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Kapur R, Mittra S, Tonpe G, P A, Raj P, Gudat U, Athalye SN. Comparison of the efficacy and safety of rapid-acting insulin analogs, lispro versus aspart, in the treatment of diabetes: a systematic review of randomized controlled trials. Expert Opin Biol Ther 2024; 24:543-561. [PMID: 38934226 DOI: 10.1080/14712598.2024.2371046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 06/18/2024] [Indexed: 06/28/2024]
Abstract
INTRODUCTION We evaluated a potential move from one rapid-acting insulin analog to another, or their biosimilars, to aid better and faster decisions for diabetes management. METHODS A systematic literature review was performed according to PRISMA reporting guidelines. The MEDLINE/EMBASE/COCHRANE databases were searched for randomized control trials (RCTs) comparing aspart/lispro in type-1 (T1D) and type-2 (T2D) diabetes. The methodological quality of the included studies was assessed using the Cochrane Collaboration's risk of bias assessment criteria. RESULTS Of the 753 records retrieved, the six selected efficacy/safety RCTs and the additional three hand-searched pharmacokinetics/pharmacodynamics RCTs showed some heterogeneity in the presentation of the continuous variables; however, collectively, the outcomes demonstrated that lispro and aspart had comparable efficacy and safety in adult patients with T1D and T2D. Both treatments yielded a similar decrease in glycated hemoglobin (HbA1c) and had similar dosing and weight changes, with similar treatment-emergent adverse events (TEAE) and serious adverse event (SAE) reporting, similar hypoglycemic episodes in both T1D and T2D populations, and no clinically significant differences for hyperglycemia, occlusions or other infusion site/set complications. CONCLUSIONS Aspart and lispro demonstrate comparative safety and efficacy in patients with T1D/T2D. Since both are deemed equally suitable for controlling prandial glycemic excursions and both have similar safety attributes, they may be used interchangeably in clinical practice. PROSPERO REGISTRATION NUMBER CRD42023376793.
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Affiliation(s)
- Rahul Kapur
- Clinical Development and Medical Affairs, Biocon Biologics Ltd, Bengaluru, India
| | - Shivani Mittra
- Clinical Development and Medical Affairs, Biocon Biologics Ltd, Bengaluru, India
| | - Geetanjali Tonpe
- Clinical Development and Medical Affairs, Biocon Biologics Ltd, Bengaluru, India
| | - Adithi P
- Clinical Development and Medical Affairs, Biocon Biologics Ltd, Bengaluru, India
| | - Praveen Raj
- Clinical Development and Medical Affairs, Biocon Biologics Ltd, Bengaluru, India
| | - Uwe Gudat
- Clinical Development and Medical Affairs, Biocon Biologics Ltd, Bengaluru, India
| | - Sandeep N Athalye
- Clinical Development and Medical Affairs, Biocon Biologics Ltd, Bengaluru, India
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Wang SV, Sreedhara SK, Schneeweiss S. Reproducibility of real-world evidence studies using clinical practice data to inform regulatory and coverage decisions. Nat Commun 2022; 13:5126. [PMID: 36045130 PMCID: PMC9430007 DOI: 10.1038/s41467-022-32310-3] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Accepted: 07/26/2022] [Indexed: 11/26/2022] Open
Abstract
Studies that generate real-world evidence on the effects of medical products through analysis of digital data collected in clinical practice provide key insights for regulators, payers, and other healthcare decision-makers. Ensuring reproducibility of such findings is fundamental to effective evidence-based decision-making. We reproduce results for 150 studies published in peer-reviewed journals using the same healthcare databases as original investigators and evaluate the completeness of reporting for 250. Original and reproduction effect sizes were positively correlated (Pearson's correlation = 0.85), a strong relationship with some room for improvement. The median and interquartile range for the relative magnitude of effect (e.g., hazard ratiooriginal/hazard ratioreproduction) is 1.0 [0.9, 1.1], range [0.3, 2.1]. While the majority of results are closely reproduced, a subset are not. The latter can be explained by incomplete reporting and updated data. Greater methodological transparency aligned with new guidance may further improve reproducibility and validity assessment, thus facilitating evidence-based decision-making. Study registration number: EUPAS19636.
