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Published in: Acta Diabetologica 3/2015

01-06-2015 | Original Article

Baseline heterogeneity in glucose metabolism marks the risk for type 1 diabetes and complicates secondary prevention

Authors: Helena Elding Larsson, Christer Larsson, Åke Lernmark, the DiAPREV-IT study group

Published in: Acta Diabetologica | Issue 3/2015

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Abstract

Aims

Non-diabetic children with multiple islet autoantibodies were recruited to a secondary prevention trial. The objective was to determine the predictive value of baseline (1) HbA1c and metabolic variables derived from intravenous (IvGTT) and oral glucose tolerance tests (OGTT), (2) insulin resistance and (3) number, type and levels of islet autoantibodies, for progression to type 1 diabetes.

Methods

Children [n = 50, median 5.1 (4–17.9) years] with autoantibodies to glutamate decarboxylase (GAD65A) and at least one of insulinoma-associated protein 2 (IA-2A), insulin or ZnT8 transporter (ZnT8RA, ZnT8WA, ZnT8QA) were screened with IvGTT and OGTT and followed for a minimum of 2 years.

Results

Baseline first phase insulin response (sum of serum-insulin at 1 and 3 min during IvGTT; FPIR) ≤3 μU/mL [HR 4.42 (CI 1.40–14.0) p = 0.011] and maximal plasma glucose ≥11.1 mmol/L measured at 30, 60 and/or 90 min during OGTT [HR 6.13 (CI 1.79–21.0) p = 0.0039] were predictors for progression to diabetes. The combination of FPIR from IvGTT and maximal plasma glucose during OGTT predicted diabetes in 10/12 children [HR 9.17 (CI 2.0–42.0) p = 0.0043]. High-level IA-2A, but not number of autoantibodies, correlated to dysglycemia during OGTT (p = 0.008) and to progression to type 1 diabetes [HR 4.98 (CI 1.09–22.0) p = 0.039].

