlled Obese T2DM 40 Medtronic Minimed 18 wk ○ HbA1c (%): −0.8 ± 1.5 (CSII) vs +0.4 ± 1.3 (MDI); P < .01
○ TDD (U): −14.5 ± 34.4 (CSII) vs −9.0 ± 28.1 (MDI); P = .6
○ Bodyweight (kg): –0.04 ± 4.8 (CSII) vs 0.09 ± 4.1 (MDI); P = .9
+
Levitt et al56 CSII vs MDI Controlled T2DM in hospitalized setting 16 OmniPod At least 2 d ○ TDD: No significant group differences
○ Satisfaction: Subjects reported equivalent treatment convenience
Lawton et al57 CSII satisfaction Interview Staff n.a. n.a. n.a. Difficulties of using patient characteristics and variables to predict clinical success using CSII.
Attitudinal barriers and prejudicial assumptions among staff about who is able to make effective use of CSII may need to be addressed.
Reznik et al15 CSII satisfaction Retrospective T2DM in general 39 n.a. n.a. At 1 y after CSII initiation:
○ HbA1c (%): –1.4
○ TDD (%): –25 (0.88 ± 0.42 U/kg/d)
○ Bodyweight: No significant change
○ Satisfaction: high level of satisfaction with the CSII device related to its convenience and flexibility.
n.a.
Parkner et al58 CSII overnight Uncontrolled Poorly controlled 10 Medtronic MiniMed 508 3 nights Fasting plasma glucose (mmol/L) was reduced from 11.6 ± 2.9 to 5.5 ± 1.6; P < .0001 during the first night.
No additional lowering was seen in the two succeeding nights.
+
Reznik et al59 CSII general Retrospective Poorly controlled 102 Medtronic or D-Tron n.a. 1-y Evaluation:
○ HbA1c (%): 9.3 ± 1.8 to 7.8 ± 1.4; P < .001
○ TDD: No significant change
○ Bodyweight (kg): +3.9 ± 8.6; P < .001
+
Choi et al60 β-Cell function Retrospective Poorly controlled 521 Dana 6-12 mo ○ HbA1c (%): 8.7 to 6.5; P < .001 (after 6 mo) and maintained between 6.3% and 6.5% (during subsequent 24 mo)
○ TDD (U): 83 ± 29 to 48 ± 25; P < .001 (after 24 mo)
○ BMI (kg/m2): 23.6 to 25.7; P < .001
○ β-Cell function was significantly improved
+
Park and Choi61 CSII long-term control Uncontrolled Poorly controlled 91 Dana 2 to 8 wk 31 subjects maintained normoglycemia without any medication (remission group):
○ HbA1c (%): 12.6 ± 4.0 to 6.4 ± 3.1; P < .001 (at 16 mo)
○ BMI (kg/m2): 23.8 ± 1.2 to 24.0 ± 1.1 (remission group) (at 16 mo)
+
Jankovec et al62 CSII and metabolic syndrome Uncontrolled Poorly controlled obese 13 H-Tron V100 6 mo ○ HbA1c (%): 9.60 vs 9.80
○ TDD (U): 69.0 vs 68.0
○ BMI (kg/m2): 33.0 vs 32.9
n.a.
Noh et al63 CSII and cardiovascular risk factors Uncontrolled Poorly controlled 15 Dana 30 wk ○ HbA1c (%): –5.0 ± 0.9; P < .001
○ TDD (%): –35.7; P < .001
○ BMI (kg/m2): 24.4 ± 4.4 to 24.4 ± 3.4
+
Kumareswaran et al64 Closed loop Randomized crossover Insulin-naïve 12 Animas 2020 2 × 24 h Increased time in target from 24% during control to 40% n.a.

Study outcomes focus on HbA1c, total daily insulin dose (TDD), bodyweight/BMI or waist circumference, and satisfaction. If no information is given, these outcomes are not listed. The conclusion for CSII use according to authors opinion in the corresponding study is categorized into “+” = favors CSII use in T2DM and “–” = no advantages of CSII use in T2DM. Abbreviations: BMI, body mass index; CSII, continuous subcutaneous insulin infusion; HbA1c, glycated hemoglobin; MDI, multiple daily injections; T2DM, type 2 diabetes mellitus.

The trials had different objectives, as they covered change from MDI to CSII, short-term CSII in newly diagnosed patients with T2DM, CSII in hospitalized settings, and overnight-only CSII. Subject groups included newly diagnosed, poorly controlled, CSII- or insulin-naïve patients with T2DM, and patients with T2DM in general. Additionally, the number of subjects recruited for these studies ranged from 10 to 609 subjects, and the CSII intervention was between one day and five years. In most trials, the insulin pumps used were not particularly designed for T2DM (see Table 2).

Table 2.

Insulin Pump Characteristics Used in Clinical Trials Assessing the Effect of CSII in Patients With T2DM.

Omnipod PAQ H-TRON/H-TRONplus D-TRON/D-TRONplus Animas 2020 Dana Diabecare R MiniMed Paradigm 512/ 712 pump MiniMed 507C MiniMed 508 MiniMed Paradigm Veo/530 G Medtronic insulin pump (not defined)
Manufacturer Insulet Corp. CeQur Disetronic Medical Systems AG Disetronic Medical Systems AG Johnson & Johnson Diabetes Care Company SOOIL Development CO. Ltd. Medtronic MiniMed, Inc. Medtronic MiniMed, Inc. Medtronic MiniMed, Inc. Medtronic MiniMed, Inc. Medtronic MiniMed, Inc.
Intended for T1DM + T2DM T2DM Insulin-dependent DM Insulin-dependent DM Insulin-dependent DM Continuous insulin supply for DM Insulin-dependent DM n.a. Insulin-dependent DM Insulin-dependent DM
Kind of pump Patch pump Patch pump Durable pump Durable pump Durable pump Durable pump Durable pump Durable pump Durable pump Durable pump Durable pump
Basal rate 7 profiles with 24 segments 7 pre-set profiles (16, 20, 24, 32, 40, 50, and 60 U/d) 1 profile, 24 segments 2 profiles, 24 segments 4 profiles, 12 segments 4 profiles, 24 segments 3 profiles, 48 segments 3 profiles, 48 segments 3 profiles, 48 segments 3 profiles, 48 segments
Bolus types Normal, extended 2 U manual Standard Standard, scroll, delayed ezCarb, erBG, Combo Step, extended, dual pattern Normal, square wave, dual wave Normal, square wave, dual wave Normal, square wave, dual wave Standard, square wave, dual wave
Insulin reservoir 200 U 330 U 315 U 300 U 200 U 300 U 512 Pump: 176 U
712 Pump: 300 U
300 U 300 U 551/554 Pump: 180 U
751/754 Pump: 300 U
Insulin U-100 U-100 U-100 U-100 U-100 U-100 U-100 U-100, U-50, U-40 U-100, U-50, U-40 U-100
Number of articles assessed using this pump 156 116 423,27,28,62 159 730-34,36,64 437,60,61,63 621,22,25,29,40,41 150 451,52,53,58 815,42-46, 49,54 626,35,47,48,55,59

Abbreviations: CSII, continuous subcutaneous insulin infusion; DM, diabetes mellitus; T1DM, type 1 diabetes mellitus; T2DM, type 2 diabetes mellitus.

