Glycaemic control in patients with type 2 diabetes initiating second-line therapy: Results from the global DISCOVER study programme

Kamlesh Khunti, Hungta Chen, Javier Cid-Ruzafa, Peter Fenici, Marilia B Gomes, Niklas Hammar, Linong Ji, Mikhail Kosiborod, Stuart Pocock, Marina V Shestakova, Iichiro Shimomura, Fengming Tang, Hirotaka Watada, Antonio Nicolucci, DISCOVER investigators, Kamlesh Khunti, Hungta Chen, Javier Cid-Ruzafa, Peter Fenici, Marilia B Gomes, Niklas Hammar, Linong Ji, Mikhail Kosiborod, Stuart Pocock, Marina V Shestakova, Iichiro Shimomura, Fengming Tang, Hirotaka Watada, Antonio Nicolucci, DISCOVER investigators

Abstract

Aim: To assess glycaemic control and factors associated with poor glycaemic control at initiation of second-line therapy in the DISCOVER programme.

Materials and methods: DISCOVER (NCT02322762 and NCT02226822) comprises two similar prospective observational studies of 15 992 people with type 2 diabetes (T2D) initiating second-line glucose-lowering therapy in 38 countries across six regions (Africa, Americas, South-East Asia, Eastern Mediterranean, Europe and Western Pacific). Data were collected using a standardized case report form. Glycated haemoglobin (HbA1c) levels were measured according to standard clinical practice in each country, and factors associated with poor glycaemic control (HbA1c >8.0%) were evaluated using hierarchical regression models.

Results: HbA1c levels were available for 80.9% of patients (across-region range [ARR] 57.5%-97.5%); 92.2% (ARR 59.2%-99.1%) of patients had either HbA1c or fasting plasma glucose levels available. The mean HbA1c was 8.3% (ARR 7.9%-8.7%). In total, 26.7% of patients had an HbA1c level ≥9.0%, with the highest proportions in South-East Asia (35.6%). Factors associated with having HbA1c >8.0% at initiation of second-line therapy included low education level, low country income, and longer time since T2D diagnosis.

Conclusions: The poor levels of glycaemic control at initiation of second-line therapy suggest that intensification of glucose-lowering treatment is delayed in many patients with T2D. In some countries, HbA1c levels are not routinely measured. These findings highlight an urgent need for interventions to improve monitoring and management of glycaemic control worldwide, particularly in lower-middle- and upper-middle-income countries.

Keywords: glycaemic control; observational study; type 2 diabetes.

