Predictive value of postprandial C-peptide for utilizing multiple daily injection therapy in type 2 diabetes.

Item request has been placed! ×
Item request cannot be made. ×
loading   Processing Request
  • Additional Information
    • Source:
      Publisher: Humana Press Country of Publication: United States NLM ID: 9434444 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1559-0100 (Electronic) Linking ISSN: 1355008X NLM ISO Abbreviation: Endocrine Subsets: MEDLINE
    • Publication Information:
      Publication: Feb. 1996- : Totowa, NJ : Humana Press
      Original Publication: Houndsmills, Basingstoke, Hants, UK : Macmillan Press, c1994-
    • Subject Terms:
    • Abstract:
      Purpose: Multiple daily injection (MDI) insulin therapy is an effective method of glycemic control and appropriate assignment to MDI therapy could minimize the risks of hypoglycemia and weight gain. The aim of the present study was to identify factors associated with indication for MDI therapy in type 2 diabetes (T2DM).
      Methods: We recruited 360 participants with T2DM that were admitted to the Endocrinology Department of Peking University People's Hospital between August 2017 and July 2018. They first underwent intensive insulin therapy, then were switched to an optimized, simpler insulin treatment that aimed to maintain fasting blood glucose between 4.4 and 7.2 mmol/L, without episodes of hypoglycemia. The baseline characteristics of groups administering either MDI or basal/premix insulin were compared and multivariable logistic regression analysis was used to determine the odds ratios (ORs) for factors associated with MDI therapy. Receiver operating characteristic (ROC) curves were then used to identify independent predictors of MDI insulin regimen efficacy.
      Results: The mean age of the participants was 57.6 ± 12.9 years, and diabetes duration was 14.2 ± 8.2 years. Two hundred and sixty-seven participants administered basal/premix insulin and 93 underwent MDI therapy, of whom 61.8% and 46.2% were male, respectively (p = 0.01). The duration of diabetes was significantly longer in the MDI group (13.1 ± 7.7 years vs. 17.3 ± 8.7 years; p < 0.01). Fasting plasma glucose (FPG) was higher in the MDI group than in the basal/premix group (8.3 [6.7, 11.3] mmol/L vs. 7.2 [5.7, 9.3] mmol/L; p < 0.01), while the postprandial C-peptide concentration (PCP) was significantly lower in the MDI group (2.6 [1.8, 3.5] ng/mL) compared to the basal/premix group (3.6 [2.5, 6.2] ng/mL, p < 0.01. Multivariable logistic regression analysis suggested that diabetes duration and FPG were positively associated with MDI therapy: OR (95% confidence interval [CI]) 1.06 (1.02, 1.10) and 1.12 (1.02, 1.24), respectively. In addition, PCP was negatively associated with MDI therapy (0.72 [0.60, 0.86]). ROC analysis suggested that a PCP of < 3.1 ng/mL predicted MDI therapy with 59.6% sensitivity and 72.1% specificity.
      Conclusion: The results of our study suggest that longer diabetes duration, higher FPG, and lower PCP were associated with necessity for MDI insulin regimen. These findings should assist with the personalization of insulin treatment.
      (© 2024. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.)
