| Literature DB >> 35418784 |
Wanbing Feng1,2,3,4,5,6, Di Zhang1,2,3,4,5,6, Linlin Fu1,2,3,4,5,6, Jingmei Hu1,2,3,4,5,6, Shanshan Gao1,2,3,4,5,6, Xiaocui Song1, Linlin Cui1,2,3,4,5,6.
Abstract
Objective: To investigate the effect of maternal estradiol (E2) elevation on long-term metabolic manifestations in the offspring. Study Design and Setting: This was a retrospective cohort study. Overall, 3690 children conceived by in vitro fertilization (IVF)/intracytoplasmic sperm injection (ICSI) between July 2014 and December 2017 were recruited and divided into four groups categorized by maternal E2 quartiles (Q1, <2420; Q2, 2420-3839; Q3, 3839-5599; and Q4, ≥5599 pg/mL). The metabolic profiles were measured during childhood. Linear mixed models were used to evaluate the association between maternal E2 elevation and metabolic phenotypes of the offspring.Entities:
Keywords: assisted reproductive technology; controlled ovarian hyperstimulation; offspring; supraphysiologic estradiol
Year: 2022 PMID: 35418784 PMCID: PMC9001024 DOI: 10.2147/CLEP.S358999
Source DB: PubMed Journal: Clin Epidemiol ISSN: 1179-1349 Impact factor: 4.790
Baseline Characteristics of Study Population
| Quartiles Based on Maternal E2 | p value | Total (n=3690) | ||||
|---|---|---|---|---|---|---|
| Q1 (n=923) E2<2420 | Q2 (n=922) 2420≤E2<3839 | Q3 (n=922) 3839≤E2<5599 | Q4 (n=923) E2≥5599 | |||
| Maternal age at delivery, years | 32.1(28.7, 34.9) | 30.8(28.3, 33.9) | 30.6(28.1, 33.7) | 30.3(27.7, 33.1) | 30.8(28.2, 34.0) | |
| Maternal BMI, kg/m2 | 23.4(21.3, 26) | 22.8(20.8, 25.5) | 22.3(20.4, 24.6) | 22.1(20.3, 24.3) | 22.7(20.7, 25.1) | |
| Maternal education level (college or higher), n (%) | 275(29.8) | 276(29.9) | 295(32.0) | 275(29.8) | 0.440 | 1121(30.4) |
| Nulliparity, n (%) | 778(84.3) | 805(87.3) | 810(87.9) | 812(88.0) | 0.063 | 3205(86.9) |
| Paternal age at delivery, years | 32.4(29.1, 35.9) | 31.7(28.4, 35.2) | 31.5(28.6, 34.6) | 30.8(28.1, 34.1) | 31.6(28.6, 34.9) | |
| Paternal BMI, kg/m2 | 25.3(22.6, 27.9) | 25.6(23.1, 28.1) | 25.4(22.7, 28.1) | 25.4(22.8, 27.8) | 0.453 | 25.4(22.8, 28.0) |
| Paternal education level (college or higher), n (%) | 305(33.0) | 334(36.2) | 354(38.4) | 316(34.2) | 0.172 | 1309(35.5) |
| E2 levels on hCG trigger day, pg/mL | 1770(1399, 2094) | 3111(2743, 3493) | 4329(4300, 4991) | 7043(6260, 8231) | 3839(2416, 5599) | |
| Days of ovarian stimulation, days† | 10(8, 11) | 10(9, 11) | 10(9, 11) | 10(9, 11) | 10(9, 11) | |
