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Katebi N, Sameni R, Rohloff P, Clifford GD. Hierarchical Attentive Network for Gestational Age Estimation in Low-Resource Settings. IEEE J Biomed Health Inform 2023; 27:2501-2511. [PMID: 37027652 PMCID: PMC10482160 DOI: 10.1109/jbhi.2023.3246931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/22/2023]
Abstract
Assessing fetal development is essential to the provision of healthcare for both mothers and fetuses. In low- and middle-income countries, conditions that increase the risk of fetal growth restriction (FGR) are often more prevalent. In these regions, barriers to accessing healthcare and social services exacerbate fetal maternal health problems. One of these barriers is the lack of affordable diagnostic technologies. To address this issue, this work introduces an end-to-end algorithm applied to a low-cost, hand-held Doppler ultrasound device for estimating gestational age (GA), and by inference, FGR. The Doppler ultrasound signals used in this study were collected from 226 pregnancies (45 low birth weight at delivery) between 5 and 9 months GA by lay midwives in highland Guatemala. We designed a hierarchical deep sequence learning model with an attention mechanism to learn the normative dynamics of fetal cardiac activity in different stages of development. This resulted in a state-of-the-art GA estimation performance, with an average error of 0.79 months. This is close to the theoretical minimum for the given quantization level of one month. The model was then tested on Doppler recordings of the fetuses with low birth weight and the estimated GA was shown to be lower than the GA calculated from last menstruation. Thus, this could be interpreted as a potential sign of developmental retardation (or FGR) associated with low birth weight, and referral and intervention may be necessary.
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Ward C, Nakagawa S, Cheng YW. Prior Term Birth Decreases the Risk of Preterm Birth in a Subsequent Twin Gestation. Am J Perinatol 2023; 40:206-213. [PMID: 33946114 DOI: 10.1055/s-0041-1727227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
OBJECTIVE The aim of the study is to examine the association between the risk of preterm delivery among women with twin pregnancies and their obstetric history. STUDY DESIGN We designed a retrospective cohort study of live twin births in 2008 in the United States that delivered after 240/7 weeks. Women were categorized into nulliparas, multiparas with prior term delivery, and multiparas with prior preterm delivery. The incidence of preterm birth was compared using Chi-square test and multivariable logistic regression models. RESULTS A total of 32,895 nulliparous and 64,701 multiparous women with twin pregnancies were included in the study. Of the multiparous women, 2,505 (4%) had a history of a prior preterm delivery. Multiparous women with prior term birth were more likely to deliver at term (: 43%): in the index twin pregnancy than nulliparous women (40%) and multiparous women with a prior preterm birth (21%; p < 0.001). Compared with nulliparous women, prior term birth was protective against preterm delivery (adjusted odds ratio [aOR] = 0.67 [95% confidence interval: 0.60-0.74] for delivery <28 weeks and aOR = 0.79 [0.71-0.77] for delivery <34 weeks). CONCLUSION Among multiparous women with twins, a prior term delivery appeared to be protective against preterm delivery compared with nulliparous women with twins. KEY POINTS · Prior term birth is protective against preterm birth in subsequent twin pregnancy.. · A prior term birth confers an OR of 0.66 for delivery prior to 28 weeks in twin pregnancies.. · A prior preterm birth renders a twin pregnancy nearly twice as likely to deliver before 28 weeks..
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Affiliation(s)
- Clara Ward
- Department of Obstetrics, Gynecology, and Reproductive Sciences, McGovern Medical School, University of Texas Health Science Center, Houston, Texas
| | - Sanae Nakagawa
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Francisco, California
| | - Yvonne W Cheng
- Department of Obstetrics, Gynecology, and Reproductive Sciences, California Pacific Medical Center, San Francisco, California
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Go H, Hashimoto K, Kyozuka H, Maeda H, Nishigori H, Sato A, Ogata Y, Kuse M, Fujimori K, Yasumura S, Hosoya M, Yamazaki S, Ohya Y, Kishi R, Yaegashi N, Hashimoto K, Mori C, Ito S, Yamagata Z, Inadera H, Nakayama T, Iso H, Shima M, Nakamura H, Suganuma N, Kusuhara K, Katoh T. Maternal hemoglobin levels and neonatal outcomes: the Japan Environment and Children's Study. J Matern Fetal Neonatal Med 2022; 35:10472-10480. [PMID: 36273853 DOI: 10.1080/14767058.2022.2130237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
BACKGROUND Low birth weight (LBW), small for gestational age (SGA), and preterm birth (PTB) are important neonatal outcomes that may affect infant morbidity and mortality. The aim of this study is to investigate associations between maternal hemoglobin (Hb) concentrations and pregnancy outcomes of LBW, SGA, and PTB. METHODS This was a prospective birth cohort study using data of the Japan Environment and Children's Study. Participants were divided into five groups according to maternal Hb (g/dL) in the first and second trimesters: group 1, Hb < 9; group 2, 9 ≤ Hb < 11.0; group 3, 11.0 ≤ Hb < 13.0; group 4, 13.0 < Hb < 14.0; and group 5, 14.0 ≤ Hb. We examined the relationships between LBW, PTB, SGA, and maternal Hb in the first and second trimesters. RESULTS Excluding 29,673, a total of 74,392 newborns (first trimester: n = 39,084, second trimester: n = 35,308) were included. We obtained adjusted odds ratios (aORs) (95% confidence intervals (CIs)) using multivariate analysis; compared with group 3 in the first trimesters, women in group 1 were at increased risk of PTB (aOR, 3.20; 95% CI, 1.69-6.09), LBW (aOR, 2.21; 95% CI, 1.19-4.09). In the second trimester, multivariate analysis revealed that, compared with group 3 in the second trimester, women in group 1 were at increased risk of PTB (aOR, 2.30; 95% CI, 1.19-4.42) and women in group 5 were at increased risk of LBW (aOR, 1.87; 95% CI, 1.24-2.81) and PTB (aOR, 1.73; 95% CI, 1.06-2.83). CONCLUSIONS Elevated maternal Hb in the second trimester was associated with risks of PTB and LBW.
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Affiliation(s)
- Hayato Go
- Department of Pediatrics, School of Medicine, Fukushima Medical University, Fukushima, Japan
| | - Koichi Hashimoto
- Department of Pediatrics, School of Medicine, Fukushima Medical University, Fukushima, Japan.,Fukushima Regional Center for the Japan Environmental and Children's Study, Fukushima, Japan
| | - Hyo Kyozuka
- Fukushima Regional Center for the Japan Environmental and Children's Study, Fukushima, Japan.,Department of Obstetrics and Gynecology, School of Medicine, Fukushima Medical University, Fukushima, Japan
| | - Hajime Maeda
- Department of Pediatrics, School of Medicine, Fukushima Medical University, Fukushima, Japan
| | - Hidekazu Nishigori
- Fukushima Medical Center for Children and Women, Fukushima Medical University, Fukushima, Japan
| | - Akiko Sato
- Fukushima Regional Center for the Japan Environmental and Children's Study, Fukushima, Japan
| | - Yuka Ogata
- Fukushima Regional Center for the Japan Environmental and Children's Study, Fukushima, Japan
| | - Masahito Kuse
- Fukushima Regional Center for the Japan Environmental and Children's Study, Fukushima, Japan
| | - Keiya Fujimori
- Fukushima Regional Center for the Japan Environmental and Children's Study, Fukushima, Japan.,Department of Obstetrics and Gynecology, School of Medicine, Fukushima Medical University, Fukushima, Japan
| | - Seiji Yasumura
- Fukushima Regional Center for the Japan Environmental and Children's Study, Fukushima, Japan.,Department of Public Health, School of Medicine, Fukushima Medical University, Fukushima, Japan
| | - Mitsuaki Hosoya
- Department of Pediatrics, School of Medicine, Fukushima Medical University, Fukushima, Japan.,Fukushima Regional Center for the Japan Environmental and Children's Study, Fukushima, Japan
| | | | - Shin Yamazaki
- National Institute for Environmental Studies, Tsukuba, Japan
| | - Yukihiro Ohya
- National Center for Child Health and Development, Tokyo, Japan
| | | | | | | | | | | | | | | | | | | | | | | | | | - Koichi Kusuhara
- University of Occupational and Environmental Health, Kitakyushu, Japan
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Understanding Etiologic Pathways Through Multiple Sequential Mediators: An Application in Perinatal Epidemiology. Epidemiology 2022; 33:854-863. [PMID: 35816125 DOI: 10.1097/ede.0000000000001518] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
BACKGROUND Causal mediation analysis facilitates decomposing the total effect into a direct effect and an indirect effect that operates through an intermediate variable. Recent developments in causal mediation analysis have clarified the process of evaluating how-and to what extent-different pathways via multiple causally ordered mediators link the exposure to the outcome. METHODS Through an application of natural effect models for multiple mediators, we show how placental abruption might affect perinatal mortality using small for gestational age (SGA) birth and preterm delivery as two sequential mediators. We describe methods to disentangle the total effect into the proportions mediated via each of the sequential mediators, when evaluating natural direct and natural indirect effects. RESULTS Under the assumption that SGA births causally precedes preterm delivery, an analysis of 16.7 million singleton pregnancies is consistent with the hypothesis that abruption exerts powerful effects on perinatal mortality (adjusted risk ratio = 11.9; 95% confidence interval = 11.6, 12.1). The proportions of the estimated total effect mediated through SGA birth and preterm delivery were 2% and 58%, respectively. The proportion unmediated via either SGA or preterm delivery was 41%. CONCLUSIONS Through an application of causal mediation analysis with sequential mediators, we uncovered new insights into the pathways along which abruption impacts perinatal mortality.
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Wang S, Puggioni G, Wen X. A Bayesian latent class model for predicting gestational age in health administrative data. Pharm Stat 2022; 21:1199-1218. [PMID: 35535938 PMCID: PMC9801434 DOI: 10.1002/pst.2225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 03/16/2022] [Accepted: 04/19/2022] [Indexed: 01/03/2023]
Abstract
Health administrative data are oftentimes of limited use in epidemiological study on drug safety in pregnancy, due to lacking information on gestational age at birth (GAB). Although several studies have proposed algorithms to estimate GAB using claims database, failing to incorporate the unique distributional shape of GAB, can introduce bias in estimates and subsequent modeling. Hence, we develop a Bayesian latent class model to predict GAB. The model employs a mixture of Gaussian distributions with linear covariates within each class. This approach allows modeling heterogeneity in the population by identifying latent subgroups and estimating class-specific regression coefficients. We fit this model in a Bayesian framework conducting posterior computation with Markov Chain Monte Carlo methods. The method is illustrated with a dataset of 10,043 Rhode Island Medicaid mother-child pairs. We found that the three-class and six-class mixture specifications maximized prediction accuracy. Based on our results, Medicaid women were partitioned into three classes, featured by extreme preterm or preterm birth, preterm or" early" term birth, and" late" term birth. Obstetrical complications appeared to pose a significant influence on class-membership. Altogether, compared to traditional linear models our approach shows an advantage in predictive accuracy, because of superior flexibility in modeling a skewed response and population heterogeneity.
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Affiliation(s)
- Shuang Wang
- Department of Pharmacy Practice, University of Rhode Island, RI 02881, USA
| | - Gavino Puggioni
- Department of Computer Science and Statistics, University of Rhode Island, RI 02881, USA
| | - Xuerong Wen
- Department of Pharmacy Practice, University of Rhode Island, RI 02881, USA
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Horner-Johnson W, Garg B, Darney BG, Biel FM, Caughey AB. Severe maternal morbidity and other perinatal complications among women with physical, sensory, or intellectual and developmental disabilities. Paediatr Perinat Epidemiol 2022; 36:759-768. [PMID: 35437812 PMCID: PMC9398919 DOI: 10.1111/ppe.12873] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Revised: 02/16/2022] [Accepted: 02/24/2022] [Indexed: 12/28/2022]
Abstract
BACKGROUND Little is known about severe maternal morbidity (SMM) among women with disabilities. OBJECTIVE We assessed differences in SMM and other perinatal complications by presence and type of disability. We hypothesised that SMM and other complications would be more common in births to women with disabilities than to women without disabilities. METHODS We conducted a retrospective cohort study of California births from 2000 to 2012, using birth and death certificate data linked with hospital discharge data. We included singleton deliveries with gestational age of 23-42 weeks. We classified women as having any disability or not and identified disability type (physical, hearing, vision, intellectual/developmental disabilities [IDD]). Our primary outcome was a composite indicator of SMM. Secondary outcomes included additional perinatal complications: gestational hypertension, preeclampsia, gestational diabetes, venous thromboembolism, chorioamnionitis, puerperal endometritis and mental health disorders complicating pregnancy, childbirth or the puerperium. We used modified Poisson regression to obtain covariate-adjusted relative risks (RR) and 95% confidence intervals (CI) for the association of disability status and type with SMM and secondary outcomes. RESULTS Of 5,787,090 deliveries, 33,044 (0.6%) were to women with disabilities. Of these, 311 per 10,000 were complicated by SMM, compared with 84 per 10,000 deliveries to women without disabilities. In multivariable analyses, risk of SMM for births to women with disabilities was nearly three times that for women without disabilities (RR 2.84, 95% CI 2.67, 3.02). Proportion and risk of SMM were greatest for vision disability (793 per 10,000; RR 4.04, 95% CI 3.41, 4.78). Secondary outcomes were also more common among women with disabilities. In particular, more than a third of births to women with IDD (37.4%) were complicated by mental health disorders (versus 2.2% for women without disabilities). CONCLUSION As hypothesised, SMM and other perinatal complications were more common among women with disabilities than among women without disabilities.