Conflict of interest statement

K.K., M.B.G., L.J, M.K, S.P., M.V.S., I.S., H.W. and A.N. are members of the DISCOVER Scientific Committee, and received support from AstraZeneca to attend DISCOVER planning and update meetings. N.A., P.F. and S.K. are employees of AstraZeneca. N.H. is a former employee of AstraZeneca. J.C.R. is an employee of Evidera. In addition, K.K. has received honoraria from AstraZeneca, Boehringer Ingelheim, Eli Lilly, Janssen, Merck Sharp & Dohme, Novartis, Novo Nordisk, Roche and Sanofi, and research support from AstraZeneca, Boehringer Ingelheim, Eli Lilly, Janssen, Merck Sharp & Dohme, Novartis, Novo Nordisk, Roche and Sanofi, and also acknowledges support from the National Institute for Health Research Collaboration for Leadership in Applied Health Research and Care – East Midlands (NIHR CLAHRC – EM) and the National Institute of Health Research (NIHR) Leicester Biomedical Research Centre. M.B.G. has received honoraria from Merck‐Serono. L.J. has received honoraria from Eli Lilly, Bristol‐Myers Squibb, Novartis, Novo Nordisk, Merck, Bayer, Merck Sharp & Dohme, Takeda, Sanofi, Roche, Boehringer Ingelheim and AstraZeneca, and research support from Roche, Sanofi, Merck Sharp & Dohme, AstraZeneca, Novartis, Eli Lilly and Bristol‐Myers Squibb. M.K. has received honoraria from Amgen, Applied Therapeutics, AstraZeneca, Bayer, Boehringer Ingelheim, GlaxoSmithKline, Intarcia, Janssen, Novartis, Novo Nordisk, Glytec Systems, Merck (Diabetes) and Sanofi, and research support from AstraZeneca and Boehringer Ingelheim. S.P. has received honoraria from AstraZeneca. M.V.S. has received honoraria from Eli Lilly, Merck Sharp & Dohme, Sanofi, Novo Nordisk, Boehringer Ingelheim and AstraZeneca, and research support from Sanofi. I.S. has received honoraria from Astellas Pharma, AstraZeneca, Boehringer Ingelheim, Kowa, Merck Sharp & Dohme, Mitsubishi Tanabe Pharma, Novo Nordisk, Ono Pharmaceutical, Sanwa Kagaku Kenkyusho and Takeda Pharmaceutical, and research support from Astellas Pharma, AstraZeneca, Daiichi Sankyo, Eli Lilly, Japan Foundation for Applied Enzymology, Japan Science and Technology Agency, Kowa, Kyowa Hakko Kirin, Midori Health Management Center, Mitsubishi Tanabe Pharma, Novo Nordisk, Ono Pharmaceutical, Sanofi, Suzuken Memorial Foundation and Takeda Pharmaceutical. F.T. has received research support from AstraZeneca. H.W. has received honoraria from Boehringer Ingelheim, Daiichi Sankyo, Dainippon Sumitomo Pharma, Eli Lilly, Kowa, Merck Sharp & Dohme, Novo Nordisk, Novartis, Ono Pharmaceutical, Sanofi, Sanwa Kagaku Kenkyusho, Takeda, Astellas Pharma, Mitsubishi Tanabe Pharma, AstraZeneca, Kyowa Hakko Kirin and Kissei Pharma, and research support from AstraZeneca, Boehringer Ingelheim, Daiichi Sankyo, Dainippon Sumitomo Pharma, Eli Lilly, Kissei Pharma, Merck Sharp & Dohme, Mitsubishi Tanabe Pharma, Mochida Pharmaceutical, Novartis, Novo Nordisk, Pfizer, Sanofi, Sanwa Kagaku Kenkyusho, Takeda, Terumo Corp, Astellas Pharma, Abbott, Ono Pharmaceutical, Kyowa Hakko Kirin, Kowa, Johnson & Johnson, Taisho Toyama Pharmaceutical, Nitto Boseki, Bayer, Bristol‐Myers Squibb and Benefit one Health care. A.N. has received honoraria from Novo Nordisk, Medtronic, AstraZeneca and Eli Lilly, and research support from Novo Nordisk, Sanofi‐Aventis, Artsana and Dexcom.

© 2019 The Authors. Diabetes, Obesity and Metabolism published by John Wiley & Sons Ltd.

Figures

Figure 1
Figure 1
Proportions of patients in different glycated haemoglobin ranges at initiation of second‐line therapy. UAE, United Arab Emirates
Figure 2
Figure 2
Multivariate analysis of factors associated with poor glycaemic control defined as glycated haemoglobin (HbA1c) >8.0%. †The plot shows odds ratios, adjusted for all variables in the figure, using a hierarchical logistic model as described in the methods. HbA1c is modelled as a dichotomous variable. ‡Includes nephropathy (presence of chronic kidney disease and/or albuminuria), retinopathy (history of retinopathy or retinal laser photocoagulation), and neuropathy (autonomic neuropathy, peripheral neuropathy, and erectile dysfunction). §Includes coronary artery disease (history of coronary artery disease, angina, myocardial infarction, percutaneous coronary intervention, and coronary artery bypass grafting), cerebrovascular disease (stroke, transient ischaemic attack, carotid artery stenting, and carotid endarterectomy), peripheral artery disease (history of peripheral artery disease including revascularization procedures, diabetic foot, and amputation), heart failure, and implantable cardioverter defibrillator use. ¶Categorized using the 2016 World Bank classification. ACE, angiotensin‐converting enzyme; ARB, angiotensin receptor blocker; ASA, acetylsalicylic acid; BMI, body mass index; CI, confidence interval; DPP‐4, dipeptidyl peptidase‐4; MET, metformin; mono, monotherapy; OR, odds ratio; SBP, systolic blood pressure; SU, sulphonylureas; T2D, type 2 diabetes

