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Men P, Qu S, Song Z, Liu Y, Li C, Zhai S. Lixisenatide for Type 2 Diabetes Mellitus Patients Inadequately Controlled on Oral Antidiabetic Drugs: A Mixed-Treatment Comparison Meta-analysis and Cost-Utility Analysis. Diabetes Ther 2020; 11:1745-1755. [PMID: 32562244 PMCID: PMC7376816 DOI: 10.1007/s13300-020-00857-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Indexed: 11/12/2022] Open
Abstract
INTRODUCTION The aim of this study was to compare the efficacy, safety and cost-utility (from the Chinese health insurance perspective) of lixisenatide and insulin regimens in patients with type 2 diabetes mellitus (T2DM) inadequately controlled on oral antidiabetic drugs (OADs). METHODS A comprehensive literature search of English (PubMed and Cochrane Library) and Chinese (CNKI and WanFang) language databases was performed, and head-to-head relevant randomized controlled trials (RCTs) were retrieved and analyzed by performing a mixed-treatment comparison (MTC) meta-analysis for efficacy and safety endpoints. A cost-utility analysis was then conducted using the IQVIA CORE Diabetes Model to compare the lifetime pharmacoeconomic profiles among the treatment groups. RESULTS Eleven RCTs were included in this MTC meta-analysis. Regarding glycated hemoglobin targets, lixisenatide was similar to both basal insulin (mean difference [MD] 0.27%; 95% credible interval [CrI] 0.02%, 0.57%) and premixed insulin (MD 0.32%; 95% CrI - 0.01%, 0.66%), respectively. Statistically significant differences were found for changes in body weight in favor of lixisenatide compared with basal insulin (MD - 3.22 kg; 95% CrI - 5.51 kg, - 0.94 kg) and premixed insulin (MD - 2.68 kg; 95% CrI - 5.16 kg, - 0.20 kg). The relative risk (RR) of symptomatic hypoglycemia associated with lixisenatide was also significantly lower than that associated with basal insulin (RR 0.22; 95% CrI 0.09, 0.52) and premixed insulin (RR 0.17; 95% CrI 0.07, 0.41). The cost-utility analysis yielded results of ¥61,072 ($8565, vs. basal insulin) and ¥127,169 ($17,836, vs. premixed insulin) per quality-adjusted life year gained, with both values falling within the willingness-to-pay threshold in China. CONCLUSIONS For T2DM patients inadequately controlled on OADs, lixisenatide was shown to be comparable to basal insulin and premixed insulin in terms of HbA1c and better than both of the latter in terms of both body weight loss and hypoglycemia. Lixisenatide was also a cost-effective treatment option from the perspective of Chinese health insurance.
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Affiliation(s)
- Peng Men
- Department of Pharmacy, Peking University Third Hospital, Beijing, 100191, China
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, 100191, China
| | - Shuli Qu
- Real-World Insights Division, IQVIA, Shanghai, 200041, China
| | - Zhenqiang Song
- Tianjin Medical University Chu Hisen-I Memorial Hospital, Tianjin, 300134, China
| | - Yanjun Liu
- Real-World Insights Division, IQVIA, Shanghai, 200041, China
| | - Chaoyun Li
- Health Economics and Outcome Research, Sanofi, Shanghai, 200040, China
| | - Suodi Zhai
- Department of Pharmacy, Peking University Third Hospital, Beijing, 100191, China.
- Institute for Drug Evaluation, Peking University Health Science Center, Beijing, 100191, China.
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Goh SY, Hussein Z, Rudijanto A. Review of insulin-associated hypoglycemia and its impact on the management of diabetes in Southeast Asian countries. J Diabetes Investig 2017; 8:635-645. [PMID: 28236664 PMCID: PMC5584309 DOI: 10.1111/jdi.12647] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2016] [Revised: 01/13/2017] [Accepted: 02/21/2017] [Indexed: 02/06/2023] Open
Abstract
Although the incidence of diabetes is rising in Southeast Asia, there is limited information regarding the incidence and manifestation of insulin-associated hypoglycemia. The aim of the present review was to discuss what is currently known regarding insulin-associated hypoglycemia in Southeast Asia, including its known incidence and impact in the region, and how the Southeast Asian population with diabetes differs from other populations. We found a paucity of data regarding the incidence of hypoglycemia in Southeast Asia, which has contributed to the adoption of Western guidelines. This might not be appropriate, as Southeast Asians have a range of etiological, educational and cultural differences from Western populations with diabetes that might place them at greater risk of hypoglycemia if not managed optimally. For example, Southeast Asians with type 2 diabetes tend to be younger, with lower body mass indexes than their Western counterparts, and the management of type 2 diabetes with premixed insulin preparations is more common in Southeast Asia. Both of these factors might result in higher rates of hypoglycemia. In addition, Southeast Asians are often poorly educated about hypoglycemia and its management, including during Ramadan fasting. We conclude there is a need for more information about Southeast Asian populations with diabetes to assist with the construction of more appropriate national and regional guidelines for the management of hypoglycemia, more closely aligned to patient demographics, behaviors and treatment practices. Such bespoke guidelines might result in a greater degree of implementation and adherence within clinical practice in Southeast Asian nations.
