Submitted:
27 October 2023
Posted:
27 October 2023
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. RESEARCH DESIGN AND METHODS.
2.1. Study design
2.2. Study population
2.3. Study timeline and intervention
2.4. Data collection
2.5. Categorization of glucose testing at 3 months and 3 years postpartum
2.6. Unmodifiable and modifiable RF
2.7. Study outcomes
2.8. Statistical analysis
3. RESULTS
4. DISCUSSION
Author Contributions
Funding
Data and Resource Availability
Acknowledgments
Conflicts of Interest
References
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| Non-participants (n=1129) | Participants (n=1400) |
P |
|
| Sociodemographic features | |||
| Age (years) | 32.1 ± 5.5 | 33.1 ± 4.9 | 0.001 |
| Ethnicity Caucasian Hispanic Others |
724 (64.1) 364 (32.2) 41 (3.6) |
935 (66.8) 430 (30.7) 35 (2.5) |
0.040 |
| University Degree | 683 (60.5) | 964 (68.9) | 0.001 |
| Workers | 839 (74.3) | 1134 (81.0) | 0.001 |
| Smoking status Never smokers Current smokers |
604 (53.5) 113 (10.0) |
801 (57.2) 95 (6.8) |
0.001 |
| Pregnancies First Second Third or above |
458 (40.6) 347 (30.7) 324 (28.7) |
625 (44.6) 415 (29.6) 360 (25.7) |
0.251 |
| Prior GDM Miscarriage |
37 (3.3) 417 (36.9) |
48 (3.4) 458 (32.7) |
0.535 0.018 |
| Family history of some components of the MetS | 463 (41.0) | 603 (43.1) | 0.130 |
| Pre-pregnancy features | |||
| Body weight (kg) | 61.9 ± 11.4 | 61.7 ± 11.2 | 0.655 |
| BMI (kg/m2) | 23.4 ± 4.0 | 23.4 ± 4.0 | 0.896 |
| Questionnaires (scores) Nutrition MEDAS Physical activity |
± 3.2 4.8 ± 1.7 -1.8 ± 1.0 |
0.5 ± 3.1 5.0 ± 1.8 -1.9 ± 1.0 |
0.003 0.016 0.441 |
| Pregnancy and delivery features | |||
| SBP (mmHg) (8-12GW) | 109 ± 10 | 109 ± 10 | 0.167 |
| DBP (mmHg) (8-12GW) | 67 ± 9 | 67 ± 9 | 0.613 |
| FSG (mg/dL) (8-12GW) | 80 ± 6 | 80 ± 6 | 0.056 |
| HbA1c (%)(8-12GW) | 5.1 ± 0.3 | 5.2 ± 0.2 | 0.181 |
| HOMA-IR (8-12GW) | 1.2 ± 1.4 | 1.1 ± 1.3 | 0.126 |
| Triglycerides (mg/dL) (8-12GW) | 80 ± 33 | 82 ± 41 | 0.901 |
| GDM (24-28w) | 172 (15.2) | 289 (20.6) | <0.001 |
| Body weight gain (24GW) | 7.4 ± 4.8 | 7.1 ± 4.1 | 0.176 |
| Body weight gain (38GW) | 11.7 ± 6.7 | 11.8 ± 6.3 | 0.863 |
| Insulin treatment | 40 (23.3) | 70 (24.2) | 0.432 |
| High BP or preeclampsia | 45 (4.0) | 53 (3.8) | 0.960 |
| Prematurity (< 37GW) | 40 (3.5) | 90 (6.4) | 0.001 |
| Cesarean section | 244 (21.6) | 296 (21.2) | 0.740 |
| LGA (> 90 percentile) | 42 (3.7) | 50 (3.6) | 0.471 |
| SGA (< 10 percentile) | 34 (3.0) | 80 (5.7) | 0.001 |
| Participants (n=1400) | |||
| NGR (n=1290) |