| Gonadotropin dose, IU† | 1850(1350, 2475) | 1800(1350, 2400) | 1775(1350, 2275) | 1575(1313, 2050) | 1725(1350, 2250) | |
| Cycle type (Frozen), n (%) | 249(27.0) | 354(38.4) | 472(51.2) | 573(62.1) | 1648(44.7) | |
| Number of embryos transfer>1, n (%) | 557(60.3) | 613(66.5) | 571(61.9) | 536(58.1) | 2277(61.7) | |
| Stage of embryo transfer (Blastocyst), n (%) | 310(33.6) | 356(38.6) | 469(50.9) | 563(61.0) | 1698(46.0) | |
| ICSI used, n (%) | 274(29.8) | 281(30.5) | 308(33.4) | 304(32.9) | 0.263 | 1167(31.7) |
| PGT used, n (%) | 28(3.0) | 23(2.5) | 29(3.1) | 25(2.7) | 0.828 | 105(2.8) |
| Assisted hatching, n (%) | 918(99.5) | 916(99.3) | 915(99.2) | 917(99.3) | 0.953 | 3666(99.3) |
| Birthweight, kg | 3.5(3.2, 3.8) | 3.5(3.2, 3.8) | 3.5(3.2, 3.8) | 3.5(3.2, 3.8) | 0.834 | 3.5(3.2, 3.8) |
| Gestational age at birth, weeks | 39.1(38.3, 40.0) | 39.3(38.6, 40.0) | 39.1(38.4, 40.0) | 39.3(38.4, 40.0) | 39.1(38.4, 40.0) | |
| Caesarean birth, n (%) | 726(78.7) | 699(75.8) | 681(73.9) | 689(74.6) | 0.084 | 2795(75.7) |
| Sex (male), n (%) | 489(53.0) | 459(49.8) | 515(55.9) | 491(53.2) | 0.076 | 1954(53.0) |
| No. of visits | 1295 | 1273 | 1338 | 1332 | – | 5238 |
| Age, years | 4.0(3.0, 5.5) | 4.0(3.1, 5.5) | 4.1(3.0, 5.7) | 4.5(3.2, 5.9) | 4.1(3.1, 5.6) | |
| Intake of food and drink | ||||||
| 2≤age<4 | ||||||
| Vegetables daily, n (%) | 515(80.0) | 515(83.2) | 537(84.3) | 484(83.0) | 0.203 | 2051(82.6) |
| Fruit daily, n (%) | 561(87.1) | 548(88.5) | 581(91.2) | 521(89.4) | 0.124 | 2211(89.0) |
| Dairy food daily, n (%) | 273(42.4) | 257(41.5) | 278(43.6) | 236(40.5) | 0.716 | 1044(42.0) |
| Marine products once or more weekly, n (%) | 399(62.0) | 371(59.9) | 384(60.3) | 338(58.0) | 0.565 | 1492(60.1) |
| 4≤age<10 | ||||||
| Energy, kcal/day | 1826(1511, 2291) | 1797(1462, 2237) | 1844(1503, 2292) | 1802(1503, 2238) | 0.261 | 1816(1491, 2264) |
Notes: Data are presented as median (interquartile range) or n (%). Statistical differences were tested using the Kruskal–Wallis test for continuous variables and the Fisher’s exact test for categorical variables. Statistical significance was set at P <0.05, and the results are highlighted in bold. †For the Q2 group, two data points were missing in the days of ovarian stimulation and gonadotropin dose.
Abbreviations: BMI, body mass index; E2, estradiol; ICSI, intracytoplasmic sperm injection; IVF, in vitro fertilization; PGT, preimplantation genetic testing.