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Affiliation(s)
- Willi Horner-Johnson
- Institute on Development and Disability, Oregon Health & Science University, Portland, OR
- OHSU-PSU School of Public Health, Portland, OR
| | - Bharti Garg
- Department of Obstetrics and Gynecology, Oregon Health & Science University, Portland, OR
| | - Blair G. Darney
- OHSU-PSU School of Public Health, Portland, OR
- Department of Obstetrics and Gynecology, Oregon Health & Science University, Portland, OR
| | - Frances M. Biel
- Department of Obstetrics and Gynecology, Oregon Health & Science University, Portland, OR
- Present affiliation: OCHIN, Inc., Portland, OR
| | - Aaron B. Caughey
- Department of Obstetrics and Gynecology, Oregon Health & Science University, Portland, OR
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Ondusko DS, Garg B, Caughey AB, Pilliod RA, Carter EH. Is Appropriate Administration of Antenatal Corticosteroids Associated with Maternal Race? Am J Perinatol 2022; 39:1204-1211. [PMID: 33374022 DOI: 10.1055/s-0040-1721717] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
OBJECTIVE Antenatal corticosteroids (ACSs) improve outcomes for premature infants; however, not all pregnant women at risk for preterm delivery receive ACS. Racial minorities are less likely to receive adequate prenatal care and more likely to deliver preterm. The objective of this study was to determine if maternal race is associated with a lower rate of ACS administration in Washington for women at risk of preterm labor (between 23 and 34 weeks). STUDY DESIGN This was a population-based retrospective cohort study of singleton, nonanomalous, premature deliveries in Washington state between 2007 and 2014. Descriptive data included maternal sociodemographics, pregnancy complications, facility of birth, and neonatal characteristics. The primary outcome was maternal receipt of ACS and the independent variable was maternal race/ethnicity. The secondary outcomes included neonatal need for assisted ventilation, both initially and for more than 6 hours, and administration of surfactant. Data were analyzed using chi-square tests and logistic regression models. RESULTS A total of 8,530 nonanomalous, singleton neonates were born between 23 and 34 weeks' gestation. Of those, 55.8% of mothers were self-identified as white, 7.5% as black, 21.4% as Hispanic, 10.9% as Asian, and 4.3% as Native American. After adjusting for confounders, black woman-neonate dyads had significantly lower odds of receiving ACS, (adjusted odds ratio [aOR] = 0.62; 95% confidence interval [CI]: 0.51-0.76), assisted ventilation immediately following delivery (aOR = 0.76; 95% CI: 0.61-0.94) and for more than 6 hours (aOR = 0.64; 95% CI: 0.49-0.84) and surfactant therapy (aOR = 0.62; 95% CI: 0.42-0.92) as compared with whites. CONCLUSION These findings contribute to the current body of literature by describing racial disparities in ACS administration for pregnant women at risk for preterm delivery. To better understand the association between black race and administration of ACS, future studies should focus on differences within and between hospitals (including quality, location, resources), patient health literacy, social determinants of health, and exposure to systemic racism and discrimination. KEY POINTS · Black women were less likely to receive antenatal steroids.. · Black neonates had lower odds of respiratory support.. · Black neonates had lower odds of receiving surfactant..
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Affiliation(s)
- Devlynne S Ondusko
- Division of Neonatology, Department of Pediatrics, Oregon Health & Science University, Portland, Oregon
| | - Bharti Garg
- Department of Obstetrics and Gynecology, Oregon Health & Science University, Portland, Oregon
| | - Aaron B Caughey
- Department of Obstetrics and Gynecology, Oregon Health & Science University, Portland, Oregon
| | - Rachel A Pilliod
- Department of Obstetrics and Gynecology, Oregon Health & Science University, Portland, Oregon
| | - Emily H Carter
- Division of Neonatology, Department of Pediatrics, Oregon Health & Science University, Portland, Oregon
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Grant A, Smarr B. Feasibility of continuous distal body temperature for passive, early pregnancy detection. PLOS DIGITAL HEALTH 2022; 1:e0000034. [PMID: 36812529 PMCID: PMC9931282 DOI: 10.1371/journal.pdig.0000034] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 04/01/2022] [Indexed: 01/02/2023]
Abstract
Most American women become aware of pregnancy ~3-7 weeks after conceptive sex, and all must seek testing to confirm their pregnant status. The delay between conceptive sex and pregnancy awareness is often a time in which contraindicated behaviors take place. However, there is long standing evidence that passive, early pregnancy detection may be possible using body temperature. To address this possibility, we analyzed 30 individuals' continuous distal body temperature (DBT) in the 180 days surrounding self-reported conceptive sex in comparison to self-reported pregnancy confirmation. Features of DBT nightly maxima changed rapidly following conceptive sex, reaching uniquely elevated values after a median of 5.5 ± 3.5 days, whereas individuals reported a positive pregnancy test result at a median of 14.5 ± 4.2 days. Together, we were able to generate a retrospective, hypothetical alert a median of 9 ± 3.9 days prior to the date at which individuals received a positive pregnancy test. Continuous temperature-derived features can provide early, passive indication of pregnancy onset. We propose these features for testing and refinement in clinical settings, and for exploration in large, diverse cohorts. The development of pregnancy detection using DBT may reduce the delay from conception to awareness and increase the agency of pregnant individuals.
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Affiliation(s)
- Azure Grant
- The Helen Wills Neuroscience Institute, University of California, Berkeley, California, United States of America
| | - Benjamin Smarr
- Department of Bioengineering, University of California, San Diego, California, United States of America,Halicioğlu Institute for Data Science, University of California, San Diego, California, United States of America,* E-mail:
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Xu S, Wang W, Li Q, Huang L, Chen X, Zhang X, Wang X, Han W, Hu X, Yang X, Hao L, Xiong G, Yang N. Association of Maternal Longitudinal Hemoglobin with Small for Gestational Age during Pregnancy: A Prospective Cohort Study. Nutrients 2022; 14:nu14071403. [PMID: 35406016 PMCID: PMC9003216 DOI: 10.3390/nu14071403] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 03/26/2022] [Accepted: 03/26/2022] [Indexed: 02/06/2023] Open
Abstract
Background: Few studies have investigated the association of maternal longitudinal hemoglobin (Hb) with small for gestational age during pregnancy. The current study examined the associations of maternal Hb concentrations and Hb changes throughout the middle and late stages of pregnancy with small for gestational age (SGA) in a large prospective cohort study. Methods: This was a prospective cohort study, which enrolled pregnant women at 8−16 weeks of gestation and followed up regularly. Maternal Hb concentrations were measured at the middle (14−27 weeks) and late (28−42 weeks) stages of pregnancy, and the Hb change from the middle to late stage of pregnancy was assessed. The Log-Poisson regression model was used to identify the association of maternal Hb with SGA, including the implications of Hb during specific pregnancy periods and Hb change across the middle to late stages of pregnancy. Of the total 3233 singleton live births, 208 (6.4%) were SGA. After adjusting for potential confounders, compared with Hb 110−119 g/L, Hb ≥ 130 g/L at late pregnancy was significantly associated with a higher risk of SGA (adjusted RR: 2.16; 95% CI: 1.49, 3.13). When Hb changes from the middle to late stages of pregnancy were classified by tertiles, the greatest change in the Hb group (<−6.0 g/L) was significantly associated with a lower risk of SGA (adjusted RR: 0.56; 95% CI: 0.37, 0.85) compared with the intermediate group (−6.0~1.9 g/L). In conclusion, for women at low risk of iron deficiency, both higher Hb concentrations in late pregnancy and less Hb reduction during pregnancy were associated with an increased risk of SGA.
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Affiliation(s)
- Shangzhi Xu
- Hubei Key Laboratory of Food Nutrition and Safety, MOE Key Laboratory of Environment and Health, Department of Nutrition and Food Hygiene, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan 430030, China; (S.X.); (W.W.); (Q.L.); (X.C.); (X.Z.); (X.W.); (X.Y.); (L.H.)
- Key Laboratory of Xinjiang Endemic and Ethnic Diseases (Ministry of Education), Department of Public Health, School of Medicine, Shihezi University, Shihezi 832003, China
| | - Weiming Wang
- Hubei Key Laboratory of Food Nutrition and Safety, MOE Key Laboratory of Environment and Health, Department of Nutrition and Food Hygiene, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan 430030, China; (S.X.); (W.W.); (Q.L.); (X.C.); (X.Z.); (X.W.); (X.Y.); (L.H.)
| | - Qian Li
- Hubei Key Laboratory of Food Nutrition and Safety, MOE Key Laboratory of Environment and Health, Department of Nutrition and Food Hygiene, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan 430030, China; (S.X.); (W.W.); (Q.L.); (X.C.); (X.Z.); (X.W.); (X.Y.); (L.H.)
| | - Li Huang
- Shenzhen Baoan Center for Chronic Disease Control, Shenzhen 518101, China;
| | - Xi Chen
- Hubei Key Laboratory of Food Nutrition and Safety, MOE Key Laboratory of Environment and Health, Department of Nutrition and Food Hygiene, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan 430030, China; (S.X.); (W.W.); (Q.L.); (X.C.); (X.Z.); (X.W.); (X.Y.); (L.H.)
| | - Xu Zhang
- Hubei Key Laboratory of Food Nutrition and Safety, MOE Key Laboratory of Environment and Health, Department of Nutrition and Food Hygiene, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan 430030, China; (S.X.); (W.W.); (Q.L.); (X.C.); (X.Z.); (X.W.); (X.Y.); (L.H.)
| | - Xiaoyi Wang
- Hubei Key Laboratory of Food Nutrition and Safety, MOE Key Laboratory of Environment and Health, Department of Nutrition and Food Hygiene, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan 430030, China; (S.X.); (W.W.); (Q.L.); (X.C.); (X.Z.); (X.W.); (X.Y.); (L.H.)
| | - Weizhen Han
- Department of Obstetrics and Gynecology, The Central Hospital of Wuhan, Wuhan 430014, China; (W.H.); (G.X.)
| | - Xingwen Hu
- Clinical Laboratory, Hubei Maternal and Child Health Hospital, Wuhan 430070, China;
| | - Xuefeng Yang
- Hubei Key Laboratory of Food Nutrition and Safety, MOE Key Laboratory of Environment and Health, Department of Nutrition and Food Hygiene, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan 430030, China; (S.X.); (W.W.); (Q.L.); (X.C.); (X.Z.); (X.W.); (X.Y.); (L.H.)
| | - Liping Hao
- Hubei Key Laboratory of Food Nutrition and Safety, MOE Key Laboratory of Environment and Health, Department of Nutrition and Food Hygiene, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan 430030, China; (S.X.); (W.W.); (Q.L.); (X.C.); (X.Z.); (X.W.); (X.Y.); (L.H.)
| | - Guoping Xiong
- Department of Obstetrics and Gynecology, The Central Hospital of Wuhan, Wuhan 430014, China; (W.H.); (G.X.)
| | - Nianhong Yang
- Hubei Key Laboratory of Food Nutrition and Safety, MOE Key Laboratory of Environment and Health, Department of Nutrition and Food Hygiene, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan 430030, China; (S.X.); (W.W.); (Q.L.); (X.C.); (X.Z.); (X.W.); (X.Y.); (L.H.)
- Correspondence: ; Tel.: +86-27-83650521
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Tabet M, Banna S, Luong L, Kirby R, Chang JJ. Pregnancy Outcomes after Preeclampsia: The Effects of Interpregnancy Weight Change. Am J Perinatol 2021; 38:1393-1402. [PMID: 32521560 DOI: 10.1055/s-0040-1713000] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
OBJECTIVE This study aimed to examine the effects of interpregnancy weight change on pregnancy outcomes, including recurrent preeclampsia, preterm birth, small-for-gestational age (SGA), large-for-gestational age (LGA), and cesarean delivery, among women with a history of preeclampsia. We also evaluated whether these associations were modified by prepregnancy body mass index (BMI) category in the first pregnancy (BMI < 25 vs. ≥25 kg/m2) and if associations were present among women who maintained a healthy BMI category in both pregnancies. STUDY DESIGN We conducted a population-based retrospective cohort study including 15,108 women who delivered their first two nonanomalous singleton live births in Missouri (1989-2005) and experienced preeclampsia in the first pregnancy. We performed Poisson regression with robust error variance to estimate relative risks and 95% confidence intervals for outcomes of interest after controlling for potential confounders. RESULTS Interpregnancy weight gain was associated with increased risk of recurrent preeclampsia, LGA, and cesarean delivery. These risks increased in a "dose-response" manner with increasing magnitude of interpregnancy weight gain and were generally more pronounced among women who were underweight or normal weight in the first pregnancy. Interpregnancy weight loss exceeding 1 BMI unit was associated with increased risk of SGA among underweight and normal weight women, while interpregnancy weight loss exceeding 2 BMI units was associated with reduced risk of recurrent preeclampsia among overweight and obese women. CONCLUSION Even small changes in interpregnancy weight may significantly affect pregnancy outcomes among formerly preeclamptic women. Appropriate weight management between pregnancies has the potential to attenuate such risks. KEY POINTS · Interpregnancy weight change among formerly preeclamptic women significantly affects pregnancy outcomes.. · Interpregnancy weight gain is associated with increased risk of recurrent preeclampsia, large-for-gestational-age and cesarean delivery.. · Interpregnancy weight loss is associated with increased risk of small-for-gestational age and recurrent preeclampsia..
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Affiliation(s)
- Maya Tabet
- Department of Epidemiology and Biostatistics, College for Public Health and Social Justice, Saint Louis University, Saint Louis, Missouri
| | - Soumya Banna
- School of Medicine, Saint Louis University, Saint Louis, Missouri
| | - Lan Luong
- Department of Epidemiology and Biostatistics, College for Public Health and Social Justice, Saint Louis University, Saint Louis, Missouri
| | - Russell Kirby
- Department of Community and Family Health, College of Public Health, University of South Florida, Tampa, Florida
| | - Jen Jen Chang
- Department of Epidemiology and Biostatistics, College for Public Health and Social Justice, Saint Louis University, Saint Louis, Missouri
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Farley GJ, Sauer MV, Brandt JS, Ananth CV. Singleton pregnancies conceived with infertility treatments and the risk of neonatal and infant mortality. Fertil Steril 2021; 116:1515-1523. [PMID: 34620455 DOI: 10.1016/j.fertnstert.2021.08.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Revised: 07/29/2021] [Accepted: 08/04/2021] [Indexed: 12/21/2022]
Abstract
OBJECTIVES To examine the risks of neonatal and infant mortality in relation to infertility treatment and to quantify the extent to which preterm delivery mediates this relationship. DESIGN Cross-sectional study. SETTING United States, 2015-2018. PATIENT(S) A total of 14,961,207 pregnancies resulting in a singleton live birth. INTERVENTION(S) Any infertility treatment, including assisted reproductive technology and fertility-enhancing drugs. MAIN OUTCOME MEASURE(S) Neonatal (<28 days) mortality. The effect measure, risk ratio (RR), and 95% confidence interval (CI) were derived from log-linear Poisson models. A causal mediation analysis of the relationship between infertility treatment and mortality associated with preterm delivery (<37 weeks) was performed. The effects of exposure misclassification and unmeasured confounding biases were assessed. RESULT(S) Any infertility treatment was documented in 1.3% (n = 198,986) of pregnancies. Infertility treatment was associated with a 51% increased risk of neonatal mortality (RR 1.51, 95% CI 1.39-1.64), with a slightly higher risk for early neonatal mortality (RR 1.57, 95% CI 1.43-1.73) than late neonatal mortality (RR 1.33, 95% CI 1.11-1.58). These risks were similar for pregnancies conceived through assisted reproductive technology and fertility-enhancing drugs. The mediation analysis showed that 72% (95% CI 59-85) of the total effect of infertility treatment on neonatal mortality was mediated through preterm delivery. In a sensitivity analysis, following corrections for exposure misclassification and unmeasured confounding biases, these risks were higher for early, but not for late, neonatal mortality. CONCLUSION(S) Pregnancies conceived with infertility treatment are associated with increased neonatal mortality, and this association is largely mediated through preterm delivery. However, given the substantial underreporting of infertility treatment, these associations must be cautiously interpreted.
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Affiliation(s)
- Gordon J Farley
- Rutgers Robert Wood Johnson Medical School, Piscataway, New Jersey
| | - Mark V Sauer
- Department of Obstetrics, Gynecology and Reproductive Sciences, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey
| | - Justin S Brandt
- Division of Maternal-Fetal Medicine, Department of Obstetrics, Gynecology and Reproductive Sciences, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey
| | - Cande V Ananth
- Division of Epidemiology and Biostatistics, Department of Obstetrics, Gynecology and Reproductive Sciences, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey; Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, New Jersey; Cardiovascular Institute of New Jersey and Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey; Environmental and Occupational Health Sciences Institute (EOHSI), Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey.
