A two-step screening algorithm including fasting plasma glucose measurement and a risk estimation model is an accurate strategy for detecting gestational diabetes mellitus

Diabetologia

Volumn 55, Issue 12, 2012, Pages 3173-3181

  Gobl C S ^a,b   Bozkurt, L ^b   Rivic, P ^b   Schernthaner, G ^c   Weitgasser, R ^b,d   Pacini, G ^e   Mittlbock M ^b   Bancher Todesca, D ^a   Lechleitner, M ^f   Kautzky Willer, A ^b  

^a UNIV KLIN FÜR FRAUENHEILKUNDE   (Austria)

^b MEDICAL UNIVERSITY OF VIENNA   (Austria)

^c Rudolfstiftung   (Austria)

^d PARACELSUS MEDICAL UNIVERSITY   (Austria)

^e CNR   (Italy)

^f INNSBRUCK MEDICAL UNIVERSITY   (Austria)

Author keywords

Gestational diabetes; Glucose tolerance test; Risk assessment; Screening

Indexed keywords

GLUCOSE;

ADULT; ALGORITHM; ARTICLE; BLOOD GLUCOSE MONITORING; DIAGNOSTIC ACCURACY; DISEASE ASSOCIATION; DYSLIPIDEMIA; FEMALE; GLUCOSE BLOOD LEVEL; GLUCOSURIA; HUMAN; LARGE FOR GESTATIONAL AGE; MAJOR CLINICAL STUDY; MATHEMATICAL MODEL; ORAL GLUCOSE TOLERANCE TEST; PRACTICE GUIDELINE; PREDICTION; PREGNANCY DIABETES MELLITUS; PRIORITY JOURNAL; RISK ASSESSMENT; RISK FACTOR; SCORING SYSTEM; SCREENING TEST; SENSITIVITY AND SPECIFICITY;

ADULT; ALGORITHMS; AUSTRIA; BLOOD GLUCOSE; DIABETES, GESTATIONAL; FASTING; FEMALE; FETAL MACROSOMIA; GLUCOSE TOLERANCE TEST; HUMANS; INFANT, NEWBORN; MASS SCREENING; PREGNANCY; PROBABILITY; REPRODUCIBILITY OF RESULTS; RISK FACTORS; ROC CURVE; SENSITIVITY AND SPECIFICITY;

EID: 84868214334     PISSN: 0012186X     EISSN: 14320428     Source Type: Journal    
DOI: 10.1007/s00125-012-2726-7     Document Type: Article

References (38)

