Skip to main content
Top
Published in: BMC Pregnancy and Childbirth 1/2019

Open Access 01-12-2019 | Gestational Diabetes | Research article

Seasonality, temperature and pregnancy oral glucose tolerance test results in Australia

Authors: Eddie X. Shen, Robert G. Moses, Jeremy J.N. Oats, Julia Lowe, H. David McIntyre

Published in: BMC Pregnancy and Childbirth | Issue 1/2019

Login to get access

Abstract

Background

The oral glucose-tolerance test (OGTT) is currently the standard method for diagnosis of gestational diabetes (GDM). We conducted a post hoc analysis using the Australian Hyperglycemia and Adverse Pregnancy Outcome (HAPO) data to determine seasonal variations in OGTT results, the consequent prevalence of GDM, and association with select perinatal parameters.

Method

Women enrolled in the Australian HAPO study sites (Brisbane and Newcastle) from 2001 to 2006 were included if OGTT results between 24 to 32 weeks gestation were available (n = 2120). Fasting plasma glucose, 1-h plasma glucose, 2-h plasma glucose, HbA1c, HOMA-IR, and umbilical cord C-peptide and glucose values were categorized by season and correlated to monthly temperature records from the Australian Bureau of Meteorology for Brisbane and Newcastle. GDM was defined post hoc using the IADPSG/WHO criteria.

Results

Small but significant (p <  0.01 on ANOVA) elevations in fasting glucose (+ 0.12 mM), HbA1c (+ 0.09%), and HOMA-IR (+ 0.88 units) were observed during the winter months. Conversely, higher 1-h (+ 0.19 mM) and 2-h (+ 0.33 mM) post-load glucose values (both p <  0.01) were observed during the summer months. The correlations between fasting glucose, 1-h glucose, 2-h glucose, and HbA1c with average monthly temperatures confirmed this trend, with positive Pearson’s correlations between 1-h and 2-h glucose with increasing average monthly temperatures, and negative correlations with fasting glucose and HbA1c. Further, umbilical cord C-peptide and glucose displayed negative Pearson’s correlation with average monthly temperature, aligned with trends seen in the fasting plasma glucose. Overall prevalence of GDM did not display significant seasonal variations due to the opposing trends seen in the fasting versus 1-h and 2-h post-load values.