In the OpT2mise study, a two-month run-in period with a standardized titration protocol (including basal and bolus adjustments) for dose optimization was scheduled, before patients with continued poor glucose control were allocated randomly to the CSII group or MDI group.15 In the CSII group, a basal rate with 50% of the total daily insulin dose was initiated. The significant glycemic improvements observed after six months of CSII were also prevailing during the next six-month follow-up and were reproduced by the MDI group that switched to CSII after the first six months.42

In other trials, a run-in period before starting CSII was performed as well; however, the duration of such periods was highly variable.16,26,29,41,49,53 In most trials initiating CSII, a basal insulin delivery of 40%-60% of the total daily insulin dose was chosen.26,27,29,47,56 In some studies, patients stopped previous antidiabetic therapy options when CSII therapy was initiated,31,33,40,52 whereas others used previous therapy options like oral antidiabetic drugs additionally.15

There was a high variation in the extent of education programs the patients underwent during the different trials. CSII therapy requires users and health care professionals to fully understand how to use the given insulin pump and provided features; therefore, education programs and intensive training providing this knowledge are essential for insulin pump use.65,66 Lack of education may lead to inappropriate and thereby insufficient use of the insulin pump features increasing the risk of complications like ketosis or severe hypoglycemia.65,66

One study assessed the effect of an insulin pump particularly intended for patients with T2DM (PAQ, CeQur).16 An introducing publication reported reduced barriers to insulin treatment with the use of PAQ, particularly because it takes less time for managing insulin injections, an easier injection of the right amount of insulin at the right time, and undisturbed flexibility.16 Another article evaluated the use of a patch pump (Omnipod, Insulet Corp) in patients with T2DM as well.56 The use of that patch pump in combination with continuous glucose monitoring (CGM) in an inpatient setting did not provide superior glucose control over basal-bolus MDI therapy. Furthermore, the inpatient pump initiation was described as technically challenging and time consuming.

Patch Pumps Compared With Traditional Pumps

Currently, several insulin pumps are available, varying regarding handling, material, design, functions, and costs. In general, one can distinguish between conventional durable insulin pumps and patch pumps. Compared to conventional durable insulin pumps with visible insulin infusion sets (IIS), patch pumps are usually attached directly to the skin67 and typically deliver insulin through a short cannula from the pump to the subcutaneous tissue without an external tubing.68 Consequently, they are usually smaller and more discreet. While some are full-featured, there are also simplified devices, which primarily are intended as insulin pen replacements.6 Most patch pumps have disposable components or are completely disposable.6 A few have prefilled cartridges, but most require manual filling of the insulin reservoir. Patch pumps can deliver either basal or bolus insulin or both. The variety of patch pumps shall reflect the varying patient requirements (eg, different types of diabetes).67

Compared with conventional insulin pumps, patch pumps show advantages like being smaller and lighter, no tubing, and no device that has to be carried in the pocket or somewhere else, but there are also limitations like more waste.

Insulin Pumps Designed for T2DM

Current insulin pump systems for patients with T1DM feature a lot of advanced functions, which are usually not necessary in the treatment of patients with T2DM and might rather complicate device handling for this subject group. A variety of fine-tuning features for bolus dosages according to carbohydrate intake, for example, or multiple basal rates may not be used by most patients with T2DM.12,14,16 Furthermore, the complex educational approach for pump use required for the advanced functions of current pump system might contribute to underutilization of insulin pumps in patients with T2DM69 and deter potential patients from using CSII.14 In addition, costs for less complex pumps are lower.

Besides the patch pump PAQ by CeQur, the simplified bolus patch pump Simplicity by CeQur (formerly known as PAQ Meal by CeQur, OneTouch VIA by Johnson & Johnson, or Finesse by Calibra Medical) and the patch pump V-Go by Valeritas are particularly intended for patients with T2DM (see Table 3).6 The V-Go is a wearable basal-bolus insulin patch pump without requiring any programming. It is available in three models delivering constant basal infusion rates of 20, 30, or 40 U per day. Additionally, a mealtime dosing of prandial insulin in 2 U increments is possible. The system can be used for one day and is approved for U-100 insulin. The PAQ is a three-day patch pump holding up to 330 U of U-100 insulin, providing seven different predefined basal rates and boluses in 2 U increments. The patch pump enables a continuous basal insulin delivery using different constant basal rates, and insulin boluses can be delivered by pressing the button on the pump. There is no need to inject insulin with a syringe or pen. For bolus deliveries only, the Simplicity bolus patch pump usable for three days is available. The V-Go and Simplicity are fully disposable and work mechanically; there is no controller or display for pump use, representing simple pen replacements.6,70

Table 3.

Insulin Pumps Designed Specifically for Patients With T2DM.

V-Go6,71 PAQ6,72 Simplicity6,73,74
Manufacturer Valeritas CeQur CeQur
Intended for T2DM T2DM T1DM + T2DM
Kind of pump Patch pump Patch pump Bolus patch pump
Basal rate Three pump models with pre-set basal rate profiles (20, 30, or 40 U/d) Seven pre-set profiles (16, 20, 24, 32, 40, 50, and 60 U/d) None
Bolus types 2 U increments 2 U increments 2 U increments
Insulin reservoir 56 U (V-Go 20)
66 U (V-Go 30)
76 U (V-Go 40)
330 U 200 U
Insulin U-100 U-100 U-100
Device use Daily replacement Multiday device (3 d) Multiday device (3 d)

Abbreviations: T1DM, type 1 diabetes mellitus; T2DM, type 2 diabetes mellitus.

The PAQ is composed of a disposable insulin reservoir and a reusable messenger communicating its battery life and when the reservoir has to be changed.72

Software for Insulin Pumps

Insulin pumps represent software-intensive medical devices.75 Most complex pumps include software that presents past basal and bolus doses as well as additional information that may assist patients and clinicians in diabetes management.76 Software can be used for dosage control, providing display output or coordinating functions of various components within the pump as well.77 As further complex functions like dosage calculation based on automatic or manual integrated glucose values and carbohydrate intake have become available, also safety functions become increasingly relevant.77,78

It has to be noted that due to the warrantied life span of an insulin pump, typically most pumps use unchanged software for at least four years and no process for updating the pumps is given during this period.79 Tandem Diabetes Care designed a platform for the t:slim insulin pump to update the device software by user. Thus, prior to the end of the four-year period, users can update their software enabling the incorporation of new features as they become available for improved diabetes management.

Besides classical insulin pump software, mobile apps including bolus calculators and feedback of insulin delivery amount and timing may support treatment adherence, as well.80 But on the other hand, having too much information to handle might discourage some patients with T2DM that typically prefer an easy management. Thus, in the previously described patch pumps intended for patients with T2DM mainly no software or remote controller is integrated.