1. Pedersen J (1967) The pregnant diabetic and her newborn: problems and management. William &Wilkins, Baltimore, pp 128-137
2. Pettitt DJ, Knowler WC, Bennett PH, Aleck KA, Baird HR (1987) Obesity in offspring of diabetic Pima Indian women despite normal birth weight. Diabetes Care 10:76-80
3. Catalano PM, Hauguel-De Mouzon S (2011) Is it time to revisit the Pedersen hypothesis in the face of the obesity epidemic? Am J Obstet Gynecol 204:479-487
4. Metzger BE, Coustan DR (1998) Summary and recommendations of the Fourth International Workshop-Conference on Gestational Diabetes Mellitus. The Organizing Committee. Diabetes Care 21 (Suppl 2):B161-B167
5. Kjos SL, Buchanan TA (1999) Gestational diabetes mellitus. N Engl J Med 341:1749-1756
6. Kim C, Newton KM, Knopp RH (2002) Gestational diabetes and the incidence of type 2 diabetes. Diabetes Care 25:1862-1868
7. Bozkurt L, Göbl CS, Tura A et al (2012) Fatty liver index predicts further metabolic deteriorations in women with previous gestational diabetes. PLoS One 7:e32710
8. Retnakaran R (2009) Glucose tolerance status in pregnancy: a window to the future risk of diabetes and cardiovascular disease in young women. Curr Diabetes Rev 5:239-244
9. Bellamy L, Casas JP, Hingorani AD, Williams D (2009) Type 2 diabetes mellitus after gestational diabetes: a systematic review and meta analysis. Lancet 373:1773-1779
10. Göbl CS, Bozkurt L, Prikoszovich T, Winzer C, Pacini G, Kautzky-Willer A (2011) Early possible risk factors for overt diabetes after gestational diabetes mellitus. Obstet Gynecol 118:71-78
11. Farrar D, Duley L, Lawlor DA (2011) Different strategies for diagnosing gestational diabetes to improve maternal and infant health. Cochrane Database Syst Rev, Issue 10, Art. no. CD007122
12. Tieu J, Middleton P, McPhe AJ, Crowther CA (2011) Screening and subsequent management for gestational diabetes for improving maternal and infant health. Cochrane Database Syst Rev, Issue 7, Art. no. CD007222
13. Metzger BE, Buchanan TA, Coustan DR et al (2007) Summary and recommendations of the Fifth InternationalWorkshop-Conference on Gestational Diabetes Mellitus. Diabetes Care 30:251-260
14. Kautzky-Willer A, Bancher-Todesca D, Weitgasser R et al (2008) The impact of risk factors and more stringent diagnostic criteria of gestational diabetes on outcomes in central European women. J Clin Endocrinol Metab 93:1689-1695
15. Griffin ME, Coffey M, Johnson H et al (2000) Universal vs. risk factor-based screening for gestational diabetes mellitus: detection rates, gestation at diagnosis and outcome. Diabet Med 17:26-32
16. van Leeuwen M, Opmer BC, Zweers EJ et al (2010) Estimating the risk of gestational diabetes mellitus: a clinical prediction model based on patient characteristics and medical history. BJOG 117:69-75
17. Naylor CD, Sermer M, Chen E, Farine D (1997) Selective screening for gestational diabetes mellitus. N Engl J Med 337:1591-1596
18. Phaloprakarn C, Tangjitgamol S, Manusirivithaya S (2009) A risk score for selective screening for gestational diabetes mellitus. Eur J Obstet Gynecol Reprod Biol 145:71-75
19. Agarwal MM, Dhatt GS, Shah SM (2010) Gestational diabetes mellitus: simplifying the international association of diabetes and pregnancy diagnostic algorithm using fasting plasma glucose. Diabetes Care 33:2018-2020
20. International Association of Diabetes and Pregnancy Study Groups Consensus Panel (2010) International association of diabetes and pregnancy study groups recommendations on the diagnosis and classification of hyperglycaemia in pregnancy. Diabetes Care 33:676-682
21. Goeman J (2010) L1 and L2 penalized regression models. Available from: http://cran.r-project.org/web/packages/penalized/vignettes/penalized.pdf. Accessed 19 November 2011
22. Goeman JJ (2010) L1 penalized estimation in the Cox proportional hazards model. Biom J 52:70-84
23. R Development Core Team (2011) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. Available from: www.R-project.org. Accessed 19 November 2011
24. Caliskan E, Kayikcioglu F, Öztürk N, Koc S, Haberal A (2004) A population-based risk factor scoring will decrease unnecessary testing for the diagnosis of gestational diabetes mellitus. Acta Obstet Gynecol Scand 83:524-530
25. Coustan DR, Lowe LP, Metzger BE, Dyer AR (2010) The Hyperglycemia and Adverse Pregnancy Outcome (HAPO) study: paving the way for new diagnostic criteria for gestational diabetes mellitus. Am J Obstet Gynecol 202:654.e.1-6
26. Riskin-Mashiah S, Damti A, Auslender R (2010) First trimester fasting hyperglycemia as a predictor for the development of gestational diabetes mellitus. Eur J Obstet Gynecol Reprod Biol 152:163-167
27. Siegmund T, Rad NT, Ritterath C, Siebert G, HeinrichW, BuhlingKJ (2008) Longitudinal changes in the continous glucose profile measured by the CGMS in healthy pregnant women and determination of cut-off values. Eur J Obstet Gynecol Reprod Biol 139:46-51
28. Black MH, Sacks DA, Xiang AH, Lawrence JM (2010) Clinical outcomes of pregnancies complicated by mild gestational diabetes differ by combinations of abnormal oral glucose tolerance test values. Diabetes Care 33:2524-2530
29. Boerschmann H, Pflüger M, Henneberger L, Ziegler AG, Hummel S (2010) Prevalence and predictors of overweight and insulin resistence in offspring of mothers with gestational diabetes mellitus. Diabetes Care 33:1845-1849
30. Schaefer-Graf UM, Graf K, Kulbacka I et al (2008) Maternal lipids as strong determinants of fetal environment and growth in pregnancies with gestational diabetes mellitus. Diabetes Care 31:1858-1863
31. Göbl CS, Handisurya A, Klein K et al (2010) Changes in serum lipid levels during pregnancy in type 1 and type 2 diabetic subjects. Diabetes Care 33(9):2071-2073
32. Scott DA, Loveman E, McIntyre L, Waugh N (2002) Screening for gestational diabetes: a systematic review and economic evaluation. Health Technol Assess 6:1-161
33. Kjos S, Buchanan T, Langer O, Yariv Y, Most O, Xenakis EM (2005) Gestational diabetes: the consequence of not treating. Am J Obstet Gynecol 192:989-997
34. Savvidou M, Nelson SM, Makgoba M, Messow CM, Sattar N, Nicolaides K (2010) First-trimester prediction of gestational diabetes mellitus: examining the potential of combining maternal characteristics and laboratory measures. Diabetes 59:3017-3022
35. Kjos SL, Schaefer-Graf UM (2007) Modified therapy for gestational diabetes using high-risk and low-risk fetal abdominal circumference growth to select strict versus relaxed maternal glycaemic targets. Diabetes Care 30:S200-S205
36. Meltzer SJ, Snyder J, Penrod JR, Nudi M, Morin L (2010) Gestational diabetes mellitus screening and diagnosis: a prospective randomised controlled trial comparing costs of one-step and twostep methods. BJOG 117:407-415
37. Werner EF, Pettker CM, Zuckerwise L et al (2012) Screening for gestational diabetes mellitus: are the criteria proposed by the International Association of the Diabetes and Pregnancy Study Groups cost effective? Diabetes Care 35:529-535
38. Sacks DA, Haden DR, Maresch M, HAPO Study Cooperative Research Group et al (2012) Frequency of Gestational Diabetes Mellitus at collaborating centers based on IADPSG Consensus Panel recommend criteria. Diabetes Care 35:526-528