Conclusions

Baseline FPIR, maximal plasma glucose ≥11.1 at 30, 60 or 90 min during OGTT and high-level IA-2A need to be taken into account when randomizing islet autoantibody positive non-diabetic children to secondary prevention.
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Literature
1.
go back to reference Ziegler AG, Rewers M, Simell O, Simell T, Lempainen J, Steck A, Winkler C, Ilonen J, Veijola R, Knip M, Bonifacio E, Eisenbarth GS (2013) Seroconversion to multiple islet autoantibodies and risk of progression to diabetes in children. JAMA 309(23):2473–2479. doi:10.1001/jama.2013.6285 CrossRefPubMed Ziegler AG, Rewers M, Simell O, Simell T, Lempainen J, Steck A, Winkler C, Ilonen J, Veijola R, Knip M, Bonifacio E, Eisenbarth GS (2013) Seroconversion to multiple islet autoantibodies and risk of progression to diabetes in children. JAMA 309(23):2473–2479. doi:10.​1001/​jama.​2013.​6285 CrossRefPubMed
2.
go back to reference Parikka V, Näntö-Salonen K, Saarinen M, Simell T, Ilonen J, Hyöty H, Veijola R, Knip M, Simell O (2012) Early seroconversion and rapidly increasing autoantibody concentrations predict prepubertal manifestation of type 1 diabetes in children at genetic risk. Diabetologia 55(7):1926–1936. doi:10.1007/s00125-012-2523-3 CrossRefPubMed Parikka V, Näntö-Salonen K, Saarinen M, Simell T, Ilonen J, Hyöty H, Veijola R, Knip M, Simell O (2012) Early seroconversion and rapidly increasing autoantibody concentrations predict prepubertal manifestation of type 1 diabetes in children at genetic risk. Diabetologia 55(7):1926–1936. doi:10.​1007/​s00125-012-2523-3 CrossRefPubMed
3.
go back to reference Salminen K, Sadeharju K, Lonnrot M, Vahasalo P, Kupila A, Korhonen S, Ilonen J, Simell O, Knip M, Hyoty H (2003) Enterovirus infections are associated with the induction of beta-cell autoimmunity in a prospective birth cohort study. J Med Virol 69(1):91–98. doi:10.1002/jmv.10260 PubMed Salminen K, Sadeharju K, Lonnrot M, Vahasalo P, Kupila A, Korhonen S, Ilonen J, Simell O, Knip M, Hyoty H (2003) Enterovirus infections are associated with the induction of beta-cell autoimmunity in a prospective birth cohort study. J Med Virol 69(1):91–98. doi:10.​1002/​jmv.​10260 PubMed
4.
go back to reference Lonnrot M, Korpela K, Knip M, Ilonen J, Simell O, Korhonen S, Savola K, Muona P, Simell T, Koskela P, Hyoty H (2000) Enterovirus infection as a risk factor for beta-cell autoimmunity in a prospectively observed birth cohort: the Finnish Diabetes Prediction and Prevention Study. Diabetes 49(8):1314–1318CrossRefPubMed Lonnrot M, Korpela K, Knip M, Ilonen J, Simell O, Korhonen S, Savola K, Muona P, Simell T, Koskela P, Hyoty H (2000) Enterovirus infection as a risk factor for beta-cell autoimmunity in a prospectively observed birth cohort: the Finnish Diabetes Prediction and Prevention Study. Diabetes 49(8):1314–1318CrossRefPubMed
6.
7.
8.
go back to reference Beyerlein A, Thiering E, Pflueger M, Bidlingmaier M, Stock J, Knopff A, Winkler C, Heinrich J, Ziegler AG (2014) Early infant growth is associated with the risk of islet autoimmunity in genetically susceptible children. Pediatr Diabetes 15(7):534–542. doi:10.1111/pedi.12118 PubMed Beyerlein A, Thiering E, Pflueger M, Bidlingmaier M, Stock J, Knopff A, Winkler C, Heinrich J, Ziegler AG (2014) Early infant growth is associated with the risk of islet autoimmunity in genetically susceptible children. Pediatr Diabetes 15(7):534–542. doi:10.​1111/​pedi.​12118 PubMed
9.