Interoperability and Automated Insulin Delivery Systems

In addition to insulin pumps, diverse other technological devices like blood glucose meters or CGM systems are available for patients with diabetes. Combining CSII and CGM in a sensor-augmented pump (SAP) therapy provides the pump with current glucose information that can be used for insulin adjustments. A study with hospitalized patients with T2DM demonstrated a significant reduction in the time to achieve glucose targets and to decrease exposures to hypo-/hyperglycemia using a SAP compared with MDI therapy.81

As the devices like CGM and blood glucose meters provide data as well, an integrated analysis of all these devices would provide a complete picture of all therapy-related data. This requires, however, the possibility to connect these devices and promote exchange.

The US Food and Drug Administration (FDA) encourages manufacturers to establish devices that allow communication with a variety of other devices and also to make use of shared information by its new device interoperability pathway. In 2019, two insulin pumps with interoperable technology were cleared to market. The tubeless Omnipod DASH and the Tandem Diabetes Care t:slim X2 insulin pump were referred as alternate controller-enabled insulin pumps (ACE pumps).82-84 These pumps enable performing integrated diabetes therapy with different components based on individual device preferences.

Recently, the FDA also authorized the first interoperable, automated insulin dosing controller: the Tandem Diabetes Care Control-IQ.82,83 Connected to an ACE pump and an integrated CGM, the glycemic controller automatically adjusts basal insulin deliveries. Thus, after the approval of the integrated automated insulin delivery (AID) system MiniMed 670G, the controller represents the first stand-alone interoperable automated glycemic controller.

The possibility to connect other devices is currently not given by simple patch pumps specifically intended for patients with T2DM. However, the use of AID systems may simplify treatment for both patient and caregivers in inpatient settings. An improved time in range without increased risk of hypoglycemia when using an AID system compared to usual care has already been demonstrated in inpatients with T2DM.85 Additionally, high system acceptability was reported and most patients were pleased to have managed their glucose control autonomously.85

However, incorrect calculations or delays of insulin delivery, for example, due to loss of communication represent risks associated with the use of interoperable devices. Thus, the FDA is establishing special controls to provide a safety and effectiveness assurance for such devices.82,83

Cybersecurity of Insulin Pumps and AID Systems

The use of modern diabetes devices, in particular if interoperable, is associated with increased security challenges. The peripheral component risk is increasing, because devices like computers and mobile phones are increasingly integrated into insulin pump systems as well.86 Many insulin pumps and their corresponding remote control deliver or receive their information, like dosing commands or glucose information, via Bluetooth. In addition, device software integrity leads to more complex systems causing potential cybersecurity vulnerabilities. Thus, a secure information flow is needed to maintain confidentiality, integrity, and availability of the personal diabetes information.86,87 Recently the first recall of a diabetes device because of cybersecurity vulnerabilities was reported in the United States.88 The risk of hackers connecting to the insulin pump and changing its settings was described.

Thus, a sound cybersecurity should be established to prevent unauthorized agents from hacking diabetes devices.87,89 The Diabetes Technology Society developed the DTSec Cybersecurity standards for diabetes device cybersecurity containing performance and assurance requirements.89,90 Furthermore, in course of the do-it-yourself (DIY) movement, the risk that hacked data and software have any safety issues is high as well.87 However, maybe the device interoperability pathway by the FDA will enable more secure options for using AID systems the DIY community could benefit from.

As long as simple patch pumps intended for T2DM do not have interfaces, cybersecurity is not a risk in these devices.

Specific Needs in T2DM

To summarize, insulin pumps exhibit numerous aspects that must be taken into account in the selection of an insulin pump. Additionally, T2DM is a heterogeneous disease with a substantial phenotypic variability, which also can lead to misclassifications as described by de Lusignan et al.91 The conflicting efficacy of CSII reported by different trials may be at least partly due to different characteristics of the patients studied. For example, there are varying baseline characteristics regarding glycemic control, duration of T2DM, age of patients, or insulin requirements. Thus, to assess the efficacy of CSII in patients with T2DM, a more personalized therapy approach may be helpful.

Newly Diagnosed Patients With T2DM

In most trials of the use of CSII in patients with newly diagnosed T2DM, CSII was only used for short, one-to-three-week treatment courses. An early intervention of insulin therapy currently is not recommended in guidelines but described by several articles. Subjects were included when they never received an antihyperglycemic therapy before the study. It was shown that the early intervention reverses β-cell deficiency13,29 and improves glycemic control. In studies focusing on long-term outcomes it was shown that patients sustained optimal glycemic control, increased insulin response, or had stable HbA1c levels in long-term follow-up.22,26,27 Thus, early CSII intervention appears to be an effective therapy in newly diagnosed patients with T2DM. For short-term usage of CSII, the use of simple and affordable patch pumps should be adequate in T2DM.

Poorly Glucose Controlled Patients With T2DM

As reported in some studies, CSII is an effective alternative for patients with T2DM failing glycemic control with other types of antidiabetic therapy.15,53,60,63 Insulin pumps are a good option especially for people not achieving adequate glycemic control with MDI, for example, due to repeated omission of insulin delivery, potentially caused by fear of daily injections,16 irregular insulin injections, or missing insulin delivery devices,13 because the burden of transporting insulin and its delivery device is reduced with a wearable insulin pump.

Elderly and Care-Dependent Patients

Many patients with T2DM are elderly and around 90% of people with T2DM are associated with multiple comorbidities,92 complicating the effective use of an insulin pump. Simple insulin pumps designed for patients with T2DM as reported above intend to simplify pump use compared with advanced pumps, thus reducing the level of technical skills and cognitive abilities required by the user. In some patient groups the involvement of other people supporting diabetes management may be advisable. Especially in elderly people and those with cognitive impairment, the handling of an insulin pump by the users themselves is difficult,13 and the handling by a caretaker would also be easier. Automatically delivered constant basal rates may be helpful in case of cognitive impairment. In addition, a supervision of insulin delivery using stored delivery data could simplify diabetes therapy. In these cases, concepts of “share the care” may be useful.

Many caregivers only have limited access to glucose data leading to limited assistance in diabetes management.93 Thus devices with CGM connectivity, enabling AID, may be helpful in this subgroup relieving users and caregivers from manual insulin administration and protecting users from unrecognized episodes of dysglycemia.94 Furthermore an enhanced interoperability would make data between medical devices more readily available by a greater diversity of data sharing points.93 To this end, a pan-European consortium started the project CLOSE (Automated Glucose Control at Home for People with Chronic Disease) to develop integrated AID solutions tailored to the needs of people with T2DM.94

Barriers and Solutions to Insulin Pump Use in T2DM

Despite numerous benefits that insulin pumps may exhibit, there are still barriers that discourage from broader use in T2DM. Safety aspects, whether with regard to malfunction, mishandling, or cybersecurity, have to be addressed for insulin pumps intended for T2DM. Every unintended insulin delivery has the potential to endanger the user’s life or at least to lead to unsatisfactory therapy outcomes.75 Thus, in the selection of an insulin pump several factors must be taken into account.

