Cost-effectiveness of first-line versus delayed use of combination dapagliflozin and metformin in patients with type 2 diabetes
Open accessAbstract
The present study sought to evaluate the cost-effectiveness of first-line (immediate) versus delayed use of combination dapagliflozin and metformin in patients with type 2 diabetes, from the perspective of the Australian healthcare system. We developed a Markov model to simulate the progress of subjects with type 2 diabetes. Decision analysis was applied to assess the cost-effectiveness of first-line combination dapagliflozin and metformin versus first-line metformin monotherapy followed by gradual addition of dapagliflozin over time. Transition probabilities, costs (in Australian dollars) and utility data were derived from published sources. All costs, years of life lived and quality adjusted life years (QALYs) lived were discounted at an annual rate of 5%. Over a 20-year model period, first-line use of combination dapagliflozin and metformin was predicted to reduce the onset of hospitalisation of heart failure, cardiovascular deaths and all cause deaths by 5.5%, 57.6% and 29.6%, respectively. An additional 2.5 years of life (discounted) and 1.9 QALYs (discounted) would be gained per patient, at a cost of AUD $23,367 (discounted) per person. These figures equated to AUD $9,535 per years of life saved (YoLS) and AUD $12,477 per QALYs saved. Sensitivity analyses indicated the results to be robust. Compared to first-line metformin monotherapy followed by gradual addition of dapagliflozin, first-line use of combination dapagliflozin and metformin is likely to be a cost-effective approach to the management of Australians with type 2 diabetes mellitus.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Economic models have found use of SGLT2i to be a cost-effective strategy among patients with T2D based on its cardiovascular benefits.
“Economic models have found use of SGLT2i to be a cost-effective strategy among patients with T2D based on its cardiovascular bene fi ts.”
From KDIGO 2022 Clinical Practice Guideline for Diabetes Management in Chronic Kidney Disease (2022) · cites this paper as [137]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
The citation lists haven’t been fetched yet
References 47 · Cited by 23
Research works printed but not linked: 37
- [2]Levelt E Gulsin G Neubauer S McCann GP Diabetic cardiomyopathy: pathophysiology and potential metabolic interventions state of the art review Eur J Endocrinol 2018 178 R127 R139 10.1530/EJE-17-0724 29440374 PMC5863473 · DOI
- [4]Herman WH Cohen RM Racial and ethnic differences in the relationship between HbA1c and blood glucose: Implications for the diagnosis of diabetes J Clin Endocrinol Metab 2012 97 1067 1072 10.1210/jc.2011-1894 22238408 PMC3319188 · DOI
- [5]Adams AS Medication adherence and racial differences in A1C control Diabetes Care 2008 31 916 921 10.2337/dc07-1924 18235050 PMC2563955 · DOI
- [7]Blonde L Gaps and barriers in the control of blood glucose in people with type 2 diabetes Diab Vasc Dis Res 2017 14 172 183 10.1177/1479164116679775 28467203 PMC5418936 · DOI
- [8]American Diabetes Association Standards of medical care in diabetes - 2018 Diabetes Care 2018 41 S1 S159 10.2337/dci18-0007 29222369 · DOI · Paper page
- [9]Garber AJ Consensus statement by the American Association of Clinical Endocrinologists and American College of Endocrinology on the comprehensive type 2 diabetes management algorithm - 2018 executive summary Endocr Pract 2018 24 91 120 10.4158/CS-2017-0153 29368965 · DOI
- [10]Gunton JE Cheung NW Davis TME Zoungas S Colagiuri S A new blood glucose management algorithm for type 2 diabetes: A position statement of the Australian Diabetes Society MJA 2014 201 650 653 25495309
- [11]Gunton, J. E., Cheung, N. W., Davis, T. M. E., Colagiuri, S. & Zoungas, S. A new blood glucose management algorithm for type 2 diabetes: A position statement of the Australian Diabetes Society. Updated December 2018. Available at, https://diabetessociety.com.au/position-statements.aspAccessed on (June 12, 2018). 25495309