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Affiliation(s)
- Shirley V Wang
- Division of Pharmacoepidemiology and Pharmacoeconomics, Brigham and Women's Hospital, Boston, MA, USA.
- Department of Medicine, Harvard Medical School, Boston, MA, USA.
| | | | - Sebastian Schneeweiss
- Division of Pharmacoepidemiology and Pharmacoeconomics, Brigham and Women's Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
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Chen S, Graff J, Yun S, Beal B, Ta JT, Bansal A, Carlson JJ, Veenstra DL, Basu A, Devine B. Online tools to synthesize real-world evidence of comparative effectiveness research to enhance formulary decision making. J Manag Care Spec Pharm 2020; 27:95-104. [PMID: 33377442 PMCID: PMC10391288 DOI: 10.18553/jmcp.2021.27.1.095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Results of randomized controlled trials (RCTs) provide valuable comparisons of 2 or more interventions to inform health care decision making; however, many more comparisons are required than available time and resources to conduct them. Moreover, RCTs have limited generalizability. Comparative effectiveness research (CER) using real-world evidence (RWE) can increase generalizability and is important for decision making, but use of nonrandomized designs makes their evaluation challenging. Several tools are available to assist. In this study, we comparatively characterize 5 tools used to evaluate RWE studies in the context of making health care adoption decision making: (1) Good Research for Comparative Effectiveness (GRACE) Checklist, (2) IMI GetReal RWE Navigator (Navigator), (3) Center for Medical Technology Policy (CMTP) RWE Decoder, (4) CER Collaborative tool, and (5) Real World Evidence Assessments and Needs Guidance (REAdi) tool. We describe each and then compare their features along 8 domains: (1) objective/user/context, (2) development/scope, (3) platform/presentation, (4) user design, (5) study-level internal/external validity of evidence, (6) summarizing body of evidence, (7) assisting in decision making, and (8) sharing results/making improvements. Our summary suggests that the GRACE Checklist aids stakeholders in evaluation of the quality and applicability of individual CER studies. Navigator is a collection of educational resources to guide demonstration of effectiveness, a guidance tool to support development of medicines, and a directory of authoritative resources for RWE. The CMTP RWE Decoder aids in the assessment of relevance and rigor of RWE. The CER Collaborative tool aids in the assessment of credibility and relevance. The REAdi tool aids in refinement of the research question, study retrieval, quality assessment, grading the body of evidence, and prompts with questions to facilitate coverage decisions. All tools specify a framework, were designed with stakeholder input, assess internal validity, are available online, and are easy to use. They vary in their complexity and comprehensiveness. The RWE Decoder, CER Collaborative tool, and REAdi tool synthesize evidence and were specifically designed to aid formulary decision making. This study adds clarity on what the tools provide so that the user can determine which best fits a given purpose. DISCLOSURES: This work was supported by the Health Tech Fund, which was provided to the University of Washington School of Pharmacy by its Corporate Advisory Board. This consortium of pharmaceutical and biotech companies supports the research program of the University of Washington School of Pharmacy across the competitive space. The sponsors seeded the idea for the project and contributed to study design and improvement. The authors had full control of all content development, manuscript drafting, and submission for publication. The REAdi tool was developed by the authors. Chen, Bansal, Barthold, Carlson, Veenstra, Basu, Devine, Yun, Ta, and Beal were supported by a training grant from the University of Washington-Allergan Fellowship, unrelated to this work. Basu reports personal fees from Salutis Consulting, unrelated to this work. Graff is an employee of the National Pharmaceutical Council, which was a partner in the development of the CER Collaborative and funding partner for the CMTP RWE Decoder and the GRACE Checklist. A previous version of this work was presented as an invited workshop at AMCP Nexus 2018; October 22-25, 2018; Orlando, FL.