Education programs and intensive trainings providing basic knowledge are essential for insulin pump use.65,66 Furthermore, for most patients with T2DM many features offered by modern insulin pumps for CSII therapy are unnecessary and additionally associated with increased safety risks. Thus, a simplified pump may be sufficient for most12,14,16 and complex educational requirements for pump and software features are not needed with such simplified pumps. Especially for older people the adaption to technology is difficult leading to reluctance against insulin pumps.6 In T2DM multiple comorbidities may complicate the effective use of an insulin pump as well. The user interface should be easy to read with buttons being big enough to manage the pump (or the handheld in case the pump has one) easily, even in the presence of comorbidities of T2DM like visual impairments and limited motoric skills. Insulin pumps without IIS and prefilled cartridges could facilitate the handling as well.

Traditional insulin pumps contain IIS with external tubing that can cause risks and user problems. IIS are regarded as the “Achilles heel of CSII” and one of the main reasons for discontinuing CSII. In addition to infusion site reactions, insufficient insulin delivery, for example, due to clogging, air bubbles, or kinking of the tubing represent the main issues with IIS.67,95 As patch pumps do not have an external tubing, there might be an advantage considering IIS issues.67 IIS usually have to be replaced every two to three days. However, in practice an IIS is often used for several days or even longer. To investigate the effects of an IIS use longer than recommended, clinical trials are currently performed. Furthermore, novel insulin infusion catheters were designed to guarantee functionality in case of kinking or occlusion.96

Skin problems like inflammations or even allergic contact dermatitis, due to either the insertion or the adhesive fixing the IIS or the patch pump, are increasingly reported. To prevent skin reactions many patients use protective tapes or glues under the IIS/patch pump.97,98

In contrast to patients with T1DM, insulin-resistant patients with T2DM require larger amounts of insulin per day.99 For many insulin pumps, the maximal bolus dose is limited, which may preclude adequate bolus administrations for patients with T2DM. Moreover, due to the use of high doses of U-100 insulin, more frequent insulin reservoir changes are needed in such patients. Reservoirs with sufficient volume, avoiding frequent reservoir changes, and the possibility to use concentrated insulin would simplify device handling for patients with T2DM, providing an important aspect for improved device acceptance by the patients. Second-generation ultra-long-acting highly concentrated basal insulins like the FDA-approved insulins Glargine U300 or Degludec U200 show a greater duration of action, reduced glucose variability, and fewer glucose peaks compared to other long-acting insulins. However, adverse events as reported for the risk of overdosing as well as the cost effectiveness need to be taken into consideration.100,101 The described concentrated basal insulins are currently available in disposable pen devices100 for MDI but not for CSII therapy.

Pens are the most widespread devices for insulin delivery; however, the lack of insulin dose logging represented a shortcoming for using an insulin pen. In 2017 the first smart pen that records insulin dose amount and timing and transmits the information to a mobile app was approved by FDA.80 Thus, also modern smart insulin pens enable access to important clinical data and may represent a useful option for people with less complex insulin regimens. However, the number of subcutaneous injections is reduced when using simple patch pumps.92

In most countries, insulin pumps are not reimbursed by the health care system for patients with T2DM. According to the US Medicare decision memo, for all people with T2DM, including insulin-requiring, insulin pumps will be denied as not medically necessary.102

To conclude, pump features and handling for patients with T2DM should be as easy as possible, indicating a need for insulin pumps specially designed for patients with T2DM. A summary of the preferable characteristics of an insulin pump intended for patients with T2DM is provided in Table 4. In several studies, good glycemic control was achieved with only one or two basal insulin infusion rates per day in patients with T2DM.30,36,58,70 A simple to use patch pump with a maximum number of two basal rates16 and one standard bolus type should be sufficient for most patients with T2DM therapy. Furthermore, basal rates do not need to be changed as frequently as in insulin pumps for T1DM. A prefilled insulin reservoir14 volume of 3mL, with the possibility to use higher concentrated insulin should be available. Moreover, for hospital and retirement homes, the opportunity of CGM connectivity enabling AID would be preferable. Additionally, cost effectiveness is a topic that should not be neglected. An affordable insulin pump for T2DM therapy may increase insulin pump usage in this patient group considerably, which might, in turn, help alleviating the current lack of evidence by providing real-world data.

Table 4.

Preferable Characteristics of an Insulin Pump Intended for Patients With T2DM.

Characteristics of an insulin pump intended for T2DM
Intended for T2DM
Kind of pump Patch pump
Basal rate One to two basal rate profiles with three segments (every 8 h)
Bolus types One standard bolus with predefined dose
Insulin reservoir 3 mL/300 U prefilled
Insulin U-500, U-300, U-200, U-100
Additional features CGM connectivity/share the care opportunity

Abbreviations: CGM, continuous glucose monitoring; T2DM, type 2 diabetes mellitus.

Conclusions and Necessary Future Research

In patients with T1DM, CSII is a widely used therapeutic option. However, guidelines for the treatment of patients with T2DM classify the use of an insulin pump as a special option only, limiting the usage of pumps to those patients who do not achieve their therapeutic goals by using other therapeutic options. Studies evaluating the effect of insulin pump use in patients with T2DM report different outcomes; this might be influenced by the assessed patient group, pump type used, CSII duration, and other methodological aspects.

T2DM is a heterogeneous disease with a substantial phenotypic variability; therefore, it is difficult to provide general conclusions about the effectiveness of CSII in patients with T2DM. In specific subject groups, like poorly controlled patients, the use of an insulin pump is probably more effective than MDI therapy. The pump types and characteristics used for patients with T2DM play a relevant role for the therapy outcome as well. Most of the advanced insulin pump features offered by modern conventional insulin pumps are not needed for the treatment of patients with T2DM and complicate the device handling for this subject group. Additionally, increased security challenges, especially due to increasingly integrated peripheral components, should not be neglected in terms of a sound cybersecurity.

These barriers point out that pump features and handling for patients with T2DM should be as easy as possible indicating the need for insulin pumps specially designed for patients with T2DM. Randomized controlled studies should be conducted to assess whether (patch) pumps specifically designed for T2DM are more effective than other intensified insulin regimens by appropriate studies. Study designs should reflect the realistic use in the respective population and consider handling aspects. A sufficiently long run-in period (at least two months) and follow-up period (at least six months) should be ensured.

Footnotes

Declaration of Conflicting Interests: The author(s) declared the following potential conflicts of interest with respect to the research, authorship, and/or publication of this article: GF is general manager of the IfDT (Institut für Diabetes-Technologie Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany), which carries out clinical studies on the evaluation of BG meters and medical devices for diabetes therapy on its own initiative and on behalf of various companies. GF/IDT have received speakers’ honoraria or consulting fees from Abbott, Ascensia, Dexcom, LifeScan, Menarini Diagnostics, Metronom Health, Novo Nordisk, PharmaSens, Roche, Sanofi, Sensile, and Ypsomed. DW and SB are employees of the IfDT. LH is a consultant for a number of companies that develop novel diagnostic and therapeutic options for diabetes treatment; for example, Roche Diabetes Care, Becton Dickinson, Lifecare, and Berlin-Chemie. LH is shareholder of the Profil Institut für Stoffwechselforschung, Neuss, Germany and ProSciento, San Diego, USA. BK received research funding from Roche Diabetes Care Deutschland GmbH. OS has acted as member of advisory boards and/or given lectures under support from Abbott, Astra Zeneca, Bayer Healthcare, Boehringer-Ingelheim, Eli Lilly, Medtronic, Novartis, Roche Diagnostics, and Sanofi; OS is CEO and founder of Sciarc GmbH. UG is an employee of Roche Diabetes Care GmbH, Mannheim, Germany. RZ has received speaker’s honoraria and/or served on advisory boards from/of Abbott, Ascensia, AstraZeneca, BerlinChemie, Dexcom, Lilly, Novo Nordisk, and Roche Diabetes Care.

