Comparative effectiveness and safety of different basal insulins in a real-world setting
Open accessAbstract
Aims: To compare glucose control and safety of different basal insulin therapies ( BI , including I nsulin NPH , glargine and detemir) in real‐world clinical settings based on a large‐scale registry study. Methods: In this multi‐center 6‐month prospective observational study, patients with type 2 diabetes ( HbA1c ≥ 7%) who were uncontrolled by oral anti‐diabetic drugs ( OADs ) and were willing to initiate BI therapy were enrolled from 209 hospitals within 8 regions of C hina. Type and dose of BI were at the physician's discretion and the patients’ willingness. Interviews were conducted at 0 months (visit 1), 3 months (visit 2) and 6 months (visit 3). Outcomes included change in HbA1c , hypoglycemia rate and body weight from baseline at 6 months. Results: A total of 16 341 and 9002 subjects were involved in I ntention‐ T o‐ T reat ( ITT ) and per‐protocol ( PP ) analysis, respectively. After PS regression adjustment, ITT analysis showed that reduction in HbA1c in glargine (2.2% ± 2.1%) and detemir groups (2.2% ± 2.1%) was higher than that in the NPH group (2.0% ± 2.2%) ( P < .01). The detemir group had the lowest weight gain (−0.1 ± 2.9 kg) compared with the glargine (+0.1 ± 3.0 kg) and NPH (+0.3 ± 3.1 kg) groups ( P < .05). The glargine group had the lowest rate of minor hypoglycaemia, while there was no difference in severe hypoglycaemia among the 3 groups. The results observed in PP analyses were consistent with those in ITT analysis. Conclusion: In a real‐world clinical setting in C hina, treatment with long‐acting insulin analogues was associated with better glycaemic control, as well as less hypoglycaemia and weight gain than treatment with NPH insulin in type 2 diabetes patients. However, the clinical relevance of these observations must be interpreted with caution.
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Studies of insulin users involved mostly persons with type 1 diabetes.
“Studies of insulin users involved mostly persons with T1D,”
From American Association of Clinical Endocrinology Clinical Practice Guideline: Developing a Diabetes Mellitus Comprehensive Care Plan-2022 Update. (2022) · cites this paper as [1065]
The Patient Population section says this study enrolled people with established type 2 diabetes, not type 1 diabetes. The Introduction also describes insulin trials and observational studies in people with type 2 diabetes; it does not characterize the studies it discusses as mostly involving people with type 1 diabetes. (LLM, conf=0.86)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measuredUsing a basal insulin analog as the only insulin for type 2 diabetes is associated with considerably lower hypoglycemia rates than older insulin preparations or basal-bolus treatment.
“but the use of a basal insulin analog as the sole administered insulin for T2D is associated with considerably lower hypoglycemia rates than older insulin preparations or the use of basal-bolus treatment.1065”
From American Association of Clinical Endocrinology Clinical Practice Guideline: Developing a Diabetes Mellitus Comprehensive Care Plan-2022 Update. (2022) · cites this paper as [1065]
The Discussion (page not supplied) reports significantly lower documented symptomatic and overall hypoglycemia with glargine or detemir than with NPH insulin; it also says the analysis of patients continuing basal insulin alone was consistent. The paper does not compare basal-only treatment with basal-bolus treatment, and it found no significant difference in severe hypoglycemia among the basal insulin groups. (LLM, conf=0.88)
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Cites
Riddle (2003) · doi:10.2337/diacare.26.11.3080 · Cited by 1,479 · see citing works
Seaquist, E. R., Anderson, J., Childs, B., Cryer, P., Dagogo-Jack, S., Fish, L., Heller, S. R., Rodriguez, H., Rosenzweig, J., & Vigersky, R. (2013) · Diabetes Care · doi:10.2337/dc12-2480 · Cited by 1,389 · cited 2× · see citing works
“Hypoglycaemia was classified as severe or minor (documented symptomatic, asymptomatic, probable symptomatic and pseudo hypoglycaemia) according to recommendations of the American Diabetes Association.(23) Unlike data from visit 3, most FPG and HbA1c data at visit 2 were self-reported.”
