| Literature DB >> 26513002 |
J Martino1, S Sebert1, M T Segura1, L García-Valdés1, J Florido1, M C Padilla1, A Marcos1, R Rueda1, H J McArdle1, H Budge1, M E Symonds1, C Campoy1.
Abstract
CONTEXT: Maternal obesity and gestational diabetes mellitus (GDM) can both contribute to adverse neonatal outcomes. The extent to which this may be mediated by differences in placental metabolism and nutrient transport remains to be determined.Entities:
Mesh:
Year: 2015 PMID: 26513002 PMCID: PMC4701853 DOI: 10.1210/jc.2015-2590
Source DB: PubMed Journal: J Clin Endocrinol Metab ISSN: 0021-972X Impact factor: 5.958
Figure 1.Participants in the Study of Maternal Nutrition and Genetics on the Foetal Adiposity Programming and classification following body mass index and gestational diabetes mellitus criteria.
Sociodemographic Characteristics and Birth Weights of All Participants, With and Without GDM: N, OW, O, GDMN, and GDMO Pregnant Women
| Maternal Characteristics | N (n = 59) | OW (n = 29) | O (n = 22) | GDMN (n = 14) | GDMO (n = 11) |
|---|---|---|---|---|---|
| Age at delivery (y) | 30.4 ± 4.5 | 30.9 ± 7.2 | 29.0 ± 4.7 | 33.1 ± 4.1[ | 34.7 ± 4.3[ |
| Unemployed (%) | 32.2 | 28.6 | 38.1 | 14.3 | 66.7[ |
| Higher education (university) (%) | 42.4 | 42.9 | 22.7 | 42.8 | 10 |
| Smoking during pregnancy (%) | 12.1 | 25[ | 9.1 | 0 | 0 |
| Primiparous (%) | 58.6 | 46.4 | 63.6 | 57.1 | 60 |
| Height (cm) | 162.9 ± 5.7 | 162.5 ± 6.4 | 162.7 ± 6.2 | 159.3 ± 3.9 | 160.5 ± 6.0 |
| Pregestational BMI (kg/m2) | 21.8 ± 1.8 | 27.8 ± 2.2[ | 32.5 ± 2.6[ | 22.4 ± 1.8 | 35.5 ± 4.9[ |
| BMI at 34 weeks (kg/m2) | 26.6 ± 2.6 | 31.3 ± 2.4[ | 35.4 ± 2.4[ | 25.9 ± 2.6 | 36.4 ± 4.1[ |
| GWG 0–34 weeks (kg) ( | 12.6 ± 4.3 | 9.9 ± 4.6[ | 7.3 ± 5.1[ | 9.0 ± 5.6[ | 2.2 ± 7.8[ |
| LGWG (kg and % of women in BMI category: n = 15, 5, 8, 8, and 6, respectively) | 7.3 ± 1.9 (25%) | 2.7 ± 1.9[ | 2.5 ± 1.7[ | 5.2 ± 3.5[ | −3.4 ± 5.0[ |
| AGWG (kg and % of women in BMI category: n = 23, 9, 5, 3, and 2, respectively) | 12.1 ± 1.1 (39%) | 8.2 ± 1.2[ | 5.9 ± 0.9[ | 11.4 ± 1.0 (22%) | 5.2 ± 0.6[ |
| HGWG (kg and % of women in BMI category: n = 21, 14, 9, 3, and 3, respectively) | 17.0 ± 2.9 (36%) | 13.6 ± 2.4[ | 12.3 ± 3.4[ | 17.0 ± 1.1 (21%) | 11.3 ± 3.2[ |
| BW for each GWG 0–34 weeks (g) ( | |||||
| LGWG (n = 15, 5, 8, 8, and 6, respectively) | 3410 ± 116 | 3496 ± 241 | 3253 ± 158 | 3307 ± 151 | 3373 ± 221 |
| AGWG (n = 23, 9, 5, 3, and 2, respectively) | 3160 ± 61 | 2870 ± 109 | 3318 ± 274 | 3493 ± 334 | 3090 ± 350 |
| HGWG (n = 21, 14, 9, 3, and 3, respectively) | 3348 ± 101 | 3475 ± 117 | 3707 ± 156 | 3433 ± 98 | 3716 ± 301 |
| No. of cesarean deliveries (%) | 12.3 | 25.9 | 38.1 | 25 | 50[ |
| Preterm delivery (<37 gestational weeks) (%) | 3.4 | 3.4 | 9.1 | 14.3 | 27.3[ |
| Male newborn (%) | 52.5 | 39.3 | 61.9 | 57.1 | 72.7 |
Abbreviations: AGWG, adequate gestational weight gain; BMI, body mass index; GDM, gestational diabetes mellitus; GDMN, gestational diabetic normal weight; GDMO, gestational diabetic mellitus obese; GW, gestational weight; GWG, gestational weight gain; LGWG, low gestational weight gain; N, normal weight; O, obese; OW, overweight.
