Background
Assisted reproductive technology has been reported to account for a disproportionate higher number of low birthweight infants, even in singleton births. Low birthweight infants occur from preterm birth, decreased intrauterine growth, or both. It is unclear whether infants conceived by in vitro fertilization (IVF) have a reduced intrauterine growth rate or intrauterine growth restriction. Growth-restricted newborns have higher perinatal morbidity and are at increased risk for adult-onset illnesses. To date, there are no national standards for birthweight percentiles by gestational week, allowing for fetal growth assessment of singletons conceived by assisted reproductive technology in the United States.
Objective
The objective of the study was to establish US singleton IVF reference standards using birthweight percentiles by gestational age for singleton live births resulting from IVF in the United States.
Study Design
We studied birthweight by completed weeks of gestation for 93,443 singleton IVF births reported to the Society for Assisted Reproductive Technologies, 2006–2010. The third to 97th birthweight percentiles per completed week of gestation for weeks between 24 and 42 were calculated and were compared with recently published birthweight percentiles by gestational age for 3,812,730 US singleton births in 2011.
Results
Smoothed birthweight for gestational age charts and curves were created for all US IVF singletons and female-male singletons from 24 to 42 weeks. Over the span of 31–41 weeks of gestation, the 10th, 50th, and 90th birthweight percentile values of IVF singletons were comparable with recently published birthweight percentile values of US singletons. At 40 completed weeks of gestation, the 10th, 50th, and 90th birthweight percentiles of all IVF singletons were 3078, 3506, and 4053 g, as compared with corresponding 3005, 3499, and 4057 g of US singletons. The 10th, 50th, and 90th birthweight percentile values for female and male IVF singletons were also comparable with US female and male singletons.
Conclusion
Birthweight percentiles per completed week of gestation of IVF and US singletons are approximately equal from 31 until 41 completed weeks, suggesting that intrauterine growth is not reduced in IVF singleton infants.
Birthweight is an anthropometric measurement used clinically in the prediction of newborn morbidity and mortality. Newborn infants who are small for gestational age (SGA; weight <10th percentile) or large for gestational age (weight >90th percentile) are at increased risk for neurological impairment, insulin resistance, cardiovascular disease, and even reproductive dysfunction later in adulthood.
Assisted reproductive technology (ART) has been reported to account for a disproportionate number of low birthweight and preterm birth infants in the United States and in other developed countries caused primarily by multiple gestations.
In vitro fertilization (IVF) singleton growth abnormalities have also been noted. In a landmark US study, the relative risk of low birthweight for IVF singletons born in 2000 was 1.5 times that of the general US population for births at 37 weeks or later. Since 2000 the incidence of multiple gestation among IVF births has declined coincidentally with a decrease in the average number of embryos transferred.
Low birthweight infants occur from preterm birth, decreased intrauterine growth, or both. Many studies addressing low birthweight in singleton IVF pregnancies do not differentiate between the two. Although it is well known that IVF pregnancies have higher rates of preterm birth, it is not as well established whether the infants conceived by IVF also have a reduced intrauterine growth rate. To date, there are no standards for birthweight percentiles by gestational week, allowing for fetal growth assessment of singletons conceived by ART in the United States. Currently, birthweight of IVF newborns is assessed using general US growth curves for all nonanomalous newborns.
The objectives of the present study were to establish US singleton IVF reference standards using birthweight percentiles by gestational age for singleton live births resulting from IVF in the United States using data more recent than 2000 from the Society for Assisted Reproductive Technology Clinic Outcome Reporting System (SART CORS) and to compare them with a general US population.
Materials and Methods
Data on 96,917 singleton live births following IVF treatment with fresh nondonor oocytes between January 2006 and December 2010 were provided from the SART CORS. The Society for Assisted Reproductive Technology has collected, verified, and reported to the Centers for Disease Control and Prevention IVF and birth data from more than 90% of clinics performing ART in the United States since 1992 in compliance with the Fertility Clinic Success Rate and Certification Act of 1992 (Public Law 102-493, Oct. 24, 1992). Approval for this study was obtained from the Society for Assisted Reproductive Technology, the Louisiana State University Medical School New Orleans, and the Tulane University Health Sciences Center (New Orleans, LA) institutional review boards.
