| Literature DB >> 25174260 |
Hanna Huopio1, Heidi Hakkarainen, Mirja Pääkkönen, Teemu Kuulasmaa, Raimo Voutilainen, Seppo Heinonen, Henna Cederberg.
Abstract
BACKGROUND: Gestational diabetes (GDM) has been associated with an elevated risk of type 2 diabetes in women after the pregnancy. Recognition of the factors differentiating the women at highest risk of progression to overt disease from those who remain normoglycemic after gestational diabetes is of key importance for targeted prevention programmes. To this aim, we investigated the incidence and risk factors of prediabetes and type 2 diabetes with a view to the underlying pathophysiological mechanisms in a long-term follow-up of women with a history of gestational diabetes.Entities:
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Year: 2014 PMID: 25174260 PMCID: PMC4156646 DOI: 10.1186/1471-2393-14-296
Source DB: PubMed Journal: BMC Pregnancy Childbirth ISSN: 1471-2393 Impact factor: 3.007
Clinical characteristics of the women with gestational diabetes and controls at index pregnancy and the follow-up study
| GDM patients (n = 489) | Controls (n = 385) | ||||
|---|---|---|---|---|---|
| Mean | SD | Mean | SD |
| |
|
| |||||
| Age at delivery (yrs) | 32.0 | 5.9 | 29.6 | 5.3 |
|
| Parity | 1.1 | 1.3 | 0.7 | 0.9 |
|
| Primipara/multipara (%) | 36.6/63.4 | 54.5/45.6 |
| ||
| Waist (cm) | 91.3 | 13.4 | 86.3 | 11.7 |
|
| BMI in the first trimester (kg/m2) | 26.4 | 4.8 | 24.1 | 3.8 |
|
| Duration of the pregnancy (weeks) | 39.3 | 1.5 | 39.5 | 1.7 | 0.095 |
| Birth weight of the child (g) | 3648 | 545 | 3579 | 570 | 0.065 |
|
| |||||
| Age at follow up (yrs) | 37.8 | 7.2 | 38.4 | 6.3 | 0.200 |
| Follow-up time (yrs) | 6.0 | 4.4 | 9.0 | 5.5 |
|
| Family history of diabetes (%) | 81.0 | 71.5 |
| ||
| Current smoker (%) | 18.8 | 13.6 |
| ||
| BMI (kg/m2) | 28.4 | 5.5 | 26.9 | 4.9 |
|
| HbA1c [mmol/mol (%)] | 36 (5.5) | 5 | 35 (5.3) | 3 |
|
| Fasting plasma glucose (mmol/l) | 5.6 | 0.5 | 5.3 | 0.4 |
|
| 30-min plasma glucose (mmol/l) | 8.0 | 1.7 | 7.1 | 1.5 |
|
| 2-h plasma glucose (mmol/l) | 6.0 | 1.7 | 5.5 | 1.2 |
|
| Fasting plasma insulin (pmol/l) | 79.2 | 55.6 | 63.2 | 43.1 |
|
| 30-min plasma insulin (pmol/l) | 507.0 | 355.6 | 439.0 | 266 |
|
| 2-hour plasma insulin (pmol/l) | 351.4 | 327.1 | 278.5 | 242.4 |
|
| P-glucose area under the curve (mmol/l*min) | 832.6 | 160.3 | 749.6 | 130.6 |
|
| P-insulin area under the curve (pmol/l*min) | 40880.3 | 28499.6 | 34414 | 21656 |
|
| HOMA-IR | 2.9 | 2.1 | 2.2 | 1.6 |
|
| Matsuda ISI (mg/dl, mU/l) | 5.7 | 3.2 | 7.1 | 3.6 |
|
| Disposition Index | 167.4 | 65.1 | 206.3 | 77.6 |
|
*Individuals diagnosed with type 2 diabetes during the follow-up time (n = 15) were not included in HbA1C and oral glucose tolerance tests. HOMA-IR, homeostatic model assessment of insulin resistance. P-values < 0.05 are indicated in bold font.
Figure 1Glucose tolerance of the control (white columns) and GDM subjects (black columns) evaluated during the follow-up visit (NGT = normal glucose tolerance, IIFG = isolated increased fasting glucose, IIGT = isolated impaired glucose tolerance, IFG & IGT = combination of IFG and IGT, type 2 diabetes). The total numbers of study persons in each group are shown in numeric form above each column.
Figure 2The cumulative hazard for incident type 2 diabetes (the time point of diagnosis) during the course of the follow-up time in the controls (broken line) and GDM subjects (black line).
