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Published in: Diabetology & Metabolic Syndrome 1/2016

Open Access 01-12-2016 | Research

Hemoglobin A1c as screening for gestational diabetes mellitus in Nordic Caucasian women

Authors: Ingrid Hov Odsæter, Arne Åsberg, Eszter Vanky, Siv Mørkved, Signe Nilssen Stafne, Kjell Åsmund Salvesen, Sven Magnus Carlsen

Published in: Diabetology & Metabolic Syndrome | Issue 1/2016

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Abstract

Background

Gestational diabetes mellitus (GDM) increases the risk for preeclampsia and macrosomia. GDM is conventionally diagnosed by an oral glucose tolerance test (OGTT). Hemoglobin A1c (HbA1c) is a marker for the average glucose level the last 2–3 months. We aimed to study if HbA1c alone or in combination with patient characteristics can be used to screen for GDM and reduce the number of OGTTs, and whether it could predict preeclampsia or birth weight.

Methods

855 women from a previous study on the effect of exercise on GDM prevalence were eligible, whereof 677 were included. GDM was diagnosed by WHO 1999 criteria (GDM-WHO) and modified IADPSG criteria (GDM-IADPSG), at pregnancy weeks 18–22 and 32–36. HbA1c analyzed at pregnancy weeks 18–22 and 32–36, variables from patient history and clinical examination were considered for logistic regression models. The diagnostic accuracy was assessed by ROC curve analysis.

Results

Accumulated GDM prevalence was 6.7 % by WHO and 7.2 % by modified IADPSG criteria. Nearly a third could potentially have avoided an OGTT by using HbA1c to exclude GDM-IADPSG with a sensitivity of 88 % at week 18–22 and 97 % at week 32–36. Further, 16 % could have avoided an OGTT with a sensitivity of 96 % using HbA1c at week 18–22 to exclude GDM-IADPSG throughout pregnancy. HbA1c was not accurate at diagnosing GDM-IADPSG, and it was inaccurate at screening for GDM-WHO at any time point. Adding other predictors did not increase the number of potentially avoidable OGTTs significantly. HbA1c was not significantly associated with preeclampsia or birth weight.

