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Yao J, Guo X, Sun L, Han P, Lv X, Zhang X, Mo Z, Yang W, Zhang L, Wang Z, Zhu L, Li Q, Yang T, Wang W, Xue Y, Shi Y, Lu J, Peng Y, Zhang F, Yan D, Wang D, Yu X. Comparative efficacy and safety of two insulin aspart formulations (Rapilin and NovoRapid) when combined with metformin, for patients with diabetes mellitus: a multicenter, randomized, open-label, controlled clinical trial. Curr Med Res Opin 2022; 38:1797-1806. [PMID: 35833285 DOI: 10.1080/03007995.2022.2100652] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
OBJECTIVE This phase 3 confirmatory diabetes mellitus treatment study compared the safety and efficacy of Rapilin and NovoRapid insulin asparts in combination with metformin. METHODS This 24-week, open-label, randomized, active-controlled, noninferiority phase 3 confirmatory study conducted across centers in China aimed to enroll patients with type 2 diabetes mellitus and blood sugar glucose inadequately controlled by oral antidiabetic drugs. Randomized patients received subcutaneous mealtime Rapilin or NovoRapid (3:1) injections, with metformin. The primary objectives were to demonstrate noninferiority (margin of 0.4%) in HbA1c change from baseline and compare safety profiles of Rapilin versus NovoRapid after 24 weeks. Secondary outcomes included 2-h postprandial plasma glucose (PPG), fasting plasma glucose (FPG), and patients achieving HbA1c <7.0% and ≤6.5%. RESULTS 590 patients with type 2 diabetes mellitus were randomized to Rapilin (n = 441) and NovoRapid (n = 149) groups. After 24 weeks, the mean HbA1c change from baseline was -2.20% (Rapilin) and -2.32% (NovoRapid); the estimated treatment difference based on least-square means was 0.04% (95% CI: -0.17, 0.26), meeting the noninferiority criteria for Rapilin versus NovoRapid. Comparable improvements were reported for mean 2-hour PPG (6.14 and 6.29 mmol/L), FPG (2.02 and 1.70 mmol/L), and patients with HbA1c <7.0% (52.6% and 51.0%) and ≤6.5% (34.2% and 30.9%), in the Rapilin and NovoRapid groups, respectively, with no significant safety or immunogenicity outcome differences. CONCLUSIONS Rapilin demonstrated non-inferior glycemic control, and matching safety and immunogenicity to NovoRapid in patients with type 2 diabetes mellitus also receiving metformin over 24 weeks. TRIAL REGISTRATION ChiCTR20003129041.
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Affiliation(s)
- Jun Yao
- Peking University First Hospital, Xicheng District, Beijing, China
| | - Xiaohui Guo
- Peking University First Hospital, Xicheng District, Beijing, China
| | - Li Sun
- Siping Central Hospital, Siping, China
| | - Ping Han
- Shengjing Hospital Affiliated to China Medical University, Tiexi District, Shenyang, China
| | - Xiaofeng Lv
- Chinese People's Liberation Army General Hospital of Beijing Military Region, No. 5, South Gate Warehouse, Dongcheng District, Beijing, China
| | - Xiuzhen Zhang
- Tongji Hospital Affiliated to Tongji University, Putuo District, Shanghai, China
| | - Zhaohui Mo
- Third Xiangya Hospital of Central South University, Yuelu District, Changsha, China
| | - Wenying Yang
- China-Japan Friendship Hospital, Sakura Garden, Chaoyang District, Beijing, China
| | - Lihui Zhang
- The second hospital of Hebei Medical University, Xinhua District, Shijiazhuang City, China
| | - Zhanjian Wang
- The third hospital of Hebei Medical University, Qiaoxi District, Shijiazhuang City, China
| | - Lvyun Zhu
- Bethune Peace Hospital, Qiaoxi District, Shijiazhuang City, China
| | - Quanmin Li
- The PLA Second Artillery General Hospital, Xicheng District, Beijing, China
| | - Tao Yang