Funding: The author(s) disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: Authors received support for writing this article from Roche Diabetes Care, Mannheim, Germany.

References

  • 1. Pickup JC. Is insulin pump therapy effective in Type 1 diabetes? Diabet Med. 2019;36(3):269-278. [DOI] [PubMed] [Google Scholar]
  • 2. Skugor M. Medical treatment of diabetes mellitus. Clece Clin J Med. 2017;84(suppl 1):S57-S61. [DOI] [PubMed] [Google Scholar]
  • 3. Bundesärztekammer, Kassenärztliche Bundesvereinigung, Arbeitsgemeinschaft der Wissenschaftlichen Medizinischen Fachgesellschaften. Nationale VersorgungsLeitlinie Therapie des Typ-2-Diabetes – Langfassung, 1. Auflage. Version 3. http://www.deutsche-diabetes-gesellschaft.de/fileadmin/Redakteur/Leitlinien/Evidenzbasierte_Leitlinien/NVL_Typ-2_Therapie-lang_Apr_2014.pdf. Accessed December 5, 2019. [Google Scholar]
  • 4. Davies MJ, D’Alessio DA, Fradkin J, et al. Management of hyperglycemia in type 2 diabetes, 2018. A consensus report by the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD). Diabetes Care. 2018;41(12):2669-2701. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5. Umpierrez GE, Klonoff DC. Diabetes Technology update: use of insulin pumps and continuous glucose monitoring in the hospital. Diabetes Care. 2018;41(8):1579-1589. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6. Ginsberg BH. Patch pumps for insulin. J Diabetes Sci Technol. 2019;13(1):27-33. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7. Jeitler K, Horvath K, Berghold A, et al. Continuous subcutane ous insulin infusion versus multiple daily insulin injections in patients with diabetes mellitus: systematic review and meta-analysis. Diabetologia. 2008;51(6):941-951. [DOI] [PubMed] [Google Scholar]
  • 8. Fatourechi MM, Kudva YC, Murad MH, Elamin MB, Tabini CC, Montori VM. Clinical review: hypoglycemia with intensive insulin therapy: a systematic review and meta-analyses of randomized trials of continuous subcutaneous insulin infusion versus multiple daily injections. J Clin Endocrinol Metab. 2009;94(3):729-740. [DOI] [PubMed] [Google Scholar]
  • 9. Yeh HC, Brown TT, Maruthur N, et al. Comparative effectiveness and safety of methods of insulin delivery and glucose monitoring for diabetes mellitus: a systematic review and meta-analysis. Ann Intern Med. 2012;157(5):336-347. [DOI] [PubMed] [Google Scholar]
  • 10. Medical Advisory Secretariat. Continuous Subcutaneous Insulin Infusion (CSII) pumps for type 1 and type 2 adult diabetic populations: an evidence-based analysis. Ont Health Technol Assess Ser. 2009;9(20):1-58. [PMC free article] [PubMed] [Google Scholar]
  • 11. Dicembrini I, Mannucci E, Monami M, Pala L. Impact of technology on glycaemic control in type 2 diabetes: a meta-analysis of randomized trials on continuous glucose monitoring and continuous subcutaneous insulin infusion. Diabetes Obes Metab. 2019;21(12):2619-2625. [DOI] [PubMed] [Google Scholar]
  • 12. Pickup JC. Insulin pumps. Diabetes Technol Ther. 2018;20(S1):S30-S40. [DOI] [PubMed] [Google Scholar]
  • 13. Landau Z, Raz I, Wainstein J, Bar-Dayan Y, Cahn A. The role of insulin pump therapy for type 2 diabetes mellitus. Diabetes Metab Res Rev. 2017;33(1):e2822. [DOI] [PubMed] [Google Scholar]
  • 14. Reznik Y, Cohen O. Insulin pump for type 2 diabetes: use and misuse of continuous subcutaneous insulin infusion in type 2 diabetes. Diabetes Care. 2013;36(suppl 2):S219-S225. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15. Reznik Y, Cohen O, Aronson R, et al. Insulin pump treatment compared with multiple daily injections for treatment of type 2 diabetes (OpT2mise): a randomised open-label controlled trial. Lancet. 2014;384(9950):1265-1272. [DOI] [PubMed] [Google Scholar]
  • 16. Hermanns N, Lilly LC, Mader JK, et al. Novel simple insulin delivery device reduces barriers to insulin therapy in type 2 diabetes: results from a pilot study. J Diabetes Sci Technol. 2015;9(3):581-587. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17. Kesavadev J, Balakrishnan S, Ahammed S, Jothydev S. Reduction of glycosylated hemoglobin following 6 months of continuous subcutaneous insulin infusion in an Indian population with type 2 diabetes. Diabetes Technol Ther. 2009;11(8):517-521. [DOI] [PubMed] [Google Scholar]
  • 18. Lynch P, Riedel AA, Samant N, et al. Improved A1C by switching to continuous subcutaneous insulin infusion from injection insulin therapy in type 2 diabetes: a retrospective claims analysis. Prim Care Diabetes. 2010;4(4):209-214. [DOI] [PubMed] [Google Scholar]
  • 19. Lynch PM, Riedel AA, Samant N, et al. Resource utilization with insulin pump therapy for type 2 diabetes mellitus. Am J Manag Care. 2010;16(12):892-896. [PubMed] [Google Scholar]
  • 20. Gentry CK, Cross LB, Gross BN, McFarland MS, Bestermann WH. Retrospective analysis and patient satisfaction assessment of insulin pump therapy in patients with type 2 diabetes. South Med J. 2011;104(1):24-28. [DOI] [PubMed] [Google Scholar]
  • 21. Lin XH, Xu MT, Tang JY, et al. Effect of intensive insulin treatment on plasma levels of lipoprotein-associated phospholipase A2 and secretory phospholipase A2 in patients with newly diagnosed type 2 diabetes. Lipids Health Dis. 2016;15(1):203. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22. Chen A, Huang Z, Wan X, et al. Attitudes toward diabetes affect maintenance of drug-free remission in patients with newly diagnosed type 2 diabetes after short-term continuous subcutaneous insulin infusion treatment. Diabetes Care. 2012;35(3):474-481. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23. Li Y, Xu W, Liao Z, et al. Induction of long-term glycemic control in newly diagnosed type 2 diabetic patients is associated with improvement of beta-cell function. Diabetes Care. 2004;27(11):2597-2602. [DOI] [PubMed] [Google Scholar]
  • 24. Liu J, Liu J, Fang D, et al. Fasting plasma glucose after intensive insulin therapy predicted long-term glycemic control in newly diagnosed type 2 diabetic patients. Endocr J. 2013;60(6):725-732. [DOI] [PubMed] [Google Scholar]