- [12]Neal B Canagliflozin and cardiovascular and renal events in type 2 diabetes N Engl J Med 2017 377 644 657 10.1056/NEJMoa1611925 28605608 · DOI · Paper page
- [14]Birkeland KI Cardiovascular mortality and morbidity in patients with type 2 diabetes following initiation of sodium-glucose co-transporter-2 inhibitors versus other glucose-lowering drugs (CVD-REAL Nordic): a multinational observational analysis Lancet Diabetes Endocrinol 2017 15 709 717 10.1016/S2213-8587(17)30258-9 28781064 · DOI
- [15]Wiviott SD Dapagliflozin and cardiovascular outcomes in type 2 diabetes N Engl J Med 2019 380 347 357 10.1056/NEJMoa1812389 30415602 · DOI · Paper page
- [16]Kosiborod M Cardiovascular events associated with SGLT-2 inhibitors versus other glucose-lowering drugs: The CVD-REAL 2 Study J Am Coll Cardiol 2018 71 2628 2639 10.1016/j.jacc.2018.03.009 29540325 · DOI
- [18]Mellish L The Australian Pharmaceutical Benefits Scheme data collection: a practical guide for researchers BMC Res Notes 2015 8 634 10.1186/s13104-015-1616-8 26526064 PMC4630883 · DOI
- [19]Ofori-Asenso, R. et al. Patterns of statin use and long-term adherence and persistence among older adults with diabetes. J Diabetes, 10.1111/1753-0407.12769 [Epub ahead of print] (2018). 29658177 · DOI
- [20]Zhao Y Condon J Lawton P He V Cadilhac DA Lifetime direct costs of stroke for indigenous patients adjusted for comorbidities Neurology 2016 87 458 465 10.1212/WNL.0000000000002908 27371489 · DOI
- [23]Steg PG One-year cardiovascular event rates in outpatients with atherothrombosis JAMA 2007 297 1197 1206 10.1001/jama.297.11.1197 17374814 · DOI · Paper page
- [25]Lee CMY The cost of diabetes in adults in Australia Diabetes Res Clin Pract 2013 99 385 390 10.1016/j.diabres.2012.12.002 23298663 · DOI
- [28]Ademi Z Pasupathi K Krum H Liew D Cost Effectiveness of eplerenone in patients with chronic heart failure Am J Cardiovasc Drugs 2014 14 209 216 10.1007/s40256-014-0066-3 24610254 · DOI
- [30]Briggs AH Health-related quality-of-life implications of cardiovascular events in individuals with type 2 diabetes mellitus: A subanalysis from the Saxagliptin Assessment of Vascular Outcomes Recorded in Patients with Diabetes Mellitus (SAVOR)-TIMI 53 trial Diabetes Res Clin Pract 2017 130 24 33 10.1016/j.diabres.2016.12.019 28554140 · DOI
- [31]Briggs AH Gray AM Handling uncertainty in economic evaluations of healthcare interventions BMJ 1999 319 635 638 10.1136/bmj.319.7210.635 10473486 PMC1116497 · DOI
- [33]Tzanetakos C Tentolouris N Kourlaba G Maniadakis N Cost-effectiveness of dapagliflozin as add-on to metformin for the treatment of type 2 diabetes mellitus in Greece Clin Drug Investig 2016 36 649 659 10.1007/s40261-016-0410-2 27221806 · DOI
- [34]Sabale U Ekman M Granström O Bergenheim K McEwan P Cost-effectiveness of dapagliflozin (Forxiga®) added to metformin compared with sulfonylurea added to metformin in type 2 diabetes in the Nordic countries Prim Care Diabetes 2015 9 39 47 10.1016/j.pcd.2014.04.007 24840612 · DOI
- [35]Charokopou M Cost-effectiveness of dapagliflozin versus DPP-4 inhibitors as an add-on to metformin in the treatment of type 2 diabetes mellitus from a UK Healthcare System Perspective BMC Health Serv Res 2015 15 496 10.1186/s12913-015-1139-y 26541516 PMC4635987 · DOI
- [36]Nguyen E Coleman CI Nair S Weeda ER Cost-utility of empagliflozin in patients with type 2 diabetes at high cardiovascular risk J Diabetes Complications 2018 32 210 215 10.1016/j.jdiacomp.2017.10.006 29157870 · DOI
- [37]Neslusan C Cost-effectiveness of canagliflozin versus sitagliptin as add-on to metformin in patients with type 2 diabetes mellitus in Mexico Value Health Reg Issues 2015 8 8 19 10.1016/j.vhri.2015.01.002 29698175 · DOI
- [38]Owens DR Monnier L Barnett AH Future challenges and therapeutic opportunities in type 2 diabetes: Changing the paradigm of current therapy Diabetes Obes Metab 2017 19 1339 1352 10.1111/dom.12977 28432748 PMC5637910 · DOI
- [39]Mannucci E Monami M Lamanna C Gori F Marchionni N Prevention of cardiovascular disease through glycemic control in type 2 diabetes: A meta-analysis of randomized clinical trials Nutr Metab Cardiovasc Dis 2009 19 604 612 10.1016/j.numecd.2009.03.021 19427768 · DOI