Conclusions

HbA1c could potentially reduce the number of OGTTs.
Literature
1.
go back to reference World Health Organization. Diagnostic criteria and classification of hyperglycaemia first detected in pregnancy. Geneva: World Health Organization; 2013. p. 3. World Health Organization. Diagnostic criteria and classification of hyperglycaemia first detected in pregnancy. Geneva: World Health Organization; 2013. p. 3.
2.
go back to reference Buckley BS, Harreiter J, Damm P, Corcoy R, Chico A, Simmons D, et al. Gestational diabetes mellitus in Europe: prevalence, current screening practice and barriers to screening. A review. Diabet Med. 2012;29:844–54.CrossRefPubMed Buckley BS, Harreiter J, Damm P, Corcoy R, Chico A, Simmons D, et al. Gestational diabetes mellitus in Europe: prevalence, current screening practice and barriers to screening. A review. Diabet Med. 2012;29:844–54.CrossRefPubMed
3.
go back to reference International Association of Diabetes and Pregnancy Study Groups Consensus Panel, Metzger BE, Gabbe SG, Persson B, Buchanan TA, Catalano PA, et al. International association of diabetes and pregnancy study groups recommendations on the diagnosis and classification of hyperglycemia in pregnancy. Diabetes Care. 2010;33:676–82. International Association of Diabetes and Pregnancy Study Groups Consensus Panel, Metzger BE, Gabbe SG, Persson B, Buchanan TA, Catalano PA, et al. International association of diabetes and pregnancy study groups recommendations on the diagnosis and classification of hyperglycemia in pregnancy. Diabetes Care. 2010;33:676–82.
4.
go back to reference Donovan L, Hartling L, Muise M, Guthrie A, Vandermeer B, Dryden DM. Screening tests for gestational diabetes: a systematic review for the US Preventive Services Task Force. Ann Intern Med. 2013;159:115–22.CrossRefPubMed Donovan L, Hartling L, Muise M, Guthrie A, Vandermeer B, Dryden DM. Screening tests for gestational diabetes: a systematic review for the US Preventive Services Task Force. Ann Intern Med. 2013;159:115–22.CrossRefPubMed
5.
go back to reference Nathan DM, Turgeon H, Regan S. Relationship between glycated haemoglobin levels and mean glucose levels over time. Diabetologia. 2007;50:2239–44.CrossRefPubMed Nathan DM, Turgeon H, Regan S. Relationship between glycated haemoglobin levels and mean glucose levels over time. Diabetologia. 2007;50:2239–44.CrossRefPubMed
6.
go back to reference International Expert Committee. International Expert Committee report on the role of the A1C assay in the diagnosis of diabetes. Diabetes Care. 2009;32:1327–34.CrossRef International Expert Committee. International Expert Committee report on the role of the A1C assay in the diagnosis of diabetes. Diabetes Care. 2009;32:1327–34.CrossRef
7.
go back to reference Agarwal MM, Hughes PF, Punnose J, Ezimokhai M, Thomas L. Gestational diabetes screening of a multiethnic, high-risk population using glycated proteins. Diabetes Res Clin Pract. 2001;51:67–73.CrossRefPubMed Agarwal MM, Hughes PF, Punnose J, Ezimokhai M, Thomas L. Gestational diabetes screening of a multiethnic, high-risk population using glycated proteins. Diabetes Res Clin Pract. 2001;51:67–73.CrossRefPubMed
8.
go back to reference Agarwal MM, Dhatt GS, Punnose J, Koster G. Gestational diabetes: a reappraisal of HBA1c as a screening test. Acta Obstet Gynecol Scand. 2005;84:1159–63.CrossRefPubMed Agarwal MM, Dhatt GS, Punnose J, Koster G. Gestational diabetes: a reappraisal of HBA1c as a screening test. Acta Obstet Gynecol Scand. 2005;84:1159–63.CrossRefPubMed
9.
go back to reference Aldasouqi SA, Solomon DJ, Bokhari SA, Khan PM, Muneera S, Gossain VV. Glycohemoglobin A1c: a promising screening tool in gestational diabetes mellitus. Int J Diabetes Dev Ctries. 2008;28:121–4.CrossRefPubMedPubMedCentral Aldasouqi SA, Solomon DJ, Bokhari SA, Khan PM, Muneera S, Gossain VV. Glycohemoglobin A1c: a promising screening tool in gestational diabetes mellitus. Int J Diabetes Dev Ctries. 2008;28:121–4.CrossRefPubMedPubMedCentral
10.