- Jiangsu Province Hospital, Gulou District, Nanjing, China
| | - Wenbo Wang
- Peking University Shougang Hospital, Shijingshan District, Beijing, China
| | - Yaoming Xue
- Southern Medical University Nanfang Hospital, 1838, Baiyun District, Guangzhou City, China
| | - Yongquan Shi
- Shanghai Changzheng Hospital, Huangpu District, Shanghai, China
| | - Juming Lu
- The General Hospital of the People's Liberation Army, Haidian District, Beijing, China
| | - Yongde Peng
- Shanghai General Hospital, Hongkou District, Shanghai, China
| | - Fan Zhang
- Peking University Shenzhen Hospital, Futian District, Shenzhen City, China
| | - Dewen Yan
- The Second People's Hospital of Shenzhen, Futian District, Shenzhen City, China
| | - Damei Wang
- Gan & Lee Pharmaceuticals Co Ltd, Huoxian, Tongzhou District, Beijing, China
| | - Xuefeng Yu
- Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Qiao Estuary Hankou, Wuhan, China
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Ahdab MA, Leth J, Knudsen T, Vestergaard P, Clausen HG. Glucose-insulin mathematical model for the combined effect of medications and life style of Type 2 diabetic patients. Biochem Eng J 2021. [DOI: 10.1016/j.bej.2021.108170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Mannucci E, Caiulo C, Naletto L, Madama G, Monami M. Efficacy and safety of different basal and prandial insulin analogues for the treatment of type 2 diabetes: a network meta-analysis of randomized controlled trials. Endocrine 2021; 74:508-517. [PMID: 34599695 DOI: 10.1007/s12020-021-02889-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 09/17/2021] [Indexed: 11/26/2022]
Abstract
AIM The aim of the present network meta-analysis is to assess the efficacy and safety across different long and short-acting analogs for the treatment of type 2 diabetes. METHODS A PubMed, EMBASE, and Cochrane Central Register of Controlled Trials databases search (20th May, 2020) for all trials with a duration ≥24 weeks comparing an analogue with another or human insulin was performed. Indirect comparisons were performed by NMA choosing glargine U100 and human regular insulin, as the reference for long- and short-acting analogues, respectively. Primary endpoints were HbA1c at 24, 52, and 104 weeks. The weighted difference in means (WDM) and Mantel-Haenzel Odds Ratio [MH-OR] with 95% Confidence Intervals (CI) were calculated for categorical and continuous variables, respectively. RESULTS Fifty trials (n = 43) and 7 for basal and prandial analogues, respectively, enrolling 25,554 and 3184 patients with type 2 and 1 diabetes, respectively, were included. At NMA, detemir was less effective than glargine U-100 at 52 weeks. A significant reduction of 24-week HbA1c (WMD [IC]: -0.10 [-0.17, -0.03]%); and risk of total (MH-OR [IC]: 0.80 [0.70, 0.91]), and nocturnal hypoglycemia (MH-OR [IC]: 0.57 [0.45, 0.73]) was observed for basal analogues versus NPH insulin. At NMA, glargine U300 and degludec were associated with a significant reduction in the risk of nocturnal hypoglycemia. No significant differences across different short-acting insulin were observed. CONCLUSIONS This paper supports the use of long-acting analogues, rather than NPH insulin, as basal insulin for the treatment of type 2 diabetes, without any preferences for any individual long-acting analogue over the others. The evidence on short acting analogues is limited.
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Affiliation(s)
- Edoardo Mannucci
- Diabetology, Careggi Hospital, University of Florence, Florence, Italy
- University of Florence, Florence, Italy
| | | | | | | | - Matteo Monami
- Diabetology, Careggi Hospital, University of Florence, Florence, Italy.