Conclusion

A significant winter increase was observed for fasting plasma glucose, HbA1c, and HOMA-IR, which contrasted with changes in 1-h and 2-h post-load venous plasma glucose values. Interestingly, umbilical cord C-peptide and glucose displayed similar trends to that of the fasting plasma glucose. While overall prevalence of GDM did not vary significantly by seasons, this study illustrates that seasonality is indeed an additional factor when interpreting OGTT results for the diagnosis of GDM and provides new direction for future research into the seasonal adjustment of OGTT results.
Literature
1.
go back to reference Moses RG, Wong VC, Lambert K, Morris GJ, San Gil F. Seasonal changes in the prevalence of gestational diabetes mellitus. Diabetes Care. 2016;39(7):1218–21.CrossRef Moses RG, Wong VC, Lambert K, Morris GJ, San Gil F. Seasonal changes in the prevalence of gestational diabetes mellitus. Diabetes Care. 2016;39(7):1218–21.CrossRef
2.
go back to reference Booth GL, Luo J, Park AL, Feig DS, Moineddin R, Ray JG. Influence of environmental temperature on risk of gestational diabetes. CMAJ. 2017;189(19):E682–9.CrossRef Booth GL, Luo J, Park AL, Feig DS, Moineddin R, Ray JG. Influence of environmental temperature on risk of gestational diabetes. CMAJ. 2017;189(19):E682–9.CrossRef
3.
go back to reference Katsarou A, Claesson R, Ignell C, Shaat N, Berntorp K. Seasonal pattern in the diagnosis of gestational diabetes mellitus in southern Sweden. J Diabetes Res. 2016;2016:8905474.CrossRef Katsarou A, Claesson R, Ignell C, Shaat N, Berntorp K. Seasonal pattern in the diagnosis of gestational diabetes mellitus in southern Sweden. J Diabetes Res. 2016;2016:8905474.CrossRef
4.
go back to reference Verburg PE, Tucker G, Scheil W, Erwich JJ, Dekker GA, Roberts CT. Seasonality of gestational diabetes mellitus: a south Australian population study. BMJ Open Diabetes Res Care. 2016;4(1):e000286.CrossRef Verburg PE, Tucker G, Scheil W, Erwich JJ, Dekker GA, Roberts CT. Seasonality of gestational diabetes mellitus: a south Australian population study. BMJ Open Diabetes Res Care. 2016;4(1):e000286.CrossRef
5.
go back to reference Diagnostic criteria and classification of hyperglycaemia first detected in pregnancy. A World Health Organization guideline. Diabetes Res Clin Pract. 2014;103(3):341–63.CrossRef Diagnostic criteria and classification of hyperglycaemia first detected in pregnancy. A World Health Organization guideline. Diabetes Res Clin Pract. 2014;103(3):341–63.CrossRef
6.
go back to reference Metzger BE, Gabbe SG, Persson B, Buchanan TA, Catalano PA, Damm P, Dyer AR, Leiva A, Hod M, Kitzmiler JL, et al. International association of diabetes and pregnancy study groups recommendations on the diagnosis and classification of hyperglycemia in pregnancy. Diabetes Care. 2010;33(3):676–82.CrossRef Metzger BE, Gabbe SG, Persson B, Buchanan TA, Catalano PA, Damm P, Dyer AR, Leiva A, Hod M, Kitzmiler JL, et al. International association of diabetes and pregnancy study groups recommendations on the diagnosis and classification of hyperglycemia in pregnancy. Diabetes Care. 2010;33(3):676–82.CrossRef
7.
go back to reference Metzger BE, Lowe LP, Dyer AR, Trimble ER, Chaovarindr U, Coustan DR, Hadden DR, McCance DR, Hod M, McIntyre HD, et al. Hyperglycemia and adverse pregnancy outcomes. N Engl J Med. 2008;358(19):1991–2002.CrossRef Metzger BE, Lowe LP, Dyer AR, Trimble ER, Chaovarindr U, Coustan DR, Hadden DR, McCance DR, Hod M, McIntyre HD, et al. Hyperglycemia and adverse pregnancy outcomes. N Engl J Med. 2008;358(19):1991–2002.CrossRef
8.
go back to reference Nesbitt GS, Smye M, Sheridan B, Lappin TR, Trimble ER. Integration of local and central laboratory functions in a worldwide multicentre study: experience from the hyperglycemia and adverse pregnancy outcome (HAPO) study. Clin Trials. 2006;3(4):397–407.CrossRef Nesbitt GS, Smye M, Sheridan B, Lappin TR, Trimble ER. Integration of local and central laboratory functions in a worldwide multicentre study: experience from the hyperglycemia and adverse pregnancy outcome (HAPO) study. Clin Trials. 2006;3(4):397–407.CrossRef
9.
go back to reference Wallace TM, Levy JC, Matthews DR. Use and abuse of HOMA modeling. Diabetes Care. 2004;27(6):1487–95.CrossRef Wallace TM, Levy JC, Matthews DR. Use and abuse of HOMA modeling. Diabetes Care. 2004;27(6):1487–95.CrossRef
11.
go back to reference Moses R, Griffiths R. Is there a seasonal variation in the incidence of gestational diabetes? Diabet Med. 1995;12(7):563–5.CrossRef Moses R, Griffiths R. Is there a seasonal variation in the incidence of gestational diabetes? Diabet Med. 1995;12(7):563–5.CrossRef
12.
go back to reference Blauw LL, Aziz NA, Tannemaat MR, Blauw CA, de Craen AJ, Pijl H, Rensen PC. Diabetes incidence and glucose intolerance prevalence increase with higher outdoor temperature. BMJ Open Diabetes Res Care. 2017;5(1):e000317.CrossRef Blauw LL, Aziz NA, Tannemaat MR, Blauw CA, de Craen AJ, Pijl H, Rensen PC. Diabetes incidence and glucose intolerance prevalence increase with higher outdoor temperature. BMJ Open Diabetes Res Care. 2017;5(1):e000317.CrossRef