  • 25. Yang M, Dong J, Liu H, Li L, Yang G. Effects of short-term continuous subcutaneous insulin infusion on fasting plasma fibroblast growth factor-21 levels in patients with newly diagnosed type 2 diabetes mellitus. PLoS One. 2011;6(10):e26359. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26. Liu L, Liu J, Xu L, et al. Lower mean blood glucose during short-term intensive insulin therapy is associated with long-term glycemic remission in patients with newly diagnosed type 2 diabetes: evidence-based recommendations for standardization. J Diabetes Investig. 2018;9(4):908-916. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27. Weng J, Li Y, Xu W, et al. Effect of intensive insulin therapy on beta-cell function and glycaemic control in patients with newly diagnosed type 2 diabetes: a multicentre randomised parallel-group trial. Lancet. 2008;371(9626):1753-1760. [DOI] [PubMed] [Google Scholar]
  • 28. Xu W, Li YB, Deng WP, Hao YT, Weng JP. Remission of hyperglycemia following intensive insulin therapy in newly diagnosed type 2 diabetic patients: a long-term follow-up study. Chin Med J. 2009;122(21):2554-2559. [PubMed] [Google Scholar]
  • 29. Huang X, Li S, Yang M, et al. The effects of short-term continuous subcutaneous insulin infusion treatment on fasting glucagon-like peptide-1 concentrations in newly diagnosed type 2 diabetes. Diabetes Res Clin Pract. 2018;138:246-252. [DOI] [PubMed] [Google Scholar]
  • 30. Edelman SV, Bode BW, Bailey TS, et al. Insulin pump therapy in patients with type 2 diabetes safely improved glycemic control using a simple insulin dosing regimen. Diabetes Technol Ther. 2010;12(8):627-633. [DOI] [PubMed] [Google Scholar]
  • 31. Rubin RR, Peyrot M, Chen X, Frias JP. Patient-reported outcomes from a 16-week open-label, multicenter study of insulin pump therapy in patients with type 2 diabetes mellitus. Diabetes Technol Ther. 2010;12(11):901-906. [DOI] [PubMed] [Google Scholar]
  • 32. Peyrot M, Rubin RR, Chen X, Frias JP. Associations between improved glucose control and patient-reported outcomes after initiation of insulin pump therapy in patients with type 2 diabetes mellitus. Diabetes Technol Ther. 2011;13(4):471-476. [DOI] [PubMed] [Google Scholar]
  • 33. Megson IL, Treweeke AT, Shaw A, et al. Continuous subcutaneous insulin infusion in patients with type 2 diabetes: a cohort study to establish the relationship between glucose control and plasma oxidized low density lipoprotein. J Diabetes Sci Technol. 2015;9(3):573-580. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34. Frias JP, Bode BW, Bailey TS, Kipnes MS, Brunelle R, Edelman SV. A 16-week open-label, multicenter pilot study assessing insulin pump therapy in patients with type 2 diabetes suboptimally controlled with multiple daily injections. J Diabetes Sci Technol. 2011;5(4):887-893. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35. Gao GQ, Dong QY, Li SJ, et al. Investigation of the insulin dose and characteristics of continuous subcutaneous insulin infusion in Chinese people with type 2 diabetes. Diabetes Technol Ther. 2011;13(11):1135-1138. [DOI] [PubMed] [Google Scholar]
  • 36. King AB, Clark D, Wolfe GS. The number of basal rates required to achieve near-normal basal glucose control in pump-treated type 2 diabetes. Diabetes Technol Ther. 2012;14(10):900-903. [DOI] [PubMed] [Google Scholar]
  • 37. Noh YH, Lee WJ, Kim KA, et al. Insulin requirement profiles of patients with type 2 diabetes after achieving stabilized glycemic control with short-term continuous subcutaneous insulin infusion. Diabetes Technol Ther. 2010;12(4):271-281. [DOI] [PubMed] [Google Scholar]
  • 38. Yang NL, Xue B, Lin P. Basal or bolus dose, which is the key factor in CSII? J Zhejiang Univ Sci B. 2006;7(9):763-765. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39. Liu L, Ke W, Wan X, et al. Insulin requirement profiles of short-term intensive insulin therapy in patients with newly diagnosed type 2 diabetes and its association with long-term glycemic remission. Diabetes Res Clin Pract. 2015;108(2):250-257. [DOI] [PubMed] [Google Scholar]
  • 40. Ma J, Zhou H, Xu H, et al. The initial assessment of daily insulin dose in Chinese newly diagnosed type 2 diabetes [Epub ahead of print Decmber 01, 2015]. J Diabetes Res. 2016. doi: 10.1155/2016/7245947. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 41. Zeng L, Lu H, Deng H, Mu P, Li X, Wang M. Noninferiority effects on glycemic control and beta-cell function improvement in newly diagnosed type 2 diabetes patients: basal insulin monotherapy versus continuous subcutaneous insulin infusion treatment. Diabetes Technol Ther. 2012;14(1):35-42. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42. Aronson R, Reznik Y, Conget I, et al. Sustained efficacy of insulin pump therapy compared with multiple daily injections in type 2 diabetes: 12-month data from the OpT2mise randomized trial. Diabetes Obes Metab. 2016;18(5):500-507. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43. Conget I, Castaneda J, Petrovski G, et al. The impact of insulin pump therapy on glycemic profiles in patients with type 2 diabetes: data from the OpT2mise study. Diabetes Technol Ther. 2016;18(1):22-28. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44. Metzger M, Castaneda J, Reznik Y, et al. Factors associated with improved glycemic control following continuous subcutaneous insulin infusion therapy in patients with type 2 diabetes uncontrolled with bolus-basal insulin regimens: an analysis from the OpT2mise randomized trial. Diabetes Obes Metab. 2017;19(10):1490-1494. [DOI] [PubMed] [Google Scholar]
  • 45. Reznik Y, Habteab A, Castaneda J, Shin J, Joubert M. Contribution of basal and postprandial hyperglycaemia in type 2 diabetes patients treated by an intensified insulin regimen: impact of pump therapy in the OPT2mise trial. Diabetes Obes Metab. 2018;20(10):2435-2441. [DOI] [PubMed] [Google Scholar]
  • 46. Vigersky RA, Huang S, Cordero TL, et al. Improved HBA1C, total daily insulin dose, and treatment satisfaction with insulin pump therapy compared to multiple daily insulin injections in patients with type 2 diabetes irrespective of baseline C-peptide levels. Endocr Pract. 2018;24(5):446-452. [DOI] [PubMed] [Google Scholar]
  • 47. Yang H, Heng X, Liang C, et al. Comparison of continuous subcutaneous insulin infusion and multiple daily insulin injections in Chinese patients with type 2 diabetes mellitus. J Int Med Res. 2014;42(4):1002-1010. [DOI] [PubMed] [Google Scholar]