go back to reference Cubas-Duenas I, Cabrera-Rode E, Sarmiento L, Molina G, Fonseca M, Arranz C, Dominguez E, Gonzalez P, Vera M, Diaz-Horta O (2013) First-degree relatives of persons with type 1 diabetes: insulin resistance and enterovirus infection are associated with different patterns of islet cell autoimmunity. Acta Diabetol 50(2):233–239. doi:10.1007/s00592-011-0297-6 PubMed Cubas-Duenas I, Cabrera-Rode E, Sarmiento L, Molina G, Fonseca M, Arranz C, Dominguez E, Gonzalez P, Vera M, Diaz-Horta O (2013) First-degree relatives of persons with type 1 diabetes: insulin resistance and enterovirus infection are associated with different patterns of islet cell autoimmunity. Acta Diabetol 50(2):233–239. doi:10.​1007/​s00592-011-0297-6 PubMed
10.
go back to reference Hummel M, Bonifacio E, Schmid S, Walter M, Knopff A, Ziegler AG (2004) Brief communication: early appearance of islet autoantibodies predicts childhood type 1 diabetes in offspring of diabetic parents. Ann Intern Med 140(11):882–886PubMed Hummel M, Bonifacio E, Schmid S, Walter M, Knopff A, Ziegler AG (2004) Brief communication: early appearance of islet autoantibodies predicts childhood type 1 diabetes in offspring of diabetic parents. Ann Intern Med 140(11):882–886PubMed
11.
go back to reference Orban T, Sosenko JM, Cuthbertson D, Krischer JP, Skyler JS, Jackson R, Yu L, Palmer JP, Schatz D, Eisenbarth G, Diabetes Prevention Trial-Type 1 Study G (2009) Pancreatic islet autoantibodies as predictors of type 1 diabetes in the Diabetes Prevention Trial-Type 1. Diabetes Care 32(12):2269–2274. doi:10.2337/dc09-0934 CrossRefPubMedCentralPubMed Orban T, Sosenko JM, Cuthbertson D, Krischer JP, Skyler JS, Jackson R, Yu L, Palmer JP, Schatz D, Eisenbarth G, Diabetes Prevention Trial-Type 1 Study G (2009) Pancreatic islet autoantibodies as predictors of type 1 diabetes in the Diabetes Prevention Trial-Type 1. Diabetes Care 32(12):2269–2274. doi:10.​2337/​dc09-0934 CrossRefPubMedCentralPubMed
12.
go back to reference Stene LC, Barriga K, Hoffman M, Kean J, Klingensmith G, Norris JM, Erlich HA, Eisenbarth GS, Rewers M (2006) Normal but increasing hemoglobin A1c levels predict progression from islet autoimmunity to overt type 1 diabetes: Diabetes Autoimmunity Study in the Young (DAISY). Pediatric diabetes 7(5):247–253. doi:10.1111/j.1399-5448.2006.00198.x CrossRefPubMed Stene LC, Barriga K, Hoffman M, Kean J, Klingensmith G, Norris JM, Erlich HA, Eisenbarth GS, Rewers M (2006) Normal but increasing hemoglobin A1c levels predict progression from islet autoimmunity to overt type 1 diabetes: Diabetes Autoimmunity Study in the Young (DAISY). Pediatric diabetes 7(5):247–253. doi:10.​1111/​j.​1399-5448.​2006.​00198.​x CrossRefPubMed
13.
go back to reference Sosenko JM, Palmer JP, Rafkin-Mervis L, Krischer JP, Cuthbertson D, Mahon J, Greenbaum CJ, Cowie CC, Skyler JS, Diabetes Prevention Trial-Type 1 Study G (2009) Incident dysglycemia and progression to type 1 diabetes among participants in the Diabetes Prevention Trial-Type 1. Diabetes Care 32(9):1603–1607. doi:10.2337/dc08-2140 CrossRefPubMedCentralPubMed Sosenko JM, Palmer JP, Rafkin-Mervis L, Krischer JP, Cuthbertson D, Mahon J, Greenbaum CJ, Cowie CC, Skyler JS, Diabetes Prevention Trial-Type 1 Study G (2009) Incident dysglycemia and progression to type 1 diabetes among participants in the Diabetes Prevention Trial-Type 1. Diabetes Care 32(9):1603–1607. doi:10.​2337/​dc08-2140 CrossRefPubMedCentralPubMed
14.
go back to reference Sosenko JM, Palmer JP, Greenbaum CJ, Mahon J, Cowie C, Krischer JP, Chase HP, White NH, Buckingham B, Herold KC, Cuthbertson D, Skyler JS (2006) Patterns of metabolic progression to type 1 diabetes in the Diabetes Prevention Trial-Type 1. Diabetes Care 29(3):643–649CrossRefPubMed Sosenko JM, Palmer JP, Greenbaum CJ, Mahon J, Cowie C, Krischer JP, Chase HP, White NH, Buckingham B, Herold KC, Cuthbertson D, Skyler JS (2006) Patterns of metabolic progression to type 1 diabetes in the Diabetes Prevention Trial-Type 1. Diabetes Care 29(3):643–649CrossRefPubMed
15.