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12
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Fruh V, Rifas-Shiman SL, Coull BA, Devick KL, Amarasiriwardena C, Cardenas A, Bellinger DC, Wise LA, White RF, Wright RO, Oken E, Claus Henn B. Prenatal exposure to a mixture of elements and neurobehavioral outcomes in mid-childhood: Results from Project Viva. ENVIRONMENTAL RESEARCH 2021; 201:111540. [PMID: 34166661 PMCID: PMC8502495 DOI: 10.1016/j.envres.2021.111540] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 05/26/2021] [Accepted: 06/13/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND Lead (Pb), manganese (Mn), selenium (Se) and methylmercury (MeHg) can be neurotoxic individually, despite Mn and Se also being essential elements. Little is known about the joint effects of essential and non-essential elements on neurobehavior, particularly for prenatal exposures. OBJECTIVES To evaluate associations of prenatal exposure to multiple elements with executive function and neurobehavior in children. METHODS Participants included 1009 mother-child pairs from the Project Viva pre-birth cohort. We estimated maternal erythrocyte Pb, Mn, Se, and Hg concentrations prenatally. In 6-11-year old children (median 7.6 years), parents and teachers rated children's executive function-related behaviors using the Behavior Rating Inventory of Executive Function (BRIEF) Global Executive Composite score and behavioral difficulties using the Strengths and Difficulties Questionnaire (SDQ) total difficulties score. We evaluated associations of element mixtures with neurobehavior using Bayesian kernel machine regression (BKMR), multivariable linear regression, and quantile g-computation. RESULTS Median erythrocyte Pb, Mn, Se, and Hg concentrations were 1.1 μg/dL, 33.1 μg/L, 204.5 ng/mL, and 3.1 ng/g, respectively. Findings from BKMR and quantile g-computation models both showed worse (higher) parent-rated BRIEF and SDQ z-scores with higher concentrations of the mixture, although estimates were imprecise. When remaining elements were set at their median within BKMR models, increases in Pb and Se from the 25th to 75th percentile of exposure distributions were associated with 0.08 (95% CI: 0.02, 0.19) and 0.07 (95% CI: 0.03, 0.16) standard deviation increases in parent-rated BRIEF scores, and 0.08 (95% CI: 0.02, 0.17) and 0.05 (95% CI: 0.03, 0.13) standard deviation increases in SDQ scores, respectively. There was no evidence of element interactions. DISCUSSION Although associations were small in magnitude, we found a trend of worsening neurobehavioral ratings with increasing prenatal exposure to an element mixture. However, we may be observing a limited range of dose-dependent impacts given the levels of exposure within our population.
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Affiliation(s)
- Victoria Fruh
- Department of Environmental Health, Boston University School of Public Health, Boston, MA, USA.
| | - Sheryl L Rifas-Shiman
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA
| | - Brent A Coull
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Katrina L Devick
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Scottsdale, AZ, USA
| | - Chitra Amarasiriwardena
- Department of Environmental Medicine and Public Health, Icahn School of Medicine, Mount Sinai, New York, NY, USA
| | - Andres Cardenas
- Division of Environmental Health Sciences, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - David C Bellinger
- Department of Neurology, Boston Children's Hospital, Boston, MA, USA; Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Lauren A Wise
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Roberta F White
- Department of Environmental Health, Boston University School of Public Health, Boston, MA, USA
| | - Robert O Wright
- Department of Environmental Medicine and Public Health, Icahn School of Medicine, Mount Sinai, New York, NY, USA
| | - Emily Oken
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA
| | - Birgit Claus Henn
- Department of Environmental Health, Boston University School of Public Health, Boston, MA, USA
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13
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Wise LA, Wang TR, Wesselink AK, Willis SK, Chaiyasarikul A, Levinson JS, Rothman KJ, Hatch EE, Savitz DA. Accuracy of self-reported birth outcomes relative to birth certificate data in an Internet-based prospective cohort study. Paediatr Perinat Epidemiol 2021; 35:590-595. [PMID: 33956369 PMCID: PMC8380669 DOI: 10.1111/ppe.12769] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 03/01/2021] [Accepted: 03/09/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND The accuracy of birth outcome data provided by Internet-based cohort study participants has not been well studied. METHODS We compared self-reported data on birth characteristics in Pregnancy Study Online (PRESTO), an Internet-based prospective cohort study of North American pregnancy planners, with birth certificate data. At enrolment, participants were aged 21-45 years, attempting conception, and not using fertility treatment. Women completed online questionnaires during preconception, early and late pregnancy, and postpartum. We requested birth certificate data during 2014-2019 from seven health departments in states with the most participants. After restricting to singleton births, we assessed specificity, sensitivity, and agreement comparing self-reported data from postpartum questionnaires with birth certificate data for gestational age at delivery (GA) and birthweight (grams). Our primary measure of self-reported GA (weeks) was calculated as [280-(due date-birth date)]/7. We used log-binomial regression to assess predictors of agreement. RESULTS We linked 85% (771/909) of women in selected states. Median age of women was 30 years (range: 21-42), 84% had ≥ 16 years of education, nearly 96% were married, 12% had household incomes <$50 000, 32% were parous, and 85% identified as non-Hispanic White. Median recall interval was 6 months. Among those with self-reported data, 89% reported the same GA as the birth certificate and 98% reported GA within 1 week of the birth certificate. Self-report of preterm birth (GA < 37 weeks) agreed with information from birth certificates for 100% of women; sensitivity was 100%, and specificity was 99%. Self-reported low birthweight (<2500 grams) agreed with birth certificates for 93% of women; sensitivity and specificity were 93% and ≥99%, respectively. Predictors of poorer agreement included higher parity and longer pregnancy attempt time for GA, and lower education and longer recall interval for birthweight. CONCLUSION Self-reported data on GA and birthweight from an Internet-based cohort showed high accuracy compared with birth certificates.
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Affiliation(s)
- Lauren A Wise
- Department of Epidemiology, Boston University School of Public Health, Massachusetts
| | - Tanran R. Wang
- Department of Epidemiology, Boston University School of Public Health, Massachusetts
| | - Amelia K. Wesselink
- Department of Epidemiology, Boston University School of Public Health, Massachusetts
| | - Sydney K. Willis
- Department of Epidemiology, Boston University School of Public Health, Massachusetts
| | - Alina Chaiyasarikul
- Department of Epidemiology, Boston University School of Public Health, Massachusetts
| | - Jessica S. Levinson
- Department of Epidemiology, Boston University School of Public Health, Massachusetts
| | - Kenneth J. Rothman
- Department of Epidemiology, Boston University School of Public Health, Massachusetts,RTI Health Solutions, Research Triangle Park, North Carolina
| | - Elizabeth E. Hatch
- Department of Epidemiology, Boston University School of Public Health, Massachusetts
| | - David A. Savitz
- Department of Epidemiology, Brown University School of Public Health, Providence, RI
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14
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Avram CM, Garg B, Skeith AE, Caughey AB. Maternal body-mass-index and neonatal brachial plexus palsy in a California cohort. J Matern Fetal Neonatal Med 2021; 35:6953-6960. [PMID: 34096464 DOI: 10.1080/14767058.2021.1932804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
OBJECTIVE To evaluate risk factors and describe the association between maternal pre-pregnancy body-mass-index (BMI) and neonatal brachial plexus palsy (BPP) in vaginal deliveries with and without shoulder dystocia. METHODS This is a retrospective cohort study of singleton, non-anomalous, term vaginal deliveries in California (2007-2011). Deliveries were classified as with or without shoulder dystocia. Our primary outcome was BPP and the independent variable of interest was maternal pre-pregnancy BMI, which was categorized as underweight (<18.5 kg/m2), normal weight (18.5-24.9 kg/m2), overweight (25-29.9 kg/m2), obesity I (30-34.9 kg/m2), obesity II (35-39.9 kg/m2) and obesity III (≥40 kg/m2). We evaluated demographics, maternal, labor, and neonatal characteristics using chi-squared tests and assessed the association of pre-pregnancy BMI with BPP using multivariable logistic regression models. RESULTS In our cohort of 1,395,761 women, there were 21,463 deliveries with shoulder dystocia and 1,374,298 deliveries without shoulder dystocia. Among deliveries with shoulder dystocia, BPP was observed more frequently in neonates born to women with BMI categorized as overweight (32% vs. 29%; p < .001), obesity I (22% vs. 14%; p < .001), obesity II (10% vs. 6%; p < .001), and obesity III (8% vs. 3%; p < .001). After adjusting for confounders, the odds of BPP in deliveries with shoulder dystocia was significantly higher for women who were overweight (aOR = 1.65; 95% CI: 1.35-2.01), obesity I (aOR = 2.33; 95% CI: 1.86-2.90), obesity II (aOR = 2.56; 95% CI: 1.92-3.40), and obesity III (aOR = 3.80; 95% CI: 2.75-5.25). In deliveries without shoulder dystocia, BPP was more common in women with a BMI that was overweight (29% vs. 25%; p < .001), obesity I (17% vs. 11%; p < .001), obesity II (9% vs. 4%; p < .001), and obesity III (8% vs. 2%; p < .001). In this cohort, multivariable regression model showed similar results in women with a BMI that was overweight (aOR = 1.47; 95% CI: 1.19-1.81), obesity I (aOR = 1.99; 95% CI: 1.55-2.54), obesity II (aOR = 2.79; 95% CI: 2.04-3.83), and obesity III (aOR = 5.05; 95% CI: 3.63-7.03). CONCLUSION Rising maternal pre-pregnancy BMI is associated with an increased risk of BPP in vaginal deliveries with and without shoulder dystocia. Preconception interventions targeting weight management may be beneficial in reducing BPP in all deliveries.
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Affiliation(s)
- Carmen M Avram
- Department of Obstetrics and Gynecology, Duke University Medical Center, Durham, NC, USA
| | - Bharti Garg
- Department of Obstetrics and Gynecology, Oregon Health & Science University, Portland, OR, USA
| | - Ashley E Skeith
- Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI, USA
| | - Aaron B Caughey
- Department of Obstetrics and Gynecology, Oregon Health & Science University, Portland, OR, USA
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15
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Tabet M, Flick LH, Xian H, Jen Jen C. Smallness at Birth and Neonatal Death: Reexamining the Current Indicator Using Sibling Data. Am J Perinatol 2021; 38:76-81. [PMID: 31412406 DOI: 10.1055/s-0039-1694761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
OBJECTIVE The similarity in size among siblings has implications for neonatal death, but research in this area is lacking in the United States. We examined the association between small-for-gestational age (SGA), defined as a birthweight <10th percentile for gestational age, and neonatal death, defined as death within the first 28 days of life, among second births who had an elder sibling with SGA ("repeaters") versus those whose elder sibling did not have SGA ("nonrepeaters"). STUDY DESIGN We conducted a population-based retrospective cohort study including 179,436 women who had their first two nonanomalous singleton live births in Missouri (1989-2005). Logistic regression was used to evaluate the association between SGA and neonatal death among second births, stratified by whether the elder sibling was SGA. RESULTS Out of 179,436 second births, 297 died in the neonatal period. There was a significant interaction between birthweight-for-gestational age of first and second births in relation to neonatal death (p = 0.001). Second births with SGA had increased odds of neonatal death by 2.15-fold if they were "repeaters," and 4.44-fold if they were "nonrepeaters," as compared with non-SGA second births. CONCLUSION Our findings suggest that referencing sibling birthweight may be warranted when evaluating infant size in relation to neonatal death.
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Affiliation(s)
- Maya Tabet
- Department of Epidemiology and Biostatistics, Saint Louis University College for Public Health and Social Justice, St. Louis, Missouri
| | - Louise H Flick
- Department of Epidemiology and Biostatistics, Saint Louis University College for Public Health and Social Justice, St. Louis, Missouri
| | - Hong Xian
- Department of Epidemiology and Biostatistics, Saint Louis University College for Public Health and Social Justice, St. Louis, Missouri
| | - Chang Jen Jen
- Department of Epidemiology and Biostatistics, Saint Louis University College for Public Health and Social Justice, St. Louis, Missouri
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16
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Jain NJ, Faiz AS, Ohman-Strickland PA, Smulian JC, Rhoads GG. Educational Attainment of Grandmothers and Preterm Birth in Grandchildren. Matern Child Health J 2020; 25:293-301. [PMID: 33184745 DOI: 10.1007/s10995-020-03021-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/04/2020] [Indexed: 01/22/2023]
Abstract
BACKGROUND Maternal education has been shown repeatedly to be inversely associated with preterm birth. Both preterm birth and educational level of families are correlated across generations, but it is not clear if educational level of grandparents affects the risk of preterm delivery of their grandchildren, and, if so, if the association with grandmother's education is independent of mother's education. METHODS We used New Jersey birth certificates to create a transgenerational dataset to examine the effect of grandmother's education on risk of PTB in White, Black and Hispanic grandchildren. We matched birth certificates of girls born in 1979-1983 to mothers listed on NJ birth certificates for the years 1999-2011. Thus, grandmothers were the women delivering in 1979-1983, and mothers were those born to the grandmothers who in turn delivered grandchildren in 1999-2011. We performed descriptive tabulations and multivariate logistic regression to develop risk estimates. RESULTS Overall, maternal education was associated inversely with PTB in each of the demographic groups. There was a substantial inter-generational increase in education between grandmothers and mothers in each group, which was most striking in Hispanics After adjusting for maternal age and education, grandmother's education continued to be associated with preterm birth of her grandchildren. CONCLUSIONS Grandmother's education was an additional, independent predictor of PTB in her grandchildren. This result supports the idea that mother's childhood and preconception socioeconomic environment, including the educational level of her childhood household affect her reproductive health.