In the Society for Assisted Reproductive Technology data used in our study, gestational age was calculated by adding 14 days to the number of completed weeks since oocyte retrieval and fertilization. Singletons with birth defects (n = 1482), birthweights <300 g (n = 17), >6000 g (n = 6) or not recorded (n = 1058), less than 24 completed gestational weeks (n = 366), longer than 42 weeks (n = 661) and records lacking the day of embryo transfer (n = 354) were excluded. Also excluded were births resulting from transfer day 8 or later (n = 15) because of the possibility that the day of transfer was incorrect. After excluding 3474 records (3.58%) for 1 or more of the reasons listed previously, 93,443 IVF singleton births between 24 and 42 completed weeks of gestation were included for analysis.
Exclusion of outliers
A variety of methods have been used to exclude outliers in large data sets because of errors in recording gestational age or birthweight. In this study, the method of Tukey was chosen because of its applicability of more objective ways to identify outliers and its wide use in publications, including most recently in comparison of Australian and New Zealand IVF birthweights by gestational week with Australian National birthweights.
By Tukey’s methodology, birthweights that fall below the first quartile minus twice the interquartile range, or above the third quartile plus twice the interquartile range were considered as outliers and were excluded from analysis. Of 541 (0.58%) excluded records, 84% were above and 16% were below Tukey’s limits. Before 33 weeks, 8.4% of records were excluded for high birthweights compared with 0.3% after 33 weeks. The rate of exclusion for low birthweights was 0.5% before and 0.8% after 33 weeks.
After exclusion of outlier records with implausible birthweights for gestational age, a total of 92,902 births from 24 to 42 completed weeks were available to study. Of these births, 46,241 were female, 46,483 were male, and in 178 the sex was not identified. Included in the analysis are 19 birthweights ≥300 g but <500 g, all born before 30 completed weeks of gestation. Of these births, 5 resulted in neonatal deaths, survival was not reported for 2 births, and 12 survived the neonatal period.
US national birthweight comparison groups
Birthweight percentiles for US singletons between 24 and 42 weeks of gestation already have been reported in 2014 using 2011 data. In this data set, the gestational age on the birth certificate was corrected for the obstetric estimate of gestational age, providing more accurate birthweight data for gestational age. The corrected data set, published by Duryea et al included all 2011 US nonanomalous singleton births with recorded birthweights between 500 and 6000 g. The 2011 study of US National birth weight data set did not differentiate IVF from spontaneous pregnancies (estimated to be 0.8% of the data set). Given the large number of spontaneous pregnancies in the US data set, the inclusion of IVF births was not anticipated to substantially change the findings.
Data analysis and preparation of birthweight percentile charts and tables
To prepare birthweight percentiles by completed week of gestation for all IVF singleton pregnancies, we used births between 24 and 42 weeks of gestation, to be comparable with recently published birthweight percentiles for US singletons. We calculated average birthweight with SD and smoothed third, fifth, 10th, 25th, 50th, 75th, 90th, 95th, and 97th percentiles. Smoothing was done by using the polynomial curve that best fit the IVF data. Our comparison group revised US birthweight 10th, 50th, and 90th percentiles for singleton births between 24 and 42 weeks of gestation and were superimposed on IVF percentile curves for comparison with IVF 10th, 50th, and 90th percentiles. We also present smoothed birthweight percentiles by week of gestation for IVF females and males.
Results
The demographic characteristics of IVF singletons from 2006 to 2010 and US singletons in 2011 are shown in Table 1 . The proportion of male births was slightly higher in US singletons than in IVF singletons. There were certain demographic population differences in the IVF singleton group compared with US singletons in 2011. IVF mothers tended to be older and had more preterm births and spontaneous abortions. A greater proportion of the IVF singleton group gave their race as white.
All | IVF singleton, 2006–2010 | US singleton, 2011 a | ||
---|---|---|---|---|
Number | % | Number | % | |
93,926 | 100 | 3,812,730 | 100 | |
Gender | ||||
Female | 46,476 | 49.7 | 1,929,538 | 48.8 |
Male | 47,038 | 50.3 | 2,024,052 | 51.2 |
Maternal age, y | ||||
<30 | 14,736 | 15.7 | 2,386,529 | 60.5 |
30–34 | 35,392 | 37.7 | 986,682 | 25.0 |
35–39 | 34,311 | 36.5 | 4,638,391 | 11.8 |
40–44 | 9494 | 10.1 | 108,920 | 2.8 |
Parity | ||||
Primiparous | 43,882 | 46.8 | 3,139,260 | 70.5 |
>1 PTB or Ab | 36,807 | 38.9 | 73,055 | 1.6 |
>1 Term only | 12,997 | 13.7 | 1,239,690 | 27.8 |
Ethnicity | ||||
White | 45,319 | 75.8 | 3,020,355 | 62.0 |
Afro-American | 3232 | 5.4 | 632,901 | 13.0 |
Hispanic | 3983 | 6.7 | 918,129 | 18.8 |
Asian | 5842 | 9.8 | 253,915 | 5.2 |
Other b | 1350 | 2.2 | 46,419 | 1.0 |
a US natality reports 2011 (includes all nonanomalous births, including IVF)
b Other (American Indian, Alaskan, Hawaiian, Pacific Islander, or more than one reported).