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Affiliation(s)
- Su-Yen Goh
- Department of Endocrinology, Singapore General Hospital, Singapore
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Kumar A. Efficacy and safety of biphasic insulin aspart and biphasic insulin lispro mix in patients with type 2 diabetes: A review of the literature. Indian J Endocrinol Metab 2016; 20:288-299. [PMID: 27186543 PMCID: PMC4855954 DOI: 10.4103/2230-8210.179993] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
Type 2 diabetes (T2D) represents an escalating burden worldwide, particularly in China and India. Compared with Caucasians, Asian people with diabetes have lower body mass index, increased visceral adiposity, and postprandial glucose (PPG)/insulin resistance. Since postprandial hyperglycemia contributes significantly to total glycemic burden and is associated with heightened cardiovascular risk, targeting PPG early in T2D is paramount. Premixed insulin regimens are widely used in Asia due to their convenience and effectiveness. Data from randomized controlled trials and observational studies comparing efficacy and safety of biphasic insulin aspart 30 (BIAsp 30) with biphasic insulin lispro mix (LM 25/50) and versus other insulin therapies or oral antidiabetic drugs (OADs) in T2D demonstrated that BIAsp 30 and LM 25/50 were associated with similar or greater improvements in glycemic control versus comparator regimens, such as basal-bolus insulin, in insulin-naÏve, and prior insulin users. Studies directly comparing BIAsp 30 and LM 25 provided conflicting glycemic control results. Safety data generally showed increased hypoglycemia and weight gain with premixed insulins versus basal-bolus insulin or OADs. However, large observational trials documented improvements in glycated hemoglobin, PPG, and hypoglycemia with BIAsp 30 in multi-ethnic patient populations. In summary, this literature review demonstrates that premixed insulin regimens are an appropriate and effective treatment choice in T2D.
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Affiliation(s)
- Ajay Kumar
- Diabetes Care and Research Centre, Patna, Bihar, India
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Takahara M, Shiraiwa T, Katakami N, Kaneto H, Matsuoka TA, Shimomura I. Efficacy of adding once- and thrice-daily voglibose in Japanese type 2 diabetic patients treated with alogliptin. Endocr J 2014; 61:447-56. [PMID: 24561488 DOI: 10.1507/endocrj.ej13-0466] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
We investigated the efficacy of once- and thrice-daily voglibose, an alpha-glucosidase inhibitor, as an add-on therapy to alogliptin, a dipeptidyl peptidase-4 inhibitor, on glycemic control in Japanese type 2 diabetic patients. In this 12-week, parallel-group, randomized, open-label, three-arm trial, 151 participants treated with alogliptin were randomly allocated to the following three arms; one was the group to initiate once-daily voglibose, another was to initiate thrice daily voglibose, and the other was the control group. The primary endpoint was the change of hemoglobin A1c levels at the end of the study, which was revealed to be significantly different among groups (p < 0.001). The once- and thrice-daily voglibose groups had a significantly greater reduction than the control group; the difference was -0.27% and -0.33% in the once- and thrice-daily voglibose group, respectively (both p < 0.001). No significant difference was observed between the two voglibose groups (p = 0.615). On the other hand, the increase of 1,5-anhydroglucitol levels were 3.3 and 5.5 μg/ml greater in the once- and thrice-daily voglibose groups than the control group (both p < 0.001). The thrice-daily voglibose group had a greater increase of 1,5- anhydroglucitol levels compared to the once-daily voglibose group (p = 0.005). In conclusion, once- and thrice-daily voglibose as an add-on to alogliptin significantly improved glycemic control in Japanese type 2 diabetic patients.
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Affiliation(s)
- Mitsuyoshi Takahara
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, Osaka, Japan
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Soewondo P, Pramono RB, Langi YA, Soetedjo NNM, Kshanti IA. Clinical experience with BIAsp 30: results from the Indonesian cohort of the international A₁chieve study. Diabetes Res Clin Pract 2013; 100 Suppl 1:S54-9. [PMID: 23647720 DOI: 10.1016/s0168-8227(13)70011-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
AIM To evaluate the safety and effectiveness of biphasic insulin aspart 30 (BIAsp 30) in Indonesian patients with type 2 diabetes (T2D) as part of the 24-week, international, prospective, non-interventional A₁chieve study. METHODS Indonesian patients who started BIAsp 30 were included. Safety and efficacy was measured as part of routine clinical practice at baseline, Week 12 and Week 24. RESULTS Overall, 1324 patients having a mean ± SD age, duration of diabetes and body mass index of 55.2 ± 9.9 yrs, 6.8 ± 5.2 yrs and 24.1 ± 3.6 kg/m(2), respectively, were enrolled. 67% of patients were insulin-naive and 33% were prior insulin users. Glycaemic control was poor at baseline. After 24 weeks, significant reductions from baseline were observed in the mean glycated haemoglobin A1c (HbA1c) (-2.6%), fasting plasma glucose (-93.8 mg/dL) and postprandial plasma glucose (-134.8 mg/dL) levels in the entire cohort (p < 0.001). Significant reductions were also seen in insulin-naive patients and prior insulin users. At Week 24, 29.9% of patients in the entire cohort achieved target HbA1c level of <7.0%, while 26.7% and 39.2% achieved this target among insulin-naive patients and prior insulin users, respectively. The proportion of patients reporting overall hypoglycaemia significantly decreased in the entire cohort after 24 weeks of BIAsp 30 therapy. A small significant increase in body weight was noted in the entire cohort, insulin-naive patients and prior insulin users. CONCLUSION The current study suggests that BIAsp 30 can be considered as a safe and effective option for initiating as well as intensifying insulin therapy in Indonesian patients with T2D.
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Affiliation(s)
- Pradana Soewondo
- University of Indonesia, Cipto Mangunkusomo Hospital, Jakarta, Indonesia.