Mean Differences (95% CI) for Metabolic Variables of Children Across Quartiles of Maternal E2 Levels
| Quartiles Based on Maternal E2 | ||||||||
|---|---|---|---|---|---|---|---|---|
| Q1 (1295 Visits) E2<2420 | Q2 (1273 Visits) 2420≤E2<3839 | p value | Q3 (1338 Visits) 3839≤E2<5599 | p value | Q4 (1332 Visits) E2≥5599 | p value | ||
| BMI, kg/m2 | Crude model | Ref | 0.01(−0.25, 0.26) | 1.000 | 0.08(−0.18, 0.33) | 0.866 | 0.08(−0.17, 0.34) | 0.830 |
| Adjusted model | Ref | 0.02(−0.22, 0.25) | 0.998 | 0.15(−0.09, 0.39) | 0.390 | 0.10(−0.15, 0.34) | 0.750 | |
| FBG, mmol/l | Crude model | Ref | −0.01(−0.05, 0.04) | 0.978 | 0(−0.04, 0.05) | 0.999 | 0.03(−0.02, 0.07) | 0.339 |
| Adjusted model | Ref | 0(−0.05, 0.04) | 0.995 | 0(−0.04, 0.05) | 0.991 | 0.03(−0.02, 0.07) | 0.330 | |
| Insulin, pmol/l† | Crude model | Ref | 0.05(−0.03, 0.13) | 0.381 | 0(−0.07, 0.08) | 0.999 | 0.05(−0.03, 0.12) | 0.437 |
| Adjusted model | Ref | 0.04(−0.03, 0.11) | 0.509 | 0.01(−0.06, 0.08) | 0.993 | 0.02(−0.05, 0.09) | 0.883 | |
| HOMA-IR† | Crude model | Ref | 0.05(−0.04, 0.13) | 0.465 | 0(−0.08, 0.09) | 0.999 | 0.05(−0.03, 0.13) | 0.387 |
| Adjusted model | Ref | 0.04(−0.04, 0.11) | 0.582 | 0.01(−0.07, 0.08) | 0.992 | 0.03(−0.05, 0.10) | 0.815 | |
| HOMA-β† | Crude model | Ref | 0.05(−0.01, 0.12) | 0.166 | 0.02(−0.05, 0.09) | 0.864 | 0.02(−0.04, 0.09) | 0.781 |
| Adjusted model | Ref | 0.04(−0.02, 0.10) | 0.313 | 0.02(−0.04, 0.09) | 0.821 | 0(−0.07, 0.07) | 1.000 | |
| TC, mmol/l | Crude model | Ref | −0.02(−0.09, 0.06) | 0.962 | 0.01(−0.07, 0.09) | 0.970 | 0.03(−0.05, 0.11) | 0.723 |
| Adjusted model | ref | 0(−0.09, 0.08) | 0.999 | 0.04(−0.04, 0.12) | 0.600 | 0.07(−0.01, 0.16) | 0.114 | |
| TG, mmol/l | Crude model | Ref | 0.01(−0.02, 0.05) | 0.790 | 0.01(−0.02, 0.05) | 0.775 | 0.01(−0.03, 0.04) | 0.954 |
| Adjusted model | Ref | 0.01(−0.03, 0.04) | 0.907 | 0.02(−0.02, 0.05) | 0.671 | 0.01(−0.03, 0.05) | 0.898 | |
| LDL-C, mmol/l | Crude model | Ref | −0.01(−0.08, 0.06) | 0.982 | 0.01(−0.05, 0.08) | 0.964 | 0.03(−0.04, 0.09) | 0.769 |
| Adjusted model | Ref | 0(−0.07, 0.07) | 0.999 | 0.04(−0.03, 0.11) | 0.487 | 0.07(0, 0.14) | 0.056 | |
| HDL-C, mmol/l | Crude model | Ref | −0.01(−0.05, 0.02) | 0.839 | 0(−0.03, 0.03) | 1.000 | 0(−0.03, 0.04) | 0.999 |
| Adjusted model | Ref | 0(−0.04, 0.03) | 0.984 | 0(−0.04, 0.03) | 0.999 | −0.01(−0.04, 0.03) | 0.962 | |
Notes: Mean differences were obtained using a linear mixed-effects regression model. †Loge-transformed Insulin, HOMA-IR, HOMA-β values were considered continuous variables. Adjusted model: adjusted for maternal age, BMI, paternal age, BMI, cycle type, number of embryos transfer, stage of embryo transfer, offspring gestational age, birth weight, sex and age at visit.
Abbreviations: BMI, body mass index; E2, estradiol; FBG, fasting blood glucose; HDL-C, high-density lipoprotein cholesterol; HOMA-IR, homeostatic model assessment for insulin resistance; HOMA-β, homeostatic model assessment of beta cell function; LDL-C, low-density lipoprotein cholesterol; TC, total cholesterol; TG, triacylglycerol.