Values are means ± sd or categorical data as appropriate. GWG during the first 34 gestational weeks based on 2009 Institute of Medicine guidelines for each category (32). LGWG was classified as low: <9.8 kg for normal weight, <5.9 kg for overweight, and <4.2 kg for obese women. AGWG was classified as adequate: 9.8–13.6 kg for normal weight, 5.9–9.8 kg for overweight, and 4.2–7.6 kg for obese women. HGWG was classified as high: >13.6 kg for normal weight, >9.8 kg for overweight, and >7.6 kg for obese women.
Statistical differences: a P < 0.05,
P < 0.01,
P < 0.001 compared to normal weight group (χ2 test or t independent test for continuous variables; χ2 test for categorical variables).
Maternal Energy and Nutrient Intake: N, OW, O, GDMN, and GDMO Pregnant Women
| Maternal Dietary Intake | N (n = 37) | OW (n = 15) | O (n = 8) | GDMN (n = 11) | GDMO (n = 6) |
|---|---|---|---|---|---|
| Energy (kcal) | 2155 ± 339 | 2114 ± 784 | 1831 ± 560[ | 1879 ± 379[ | 1656 ± 348[ |
| Total carbohydrates (g) | 237 ± 54 | 217 ± 63 | 189 ± 69[ | 187 ± 31[ | 173 ± 46[ |
| Total proteins (g) | 83.9 ± 17.5 | 84.5 ± 28.4 | 74.8 ± 1.2 | 84.4 ± 23.0 | 74.8 ± 11.9 |
| Total lipids (g) | 90.5 ± 19.4 | 95.6 ± 54.2 | 86.5 ± 26.4 | 81.7 ± 27.4 | 68.7 ± 14.7[ |
| SFA (g) | 33.8 ± 8.3 | 36.6 ± 25.9 | 30.3 ± 8.9 | 28.3 ± 13.8 | 21.4 ± 5.6[ |
| MUFA (g) | 36.2 ± 9.6 | 38.3 ± 19.2 | 35.1 ± 14.5 | 36.5 ± 12.1 | 31.8 ± 10.1 |
| PUFA (g) | 12.8 ± 4.3 | 12.5 ± 7.2 | 13.7 ± 4.6 | 10.1 ± 2.0 | 9.7 ± 2.7 |
Abbreviations: GDMN, gestational diabetic normal weight; GDMO, gestational diabetic mellitus obese; MUFA, monounsaturated fatty acid; N, normal weight; O, obese; OW, overweight; PUFA, polyunsaturated fatty acid; SFA, saturated fatty acid.
Values are means ± sd; n, number of women per group.
Statistical differences: a P < 0.05,
P < 0.01 compared to normal weight group (t independent test for continuous variables).
Anthropometric and Clinical Characteristics of Infants Born to Mothers With and Without Gestational Diabetes: N, OW, O, GDMN, and GDMO Mothers
| Infant Characteristics | N (n = 59) | OW (n = 29) | O (n = 22) | GDMN (n = 14) | GDMO (n = 11) |
|---|---|---|---|---|---|
| Estimated fetal weight at 34 weeks' gestation (g) | 2363 ± 183 | 2345 ± 183 | 2393 ± 383 | 2467 ± 380 | 2541 ± 501[ |
| Placental weight (g) | 469 ± 120 | 495 ± 135 | 531 ± 114[ | 498 ± 134 | 476 ± 93 |
| Placental to birth weight ratio | 0.143 ± 0.031 | 0.157 ± 0.046 | 0.158 ± 0.041 | 0.147 ± 0.035 | 0.139 ± 0.017 |
| Gestational age (weeks) | 39.2 ± 1.0 | 39.4 ± 1.6 | 39.3 ± 1.7 | 39.3 ± 1.3 | 38.8 ± 1.3 |
| Newborn length (cm) | 50.2 ± 1.8 | 50.5 ± 1.5 | 50.6 ± 2.7 | 50.6 ± 1.7 | 50.9 ± 3.4 |
| Newborn weight (g) | 3292 ± 410 | 3230 ± 587 | 3454 ± 549 | 3374 ± 402 | 3415 ± 549 |
| SGA (n) (%) | 4 (6.8) | 3 (10.3) | 1 (4.5) | 1 (7.1) | 2 (18.2) |
| AGA (n) (%) | 52 (88.1) | 24 (82.8) | 16 (72.8) | 12 (85.8) | 7 (63.6) |
| LGA (n) (%) | 3 (5.1) | 2 (6.9) | 5 (22.7)[ | 1 (7.1) | 2 (18.2) |
| Ponderal index (g/cm3 × 100) | 2.62 ± 0.27 | 2.56 ± 0.49 | 2.58 ± 0.28 | 2.60 ± 0.34 | 2.60 ± 0.42 |
Abbreviations: AGA, average for gestational age (10% < birth weight population centile <90%); GDMN, gestational diabetic normal weight; GDMO, gestational diabetic mellitus obese; LGA, large for gestational age (birth weight population centile >90%); N, normal weight; O, obese; OW, overweight; SGA, small for gestational age (birth weight population centile <10%).
Values are means ± sd. Anthropometric characteristics of the fetus were estimated by using ultrasound scan at 34 gestational weeks.
