| Literature DB >> 31167664 |
Enav Yefet1, Naama Schwartz2, Basma Sliman3, Avraham Ishay4,5, Zohar Nachum3,5.
Abstract
BACKGROUND: To examine whether glycemic control of gestational diabetes mellitus (GDM) could modify the risk for future maternal metabolic and cardiovascular morbidities.Entities:
Keywords: Dyslipidemia; Gestational diabetes mellitus; Glycemic control; Hypertension; Metabolic syndrome; Obesity; Pregnancy; Type 2 diabetes mellitus
Mesh:
Substances:
Year: 2019 PMID: 31167664 PMCID: PMC6549350 DOI: 10.1186/s12933-019-0881-6
Source DB: PubMed Journal: Cardiovasc Diabetol ISSN: 1475-2840 Impact factor: 9.951
Fig. 1The ROC curve for the predictive probability of type 2 diabetes mellitus by mean daily glucose value according to the daily glucose charts of women with gestational diabetes mellitus. The ROC curve was statistically significant (AUC with 95% CI 62% [56–67%], p < 0.0001). AUC area under the curve, CI confidence interval, ROC receiver operating characteristic
Fig. 2Patients’ flow chart
Demographic and obstetric characteristics of the study population and study outcomes
| Control | Good glycemic control | Poor glycemic control | ||||
|---|---|---|---|---|---|---|
| Age | 28.2 (5.2) [27.9, 24.0–32.3] | 29.7 (4.8) [29.1, 26.3–33.1] | 0.0005 | 30.4 (4.9) [30.5, 26.9–34.0] | < 0.0001 | 0.12 |
| Age ≥ 35 | 41 (12%) | 31 (13%) | 0.51 | 42 (19%) | 0.01 | 0.09 |
| Number of previous pregnancies | 3.1 (2.1) [1–4] | 2.8 (2.1) [1–4] | 0.02 | 3.3 (2.3) [1–5] | 0.41 | 0.006 |
| First pregnancy | 88 (25%) | 80 (35%) | 0.01 | 58 (27%) | 0.64 | 0.07 |
| Number of previous births | 2.6 (1.7) [1–3] | 2.3 (1.8) [1–3] | 0.0002 | 2.7 (2.0) [1–4] | 0.52 | 0.01 |
| Primiparity | 106 (30%) | 113 (49%) | < 0.0001 | 85 (39%) | 0.03 | 0.04 |
| Birth weight | 3270 (504) [3315, 2995–3622] | 3256 (555) [3325, 2966–3605] | 0.76 | 3276 (572) [3318, 2992–3588] | 0.89 | 0.70 |
| Pre-pregnancy BMI | 19.5 (10.4) [22.3, 19.5–25.9] | 26.8 (5.2) [26.3, 23.0–30.1] | < 0.0001 | 27.2 (5.1) [26.9, 23.7–30.1] | < 0.0001 | 0.45 |
| Country of birth | ||||||
| Israel | 310 (88%) | 191 (83%) | 0.01 | 188 (87%) | 0.051 | 0.16 |
| Ethiopia | 4 (1.1%) | 8 (3.4%) | 10 (4.6%) | |||
| USSR | 28 (8.0%) | 14 (6.0%) | 12 (5.6%) | |||
| Other | 10 (2.8%) | 17 (7.4%) | 6 (2.8%) | |||
| Immigrant | 42 (12%) | 39 (17%) | 0.09 | 28 (13%) | 0.72 | 0.24 |
| Male fetus | 181 (52%) | 128 (56%) | 0.33 | 110 (53%) | 0.89 | 0.46 |
| Multiple pregnancy | 3 (0.9%) | 10 (4.4%) | 0.005 | 4 (1.9%) | 0.44 | 0.13 |
| Marital status | ||||||
| Married | 346 (98%) | 226 (98%) | 0.85 | 210 (97%) | 0.63 | 0.57 |
| Single | 5 (1.4%) | 4 (1.7%) | 4 (1.9%) | |||
| Divorced | 1 (0.3%) | 0 (0%) | 2 (0.9%) | |||
| Cesarean delivery | 41 (12%) | 69 (30%) | < 0.0001 | 62 (29%) | < 0.0001 | 0.74 |
| GCT mg/dL | 100 (26) [96, 81–114] | 167 (29) [162, 147–187] | < 0.0001 | 171 (31) [170, 152–189] | < 0.0001 | 0.13 |
| OGTT (mg/dL): fasting | 88 (13) [85, 79–97] | 95 (17) [94, 85–103] | < 0.0001 | |||
| OGTT: 1-h post glucose load | 201 (27) [200, 190–215] | 203 (24.5) [202, 189–216] | 0.52 | |||
| OGTT: 2-h post glucose load | 157 (31) [159, 135–178] | 164 (37) [164, 140–185] | 0.06 | |||
| OGTT: 3-h post glucose load | 99 (34) [96, 73–123] | 111 (45) [106, 81–131] | 0.004 | |||
| Study outcomes | ||||||
| Type 2 diabetes mellitus | 19 (5.4%) | 86 (37%) | < 0.0001 | 121 (56%) | < 0.0001 | < 0.0001 |