Figure 1Differences in metabolic variables of children across quarters of maternal E2 levels stratified by embryo frozen Association between maternal E2 and metabolic variables in offspring after Fresh (A) and Frozen (B) embryo transfer.Abbreviations: FBG, fasting blood glucose; HDL-C, high-density lipoprotein cholesterol; LDL-C, low-density lipoprotein cholesterol; TC, total cholesterol; TG, triacylglycerol.
Characteristics of Children Aged 2 to 3 Yrs
| Quartiles Based on Maternal E2 | Total (n=2398) | ||||
|---|---|---|---|---|---|
| Q1(n=614) E2<2420 | Q2(n=597) 2420≤E2<3839 | Q3(n=618) 3839≤E2<5599 | Q4(n=569) E2≥5599 | ||
| Birthweight, kg | 3.47±0.55 | 3.46±0.52 | 3.44±0.50 | 3.45±0.49 | 3.45±0.52 |
| Gestational age at birth, weeks | 38.91±1.56 | 39.03±1.58 | 39.02±1.57 | 39.06±1.53 | 39.01±1.56 |
| Sex (male), n (%) | 335(54.6) | 299(50.1) | 352(57.0) | 303(53.3) | 1289(53.8) |
| No. of visits | 644 | 619 | 637 | 583 | 2483 |
| BMI, kg/m2 | 15.88±1.46 | 15.92±1.51 | 15.91±1.45 | 15.91±1.47 | 15.90±1.47 |
| FBG, mmol/l | 4.87±0.39 | 4.89±0.39 | 4.86±0.39 | 4.89±0.41 | 4.87±0.40 |
| Insulin, pmol/l | 3.27(2.04, 4.90) | 3.40(2.27, 5.03) | 3.24(2.18, 4.90) | 3.39(2.12, 4.91) | 3.32(2.14, 4.93) |
| HOMA-IR | 0.71(0.43, 1.10) | 0.74(0.48, 1.12) | 0.71(0.46, 1.09) | 0.73(0.43, 1.08) | 0.72(0.45, 1.09) |
| HOMA-β | 50.81(34.13, 69.21) | 50.57(36.48, 74.09) | 49.00(34.50, 73.21) | 50.54(35.78, 69.18) | 50.21(34.97, 71.05) |
| TC, mmol/l | 4.05±0.66 | 4.02±0.71 | 4.08±0.71 | 4.10±0.74 | 4.06±0.70 |
| TG, mmol/l | 0.73±0.33 | 0.74±0.29 | 0.73±0.29 | 0.74±0.28 | 0.73±0.30 |
| LDL-C, mmol/l | 2.42±0.55 | 2.41±0.59 | 2.45±0.59 | 2.49±0.60 | 2.44±0.58 |
| HDL-C, mmol/l | 1.40±0.29 | 1.39±0.30 | 1.40±0.30 | 1.38±0.30 | 1.39±0.30 |
Notes: Data are presented as the mean ± SD, median (interquartile range), or n (%).
Abbreviations: BMI, body mass index; E2, estradiol; FBG, fasting blood glucose; HDL-C, high-density lipoprotein cholesterol; HOMA-IR, homeostatic model assessment for insulin resistance; HOMA-β, homeostatic model assessment of beta cell function; LDL-C, low-density lipoprotein cholesterol; TC=total cholesterol; TG, triacylglycerol.