13.
go back to reference O'Brien EC, O'Sullivan EJ, Kilbane MT, Geraghty AA, McKenna MJ, McAuliffe FM. Season and vitamin D status are independently associated with glucose homeostasis in pregnancy. Nutr Metab (Lond). 2017;14:50.CrossRef O'Brien EC, O'Sullivan EJ, Kilbane MT, Geraghty AA, McKenna MJ, McAuliffe FM. Season and vitamin D status are independently associated with glucose homeostasis in pregnancy. Nutr Metab (Lond). 2017;14:50.CrossRef
14.
go back to reference Tseng CL, Brimacombe M, Xie M, Rajan M, Wang H, Kolassa J, Crystal S, Chen TC, Pogach L, Safford M. Seasonal patterns in monthly hemoglobin A1c values. Am J Epidemiol. 2005;161(6):565–74.CrossRef Tseng CL, Brimacombe M, Xie M, Rajan M, Wang H, Kolassa J, Crystal S, Chen TC, Pogach L, Safford M. Seasonal patterns in monthly hemoglobin A1c values. Am J Epidemiol. 2005;161(6):565–74.CrossRef
15.
go back to reference Moses RG, Patterson MJ, Regan JM, Chaunchaiyakul R, Taylor NA, Jenkins AB. A non-linear effect of ambient temperature on apparent glucose tolerance. Diabetes Res Clin Pract. 1997;36(1):35–40.CrossRef Moses RG, Patterson MJ, Regan JM, Chaunchaiyakul R, Taylor NA, Jenkins AB. A non-linear effect of ambient temperature on apparent glucose tolerance. Diabetes Res Clin Pract. 1997;36(1):35–40.CrossRef
16.
go back to reference Knight J, Schilling C, Barnett A, Jackson R, Clarke P. Revisiting the “Christmas holiday effect” in the southern hemisphere. J Am Heart Assoc. 2016;5(12). Knight J, Schilling C, Barnett A, Jackson R, Clarke P. Revisiting the “Christmas holiday effect” in the southern hemisphere. J Am Heart Assoc. 2016;5(12).
17.
go back to reference Carnevale Schianca GP, Rossi A, Sainaghi PP, Maduli E, Bartoli E. The significance of impaired fasting glucose versus impaired glucose tolerance: importance of insulin secretion and resistance. Diabetes Care. 2003;26(5):1333–7.CrossRef Carnevale Schianca GP, Rossi A, Sainaghi PP, Maduli E, Bartoli E. The significance of impaired fasting glucose versus impaired glucose tolerance: importance of insulin secretion and resistance. Diabetes Care. 2003;26(5):1333–7.CrossRef
18.
go back to reference Abdul-Ghani MA, Matsuda M, Jani R, Jenkinson CP, Coletta DK, Kaku K, DeFronzo RA. The relationship between fasting hyperglycemia and insulin secretion in subjects with normal or impaired glucose tolerance. Am J Physiol Endocrinol Metab. 2008;295(2):E401–6.CrossRef Abdul-Ghani MA, Matsuda M, Jani R, Jenkinson CP, Coletta DK, Kaku K, DeFronzo RA. The relationship between fasting hyperglycemia and insulin secretion in subjects with normal or impaired glucose tolerance. Am J Physiol Endocrinol Metab. 2008;295(2):E401–6.CrossRef
19.
go back to reference Durnwald CP, Mele L, Spong CY, Ramin SM, Varner MW, Rouse DJ, Sciscione A, Catalano P, Saade G, Sorokin Y, et al. Glycemic characteristics and neonatal outcomes of women treated for mild gestational diabetes. Obstet Gynecol. 2011;117(4):819–27.CrossRef Durnwald CP, Mele L, Spong CY, Ramin SM, Varner MW, Rouse DJ, Sciscione A, Catalano P, Saade G, Sorokin Y, et al. Glycemic characteristics and neonatal outcomes of women treated for mild gestational diabetes. Obstet Gynecol. 2011;117(4):819–27.CrossRef
20.
go back to reference Krew MA, Kehl RJ, Thomas A, Catalano PM. Relation of amniotic fluid C-peptide levels to neonatal body composition. Obstet Gynecol. 1994;84(1):96–100.PubMed Krew MA, Kehl RJ, Thomas A, Catalano PM. Relation of amniotic fluid C-peptide levels to neonatal body composition. Obstet Gynecol. 1994;84(1):96–100.PubMed
21.
go back to reference Uvena-Celebrezze J, Fung C, Thomas AJ, Hoty A, Huston-Presley L, Amini SB, Catalano PM. Relationship of neonatal body composition to maternal glucose control in women with gestational diabetes mellitus. J Matern Fetal Neonatal Med. 2002;12(6):396–401.CrossRef Uvena-Celebrezze J, Fung C, Thomas AJ, Hoty A, Huston-Presley L, Amini SB, Catalano PM. Relationship of neonatal body composition to maternal glucose control in women with gestational diabetes mellitus. J Matern Fetal Neonatal Med. 2002;12(6):396–401.CrossRef
22.
go back to reference Shen EX, Moses RG, Oats JJN, Lowe J, McIntyre HD: Seasonality, temperature and pregnancy oral glucose tolerance test results in Australia. 2017 ADIPS SOMANZ Joint Scientific Meeting Oct 20–22 2017 Canberra, Australia. Shen EX, Moses RG, Oats JJN, Lowe J, McIntyre HD: Seasonality, temperature and pregnancy oral glucose tolerance test results in Australia. 2017 ADIPS SOMANZ Joint Scientific Meeting Oct 20–22 2017 Canberra, Australia.
Metadata
Title
Seasonality, temperature and pregnancy oral glucose tolerance test results in Australia
Authors
Eddie X. Shen
Robert G. Moses
Jeremy J.N. Oats
Julia Lowe
H. David McIntyre
Publication date
01-12-2019
Publisher
BioMed Central
Published in
BMC Pregnancy and Childbirth / Issue 1/2019
Electronic ISSN: 1471-2393
DOI
https://doi.org/10.1186/s12884-019-2413-5

Other articles of this Issue 1/2019

BMC Pregnancy and Childbirth 1/2019 Go to the issue