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Hermansen K, Bohl M, Schioldan AG. Insulin Aspart in the Management of Diabetes Mellitus: 15 Years of Clinical Experience. Drugs 2016; 76:41-74. [PMID: 26607485 PMCID: PMC4700065 DOI: 10.1007/s40265-015-0500-0] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Limiting excessive postprandial glucose excursions is an important component of good overall glycemic control in diabetes mellitus. Pharmacokinetic studies have shown that insulin aspart, which is structurally identical to regular human insulin except for the replacement of a single proline amino acid with an aspartic acid residue, has a more physiologic time-action profile (i.e., reaches a higher peak and reaches that peak sooner) than regular human insulin. As expected with this improved pharmacokinetic profile, insulin aspart demonstrates a greater glucose-lowering effect compared with regular human insulin. Numerous randomized controlled trials and a meta-analysis have also demonstrated improved postprandial control with insulin aspart compared with regular human insulin in patients with type 1 or type 2 diabetes, as well as efficacy and safety in children, pregnant patients, hospitalized patients, and patients using continuous subcutaneous insulin infusion. Studies have demonstrated that step-wise addition of insulin aspart is a viable intensification option for patients with type 2 diabetes failing on basal insulin. Insulin aspart has shown a good safety profile, with no evidence of increased receptor binding, mitogenicity, stimulation of anti-insulin antibodies, or hypoglycemia compared with regular human insulin. In one meta-analysis, there was evidence of a lower rate of nocturnal hypoglycemia compared with regular human insulin and, in a trial that specifically included patients with a history of recurrent hypoglycemia, a significantly lower rate of severe hypoglycemic episodes. The next generation of insulin aspart (faster-acting insulin aspart) is being developed with a view to further improving on these pharmacokinetic/pharmacodynamic properties.
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Affiliation(s)
- Kjeld Hermansen
- Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Tage-Hansens Gade 2, 8000, Aarhus C, Denmark.
| | - Mette Bohl
- Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Tage-Hansens Gade 2, 8000, Aarhus C, Denmark
| | - Anne Grethe Schioldan
- Department of Endocrinology and Internal Medicine, Aarhus University Hospital, Tage-Hansens Gade 2, 8000, Aarhus C, Denmark
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Dailey G, Ahmad A, Polsky S, Shah V. A novel option for prandial insulin therapy: inhaled insulin. Postgrad Med 2016; 128:839-847. [DOI: 10.1080/00325481.2016.1229555] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Affiliation(s)
- George Dailey
- Division of Diabetes & Endocrinology, Scripps Clinic, La Jolla, CA, USA
| | - Aakif Ahmad
- Division of Diabetes & Endocrinology, Scripps Clinic, La Jolla, CA, USA
| | - Sarit Polsky
- Barbara Davis Center for Childhood Diabetes, University of Colorado, Aurora, CO, USA
| | - Viral Shah
- Barbara Davis Center for Childhood Diabetes, University of Colorado, Aurora, CO, USA
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Sambamoorthi U, Deb A, Zhou S, Garg R, Fan T, Boss A. Rapid Acting Insulin Use and Persistence among Elderly Type 2 Diabetes Patients Adding RAI to Oral Antidiabetes Drug Regimens. J Diabetes Res 2016; 2016:5374931. [PMID: 27761472 PMCID: PMC5059557 DOI: 10.1155/2016/5374931] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Revised: 08/19/2016] [Accepted: 08/29/2016] [Indexed: 11/17/2022] Open
Abstract
We examined the real-world utilization and persistence of rapid acting insulin (RAI) in elderly patients with type 2 diabetes who added RAI to their drug (OAD) regimen. Insulin-naïve patients aged ≥65 years, with ≥1 OAD prescription during the baseline period, who were continuously enrolled in the US Humana Medicare Advantage insurance plan for 18 months and initiated RAI were included. Among patients with ≥2 RAI prescriptions (RAIp), persistence during the 12-month follow-up was assessed. Multivariate logistic regression analyses identified factors affecting RAI use and persistence. Of 3734 patients adding RAI to their OAD regimen, 2334 (62.5%) had a RAIp during follow-up. Factors associated with RAIp included using ≤2 OADs; cognitive impairment, basal insulin use during follow-up; and higher RAI out-of-pocket costs ($36 to <$56 versus $0 to $6.30). Patients were less likely to persist with RAI when on ≤2 OADs versus ≥3 OADs and when having higher RAI out-of-pocket costs ($36 to <$56 versus $0 to $6.30) and more likely to persist when they had cognitive impairment and basal insulin use during follow-up. Real-world persistence of RAI in insulin-naïve elderly patients with type 2 diabetes was very poor when RAI was added to an OAD regimen.