Mean Differences (95% CI) for Metabolic Variables of Children Aged 2 to 3 Yrs Across Quartiles of Maternal E2 Levels
| Quartiles Based on Maternal E2 | ||||||||
|---|---|---|---|---|---|---|---|---|
| Q1 (644 Visits) E2<2420 | Q2 (619 Visits) 2420≤E2<3839 | p value | Q3 (637 Visits) 3839≤E2<5599 | p value | Q4 (583 Visits) E2≥5599 | p value | ||
| BMI, kg/m2 | Crude model | Ref | 0.05(−0.25, 0.35) | 0.971 | 0.06(−0.23, 0.36) | 0.944 | 0.07(−0.23, 0.37) | 0.937 |
| Adjusted model | Ref | 0.07(−0.21, 0.35) | 0.912 | 0.16(−0.13, 0.44) | 0.495 | 0.15(−0.15, 0.44) | 0.569 | |
| FBG, mmol/l | Crude model | Ref | 0.01(−0.05, 0.06) | 0.986 | −0.02(−0.07, 0.04) | 0.877 | 0.01(−0.05, 0.07) | 0.962 |
| Adjusted model | Ref | 0.01(−0.04, 0.07) | 0.909 | −0.01(−0.06, 0.05) | 0.979 | 0.03(−0.03, 0.08) | 0.676 | |
| Insulin, pmol/l† | Crude model | Ref | 0.08(−0.02, 0.17) | 0.139 | 0(−0.09, 0.09) | 0.999 | 0.04(−0.06, 0.13) | 0.736 |
| Adjusted model | Ref | 0.07(−0.02, 0.16) | 0.188 | 0.01(−0.08, 0.10) | 0.988 | 0.04(−0.05, 0.14) | 0.631 | |
| HOMA-IR† | Crude model | Ref | 0.08(−0.02, 0.18) | 0.168 | −0.01(−0.10, 0.09) | 0.999 | 0.04(−0.06, 0.14) | 0.744 |
| Adjusted model | Ref | 0.07(−0.02, 0.17) | 0.206 | 0.01(−0.09, 0.11) | 0.994 | 0.05(−0.05, 0.15) | 0.599 | |
| HOMA-β† | Crude model | Ref | 0.07(−0.01, 0.15) | 0.133 | 0.03(−0.05, 0.11) | 0.796 | 0.03(−0.05, 0.12) | 0.752 |
| Adjusted model | Ref | 0.06(−0.02, 0.14) | 0.247 | 0.04(−0.04, 0.12) | 0.650 | 0.03(−0.06, 0.11) | 0.825 | |
| TC, mmol/l | Crude model | Ref | −0.04(−0.14, 0.06) | 0.753 | 0.01(−0.08, 0.11) | 0.985 | 0.05(−0.05, 0.15) | 0.561 |
| Adjusted model | Ref | −0.03(−0.13, 0.07) | 0.887 | 0.04(−0.06, 0.14) | 0.768 | 0.09(−0.02, 0.19) | 0.135 | |
| TG, mmol/l | Crude model | Ref | 0.01(−0.04, 0.05) | 0.974 | 0.01(−0.04, 0.05) | 0.988 | 0.01(−0.03, 0.06) | 0.857 |
| Adjusted model | Ref | 0(−0.04, 0.05) | 0.999 | 0.01(−0.04, 0.05) | 0.975 | 0.02(−0.03, 0.06) | 0.819 | |
| LDL-C, mmol/l | Crude model | Ref | −0.02(−0.1, 0.06) | 0.919 | 0.03(−0.05, 0.11) | 0.793 | 0.07(−0.01, 0.15) | 0.121 |
| Adjusted model | Ref | −0.01(−0.1, 0.07) | 0.973 | 0.05(−0.03, 0.14) | 0.345 | |||
| HDL-C, mmol/l | Crude model | Ref | −0.01(−0.05, 0.03) | 0.895 | 0(−0.05, 0.04) | 0.995 | −0.03(−0.07, 0.01) | 0.333 |
| Adjusted model | Ref | 0(−0.05, 0.04) | 0.994 | 0(−0.05, 0.04) | 0.994 | −0.03(−0.07, 0.01) | 0.317 | |
Notes: Mean differences were obtained using a linear mixed-effects regression model, *P<0.05, in bold. †Loge-transformed insulin, HOMA-IR, and HOMA-β values were considered continuous variables. Adjusted model: adjusted for maternal age, BMI, paternal age, BMI, cycle type, number of embryos transfer, stage of embryo transfer, offspring gestational age, birth weight, sex and age at visit.
Abbreviations: BMI, body mass index; E2, estradiol; FBG, fasting blood glucose; HDL-C, high-density lipoprotein cholesterol; HOMA-IR, homeostatic model assessment for insulin resistance; HOMA-β, homeostatic model assessment of beta cell function; LDL-C, low-density lipoprotein cholesterol; TC, total cholesterol; TG, triacylglycerol.