Figure 1 and Table 2 present the detailed percentiles of birthweight per completed gestational week for IVF singletons after statistical smoothing and the corresponding 10th, 50th, and 90th percentiles for all US singletons. From weeks 24 to 41, smoothed IVF singleton and US singleton 50th and 90th birthweight percentiles are nearly identical; this is particularly true for week 30 and 39. From weeks 31 to 41, smoothed IVF singleton and US singleton 10th birthweight percentiles are also nearly identical; however, before 31 weeks the 10th percentile for IVF singletons averaged 11% lower that for US singletons.
IVF singleton, 2006–2010 | United States, 2011 a | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Number and average | Percentile smoothed | Percentile | |||||||||||||
Week | n | Average, g | SD | Third | Fifth | 10th | 25th | 50th | 75th | 90th | 95th | 97th | 10th | 50th | 90th |
24 | 100 | 627 | 141 | 393 | 416 | 470 | 566 | 669 | 735 | 793 | 854 | 941 | 567 | 680 | 850 |
25 | 148 | 747 | 148 | 425 | 452 | 512 | 618 | 759 | 825 | 910 | 979 | 1039 | 584 | 765 | 938 |
26 | 130 | 826 | 214 | 456 | 483 | 566 | 705 | 855 | 952 | 1050 | 1133 | 1200 | 637 | 872 | 1080 |
27 | 144 | 956 | 218 | 500 | 550 | 645 | 807 | 976 | 1090 | 1219 | 1311 | 1386 | 719 | 997 | 1260 |
28 | 181 | 1093 | 239 | 596 | 666 | 743 | 923 | 1106 | 1247 | 1389 | 1500 | 1611 | 822 | 1138 | 1462 |
29 | 205 | 1265 | 319 | 691 | 781 | 880 | 1072 | 1275 | 1434 | 1627 | 1753 | 1860 | 939 | 1290 | 1672 |
30 | 300 | 1391 | 317 | 827 | 902 | 1024 | 1223 | 1452 | 1627 | 1843 | 1990 | 2131 | 1068 | 1455 | 1883 |
31 | 358 | 1661 | 340 | 980 | 1062 | 1200 | 1410 | 1644 | 1855 | 2115 | 2296 | 2447 | 1214 | 1635 | 2101 |
32 | 510 | 1851 | 391 | 1143 | 1236 | 1373 | 1590 | 1843 | 2084 | 2365 | 2570 | 2721 | 1380 | 1833 | 2331 |
33 | 771 | 2088 | 412 | 1346 | 1437 | 1587 | 1814 | 2069 | 2324 | 2636 | 2835 | 2989 | 1573 | 2053 | 2579 |
34 | 1410 | 2348 | 428 | 1559 | 1654 | 1814 | 2042 | 2325 | 2584 | 2892 | 3100 | 3268 | 1793 | 2296 | 2846 |
35 | 2420 | 2592 | 447 | 1776 | 1882 | 2041 | 2277 | 2560 | 2837 | 3124 | 3357 | 3509 | 2030 | 2549 | 3119 |
36 | 4591 | 2799 | 434 | 2015 | 2098 | 2267 | 2500 | 2778 | 3061 | 3368 | 3571 | 3727 | 2270 | 2797 | 3380 |
37 | 9260 | 3005 | 434 | 2245 | 2337 | 2488 | 2741 | 3012 | 3288 | 3585 | 3784 | 3931 | 2500 | 3025 | 3612 |
38 | 19,419 | 3240 | 427 | 2466 | 2534 | 2721 | 2948 | 3231 | 3512 | 3782 | 3968 | 4089 | 2706 | 3219 | 3799 |
39 | 29,193 | 3398 | 421 | 2664 | 2749 | 2880 | 3118 | 3373 | 3669 | 3941 | 4138 | 4239 | 2877 | 3374 | 3941 |
40 | 17,771 | 3505 | 420 | 2779 | 2860 | 3024 | 3241 | 3506 | 3795 | 4053 | 4260 | 4345 | 3005 | 3499 | 4057 |
41 | 5565 | 3613 | 428 | 2807 | 2900 | 3078 | 3307 | 3590 | 3880 | 4154 | 4327 | 4420 | 3082 | 3600 | 4167 |
42 | 426 | 4458 | 464 | 2721 | 2806 | 2993 | 3260 | 3571 | 3851 | 4167 | 4329 | 4422 | 3099 | 3686 | 4290 |
After week 41, 10th, 50th, and 90th birthweight percentiles decrease or plateau for IVF singletons but continue to increase for US singletons. At 40 completed weeks of gestation, the 50th birthweight percentiles of all IVF singletons averaged 3505 g compared with 3499 g for US singletons. The 10th and 90th percentiles of birthweight for IVF singletons at 40 weeks are 3024 and 4053 g, respectively, compared with 3005 and 4057 g for US singletons.