    • References:
      R.A. DeFronzo, From the triumvirate to the ominous octet: a new paradigm for the treatment of type 2 diabetes mellitus. Diabetes 58, 773–795 (2009). (PMID: 10.2337/db09-9028193366872661582)
      M.J. Davies, D.A. D’Alessio, J. Fradkin, W.N. Kernan, C. Mathieu, G. Mingrone, P. Rossing, A. Tsapas, D.J. Wexler, J.B. Buse, 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 41(12), 2669–2701 (2018). (PMID: 10.2337/dci18-0033302911066245208)
      M. Peyrot, A.H. Barnett, L.F. Meneghini, P.M. Schumm-Draeger, Insulin adherence behaviours and barriers in the multinational Global Attitudes of Patients and Physicians in Insulin Therapy study. Diabet. Med. 29(5), 682–689 (2012). (PMID: 10.1111/j.1464-5491.2012.03605.x223131233433794)
      T. Suzuki, K. Takahashi, D. Fujiwara, M. Shii, S. Takekawa, T. Matsuoka, A reliable serum C-peptide index for the selection of an insulin regimen to achieve good glycemic control in obese patients with type 2 diabetes: an analysis from a short-term study with intensive insulin therapy. Diabetol. Int 7(3), 235–243 (2015). (PMID: 10.1007/s13340-015-0239-6306032696224994)
      D. Fujiwara, K. Takahashi, T. Suzuki, M. Shii, Y. Nakashima, S. Takekawa, A. Yoshida, T. Matsuoka, Postprandial serum C-peptide value is the optimal index to identify patients with non-obese type 2 diabetes who require multiple daily insulin injection: Analysis of C-peptide values before and after short-term intensive insulin therapy. J. Diabetes Investig. 4(6), 618–625 (2013). (PMID: 10.1111/jdi.12103248437174020258)
      American Diabetes Association, Standards of Medical Care in Diabetes, Pharmacologic Approaches to Glycemic Treatment. Diabetes Care 40(Supplement_1), S64–S74 (2017). (PMID: 10.2337/dc17-S011)
      A.E. Butler, J. Janson, S. Bonner-Weir, R. Ritzel, R.A. Rizza, P.C. Butler, Beta-cell deficit and increased beta-cell apoptosis in humans with type 2 diabetes. Diabetes 52(1), 102–110 (2003). (PMID: 10.2337/diabetes.52.1.10212502499)
      H. Sakuraba, H. Mizukami, N. Yagihashi, R. Wada, C. Hanyu, S. Yagihashi, Reduced beta-cell mass and expression of oxidative stress-related DNA damage in the islet of Japanese Type II diabetic patients. Diabetologia 45(1), 85–96 (2002). (PMID: 10.1007/s125-002-8248-z11845227)
      J.S. Skyler, G.L. Bakris, E. Bonifacio, T. Darsow, R.H. Eckel, L. Groop, P.H. Groop, Y. Handelsman, R.A. Insel, C. Mathieu, A.T. McElvaine, J.P. Palmer, A. Pugliese, D.A. Schatz, J.M. Sosenko, J.P. Wilding, R.E. Ratner, Differentiation of Diabetes by Pathophysiology, Natural History, and Prognosis. Diabetes 66(2), 241–255 (2017). (PMID: 10.2337/db16-080627980006)
      G. Reach, V. Pechtner, R. Gentilella, A. Corcos, A. Ceriello, Clinical inertia and its impact on treatment intensification in people with type 2 diabetes mellitus. Diabetes Metab. 43(6), 501–511 (2017). (PMID: 10.1016/j.diabet.2017.06.00328754263)
      K. Khunti, A. Nikolajsen, B.L. Thorsted, M. Andersen, M.J. Davies, S.K. Paul, Clinical inertia with regard to intensifying therapy in people with type 2 diabetes treated with basal insulin. Diabetes Obes. Metab. 18(4), 401–409 (2016). (PMID: 10.1111/dom.12626267436665067688)
      K.J. Lipska, J.S. Ross, Y. Miao, N.D. Shah, S.J. Lee, Stein- man MA. Potential overtreatment of diabetes mel- litus in older adults with tight glycemic control. JAMA Intern Med 175(3), 356–362 (2015). (PMID: 10.1001/jamainternmed.2014.7345255815654426991)