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Borzì V, Benroubi M, Gumprecht J, Kawamori R, Ligthelm R, Shaban J, Shah S, Shestakova M, Wenying Y, Valensi P. Predictors of postprandial blood glucose response to biphasic insulin analogue therapy. Prim Care Diabetes 2013; 7:63-67. [PMID: 23182405 DOI: 10.1016/j.pcd.2012.09.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2010] [Revised: 09/03/2012] [Accepted: 09/18/2012] [Indexed: 11/17/2022]
Abstract
Biphasic insulin aspart 30 (BIAsp 30) has been shown in randomised controlled trials and the IMPROVE™ observational study to reduce postprandial blood glucose (PPBG) - thought to be an independent risk factor for cardiovascular disease. We used multivariate regression analysis to identify predictors of PPBG reduction in the IMPROVE™ study. A total of 52,419 type 2 diabetes patients were enrolled in the IMPROVE™ study (pre-study therapy subgroups: no pharmaceutical therapy, n = 8966; oral antidiabetic drugs [OADs] only, n = 33,797; insulin ± OADs, n = 9568; missing information on pre-study therapy, n = 88). Mean change from baseline in PPBG (mean of three meals) in the global cohort was -6.3 mmol/L; reductions in subgroups were: no pharmaceutical therapy, -8.8 mmol/L; OADs only, -6.0 mmol/L; insulin ± OADs, -5.1 mmol/L. High baseline PPBG was consistently and strongly predictive of PPBG response; lower baseline HbA1c and body mass index, greater age and shorter diabetes duration were also significant predictors of PPBG change. The novel findings from this study indicate that most patients can be expected to achieve a PPBG response with BIAsp 30 irrespective of baseline characteristics or previous therapy with an expected larger PPBG reduction when baseline PPBG is higher.
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Affiliation(s)
- Vito Borzì
- Department of Internal Medicine, Vittorio Emanuele Hospital, Catania, Italy.
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Liebl A, Prusty V, Valensi P, Kawamori R, Christiansen JS, Palmer AJ, Balschmidt P, Ligthelm R, Mohan V. Ten years of experience with biphasic insulin aspart 30: from drug development to the latest clinical findings. Drugs 2012; 72:1495-520. [PMID: 22818015 PMCID: PMC3590411 DOI: 10.2165/11635490-000000000-00000] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Biphasic insulin aspart 30 (BIAsp 30) includes 30% soluble rapid-acting insulin aspart (IAsp) along with an intermediate-acting 70% protaminated IAsp that provides coverage of prandial and basal insulin in a single injection. As BIAsp 30 has been available internationally for 10 years, this review provides a comprehensive overview of the discovery of BIAsp 30, its pharmacokinetic and pharmacodynamic profile, safety and efficacy outcomes from the clinical trial programme, 'real-life' clinical insights provided by observational study data, and cost effectiveness and quality-of-life information. These studies have demonstrated that BIAsp 30 once or twice daily is an appropriate option for insulin initiation. BIAsp 30 also provides a switch option in patients on biphasic human insulin (BHI). Switching from BHI to BIAsp 30 is associated with improved postprandial glucose (PPG) and reduced nocturnal and major hypoglycaemia, although daytime hypoglycaemia is higher with BIAsp 30. Intensification of BIAsp 30 can be achieved by increasing the number of daily doses up to three times daily with meals. Therefore, BIAsp 30 provides an intensification option for individuals who are not achieving control with basal insulin and would prefer the simplicity of a single biphasic insulin instead of progressing to a basal-bolus approach. BIAsp 30 has a simple dose-titration algorithm, which enables patients to effectively self-titrate their insulin dose. Cost-effectiveness analyses have demonstrated that BIAsp 30 is cost effective or dominant compared with BHI 30 or insulin glargine in a number of healthcare settings. In conclusion, BIAsp 30 offers a simple and flexible option for insulin initiation and intensification that provides coverage of both fasting and prandial glucose.
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Pontiroli AE, Miele L, Morabito A. Metabolic control and risk of hypoglycaemia during the first year of intensive insulin treatment in type 2 diabetes: systematic review and meta-analysis. Diabetes Obes Metab 2012; 14:433-46. [PMID: 22142056 DOI: 10.1111/j.1463-1326.2011.01543.x] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
AIM Aim of this study was to analyse clinical correlates of HbA1c, and of overall, nocturnal, and severe hypoglycaemia, through direct-weighted regressions, as well as the effect of different insulin regimens and insulin analogues, through meta-analysis. METHODS Appropriate methodology (PRISMA statement) was used. Sixty-seven randomized studies, published as full papers were analysed to identify predictors of both HbA1c and hypoglycaemia; studies were included in a meta-analysis to study the effect of different insulin regimens or insulin analogues on HbA1c and hypoglycaemia during the first year of insulin treatment in type 2 diabetes patients. RESULTS Final HbA1c, change of HbA1c, hypoglycaemia, nocturnal hypoglycaemia and severe hypoglycaemia were associated with intensity of treatment. Final HbA1c was higher with basal than with twice-a-day or prandial, and with twice-a-day than with prandial regimen, with opposite figures for hypoglycaemia. Within basal regimens, detemir and glargine were similar to NPH insulin on HbA1c, with less hypoglycaemia and nocturnal hypoglycaemia; within prandial regimens, new analogues were more effective than regular insulin on HbA1c, and induced less hypoglycaemia. The effect of glargine on HbA1c and on hypoglycaemia vanished with increasing number of insulin injections. CONCLUSION Metabolic control and hypoglycaemia are associated with intensity of treatment. Basal regimens have a reduced effect on metabolic control, but are associated with lower frequency of hypoglycaemia. Newer analogues, short- and long-acting, yield better control and less hypoglycaemia than older analogues.
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Affiliation(s)
- A E Pontiroli
- Cattedra di Medicina Interna e Cattedra di Biometria, Dipartimento di Medicina, Chirurgia e Odontoiatria, Università degli Studi di Milano, and Ospedale San Paolo, Milano, Italy.