| Dyslipidemia | 49 (14%) | 67 (29%) | < 0.0001 | 102 (47%) | < 0.0001 | < 0.0001 |
| Obesity | 111 (32%) | 111 (48%) | < 0.0001 | 124 (57%) | < 0.0001 | 0.053 |
| Hypertension | 44 (13%) | 42 (18%) | 0.06 | 39 (18%) | 0.07 | 0.96 |
Values are presented as mean (standard deviation) [median, IQR] or number (percent)
Missing values: Gender: four missing in control, 2 in good glycemic control, and 7 in poor glycemic control
Mode of delivery: two in good glycemic control, 1 in poor glycemic control
Num. pregnancy: 1 missing in control
Num. birth: 1 missing in control
Pre-pregnancy BMI: 90 missing in control, 15 missing in good glycemic control, 27 missing in poor glycemic control
GCT: In the control group, 15 women had normal GCT according to the medical chart without the exact value, 29 missing in good glycemic control, 43 missing in poor glycemic control
OGTT: Fasting: Twenty-two missing in good glycemic control, 39 missing in poor glycemic control; OGTT: 1-h post glucose load: Sixteen missing in good glycemic control, 36 missing in poor glycemic control
OGTT: 2-h post glucose load: Eighteen missing in good glycemic control, 38 missing in poor glycemic control
OGTT: 3-h post glucose load: Twenty-five missing in good glycemic control, 45 missing in poor glycemic control
* Control vs good glycemic control
†Control vs poor glycemic control
‡Good glycemic control vs. poor glycemic control
Fig. 3Kaplan Meier survival curve of years from pregnancy until development of type 2 diabetes mellitus (DM) (a), obesity (OB) (b), hypertension (HTN) (c), and dyslipidemia (d) for women in the control group, women with GDM with good glycemic control and poor glycemic control. Logrank test for all the comparisons is statistically significant (p < 0.05). Control refers to women without gestational diabetes mellitus (GDM) during pregnancy. Excluded from analysis were women with diagnosis prior to the index pregnancy or cases in which the exact date of the diagnosis is unknown
Risk factors during pregnancy for developing characteristics of the metabolic syndrome—multivariate analysis
| Risk factor | Adjusted HR [95% CI] | |
|---|---|---|
| Type 2 diabetes mellitus | ||
| Poor glycemic control vs. controls | 14.8 [7.6–28.8] | < 0.0001 |
| Good glycemic control vs. controls | 8.4 [4.3–16.6] | < 0.0001 |
| Poor glycemic control vs. good glycemic control | 1.7 [1.3–2.4] | 0.0004 |
| Pre-pregnancy body mass index (BMI) | 1.04 [1.01–1.1] | 0.004 |
| Parity | 1.2 [1.1–1.2] | < 0.0001 |
| Dyslipidemia | ||
| Poor glycemic control vs. controls | 3.7 [2.3–5.9] | < 0.0001 |
| Good glycemic control vs. controls | 2.0 [1.3–3.3] | 0.004 |
| Poor glycemic control vs. good glycemic control | 1.8 [1.3–2.6] | 0.0003 |
| Pre-pregnancy BMI | 1.05 [1.02–1.07] | < 0.0001 |
| Obesity | ||
| Pre-pregnancy BMI | 1.09 [1.07–1.1] | < 0.0001 |
| Hypertension | ||
| Pre-pregnancy BMI | 1.04 [1.004–1.07] | 0.04 |
| Maternal age during pregnancy | 1.1 [1.07–1.20] | < 0.0001 |
Stepwise multiple Cox regression model to evaluate independent risk factors for developing type 2 diabetes mellitus: hypertension, obesity, and dyslipidemia. Controls refer to women without gestational diabetes mellitus during pregnancy. Good glycemic control refers to mean daily glucose charts ≤ 95 mg/dL. Poor glycemic control refers to mean daily glucose charts > 95 mg/dL
HR hazard ratio