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Affiliation(s)
- Usha Sambamoorthi
- School of Pharmacy, West Virginia University, Morgantown, WV, USA
- *Usha Sambamoorthi:
| | - Arijita Deb
- School of Pharmacy, West Virginia University, Morgantown, WV, USA
| | | | - Rahul Garg
- School of Pharmacy, West Virginia University, Morgantown, WV, USA
| | - Tao Fan
- Sanofi US, Inc., Bridgewater, NJ, USA
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Seshiah V, Kalra S, Balaji V, Balaji M. Insulin aspart for the treatment of Type 2 diabetes. ACTA ACUST UNITED AC 2015. [DOI: 10.2217/dmt.14.52] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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Sorli C, Heile MK. Identifying and meeting the challenges of insulin therapy in type 2 diabetes. J Multidiscip Healthc 2014; 7:267-82. [PMID: 25061317 PMCID: PMC4086769 DOI: 10.2147/jmdh.s64084] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Type 2 diabetes mellitus (T2DM) is a chronic illness that requires clinical recognition and treatment of the dual pathophysiologic entities of altered glycemic control and insulin resistance to reduce the risk of long-term micro- and macrovascular complications. Although insulin is one of the most effective and widely used therapeutic options in the management of diabetes, it is used by less than one-half of patients for whom it is recommended. Clinician-, patient-, and health care system-related challenges present numerous obstacles to insulin use in T2DM. Clinicians must remain informed about new insulin products, emerging technologies, and treatment options that have the potential to improve adherence to insulin therapy while optimizing glycemic control and mitigating the risks of therapy. Patient-related challenges may be overcome by actively listening to the patient’s fears and concerns regarding insulin therapy and by educating patients about the importance, rationale, and evolving role of insulin in individualized self-treatment regimens. Enlisting the services of Certified Diabetes Educators and office personnel can help in addressing patient-related challenges. Self-management of diabetes requires improved patient awareness regarding the importance of lifestyle modifications, self-monitoring, and/or continuous glucose monitoring, improved methods of insulin delivery (eg, insulin pens), and the enhanced convenience and safety provided by insulin analogs. Health care system-related challenges may be improved through control of the rising cost of insulin therapy while making it available to patients. To increase the success rate of treatment of T2DM, the 2012 position statement from the American Diabetes Association and the European Association for the Study of Diabetes focused on individualized patient care and provided clinicians with general treatment goals, implementation strategies, and tools to evaluate the quality of care.
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Maria Rotella C, Pala L, Mannucci E. Role of insulin in the type 2 diabetes therapy: past, present and future. Int J Endocrinol Metab 2013; 11:137-44. [PMID: 24348585 PMCID: PMC3860110 DOI: 10.5812/ijem.7551] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2012] [Revised: 09/26/2012] [Accepted: 09/28/2012] [Indexed: 12/29/2022] Open
Abstract
CONTEXT Since 2006 a relevant number of therapeutical algorithms for the management of type 2 diabetes have been proposed, generating a lively debate in the scientific community, particularly on the ideal timing for introduction of insulin therapy and on which drug should be preferred as add-on therapy in patients failing to metformin. At the moment, there is no real consensus. The aim of the present review is to summarize established knowledge and areas for debate with respect to insulin therapy in type 2 diabetes. EVIDENCE ACQUISITION In type 2 diabetic patients, insulin represents a therapy with a long and well-established history, but, considering the modern insulin therapy, several points must be carefully examined. The role played by the introduction of insulin analogues, the choice of insulin regimens, the ongoing debate on insulin and cancer, the cardiovascular effects of insulin, the role of insulin on β-cell protection and the actual clinical perspective in the treatment of the disease. Nevertheless, still many exciting expectations exist: the new insulin analogues, the technological options, the inhaled and oral insulin and the issue of transplantation. CONCLUSIONS Although insulin is the more potent hypoglicemic agent, the availability of a wider spectrum of therapeutic agents, many of which are better tolerated than insulin, has reduced the field of application for insulin treatment; presently, insulin is used only in those who cannot maintain an adequate glycemic control with other drugs. Furthermore, a lively research activity is currently ongoing, in order to make insulin therapy even safer and simpler for patients.