- [40]Ray KK Effect of intensive control of glucose on cardiovascular outcomes and death in patients with diabetes mellitus: a meta-analysis of randomised controlled trials Lancet 2009 373 1765 1772 10.1016/S0140-6736(09)60697-8 19465231 · DOI · Paper page
- [41]Turnbull FM Intensive glucose control and macrovascular outcomes in type 2 diabetes Diabetologia 2009 52 2288 2298 10.1007/s00125-009-1470-0 19655124 · DOI · Paper page
- [43]Zoungas S Association of HbA1c levels with vascular complications and death in patients with type 2 diabetes: evidence of glycaemic thresholds Diabetologia 2012 55 636 643 10.1007/s00125-011-2404-1 22186981 · DOI · Paper page
- [44]Zhang Y Hu G Yuan Z Chen L Glycosylated hemoglobin in relationship to cardiovascular outcomes and death in patients with type 2 diabetes: A systematic review and meta-analysis PLoS ONE 2012 7 e42551 10.1371/journal.pone.0042551 22912709 PMC3415427 · DOI
- [45]Johansen K Efficacy of metformin in the treatment of NIDDM Diabetes Care 1999 22 33 37 10.2337/diacare.22.1.33 10333900 · DOI
- [46]Turner RC Cull CA Frighi V Holman RR & for the UK Prospective Diabetes Study (UKPDS) Group. Glycemic control with diet, sulfonylurea, metformin, or insulin in patients with type 2 diabetes mellitus: Progressive requirement for multiple therapies (UKPDS 49) JAMA 1999 281 2005 2012 10.1001/jama.281.21.2005 10359389 · DOI · Paper page
- [47]Kahn SE Glycemic durability of rosiglitazone, metformin, or glyburide monotherapy N Engl J Med 2006 355 2427 2443 10.1056/NEJMoa066224 17145742 · DOI · Paper page
- [48]Rajpathak SN Rajgopalan S Engel SS Impact of time to treatment intensification on glycemic goal attainment among patients with type 2 diabetes failing metformin monotherapy J Diabetes Complications 2014 28 831 835 10.1016/j.jdiacomp.2014.06.004 25104238 · DOI
- [49]Marx N McGuire DK Sodium-glucose cotransporter-2 inhibition for the reduction of cardiovascular events in high-risk patients with diabetes mellitus Eur Heart J 2016 37 3192 3200 10.1093/eurheartj/ehw110 27153861 · DOI
- [50]Ryan, P. B. et al. Comparative effectiveness of canagliflozin, SGLT2 inhibitors and non-SGLT2 inhibitors on the risk of hospitalization for heart failure and amputation in patients with type 2 diabetes mellitus: A real-world meta-analysis of 4 observational databases (OBSERVE-4D). Diabetes Obes Metab, In press, 10.1111/dom.13424 [Epub ahead of print] (2018). PMC6220807 29938883 · DOI
- Authors
- Chin, K. L., Ofori-Asenso, R., Si, S., Hird, T. R., Magliano, D. J., Zoungas, S., & Liew, D.
- Affiliations
- The University of Melbourne (AU)
- Monash University (AU)
- Baker Heart and Diabetes Institute (AU)
- The George Institute for Global Health (AU)
- Corresponding author
- Liew, Danny
- Venue
- Scientific Reports
- Published
- 2019-03-01
- Volume
- 9
- Issue
- 1
- Pages
- 3256-3256
- ISSN
- 2045-2322 (ISSN-L)
- PMC
- PMC6397228
- OpenAlex
- W2916474915
- Cited by
- 23
- References
- 47
- Citations by year
- 2026: 3 · 2025: 1 · 2024: 4 · 2023: 2 · 2022: 3 · 2021: 4 · 2020: 5 · 2019: 1
- FWCI
- 2.64
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Scientific Reports (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, other-oa)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Monash University Research Portal (Monash University) (submittedVersion, cc-by)
- Minerva Access (University of Melbourne) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Health Systems, Economic Evaluations, Quality of Life
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Heart Failure Treatment and Management
- Keywords
- type 2 diabetes, dapagliflozin, metformin, combination therapy, first-line therapy, delayed treatment initiation, cost-effectiveness, quality-adjusted life years, heart failure hospitalization, cardiovascular mortality, all-cause mortality, Markov model, Australian health system
- MeSH terms
- Benzhydryl Compounds, Cost-Benefit Analysis, Diabetes Mellitus, Type 2, Drug Therapy, Combination, Glucosides, Humans, Metformin, Probability
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review