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Affiliation(s)
- Neetu J Jain
- Rutgers School of Public Health, Department of Biostatistics and Epidemiology, Piscataway, NJ, USA.
| | - Ambarina S Faiz
- Rutgers Robert Wood Johnson Medical School, Department of Medicine, New Brunswick, NJ, USA
| | | | - John C Smulian
- University of Florida College of Medicine, Department of Obstetrics and Gynaecology, Gainesville, FL, USA
| | - George G Rhoads
- Rutgers School of Public Health, Department of Biostatistics and Epidemiology, Piscataway, NJ, USA
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17
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Reis ZSN, Gaspar JDS, Vitral GLN, Abrantes VB, de-Souza IMF, Moreira MTS, Lopes Pessoa Aguiar RA. Quality of Pregnancy Dating and Obstetric Interventions During Labor: Retrospective Database Analysis. JMIR Pediatr Parent 2020; 3:e14109. [PMID: 32293572 PMCID: PMC7191349 DOI: 10.2196/14109] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2019] [Revised: 12/16/2019] [Accepted: 02/06/2020] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND The correct dating of pregnancy is critical to support timely decisions and provide obstetric care during birth. The early obstetric ultrasound assessment before 14 weeks is considered the best reference to assist in determining gestational age (GA), with an accuracy of ±5 to 7 days. However, this information is limited in many settings worldwide. OBJECTIVE The aim of this study is to analyze the association between the obstetric interventions during childbirth and the quality of GA determination, according to the first antenatal ultrasound assessment, which assisted the calculation. METHODS This is a hospital-based cohort study using medical record data of 2113 births at a perinatal referral center. The database was separated into groups and subgroups of analyses based on the reference used by obstetricians to obtain GA at birth. Maternal and neonatal characteristics, mode of delivery, oxytocin augmentation, and forceps delivery were compared between groups of pregnancies with GA determination at different reference points: obstetric ultrasound assessment 14 weeks, 20 weeks, and ≥20 weeks or without antenatal ultrasound (suboptimal dating). Ultrasound-based GA information was associated with outcomes between the interest groups using chi-square tests, odds ratios (OR) with 95% CI, or the Mann-Whitney statistical analysis. RESULTS The chance of nonspontaneous delivery was higher in pregnancies with 14 weeks ultrasound-based GA (OR 1.64, 95% CI 1.35-1.98) and 20 weeks ultrasound-based GA (OR 1.58, 95% CI 1.31-1.90) when compared to the pregnancies with ≥20 weeks ultrasound-based GA or without any antenatal ultrasound. The use of oxytocin for labor augmentation was higher for 14 weeks and 20 weeks ultrasound-based GA, OR 1.41 (95% CI 1.09-1.82) and OR 1.34 (95% CI 1.04-1.72), respectively, when compared to those suboptimally dated. Moreover, maternal blood transfusion after birth was more frequent in births with suboptimal ultrasound-based GA determination (20/657, 3.04%) than in the other groups (14 weeks ultrasound-based GA: 17/1163, 1.46%, P=.02; 20 weeks ultrasound-based GA: 25/1456, 1.71%, P=.048). Cesarean section rates between the suboptimal dating group (244/657, 37.13%) and the other groups (14 weeks: 475/1163, 40.84%, P=.12; 20 weeks: 584/1456, 40.10%, P=.20) were similar. In addition, forceps delivery rates between the suboptimal dating group (17/657, 2.6%) and the other groups (14 weeks: 42/1163, 3.61%, P=.24; 20 weeks: 46/1456, 3.16%, P=.47) were similar. Neonatal intensive care unit admission was more frequent in newborns with suboptimal dating (103/570, 18.07%) when compared with the other groups (14 weeks: 133/1004, 13.25%, P=.01; 20 weeks: 168/1263, 13.30%, P=.01), excluding stillbirths and major fetal malformations. CONCLUSIONS The present analysis highlighted relevant points of health care to improve obstetric assistance, confirming the importance of early access to technologies for pregnancy dating as an essential component of quality antenatal care.
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Affiliation(s)
| | | | | | - Vitor Barbosa Abrantes
- Center of Health Informatics, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
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18
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Lee HH, Hsieh YP, Murphy J, Tidey JW, Savitz DA. Health Research Using Facebook to Identify and Recruit Pregnant Women Who Use Electronic Cigarettes: Internet-Based Nonrandomized Pilot Study. JMIR Res Protoc 2019; 8:e12444. [PMID: 31628785 PMCID: PMC6913691 DOI: 10.2196/12444] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2019] [Revised: 06/20/2019] [Accepted: 07/27/2019] [Indexed: 11/30/2022] Open
Abstract
Background Participant recruitment is often a challenge, particularly enrolling individuals with relatively rare characteristics. The wide reach of social media may provide a mechanism to overcome these challenges. Objective This paper aimed to provide information to researchers who seek to recruit participants from rare populations using social media for studies with demanding protocols. We aimed to describe a pilot study protocol that identified and enrolled pregnant women (second or third trimester) who were exclusive users of electronic cigarettes (e-cigarettes). We have described the recruitment methods, time, and cost; examined advertisement types that were more or less successful; discussed participant retention and relationship management; and described the process of collecting biological data. Methods In an open-access, nonrandomized pilot study, we placed Facebook advertisements that were selectively targeting women who were likely to be pregnant and interested in e-cigarettes or vaping. The advertisements invited individuals to complete a fully automated eligibility screener based on Qualtrics. Eligible participants were asked to (1) complete a Web-based survey that collected detailed information on the use of e-cigarettes, including the exact type of device and electronic liquid, (2) report the frequency and intensity of e-cigarette use for 3 months before pregnancy and during each trimester, and (3) provide a saliva specimen for a nicotine biomarker assay. We collected a photograph of each participant’s e-cigarette device, 8 weeks after the mother’s due date, to allow corroboration of the self-report and the baby’s birth weight and gestational age from the participant’s physician. Results Participants were recruited between August 19 and October 26, 2017. We enrolled 20 participants in 2 months at a cost of US $3421.28. Baseline data were collected for all 20 participants. Of the 20 women enrolled, 16 provided a saliva sample, 4 provided a photo of the e-cigarette device, and 10 provided physician contact information. Of the 10 physicians contacted by mail, 6 responded with information on the participants and their babies. Conclusions Study findings suggest that Facebook’s targeting criteria should focus on e-cigarette users to maximize advertisement exposure of potentially eligible women. In addition, saliva sample collection was feasible among pregnant women (second or third trimester) who were exclusive e-cigarette users, but obtaining photographs and physician reports was problematic and called for further refinement. These lessons are likely useful to others who are seeking to use social media to recruit participants from rare populations into studies with demanding protocols.
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Affiliation(s)
- Harold H Lee
- Department of Social and Behavioral Sciences, Harvard TH Chan School of Public Health, Boston, MA, United States
| | | | - Joe Murphy
- RTI International, Research Triangle Park, NC, United States
| | - Jennifer W Tidey
- Department of Behavioral and Social Sciences, Brown School of Public Health, Providence, RI, United States
| | - David A Savitz
- Department of Epidemiology, Brown School of Public Health, Providence, RI, United States
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19
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Buchwald AG, Teguete I, Doumbia M, Haidara FC, Coulibaly F, Diallo F, Sow SO, Blackwelder WC, Tapia MD. Clinical Evaluations Have Low Sensitivity for Identifying Preterm Infants in a Clinical Trial in a Limited Resource Setting. Glob Pediatr Health 2019; 6:2333794X19857402. [PMID: 31263743 PMCID: PMC6595652 DOI: 10.1177/2333794x19857402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2018] [Revised: 02/24/2019] [Accepted: 05/24/2019] [Indexed: 11/20/2022] Open
Abstract
Preterm birth is a primary outcome of interest in maternal vaccination trials but determination of gestational age is challenging in limited-resource settings. This study compares the New Ballard Score and fundal height measurements with the current standard of early ultrasound for sensitivity of predicting preterm birth. A trial of maternal influenza vaccination was conducted in Bamako, Mali. The New Ballard Score and fundal height were collected on 4038 infants born in the trial, ultrasound data were available for 1893 of those infants. New Ballard Score and fundal height were compared, consecutively, to all ultrasound results, early ultrasound results from the first trimester, and the date of last menstrual period for estimation of gestational age. Sensitivity of the New Ballard Score for identifying preterm infants was 0.33 compared with early ultrasound and 0.1 compared with the last menstrual period based estimates of gestational age. Sensitivity of low birth weight alone was 0.43 compared with early ultrasound. New Ballard Score estimated gestational age within 1 week of ultrasound more frequently than fundal height (53% compared with 7.6%, respectively) yet New Ballard Score identified few infants as preterm (1.8% vs 5.8% by early ultrasound), and was biased toward categorizing low birth weight infants and infants requiring hospitalization as preterm. New Ballard Score is not an ideal measure for identifying preterm births in low-resource settings. Despite the time and cost of training required for correct measurement of New Ballard Score, measurement of low birth weight alone performed better than New Ballard Score for identifying preterm infants.
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Affiliation(s)
- Andrea G Buchwald
- Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | | | - Moussa Doumbia
- Centre pour le Developpement des Vaccins-Mali, Bamako, Mali
| | | | | | | | - Samba O Sow
- Centre pour le Developpement des Vaccins-Mali, Bamako, Mali
| | | | - Milagritos D Tapia
- Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD, USA
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20
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Marshall NE, Biel FM, Boone-Heinonen J, Dukhovny D, Caughey AB, Snowden JM. The Association between Maternal Height, Body Mass Index, and Perinatal Outcomes. Am J Perinatol 2019; 36:632-640. [PMID: 30292175 PMCID: PMC6453733 DOI: 10.1055/s-0038-1673395] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
OBJECTIVE To test the hypothesis that maternal height is associated with adverse perinatal outcomes, controlling for and stratified by maternal body mass index (BMI). STUDY DESIGN This was a retrospective cohort study of all births in California between 2007 and 2010 (n = 1,775,984). Maternal height was categorized into quintiles, with lowest quintile (≤20%) representing shorter stature and the uppermost quintile (≥80%) representing taller stature. Outcomes included gestational diabetes mellitus (GDM), preeclampsia, cesarean, preterm birth (PTB), macrosomia, and low birth weight (LBW). We calculated height/outcome associations among BMI categories, and BMI/outcome associations among height categories, using various multivariable logistic regression models. RESULTS Taller women were less likely to have GDM, nulliparous cesarean, PTB, and LBW; these associations were similar across maternal BMI categories and persisted after multivariable adjustment. In contrast, when stratified by maternal height, the associations between maternal BMI and birth outcomes varied by specific outcomes, for example, the association between morbid obesity (compared with normal or overweight) and the risk of GDM was weaker among shorter women (adjusted odds ratio [aOR], 95% confidence interval [CI]: 3.48, 3.28-3.69) than taller women (aOR, 95% CI: 4.42, 4.19-4.66). CONCLUSION Maternal height is strongly associated with altered perinatal risk even after accounting for variations in complications by BMI.
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Affiliation(s)
- Nicole E Marshall
- Department of Obstetrics and Gynecology, Oregon Health and Science University, Portland, Oregon
| | - Frances M Biel
- Department of Obstetrics and Gynecology, Oregon Health and Science University, Portland, Oregon
| | | | - Dmitry Dukhovny
- Department of Pediatrics, Oregon Health and Science University, Portland, Oregon
| | - Aaron B Caughey
- Department of Obstetrics and Gynecology, Oregon Health and Science University, Portland, Oregon
| | - Jonathan M Snowden
- Department of Obstetrics and Gynecology, Oregon Health and Science University, Portland, Oregon.,School of Public Health, Oregon Health and Science University, Portland, Oregon
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Rohde RL, Luong L, Adjei Boakye E, Chang JJ. Effect of interpregnancy interval after a first pregnancy complicated by placental abruption, on adverse maternal and fetal outcomes in a second pregnancy. J Matern Fetal Neonatal Med 2019; 33:3809-3815. [PMID: 30810416 DOI: 10.1080/14767058.2019.1586878] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Background: For women who suffer from abruption in the first pregnancy, the extent to which birth spacing has an impact on maternal and fetal outcomes in a second pregnancy remains unclear.Objectives: To examine the effect of interpregnancy interval (IPI) after a first pregnancy complicated by placental abruption, on adverse maternal and fetal outcomes in a subsequent pregnancy.Study design: This was a population-based retrospective cohort study using maternally-linked Missouri birth registry from 1989 to 2005 (n = 2069). Exposure of interest was IPI and outcomes were placental abruption, preeclampsia, preterm birth, small for gestational age, cesarean delivery, and neonatal plus fetal deaths (neofetal death) in a second pregnancy. Logistic regressions were used to assess the association between IPI and the outcomes.Results: Compared with women with an IPI of 1-2 years, those with short IPI (<1 year) were more likely to experience preterm birth (aOR 3.01, 95% CI 1.71-5.28) and neonatal death (aOR 3.52, 95% CI 1.24-10.02) in their subsequent pregnancy. No significant associations between IPI and recurrent placental abruption or preeclampsia were detected.Conclusions: Women who become pregnant in less than a year's time of an initial placental abruption are at increased risk for preterm birth and neofetal death in a subsequent pregnancy. Other ischemic placental disease conditions are also shown to have serious health implications for a woman's next pregnancy.
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Affiliation(s)
- Rebecca L Rohde
- Saint Louis University School of Medicine, Saint Louis, MO, USA
| | - Lan Luong
- Department of Epidemiology and Biostatistics, College for Public Health and Social Justice, Saint Louis University, Saint Louis, MO, USA
| | - Eric Adjei Boakye
- Department of Population Science and Policy, Southern Illinois University School of Medicine, Springfield, IL, USA.,Department of Internal Medicine, Southern Illinois University School of Medicine, Springfield, IL, USA
| | - Jen Jen Chang
- Department of Internal Medicine, Southern Illinois University School of Medicine, Springfield, IL, USA
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22
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Stanek J. Histological Features of Shallow Placental Implantation Unify Early-Onset and Late-Onset Preeclampsia. Pediatr Dev Pathol 2019; 22:112-122. [PMID: 30301442 DOI: 10.1177/1093526618803759] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Preeclampsia is distinguishable from other hypertensive conditions of pregnancy by its high rates of decidual arteriopathy, the uterine type of chronic hypoxic placental injury, the occurrence of villous infarctions, and clusters of multinucleate trophoblasts in the maternal floor. To retrospectively study the clinical and placental phenotypes of 230 women with early-onset preeclampsia, 261 women with late-onset preeclampsia, and 5059 women without hypertension in pregnancy (comparative group), 24 clinical and 46 placental phenotypes were statistically compared (analysis of variance, χ2 with Bonferroni correction). The frequency of decidual arteriopathy (both hypertrophic and atherosis), patterns of chronic hypoxic placental injury, villous infarction, membrane laminar necrosis, membrane microscopic chorionic pseudocysts, clusters of maternal floor multinucleated trophoblasts, excessive number of extravillous trophoblasts, and intervillous thrombi was strikingly higher in both late-onset preeclampsia and early-onset preeclampsia than in the comparative group without hypertension in pregnancy. All 3 patterns of chronic hypoxic placental injury were 2- to 3-fold more common in preeclampsia. Although the preuterine pattern was as common in early-onset preeclampsia as it was in late-onset preeclampsia, the postuterine pattern was 2-fold more common in early-onset preeclampsia, and chronic villitis of unknown etiology was more common in late-onset preeclampsia than in the other 2 groups. Features of shallow placental implantation occurred at the same frequency in early-onset preeclampsia as in late-onset preeclampsia, which reflects an underlying common pathological mechanism in both subgroups of preeclampsia, while hypoxic lesions and patterns of placental injury were more common in early-onset preeclampsia than in late-onset preeclampsia, which correlates with more severe clinical outcomes of the former.