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Affiliation(s)
- Carlo Maria Rotella
- Obesity Agency, University of Florence Medical School, Careggi Teaching Hospital, Firenze, Italy
| | - Laura Pala
- Endocrinolgy Unit , University of Florence Medical School, Careggi Teaching Hospital, Firenze, Italy
| | - Edoardo Mannucci
- Diabetes Agency, University of Florence Medical School, Careggi Teaching Hospital, Firenze, Italy
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Sourij H, Schmoelzer I, de Campo A, Tripolt NJ, Stojakovic T, Scharnagl H, Kettler-Schmut E, Forst T, Wascher TC. Non-glycemic effects of insulin therapy: a comparison between insulin aspart and regular human insulin during two consecutive meals in patients with type 2 diabetes. Eur J Endocrinol 2011; 165:269-74. [PMID: 21606190 DOI: 10.1530/eje-11-0061] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE To control postprandial hyperglycemia in insulin-treated type 2 diabetic patients, prandial therapy with regular human insulin (HI) or fast acting insulin analogs is used. Postprandial hyperglycemia seems to be reduced more effectively with insulin analogs than with normal insulin, but there are no data concerning the effect on lipolysis or pancreatic insulin and proinsulin secretion of normal insulin in comparison to insulin analogs. DESIGN AND METHODS We included 13 patients with type 2 diabetes mellitus (age 62.2±10.3 years) with preexisting insulin therapy in this crossover, prospective, open-labeled, randomized trial comparing regular HI with insulin aspart (IA) in the setting of a standardized breakfast and a standardized lunch 4 h later. Blood samples for determination of glucose, free fatty acids (FFA), triglycerides, C-peptide, and intact proinsulin were drawn during fasting and every 30 min until 4 h after the second test meal. Statistical analysis was performed with ANOVA for repeated measurements and paired Student's t-test. RESULTS The mean increase in blood glucose was significantly lower after IA (24.18±16.33 vs 34.92±29.07 mg/dl, P=0.02) compared with HI. Both therapies reduced FFA; however, the mean reduction was significantly higher after IA than after HI (-0.47±0.16 vs -0.35±0.15 μmol/l, P<0.001). The mean increase in intact proinsulin was significantly lower after IA than after HI (10.53±5 vs 15.20±6.83 pmol/l, P<0.001). No differences were observed in the C-peptide levels between the two groups. CONCLUSION In the setting of two consecutive meals, IA reduces lipolysis and proinsulin secretion more effectively than HI.
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Affiliation(s)
- H Sourij
- Division of Endocrinology and Metabolism, Cardiovascular Diabetology Research Group, Medical University of Graz, Auenbruggerpl 15, 8036 Graz, Austria.
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Rys P, Pankiewicz O, Łach K, Kwaskowski A, Skrzekowska-Baran I, Malecki MT. Efficacy and safety comparison of rapid-acting insulin aspart and regular human insulin in the treatment of type 1 and type 2 diabetes mellitus: a systematic review. DIABETES & METABOLISM 2011; 37:190-200. [PMID: 21333580 DOI: 10.1016/j.diabet.2010.12.003] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Received: 11/18/2010] [Revised: 12/27/2010] [Accepted: 12/31/2010] [Indexed: 11/25/2022]
Abstract
BACKGROUND Insulin aspart (IAsp) is one of the three rapid-acting insulin analogues (RAAs) registered for the treatment of diabetes. However, there is an ongoing debate concerning the efficacy and safety of RAAs. For this reason, a systematic review-based study was performed to compare clinical outcomes of treatment with IAsp and regular human insulin (RHI) as well as biphasic insulin aspart and premixed human insulin in type 1 and type 2 diabetes (T1DM, T2DM) patients. METHODS Relevant articles were identified by a systematic search through the electronic medical databases (MEDLINE, EMBASE, CENTRAL) up to July 2009. RESULTS A total of 28 trials fulfilled the inclusion criteria, including 17 studies of T1DM, 10 of T2DM and one study of both. For T1DM, pooled data for HbA(1c) (13 studies) demonstrated lower levels with IAsp than with RHI (WMD=-0.11%; 95% CI: -0.16 to -0.06). In addition, meta-analysis revealed statistically significant differences in favour of IAsp for postprandial glucose (PPG) after breakfast, lunch and dinner, but not for fasting glucose (FG). The Diabetes Treatment Satisfaction Questionnaire evaluating treatment flexibility showed IAsp benefits compared with RHI (WMD=0.31; 95% CI: 0.15 to 0.47). Safety analyses (three studies) showed a significant reduction in nocturnal hypoglycaemia risk with IAsp (RR=0.67; 95% CI: 0.54 to 0.83), and no difference in severe hypoglycaemias and a slight increase in any hypoglycaemic episodes with RAAs (RR=1.06; 95% CI: 1.01 to 1.10). For T2DM, a meta-analysis of nine studies revealed no significant differences between IAsp and RHI in HbA(1c) (WMD=-0.04%; 95% CI: -0.10 to 0.03), whereas PPG was significantly lower in the IAsp group (WMD=-1.18 mmol/L; 95% CI: -1.88 to -0.47). No studies of treatment satisfaction or quality of life were identified. CONCLUSION Analyses based on a systematic review showed that treatment with IAsp in T1DM patients resulted in moderately better metabolic control and treatment satisfaction than RHI. In T2DM patients, meta-analysis showed improvement in PPG, but not in any other outcomes.