The detailed percentiles of birthweight per completed gestational week for IVF female and male singletons after statistical smoothing and the corresponding 10th, 50th, and 90th percentiles for US female and male singletons are shown in Tables 3 and 4 . At 40 completed weeks of gestation, 50th birthweight percentiles of IVF female and male singletons averaged 3438 g and 3578 g, respectively, compared with 3431 and 3572 g, respectively, for US female and male singletons.
IVF singleton, female, 2006–2010 | United States, 2011 a | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Number and average | Percentile smoothed | Percentile | |||||||||||||
Week | n | Average, g | SD | Third | Fifth | 10th | 25th | 50th | 75th | 90th | 95th | 97th | 10th | 50th | 90th |
24 | 47 | 593 | 109 | 378 | 403 | 475 | 521 | 595 | 666 | 709 | 758 | 782 | 545 | 652 | 820 |
25 | 73 | 721 | 123 | 391 | 436 | 500 | 605 | 704 | 800 | 865 | 919 | 942 | 557 | 740 | 912 |
26 | 66 | 780 | 205 | 424 | 475 | 551 | 681 | 804 | 934 | 1018 | 1080 | 1110 | 622 | 845 | 1047 |
27 | 71 | 909 | 244 | 481 | 528 | 628 | 773 | 935 | 1080 | 1190 | 1263 | 1309 | 702 | 967 | 1217 |
28 | 104 | 1060 | 230 | 559 | 620 | 727 | 896 | 1077 | 1233 | 1360 | 1462 | 1524 | 800 | 1102 | 1410 |
29 | 100 | 1223 | 319 | 666 | 735 | 835 | 1020 | 1219 | 1400 | 1562 | 1692 | 1784 | 911 | 1250 | 1616 |
30 | 125 | 1356 | 309 | 789 | 873 | 978 | 1172 | 1378 | 1585 | 1776 | 1922 | 2037 | 1033 | 1411 | 1831 |
31 | 167 | 1589 | 315 | 926 | 1026 | 1149 | 1363 | 1559 | 1785 | 1991 | 2167 | 2320 | 1179 | 1588 | 2055 |
32 | 250 | 1807 | 392 | 1100 | 1204 | 1325 | 1554 | 1776 | 2013 | 2242 | 2435 | 2619 | 1335 | 1784 | 2291 |
33 | 347 | 2030 | 460 | 1304 | 1417 | 1539 | 1769 | 2014 | 2257 | 2511 | 2718 | 2894 | 1526 | 2001 | 2540 |
34 | 654 | 2272 | 426 | 1516 | 1639 | 1761 | 2012 | 2236 | 2500 | 2757 | 2979 | 3162 | 1747 | 2240 | 2801 |
35 | 1095 | 2536 | 438 | 1746 | 1871 | 1991 | 2236 | 2495 | 2757 | 3009 | 3239 | 3415 | 1987 | 2489 | 3063 |
36 | 2182 | 2738 | 421 | 1983 | 2106 | 2228 | 2466 | 2722 | 3004 | 3260 | 3458 | 3629 | 2230 | 2734 | 3311 |
37 | 4395 | 2931 | 422 | 2221 | 2305 | 2450 | 2688 | 2929 | 3224 | 3500 | 3700 | 3836 | 2461 | 2961 | 3533 |
38 | 9408 | 3172 | 411 | 2438 | 2523 | 2665 | 2891 | 3155 | 3430 | 3713 | 3883 | 4000 | 2677 | 3155 | 3714 |
39 | 14,715 | 3333 | 409 | 2608 | 2688 | 2834 | 3061 | 3316 | 3600 | 3882 | 4053 | 4142 | 2829 | 3311 | 3856 |
40 | 9107 | 3438 | 404 | 2721 | 2806 | 2940 | 3175 | 3430 | 3713 | 4005 | 4173 | 4242 | 2950 | 3431 | 3973 |
41 | 2863 | 3530 | 416 | 2757 | 2863 | 3005 | 3254 | 3515 | 3783 | 4082 | 4242 | 4300 | 3020 | 3517 | 4082 |
42 | 211 | 3496 | 428 | 2728 | 2833 | 2948 | 3232 | 3487 | 3742 | 4082 | 4250 | 4311 | 3033 | 3572 | 4198 |
a United States: Reproduced, with permission, from Duryea et al.