go back to reference Rajput R, Yogesh Y, Rajput M, Nanda S. Utility of HbA1c for diagnosis of gestational diabetes mellitus. Diabetes Res Clin Pract. 2012;98:104–7.CrossRefPubMed Rajput R, Yogesh Y, Rajput M, Nanda S. Utility of HbA1c for diagnosis of gestational diabetes mellitus. Diabetes Res Clin Pract. 2012;98:104–7.CrossRefPubMed
11.
go back to reference Maegawa Y, Sugiyama T, Kusaka H, Mitao M, Toyoda N. Screening tests for gestational diabetes in Japan in the 1st and 2nd trimester of pregnancy. Diabetes Res Clin Pract. 2003;62:47–53.CrossRefPubMed Maegawa Y, Sugiyama T, Kusaka H, Mitao M, Toyoda N. Screening tests for gestational diabetes in Japan in the 1st and 2nd trimester of pregnancy. Diabetes Res Clin Pract. 2003;62:47–53.CrossRefPubMed
12.
go back to reference Sevket O, Sevket A, Ozel A, Dansuk R, Kelekci S. The use of HbA1c as an aid in the diagnosis of gestational diabetes mellitus. J Obstet Gynaecol. 2014;34:690–2.CrossRefPubMed Sevket O, Sevket A, Ozel A, Dansuk R, Kelekci S. The use of HbA1c as an aid in the diagnosis of gestational diabetes mellitus. J Obstet Gynaecol. 2014;34:690–2.CrossRefPubMed
13.
go back to reference Renz PB, Cavagnolli G, Weinert LS, Silveiro SP, Camargo JL. HbA1c test as a tool in the diagnosis of gestational diabetes mellitus. PLoS One. 2015;10:e0135989.CrossRefPubMedPubMedCentral Renz PB, Cavagnolli G, Weinert LS, Silveiro SP, Camargo JL. HbA1c test as a tool in the diagnosis of gestational diabetes mellitus. PLoS One. 2015;10:e0135989.CrossRefPubMedPubMedCentral
14.
go back to reference Moyer VA. Screening for gestational diabetes mellitus: US Preventive Services Task Force recommendation statement. Ann Intern Med. 2014;160:414–20.PubMed Moyer VA. Screening for gestational diabetes mellitus: US Preventive Services Task Force recommendation statement. Ann Intern Med. 2014;160:414–20.PubMed
15.
go back to reference Stafne SN, Salvesen KA, Romundstad PR, Eggebo TM, Carlsen SM, Morkved S. Regular exercise during pregnancy to prevent gestational diabetes: a randomized controlled trial. Obstet Gynecol. 2012;119:29–36.CrossRefPubMed Stafne SN, Salvesen KA, Romundstad PR, Eggebo TM, Carlsen SM, Morkved S. Regular exercise during pregnancy to prevent gestational diabetes: a randomized controlled trial. Obstet Gynecol. 2012;119:29–36.CrossRefPubMed
16.
go back to reference World Health Organization. Definition, diagnosis and classification of diabetes mellitus and its complications. Part 1: diagnosis and classification of diabetes mellitus. Geneva: World Health Organization; 1999. p. 19–20. World Health Organization. Definition, diagnosis and classification of diabetes mellitus and its complications. Part 1: diagnosis and classification of diabetes mellitus. Geneva: World Health Organization; 1999. p. 19–20.
17.
go back to reference Rolandsson O, Marklund SL, Norberg M, Agren A, Hagg E. Hemoglobin A1c can be analyzed in blood kept frozen at −80 °C and is not commonly affected by hemolysis in the general population. Metabolism. 2004;53:1496–9.CrossRefPubMed Rolandsson O, Marklund SL, Norberg M, Agren A, Hagg E. Hemoglobin A1c can be analyzed in blood kept frozen at −80 °C and is not commonly affected by hemolysis in the general population. Metabolism. 2004;53:1496–9.CrossRefPubMed
18.
go back to reference Selvin E, Coresh J, Jordahl J, Boland L, Steffes MW. Stability of haemoglobin A1c (HbA1c) measurements from frozen whole blood samples stored for over a decade. Diabet Med. 2005;22:1726–30.CrossRefPubMed Selvin E, Coresh J, Jordahl J, Boland L, Steffes MW. Stability of haemoglobin A1c (HbA1c) measurements from frozen whole blood samples stored for over a decade. Diabet Med. 2005;22:1726–30.CrossRefPubMed
19.
go back to reference Barrot A, Dupuy AM, Badiou S, Bargnoux AS, Cristol JP. Evaluation of three turbidimetric assays for automated determination of hemoglobin A1c. Clin Lab. 2012;58:1171–7.PubMed Barrot A, Dupuy AM, Badiou S, Bargnoux AS, Cristol JP. Evaluation of three turbidimetric assays for automated determination of hemoglobin A1c. Clin Lab. 2012;58:1171–7.PubMed
20.