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Vaag A, Lund SS, Lund S. Insulin initiation in patients with type 2 diabetes mellitus: treatment guidelines, clinical evidence and patterns of use of basal vs premixed insulin analogues. Eur J Endocrinol 2012; 166:159-70. [PMID: 21930715 PMCID: PMC3260696 DOI: 10.1530/eje-11-0022] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2011] [Accepted: 09/19/2011] [Indexed: 12/23/2022]
Abstract
This review addresses the apparent disconnect between international guideline recommendations, real-life clinical practice and the results of clinical trials, with regard to the initiation of insulin using basal (long-acting) or premixed insulin analogues in patients with type 2 diabetes (T2D). English language guidelines vary considerably with respect to recommended glycaemic targets, the selection of human vs analogue insulin, and choice of insulin regimen. Randomised trials directly comparing insulin initiation between basal and premixed analogues are scarce, and hard endpoint outcome data are inadequate. The evidence presented suggests that a major component of the HbA1c not being attained in every day clinical practice may be a result of factors that are not adequately addressed in forced titration trials of highly motivated patients, including failure to comply with complex treatment and monitoring regimens. Enforced intensification of unrealistic complex treatment regimens and glycaemic targets may theoretically worsen the psychological well-being in some patients. More simple and sustainable treatment regimens and guidelines are urgently needed. As for the use of insulin in T2D, there is limited evidence to convincingly support that initiation of insulin using basal insulin analogues is superior to initiation using premixed insulin analogues. While awaiting improved clinical efficacy and cost-effectiveness data, practical guidance from national and international diabetes organisations should consider more carefully the importance of: i) being clear and consistent; and ii) the early implementation of sustainable and cost-effective insulin treatment regimens with an emphasis on optimising treatment ease of use and patient compliance.
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Affiliation(s)
- Allan Vaag
- Department of Endocrinology, Rigshospitalet, Blegdamsvej 9, 2100 Copenhagen, Denmark.
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Asche CV, Bode B, Busk AK, Nair SR. The economic and clinical benefits of adequate insulin initiation and intensification in people with type 2 diabetes mellitus. Diabetes Obes Metab 2012; 14:47-57. [PMID: 21834876 DOI: 10.1111/j.1463-1326.2011.01487.x] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
AIM To study the clinical and economic benefits associated with adequate and early initiation and intensification of insulin in people with type 2 diabetes mellitus (T2DM). METHODS A systematic review was performed using published articles from January 2000 to August 2010 that linked intervention, disease, study design and outcomes. Studies were further classified as initiation and intensification based on predefined criteria. Individual studies in systematic reviews and meta-analysis were searched and included if relevant. RESULTS A total of 2690 articles were screened with 76 (40 initiation and 36 intensification) studies included. Most initiation studies had mean baseline HbA1c values of >8.5%. The endpoint HbA1c values were reduced with insulin treatment in these studies, with endpoint values ranging from 6.6 to 9.8%. Similar results were seen with the intensification studies (endpoint HbA1c: 6.4-9.6%). Addition of insulin to oral antidiabetics (OADs) resulted in better glycaemic control in most studies. Blood glucose levels reduced substantially with OADs + insulin compared with OADs alone. Quality of life outcomes and treatment satisfaction were reported in six studies and not significantly different for insulin vs. OADs. Hypoglycaemic events were manageable with insulin initiation. However, all insulin types were associated with weight gain although the comparison with OADs elicited varying results. CONCLUSIONS Proactive management with early insulin initiation and intensification should be considered in people with T2DM in inadequate glycaemic control. The economic benefits with early initiation and intensification have to be fully explored.
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Affiliation(s)
- C V Asche
- Centre for Health Outcomes Research, Department of Medicine, University of Illinois College of Medicine, Peoria, IL 61656-1649, USA.
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Pontiroli AE, Miele L, Morabito A. Increase of body weight during the first year of intensive insulin treatment in type 2 diabetes: systematic review and meta-analysis. Diabetes Obes Metab 2011; 13:1008-19. [PMID: 21645195 DOI: 10.1111/j.1463-1326.2011.01433.x] [Citation(s) in RCA: 84] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
AIM This systematic review and meta-analysis was to evaluate the body weight increase and its clinical correlates, through direct weighted regressions, as well as the effect of different insulin regimens and insulin analogues, through meta-analysis. METHODS Appropriate methodology according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement was adhered to. Forty-six randomized studies, published as full papers, reporting the effect of insulin treatment on change in body weight were identified, and used to identify predictors of weight change; studies were included in a meta-analysis to study the effect of different insulin regimens or insulin analogues on weight change. RESULTS Intensity of treatment [aim of study (fasting blood glucose, mg/dl), dose of insulin, final HbA1c, change of HbA1c and frequency of hypoglycaemia] was significantly associated with body weight increase, with small differences between basal versus twice-a-day and prandial regimen. At meta-analysis, body weight increase was lower with basal regimen than with twice-a-day regimen and than with a prandial regimen. Within all regimens, body weight increase was lower with detemir than with NPH, with no difference between glargine and NPH; only two studies directly compared detemir and glargine, indicating lower weight gain with the former insulin. Within twice-a-day regimens and within prandial regimens, comparison was between newer analogues and older drugs, with no significant difference in body weight increase. CONCLUSION Body weight increase during the first year of insulin treatment is associated with the intensity of treatment; body weight increase also depends on the insulin regimen applied.
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Affiliation(s)
- A E Pontiroli
- Cattedra di Medicina Interna e Cattedra di Biometria, Dipartimento di Medicina, Chirurgia e Odontoiatria, Università degli Studi di Milano and Ospedale San Paolo, Milano, Italy.