IVF singleton male: 2006–2010 | United States, 2011 a | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Number and average | Percentile smoothed | Percentile | |||||||||||||
Week | n | Average, g | SD | Third | Fifth | 10th | 25th | 50th | 75th | 90th | 95th | 97th | 10th | 50th | 90th |
24 | 53 | 706 | 216 | 398 | 441 | 493 | 595 | 708 | 770 | 830 | 882 | 926 | 580 | 706 | 855 |
25 | 74 | 766 | 155 | 433 | 472 | 566 | 680 | 793 | 878 | 936 | 973 | 1021 | 595 | 790 | 964 |
26 | 63 | 863 | 196 | 467 | 528 | 631 | 779 | 907 | 1001 | 1073 | 1116 | 1159 | 652 | 900 | 1110 |
27 | 75 | 1007 | 187 | 516 | 571 | 718 | 882 | 1020 | 1142 | 1211 | 1263 | 1341 | 741 | 1031 | 1284 |
28 | 76 | 1131 | 216 | 580 | 649 | 813 | 992 | 1151 | 1283 | 1389 | 1462 | 1540 | 851 | 1177 | 1479 |
29 | 101 | 1278 | 270 | 683 | 761 | 936 | 1125 | 1304 | 1445 | 1600 | 1700 | 1791 | 972 | 1332 | 1686 |
30 | 171 | 1421 | 320 | 825 | 895 | 1073 | 1272 | 1471 | 1635 | 1834 | 1972 | 2042 | 1102 | 1496 | 1901 |
31 | 188 | 1709 | 483 | 978 | 1038 | 1263 | 1462 | 1670 | 1869 | 2076 | 2229 | 2336 | 1247 | 1674 | 2128 |
32 | 257 | 1876 | 385 | 1163 | 1228 | 1436 | 1672 | 1889 | 2097 | 2362 | 2540 | 2647 | 1414 | 1871 | 2367 |
33 | 426 | 2142 | 399 | 1361 | 1446 | 1658 | 1871 | 2137 | 2353 | 2638 | 2834 | 2933 | 1608 | 2091 | 2622 |
34 | 750 | 2413 | 424 | 1615 | 1687 | 1860 | 2100 | 2381 | 2600 | 2900 | 3114 | 3209 | 1834 | 2335 | 2892 |
35 | 1300 | 2633 | 435 | 1843 | 1938 | 2100 | 2352 | 2608 | 2872 | 3175 | 3373 | 3486 | 2078 | 2592 | 3165 |
36 | 2397 | 2854 | 441 | 2076 | 2154 | 2324 | 2569 | 2835 | 3118 | 3426 | 3625 | 3746 | 2325 | 2846 | 3426 |
37 | 4819 | 3072 | 432 | 2318 | 2405 | 2569 | 2806 | 3061 | 3345 | 3651 | 3841 | 3971 | 2560 | 3082 | 3661 |
38 | 9928 | 3304 | 433 | 2517 | 2608 | 2778 | 3004 | 3288 | 3564 | 3856 | 4026 | 4152 | 2766 | 3283 | 3856 |
39 | 14,372 | 3466 | 423 | 2708 | 2806 | 2948 | 3175 | 3458 | 3742 | 4025 | 4195 | 4309 | 2935 | 3445 | 4010 |
40 | 8577 | 3578 | 425 | 2837 | 2933 | 3071 | 3288 | 3571 | 3884 | 4152 | 4309 | 4412 | 3062 | 3572 | 4135 |
41 | 2689 | 3690 | 428 | 2889 | 3004 | 3140 | 3356 | 3668 | 3945 | 4252 | 4400 | 4481 | 3143 | 3669 | 4242 |
42 | 212 | 3634 | 482 | 2785 | 2889 | 3062 | 3316 | 3628 | 3913 | 4230 | 4377 | 4464 | 3175 | 3740 | 4345 |