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Affiliation(s)
- Jerzy Stanek
- 1 Division of Pathology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
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23
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Salam SS, Ali NB, Rahman AE, Tahsina T, Islam MI, Iqbal A, Hoque DME, Saha SK, El Arifeen S. Study protocol of a 4- parallel arm, superiority, community based cluster randomized controlled trial comparing paper and e-platform based interventions to improve accuracy of recall of last menstrual period (LMP) dates in rural Bangladesh. BMC Public Health 2018; 18:1359. [PMID: 30526560 PMCID: PMC6288958 DOI: 10.1186/s12889-018-6258-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2018] [Accepted: 11/23/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Gestational age (GA) is a key determinant of newborn survival and long-term impairment. Accurate estimation of GA facilitates timely provision of essential interventions to improve maternal and newborn outcomes. Menstrual based dating, ultrasound based dating, and neonatal estimates are the primarily used methods for assessing GA; all of which have some strength and weaknesses that require critical consideration. Last menstrual period (LMP) is simple, low-cost self-reported information, recommended by the World Health Organization for estimating GA but has issues of recall mainly among poorer, less educated women and women with irregular menstruation, undiagnosed abortion, and spotting during early pregnancy. Several studies have noted that about 20-50% of women cannot accurately recall the date of LMP. The goal of this study is therefore to improve recall and reporting of LMP and by doing so increase the accuracy of LMP based GA assessment in a rural population of Bangladesh where antenatal care-seeking, availability and utilization of USG is low. METHOD We propose to conduct a 4- parallel arm, superiority, community based cluster randomized controlled trial comparing three interventions to improve recall of GA with a no intervention arm. The interventions include (i) counselling and a paper based calendar (ii) counselling and a cell phone based SMS alert system (iii) counselling and smart-phone application. The trial is being conducted among 3360 adolescent girls and recently married women in Mirzapur sub-district of Bangladesh. DISCUSSION Enrolment of study participants continued from January 24, 2017 to March 29, 2017. Data collection and intervention implementation is ongoing and will end by February, 2019. Data analysis will measure efficacy of interventions in improving the recall of LMP date among enrolled participants. Results will be reported following CONSORT guideline. The innovative conventional & e-platform based interventions, if successful, can provide substantial evidence to scale-up in a low resource setting where m-Health initiatives are proliferating with active support from all sectors in policy and implementation. TRIAL REGISTRATION ClinicalTrials.gov NCT02944747 . The trial has been registered before starting enrolment on 24 October 2016.
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Affiliation(s)
| | - Nazia Binte Ali
- Maternal and Child Health Division, icddr,b, Dhaka, 1212, Bangladesh
| | | | - Tazeen Tahsina
- Maternal and Child Health Division, icddr,b, Dhaka, 1212, Bangladesh
| | - Md Irteja Islam
- Maternal and Child Health Division, icddr,b, Dhaka, 1212, Bangladesh
| | - Afrin Iqbal
- Maternal and Child Health Division, icddr,b, Dhaka, 1212, Bangladesh
| | | | - Samir Kumar Saha
- Department of Microbiology, Dhaka Shishu (Children's) Hospital, Dhaka, 1207, Bangladesh
| | - Shams El Arifeen
- Maternal and Child Health Division, icddr,b, Dhaka, 1212, Bangladesh
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Impacts of gestational age uncertainty in estimating associations between preterm birth and ambient air pollution. Environ Epidemiol 2018; 2:e031. [PMID: 33210073 PMCID: PMC7660973 DOI: 10.1097/ee9.0000000000000031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Accepted: 10/04/2018] [Indexed: 01/12/2023] Open
Abstract
Supplemental Digital Content is available in the text. Background: Previous epidemiologic studies utilizing birth records have shown heterogeneous associations between air pollution exposure during pregnancy and the risk of preterm birth (PTB, gestational age <37 weeks). Uncertainty in gestational age at birth may contribute to this heterogeneity. Methods: We first examined disagreement between clinical and last menstrual period-based (LMP) determination of PTB from individual-level birth certificate data for the 20-county Atlanta metropolitan area during 2002 to 2006. We then estimated associations between five trimester-averaged pollutant exposures and PTB, defined using various methods based on the clinical or LMP gestational age. Finally, using a multiple imputation approach, we incorporated uncertainty in gestational age to quantify the impact of this variability on associations between pollutant exposures and PTB. Results: Odds ratios (OR) were most elevated when a more stringent definition of PTB was used. For example, defining PTB only when LMP and clinical diagnoses agree yielded an OR of 1.09 (95% confidence interval [CI] = 1.04, 1.14) per interquartile range increase in first trimester carbon monoxide exposure versus an OR of 1.04 (95% CI = 1.01, 1.08) when PTB was defined as either an LMP or clinical diagnosis. Accounting for outcome uncertainty resulted in wider CIs—between 7.4% and 43.8% wider than those assuming the PTB outcome is without error. Conclusions: Despite discrepancies in PTB derived using either the clinical or LMP gestational age estimates, our analyses demonstrated robust positive associations between PTB and ambient air pollution exposures even when gestational age uncertainty is present.
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25
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Yao R, Contag SA, Goetzinger KR, Crimmins SD, Kopelman JN, Turan S, Turan OM. The role of fetal growth restriction in the association between Down syndrome and perinatal mortality. J Matern Fetal Neonatal Med 2018; 33:952-960. [PMID: 30196734 DOI: 10.1080/14767058.2018.1511695] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
Objective: Down syndrome (DS) is associated with significant risk of perinatal mortality. We hypothesize that this association is primarily mediated through the effects of fetal growth restriction (FGR).Methods: This was a retrospective cohort analysis using the US Natality Database from 2011 to 2013. Analysis was limited to singleton nonanomalous pregnancies or confirmed DS pregnancies without severe structural anomalies between 24 and 42 w in gestation. The risk of stillbirth (SB) associated with DS was estimated using both Cox proportional Hazard (HR) regression and accelerated failure time (AFT) methods. The risk of neonatal mortality was estimated using logistic regression analyses. Mediation analysis was then performed to estimate the effect of small for gestational age (SGA), defined as birthweight ≤10th percentile for gestational age, on perinatal mortality associated with DS. All regression models were selected using backward stepwise elimination method. The final regression models included adjustment for maternal age, hypertension, and diabetes.Results: The final cohort included 2446 DS cases among 9,804,718 births. The overall SB rate was 223.6/1000 births in DS group and 4.7/1000 births without DS (p < .001, adjusted hazard ratio (aHR): 58.25; 95% CI [53.44,63.49]). Based on the AFT model, DS survival-to-delivery rate is 4.3 times lower (TR: 0.23; 95% CI [0.22,0.24]). Thirty-five percentage of the effect of DS on stillbirth was mediated through SGA (% mediation:35.1%; 95% CI [33.7,36.4]). The rate of neonatal mortality among DS was 69.0/1000 births compared with 2.8/1000 births without DS (p < .001, adjusted odds ratio (aOR): 27.16; 95% CI: [22.63,32.60]). Only 11.6% of the effect of DS on neonatal deaths was mediated through SGA (%mediation:11.6%; 95% CI [8.4,10.6]).Conclusion: Over one-third of overall stillbirths were mediated through SGA. Routine surveillance of fetal growth and standard SGA surveillance protocols may reduce the risk of perinatal mortality in DS pregnancies. Conversely, it is important to point out that these surveillance strategies may not be effective two-third of the cases not affected by growth restriction.
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Affiliation(s)
- Ruofan Yao
- Department of Obstetrics and Gynecology, Loma Linda University School of Medicine, Loma Linda, CA, USA
| | - Stephen A Contag
- Department of Obstetrics and Gynecology, University of Minnesota School of Medicine, Minneapolis, MN, USA
| | - Katherine R Goetzinger
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Sarah D Crimmins
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Jerome N Kopelman
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Sifa Turan
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Ozhan M Turan
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
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26
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Tabet M, Harper LM, Flick LH, Chang JJ. Gestational Weight Gain in the First Two Pregnancies and Perinatal Outcomes in the Second Pregnancy. Paediatr Perinat Epidemiol 2017; 31:304-313. [PMID: 28543169 DOI: 10.1111/ppe.12364] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
BACKGROUND Gestational Weight Gain (GWG) below or above the Institute of Medicine (IOM) recommendations increases the risk of adverse pregnancy outcomes. However, it remains unknown whether the risk of adverse outcomes is affected by GWG in a previous pregnancy. We examined associations between GWG in the index (second) pregnancy and pregnancy outcomes, including preterm delivery and small for gestational age (SGA), while taking into consideration GWG in the first pregnancy. METHODS In a population-based cohort study (n = 210 564), using the Missouri maternally-linked birth registry (1989-2005), we used multivariable Poisson regression with robust error variance stratified by prepregnancy body mass index (BMI) to evaluate associations between GWG in the index pregnancy and a composite indicator of GWG in the first and second pregnancies and our outcomes of interest, after controlling for sociodemographic and pregnancy-related confounders. RESULTS Associations between GWG in the index pregnancy and pregnancy outcomes were moderated by GWG in the first pregnancy. Despite having GWG within recommendations in the index pregnancy, women had increased risk of preterm delivery and SGA if they had suboptimal GWG in their first pregnancy. Also, women having suboptimal GWG in the index pregnancy had increased risk of preterm delivery only if their GWG in the first pregnancy was also suboptimal. CONCLUSIONS The observation that women who have GWG within recommendations in a current pregnancy may still have increased risk of adverse outcomes if they had suboptimal GWG in the first pregnancy has considerable clinical and public health implications.
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Affiliation(s)
- Maya Tabet
- Department of Epidemiology, Saint Louis University College for Public Health and Social Justice, Saint Louis, MO
| | - Lorie M Harper
- Department of Obstetrics and Gynecology, Washington University in Saint Louis, Saint Louis, MO
| | - Louise H Flick
- Department of Epidemiology, Saint Louis University College for Public Health and Social Justice, Saint Louis, MO
| | - Jen Jen Chang
- Department of Epidemiology, Saint Louis University College for Public Health and Social Justice, Saint Louis, MO
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Tabet M, Nelson E, Schootman M, Chien LC, Chang JJ. Geographic variability in gestational weight gain: a multilevel population-based study of women having term births in Florida (2005-2012). Ann Epidemiol 2017. [PMID: 28623074 DOI: 10.1016/j.annepidem.2017.05.015] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
PURPOSE We examined the extent of geographic variability in gestational weight gain (GWG), identified areas where women have suboptimal GWG, and evaluated whether individual- and area-level factors account for such variability. METHODS We conducted a population-based cohort study including 1,385,574 women delivering term, singleton, and live births in Florida. We used a Bayesian, structured additive regression with a spatial function to analyze data from Florida's birth certificates (2005-2012) and ZIP code tabulation areas (ZCTAs; 2010 Census). RESULTS The prevalence of insufficient (7.7%-42.9%) and excessive (17.1%-82.4%) GWG varied widely within Florida. Geographic variability was not explained by risk factors under study. Clusters in Orlando, Tampa, and Miami exhibited increased likelihood of insufficient GWG, whereas clusters in the Northwest of Florida exhibited increased likelihood of excessive GWG. CONCLUSIONS We identified areas in Florida with high likelihood of suboptimal GWG that policy-makers should prioritize in the implementation of programs for optimizing GWG.
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Affiliation(s)
- Maya Tabet
- Department of Epidemiology, Saint Louis University College for Public Health and Social Justice, St. Louis, MO.
| | - Erik Nelson
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health - Bloomington, Bloomington, IN
| | - Mario Schootman
- Department of Epidemiology, Saint Louis University College for Public Health and Social Justice, St. Louis, MO
| | - Lung-Chang Chien
- Department of Environmental and Occupational Health, University of Nevada, Las Vegas, School of Community Health Sciences, Las Vegas
| | - Jen Jen Chang
- Department of Epidemiology, Saint Louis University College for Public Health and Social Justice, St. Louis, MO
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28
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Tabet M, Jakhar S, Williams CA, Rawat U, Hailegiorgis YD, Flick LH, Chang JJ. Racial/Ethnic Differences in Correlates of Spontaneous and Medically-Indicated Late Preterm Births among Adolescents. J Pediatr Adolesc Gynecol 2017; 30:63-70. [PMID: 27543000 DOI: 10.1016/j.jpag.2016.08.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2016] [Revised: 08/03/2016] [Accepted: 08/06/2016] [Indexed: 11/16/2022]
Abstract
STUDY OBJECTIVE To investigate the racial/ethnic differences in the correlates of spontaneous and medically-indicated late preterm birth (LPTB), defined as deliveries between 34 0/7 and 36 6/7 weeks gestation, among US adolescents. DESIGN Population-based, retrospective cohort study. SETTING Births in the United States to adolescents in 2012. PARTICIPANTS Adolescents (younger than 20 years; n = 171,573) who delivered nonanomalous singleton first births between 34 and 44 weeks of gestation. INTERVENTIONS AND MAIN OUTCOME MEASURES Bivariate and multivariable logistic regression were used to evaluate the associations between maternal risk factors and spontaneous and medically-indicated LPTB, stratified according to maternal race/ethnicity. RESULTS Risk factors for spontaneous LPTB included single marital status among Asian adolescents; no insurance coverage among whites, Asian, and Hispanic adolescents; inadequate prenatal care among all racial/ethnic groups except American Indian, and adequate plus prenatal care among all races/ethnicities; prenatal smoking among whites and black adolescents; insufficient gestational weight gain among all racial/ethnic groups except American Indian; and prepregnancy underweight among white, black, and Hispanic adolescents. Risk factors for medically-indicated LPTB included inadequate prenatal care among white, black, and Hispanic adolescents, and adequate plus prenatal care among all racial/ethnic groups except Asian; insufficient gestational weight gain among white, black, and Hispanic adolescents; and prepregnancy overweight and obesity among white, black, and Hispanic adolescents. CONCLUSION Our results show racial/ethnic differences in the correlates of spontaneous and medically-indicated LPTB among US adolescents and support the need for risk-specific interventions among different racial/ethnic groups.
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Affiliation(s)
- M Tabet
- Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University, Saint Louis, Missouri
| | - S Jakhar
- Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University, Saint Louis, Missouri
| | - C A Williams
- Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University, Saint Louis, Missouri
| | - U Rawat
- Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University, Saint Louis, Missouri
| | - Y D Hailegiorgis
- Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University, Saint Louis, Missouri
| | - L H Flick
- Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University, Saint Louis, Missouri
| | - J J Chang
- Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University, Saint Louis, Missouri.
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Richards JL, Drews-Botsch C, Sales JM, Flanders WD, Kramer MR. Describing the Shape of the Relationship Between Gestational Age at Birth and Cognitive Development in a Nationally Representative U.S. Birth Cohort. Paediatr Perinat Epidemiol 2016; 30:571-582. [PMID: 27781289 PMCID: PMC5134736 DOI: 10.1111/ppe.12319] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
BACKGROUND Preterm children face higher risk of cognitive and academic deficits compared with their full-term peers. The objective of this study was to describe early childhood cognitive ability and kindergarten academic achievement across gestational age at birth in a population-based longitudinal cohort. METHODS The study population included singletons born at 24-42 weeks gestation enrolled in the Early Childhood Longitudinal Study-Birth Cohort (n = 6150 for 2-year outcome, n = 4450 for kindergarten outcome). Home-based assessments measured cognitive ability at 2 years and reading and mathematics achievement at kindergarten age. Linear regression models estimated the association between gestational age and cognitive and academic scores using four different ways of modelling gestational age: continuous variable in linear and quadratic terms; categories for individual weeks; and clinical categories for early preterm, moderate preterm, late preterm, early term, full term, late term, and post-term. RESULTS Children born at early preterm (24-27 weeks), moderate preterm (28-33 weeks), and late preterm (34-36 weeks) scored significantly worse than full-term (39-40 weeks) peers on 2-year and kindergarten assessments; however, no deficits were observed for early term (37-38 weeks). These categories were a clinically useful and parsimonious approach to stratifying risk of adverse cognitive and academic outcomes. CONCLUSIONS This study estimated the relative performance of children born at 24-42 weeks in a population-based birth cohort using multiple approaches to modelling gestational age, providing a more rigorous understanding of the relationships between the full spectrum of gestational age and cognitive and academic outcomes in early childhood and at school age.