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Affiliation(s)
- Shuxian Chen
- The Comparative Health Outcomes, Policy and Economics (CHOICE) Institute, University of Washington School of Pharmacy, Seattle
| | | | - Sophia Yun
- The Comparative Health Outcomes, Policy and Economics (CHOICE) Institute, University of Washington School of Pharmacy, Seattle
| | - Brennan Beal
- The Comparative Health Outcomes, Policy and Economics (CHOICE) Institute, University of Washington School of Pharmacy, Seattle
| | - Jamie T Ta
- The Comparative Health Outcomes, Policy and Economics (CHOICE) Institute, University of Washington School of Pharmacy, Seattle
| | - Aasthaa Bansal
- The Comparative Health Outcomes, Policy and Economics (CHOICE) Institute, University of Washington School of Pharmacy, Seattle
| | - Joshua J Carlson
- The Comparative Health Outcomes, Policy and Economics (CHOICE) Institute, University of Washington School of Pharmacy, Seattle
| | - David L Veenstra
- The Comparative Health Outcomes, Policy and Economics (CHOICE) Institute, University of Washington School of Pharmacy, Seattle
| | - Anirban Basu
- The Comparative Health Outcomes, Policy and Economics (CHOICE) Institute, University of Washington School of Pharmacy, Seattle
| | - Beth Devine
- The Comparative Health Outcomes, Policy and Economics (CHOICE) Institute, University of Washington School of Pharmacy, Seattle
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Janež A, Guja C, Mitrakou A, Lalic N, Tankova T, Czupryniak L, Tabák AG, Prazny M, Martinka E, Smircic-Duvnjak L. Insulin Therapy in Adults with Type 1 Diabetes Mellitus: a Narrative Review. Diabetes Ther 2020; 11:387-409. [PMID: 31902063 PMCID: PMC6995794 DOI: 10.1007/s13300-019-00743-7] [Citation(s) in RCA: 66] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Indexed: 01/01/2023] Open
Abstract
Here, we review insulin management options and strategies in nonpregnant adult patients with type 1 diabetes mellitus (T1DM). Most patients with T1DM should follow a regimen of multiple daily injections of basal/bolus insulin, but those not meeting individual glycemic targets or those with frequent or severe hypoglycemia or pronounced dawn phenomenon should consider continuous subcutaneous insulin infusion. The latter treatment modality could also be an alternative based on patient preferences and availability of reimbursement. Continuous glucose monitoring may improve glycemic control irrespective of treatment regimen. A glycemic target of glycated hemoglobin < 7% (53 mmol/mol) is appropriate for most nonpregnant adults. Basal insulin analogues with a reduced peak profile and an extended duration of action with lower intraindividual variability relative to neutral protamine Hagedorn insulin are preferred. The clinical advantages of basal analogues compared with older basal insulins include reduced injection burden, better efficacy, lower risk of hypoglycemic episodes (especially nocturnal), and reduced weight gain. For prandial glycemic control, any rapid-acting prandial analogue (aspart, glulisine, lispro) is preferred over regular human insulin. Faster-acting insulin aspart is a relatively new option with the advantage of better postprandial glucose coverage. Frequent blood glucose measurements along with patient education on insulin dosing based on carbohydrate counting, premeal blood glucose, and anticipated physical activity is paramount, as is education on the management of blood glucose under different circumstances.Plain Language Summary: Plain language summary is available for this article.
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Affiliation(s)
- Andrej Janež
- Department of Endocrinology, Diabetes and Metabolic Diseases, University Medical Center Ljubljana, Zaloska 7, 1000, Ljubljana, Slovenia.