AGR (n=110) |
P |
|
| Sociodemographic features | |||
| Age (years) | 33.1 ± 4.9 | 33.3 ± 4.6 | 0.724 |
| Ethnicity Caucasian Hispanic Others |
878 (68.1) 383 (29.7) 29 (2.2) |
57 (51.8) 47 (42.7) 6 (5.5) |
0.002 |
| University Degree | 903 (70.0) | 61 (55.5) | 0.001 |
| Workers | 1051 (81.5) | 83 (75.5) | 0.231 |
| Smoking status Never smokers Current smokers |
734 (56.9) 85 (6.6) |
67 (60.9) 10 (9.1) |
0.505 |
| First pregnancy | 585 (45.3) | 40 (36.4) | 0.422 |
| Prior GDM Miscarriage |
42 (3.3) 411 (31.9) |
6 (5.5) 47 (42.7) |
0.347 |
| Family history MetS (>2 components) | 257 (19.9) | 25 (22.7) | 0.893 |
| Pre-pregnancy features | |||
| Body weight (kg) | 61.0 ± 11.0 | 64.0 ± 14.0 | 0.012 |
| BMI (kg/m2) | 23.3 ± 3.9 | 24.6 ± 4.8 | 0.001 |
| Questionnaires (scores) Nutrition MEDAS Physical activity |
0.5 ± 3.1 5.0 ± 1.8 -1.9 ± 1.0 |
0.1 ± 3.1 4.7 ± 1.7 -1.8 ± 0.9 |
0.095 0.166 0.784 |
| Pregnancy and delivery features | |||
| SBP (mmHg) (8-12GW) | 108 ± 10 | 110 ± 11 | 0.021 |
| DBP (mmHg) (8-12GW) | 67 ± 9 | 68 ± 9 | 0.396 |
| FSG (mg/dL) (8-12GW) | 80.3 ± 6.0 | 82.8 ± 5.6 | <0.001 |
| HbA1c (%)(8-12GW) | 5.1 ± 0.2 | 5.3 ± 0.4 | 0.045 |
| HOMA-IR (8-12GW) | 1.1 ± 1.3 | 1.4 ± 1.5 | 0.007 |
| Triglycerides (mg/dL) (8-12GW) | 80 ± 37 | 104 ± 73 | <0.001 |
| GDM (24-28w) | 245 (19.0) | 44 (40.0) | <0.001 |
| Body weight gain (24w) | 7.2 ± 4.2 | 6.7 ± 3.7 | 0.343 |
| Body weight gain (38w) | 11.8 ± 6.4 | 11.3 ± 5.4 | 0.407 |
| Insulin treatment | 55 (4.3) | 15 (13.6) | 0.204 |
| High BP or preeclampsia | 43 (3.3) | 10 (9.1) | 0.036 |
| Prematurity (< 37w) | 79 (6.1) | 11 (10.0) | 0.088 |
| Cesarean section | 267 (20.7) | 29 (26.4) | 0.567 |
| LGA (> 90 percentile) | 43 (3.3) | 7 (6.4) | 0.091 |
| SGA (< 10 percentile) | 67 (5.2) | 13 (11.8) | 0.007 |
| 3 months postpartum | |||
| Body weight (kg) | 66.3 ± 11.6 | 69.7 ± 12.8 | 0.015 |
| BMI (kg/m2) | 25.1 ± 4.3 | 26.6 ± 4.8 | 0.005 |
| Weight change (3-m - pregestational) | 4.7 ± 5.5 | 6.0 ± 7.1 | 0.052 |
| Waist circumference (cm) | 85.4 ± 9.5 | 90.0 ± 9.9 | <0.001 |
| SBP (mmHg) | 111 ± 12 | 113 ± 11 | 0.142 |
| DBP (mmHg) | 71 ± 9 | 72 ± 9 | 0.583 |
| FSG (mg/dL) | 83.6 ± 7.0 | 94.9 ± 12.1 | <0.001 |
| HbA1c (%) | 5.2 ± 0.3 | 5.6 ± 0.3 | <0.001 |
| HOMA-IR | 1.8 ± 2.4 | 3.4 ±4.9 | <0.001 |
| Triglycerides (mg/dL) | 80 ± 43 | 95 ± 65 | 0.006 |
| HDL-cholesterol (mg/dL) | 64 ± 17 | 60 ± 13 | 0.027 |
| Questionnaires (scores) Nutrition MEDAS Physical activity |
3.9 ± 3.5 6.2 ± 1.9 -1.6 ± 0.9 |
3.5 ± 3.5 5.9 ± 1.8 -1.7 ± 0.8 |
