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Classifying Gestational Weight Gain Trajectories Using the SITAR Growth Model.

ABSTRACT: Gestational weight gain is often characterized by the total amount of weight gained during pregnancy, however, the pattern of gain may be an important determinant of health outcomes. The SITAR (Super Imposition by Translation And Rotation) model has been used to describe childhood growth trajectories and has appeal because of the biological interpretability of its parameters. The objective of this study was to determine the feasibility of applying this model to gestational weight gain trajectories.The study cohort included 3470 normal-weight, overweight, and obese women delivering at Magee-Womens Hospital in Pittsburgh, Pennsylvania, 1998 to 2010. We applied the SITAR model, a non-linear mixed effects model, to serial prenatal weight gain measurements in each pre-pregnancy body mass index (BMI) category. We fit models of varying complexity, and chose the best-fitting model to describe the pattern of weight gain (by its absolute amount, timing, and acceleration) for each BMI group.The most complex SITAR models failed to converge, but reduced models could successfully be fit by specifying fewer random effects and simplifying the modelling of gestational age. Best-fitting models for each BMI group explained between 95% and 97% of the variation in weight gain trajectories. Peak rates of weight gain were reached between the 20th and 22nd weeks, and were higher for normal and overweight women (0.59 kg/week and 0.57 kg/week, respectively) than obese women (0.46 kg/week).Following some modifications, the SITAR model can be used to characterize pregnancy weight gain patterns.

SUBMITTER: Riddell CA

PROVIDER: S-EPMC5323272 | biostudies-literature | 2017 Mar

REPOSITORIES: biostudies-literature

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Classifying Gestational Weight Gain Trajectories Using the SITAR Growth Model.

Riddell Corinne A CA Platt Robert W RW Bodnar Lisa M LM Hutcheon Jennifer A JA

Paediatric and perinatal epidemiology 20170111 2

<h4>Background</h4>Gestational weight gain is often characterized by the total amount of weight gained during pregnancy, however, the pattern of gain may be an important determinant of health outcomes. The SITAR (Super Imposition by Translation And Rotation) model has been used to describe childhood growth trajectories and has appeal because of the biological interpretability of its parameters. The objective of this study was to determine the feasibility of applying this model to gestational wei ...[more]

PMID: 28075023

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Project description:BackgroundGestational weight gain in excess of or below Health Canada's guidelines is known to increase the risk of adverse outcomes for both the woman and her baby. This study describes patterns and trajectories of total and rate of gestational weight gain in a large prospective cohort of pregnant women and adolescents in the Alberta Pregnancy Outcomes and Nutrition study.MethodsWe collected weight and height data for 1541 pregnant adolescents and women (mean age 31 years, < 27 weeks' gestation) recruited through advertisements and physicians' offices in Calgary and Edmonton between May 2009 and November 2012. Data were collected once during each trimester following enrolment and once at about 3 months post partum. The participants were categorized according to their prepregnancy body mass index (BMI) as underweight, of normal weight, overweight or obese. We calculated distributions of total and weekly rates of weight gain and determined trajectories of weight gain for each prepregnancy BMI category.ResultsOf the 1541 participants, 761 (49.4%) exceeded Health Canada's guidelines for total gestational weight gain, and 272 (17.6%) gained less weight than recommended. A total of 63 (19.2%) and 38 (23.6%) participants categorized as overweight or obese, respectively, exceeded the recommended upper limit by 5 to less than 10 kg, and 53 (16.2%) and 27 (16.8%), respectively, exceeded the upper limit by at least 10 kg. Ninety-five participants (30.3%) in the overweight group and 59 (39.6%) of those in the obese group gained weight at more than double the recommended rate between the second and third trimesters. The median weight gain for participants in the normal, overweight and obese categories had exceeded recommended upper limits by about 30, 20 and 18 weeks' gestation, respectively.InterpretationAdherence to Health Canada's guidelines for gestational weight gain was low. Excess gestational weight gain was most marked among those with a prepregnancy BMI in the overweight or obese category. The findings suggest that weight management in pregnancy is challenging and complex. Messages and supports that are tailored for women in different prepregnancy BMI categories may help to improve guideline-concordant gestational weight gain.