MethodGlobal guideline for type 2 diabetes
(2014) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2012.10.001 · Cited by 1,064 · see citing works
Standards of Medical Care in Diabetes—2015 Abridged for Primary Care Providers
American Diabetes Association (2015) · Clinical Diabetes · doi:10.2337/diaclin.33.2.97 · Cited by 919 · see citing works
Three-year efficacy of complex insulin regimens in type 2 diabetes
Holman, R. R., Farmer, A. J., Davies, M. J., Levy, J. C., Darbyshire, J. L., Keenan, J. F., & Paul, S. K. (2009) · New England Journal of Medicine · doi:10.1056/nejmoa0905479 · Cited by 667 · see citing works
Self-citationRosenstock, J., Davies, M., Home, P. D., Larsen, J., Koenen, C., & Schernthaner, G. (2008) · Diabetologia · doi:10.1007/s00125-007-0911-x · Cited by 447 · see citing works
Horvath, K., Jeitler, K., Berghold, A., Ebrahim, S. H., Gratzer, T. W., Plank, J., Kaiser, T., Pieber, T. R., & Siebenhofer, A. (2007) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd005613.pub3 · Cited by 366 · see citing works
Garber, A. J., Abrahamson, M. J., Barzilay, J. I., Blonde, L., Bloomgarden, Z. T., Bush, M. A., Dagogo-Jack, S. E., Davidson, M., EINHORN, D. F., Garvey, W. T., et al. (2013) · Endocrine Practice · doi:10.4158/ep13176.cs · Cited by 280 · see citing works
Long-acting insulin analogues versus NPH human insulin in type 2 diabetes
Monami, M., Marchionni, N., & Mannucci, E. (2008) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2008.04.007 · Cited by 211 · see citing works
Importance of Observational Studies in Clinical Practice
Ligthelm, R. J., Borzı̀, V., Gumprecht, J., Kawamori, R., Wenying, Y., & Valensi, P. E. (2007) · Clinical Therapeutics · doi:10.1016/j.clinthera.2007.07.004 · Cited by 185 · see citing works
On regression adjustment for the propensity score
Vansteelandt, S., & Daniel, R. (2014) · Statistics in Medicine · doi:10.1002/sim.6207 · Cited by 180 · see citing works
Benedetti, M. M., Humburg, E., Dressler, A., Ziemen, M., & for the 3002 Study Group (2003) · Hormone and Metabolic Research · doi:10.1055/s-2003-39080 · Cited by 149 · see citing works
Observational studies: going beyond the boundaries of randomized controlled trials
Yang, W., Zilov, A. V., Soewondo, P., Bech, O. M., Sekkal, F., & Home, P. (2010) · Diabetes Research and Clinical Practice · doi:10.1016/s0168-8227(10)70002-4 · Cited by 144 · see citing works
Self-citationInsulin detemir versus insulin glargine for type 2 diabetes mellitus
Swinnen, S. G. H. A., Simon, A. C. R., Holleman, F., Hoekstra, J. B. L., & DeVries, J. H. (2011) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd006383.pub2 · Cited by 137 · see citing works
DURAbility of Basal Versus Lispro Mix 75/25 Insulin Efficacy (DURABLE) Trial 24-Week Results
Buse, J. B., Wolffenbuttel, B. H. R., Herman, W. H., Shemonsky, N. K., Jiang, H. H., Fahrbach, J. L., Scism-Bacon, J. L., & Martin, S. (2009) · Diabetes Care · doi:10.2337/dc08-2117 · Cited by 126 · see citing works
Rys, P., Wojciechowski, P., Rogoz-Sitek, A., Niesyczyński, G., Lis, J., Syta, A., & Malecki, M. T. (2015) · Acta Diabetologica · doi:10.1007/s00592-014-0698-4 · Cited by 101 · see citing works
Treat-to-target trials: uses, interpretation and review of concepts
Garber, A. J. (2014) · Diabetes, Obesity and Metabolism · doi:10.1111/dom.12129 · Cited by 94 · cited 1× · see citing works
“Systematic reviews based on RCTs in insulin-naïve individuals with T2DM showed that there was no significant difference in HbA1c reduction among the 3 BIs, while NPH therapy was associated with the highest risk of hypoglycaemia and detemir therapy was associated with the least weight gain.(6,9,10) Similar weight gain…”
BackgroundThe Promise of Comparative Effectiveness Research