Association between gestational diabetes and the risk of prediabetic stages at the follow-up study
| IIFG | IIGT | IFG + IGT | Prediabetes | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (N = 267) | (N = 26) | (N = 40) | (N = 333) | |||||||||
| HR | 95% CI |
| HR | 95% CI |
| HR | 95% CI |
| HR | 95% CI |
| |
| Model 1 | 3.1 | 2.4-4.0 |
| 7.8 | 2.9-21.6 |
| 4.7 | 2.2-10.0 |
| 4.0 | 3.1-5.1 |
|
| Model 2 | 3.2 | 2.5-4.3 |
| 7.8 | 2.8-21.7 |
| 3.7 | 1.7-7.9 |
| 3.8 | 3.0-4.9 |
|
| Model 3 | 3.0 | 2.3-4.0 |
| 7.7 | 2.7-21.4 |
| 3.5 | 1.6-7.6 |
| 3.6 | 2.8-4.6 |
|
| Model 4 | 3.1 | 2.4-4.1 |
| 7.6 | 2.7-21.3 |
| 3.1 | 1.4-6.9 |
| 3.7 | 2.8-4.7 |
|
Cox proportional hazard model comparing the association of GDM with prediabetic stages vs NGT. IIFG, isolated impaired fasting glucose, IIGT, isolated impaired glucose tolerance, IFG + IGT, combined impaired fasting glucose and impaired glucose tolerance; HR, Hazard ratio: CI, confidence interval. P-values < 0.05 are indicated in bold font.
Model 1: unadjusted.
Model 2: Adjusted for age, BMI.
Model 3: Adjusted for age, BMI, parity.
Model 4: Adjusted with age, BMI, parity, smoking, physical activity.
Association between gestational diabetes and plasma glucose levels at the follow-up study
| Variable at follow-up study | B | SE |
|
|
|
|
|---|---|---|---|---|---|---|
| Fasting plasma glucose (mmol/l) | 0.27 | 0.03 |
|
|
| 0.063 |
| 2-hour plasma glucose (mmol/l) | 0.54 | 0.10 |
|
|
| 0.803 |
| Glucose AUC (mmol/l) | 83.04 | 10.84 |
|
|
|
|
Linear regression analysis, individuals with diabetes diagnosed between index pregnancy and follow-up study are excluded, N = 385 controls and 474 patients with GDM. AUC, area under the curve. P-values < 0.05 are indicated in bold font.
P, unadjusted.
P*, adjusted for age, BMI, follow-up time, parity, smoking, physical activity.
P**, adjusted for age, BMI, follow-up time, parity, smoking, physical activity, Matsuda ISI.
P***, adjusted for age, BMI, follow-up time, parity, smoking, physical activity, Disposition Index.
Comparison of women with normal and abnormal glucose tolerance at the follow-up study visit among those affected by gestational diabetes
| NGT (n = 228) | AGT (n = 246) | ||||
|---|---|---|---|---|---|
| Mean | SD | Mean | SD |
| |
| Age at delivery (years) | 31.3 | 5.9 | 32.6 | 5.9 |
|
| Number of deliveries | 1.1 | 1.4 | 1.2 | 1.2 | 0.550 |
| Age at follow-up study (years) | 36.3 | 7.0 | 38.6 | 7.0 |
|
| Follow-up time (years) | 5.2 | 4.0 | 6.3 | 4.5 |
|
| Waist (cm) | 87.0 | 12.3 | 94.0 | 12.6 |
|
| BMI in the first trimester (kg/m2) | 25.6 | 4.6 | 26.9 | 4.6 |
|
| BMI in the end of pregnancy (kg/m2) | 30.1 | 4.4 | 31.2 | 4.5 |
|
| Weight increment during pregnancy (kg) | 12.3 | 6.2 | 12.2 | 5.9 | 0.993 |
| BMI at follow-up study (kg/m2) | 26.6 | 4.9 | 29.5 | 5.2 |
|
| Change in weight during follow-up time (kg) | 1.6 | 7.3 | 5.5 | 8.1 |
|
| Change in BMI during follow-up time (kg/m2) | 1.1 | 2.7 | 2.6 | 3.0 |
|
| Current smoker (%) | 21.8 | 15.6 | 0.090 | ||
| Physical activity (%) | 82.7 | 83.5 | 0.816 | ||
| Family history of diabetes | 79.9 | 81.5 | 0.669 | ||
| HbA1c [mmol/mol (%)] | 35 (5.3) | 3 | 37 (5.5) | 4 |
|
| Matsuda ISI (mg/dl, mU/l) | 6.8 | 3.3 | 4.6 | 2.8 |
|
| Disposition Index | 201.8 | 61.1 | 133.0 | 48.9 |
|
NGT, normal glucose tolerance; AGT, abnormal glucose tolerance (includes both prediabetes and type 2 diabetes). Subjects diagnosed with type 2 diabetes between the index pregnancy and the follow-up visit were excluded. P-values < 0.05 are indicated in bold font.