References

    1. Stratton IM, Adler AI, Neil HA, et al. Association of glycaemia with macrovascular and microvascular complications of type 2 diabetes (UKPDS 35): prospective observational study. BMJ. 2000;321:405‐412.
    1. Inzucchi SE, Bergenstal RM, Buse JB, et al. Management of hyperglycaemia in type 2 diabetes, 2015: a patient‐centred approach. Update to a position statement of the American Diabetes Association and the European Association for the Study of Diabetes. Diabetologia. 2015;58:429‐442.
    1. Chinese Diabetes Society . Chinese guideline for type 2 diabetes prevention (2013). Chin J Diabetes. 2014;22:2‐42.
    1. Holman RR, Paul SK, Bethel MA, Matthews DR, Neil HA. 10‐year follow‐up of intensive glucose control in type 2 diabetes. N Engl J Med. 2008;359:1577‐1589.
    1. Abdul‐Ghani MA, Puckett C, Triplitt C, et al. Initial combination therapy with metformin, pioglitazone and exenatide is more effective than sequential add‐on therapy in subjects with new‐onset diabetes. Results from the Efficacy and Durability of Initial Combination Therapy for Type 2 Diabetes (EDICT): a randomized trial. Diabetes Obes Metab. 2015;17:268‐275.
    1. American Diabetes Association . Standards of medical care in diabetes – 2017. Diabetes Care. 2017;40(Suppl 1):S1‐S132.
    1. Garber AJ, Abrahamson MJ, Barzilay JI, et al. AACE/ACE comprehensive diabetes management algorithm 2015. Endocr Pract. 2015;21:438‐447.
    1. Qaseem A, Humphrey LL, Sweet DE, Starkey M, Shekelle P. Oral pharmacologic treatment of type 2 diabetes mellitus: a clinical practice guideline from the American College of Physicians. Ann Intern Med. 2012;156:218‐231.
    1. International Diabetes Federation . Global guideline for type 2 diabetes. 2012. . Accessed July 31, 2019.
    1. Davies MJ, D'Alessio DA, Fradkin J, et al. Management of hyperglycemia in type 2 diabetes, 2018. A consensus report by the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD). Diabetes Care. 2018;41:2669‐2701.
    1. Chan JC, Gagliardino JJ, Baik SH, et al. Multifaceted determinants for achieving glycemic control: the International Diabetes Management Practice Study (IDMPS). Diabetes Care. 2009;32:227‐233.
    1. Juarez DT, Ma C, Kumasaka A, Shimada R, Davis J. Failure to reach target glycated A1C levels among patients with diabetes who are adherent to their antidiabetic medication. Popul Health Manag. 2014;17:218‐223.
    1. Kibirige D, Atuhe D, Sebunya R, Mwebaze R. Suboptimal glycaemic and blood pressure control and screening for diabetic complications in adult ambulatory diabetic patients in Uganda: a retrospective study from a developing country. J Diabetes Metab Disord. 2014;13:40.
    1. Stark Casagrande S, Fradkin JE, Saydah SH, Rust KF, Cowie CC. The prevalence of meeting A1C, blood pressure, and LDL goals among people with diabetes, 1988‐2010. Diabetes Care. 2013;36:2271‐2279.
    1. Khunti K, Wolden ML, Thorsted BL, Andersen M, Davies MJ. Clinical inertia in people with type 2 diabetes: a retrospective cohort study of more than 80,000 people. Diabetes Care. 2013;36:3411‐3417.
    1. Khunti K, Gomes MB, Pocock S, et al. Therapeutic inertia in the treatment of hyperglycaemia in patients with type 2 diabetes: a systematic review. Diabetes Obes Metab. 2018;20:427‐437.
    1. Ji L, Bonnet F, Charbonnel B, et al. Towards an improved global understanding of treatment and outcomes in people with type 2 diabetes: rationale and methods of the DISCOVER observational study program. J Diabetes Complications. 2017;31:1188‐1196.
    1. Katakami N, Mita T, Takahara M, et al. Rationale and design for the J‐DISCOVER study: DISCOVERing the treatment reality of type 2 diabetes in a real‐world setting in Japan ‐ A protocol. Diabetes Ther. 2018;9:165‐175.