go back to reference Jeppsson JO, Kobold U, Barr J, Finke A, Hoelzel W, Hoshino T, et al. Approved IFCC reference method for the measurement of HbA1c in human blood. Clin Chem Lab Med. 2002;40:78–89.CrossRefPubMed Jeppsson JO, Kobold U, Barr J, Finke A, Hoelzel W, Hoshino T, et al. Approved IFCC reference method for the measurement of HbA1c in human blood. Clin Chem Lab Med. 2002;40:78–89.CrossRefPubMed
21.
go back to reference CLSI. User verification of precision and estimation of bias; approved guideline. CLSI document EP15-A3. 3rd ed. Wayne: Clinical and Laboratory Standards Institute; 2014. p. 4–6. CLSI. User verification of precision and estimation of bias; approved guideline. CLSI document EP15-A3. 3rd ed. Wayne: Clinical and Laboratory Standards Institute; 2014. p. 4–6.
23.
go back to reference Royston P, Sauerbrei W. Building multivariable regression models with continuous covariates in clinical epidemiology—with an emphasis on fractional polynomials. Methods Inf Med. 2005;44:561–71.PubMed Royston P, Sauerbrei W. Building multivariable regression models with continuous covariates in clinical epidemiology—with an emphasis on fractional polynomials. Methods Inf Med. 2005;44:561–71.PubMed
24.
go back to reference Royston P, Sauerbrei W. Bootstrap assessment of the stability of multivariable models. Stata J. 2009;9:547–70. Royston P, Sauerbrei W. Bootstrap assessment of the stability of multivariable models. Stata J. 2009;9:547–70.
25.
go back to reference Helseth R, Salvesen O, Stafne SN, Morkved S, Salvesen KA, Carlsen SM. Gestational diabetes mellitus among Nordic Caucasian women: prevalence and risk factors according to WHO and simplified IADPSG criteria. Scand J Clin Lab Investig. 2014;74:620–8.CrossRef Helseth R, Salvesen O, Stafne SN, Morkved S, Salvesen KA, Carlsen SM. Gestational diabetes mellitus among Nordic Caucasian women: prevalence and risk factors according to WHO and simplified IADPSG criteria. Scand J Clin Lab Investig. 2014;74:620–8.CrossRef
26.
go back to reference Jenum AK, Morkrid K, Sletner L, Vangen S, Torper JL, Nakstad B, et al. Impact of ethnicity on gestational diabetes identified with the WHO and the modified International Association of Diabetes and Pregnancy Study Groups criteria: a population-based cohort study. Eur J Endocrinol/Eur Fed Endocr Soc. 2012;166:317–24.CrossRef Jenum AK, Morkrid K, Sletner L, Vangen S, Torper JL, Nakstad B, et al. Impact of ethnicity on gestational diabetes identified with the WHO and the modified International Association of Diabetes and Pregnancy Study Groups criteria: a population-based cohort study. Eur J Endocrinol/Eur Fed Endocr Soc. 2012;166:317–24.CrossRef
27.
go back to reference Claesson R, Ekelund M, Berntorp K. The potential impact of new diagnostic criteria on the frequency of gestational diabetes mellitus in Sweden. Acta Obstet Gynecol Scand. 2013;92:1223–6.PubMed Claesson R, Ekelund M, Berntorp K. The potential impact of new diagnostic criteria on the frequency of gestational diabetes mellitus in Sweden. Acta Obstet Gynecol Scand. 2013;92:1223–6.PubMed
28.
go back to reference O’Sullivan EP, Avalos G, O’Reilly M, Dennedy MC, Gaffney G, Dunne F. Atlantic Diabetes in Pregnancy (DIP): the prevalence and outcomes of gestational diabetes mellitus using new diagnostic criteria. Diabetologia. 2011;54:1670–5.CrossRefPubMed O’Sullivan EP, Avalos G, O’Reilly M, Dennedy MC, Gaffney G, Dunne F. Atlantic Diabetes in Pregnancy (DIP): the prevalence and outcomes of gestational diabetes mellitus using new diagnostic criteria. Diabetologia. 2011;54:1670–5.CrossRefPubMed
29.
go back to reference Nallaperumal S, Bhavadharini B, Mahalakshmi MM, Maheswari K, Jalaja R, Moses A, et al. Comparison of the world health organization and the International association of diabetes and pregnancy study groups criteria in diagnosing gestational diabetes mellitus in South Indians. Indian J Endocrinol Metab. 2013;17:906–9.CrossRefPubMedPubMedCentral Nallaperumal S, Bhavadharini B, Mahalakshmi MM, Maheswari K, Jalaja R, Moses A, et al. Comparison of the world health organization and the International association of diabetes and pregnancy study groups criteria in diagnosing gestational diabetes mellitus in South Indians. Indian J Endocrinol Metab. 2013;17:906–9.CrossRefPubMedPubMedCentral
30.