| | - Cristian Guja
- Diabetes, Nutrition and Metabolic Diseases, "Carol Davila" University of Medicine and Pharmacy, Dionisie Lupu Street No. 37, 020021, Bucharest, Romania
| | - Asimina Mitrakou
- Department of Clinical Therapeutics, National and Kapodistrian University of Athens Medical School, Athens, Greece
| | - Nebojsa Lalic
- Faculty of Medicine of the University of Belgrade, Clinic for Endocrinology, Diabetes and Metabolic Diseases, Clinical Center of Serbia, Dr Subotica 13, 11000, Belgrade, Serbia
| | - Tsvetalina Tankova
- Clinical Center of Endocrinology, Medical University of Sofia, 2, Zdrave Str, 1431, Sofia, Bulgaria
| | - Leszek Czupryniak
- Department of Diabetology and Internal Medicine, Medical University of Warsaw, Banacha 1a, 02-097, Warsaw, Poland
| | - Adam G Tabák
- 1st Department of Medicine, Semmelweis University Faculty of Medicine, 2/a Korányi S. Str, 1083, Budapest, Hungary
| | - Martin Prazny
- 3rd Department of Internal Medicine, 1st Faculty of Medicine, Charles University in Prague, Prague, Czech Republic
| | - Emil Martinka
- Department of Diabetology, National Institute for Endocrinology and Diabetology, Kollarova 2/283, 034 91, Lubochna, Slovakia
| | - Lea Smircic-Duvnjak
- Vuk Vrhovac University Clinic-UH Merkur, School of Medicine, University of Zagreb, Dugi dol 4A, Zagreb, Croatia
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Kim K, Unni S, Brixner DI, Thomas SM, Olsen CJ, Sterling KL, Mitchell M, McAdam‐Marx C. Longitudinal changes in glycated haemoglobin following treatment intensification after inadequate response to two oral antidiabetic agents in patients with type 2 diabetes. Diabetes Obes Metab 2019; 21:1725-1733. [PMID: 30848039 PMCID: PMC6618330 DOI: 10.1111/dom.13694] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Revised: 03/01/2019] [Accepted: 03/02/2019] [Indexed: 11/30/2022]
Abstract
AIMS To identify change in glycated haemoglobin (HbA1c) for 1 year after treatment intensification in patients with HbA1c >53 mmol/mol (7.0%) while on two classes of oral antidiabetic drugs (OADs). MATERIAL AND METHODS A retrospective cohort study was conducted using a regional health plan claims database for the period January 1, 2010 to March 31, 2017. Patients with type 2 diabetes (T2DM) whose treatment was intensified with insulin, a glucagon-like peptide-1 receptor agonist or a third OAD within 365 days of having HbA1c ≥53 mmol/mol (7.0%) on two OADs were included. The HbA1c trajectory for 1 year after intensification was estimated using a mixed-effects regression model. RESULTS The analysis included 1226 patients with a mean ± SD HbA1c at treatment intensification of 74.2 ± 18.7 mmol/mol (8.93 ± 1.7%). HbA1c was higher in the insulin group (74.2 mmol/mol) than in the non-insulin group (70.6 mmol/mol), as was the HbA1c decrease (P < 0.01) over the 1-year follow-up, particularly in patients with baseline HbA1c >9%. After intensification, insulin- and non-insulin-treated patients achieved an average change by month in HbA1c of -4.7 mmol/mol and -2.6 mmol/mol points, respectively. The analysis predicted HbA1c to be the lowest at 6 to 10 months post intensification, depending on intensification treatment and HbA1c at intensification; however, on average, HbA1c remained above 64.0 mmol/mol (8.0%). CONCLUSION In patients with T2DM, intensification following an HbA1c value ≥53 mmol/mol (7.0%) while on two OADs was associated with a significant improvement in glycaemic control. Patients intensified with insulin had a higher baseline HbA1c but greater HbA1c reduction than those intensified with a non-insulin agent. However, HbA1c remained above 64 mmol/mol (8.0%) overall. Additional opportunity exists to further intensify therapy to improve glycaemic control.
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Affiliation(s)
- Kibum Kim
- Pharmacotherapy Outcomes Research Center and Department of PharmacotherapyUniversity of UtahSalt Lake CityUtah
| | - Sudhir Unni
- Pharmacotherapy Outcomes Research Center and Department of PharmacotherapyUniversity of UtahSalt Lake CityUtah
| | - Diana I. Brixner
- Pharmacotherapy Outcomes Research Center and Department of PharmacotherapyUniversity of UtahSalt Lake CityUtah
| | - Sheila M. Thomas
- Global Health Economics and Value Assessment, Sanofi Inc.BridgewaterNew Jersey
| | | | | | | | - Carrie McAdam‐Marx
- Pharmacotherapy Outcomes Research Center and Department of PharmacotherapyUniversity of UtahSalt Lake CityUtah
- Pharmaceutical Evaluation and Policy DivisionUniversity of Arkansas for Medical SciencesLittle RockArkansas
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