  • 48. Li FF, Fu LY, Zhang WL, et al. Blood glucose fluctuations in type 2 diabetes patients treated with multiple daily injections [Epub ahead of print December 29, 2015]. J Diabetes Res. 2016. doi: 10.1155/2016/1028945. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 49. Chlup R, Runzis S, Castaneda J, Lee SW, Nguyen X, Cohen O. Complex Assessment of metabolic effectiveness of insulin pump therapy in patients with type 2 diabetes beyond HbA1c reduction. Diabetes Technol Ther. 2018;20(2):153-159. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50. Raskin P, Bode BW, Marks JB, et al. Continuous subcutaneous insulin infusion and multiple daily injection therapy are equally effective in type 2 diabetes: a randomized, parallel-group, 24-week study. Diabetes Care. 2003;26(9):2598-2603. [DOI] [PubMed] [Google Scholar]
  • 51. Herman WH, Ilag LL, Johnson SL, et al. A clinical trial of continuous subcutaneous insulin infusion versus multiple daily injections in older adults with type 2 diabetes. Diabetes Care. 2005;28(7):1568-1573. [DOI] [PubMed] [Google Scholar]
  • 52. Johnson SL, McEwen LN, Newton CA, et al. The impact of continuous subcutaneous insulin infusion and multiple daily injections of insulin on glucose variability in older adults with type 2 diabetes. J Diabetes Complications. 2011;25(4):211-215. [DOI] [PubMed] [Google Scholar]
  • 53. Berthe E, Lireux B, Coffin C, et al. Effectiveness of intensive insulin therapy by multiple daily injections and continuous subcutaneous infusion: a comparison study in type 2 diabetes with conventional insulin regimen failure. Horm Metab Res. 2007;39(3):224-229. [DOI] [PubMed] [Google Scholar]
  • 54. Zhang Y, Zhao Z, Wang S, et al. Intensive insulin therapy combined with metformin is associated with reduction in both glucose variability and nocturnal hypoglycaemia in patients with type 2 diabetes. Diabetes Metab Res Rev. 2017;33(7): e2913. [DOI] [PubMed] [Google Scholar]
  • 55. Wainstein J, Metzger M, Boaz M, et al. Insulin pump therapy vs. multiple daily injections in obese Type 2 diabetic patients. Diabet Med. 2005;22(8):1037-1046. [DOI] [PubMed] [Google Scholar]
  • 56. Levitt DL, Spanakis EK, Ryan KA, Silver KD. Insulin pump and continuous glucose monitor initiation in hospitalized patients with type 2 diabetes mellitus. Diabetes Technol Ther. 2018;20(1):32-38. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 57. Lawton J, Kirkham J, Rankin D, et al. Who gains clinical benefit from using insulin pump therapy? A qualitative study of the perceptions and views of health professionals involved in the Relative Effectiveness of Pumps over MDI and Structured Education (REPOSE) trial. Diabet Med. 2016;33(2):243-251. [DOI] [PubMed] [Google Scholar]
  • 58. Parkner T, Moller MK, Chen JW, et al. Overnight CSII as supplement to oral antidiabetic drugs in type 2 diabetes. Diabetes Obes Metab. 2008;10(7):556-563. [DOI] [PubMed] [Google Scholar]
  • 59. Reznik Y, Morera J, Rod A, et al. Efficacy of continuous subcutaneous insulin infusion in type 2 diabetes mellitus: a survey on a cohort of 102 patients with prolonged follow-up. Diabetes Technol Ther. 2010;12(12):931-936. [DOI] [PubMed] [Google Scholar]
  • 60. Choi SB, Lee JH, Lee JH, et al. Improvement of beta-cell function after achievement of optimal glycaemic control via long-term continuous subcutaneous insulin infusion therapy in non-newly diagnosed type 2 diabetic patients with suboptimal glycaemic control. Diabetes Metab Res Rev. 2013;29(6):473-482. [DOI] [PubMed] [Google Scholar]
  • 61. Park S, Choi SB. Induction of long-term normoglycemia without medication in Korean type 2 diabetes patients after continuous subcutaneous insulin infusion therapy. Diabetes Metab Res Rev. 2003;19(2):124-130. [DOI] [PubMed] [Google Scholar]
  • 62. Jankovec Z, Cechurova D, Krcma M, Lacigova S, Zourek M, Rusavy Z. The influence of insulin pump treatment on metabolic syndrome parameters in type 2 diabetes mellitus. Wien Klin Wochenschr. 2009;121(13-14):459-463. [DOI] [PubMed] [Google Scholar]
  • 63. Noh YH, Lee SM, Kim EJ, et al. Improvement of cardiovascular risk factors in patients with type 2 diabetes after long-term continuous subcutaneous insulin infusion. Diabetes Metab Res Rev. 2008;24(5):384-391. [DOI] [PubMed] [Google Scholar]
  • 64. Kumareswaran K, Thabit H, Leelarathna L, et al. Feasibility of closed-loop insulin delivery in type 2 diabetes: a randomized controlled study. Diabetes Care. 2014;37(5):1198-1203. [DOI] [PubMed] [Google Scholar]
  • 65. Ehrmann D, Kulzer B, Schipfer M, Lippmann-Grob B, Haak T, Hermanns N. Efficacy of an education program for people with diabetes and Insulin Pump Treatment (INPUT): results from a randomized controlled trial. Diabetes Care. 2018;41(12):2453-2462. [DOI] [PubMed] [Google Scholar]
  • 66. American Diabetes Association. Continuous subcutaneous insulin infusion. Diabetes Care. 2004;27(suppl 1):s110. [DOI] [PubMed] [Google Scholar]
  • 67. Heinemann L, Waldenmaier D, Kulzer B, Ziegler R, Ginsberg B, Freckmann G. Patch pumps: are they all the same? J Diabetes Sci Technol. 2019;13(1):34-40. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 68. Taylor M, Sahota T. New technologies in insulin delivery. Practical Diabetes. 2013;30(1):21-26. [Google Scholar]
  • 69. Chamberlain JJ, Gilgen E. Do perceptions of insulin pump usability impact attitudes toward insulin pump therapy? A pilot study of individuals with type 1 and insulin-treated type 2 diabetes. J Diabetes Sci Technol. 2015;9(1):105-110. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 70. Bergenstal RM, Peyrot M, Dreon DM, et al. Implementation of basal-bolus therapy in type 2 diabetes: a randomized controlled trial comparing bolus insulin delivery using an insulin patch with an insulin pen. Diabetes Technol Ther. 2019;21(5):273-285. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 71. Product Specifications for V-Go® and EZ Fill. https://www.go-vgo.com/hcp/product-specifications-for-v-go-and-ez-fill/. Accessed September 17, 2019.
  • 72. Lilly LC, Mader JK, Warner J. Developing a simple 3-day insulin delivery device to meet the needs of people with type 2 diabetes. J Diabetes Sci Technol. 2019;13(1):11-19. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 73. Dreon DM, Hannon TM, Cross B, et al. Laboratory and benchtop performance of a mealtime insulin-delivery system. J Diabetes Sci Technol. 2018;12(4):817-827. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 74. Bohannon N, Bergenstal R, Cuddihy R, et al. Comparison of a novel insulin bolus-patch with pen/syringe injection to deliver mealtime insulin for efficacy, preference, and quality of life in adults with diabetes: a randomized, crossover, multicenter study. Diabetes Technol Ther. 2011;13(10):1031-1037. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 75. Chen Y, Lawford M, Wang H, Wassyng A. Insulin pump software certification. In: Gibbons J, MacCaull W. (eds) Foundations of Health Information Engineering and Systems. Berlin, Heidelberg: Springer; 2013:87-106. [Google Scholar]