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Affiliation(s)
- Jennifer L. Richards
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Carolyn Drews-Botsch
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Jessica M. Sales
- Department of Behavioral Sciences and Health Education, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - W. Dana Flanders
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Michael R. Kramer
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
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Matheson MC, D Olhaberriague ALP, Burgess JA, Giles GG, Hopper JL, Johns DP, Abramson MJ, Walters EH, Dharmage SC. Preterm birth and low birth weight continue to increase the risk of asthma from age 7 to 43. J Asthma 2016; 54:616-623. [PMID: 27791430 DOI: 10.1080/02770903.2016.1249284] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
BACKGROUND Perinatal events can influence the development of asthma in childhood but current evidence is contradictory concerning the effects on life-time asthma risk. OBJECTIVE To assess the relationship between birth characteristics and asthma from childhood to adulthood. METHODOLOGY All available birth records for the Tasmanian Longitudinal Health Study (TAHS) cohort, born in 1961 were obtained from the Tasmanian State Archives and Tasmanian hospitals. Low birth weight (LBW) was defined as less than 2500 grams. Preterm birth was defined as delivery before 37 weeks' gestation. Small for gestational age (SGA) was defined as a birth weight below the 10th percentile for a given gestational age. Multivariate logistic and cox regression were used to examine associations between birth characteristics and lifetime risk of current and incident asthma, adjusting for confounders. RESULTS The prevalence of LBW was 5.2%, SGA was 13.8% and preterm was 3.3%. LBW (OR = 1.65, 95%CI 1.12,2.44) and preterm birth (OR = 1.81, 95%CI 0.99, 3.31) were both associated with an increased risk of current asthma between the ages of 7 to 43 years. There was no association between SGA and current asthma risk. However, SGA was associated with incident asthma (HR = 1.32, 95%CI 1.00, 1.74), and there was an interaction with sex (p value = 0.08), with males having a greater risk of incident asthma (HR = 1.70, 95%CI 1.16-2.49) than females (HR = 1.04, 95%CI 0.70-1.54). CONCLUSIONS Preterm birth and LBW were associated with an increased risk of current asthma into middle-age. These findings are the first to demonstrate the continuing impact of these characteristics on asthma risk into middle-age.
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Affiliation(s)
- Melanie C Matheson
- a Allergy and Lung Health Unit, Centre for Epidemiology and Biostatistics , The University of Melbourne , Australia
| | | | - John A Burgess
- a Allergy and Lung Health Unit, Centre for Epidemiology and Biostatistics , The University of Melbourne , Australia
| | | | - John L Hopper
- a Allergy and Lung Health Unit, Centre for Epidemiology and Biostatistics , The University of Melbourne , Australia
| | - David P Johns
- c Menzies Research Institute, University of Tasmania , Australia
| | - Michael J Abramson
- d Department of Epidemiology & Preventive Medicine , Monash University , Melbourne , Australia
| | - E Haydn Walters
- c Menzies Research Institute, University of Tasmania , Australia
| | - Shyamali C Dharmage
- a Allergy and Lung Health Unit, Centre for Epidemiology and Biostatistics , The University of Melbourne , Australia
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Rappazzo KM, Lobdell DT, Messer LC, Poole C, Daniels JL. Comparison of gestational dating methods and implications for exposure-outcome associations: an example with PM2.5 and preterm birth. Occup Environ Med 2016; 74:138-143. [PMID: 27919061 DOI: 10.1136/oemed-2016-103833] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2016] [Revised: 09/27/2016] [Accepted: 10/10/2016] [Indexed: 02/03/2023]
Abstract
OBJECTIVES Estimating gestational age is usually based on date of last menstrual period (LMP) or clinical estimation (CE); both approaches introduce potential bias. Differences in methods of estimation may lead to misclassification and inconsistencies in risk estimates, particularly if exposure assignment is also gestation-dependent. This paper examines a 'what-if' scenario in which alternative methods are used and attempts to elucidate how method choice affects observed results. METHODS We constructed two 20-week gestational age cohorts of pregnancies between 2000 and 2005 (New Jersey, Pennsylvania, Ohio, USA) using live birth certificates: one defined preterm birth (PTB) status using CE and one using LMP. Within these, we estimated risk for 4 categories of preterm birth (PTBs per 106 pregnancies) and risk differences (RD (95% CIs)) associated with exposure to particulate matter (PM2.5). RESULTS More births were classified preterm using LMP (16%) compared with CE (8%). RD divergences increased between cohorts as exposure period approached delivery. Among births between 28 and 31 weeks, week 7 PM2.5 exposure conveyed RDs of 44 (21 to 67) for CE and 50 (18 to 82) for LMP populations, while week 24 exposure conveyed RDs of 33 (11 to 56) and -20 (-50 to 10), respectively. CONCLUSIONS Different results from analyses restricted to births with both CE and LMP are most likely due to differences in dating methods rather than selection issues. Results are sensitive to choice of gestational age estimation, though degree of sensitivity can vary by exposure timing. When both outcome and exposure depend on estimate of gestational age, awareness of nuances in the method used for estimation is critical.
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Affiliation(s)
- Kristen M Rappazzo
- National Health and Environmental Effects Research Laboratory, U.S. Environmental Protection Agency, Office of Research and Development, Chapel Hill, North Carolina, USA
| | - Danelle T Lobdell
- National Health and Environmental Effects Research Laboratory, U.S. Environmental Protection Agency, Office of Research and Development, Chapel Hill, North Carolina, USA
| | - Lynne C Messer
- School of Community Health-College of Urban and Public Affairs, Portland State University Portland, Portland, Oregon, USA
| | - Charles Poole
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Julie L Daniels
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, USA
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Snowden JM, Mission JF, Marshall NE, Quigley B, Main E, Gilbert WM, Chung JH, Caughey AB. The Impact of maternal obesity and race/ethnicity on perinatal outcomes: Independent and joint effects. Obesity (Silver Spring) 2016; 24:1590-8. [PMID: 27222008 PMCID: PMC4925263 DOI: 10.1002/oby.21532] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Revised: 02/27/2016] [Accepted: 03/25/2016] [Indexed: 11/10/2022]
Abstract
OBJECTIVE Independent and joint impacts of maternal race/ethnicity and obesity on adverse birth outcomes, including pre-eclampsia, low birth weight, and macrosomia, were characterized. METHODS Retrospective cohort study of all 2007 California births was conducted using vital records and claims data. Maternal race/ethnicity and maternal body mass index (BMI) were the key exposures; their independent and joint impact on outcomes using regression models was analyzed. RESULTS Racial/ethnic minority women of normal weight generally had higher risk as compared with white women of normal weight (e.g., African-American women, pre-eclampsia adjusted odds ratio [aOR] 1.60, 95% confidence interval [CI]: 1.48-1.74 vs. white women). However, elevated BMI did not usually confer additional risk (e.g., pre-eclampsia aOR comparing African-American women with excess weight with white women with excess weight, 1.17, 95% CI: 0.89-1.54). Obesity was a risk factor for low birth weight only among white women (excess weight aOR, 1.24, 95% CI: 1.04-1.49 vs. white women of normal weight) and not among racial/ethnic minority women (e.g., African-American women, 0.95, 95% CI: 0.83-1.08). CONCLUSIONS These findings add nuance to our understanding of the interplay between maternal race/ethnicity, BMI, and perinatal outcomes. While the BMI/adverse outcome gradient appears weaker in racial/ethnic minority women, this reflects the overall risk increase in racial/ethnic minority women of all body sizes.
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Affiliation(s)
- Jonathan M Snowden
- Department of Obstetrics & Gynecology, Oregon Health & Science University, Portland, Oregon, USA
- School of Public Health, Oregon Health & Science University/Portland State University, Portland, Oregon, USA
| | - John F Mission
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Nicole E Marshall
- Department of Obstetrics & Gynecology, Oregon Health & Science University, Portland, Oregon, USA
| | - Brian Quigley
- Department of Obstetrics & Gynecology, Oregon Health & Science University, Portland, Oregon, USA
| | - Elliott Main
- California Maternal Quality Care Collaborative (CMQCC), Stanford, California, USA
| | | | - Judith H Chung
- University of California, Irvine Medical Center, Orange, California, USA
| | - Aaron B Caughey
- Department of Obstetrics & Gynecology, Oregon Health & Science University, Portland, Oregon, USA
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Brown HK, Cobigo V, Lunsky Y, Vigod SN. Maternal and offspring outcomes in women with intellectual and developmental disabilities: a population-based cohort study. BJOG 2016; 124:757-765. [DOI: 10.1111/1471-0528.14120] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/29/2016] [Indexed: 11/30/2022]
Affiliation(s)
- HK Brown
- Women's College Research Institute and University of Toronto; Toronto ON Canada
- Institute for Clinical Evaluative Sciences; Toronto ON Canada
| | - V Cobigo
- Institute for Clinical Evaluative Sciences; Toronto ON Canada
- School of Psychology; University of Ottawa; Ottawa ON Canada
| | - Y Lunsky
- Institute for Clinical Evaluative Sciences; Toronto ON Canada
- Centre for Addiction and Mental Health and University of Toronto; Toronto ON Canada
| | - SN Vigod
- Women's College Research Institute and University of Toronto; Toronto ON Canada
- Institute for Clinical Evaluative Sciences; Toronto ON Canada
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Abstract
Gestational age is a critical factor in the management, decision-making, prognostication and follow-up of newborn infants. It is also essential for research and epidemiology. In the absence of an early assessment of fetal gestation by abdominal ultrasound, many neonatal units in developing countries determine gestational age by neonatal scores and last menstrual period-both of which are highly inaccurate. The aim of this pilot study was to determine whether postnatal foot length measurement could accurately determine gestational age in a specified South African hospitalized neonatal population. Foot length was measured with a plastic Verniere's caliper. Foot length was shown to correlate well with gestational age (r = 0.919,p < 0.001). Intra-observer and inter-observer variability of foot length measurements was low. Foot length can therefore be used with high accuracy to determine the gestational age in a population where there is poor access to or utilization of antenatal sonar.
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Affiliation(s)
- Lizelle Van Wyk
- Division of Neonatology, Department of Pediatrics and Child Health, Tygerberg Hospital, University of Stellenbosch, Cape Town 7505, South Africa
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Tabet M, Flick LH, Tuuli MG, Macones GA, Chang JJ. Prepregnancy body mass index in a first uncomplicated pregnancy and outcomes of a second pregnancy. Am J Obstet Gynecol 2015; 213:548.e1-7. [PMID: 26103529 DOI: 10.1016/j.ajog.2015.06.031] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2015] [Revised: 05/09/2015] [Accepted: 06/12/2015] [Indexed: 11/29/2022]
Abstract
OBJECTIVE This study examined the effect of body mass index (BMI) before a first uncomplicated pregnancy on maternal and fetal outcomes in a subsequent pregnancy, including preterm births, preeclampsia, cesarean delivery, small for gestational age, large for gestational age, and neonatal deaths. STUDY DESIGN We conducted a population-based cohort study (n = 121,092) using the Missouri maternally linked birth registry (1989 through 2005). Multivariable binary logistic regression models were fit to estimate odds ratios and 95% confidence intervals for the parameters of interest after controlling for sociodemographic and pregnancy-related confounders in the second pregnancy. RESULTS Compared to women with a normal BMI in their first pregnancy, those who were underweight prepregnancy had increased odds for preterm birth by 20% and small for gestational age by 40% in their second pregnancy, while those with prepregnancy obesity had increased odds for large for gestational age, preeclampsia, cesarean delivery, and neonatal deaths in their second pregnancy by 54%, 156%, 85%, and 37%, respectively. CONCLUSION Women starting a first pregnancy with suboptimal BMI may be at risk of adverse maternal and fetal outcomes in a subsequent pregnancy, even if their first pregnancy was uncomplicated or if they reached a normal weight by their second pregnancy. The long-term consequences of suboptimal BMI carry considerable public health implications.
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Affiliation(s)
- Maya Tabet
- Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University, St. Louis, MO.
| | - Louise H Flick
- Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University, St. Louis, MO
| | - Methodius G Tuuli
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, School of Medicine, Washington University in St. Louis, St. Louis, MO
| | - George A Macones
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, School of Medicine, Washington University in St. Louis, St. Louis, MO
| | - Jen Jen Chang
- Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University, St. Louis, MO
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Deb-Rinker P, León JA, Gilbert NL, Rouleau J, Andersen AMN, Bjarnadóttir RI, Gissler M, Mortensen LH, Skjærven R, Vollset SE, Zhang X, Shah PS, Sauve RS, Kramer MS, Joseph KS. Differences in perinatal and infant mortality in high-income countries: artifacts of birth registration or evidence of true differences? BMC Pediatr 2015; 15:112. [PMID: 26340994 PMCID: PMC4560894 DOI: 10.1186/s12887-015-0430-8] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2015] [Accepted: 08/21/2015] [Indexed: 11/10/2022] Open
Abstract
Background Variation in birth registration criteria may compromise international comparisons of fetal and infant mortality. We examined the effect of birth registration practices on fetal and infant mortality rates to determine whether observed differences in perinatal and infant mortality rates were artifacts of birth registration or reflected true differences in health status. Methods A retrospective population-based cohort study was done using data from Canada, United States, Denmark, Finland, Iceland, Norway, and Sweden from 1995–2005. Main outcome measures included live births by gestational age and birth weight; gestational age—and birth weight-specific stillbirth rates; neonatal, post-neonatal, and cause-specific infant mortality. Results Proportion of live births <22 weeks varied substantially: Sweden (not reported), Iceland (0.00 %), Finland (0.001 %), Denmark (0.01 %), Norway (0.02 %), Canada (0.07 %) and United States (0.08 %). At 22–23 weeks, neonatal mortality rates were highest in Canada (892.2 per 1000 live births), Denmark (879.3) and Iceland (1000.0), moderately high in the United States (724.1), Finland (794.3) and Norway (739.0) and low in Sweden (561.2). Stillbirth:live birth ratios at 22–23 weeks were significantly lower in the United States (79.2 stillbirths per 100 live births) and Finland (90.8) than in Canada (112.1), Iceland (176.2) and Norway (173.9). Crude neonatal mortality rates were 83 % higher in Canada and 96 % higher in the United States than Finland. Neonatal mortality rates among live births ≥28 weeks were lower in Canada and United States compared with Finland. Post-neonatal mortality rates were higher in Canada and United States than in Nordic countries. Conclusions Live birth frequencies and stillbirth and neonatal mortality patterns at the borderline of viability are likely due to differences in birth registration practices, although true differences in maternal, fetal and infant health cannot be ruled out. This study emphasises the need for further standardisations, in order to enhance the relevance of international comparisons of infant mortality. Electronic supplementary material The online version of this article (doi:10.1186/s12887-015-0430-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Paromita Deb-Rinker
- Maternal and Infant Health Section, Surveillance and Epidemiology Division, Centre for Chronic Disease Prevention, Public Health Agency of Canada, 785 Carling Avenue, AL 6804A, Ottawa, Ontario, K1A 0K9, Canada.
| | - Juan Andrés León
- Maternal and Infant Health Section, Surveillance and Epidemiology Division, Centre for Chronic Disease Prevention, Public Health Agency of Canada, 785 Carling Avenue, AL 6804A, Ottawa, Ontario, K1A 0K9, Canada.
| | - Nicolas L Gilbert
- Maternal and Infant Health Section, Surveillance and Epidemiology Division, Centre for Chronic Disease Prevention, Public Health Agency of Canada, 785 Carling Avenue, AL 6804A, Ottawa, Ontario, K1A 0K9, Canada.
| | - Jocelyn Rouleau
- Maternal and Infant Health Section, Surveillance and Epidemiology Division, Centre for Chronic Disease Prevention, Public Health Agency of Canada, 785 Carling Avenue, AL 6804A, Ottawa, Ontario, K1A 0K9, Canada.
| | | | | | - Mika Gissler
- National Institute of Health and Welfare (THL), Helsinki, Finland.
| | - Laust H Mortensen
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark.
| | - Rolv Skjærven
- Medical Birth Registry of Norway, University of Bergen, Bergen, Norway.
| | | | - Xun Zhang
- Departments of Pediatrics and of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada.
| | - Prakesh S Shah
- Department of Paediatrics, University of Toronto, Mount Sinai Hospital, Toronto, Ontario, Canada.
| | - Reg S Sauve
- Departments of Pediatrics and Community Health Sciences, University of Calgary, Calgary, Alberta, Canada.
| | - Michael S Kramer
- Departments of Pediatrics and of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada.
| | - K S Joseph
- Department of Obstetrics and Gynaecology and the School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada.