Sullivan, P. (2011) · JAMA · doi:10.1001/jama.2011.12 · Cited by 90 · see citing works
Insulin glargine versus NPH insulin therapy in Asian Type 2 diabetes patients
Pan, C., Sinnassamy, P., Chung, K.-D., & Kim, K. (2006) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2006.08.012 · Cited by 90 · see citing works
Self-citationTsai, S., Pathan, F., Ji, L., Yeung, V. T. F., Chadha, M. D., Suastika, K., Son, H. S., Tan, K. E. K., Benjasuratwong, Y., Nguyen, T. K., et al. (2011) · Journal of Diabetes · doi:10.1111/j.1753-0407.2011.00137.x · Cited by 66 · see citing works
Self-citationEfficacy and safety of insulin in type 2 diabetes: meta-analysis of randomised controlled trials
Erpeldinger, S., Rehman, M. B., Berkhout, C., Pigache, C., Zerbib, Y., Regnault, F., Guérin, É., Supper, I., Cornu, C., Kassaï, B., et al. (2016) · BMC Endocrine Disorders · doi:10.1186/s12902-016-0120-z · Cited by 58 · see citing works
Ji, L., Zhang, P., Zhu, D., Li, X., Ji, J., Lu, J., Guo, X., Jia, W., Weng, J., Wu, Y., et al. (2017) · Diabetes Obesity and Metabolism · doi:10.1111/dom.12886 · Cited by 54 · see citing works
Self-citationKhunti, K., Caputo, S., Damcı, T., Dzida, G. J., Ji, Q., Kaiser, M., Karnieli, E., Liebl, A., Ligthelm, R. J., Nazeri, A., et al. (2012) · Diabetes Obesity and Metabolism · doi:10.1111/j.1463-1326.2012.01665.x · Cited by 51 · see citing works
Self-citation中华医学会糖尿病学分会 (2014) · Chin J Diabetes Mellitus · doi:10.3760/cma.j.issn.1674-5809.2014.07.004 · Cited by 50 · see citing works
Ji, L., Zhang, P., Weng, J., Lu, J., Guo, X., Jia, W., Yang, W., Zou, D., Zhou, Z., Pan, C., et al. (2015) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2015.0054 · Cited by 41 · see citing works
Self-citationOwens, D. R., Traylor, L., Dain, M., & Landgraf, W. (2014) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2014.08.003 · Cited by 39 · see citing works
Insulin therapy in type 2 diabetes: what is the evidence?
van Avendonk, M. J. P., & Rutten, G. E. H. M. (2009) · Diabetes Obesity and Metabolism · doi:10.1111/j.1463-1326.2008.00981.x · Cited by 38 · see citing works
Liebl, A., Jones, S., Benroubi, M., Castell, C., Goday, A., Charles, M.-A. A., Smith, H. T., Nicolay, C., & Simpson, A. (2011) · Current Medical Research and Opinion · doi:10.1185/03007995.2011.555755 · Cited by 35 · see citing works
Horn, S. D., Gassaway, J. A., Pentz, L., et al. (2010) · Studies in health technology and informatics · doi:10.3233/978-1-60750-476-4-446 · Cited by 27 · see citing works
Curtis, B. H., & Lage, M. J. (2013) · Journal of Medical Economics · doi:10.3111/13696998.2013.862538 · Cited by 25 · see citing works
Ko, G. T. C., Tsang, P. C. C., Wai, H. P. S., Kan, E. C. Y., & Chan, H. C.-K. (2006) · Advances in Therapy · doi:10.1007/bf02850321 · Cited by 18 · see citing works
Estimating Subgroup Effects Using the Propensity Score Method
Eeren, H. V., Spreeuwenberg, M. D., Bartak, A., de Rooij, M., & Busschbach, J. J. V. (2015) · Medical Care · doi:10.1097/mlr.0000000000000325 · Cited by 17 · see citing works
Safety and Effectiveness of Insulin Detemir in Different Age-Groups in the A1chieve Study
Malek, R., González-Gálvez, G., Naggar, N. E., Shah, S. N., Prusty, V., & Litwak, L. (2013) · Diabetes Therapy · doi:10.1007/s13300-013-0021-3 · Cited by 10 · see citing works
Comparative Effectiveness Research and Outcomes of Diabetes Treatment
Safford, M. M. (2014) · JAMA · doi:10.1001/jama.2014.4313 · Cited by 9 · see citing works
Comparative Effectiveness and the Future of Clinical Research in Diabetes
Greenfield, S. (2013) · Diabetes Care · doi:10.2337/dc13-1221 · Cited by 6 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- [4]4. Society CD. China guideline for type 2 diabetes [in Chinese]. Chin J Diabetes Mellitus. July 2013;6(7):447-498.