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Ligthelm RJ, Gylvin T, DeLuzio T, Raskin P. A comparison of twice-daily biphasic insulin aspart 70/30 and once-daily insulin glargine in persons with type 2 diabetes mellitus inadequately controlled on basal insulin and oral therapy: a randomized, open-label study. Endocr Pract 2011; 17:41-50. [PMID: 20713345 DOI: 10.4158/ep10079.or] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVE To compare efficacy and safety of biphasic insulin aspart 70/30 (BIAsp 30) with insulin (glargine) in type 2 diabetic patients who were not maintaining glycemic control on basal insulin and oral antidiabetic drugs. METHODS In a 24-week, open-label, parallel-group trial, type 2 diabetic patients who were not maintaining glycemic control on basal insulin (glargine or neutral protamine Hagedorn) + oral antidiabetic drugs were randomly assigned to twice-daily BIAsp 30 + metformin or once-daily glargine + metformin + secretagogues (secretagogues were discontinued in the BIAsp 30 arm). RESULTS One hundred thirty-seven patients were randomly assigned to the BIAsp 30 group and 143 patients were randomly assigned to the glargine group. Of 280 patients randomized, 229 (81.8%) completed the study. End-of-trial hemoglobin A1c reductions were -1.3% (BIAsp 30) vs -1.2% (glargine) (treatment difference: 95% confidence interval, -0.06 [-0.32 to 0.20]; P = .657). Of patients taking BIAsp 30, 27.3% reached a hemoglobin A1c level <7.0% compared with 22.0% of patients taking glargine (treatment difference: P = .388). Glucose increment averaged over 3 meals was lower in the BIAsp 30 arm (treatment difference: -17.8 mg/dL, P = .001). Fasting plasma glucose reductions from baseline were -13.8 mg/dL (BIAsp 30) vs -42.5 mg/dL (glargine) (P = .0002). Final minor hypoglycemia rate, insulin dose, and weight change were higher in the BIAsp 30 arm (6.5 vs 3.4 events/patient per year, P<.05; 1.19 vs 0.63 U/kg; and 3.1 vs 1.4 kg, P = .0004, respectively). CONCLUSIONS Despite not receiving secretagogues, patients taking BIAsp 30 + metformin achieved similar hemoglobin A1c levels and lower postprandial plasma glucose compared with those receiving glargine + metformin + secretagogues. The large improvement in the glargine group suggests the patients were not true basal failures at randomization. While switching to BIAsp 30 improves glycemic control in this patient population, remaining on basal insulin and optimizing the dose may be equally effective in the short term.
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Kawamori R, Valensi P. IMPROVE™ observational study of biphasic insulin aspart 30/70 in patients with Type 2 diabetes mellitus. Expert Rev Endocrinol Metab 2010; 5:507-516. [PMID: 30780809 DOI: 10.1586/eem.10.31] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
The IMPROVE™ study is the largest observational study of therapy in Type 2 diabetes mellitus to date. It is a multinational study investigating the safety and efficacy of biphasic insulin aspart 30/70 (BIAsp 30) in the routine management of patients with Type 2 diabetes mellitus. Five published reports on this study have provided baseline demographic information for patients receiving BIAsp 30 in eight countries, information on the safety and efficacy outcomes for those patients and analyses of three subgroups of patients who were insulin-naive, receiving basal insulin or receiving biphasic human insulin before the start of the study. These subanalyses provided information on the optimal prescribing and dosing strategies when starting treatment with BIAsp 30 in these groups of patients in normal clinical practice. The study extends the results from clinical trials of BIAsp 30 and confirms its benefits in routine care, in a large, global, heterogeneous patient population.
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Affiliation(s)
- Ryuzo Kawamori
- a Department of Medicine, Metabolism & Endocrinology, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan.
| | - Paul Valensi
- b Department of Endocrinology Diabetology Nutrition, Paris Nord University, AP-HP, Jean Verdier Hospital, CRNH-IdF, Bondy, France
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Unnikrishnan AG, Tibaldi J, Hadley-Brown M, Krentz AJ, Ligthelm R, Damci T, Gumprecht J, Gero L, Mu Y, Raz I. Practical guidance on intensification of insulin therapy with BIAsp 30: a consensus statement. Int J Clin Pract 2009; 63:1571-7. [PMID: 19780866 PMCID: PMC2780562 DOI: 10.1111/j.1742-1241.2009.02192.x] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND Basal insulin and premix insulin are commonly prescribed first-line insulin therapies for patients failing to maintain glycaemic control on oral therapy. When control on these insulins starts to drift, premix analogues, such as biphasic insulin aspart 30/70 (BIAsp 30), are a simple and effective tool for intensification as they can be injected up to three-times daily (TID). However, at present, international recommendations for intensification of insulin therapy using premix analogues are limited and specific guidance on dosing is not available for many scenarios. METHODS In October 2008, an international expert panel met to review the current guidelines for insulin intensification with BIAsp 30 in patients with type 2 diabetes, with the aim of developing practical guidance for general and specialist practitioners. RESULTS Simple treatment algorithms have been developed for (i) patients on basal insulin (human or analogue) once daily or twice daily (BID) who need intensification to BIAsp 30 BID, and (ii) patients on BIAsp 30 once daily or BID who can be intensified to BIAsp 30 BID or TID. As well as these algorithms, specific guidance has been provided on dose transfer (from basal insulin to BIAsp 30), dose split (when intensifying from once daily to BID), and combination oral therapies. In addition, a guide to dose titration is included. CONCLUSIONS The guidelines presented here should enable general or specialist practitioners to use BIAsp 30 to intensify the insulin therapy of patients failing on basal insulin or BIAsp 30 once or twice daily.