go back to reference Siljander HT, Hermann R, Hekkala A, Lähde J, Tanner L, Keskinen P, Ilonen J, Simell O, Veijola R, Knip M (2013) Insulin secretion and sensitivity in the prediction of type 1 diabetes in children with advanced β-cell autoimmunity. Eur J Endocrinol 169(4):479–485. doi:10.1530/EJE-13-0206 PubMed Siljander HT, Hermann R, Hekkala A, Lähde J, Tanner L, Keskinen P, Ilonen J, Simell O, Veijola R, Knip M (2013) Insulin secretion and sensitivity in the prediction of type 1 diabetes in children with advanced β-cell autoimmunity. Eur J Endocrinol 169(4):479–485. doi:10.​1530/​EJE-13-0206 PubMed
16.
go back to reference Sosenko JM, Skyler JS, Mahon J, Krischer JP, Beam CA, Boulware DC, Greenbaum CJ, Rafkin LE, Cowie C, Cuthbertson D, Palmer JP, Group TDTS, Group DPT-TS (2012) The application of the diabetes prevention trial-type 1 risk score for identifying a preclinical state of type 1 diabetes. Diabetes Care 35(7):1552–1555. doi:10.2337/dc12-0011 CrossRefPubMedCentralPubMed Sosenko JM, Skyler JS, Mahon J, Krischer JP, Beam CA, Boulware DC, Greenbaum CJ, Rafkin LE, Cowie C, Cuthbertson D, Palmer JP, Group TDTS, Group DPT-TS (2012) The application of the diabetes prevention trial-type 1 risk score for identifying a preclinical state of type 1 diabetes. Diabetes Care 35(7):1552–1555. doi:10.​2337/​dc12-0011 CrossRefPubMedCentralPubMed
18.
go back to reference Andersson C, Carlsson A, Cilio C, Cedervall E, Ivarsson SA, Jonsdottir B, Jonsson B, Larsson K, Neiderud J, Lernmark A, Elding Larsson H, Di A-ITSG (2013) Glucose tolerance and beta-cell function in islet autoantibody-positive children recruited to a secondary prevention study. Pediatr Diabetes 14(5):341–349. doi:10.1111/pedi.12023 PubMed Andersson C, Carlsson A, Cilio C, Cedervall E, Ivarsson SA, Jonsdottir B, Jonsson B, Larsson K, Neiderud J, Lernmark A, Elding Larsson H, Di A-ITSG (2013) Glucose tolerance and beta-cell function in islet autoantibody-positive children recruited to a secondary prevention study. Pediatr Diabetes 14(5):341–349. doi:10.​1111/​pedi.​12023 PubMed
19.
go back to reference Ranke MB (2003) Diagnostics of endocrine function in children and adolescents. In: Karger (Ed), 3rd revised and extended edition Ranke MB (2003) Diagnostics of endocrine function in children and adolescents. In: Karger (Ed), 3rd revised and extended edition
20.
go back to reference Andersson C, Larsson K, Vaziri-Sani F, Lynch K, Carlsson A, Cedervall E, Jonsson B, Neiderud J, Mansson M, Nilsson A, Lernmark A, Elding Larsson H, Ivarsson SA (2011) The three ZNT8 autoantibody variants together improve the diagnostic sensitivity of childhood and adolescent type 1 diabetes. Autoimmunity 44(5):394–405. doi:10.3109/08916934.2010.540604 CrossRefPubMed Andersson C, Larsson K, Vaziri-Sani F, Lynch K, Carlsson A, Cedervall E, Jonsson B, Neiderud J, Mansson M, Nilsson A, Lernmark A, Elding Larsson H, Ivarsson SA (2011) The three ZNT8 autoantibody variants together improve the diagnostic sensitivity of childhood and adolescent type 1 diabetes. Autoimmunity 44(5):394–405. doi:10.​3109/​08916934.​2010.​540604 CrossRefPubMed
21.
go back to reference Karlberg J, Luo ZC, Albertsson-Wikland K (2001) Body mass index reference values (mean and SD) for Swedish children. Acta Paediatr 90(12):1427–1434PubMed Karlberg J, Luo ZC, Albertsson-Wikland K (2001) Body mass index reference values (mean and SD) for Swedish children. Acta Paediatr 90(12):1427–1434PubMed
22.
go back to reference Elding Larsson H, Vehik K, Gesualdo P, Akolkar B, Hagopian W, Krischer J, Lernmark A, Rewers M, Simell O, She JX, Ziegler A, Haller MJ, Group tTS (2013) Children followed in the TEDDY study are diagnosed with type 1 diabetes at an early stage of disease. Pediatr Diabetes. doi:10.1111/pedi.12066 Elding Larsson H, Vehik K, Gesualdo P, Akolkar B, Hagopian W, Krischer J, Lernmark A, Rewers M, Simell O, She JX, Ziegler A, Haller MJ, Group tTS (2013) Children followed in the TEDDY study are diagnosed with type 1 diabetes at an early stage of disease. Pediatr Diabetes. doi:10.​1111/​pedi.​12066