0.071 0.377 0.618 |
| Sport activity (min/d) | 16 ± 90 | 3 ± 16 | 0.065 |
| 3-m AGR (110) | 3-m NGR (n=1290) | |||||
| 3-y NGR Reversion (n=83) |
3-y AGR Persistence (n=27) |
P |
3-y AGR Progression (n=110) |
3-y NGR Persistence (n=1180) |
P |
|
| Age (years) | 32.7 ± 4.6 | 34.9 ± 4.5 | 0.031 | 34.8 ± 4.5 | 32.9 ± 4.9 | 0.001 |
| GDM (24-28 GW) | 30 (36.1) | 14 (51.2) | 0.001 | 50 (45.5) | 195 (16.5) | 0.001 |
| 3-m body weight (kg) | 69.5 ± 11.8 | 69.8 ± 12.3 | 0.008 | 69.0 ± 11.8 | 66.0 ± 11.5 | 0.031 |
| 3-m BMI (kg/m2) < 25 25- 29.9 ≥ 30 |
26.2 ± 4.6 57 (68.7) 16 (19.3) 10 (12.0) |
27.6 ± 5.1 15 (55.6) 6 (22.2) 6 (22.2) |
0.014 0.138 |
26.3 ± 4.9 69 (62.7) 25 (22.7) 16 (14.5) |
25.0 ± 4.2 859 (72.8) 232 (19.7) 89 (7.5) |
0.014 0.034 |
| Pre-gestational obesity | 11 (13.3) | 3 (11.1) | 0.907 | 13 (11.8) | 63 (5.3) | 0.005 |
| 3-y weight (kg) | 64.0 ± 13.4 | 67.6 ± 10.8 | 0.023 | 67.3 ± 11.1 | 63.0 ± 10.8 | 0.023 |
| Body weight change 3-m minus pregestational 3-y minus 3-m 3-y minus pregestational |
4.2 ± 6.5 -4.1 ± 3.9 0.8 ± 0.5 |
6.6 ± 7.1 -2.1 ± 5.1 0.9 ± 0.6 |
0.056 0.026 0.917 |
6.6 ± 6.9 -0.7 ± 5.0 4.8 ± 5.6 |
4.7 ± 5.5 -2.0 ± 5.6 1.2 ± 2.5 |
0.011 0.014 0.033 |
| 3-m waist (cm) | 88.9 ± 8.9 | 90.3 ± 10.2 | 0.036 | 87.6 ± 8.9 | 85.2 ± 9.6 | 0.036 |
| 3-m SBP (mmHg) | 110 ± 10 | 113 ± 12 | 0.071 | 113 ± 14 | 110 ± 12 | 0.071 |
| 3-m DBP (mmHg) | 68 ± 6 | 73 ± 9 | 0.175 | 73 ± 12 | 71 ± 9 | 0.175 |
| 3-m FSG (mg/dL) | 92 ± 11 | 96 ± 12 | 0.021 | 86 ± 7 | 83 ± 7 | 0.001 |
| 3-m HbA1c (%) | 5.6 ± 0.3 | 5.7 ± 0.3 | 0.042 | 5.3 ± 0.2 | 5.2 ± 0.3 | 0.001 |
| 3-m HOMA-IR | 2.6 ± 2.2 | 3.5 ± 5.5 | 0.907 | 1.8 ± 1.2 | 1.7 ± 2.4 | 0.907 |
| 3-m HDL-c (mg/dL) | 62 ± 13 | 52 ± 12 | 0.016 | 62 ± 19 | 64 ± 16 | 0.627 |
| 3-m Triglycerides (mg/dL) | 90 ± 51 | 109 ± 94 | 0.399 | 82 ± 34 | 80 ± 43 | 0.006 |
| 3-m Questionnaires (scores) Nutrition MEDAS Physical activity |
3.7 ± 3.6 6.1 ± 1.8 -1.6 ± 0.9 |
2.9 ± 3.3 5.6 ± 1.6 -1.8 ± 0.6 |
0.429 0.366 0.499 |
4.0 ± 3.5 6.0 ± 2.1 -1.5 ± 0.9 |
4.1 ± 3.5 6.2 ± 1.8 -1.6 ± 0.9 |
0.282 0.377 0.339 |
| 3-m sport activity (min/d) | 32 ± 18 | 0 ± 6 | 0.415 | 14 ± 69 | 34 ± 96 | 0.065 |
| NORMAL GLUCOSE REGULATION (NGR) | ABNORMAL GLUCOSE REGULATION (AGR) | |||||||
| Persistence (n=1180) | Reversion (n=83) | Progression (n=110) | Persistence (n=27) | |||||
| n (%) | OR (95% CI) | n (%) | OR (95% CI) | n (%) | OR (95% CI) | n (%) | OR (95% CI) | |
| GDM (24-28w) | 195 (78.9) | 0.22(0.15-0.33) | 30 (68.2) | 0.51 (0.21-1,23) | 50 (20.4) | 1.60 (1.33-1.92) | 14 (31.2) | 1.34 (0.88-2.05) |