      C.L. Tseng, O. Soroka, M. Maney, D.C. Aron, L.M. Pogach, Assessing potential glycemic overtreatment in persons at hypoglycemic risk. JAMA Intern Med 174(2), 259–268 (2014). (PMID: 10.1001/jamainternmed.2013.1296324322626)
      American Diabetes Association, 9. Pharmacologic approaches to glycemic treatment: standards of medical care in diabetes-2019. Diabetes Care 42(Suppl. 1), S90–S102 (2019). (PMID: 10.2337/dc19-S009)
      P. Aschner, Insulin Therapy in Type 2 Diabetes. Am J Ther. 27(1), e79–e90 (2020). (PMID: 10.1097/MJT.000000000000108831567175)
      D. Giugliano, J. Sieradzki, A. Stefanski, R. Gentilella, Personalized intensification of insulin therapy in type 2 diabetes - does a basal-bolus regimen suit all patients? Curr. Med Res Opin. 32(8), 1425–1434 (2016). (PMID: 10.1080/03007995.2016.118105127126277)
      K.K. Ray, D.M. Kendall, Z. Zhao, X. Peng, A.E. Caballero, W.H. Polonsky, B.L. Nordstrom, L. Fan, B.H. Curtis, M.J. Davies, A multinational observational study assessing insulin use: Understanding the determinants associated with progression of therapy. Diabetes Obes. Metab. 21(5), 1101–1110 (2019). (PMID: 10.1111/dom.13622305653696590265)
      A. Al Mansari, Y. Obeid, N. Islam, M. Fariduddin, A. Hassoun, K. Djaballah, M. Malek, D. Dicker, T. Chaudhury, GOAL study: clinical and non-clinical predictive factors for achieving glycemic control in people with type 2 diabetes in real clinical practice. BMJ. Open Diabetes Res. Care 6(1), e000519 (2018). (PMID: 10.1136/bmjdrc-2018-000519300230756045741)
      A.G. Jones, A.T. Hattersley, The clinical utility of C-peptide measurement in the care of patients with diabetes. Diabet. Med. 30, 803–817 (2013). (PMID: 10.1111/dme.12159234138063748788)
      Y. Saisho, Postprandial C-Peptide to Glucose Ratio as a Marker of β Cell Function: Implication for the Management of Type 2 Diabetes. Int J. Mol. Sci. 17(5), pii: E744 (2016). (PMID: 10.3390/ijms17050744)
      J.D. Lin, Levels of the first-phase insulin secretion deficiency as a predictor for type 2 diabetes onset by using clinical-metabolic models. Ann. Saudi Med. 35, 138–145 (2015). (PMID: 10.5144/0256-4947.2015.138263360206074135)
      A. Goto, M. Takaichi, M. Kishimoto, Y. Takahashi, H. Kajio, T. Shimbo et al. Body mass index, fasting plasma glucose levels, and C-peptide levels as predictors of the future insulin use in Japanese type 2 diabetic patients. Endocr. J. 57, 237–244 (2010). (PMID: 10.1507/endocrj.K09E-27920032566)
      P.W. Mu, D.Z. Liu, Y. Lin, D. Liu, F. Zhang, Y.J. Zhang, S. Lin, L.Q. Wang, M.M. Wang, J. Shu, L.Y. Zeng, Y.M. Chen, The Postprandial-to-Fasting Serum C-Peptide Ratio is a Predictor of Response to Basal Insulin-Supported Oral Antidiabetic Drug(s) Therapy: A Retrospective Analysis. Diabetes Ther. 9(3), 963–971 (2018). (PMID: 10.1007/s13300-018-0404-6295647165984910)
    • Grant Information:
      RDY2023-02 Peking University People's Hospital Scientific Research Development Funds
    • Contributed Indexing:
      Keywords: C-peptide; Multiple dose insulin injection; Type 2 diabetes mellitus
    • Accession Number:
      0 (Hypoglycemic Agents)
      0 (Insulin)
      0 (C-Peptide)
      0 (Blood Glucose)
    • Publication Date:
      Date Created: 20240415 Date Completed: 20240810 Latest Revision: 20240810
    • Publication Date:
      20240812
    • Accession Number:
      10.1007/s12020-024-03820-5
    • Accession Number:
      38622435