go back to reference Harlass FE, Brady K, Read JA. Reproducibility of the oral glucose tolerance test in pregnancy. Am J Obstet Gynecol. 1991;164:564–8.CrossRefPubMed Harlass FE, Brady K, Read JA. Reproducibility of the oral glucose tolerance test in pregnancy. Am J Obstet Gynecol. 1991;164:564–8.CrossRefPubMed
31.
go back to reference Catalano PM, Avallone DA, Drago NM, Amini SB. Reproducibility of the oral glucose tolerance test in pregnant women. Am J Obstet Gynecol. 1993;169:874–81.CrossRefPubMed Catalano PM, Avallone DA, Drago NM, Amini SB. Reproducibility of the oral glucose tolerance test in pregnant women. Am J Obstet Gynecol. 1993;169:874–81.CrossRefPubMed
32.
go back to reference Houshmand A, Jensen DM, Mathiesen ER, Damm P. Evolution of diagnostic criteria for gestational diabetes mellitus. Acta Obstet Gynecol Scand. 2013;92:739–45.CrossRefPubMed Houshmand A, Jensen DM, Mathiesen ER, Damm P. Evolution of diagnostic criteria for gestational diabetes mellitus. Acta Obstet Gynecol Scand. 2013;92:739–45.CrossRefPubMed
33.
34.
go back to reference Trujillo J, Vigo A, Reichelt A, Duncan BB, Schmidt MI. Fasting plasma glucose to avoid a full OGTT in the diagnosis of gestational diabetes. Diabetes Res Clin Pract. 2014;105:322–6.CrossRefPubMed Trujillo J, Vigo A, Reichelt A, Duncan BB, Schmidt MI. Fasting plasma glucose to avoid a full OGTT in the diagnosis of gestational diabetes. Diabetes Res Clin Pract. 2014;105:322–6.CrossRefPubMed
35.
go back to reference Lowe LP, Metzger BE, Dyer AR, Lowe J, McCance DR, Lappin TR, et al. Hyperglycemia and Adverse Pregnancy Outcome (HAPO) Study: associations of maternal A1C and glucose with pregnancy outcomes. Diabetes Care. 2012;35:574–80.CrossRefPubMedPubMedCentral Lowe LP, Metzger BE, Dyer AR, Lowe J, McCance DR, Lappin TR, et al. Hyperglycemia and Adverse Pregnancy Outcome (HAPO) Study: associations of maternal A1C and glucose with pregnancy outcomes. Diabetes Care. 2012;35:574–80.CrossRefPubMedPubMedCentral
36.
go back to reference Hughes RC, Moore MP, Gullam JE, Mohamed K, Rowan J. An early pregnancy HbA1c ≥5.9 % (41 mmol/mol) is optimal for detecting diabetes and identifies women at increased risk of adverse pregnancy outcomes. Diabetes Care. 2014;37:2953–9.CrossRefPubMed Hughes RC, Moore MP, Gullam JE, Mohamed K, Rowan J. An early pregnancy HbA1c ≥5.9 % (41 mmol/mol) is optimal for detecting diabetes and identifies women at increased risk of adverse pregnancy outcomes. Diabetes Care. 2014;37:2953–9.CrossRefPubMed
37.
go back to reference Hou RL, Zhou HH, Chen XY, Wang XM, Shao J, Zhao ZY. Effect of maternal lipid profile, C-peptide, insulin, and HBA1c levels during late pregnancy on large-for-gestational age newborns. World J Pediatr. 2014;10:175–81.CrossRefPubMed Hou RL, Zhou HH, Chen XY, Wang XM, Shao J, Zhao ZY. Effect of maternal lipid profile, C-peptide, insulin, and HBA1c levels during late pregnancy on large-for-gestational age newborns. World J Pediatr. 2014;10:175–81.CrossRefPubMed
38.
go back to reference Karcaaltincaba D, Yalvac S, Kandemir O, Altun S. Glycosylated hemoglobin level in the second trimester predicts birth weight and amniotic fluid volume in non-diabetic pregnancies with abnormal screening test. J Mater-Fetal Neonatal Med: Off J Eur Assoc Perinatal Med Fed Asia Ocean Perinatal Soc Int Soc Perinatal Obstet. 2010;23:1193–9.CrossRef Karcaaltincaba D, Yalvac S, Kandemir O, Altun S. Glycosylated hemoglobin level in the second trimester predicts birth weight and amniotic fluid volume in non-diabetic pregnancies with abnormal screening test. J Mater-Fetal Neonatal Med: Off J Eur Assoc Perinatal Med Fed Asia Ocean Perinatal Soc Int Soc Perinatal Obstet. 2010;23:1193–9.CrossRef
Metadata
Title
Hemoglobin A1c as screening for gestational diabetes mellitus in Nordic Caucasian women
Authors
Ingrid Hov Odsæter
Arne Åsberg
Eszter Vanky
Siv Mørkved
Signe Nilssen Stafne
Kjell Åsmund Salvesen
Sven Magnus Carlsen
Publication date
01-12-2016
Publisher
BioMed Central
Published in
Diabetology & Metabolic Syndrome / Issue 1/2016
Electronic ISSN: 1758-5996
DOI
https://doi.org/10.1186/s13098-016-0168-y

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