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Affiliation(s)
- P Rys
- HTA Consulting, Krakow, Poland
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Sun L, Kwok E, Gopaluni B, Vahidi O. Pharmacokinetic-Pharmacodynamic Modeling of Metformin for the Treatment of Type II Diabetes Mellitus. Open Biomed Eng J 2011; 5:1-7. [PMID: 21625374 PMCID: PMC3102322 DOI: 10.2174/1874120701105010001] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2010] [Revised: 10/10/2010] [Accepted: 10/27/2010] [Indexed: 11/22/2022] Open
Abstract
Metformin is an antihyperglycemic agent commonly used for the treatment of Type II diabetes mellitus. However, its effects on patients are derived usually from clinical experiments. In this study, a dynamic model of Type II diabetes mellitus with the treatment of metformin is proposed. The Type II diabetic model is a modification of an existing compartmental diabetic model. The dynamic simulation of the metformin effect for a Type II diabetic patient is based on the pharmacokinetic and pharmacodynamic relationship with a human body. The corresponding model parameters are estimated by optimization using clinical data from published reports. Then, the effect of metformin in both intravenous and oral administration on a Type II diabetes mellitus model are compared. The combination treatment of insulin infusion plus oral metformin is shown to be superior than the monotherapy with oral metformin only. These results are consistent with the clinical understanding of the use of metformin. For further work, the model can be analyzed for evaluating the treatment of diabetes mellitus with different pharmacological agents.
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Affiliation(s)
- Lin Sun
- Department of Chemical and Biological Engineering, University of British Columbia, 2360 East Mall Vancouver, BC, Canada, V6T 1Z3
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Salpeter SR, Greyber E, Pasternak GA, Salpeter EE. Risk of fatal and nonfatal lactic acidosis with metformin use in type 2 diabetes mellitus. Cochrane Database Syst Rev 2010; 2010:CD002967. [PMID: 20393934 PMCID: PMC7138050 DOI: 10.1002/14651858.cd002967.pub4] [Citation(s) in RCA: 161] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
BACKGROUND Metformin is an oral anti-hyperglycemic agent that has been shown to reduce total mortality compared to other anti-hyperglycemic agents, in the treatment of type 2 diabetes mellitus. Metformin, however, is thought to increase the risk of lactic acidosis, and has been considered to be contraindicated in many chronic hypoxemic conditions that may be associated with lactic acidosis, such as cardiovascular, renal, hepatic and pulmonary disease, and advancing age. OBJECTIVES To assess the incidence of fatal and nonfatal lactic acidosis, and to evaluate blood lactate levels, for those on metformin treatment compared to placebo or non-metformin therapies. SEARCH STRATEGY A comprehensive search was performed of electronic databases to identify studies of metformin treatment. The search was augmented by scanning references of identified articles, and by contacting principal investigators. SELECTION CRITERIA Prospective trials and observational cohort studies in patients with type 2 diabetes of least one month duration were included if they evaluated metformin, alone or in combination with other treatments, compared to placebo or any other glucose-lowering therapy. DATA COLLECTION AND ANALYSIS The incidence of fatal and nonfatal lactic acidosis was recorded as cases per patient-years, for metformin treatment and for non-metformin treatments. The upper limit for the true incidence of cases was calculated using Poisson statistics. In a second analysis lactate levels were measured as a net change from baseline or as mean treatment values (basal and stimulated by food or exercise) for treatment and comparison groups. The pooled results were recorded as a weighted mean difference (WMD) in mmol/L, using the fixed-effect model for continuous data. MAIN RESULTS Pooled data from 347 comparative trials and cohort studies revealed no cases of fatal or nonfatal lactic acidosis in 70,490 patient-years of metformin use or in 55,451 patients-years in the non-metformin group. Using Poisson statistics the upper limit for the true incidence of lactic acidosis per 100,000 patient-years was 4.3 cases in the metformin group and 5.4 cases in the non-metformin group. There was no difference in lactate levels, either as mean treatment levels or as a net change from baseline, for metformin compared to non-metformin therapies. AUTHORS' CONCLUSIONS There is no evidence from prospective comparative trials or from observational cohort studies that metformin is associated with an increased risk of lactic acidosis, or with increased levels of lactate, compared to other anti-hyperglycemic treatments.