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Correia S, Rodrigues T, Montenegro N, Barros H. Critical evaluation of national vital statistics: the case of preterm birth trends in Portugal. Acta Obstet Gynecol Scand 2015; 94:1215-22. [PMID: 26291049 DOI: 10.1111/aogs.12730] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2014] [Accepted: 08/11/2015] [Indexed: 11/29/2022]
Abstract
INTRODUCTION Using vital statistics, the Portuguese National Health Plan predicts that 14% of live births will be preterm in 2016. The prediction was based on a preterm birth rise from 5.9% in 2000 to 8.8% in 2009. However, the same source showed an actual decline from 2010 onwards. To assess the plausibility of national preterm birth trends, we aimed to compare the evolution of preterm birth and low birthweight rates between vital statistics and a hospital database. MATERIAL AND METHODS A time-trend analysis (2004-2011) of preterm birth (<37 gestational weeks) and low birthweight (<2500 g) rates was conducted using data on singleton births from the national birth certificates (n = 801,783) and an electronic maternity unit database (n = 21,392). Annual prevalence estimates, ratios of preterm birth:low birthweight and adjusted prevalence ratios were estimated to compare data sources. RESULTS Although the national prevalence of preterm birth increased from 2004 (5.4%), particularly between 2006 and 2009 (highest rate was 7.5% in 2007), and decreased after 2009 (5.7% in 2011), the prevalence at the maternity unit remained constant. Between 2006 and 2009, preterm birth was almost 1.4 times higher in the national statistics (using the national or the catchment region samples) than in the maternity unit, but no differences were found for low birthweight. CONCLUSION Portuguese preterm birth prevalence seems biased between 2006 and 2009, suggesting that early term babies were misclassified as preterm. As civil registration systems are important to support public health decisions, monitoring strategies should be taken to assure good quality data.
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Affiliation(s)
- Sofia Correia
- Epidemiology Research Unit (EPIUnit), Institute of Public Health, University of Porto, Porto, Portugal.,Department of Clinical Epidemiology, Predictive Medicine and Public Health, University of Porto Medical School, Porto, Portugal
| | - Teresa Rodrigues
- Epidemiology Research Unit (EPIUnit), Institute of Public Health, University of Porto, Porto, Portugal.,Department of Clinical Epidemiology, Predictive Medicine and Public Health, University of Porto Medical School, Porto, Portugal.,Department of Gynecology and Obstetrics, S. João Hospital Center, Porto, Portugal
| | - Nuno Montenegro
- Epidemiology Research Unit (EPIUnit), Institute of Public Health, University of Porto, Porto, Portugal.,Department of Gynecology and Obstetrics, S. João Hospital Center, Porto, Portugal
| | - Henrique Barros
- Epidemiology Research Unit (EPIUnit), Institute of Public Health, University of Porto, Porto, Portugal.,Department of Clinical Epidemiology, Predictive Medicine and Public Health, University of Porto Medical School, Porto, Portugal
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Duryea EL, McIntire DD, Leveno KJ. The rate of preterm birth in the United States is affected by the method of gestational age assignment. Am J Obstet Gynecol 2015; 213:231.e1-5. [PMID: 25935778 DOI: 10.1016/j.ajog.2015.04.038] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2014] [Revised: 03/06/2015] [Accepted: 04/27/2015] [Indexed: 12/01/2022]
Abstract
OBJECTIVE The objective of the study was to examine the rate of preterm birth in the United States using 2 different methods of gestational age assignment and determine which method more closely correlates with the known morbidities associated with preterm birth. STUDY DESIGN Using National Center for Health Statistics data from 2012 United States birth certificates, we computed the rate of preterm birth defined as a birth at 36 or fewer completed weeks with gestational age assigned using the obstetric estimate as specified in the revised birth certificate. This rate was then compared with the rate when gestational age is calculated using the last menstrual period alone. The rates of neonatal morbidities associated with preterm birth were examined for each method of assigning gestational age. RESULTS The rate of preterm birth was 9.7% when the obstetric estimate is used to calculate gestational age, which is significantly different from the rate of 11.5% when gestational age is calculated using the last menstrual period alone. In addition, the neonates identified as preterm by obstetric estimate were more likely to qualify as low birthweight (54% vs 42%; P < .001) and suffer morbidities such as need for assisted ventilation and surfactant use than those identified with the last menstrual period alone. That is to say obstetric estimate is more sensitive and specific for preterm birth by all available markers of prematurity. CONCLUSION The preterm birth rate is 9.7% vs 11.5% and more closely correlates with adverse neonatal outcomes associated with preterm birth when gestational age is assigned using the obstetric estimate. This method of gestational age assignment is currently used by most industrialized nations and should be considered for future reporting of US outcomes.
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Affiliation(s)
- Elaine L Duryea
- Department of Obstetrics and Gynecology, University of Texas Southwestern Medical Center, Dallas, TX.
| | - Donald D McIntire
- Department of Obstetrics and Gynecology, University of Texas Southwestern Medical Center, Dallas, TX
| | - Kenneth J Leveno
- Department of Obstetrics and Gynecology, University of Texas Southwestern Medical Center, Dallas, TX
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Melo EC, Oliveira RRD, Mathias TADF. Factors associated with the quality of prenatal care: an approach to premature birth. Rev Esc Enferm USP 2015; 49:540-9. [DOI: 10.1590/s0080-623420150000400002] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
OBJECTIVETo assess the quality of prenatal care in mothers with premature and term births and identify maternal and gestational factors associated with inadequate prenatal care.METHODCross-sectional study collecting data with the pregnant card, hospital records and interviews with mothers living in Maringa-PR. Data were collected from 576 mothers and their born alive infants who were attended in the public service from October 2013 to February 2014, using three different evaluation criteria. The association of prenatal care quality with prematurity was performed by univariate analysis and occurred only at Kessner criteria (CI=1.79;8.02).RESULTSThe indicators that contributed most to the inadequacy of prenatal care were tests of hemoglobin, urine, and fetal presentation. After logistic regression analysis, maternal and gestational variables associated to inadequate prenatal care were combined prenatal (CI=2.93;11.09), non-white skin color (CI=1.11;2.51); unplanned pregnancy (CI=1.34;3.17) and multiparity (CI=1.17;4.03).CONCLUSIONPrenatal care must follow the minimum recommended protocols, more attention is required to black and brown women, multiparous and with unplanned pregnancies to prevent preterm birth and maternal and child morbimortality.
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Abstract
OBJECTIVES The aim of the present study was to determine the odds of early introduction of solid foods in a nationally representative sample of preterm infants when compared with term infants and to examine whether factors associated with early introduction are the same for preterm and term infants. METHODS Our sample of 7650 came from the first wave of the Early Childhood Longitudinal Study, Birth Cohort (2001-2002). We performed multivariable logistic regression to determine whether preterm infants were introduced to solid foods more frequently before 4 months than term infants using adjusted age for preterm infants and chronological age for term infants. In a separate analysis in preterm infants, we used multivariable logistic regression to determine whether the factors associated with early introduction in term infants were the same in the preterm sample. RESULTS Infants born 22 to 32 weeks' gestation had a 9.90 (95% confidence interval 5.54-18.0) odds of being fed solid food before 4 months compared with term infants, and infants born 33 to 36 weeks' gestation had a 6.19 (95% confidence interval 4.58-8.36) odds. Race/ethnicity and maternal smoking were the only factors that predicted early solid feeding in both preterm and term infants; the remaining predictors differed. CONCLUSIONS Preterm infants are significantly more likely to be introduced to complementary foods early compared with term infants. The predictors of early solid feeding differ for preterm infants. Given the health implications, specific guidelines for preterm infants should be developed and future research should examine predictors of early introduction in preterm infants.
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Brown HK, Speechley KN, Macnab J, Natale R, Campbell MK. Maternal, fetal, and placental conditions associated with medically indicated late preterm and early term delivery: a retrospective study. BJOG 2015; 123:763-70. [DOI: 10.1111/1471-0528.13428] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/16/2015] [Indexed: 11/27/2022]
Affiliation(s)
- HK Brown
- Department of Epidemiology and Biostatistics; The University of Western Ontario; London ON Canada
- Children's Health Research Institute; London ON Canada
| | - KN Speechley
- Department of Epidemiology and Biostatistics; The University of Western Ontario; London ON Canada
- Children's Health Research Institute; London ON Canada
- Department of Pediatrics; The University of Western Ontario; London ON Canada
| | - J Macnab
- Department of Epidemiology and Biostatistics; The University of Western Ontario; London ON Canada
| | - R Natale
- Department of Obstetrics and Gynaecology; The University of Western Ontario; London ON Canada
| | - MK Campbell
- Department of Epidemiology and Biostatistics; The University of Western Ontario; London ON Canada
- Children's Health Research Institute; London ON Canada
- Department of Pediatrics; The University of Western Ontario; London ON Canada
- Department of Obstetrics and Gynaecology; The University of Western Ontario; London ON Canada
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Evaluation of gestational age estimate method on the calculation of preterm birth rates. Matern Child Health J 2015; 18:755-62. [PMID: 23775254 DOI: 10.1007/s10995-013-1302-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
The objectives of this study is to evaluate the impact of vital record gestational age estimation method on resulting preterm birth (PTB) rate calculations. This retrospective analysis reviewed three methods of gestational age estimation using all Ohio live birth records from 2006 to 2009. PTB rates were calculated using each gestational age representation and agreement between classifications of PTB was evaluated with respect to maternal age and race. For each of 608,530 births, gestational age estimates based on last menstrual period (LMP) were compared to clinically-based obstetric estimates. When gestational age estimates did not perfectly agree, differences in the consequential classification of PTB status were evaluated with respect to a third reconciliatory combined gestational age estimate. Mean birth weight at each week of gestation was calculated and compared for all three estimate methods. Substantial agreement was found in PTB classification among gestational age estimates (kappa: 0.748; 95% Confidence Interval: 0.745-0.750); agreement was weakest among black mothers and among mothers less than 20 years of age. LMP-based gestational age estimates did not perfectly agree with obstetric estimates in 238,262 records (39.2%). Disagreement in gestational age led to disagreement in PTB status in 32,033 records (5.3% of total cases) resulting in a 1.8 percentage point difference in PTB rate calculations (11.0% using obstetric and 12.8% using combined estimates). Researchers and policy makers need consistency in selecting which gestational age estimate method to use when calculating or comparing PTB rates.
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Elo IT, Vang Z, Culhane JF. Variation in birth outcomes by mother's country of birth among non-Hispanic black women in the United States. Matern Child Health J 2014; 18:2371-81. [PMID: 24756226 PMCID: PMC4207849 DOI: 10.1007/s10995-014-1477-0] [Citation(s) in RCA: 67] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Rates of prematurity (PTB) and small-for-gestational age (SGA) were compared between US-born and foreign-born non-Hispanic black women. Comparisons were also made between Sub-Saharan African-born and Caribbean-born black women and by maternal country of birth within the two regions. Comparisons were adjusted for sociodemographic, health behavioral and medical risk factors available on the birth record. Birth record data (2008) from all states (n = 27) where mother's country of birth was recorded were used. These data comprised 58 % of all singleton births to non-Hispanic black women in that year. Pearson Chi square and logistic regression were used to investigate variation in the rates of PTB and SGA by maternal nativity. Foreign-born non-Hispanic black women had significantly lower rates of PTB (OR 0.727; CI 0. 726, 0.727) and SGA (OR 0.742; CI 0.739-0.745) compared to US-born non-Hispanic black women in a fully adjusted model. Sub-Saharan African-born black women compared to Caribbean-born black women had significantly lower rates of PTB and SGA. Within each region, the rates of PTB and SGA varied by mother's country of birth. These differences could not be explained by adjustment for known risk factors obtained from vital records. Considerable heterogeneity in rates of PTB and SGA among non-Hispanic black women in the US by maternal nativity was documented and remained unexplained after adjustment for known risk factors.