Statistical differences: a P < 0.05 compared to normal weight group (t independent test for continuous variables; χ2 test for categorical variables).
Maternal, Placental, and Cord Blood Metabolic Characteristics: N, OW, O, GDMN, and GDMO Pregnant Women
| Maternal Blood at Term | N (n = 59) | OW (n = 29) | O (n = 22) | GDMN (n = 14) | GDMO (n = 11) |
|---|---|---|---|---|---|
| Glucose (mmol/liter) | 4.3 ± 1.3 | 4.6 ± 1.3 | 5.3 ± 2.3[ | 6.0 ± 2.2[ | 6.1 ± 1.9[ |
| Triglyceride (mmol/liter) | 11.7 ± 3.9 | 13.2 ± 4.2 | 12.8 ± 4.3 | 11.6 ± 3.9 | 12.3 ± 3.3 |
| Leptin (μg/liter) | 16.0 ± 13.6 | 24.2 ± 23.5 | 33.9 ± 21.9[ | 21.1 ± 16.4 | 36.6 ± 19.9[ |
| Monocyte count (×109/liter) | 0.5 ± 0.2 | 0.6 ± 0.2 | 0.6 ± 0.2 | 0.6 ± 0.3 | 0.40 ± 0.2 |
Abbreviations: GDMN, gestational diabetic normal weight; GDMO, gestational diabetic mellitus obese; N, normal weight; O, obese; OW, overweight; TBARS, thiobarbituric acid reactive substance; TG, triglyceride.
Values are means ± sd.
Statistical differences: a P < .05,
P < .01, and c P < .001 compared to normal weight group (t independent test for continuous variables).
See text for information on missing individuals.
Effects of Maternal BMI on Gene Expression Markers of Energy Sensing and Balance, Oxidative Stress, and Inflammation in Placenta of N, OW, O, GDMN, and GDMO Pregnant Women
| Pathway Gene | NCBI Sequence | Target Gene | N (n = 59) | OW (n = 29) | O (n = 21) | GDMN (n = 14) | GDMO (n = 11) |
|---|---|---|---|---|---|---|---|
| Energy sensing | NM_006251 | 1.0 ± 0.1 | 0.9 ± 0.1 | 1.0 ± 0.2 | 0.6 ± 0.1[ | 0.4 ± 0.1[ | |
| NM_001014432 | 1.0 ± 0.1 | 1.0 ± 0.2 | 1.2 ± 0.2 | 0.8 ± 0.1 | 0.9 ± 0.1 | ||
| NM_004958 | 1.0 ± 0.1 | 0.7 ± 0.1 | 0.5 ± 0.1[ | 0.6 ± 0.1 | 0.5 ± 0.1 | ||
| NM_003161 | 1.0 ± 0.1 | 1.1 ± 0.2 | 1.6 ± 0.4 | 0.7 ± 0.2 | 1.4 ± 0.2[ | ||
| Energy balance | NM_000230 | 1.0 ± 0.2 | 1.5 ± 0.5 | 0.9 ± 0.4 | 4.1 ± 1.1[ | 0.8 ± 0.4 | |
| NM_002303 | 1.0 ± 0.2 | 0.8 ± 0.1 | 1.1 ± 0.3 | 0.5 ± 0.0 | 0.5 ± 0.1 | ||
| Insulin action | NM_000875 | 1.0 ± 0.1 | 1.2 ± 0.1 | 1.2 ± 0.2 | 1.0 ± 0.1 | 0.8 ± 0.1 | |
| NM_005544 | 1.0 ± 0.1 | 1.1 ± 0.1 | 1.4 ± 0.2 | 0.9 ± 0.1 | 0.8 ± 0.1 | ||
| Oxidative stress | NM_001033611.1 | 1.0 ± 0.2 | 1.4 ± 0.2[ | 1.4 ± 0.2[ | 1.3 ± 0.4 | 0.8 ± 0.3 | |
| NM_001142498 | 1.0 ± 0.1 | 1.4 ± 0.2[ | 1.6 ± 0.2[ | 0.8 ± 0.2 | 1.5 ± 0.3 | ||
| Inflammation | NM_015869.4 | 1.0 ± 0.1 | 0.9 ± 0.1 | 0.9 ± 0.1 | 1.0 ± 0.2 | 0.9 ± 0.1 | |
| NM_001135930.1 | 1.0 ± 0.1 | 0.9 ± 0.1 | 0.9 ± 0.1 | 0.8 ± 0.1 | 0.8 ± 0.2 | ||
| NM_000176 | 1.0 ± 0.1 | 1.2 ± 0.1 | 1.0 ± 0.1 | 1.2 ± 0.1[ | 1.5 ± 0.2[ |
Abbreviations: BMI, body mass index; GDMN, gestational diabetic normal weight; GDMO, gestational diabetic mellitus obese; N, normal weight; NCBI, National Center for Biotechnology Information; O, obese; OW, overweight.
Data are nonparametric and represent mean ± sd. Data expressed relative to housekeeping gene (18S rRNA), normalized to the control group to give the fold change.
Statistical differences: a P < .05,
P < .01, and c P < .001 compared to normal weight (Mann-Whitney test).