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Affiliation(s)
- Shelley R Salpeter
- Stanford University, and Santa Clara Valley Medical CenterMedicine2400 Moorpark Ave, Suite 118San JoseCAUSA95128
| | - Elizabeth Greyber
- Santa Clara Valley Medical CenterMedicine2400 Moorpark Ave, Suite 118San JoseCAUSA95128
| | - Gary A Pasternak
- Santa Clara Valley Medical CenterMedicine2400 Moorpark Ave, Suite 118San JoseCAUSA95128
| | - Edwin E Salpeter
- Cornell UniversityCenter for Radiophysics and Space Research612 Space Sciences BuildingIthacaNYUSA14853
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Salpeter SR, Greyber E, Pasternak GA, Salpeter Posthumous EE. Risk of fatal and nonfatal lactic acidosis with metformin use in type 2 diabetes mellitus. Cochrane Database Syst Rev 2010:CD002967. [PMID: 20091535 DOI: 10.1002/14651858.cd002967.pub3] [Citation(s) in RCA: 165] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND Metformin is an oral anti-hyperglycemic agent that has been shown to reduce total mortality compared to other anti-hyperglycemic agents, in the treatment of type 2 diabetes mellitus. Metformin, however, is thought to increase the risk of lactic acidosis, and has been considered to be contraindicated in many chronic hypoxemic conditions that may be associated with lactic acidosis, such as cardiovascular, renal, hepatic and pulmonary disease, and advancing age. OBJECTIVES To assess the incidence of fatal and nonfatal lactic acidosis, and to evaluate blood lactate levels, for those on metformin treatment compared to placebo or non-metformin therapies. SEARCH STRATEGY A comprehensive search was performed of electronic databases to identify studies of metformin treatment. The search was augmented by scanning references of identified articles, and by contacting principal investigators. SELECTION CRITERIA Prospective trials and observational cohort studies in patients with type 2 diabetes of least one month duration were included if they evaluated metformin, alone or in combination with other treatments, compared to placebo or any other glucose-lowering therapy. DATA COLLECTION AND ANALYSIS The incidence of fatal and nonfatal lactic acidosis was recorded as cases per patient-years, for metformin treatment and for non-metformin treatments. The upper limit for the true incidence of cases was calculated using Poisson statistics. In a second analysis lactate levels were measured as a net change from baseline or as mean treatment values (basal and stimulated by food or exercise) for treatment and comparison groups. The pooled results were recorded as a weighted mean difference (WMD) in mmol/L, using the fixed-effect model for continuous data. MAIN RESULTS Pooled data from 347 comparative trials and cohort studies revealed no cases of fatal or nonfatal lactic acidosis in 70,490 patient-years of metformin use or in 55,451 patients-years in the non-metformin group. Using Poisson statistics the upper limit for the true incidence of lactic acidosis per 100,000 patient-years was 4.3 cases in the metformin group and 5.4 cases in the non-metformin group. There was no difference in lactate levels, either as mean treatment levels or as a net change from baseline, for metformin compared to non-metformin therapies. AUTHORS' CONCLUSIONS There is no evidence from prospective comparative trials or from observational cohort studies that metformin is associated with an increased risk of lactic acidosis, or with increased levels of lactate, compared to other anti-hyperglycemic treatments.