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Affiliation(s)
- A G Unnikrishnan
- Department of Endocrinology and Diabetes, Amrita Institute of Medical Sciences, Kochi, Kerala 682 026, India.
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15
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Wenying Y, Benroubi M, Borzi V, Gumprecht J, Kawamori R, Shaban J, Shah S, Shestakova M, Ligthelm R, Valensi P. Improved glycaemic control with BIAsp 30 in insulin-naïve type 2 diabetes patients inadequately controlled on oral antidiabetics: subgroup analysis from the IMPROVE study. Curr Med Res Opin 2009; 25:2643-54. [PMID: 19751116 DOI: 10.1185/03007990903276745] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
OBJECTIVE The aim of this subanalysis of the IMPROVE study was to evaluate the safety and effectiveness of initiating biphasic insulin aspart 30/70 (BIAsp 30) in type 2 diabetes patients uncontrolled on oral antidiabetic drugs (OADs). METHODS IMPROVE is a 26-week, open-label, non-randomised, international observational study in type 2 diabetes patients prescribed BIAsp 30 in routine clinical practice. The total cohort comprised 52 419 patients from various pre-study therapies. Here results from the subgroup of previously insulin-naïve patients are reported. Changes in glycated haemoglobin (HbA(1c)), fasting blood glucose (FBG), postprandial blood glucose (PPBG), weight, dose, proportion of patients achieving HbA(1c) < 7.0%, and rates of major and minor hypoglycaemic events were recorded. Treatment satisfaction was assessed using a validated questionnaire. RESULTS A total of 29 160 insulin-naïve patients were included; mean age 55.6 years, diabetes duration 7.3 years, baseline HbA(1c) 9.24%. Significant reductions were seen for HbA(1c) (-2.12%; p < 0.0001), FBG (-4.07 mmol/L; p < 0.0001) and PPBG after all meals (mean: -5.27 mmol/L; p < 0.0001); 39.2% of patients achieved HbA(1c) < 7.0% without hypoglycaemia. Better glycaemic control was seen in patients treated with BIAsp 30 twice-daily (BID) both at baseline and final visit, or BID at baseline and three-times daily at final visit, compared with other regimens. The rate of major hypoglycaemic events decreased significantly, while the rate of minor hypoglycaemic events increased. Better glycaemic control and a lower rate of minor hypoglycaemia were observed in patients using BIAsp 30 without OADs than with OADs. There was no clinically relevant change in weight (-0.07 kg; p < 0.0001). At final visit, 59.7% of patients were extremely/very satisfied with treatment, compared with 10.2% at baseline. CONCLUSIONS This open-label, non-randomised, observational study demonstrated that initiating insulin therapy with BIAsp 30 significantly improved glycaemic control in insulin-naïve patients previously poorly controlled on OADs. The rate of major hypoglycaemia was reduced and treatment satisfaction increased after initiation of BIAsp 30. Furthermore, better glycaemic control was achieved with BIAsp 30 without OAD compared to with OAD.
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Abstract
The pharmacological advantages of the rapid-acting analog, insulin aspart, over human insulin have contributed to the widespread prescription of the premix, biphasic insulin aspart 30/70 (BIAsp 30), in type 1 (T1DM) and type 2 diabetes (T2DM). This article reviews the available literature on the pharmacology, efficacy and safety of BIAsp 30 in T1DM and T2DM from an online search of the PubMed database. Following injection, BIAsp 30 reaches higher plasma insulin levels more quickly than human premix or basal insulin, giving effective reduction of postprandial hyperglycemia. In T1DM patients, randomized controlled trials (RCTs) have shown that HbA(1c) reduction is similar, but postprandial glycemic control is better, with BIAsp 30 than with human insulin regimens. In T2DM patients, lowering of HbA(1c) and postprandial hyperglycemia with BIAsp 30 compare favorably with optimized oral antidiabetes drug treatment, insulin glargine, and, in obese patients, human premix. An increase in minor hypoglycemia with BIAsp 30 relative to basal insulin has been reported in T2DM patients, but major and nocturnal hypoglycemia rates are generally low. Findings from RCTs in T2DM patients are supported by large observational studies. In summary, BIAsp 30 once to three times daily represents a simple and effective tool for the modern management of diabetes.
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Affiliation(s)
- Paul Valensi
- Department of Endocrinology-Diabetology-Nutrition, Jean Verdier Hospital, AP-HP, Paris Nord University, CRNH-IdF, Bondy, France
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17
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Abstract
AIM To systematically review the literature regarding insulin use in patients with type 2 diabetes mellitus METHODS A Medline and Embase search was performed to identify randomized controlled trials (RCT) published in English between 1 January 2000 and 1 April 2008, involving insulin therapy in adults with type 2 diabetes mellitus. The RCTs must comprise at least glycaemic control (glycosylated haemoglobin (HbA1c), postprandial plasma glucose and /or fasting blood glucose (FBG)) and hypoglycaemic events as outcome measurements. RESULTS The Pubmed search resulted in 943 hits; the Embase search gave 692 hits. A total of 116 RCTs were selected by title or abstract. Eventually 78 trials met the inclusion criteria. The studies were very diverse and of different quality. They comprised all possible insulin regimens with and without combination with oral medication. Continuing metformin and/or sulphonylurea after start of therapy with basal long-acting insulin results in better glycaemic control with less insulin requirements, less weight gain and less hypoglycaemic events. Long-acting insulin analogues in combination with oral medication are associated with similar glycaemic control but fewer hypoglycaemic episodes compared with NPH insulin. Most of the trials demonstrated better glycaemic control with premix insulin therapy than with a long-acting insulin once daily, but premix insulin causes more hypoglycaemic episodes. Analogue premix provides similar HbA1c, but lower postprandial glucose levels compared with human premix, without increase in hypoglycaemic events or weight gain. Drawing conclusions from the limited number of studies concerning basal-bolus regimen seems not possible. Some studies showed that rapid-acting insulin analogues frequently result in a better HbA1c or postprandial glucose without increase of hypoglycaemia than regular human insulin. CONCLUSION A once-daily basal insulin regimen added to oral medication is an ideal starting point. All next steps, from one to two or even more injections per day should be taken very carefully and in thorough deliberation with the patient, who has to comply with such a regimen for many years.