    1. Rathmann W, Medina J, Kosiborod M, et al. The DISCOVER study: diversity of sites, physicians, and patients. Pharmacoepidemiol Drug Saf. 2018;27:228.
    1. World Bank . Classification of country income (2016). . Accessed July 31, 2019.
    1. Kosiborod M, Gomes MB, Nicolucci A, et al. Vascular complications in patients with type 2 diabetes: prevalence and associated factors in 38 countries (the DISCOVER study program). Cardiovasc Diabetol. 2018;17:150.
    1. de Pablos‐Velasco P, Parhofer KG, Bradley C, et al. Current level of glycaemic control and its associated factors in patients with type 2 diabetes across Europe: data from the PANORAMA study. Clin Endocrinol (Oxf). 2014;80:47‐56.
    1. Paul SK, Klein K, Thorsted BL, Wolden ML, Khunti K. Delay in treatment intensification increases the risks of cardiovascular events in patients with type 2 diabetes. Cardiovasc Diabetol. 2015;14:100.
    1. Shaya FT, Yan X, Lin PJ, et al. US trends in glycemic control, treatment, and comorbidity burden in patients with diabetes. J Clin Hypertens. 2010;12:826‐832.
    1. Shah SN, Litwak L, Haddad J, Chakkarwar PN, Hajjaji I. The A1chieve study: a 60 000‐person, global, prospective, observational study of basal, meal‐time, and biphasic insulin analogs in daily clinical practice. Diabetes Res Clin Pract. 2010;88(Suppl 1):S11‐S16.
    1. Valensi P, Benroubi M, Borzi V, et al. The IMPROVE study–a multinational, observational study in type 2 diabetes: baseline characteristics from eight national cohorts. Int J Clin Pract. 2008;62:1809‐1819.
    1. International Diabetes Federation . IDF Diabetes Atlas. 8th ed. 2017. . Accessed July 31, 2019.
    1. Gomes MB, Gianella D, Faria M, et al. Prevalence of Type 2 diabetic patients within the targets of care guidelines in daily clinical practice: a multi‐center study in Brazil. Rev Diabet Stud. 2006;3:82‐87.
    1. Chow CK, Ramasundarahettige C, Hu W, et al. Availability and affordability of essential medicines for diabetes across high‐income, middle‐income, and low‐income countries: a prospective epidemiological study. Lancet Diabetes Endocrinol. 2018;6:798‐808.
    1. Khunti K, Davies MJ. Clinical inertia‐Time to reappraise the terminology? Prim Care Diabetes. 2017;11:105‐106.
    1. Bianchi C, Daniele G, Dardano A, Miccoli R, Del Prato S. Early combination therapy with oral glucose‐lowering agents in type 2 diabetes. Drugs. 2017;77:247‐264.
    1. Lipska KJ, Yao X, Herrin J, et al. Trends in drug utilization, glycemic control, and rates of severe hypoglycemia, 2006‐2013. Diabetes Care. 2017;40:468‐475.
    1. El‐Kebbi IM, Cook CB, Ziemer DC, Miller CD, Gallina DL, Phillips LS. Association of younger age with poor glycemic control and obesity in urban African Americans with type 2 diabetes. Arch Intern Med. 2003;163:69‐75.
    1. Flatz A, Casillas A, Stringhini S, Zuercher E, Burnand B, Peytremann‐Bridevaux I. Association between education and quality of diabetes care in Switzerland. Int J Gen Med. 2015;8:87‐92.
    1. Alzaheb RA, Altemani AH. The prevalence and determinants of poor glycemic control among adults with type 2 diabetes mellitus in Saudi Arabia. Diabetes Metab Syndr Obes. 2018;11:15‐21.
    1. Yousefzadeh G, Shokoohi M, Najafipour H. Inadequate control of diabetes and metabolic indices among diabetic patients: a population based study from the Kerman Coronary Artery Disease Risk Study (KERCADRS). Int J Health Policy Manag. 2014;4:271‐277.
    1. Group AC , Patel A, MacMahon S, et al. Intensive blood glucose control and vascular outcomes in patients with type 2 diabetes. N Engl J Med. 2008;358:2560‐2572.
    1. Guan X, Zheng L, Sun G, et al. The changing relationship between HbA1c and FPG according to different FPG ranges. J Endocrinol Invest. 2016;39:523‐528.

Source: PubMed

3
Předplatit