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Affiliation(s)
- Shelley R Salpeter
- Medicine, Stanford University, and Santa Clara Valley Medical Center, 2400 Moorpark Ave, Suite 118, San Jose, CA, USA, 95128
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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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Mannucci E, Monami M, Marchionni N. Short-acting insulin analogues vs. regular human insulin in type 2 diabetes: a meta-analysis. Diabetes Obes Metab 2009; 11:53-9. [PMID: 18671795 DOI: 10.1111/j.1463-1326.2008.00934.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: 11/27/2022]
Abstract
AIM Short-acting insulin analogues, in comparison with regular human insulin (HRI), provide a greater control of postprandial glucose, while their superiority on haemoglobin A1c (HbA1c) is controversial. METHOD All randomized controlled trials (RCTs) with a duration >4 weeks comparing short-acting insulin analogues (lispro, aspart or glulisine) with HRI in type 2 diabetic patients were retrieved; data on HbA1c and postprandial glucose et end-point and incidence of severe hypoglycaemia were extracted and meta-analysed. RESULTS A total of 13 RCTs (7, 4 and 2 with lispro, aspart and glulisine, respectively) were retrieved and included in the analysis. Short-acting analogues reduced HbA1c by 0.4% (0.1-0.6%) (p = 0.027) in comparison with HRI. A significant improvement was observed also in self-monitored 2 h postbreakfast and dinner blood glucose. The overall rate of severe hypoglycaemia was not significantly different with short-acting analogues and HRI [Mantel-Haenszel odds ratio for 95% confidence interval 0.61 (0.25-1.45)]. CONCLUSION In type 2 diabetic patients, short-acting insulin analogues provide a better control of HbA1c and postprandial glucose than regular human insulin, without any significant reduction of the risk of severe hypoglycaemia.
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Affiliation(s)
- E Mannucci
- Department of Cardiovascular Medicine, Section of Geriatric Cardiology, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy.
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Rotella CM, Pala L. Time to insulin in type-2 diabetes: high hurdles or Santiago way? Acta Diabetol 2008; 45:67-74. [PMID: 18408882 DOI: 10.1007/s00592-008-0027-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2007] [Accepted: 01/09/2008] [Indexed: 01/22/2023]
Abstract
The prevalence of obesity has been increasing dramatically in the last decades; the major metabolic complication of obesity is insulin resistance and type-2 diabetes because there are pathogenetic mechanisms linking obesity and type-2 diabetes. Diabetes is also rapidly increasing worldwide; such a description of the key stages in the evolution of type-2 diabetes may be of great interest for implementing antidiabetes treatment. In recent times, type-2 diabetes therapy has been based on drugs, which improve insulin sensibility or stimulate insulin secretion or slow down glucose absorption. Recently, an ADA and EASD consensus has been released to develop a common approach for the management of hyperglycaemia in adults. The development of new classes of blood-glucose-lowering medications to supplement the older therapies, such as lifestyle-directed interventions, insulin, sulfonylureas, and metformin, has increased the different possible options for the treatment of type-2 diabetes. Therapeutic approaches aiming to potentiate the biological effects of incretins include degradation-resistant GLP-1 receptor agonists (incretin mimetics), and inhibitors of dipeptidyl peptidase-IV (DPP-IV) activity (incretin enhancers) will be very useful to slow down type-2 diabetes progression. Weight-loss interventions, such as a hypocaloric diet and physical exercise, in addition to agents such as orlistat, sibutramine and cannabinoid receptor antagonists, may have favourable effects upon fat storage, nutrient metabolism and ultimately glucose tolerance or type-2 diabetes. When the therapeutic target is not achieved, insulin with metformin could be suggested, but is this approach the ideal one for all patients? Perhaps it is possible to delay the initiation of insulin therapy, therefore, the actual and future therapeutical options are considered in the present review.
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Affiliation(s)
- Carlo Maria Rotella
- Department of Phatophysiology, Unit of Endocrinology, Metabolic Disease Clinic, University of Florence, Viale Pieraccini 6, 50139 Firenze, Italy.
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