23.
go back to reference Sosenko JM, Skyler JS, Beam CA, Krischer JP, Greenbaum CJ, Mahon J, Rafkin LE, Matheson D, Herold KC, Palmer JP, Groups TDTaDPTTS (2013) Acceleration of the loss of the first-phase insulin response during the progression to type 1 diabetes in diabetes prevention trial-type 1 participants. Diabetes 62(12):4179–4183. doi:10.2337/db13-0656 CrossRefPubMedCentralPubMed Sosenko JM, Skyler JS, Beam CA, Krischer JP, Greenbaum CJ, Mahon J, Rafkin LE, Matheson D, Herold KC, Palmer JP, Groups TDTaDPTTS (2013) Acceleration of the loss of the first-phase insulin response during the progression to type 1 diabetes in diabetes prevention trial-type 1 participants. Diabetes 62(12):4179–4183. doi:10.​2337/​db13-0656 CrossRefPubMedCentralPubMed
24.
go back to reference Sosenko JM, Skyler JS, Palmer JP, Krischer JP, Yu L, Mahon J, Beam CA, Boulware DC, Rafkin L, Schatz D, Eisenbarth G, Type 1 Diabetes TrialNet Study G, Diabetes Prevention Trial-Type 1 Study G (2013) The prediction of type 1 diabetes by multiple autoantibody levels and their incorporation into an autoantibody risk score in relatives of type 1 diabetic patients. Diabetes Care 36(9):2615–2620. doi:10.2337/dc13-0425 CrossRefPubMedCentralPubMed Sosenko JM, Skyler JS, Palmer JP, Krischer JP, Yu L, Mahon J, Beam CA, Boulware DC, Rafkin L, Schatz D, Eisenbarth G, Type 1 Diabetes TrialNet Study G, Diabetes Prevention Trial-Type 1 Study G (2013) The prediction of type 1 diabetes by multiple autoantibody levels and their incorporation into an autoantibody risk score in relatives of type 1 diabetic patients. Diabetes Care 36(9):2615–2620. doi:10.​2337/​dc13-0425 CrossRefPubMedCentralPubMed
25.
go back to reference Sosenko JM, Skyler JS, Palmer JP, Krischer JP, Cuthbertson D, Yu L, Schatz DA, Orban T, Eisenbarth G, Groups DPTTaTDTS (2011) A longitudinal study of GAD65 and ICA512 autoantibodies during the progression to type 1 diabetes in Diabetes Prevention Trial-Type 1 (DPT-1) participants. Diabetes Care 34(11):2435–2437. doi:10.2337/dc11-0981 CrossRefPubMedCentralPubMed Sosenko JM, Skyler JS, Palmer JP, Krischer JP, Cuthbertson D, Yu L, Schatz DA, Orban T, Eisenbarth G, Groups DPTTaTDTS (2011) A longitudinal study of GAD65 and ICA512 autoantibodies during the progression to type 1 diabetes in Diabetes Prevention Trial-Type 1 (DPT-1) participants. Diabetes Care 34(11):2435–2437. doi:10.​2337/​dc11-0981 CrossRefPubMedCentralPubMed
26.
go back to reference Decochez K, Truyen I, van der Auwera B, Weets I, Vandemeulebroucke E, de Leeuw IH, Keymeulen B, Mathieu C, Rottiers R, Pipeleers DG, Gorus FK, Belgian Diabetes R (2005) Combined positivity for HLA DQ2/DQ8 and IA-2 antibodies defines population at high risk of developing type 1 diabetes. Diabetologia 48(4):687–694. doi:10.1007/s00125-005-1702-x CrossRefPubMed Decochez K, Truyen I, van der Auwera B, Weets I, Vandemeulebroucke E, de Leeuw IH, Keymeulen B, Mathieu C, Rottiers R, Pipeleers DG, Gorus FK, Belgian Diabetes R (2005) Combined positivity for HLA DQ2/DQ8 and IA-2 antibodies defines population at high risk of developing type 1 diabetes. Diabetologia 48(4):687–694. doi:10.​1007/​s00125-005-1702-x CrossRefPubMed
Metadata
Title
Baseline heterogeneity in glucose metabolism marks the risk for type 1 diabetes and complicates secondary prevention
Authors
Helena Elding Larsson
Christer Larsson
Åke Lernmark
the DiAPREV-IT study group
Publication date
01-06-2015
Publisher
Springer Milan
Published in
Acta Diabetologica / Issue 3/2015
Print ISSN: 0940-5429
Electronic ISSN: 1432-5233
DOI
https://doi.org/10.1007/s00592-014-0680-1

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