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Affiliation(s)
- Irma T. Elo
- Population Studies Center, University of Pennsylvania, 3718 Locust Walk, Philadelphia, PA 19104, USA
| | - Zoua Vang
- Department of Sociology, McGill University, Montreal, Canada,
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Papageorghiou AT, Kennedy SH, Salomon LJ, Ohuma EO, Cheikh Ismail L, Barros FC, Lambert A, Carvalho M, Jaffer YA, Bertino E, Gravett MG, Altman DG, Purwar M, Noble JA, Pang R, Victora CG, Bhutta ZA, Villar J. International standards for early fetal size and pregnancy dating based on ultrasound measurement of crown-rump length in the first trimester of pregnancy. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2014; 44:641-8. [PMID: 25044000 PMCID: PMC4286014 DOI: 10.1002/uog.13448] [Citation(s) in RCA: 157] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
OBJECTIVES There are no international standards for relating fetal crown-rump length (CRL) to gestational age (GA), and most existing charts have considerable methodological limitations. The INTERGROWTH-21(st) Project aimed to produce the first international standards for early fetal size and ultrasound dating of pregnancy based on CRL measurement. METHODS Urban areas in eight geographically diverse countries that met strict eligibility criteria were selected for the prospective, population-based recruitment, between 9 + 0 and 13 + 6 weeks' gestation, of healthy well-nourished women with singleton pregnancies at low risk of fetal growth impairment. GA was calculated on the basis of a certain last menstrual period, regular menstrual cycle and lack of hormonal medication or breastfeeding in the preceding 2 months. CRL was measured using strict protocols and quality-control measures. All women were followed up throughout pregnancy until delivery and hospital discharge. Cases of neonatal and fetal death, severe pregnancy complications and congenital abnormalities were excluded from the study. RESULTS A total of 4607 women were enrolled in the Fetal Growth Longitudinal Study, one of the three main components of the INTERGROWTH-21(st) Project, of whom 4321 had a live singleton birth in the absence of severe maternal conditions or congenital abnormalities detected by ultrasound or at birth. The CRL was measured in 56 women at < 9 + 0 weeks' gestation; these were excluded, resulting in 4265 women who contributed data to the final analysis. The mean CRL and SD increased with GA almost linearly, and their relationship to GA is given by the following two equations (in which GA is in days and CRL in mm): mean CRL = -50.6562 + (0.815118 × GA) + (0.00535302 × GA(2) ); and SD of CRL = -2.21626 + (0.0984894 × GA). GA estimation is carried out according to the two equations: GA = 40.9041 + (3.21585 × CRL(0.5) ) + (0.348956 × CRL); and SD of GA = 2.39102 + (0.0193474 × CRL). CONCLUSIONS We have produced international prescriptive standards for early fetal linear size and ultrasound dating of pregnancy in the first trimester that can be used throughout the world.
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Affiliation(s)
- A T Papageorghiou
- Nuffield Department of Obstetrics & Gynaecology and Oxford Maternal & Perinatal Health Institute, Green Templeton College, University of Oxford, Oxford, UK
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Brown HK, Speechley KN, Macnab J, Natale R, Campbell MK. Biological determinants of spontaneous late preterm and early term birth: a retrospective cohort study. BJOG 2014; 122:491-9. [PMID: 25414127 DOI: 10.1111/1471-0528.13191] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/05/2014] [Indexed: 11/29/2022]
Abstract
OBJECTIVE Our aim was to examine the association between biological determinants of preterm birth (infection and inflammation, placental ischaemia and other hypoxia, diabetes mellitus, other) and spontaneous late preterm (34-36 weeks) and early term (37-38 weeks) birth. DESIGN Retrospective cohort study. SETTING City of London and Middlesex County, Canada. SAMPLE Singleton live births, delivered at 34-41 weeks to London-Middlesex mothers following spontaneous labour. METHODS Data were obtained from a city-wide perinatal database on births between 2002 and 2011 (n = 17,678). Multivariable analyses used multinomial logistic regression. MAIN OUTCOME MEASURE The outcome of interest was the occurrence of late preterm (34-36 weeks) and early term (37-38 weeks) birth, compared with full term birth (39-41 weeks). RESULTS After controlling for covariates, there were associations between infection and inflammation and late preterm birth (aOR = 2.07, 95% CI 1.65, 2.60); between placental ischaemia and other hypoxia and late preterm (aOR = 2.21, 95% CI 1.88, 2.61) and early term (aOR = 1.25, 95% CI 1.13, 1.39) birth; between diabetes mellitus and late preterm (aOR = 3.89, 95% CI 2.90, 5.21) and early term (aOR = 2.66, 95% CI 2.19, 3.23) birth; and between other biological determinants (polyhydramnios, oligohydramnios) and late preterm (aOR = 2.81, 95% CI 1.70, 4.64) and early term (aOR = 1.89, 95% CI 1.32, 2.70) birth. CONCLUSIONS Our findings show that delivery following spontaneous labour even close to full term may be a result of pathological processes. Because these biological determinants of preterm birth contribute to an adverse intrauterine environment, they have important implications for fetal and neonatal health.
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Affiliation(s)
- H K Brown
- Department of Epidemiology and Biostatistics, The University of Western Ontario, London, ON, Canada
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Brown HK, Speechley KN, Macnab J, Natale R, Campbell MK. Mild prematurity, proximal social processes, and development. Pediatrics 2014; 134:e814-24. [PMID: 25113289 DOI: 10.1542/peds.2013-4092] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE To elucidate the role of gestational age in determining the risk of poor developmental outcomes among children born late preterm (34-36 weeks) and early term (37-38 weeks) versus full term (39-41 weeks) by examining the contribution of gestational age to these outcomes in the context of proximal social processes. METHODS This was an analysis of the Canadian National Longitudinal Survey of Children and Youth. Developmental outcomes were examined at 2 to 3 (N= 15099) and 4 to 5 years (N= 12302). The sample included singletons, delivered at 34 to 41 weeks, whose respondents were their biological mothers. Multivariable modified Poisson regression was used to directly estimate adjusted relative risks (aRRs). We assessed the role of parenting by using moderation analyses. RESULTS In unadjusted analyses, children born late preterm appeared to have greater risk for developmental delay (relative risk = 1.26; 95% confidence interval [CI], 1.01 to 1.56) versus full term. In adjusted analyses, results were nonsignificant at 2 to 3 years (late preterm aRR = 1.13; 95% CI, 0.90 to 1.42; early term aRR = 1.11; 95% CI, 0.96 to 1.27) and 4 to 5 years (late preterm aRR = 1.06; 95% CI, 0.79 to 1.43; early term aRR = 1.03; 95% CI, 0.85 to 1.25). Parenting did not modify the effect of gestational age but was a strong predictor of poor developmental outcomes. CONCLUSIONS Our findings show that, closer to full term, social factors (not gestational age) may be the most important influences on development.
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Affiliation(s)
| | | | | | - Renato Natale
- Obstetrics and Gynaecology, The University of Western Ontario, London, Ontario, Canada
| | - M Karen Campbell
- Departments of Epidemiology and Biostatistics, Paediatrics, and Obstetrics and Gynaecology, The University of Western Ontario, London, Ontario, Canada
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Xaverius PK, Salas J, Woolfolk CL, Leung F, Yuan J, Chang JJ. Predictors of size for gestational age in St. Louis City and County. BIOMED RESEARCH INTERNATIONAL 2014; 2014:515827. [PMID: 25105127 PMCID: PMC4109607 DOI: 10.1155/2014/515827] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/28/2014] [Revised: 05/30/2014] [Accepted: 06/20/2014] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To identify social, behavioral, and physiological risk factors associated with small for gestational age (SGA) by gestational age category in St. Louis City and County. METHODS A retrospective cohort study was conducted using birth certificate and fetal death records from 2000 to 2009 (n = 142,017). Adjusted associations of risk factors with SGA were explored using bivariate logistic regression. Four separate multivariable logistic regression analyses, stratified by gestational age, were conducted to estimate adjusted odds ratios. RESULTS Preeclampsia and inadequate weight gain contributed significantly to increased odds for SGA across all gestational age categories. The point estimates ranged from a 3.41 increased odds among women with preeclampsia and 1.76 for women with inadequate weight gain at 24-28 weeks' gestational age to 2.19 and 2.11 for full-term infants, respectively. Among full-term infants, smoking (aOR = 2.08), chronic hypertension (aOR = 1.46), and inadequate prenatal care (aOR = 1.25) had the next most robust and significant impact on SGA. CONCLUSION Preeclampsia and inadequate weight gain are significant risk factors for SGA, regardless of gestational age. Education on the importance of nutrition and adequate weight gain during pregnancy is vital. In this community, disparities in SGA and smoking rates are important considerations for interventions designed to improve birth outcomes.
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Affiliation(s)
- Pamela K. Xaverius
- Saint Louis University College for Public Health & Social Justice, 3545 Lafayette Avenue, St. Louis, MO 63104, USA
| | - Joanne Salas
- Saint Louis University College for Public Health & Social Justice, 3545 Lafayette Avenue, St. Louis, MO 63104, USA
| | - Candice L. Woolfolk
- Saint Louis University College for Public Health & Social Justice, 3545 Lafayette Avenue, St. Louis, MO 63104, USA
| | - Frances Leung
- Saint Louis University College for Public Health & Social Justice, 3545 Lafayette Avenue, St. Louis, MO 63104, USA
| | - Jessica Yuan
- Saint Louis University College for Public Health & Social Justice, 3545 Lafayette Avenue, St. Louis, MO 63104, USA
| | - Jen Jen Chang
- Saint Louis University College for Public Health & Social Justice, 3545 Lafayette Avenue, St. Louis, MO 63104, USA
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Zhang X, Kramer MS. Temporal trends in stillbirth in the United States, 1992-2004: a population-based cohort study. BJOG 2014; 121:1229-36. [PMID: 24861638 DOI: 10.1111/1471-0528.12883] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/02/2014] [Indexed: 11/29/2022]
Abstract
OBJECTIVE To examine temporal trends in stillbirth and its risk factors in the United States (US), and to assess the contribution of labour induction and caesarean delivery to the stillbirth rate. DESIGN Population-based cohort study based on linked birth-infant death and fetal death data files from the US National Vital Statistics System. SETTING Complete data were available for 44 states and the District of Columbia. POPULATION OR SAMPLE Singleton births from 1992 to 2004. METHODS We assessed changes in stillbirth rates from 1992-1994 to 2002-2004 before and after adjustment for changes in maternal characteristics including maternal age, education, smoking, and medical risk factors, using Cox regression models. We also carried out an ecological study, using states as the units of analysis, to assess the impact on the stillbirth rate of increasing induction and caesarean delivery. Race-specific subgroup analyses were performed and included non-Hispanic Whites and non-Hispanic Blacks. MAIN OUTCOME MEASURE Stillbirth rate. RESULTS The stillbirth rate among non-Hispanic White singleton births decreased 11.5% from 1992-1994 (5.2 per 1000) to 2002-2004 (4.6 per 1000). After adjustment for maternal risk factors, the hazard ratio (HR) for 2002-2004 was 1.01 (0.99, 1.03) for gestational age (GA) ≤39 weeks, but 0.92 (0.86, 0.99) at 40 or more weeks. The ecologic analysis revealed a nonsignificant negative correlation of -0.17 (-0.44, 0.13) between state-level changes in stillbirth at GA ≥40 weeks and labour induction. A nonsignificant positive correlation of 0.23 (-0.07, 0.49) was observed between changes in stillbirth at all GAs and caesarean delivery and did not differ at GA ≤39 versus ≥40 weeks. Results were similar among non-Hispanic Blacks. CONCLUSIONS Changes in maternal risk factors explained the reduction in stillbirth at GA ≤39 weeks but not at ≥40 weeks. The rise in labour induction and caesarean delivery rates did not explain the reduction in stillbirth ≥40 weeks of gestation.
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Affiliation(s)
- X Zhang
- Department of Pediatrics, Biostatistics and Occupational Health, Faculty of Medicine, McGill University, Montreal, QC, Canada
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Nordin JD, Kharbanda EO, Vazquez Benitez G, Lipkind H, Vellozzi C, Destefano F. Maternal influenza vaccine and risks for preterm or small for gestational age birth. J Pediatr 2014; 164:1051-1057.e2. [PMID: 24582484 DOI: 10.1016/j.jpeds.2014.01.037] [Citation(s) in RCA: 73] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2013] [Revised: 12/03/2013] [Accepted: 01/17/2014] [Indexed: 01/18/2023]
Abstract
OBJECTIVE To study the impact of influenza vaccine administered to pregnant women during all trimesters on the rates of preterm and small for gestational age (SGA) births, evaluating both increased and decreased risk. STUDY DESIGN This retrospective observational matched cohort study involved 7 Vaccine Safety Datalink sites across the US for the 2004-05 through 2008-09 influenza seasons. Cohort eligibility and outcomes were determined from administrative, claims, medical records, and birth data. In propensity score- and vaccine exposure time-matched analyses, ORs for preterm and SGA births were calculated. RESULTS Among 57 554 matched vaccinated and unvaccinated pregnant women, including 16 240 women in the first trimester, maternal vaccination was not associated with increased or decreased risk for preterm birth (OR for delivery at <37 weeks gestation, 0.97 [95% CI, 0.93-1.02]; for delivery at ≤32 weeks gestation, 0.98 [95% CI, 0.86-1.12]; and for delivery at ≤34 weeks gestation, 0.96 [95% CI, 0.88-1.04]) or SGA birth (OR for <5th percentile weight for gestational age, 1.02 [95% CI, 0.96-1.09], and for <10th percentile weight for gestational age, 1.00 [95% CI, 0.96-1.04]). Similarly, first trimester vaccination was not associated with increased or decreased risk for preterm or SGA birth. CONCLUSION Receipt of trivalent inactivated influenza vaccine during pregnancy was not associated with increased or decreased risk of preterm or SGA birth. These findings support the safety of vaccinating pregnant women against influenza during the first, second, and third trimesters, and suggest that a nonspecific protective effect of the influenza vaccine for these outcomes does not exist.
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Affiliation(s)
- James D Nordin
- HealthPartners Institute for Education and Research, Minneapolis, MN
| | | | | | - Heather Lipkind
- Department of Obstetrics and Gynecology, Yale University, New Haven, CT
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Talge NM, Mudd LM, Sikorskii A, Basso O. United States birth weight reference corrected for implausible gestational age estimates. Pediatrics 2014; 133:844-53. [PMID: 24777216 DOI: 10.1542/peds.2013-3285] [Citation(s) in RCA: 221] [Impact Index Per Article: 22.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVES To provide an updated US birth weight for gestational age reference corrected for likely errors in last menstrual period (LMP)-based gestational age dating, as well as means and SDs, to enable calculation of continuous and categorical measures of birth weight for gestational age. METHODS From the 2009-2010 US live birth files, we abstracted singleton births between 22 and 44 weeks of gestation with at least 1 nonmissing estimate of gestational age (ie, LMP or obstetric/clinical) and birth weight. Using an algorithm based on birth weight and the concordance between these gestational age estimates, implausible LMP-based gestational age estimates were either excluded or corrected by using the obstetric/clinical estimate. Gestational age- and sex-specific birth weight means, SDs, and smoothed percentiles (3rd, 5th, 10th, 90th, 95th, 97th) were calculated, and the 10th and 90th percentiles were compared with published population-based references. RESULTS A total of 7 818 201 (99% of eligible) births were included. The LMP-based estimate of gestational age comprised 85% of the dataset, and the obstetric/clinical estimate comprised the remaining 15%. Cut points derived from the current reference identified ∼10% of births as ≤10th and ≥90th percentiles at all gestational weeks, whereas cut points derived from previous US-based references captured variable proportions of infants at these thresholds within the preterm and postterm gestational age ranges. CONCLUSIONS This updated US-based birth weight for gestational age reference corrects for likely errors in gestational age dating and allows for the calculation of categorical and continuous measures of birth size.
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Affiliation(s)
| | | | - Alla Sikorskii
- Statistics and Probability, Michigan State University, East Lansing, Michigan; and
| | - Olga Basso
- Departments of Obstetrics and Gynecology, and Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Quebec, Canada
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