  • 76. Wolpert H, Block J. Hands-on demonstration and discussion of new pump software/hardware. Diabetes Technol Ther. 2005;7(5):840-844. [DOI] [PubMed] [Google Scholar]
  • 77. Zhang Y, Jetley R, Jones PL, Ray A. Generic safety requirements for developing safe insulin pump software. J Diabetes Sci Technol. 2011;5(6):1403-1419. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 78. Klonoff DC, Reyes JS. Insulin pump safety meeting: summary report. J Diabetes Sci Technol. 2009;3(2):396-402. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 79. Schaeffer NE, Parks LJ, Verhoef ET, Morgan CA, Stal M. Insulin pumps and remote software updates: a new way forward. J Diabetes Sci Technol. 2015;10(2):453-456. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 80. Klonoff DC, Kerr D. Smart pens will improve insulin therapy. J Diabetes Sci Technol. 2018;12(3):551-553. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 81. Gu W, Liu Y, Chen Y, et al. Multicentre randomized controlled trial with sensor-augmented pump vs multiple daily injections in hospitalized patients with type 2 diabetes in China: time to reach target glucose. Diabetes Metab. 2017;43(4):359-363. [DOI] [PubMed] [Google Scholar]
  • 82. U.S. Food & Drug Administration. FDA authorizes first interoperable, automated insulin dosing controller designed to allow more choices for patients looking to customize their individual diabetes management device system. https://www.fda.gov/news-events/press-announcements/fda-authorizes-first-interoperable-automated-insulin-dosing-controller-designed-allow-more-choices. Accessed February 14, 2020.
  • 83. U.S. Food & Drug Administration. FDA clears second interoperable insulin pump. https://www.healio.com/endocrinology/diabetes/news/online/%7B242cf805-bc17-4b7b-969f-8e894aac46f5%7D/fda-clears-second-interoperable-insulin-pump. Accessed February 14, 2020.
  • 84. Department of Health and Human Services, Food and Drug Administration. OmnipodDASH insulin management system with interoperable technology - premarket notification. https://www.accessdata.fda.gov/cdrh_docs/pdf19/K191679.pdf. Accessed March 2, 2020.
  • 85. Thabit H, Hartnell S, Allen JM, et al. Closed-loop insulin delivery in inpatients with type 2 diabetes: a randomised, parallel-group trial. Lancet Diabetes Endocrinol. 2017;5(2):117-124. [DOI] [PubMed] [Google Scholar]
  • 86. Paul N, Kohno T, Klonoff DC. A review of the security of insulin pump infusion systems. J Diabetes Sci Technol. 2011;5(6):1557-1562. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 87. Klonoff DC. Cybersecurity for connected diabetes devices. J Diabetes Sci Technol. 2015;9(5):1143-1147. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 88. U.S. Food and Drug Administration. FDA warns patients and health care providers about potential cybersecurity concerns with certain Medtronic insulin pumps. https://www.fda.gov/news-events/press-announcements/fda-warns-patients-and-health-care-providers-about-potential-cybersecurity-concerns-certain. Accessed February 14, 2020.
  • 89. Klonoff D, Han J. The first recall of a diabetes device because of cybersecurity risks. J Diabetes Sci Technol. 2019;13(5):817-820. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 90. Diabetes Technology Society. Standard for Wireless Diabetes Device Security (DTSec). https://www.diabetestechnology.org/dtsec/DTSec%20Standard.pdf. Accessed February 10, 2020.
  • 91. de Lusignan S, Sadek N, Mulnier H, Tahir A, Russell-Jones D, Khunti K. Miscoding, misclassification and misdiagnosis of diabetes in primary care. Diabet Med. 2012;29(2):181-189. [DOI] [PubMed] [Google Scholar]
  • 92. Ceriello A, deValk H, Guerci B, et al. The burden of type 2 diabetes in Europe: current and future aspects of insulin treatment from patient and healthcare spending perspectives [Epub ahead of print February 04, 2020]. Diabetes Res Clin Prac. 2020. doi: 10.1016/j.diabres.2020.108053. [DOI] [PubMed] [Google Scholar]
  • 93. Silk AD. Diabetes device interoperability for improved diabetes management. J Diabetes Sci Technol. 2015;10(1):175-177. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 94. Schliess F, Heise T, Benesch C, et al. Artificial pancreas systems for people with type 2 diabetes: conception and design of the European CLOSE project. J Diabetes Sci Technol. 2019;13(2):261-267. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 95. Heinemann L, Krinelke L. Insulin infusion set: the Achilles heel of continuous subcutaneous insulin infusion. J Diabetes Sci Technol. 2012;6(4):954-964. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 96. Altendorfer-Kroath T, Schwingenschuh S, Kruse Schondorff P, Heschel M, Sinner F, Birngruber T. Insulin distribution in human adipose tissue via a novel insulin infusion catheter. Diabetes Technol Ther. 2019;21(12):740-744. [DOI] [PubMed] [Google Scholar]
  • 97. Berg AK, Norgaard K, Thyssen JP, et al. Skin problems associated with insulin pumps and sensors in adults with type 1 diabetes: a cross-sectional study. Diabetes Technol Ther. 2018;20(7):475-482. [DOI] [PubMed] [Google Scholar]
  • 98. Herman A, de Montjoye L, Tromme I, Goossens A, Baeck M. Allergic contact dermatitis caused by medical devices for diabetes patients: a review. Contact Dermatitis. 2018;79(6):331-335. [DOI] [PubMed] [Google Scholar]
  • 99. Meade LT. The use of continuous glucose monitoring in patients with type 2 diabetes. Diabetes Technol Ther. 2012;14(2):190-195. [DOI] [PubMed] [Google Scholar]
  • 100. Chatterjee S, Khunti K, Davies MJ. Achieving glycaemic control with concentrated insulin in patients with type 2 diabetes. Drugs. 2019;79(2):173-186. [DOI] [PubMed] [Google Scholar]
  • 101. Gallegos Aragon K, Elmaoued AA, Pham NT, Conklin JR, Ray GM. Long-acting basal insulins: a review of the more recently approved agents. Cardiol Rev. 2019;27(5):260-266. [DOI] [PubMed] [Google Scholar]
  • 102. The Centers for Medicare & Medicaid Services. Decision memo for insulin infusion pump. https://www.cms.gov/medicare-coverage-database/details/nca-decision-memo.aspx?NCAId=40&fromdb=true. Accessed February 12, 2020.

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