- [38]38. Ji, L., Zhang, P., Zhu, D., Lu, J., Guo, X., Wu, Y., Li, X., Ji, J., Jia, W., Yang, W., Zou, D., Zhou, Z., Gao, Y., Garg, S. K., Pan, C., Weng, J. & Paul, S. K. (2017). Comparative effectiveness and safety of different basal insulins in a real-world setting. DIABETES OBESITY & METABOLISM, 19 (8), pp.1116-1126. https://doi.org/10.1111/dom.12920. Persistent Link: http://hdl.handle.net/11343/292738
Cited by
Sorted by citations
Blonde, L., Umpierrez, G. E., Reddy, S. S., McGill, J. B., Berga, S. L., Bush, M., Chandrasekaran, S., DeFronzo, R. A., Einhorn, D., Galindo, R. J., et al. (2022) · Endocrine Practice · doi:10.1016/j.eprac.2022.08.002 · Cited by 507 · see citing works
- Authors
- Ji, L., Zhang, P., Zhu, D., Lu, J., Guo, X., Wu, Y., Li, X., Ji, J., Jia, W., Yang, W., Zou, D., Zhou, Z., Gao, Y., Garg, S. K., Pan, C., Weng, J., Paul, S. K., & on behalf of the ORBIT study group
- Affiliations
- Peking University (CN)
- Chinese People's Liberation Army (CN)
- Peking University First Hospital (CN)
- Shanghai Jiao Tong University (CN)
- China-Japan Friendship Hospital (CN)
- Second Military Medical University (CN)
- Second Xiangya Hospital of Central South University (CN)
- University of Colorado Denver (US)
- Third Affiliated Hospital of Sun Yat-sen University (CN)
- The University of Melbourne (AU)
- Corresponding author
- Ji, Linong
- Pan, Changyu
- ORCID
- Venue
- Diabetes, Obesity and Metabolism
- Publisher
- Wiley
- Published
- 2017-04-03
- Volume
- 19
- Issue
- 8
- Pages
- 1116-1126
- ISSN
- 1462-8902 (ISSN-L)
- 1463-1326
- OpenAlex
- W2589735890
- Cited by
- 13
- References
- 35
- Citations by year
- 2024: 1 · 2023: 1 · 2022: 1 · 2021: 1 · 2020: 3 · 2019: 2 · 2018: 1 · 2017: 3
- FWCI
- 1.95
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Diabetes Obesity and Metabolism (publishedVersion)
- PubMed (publishedVersion)
- Minerva Access (University of Melbourne) (submittedVersion)
- Funders
- Sanofi-Aventis (Shanghai, China)
- Australian Government's National Collaborative Research Infrastructure Strategy (NCRIS)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Keywords
- basal insulin, type 2 diabetes, insulin glargine, insulin detemir, NPH insulin, long-acting insulin analogues, glycemic control, HbA1c, hypoglycemia, weight gain, real-world effectiveness, comparative effectiveness
- MeSH terms
- Insulin Glargine, Insulin Detemir, China, Diabetes Mellitus, Type 2, Dose-Response Relationship, Drug, Drug Resistance, Drug Therapy, Combination, Glycated Hemoglobin, Humans, Hyperglycemia, Hypoglycemia, Hypoglycemic Agents, Insulin, Isophane, Prospective Studies, Registries, Severity of Illness Index, Weight Gain, Drug Monitoring, Intention to Treat Analysis, Lost to Follow-Up
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