Project description:BackgroundNearly half of all women exceed the 2009 Institute of Medicine guidelines for gestational weight gain. Excess gestational weight gain is associated with adverse pregnancy outcomes.ObjectiveOur objective was to determine whether having a personal gestational weight gain goal consistent with the Institute of Medicine's recommendations for appropriate gestational weight gain and whether having a discussion with one's obstetrical provider regarding that goal were associated with appropriate gestational weight gain.Study designThis is a secondary analysis of the Nulliparous Pregnancy Outcomes Study: Monitoring Mothers-To-Be study, a prospective cohort study of nulliparous women. We asked women at their first study visit (between 6 and 13 weeks' gestation) whether they had a gestational weight gain goal and what that goal was. Furthermore, we asked whether their provider discussed a gestational weight gain goal and what that goal was. We classified personal and provider-recommended gestational weight gain goals as consistent or inconsistent with the Institute of Medicine guidelines, taking into account a woman's initial body mass index category (underweight, normal weight, overweight, and obese). We included women with live singleton term deliveries (between 37 and 43 weeks' gestation) in this analysis. We classified the primary outcome, which was gestational weight gain (defined as the difference between first visit weight and final weight before delivery), as inadequate, appropriate, or excessive, based on the Institute of Medicine guidelines and initial body mass index category. We used Student t, Wilcoxon rank-sum, and chi-square tests for bivariable analyses, and multinomial logistic regression was performed to control for confounding variables.ResultsOf 6727 eligible women, 3799 (56.5% of all eligible women) stated they had a gestational weight gain goal. Of the 3799 women with a stated goal, 2589 (38.5% of all women) had a goal consistent with the Institute of Medicine's recommendations. In addition, of the 6727 eligible women, 2188 (32.5%) reported that they discussed gestational weight gain with their provider, and 1548 of these (23.0% of all women) recalled that their provider gave a gestational weight gain goal in accordance with the Institute of Medicine guidelines. Although having any gestational weight gain goal was not associated with appropriate gestational weight gain, having a gestational weight gain goal that was consistent with the Institute of Medicine's recommendations was associated with a reduced risk of excessive (adjusted relative risk ratio, 0.77; 95% confidence interval, 0.64-0.92) and inadequate weight gain (adjusted relative risk ratio, 0.66; 95% confidence interval, 0.53-0.82). Conversely, discussing gestational weight gain goals with a provider was not associated with either inadequate or excessive gestational weight gain even if the provider's recommendations for gestational weight gain were consistent with the guidelines.ConclusionNulliparas who delivered singleton pregnancies at term who had a personal gestational weight gain goal consistent with the Institute of Medicine's recommendations were less likely to have excessive or inadequate gestational weight gain. Further study is required to evaluate the most effective way to communicate this information to patients.

Project description:OBJECTIVE:To evaluate the association between gestational weight gain and maternal and neonatal outcomes in a large, geographically diverse cohort. METHODS:Trained chart abstractors at 25 hospitals obtained maternal and neonatal data for all deliveries on randomly selected days over 3 years (2008-2011). Gestational weight gain was derived using weight at delivery minus prepregnancy or first-trimester weight and categorized as below, within, or above the Institute of Medicine (IOM) guidelines in this retrospective cohort study. Maternal (primary or repeat cesarean delivery, third- or fourth-degree lacerations, severe postpartum hemorrhage, hypertensive disease of pregnancy) and neonatal (preterm birth, shoulder dystocia, macrosomia, hypoglycemia) outcomes were compared among women in the gestational weight gain categories in unadjusted and adjusted analyses with odds ratios (ORs) and 95% CI reported. Covariates included age, race-ethnicity, tobacco use, insurance type, parity, prior cesarean delivery, pregestational diabetes, hypertension, and hospital type. RESULTS:Of the 29,861 women included, 51% and 21% had gestational weight gain above and below the guidelines, respectively. There was an association between gestational weight gain above the IOM guidelines and cesarean delivery in both nulliparous women (adjusted OR 1.44, 95% CI 1.31-1.59) and multiparous women (adjusted OR 1.26, 95% CI 1.13-1.41) and hypertensive diseases of pregnancy in nulliparous and multiparous women combined (adjusted OR 1.84, 95% CI 1.66-2.04). For the neonatal outcomes, gestational weight gain above the IOM guidelines was associated with shoulder dystocia (adjusted OR 1.74, 95% CI 1.41-2.14), macrosomia (adjusted OR 2.66, 95% CI 2.03-3.48), and neonatal hypoglycemia (adjusted OR 1.60, 95% CI 1.16-2.22). Gestational weight gain below the guidelines was associated with spontaneous (adjusted OR 1.50, 95% CI 1.31-1.73) and indicated (adjusted OR 1.34, 95% CI 1.12-1.60) preterm birth. CONCLUSION:In a large, diverse cohort with prospectively collected data, gestational weight gain below or above guidelines is associated with a variety of adverse pregnancy outcomes.

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Classifying Gestational Weight Gain Trajectories Using the SITAR Growth Model.

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Classifying Gestational Weight Gain Trajectories Using the SITAR Growth Model.

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