| Unmodifiable risk factors | ||||||||
| Family history MetS | 225 (19.1) | 0.64 (0.43-0.96) | 21 (25.3) | 0.87 (0.70-1.08) | 32 (29.1) | 1.63 (1.04-2.54) | 4 (14.8) | 0.51 (0.16-1.66) |
| Parity | 634 (53.7) | 0.79 (0.55-1.14) | 49 (59.0) | 0.50 (0.22-1.14) | 67 (60.9) | 1.29 (0.87-1.93) | 21 (77.8) | 2.49 (0.89-6.65) |
| Age ≥ 35 years | 577 (48.9) | 0.63 (0.44-0.92) | 41 (49.4) | 1.06 (0.86-1.32) | 66 (60.0) | 1.64 (1.10-2.46) | 15 (55.6) | 1.28 (0.54-3.06) |
| Unfavorable group>2 | 435 (36.9) | 0.56 (0.39-0.80) | 34 (41.0) | 0.80 (0.42-1.55) | 59 (53.6) | 1.90 (1.28-2.83) | 13 (48.1) | 1.34 (0.56-3.20) |
| Modifiable risk factors | ||||||||
| Preg-BMI ≥ 25kg/m2 | 307 (26.0) | 0.59 (0.41-0.85) | 27 (32.5) | 0.45 (0.22-0.92) | 43 (39.1) | 1.80 (1.19-2.71) | 14 (51.9) | 2.85 (1.12-7.25) |
| Del-BMI ≥ 25kg/m2 | 321 (27.2) | 0.69 (0.48-1.01) | 26 (31.1) | 0.66 (0.35-1.26) | 41 (37.3) | 1.50 (1.00-2.27) | 12 (44.4) | 1.75 (0.72-4.27) |
| Weight change > 0kg | 833 (70.6) | 0.53 (0.29-0.94) | 51 (61.4) | 0.43 (0.20-0.93) | 93 (84.5) | 2.22 (1.10-4.48) | 7 (25.9) | 3.64 (0.93-14.39) |
| WC ≥ 89.5cm | 205 (17.4) | 0.54 (0.36-0.79) | 24 (28.9) | 0.76 (0.39-1.48) | 32 (29.1) | 2.02 (1.29-3.12) | 10 (37.0) | 1.45 (0.58-3.61) |
| Hypertension | 55 (4.7) | 0.61 (0.35-1.08) | 3 (3.6) | 0.84 (0.65-1.08) | 12 (10.9) | 1.94 (1.04-4.04) | 6 (22.2) | 2.31 (0.35-15.14) |
| Dyslipidemia | 164 (13.9) | 0.98 (0.94-1.02) | 13 (15.7) | 0.64 (0.31-1.29) | 12 (10.9) | 1.28 (0.72-2.29) | 7 (25.9) | 1.89 (0.66-5.36) |
| Alcohol consumption | 69 (5.8) | 0.99 (0.92-1.05) | 2 (2.4) | 0.47 (0.17-1.33) | 7 (6.4) | 0.25 (0.53-2.98) | 2 (7.4) | 3.24 (0.43-24.20) |
| Smoking | 7 (0.6) | na | 0 | na | 0 | na | 0 | na |
| Nutrition score < 4 | 636 (53.9) | 0.68 (0.45-1.04) | 32 (38.6) | 0.79 (0.33-1.85) | 71 (64.5) | 1.42 (0.97-2.07) | 12 (44.4) | 1.38 (0.45-4.22) |
| MEDAS score < 6 | 683 (57.9) | 0.99 (0.95-1.02) | 52 (62.7) | 0.87 (0.36-2.11) | 68 (61.8) | 1.19 (0.79-1.66) | 16 (59.3) | 1.11 (0.57-2.16) |
| Physical Activity < 0 | 906 (76.8) | 0.66 (0.32-1.37) | 77 (92.8) | 0.57 (0.09-3.58) | 99 (90.0) | 1.45 (0.76-2.76) | 26 (96.3) | 2.03 (0.23-17.62) |
| Sport Activity < 15min | 1026 (86.9) | 0.93 (0.84-1.03) | 81 (97.6) | na | 100 (90.9) | 1.83 (1.00-3.35) | 27 (100) | 1.33 (1.19-1.49) |
| Unfavorable group >5 | 387 (32.8) | 0.74 (0.51-0.99) | 33 (39.8) | 0.49 (0.25-0.97) | 46 (41.8) | 1.40 (1.00-2.09) | 17 (63.0) | 2.57 (1.05-6.31) |
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