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Affiliation(s)
- Mariëlle J P van Avendonk
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands.
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Valensi P, Benroubi M, Borzi V, Gumprecht J, Kawamori R, Shaban J, Shah S, Shestakova M, Wenying Y. Initiating insulin therapy with, or switching existing insulin therapy to, biphasic insulin aspart 30/70 (NovoMix 30) in routine care: safety and effectiveness in patients with type 2 diabetes in the IMPROVE observational study. Int J Clin Pract 2009; 63:522-31. [PMID: 19187170 DOI: 10.1111/j.1742-1241.2009.02002.x] [Citation(s) in RCA: 58] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
AIMS The IMPROVE observational study evaluated the safety profile and effectiveness of biphasic insulin aspart 30/70 (BIAsp 30) in patients with type 2 diabetes in routine practice in 11 countries. METHODS Patients who initiated insulin therapy with, or switched existing insulin therapy to, BIAsp 30 in routine care were eligible for this 26-week, non-interventional observational study. Data on adverse events, hypoglycaemia and glycaemic parameters were obtained from patients' diaries and medical notes. Questionnaire-based patient treatment satisfaction was also measured. We report global results and, uniquely for a diabetes observational study, country-specific data. RESULTS A total of 52,419 patients were enrolled from three prestudy treatment groups: no pharmaceutical therapy (n = 8966, diabetes duration 2.0 years, baseline HbA1c 9.9%), oral antidiabetic drugs (OADs) only (n = 33,797, diabetes duration 7.4 years, baseline HbA1c 9.2%) and insulin +/- OADs (n = 9568, diabetes duration 10.4 years, baseline HbA1c 9.3%). At final visit, HbA1c, fasting and postprandial blood glucose were significantly reduced from baseline in all subgroups (no pharmaceutical therapy: -3.1%, -5.9 and -9.0 mmol/l, respectively; OADs-only: -2.1%, -4.1 and -6.1 mmol/l; insulin +/- OADs: -2.0%, -3.3 and -5.1 mmol/l). Major hypoglycaemia rates decreased in all subgroups; minor hypoglycaemia increased in the insulin-naïve groups. There was no mean weight gain across subgroups. Across all countries, glycaemic parameters and major hypoglycaemia were reduced; weight increases were seen in some countries. Treatment satisfaction increased in all subgroups and countries following BIAsp 30 therapy. CONCLUSIONS Initiating insulin with, or switching insulin therapy to, BIAsp 30 in routine care resulted in improved glycaemic control, reduced major hypoglycaemia and greater treatment satisfaction.
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Affiliation(s)
- P Valensi
- Department of Endocrinology-Diabetology-Nutrition, Jean Verdier Hospital, AP-HP, Paris Nord University, CRNH-IdF, Bondy, France.
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Shah S, Das AK, Kumar A, Unnikrishnan AG, Kalra S, Baruah MP, Ganapathi B, Sahay RK. Baseline characteristics of the Indian cohort from the IMPROVE study: a multinational, observational study of biphasic insulin aspart 30 treatment for type 2 diabetes. Adv Ther 2009; 26:325-35. [PMID: 19252828 DOI: 10.1007/s12325-009-0006-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2008] [Indexed: 11/29/2022]
Abstract
INTRODUCTION The IMPROVE study is an openlabel, nonrandomized, observational study aimed at determining the safety and efficacy of biphasic insulin aspart 30 (BIAsp 30) treatment in subjects with type 2 diabetes from 11 countries. Here, we report the baseline data of the Indian cohort. METHODS All subjects with type 2 diabetes requiring insulin and considered suitable for BIAsp 30 therapy based on their physician's clinical judgment were eligible to enter the study. The data recorded at baseline included demographic characteristics, detailed medical histories, physician-cited reasons for starting BIAsp 30 treatment, and the chosen dosage regimens. RESULTS The Indian cohort included 17,995 subjects with diabetes. Poor glycemic control (glycated hemoglobin [HbA(1c)], 8.7%-9.6%) was observed at baseline in all four geographical zones (North, South, East, and West) and prestudy treatment groups (no therapy, only oral antidiabetic drug [OAD], OAD +/- insulin, and OAD +/- insulin +/- BIAsp 30). Prevalence of both micro- and macrovascular complications was high, also reflecting poor glycemic control. Improving HbA(1c) and fasting and postprandial blood glucose levels were the most common reasons for starting BIAsp 30 therapy. The subjects were prescribed a mean BIAsp 30 dose of approximately 24 IU, and a twice-daily regimen was employed in almost 80% of subjects. CONCLUSION The baseline results of the IMPROVE study Indian cohort confirm the poor glycemic control and the delayed initiation and/or inadequacy of treatment in subjects with type 2 diabetes. These results also highlight the need for timely and appropriately intensive insulin-based therapy.
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Affiliation(s)
- Siddharth Shah
- Department of Endocrinology, S. L. Raheja Hospital, Mumbai, India
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20
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Consequences of Delaying Progression to Optimal Therapy in Patients with Type 2 Diabetes Not Achieving Glycemic Goals. South Med J 2009; 102:67-76. [DOI: 10.1097/smj.0b013e318182d8a2] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Valensi P, Benroubi M, Borzi V, Gumprecht J, Kawamori R, Shaban J, Shah S, Shestakova M, Wenying Y. The IMPROVE study--a multinational, observational study in type 2 diabetes: baseline characteristics from eight national cohorts. Int J Clin Pract 2008; 62:1809-19. [PMID: 18811598 DOI: 10.1111/j.1742-1241.2008.01917.x] [Citation(s) in RCA: 70] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
AIMS The IMPROVE study is a multinational, open-label, non-randomised, 26-week observational study assessing the safety and effectiveness of biphasic insulin aspart 30 (BIAsp 30) treatment in type 2 diabetes in routine clinical practice. The principal aims of this report were to characterise the baseline population and physicians' treatment decisions. METHODS Patients with type 2 diabetes who required insulin and whose physician had decided to initiate BIAsp 30 were eligible. At baseline, demographic data and detailed medical histories were collected and physicians recorded their reasons for starting BIAsp 30, the glycaemic targets set and the regimens chosen. RESULTS Data from 51,286 patients were included in analyses. Baseline glycaemic control was poor in all eight countries in the present analysis and in all prestudy treatment groups [no therapy, oral antidiabetic drugs (OADs) only, insulin with or without OADs], and the rates of vascular complications were high. Although the management of each of the three main measures of glycaemic control were key reasons for starting BIAsp 30, target-setting for postprandial glucose levels was variable. A twice-daily regimen was used to start BIAsp 30 therapy for 80% or more of patients. CONCLUSIONS The IMPROVE baseline data reaffirm the global nature of poor glycaemic control in type 2 diabetes and echo the concerns that initiation of therapy, particularly insulin, is commonly delayed in clinical practice. Although postprandial glucose control was a key driver for physicians' choice of BIAsp 30, this was not consistently reflected in the targets set.
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Affiliation(s)
- P Valensi
- Department of Endocrinology-Diabetology-Nutrition, Jean Verdier Hospital, AP-HP, Paris Nord University, CRNH-IdF, Bondy, France.
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Qayyum R, Bolen S, Maruthur N, Feldman L, Wilson LM, Marinopoulos SS, Ranasinghe P, Amer M, Bass EB. Systematic review: comparative effectiveness and safety of premixed insulin analogues in type 2 diabetes. Ann Intern Med 2008; 149:549-59. [PMID: 18794553 PMCID: PMC4762020 DOI: 10.7326/0003-4819-149-8-200810210-00242] [Citation(s) in RCA: 67] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Evidence comparing premixed insulin analogues (a mixture of rapid-acting and intermediate-acting insulin analogues) with other antidiabetic agents is urgently required to guide appropriate therapy. PURPOSE To summarize the English-language literature on the effectiveness and safety of premixed insulin analogues compared with other antidiabetic agents in adults with type 2 diabetes. DATA SOURCES The authors searched MEDLINE, EMBASE, CINAHL, and the Cochrane Central Register of Controlled Trials from inception to February 2008 and sought unpublished data from the U.S. Food and Drug Administration, European Medicines Agency, and industry. STUDY SELECTION Studies with control groups that compared premixed insulin analogues with another antidiabetic medication in adults with type 2 diabetes. DATA EXTRACTION 2 reviewers using standardized protocols performed serial abstraction. DATA SYNTHESIS Evidence from clinical trials was inconclusive for clinical outcomes, such as mortality. Therefore, the review focused on intermediate outcomes. Premixed insulin analogues were similar to premixed human insulin in decreasing fasting glucose levels, hemoglobin A(1c) levels, and the incidence of hypoglycemia but were more effective in decreasing postprandial glucose levels (mean difference, -1.1 mmol/L; 95% CI, -1.4 to -0.7 mmol/L [-19.2 mg/dL; 95% CI, -25.9 to -12.5 mg/dL]). Compared with long-acting insulin analogues, premixed insulin analogues were superior in decreasing postprandial glucose levels (mean difference, -1.5 mmol/L; CI, -1.9 to -1.2 mmol/L [-27.9 mg/dL; CI, -34.3 to -21.5 mg/dL]) and hemoglobin A(1c) levels (mean difference, -0.39% [CI, -0.50% to -0.28%]) but were inferior in decreasing fasting glucose levels (mean difference, 0.7 mmol/L; CI, 0.3 to 1.0 mmol/L [12.0 mg/dL; CI, 6.0 to 18.1 mg/dL]) and were associated with a higher incidence of hypoglycemia. Compared with noninsulin antidiabetic agents, premixed insulin analogues were more effective in decreasing fasting glucose levels (mean difference, -1.1 mmol/L; CI, -1.7 to -0.6 mmol/L [-20.5 mg/dL; CI, -29.9 to -11.2 mg/dL]), postprandial glucose levels (mean difference, -2.1 mmol/L; CI, -3.4 to -0.8 mmol/L [-37.4 mg/dL; CI, -61.0 to -13.7 mg/dL]), and hemoglobin A(1c) levels (mean difference, -0.49% [CI, -0.86% to -0.12%]) but were associated with a higher incidence of hypoglycemia. LIMITATIONS The literature search was restricted to studies published in English. Data on clinical outcomes were limited. The small number of studies for each comparison limited assessment of between-study heterogeneity. CONCLUSION Premixed insulin analogues provide glycemic control similar to that of premixed human insulin and may provide tighter glycemic control than long-acting insulin analogues and noninsulin antidiabetic agents.
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Affiliation(s)
- Rehan Qayyum
- Evidence-based Practice Center, Johns Hopkins University, Baltimore, Maryland, USA.
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