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Prenatal exposure to phthalates, maternal oxidative stress, and early childhood neurobehavior: a pathway modeling approach

Cotter, Devyn L; Liu, Mengling; Wang, Yuyan; Afanasyeva, Yelena; Trasande, Leonardo; Lawrence, David A; Shuffrey, Lauren C; Thomason, Moriah E; Ghassabian, Akhgar
OBJECTIVE:Phthalates are recognized endocrine disruptors and emerging neurotoxicants. Prenatal exposure to di-2-ethylhexyl phthalate (DEHP) has been linked to adverse neurodevelopmental and neuropsychiatric outcomes, and maternal oxidative stress may play a mechanistic role in prenatal DEHP's neurotoxicity. MATERIALS AND METHODS/METHODS:Participants were drawn from the New York University Children's Health and Environment Study. Prenatal DEHP exposure and maternal lipid peroxidation were assessed using repeated creatinine-adjusted maternal urinary measurements across pregnancy, collected from January 2016-April 2020. Neonatal brain-derived neurotrophic factor (BDNF) was measured in cord serum (N = 337), and internalizing and externalizing problems were assessed at an average age of 2 years using the Child Behavior Checklist for Ages 1.5-5 (CBCL 1½-5) (N = 824). DEHP metabolites (mEHHP; mEOHP; mECPP) were averaged across pregnancy, and cumulative lipid peroxidation biomarkers (8-iso-PGF2α; 15-PGF2α; 8,15-PGF2α; MDA) were estimated using area-under-the-curve values from linear mixed-effects spline models. Partial least squares path modeling evaluated direct and indirect associations using latent constructs for DEHP exposure, lipid peroxidation, CBCL 1½-5, and socioeconomic status; other covariates were modeled as single variables. Sex differences were assessed using bootstrapping and sex-stratified models, adjusting for maternal and child age, parity, pre-pregnancy body mass index, cotinine exposure, and socioeconomic status. RESULTS:Prenatal DEHP exposure was positively associated with maternal lipid peroxidation in all models (β's = 0.11-0.27). Sex-stratified analyses showed that prenatal DEHP exposure was positively associated with CBCL 1½-5 in male children only (β = 0.11), but not with BDNF in either sex. Maternal lipid peroxidation was not associated with BDNF or CBCL 1½-5 in either sex. CONCLUSION/CONCLUSIONS:Prenatal DEHP exposure is associated with maternal oxidative stress and total behavioral problems in male children only, but maternal oxidative stress does not mediate these relationships. Alternative upstream mechanisms may underlie both maternal oxidative stress and neurobehavioral outcomes. Future studies should investigate endocrine, metabolic, and epigenetic pathways to clarify DEHP neurotoxicity.
PMID: 42162715
ISSN: 1096-0953
CID: 6038372

Neonatal brain activity across sleep states: Evidence from resting EEG and auditory event-related potentials

Yang, Huiyu; Liu, Ran; Simon, Katrina R; Gimenez, Lissete A; Bowers, Maureen E; Pini, Nicolò; Leach, Stephanie C; Salas, Leilani; Shuffrey, Lauren C; Fifer, William P; Herbstman, Julie; Fox, Nathan A; Margolis, Amy E
The collection of electroencephalography (EEG) data in neonates typically occurs during sleep. EEG activity is highly sleep-state dependent, therefore differentiating between states during data processing can provide important insights into neurodevelopment. Despite this, there have been a paucity of studies directly comparing how infant EEG data, especially event-related potentials, differ between these sleep states. Here, we adapted the Maryland Analysis of Developmental EEG pipeline (MADE) to integrate sleep-state coding into its automated preprocessing pipeline. We recorded EEG in 102 sleeping one month old infants and evaluated their responses during a resting state and during a three-stimuli auditory oddball paradigm. Examination of resting-state power revealed significant differences between two sleep states, namely active (AS) and quiet (QS) sleep across all frequency bands in both absolute and relative power. For the auditory oddball paradigm, we computed responses to both standard and deviant tones and then created a difference score reflecting the Mismatch Response (MMR). For the novel tones we examined the evoked response (P300). Results revealed for the MMR, a significant electrode cluster by sleep-state interaction (F = 5.36, p = .01), indicating that the MMR was present at all three electrode clusters during AS (p-values <.05), but only at the frontal cluster during QS (t = 2.05, p = .04). There were no differences in the amplitude of the P300 to the novel sound as a function of sleep state.
PMID: 42054975
ISSN: 1878-9307
CID: 6029422

Maternal obesity and prenatal alcohol exposure are associated with child development: Results from the Safe Passage Study

Sania, Ayesha; Rao, Shreya; Pini, Nicolò; Potter, Mandy; Rayport, Yael; Eisler, Liana; Brink, Lucy; Angal, Jyoti; Myers, Michael M; Odendaal, Hein; Elliott, Amy J; Fifer, William P; Shuffrey, Lauren C
A large body of evidence supports the role of the prenatal environment in shaping childhood development. The relative contributions of prenatal alcohol use (PAE), maternal socioeconomic, and nutritional status on child development vary in high- versus low-income settings. We analyzed data from a prospective cohort study among mother-infant dyads from Cape Town (CT), South Africa and the Northern Plains (NP), USA. The Mullen Scales of Early Learning were administered by trained assessors to evaluate cognitive, motor, and language development of 1-year old children. We used multiple linear regression models to assess standardized mean differences in development scores by (1) maternal prenatal factors, (2) delivery factors and (3) child factors within each study site. 1,728 infants from CT and 1,140 infants from the NP were included in the analyses. In CT, infants with moderate-to-high PAE had 0.17 SD (95% CI -0.30, -0.04) lower cognitive and 0.15 SD (-0.29, -0.2) lower expressive language scores compared to infants without PAE. In the NP, maternal obesity (BMI > 30 kg/m2) was significantly associated with -0.21 SD (-0.36, -0.06), and -0.13 SD (-0.27, -0.02) reductions in cognitive, and expressive language scores, respectively. Household crowding, lower levels of maternal educational attainment, prenatal maternal depression, low birthweight, admission to neonatal intensive care unit, and male sex had significant negative associations with cognitive and language development in both sites with effects ranging from -0.32 to -0.11 SDs. These results highlight the importance of assessing risk factors by populations across diverse social and cultural environments and emphasize the imperative to formulate intervention packages tailored to the local context.
PMCID:13052907
PMID: 41941452
ISSN: 1932-6203
CID: 6025142

A cross-sectional examination of immune adaptations during pregnancy in the ECHO Cohort

Banker, Sarah M; Shapiro-Thompson, Rosa; Sinsel, Sarah; Ghassabian, Akhgar; Douglas, Christian; Nelson, Morgan E; Peterson, Lisa A; Thyagarajan, Bharat; Morales, Santiago; Hockett, Christine W; Elliott, Amy J; Giamberardino, Stephanie N; Shuffrey, Lauren C
BACKGROUND/UNASSIGNED:Pregnancy requires finely tuned immune changes that support implantation, placental development, maternal-fetal tolerance, and preparation for labor, yet the normative trajectories of circulating inflammatory proteins across gestation remain poorly defined. This cross-sectional study investigates how circulating inflammatory proteins vary with gestational age in pregnancy and examines the impacts of fundamental biological characteristics, such as gravidity and fetal sex. METHODS/UNASSIGNED:Data were drawn from 1154 pregnant individuals from six study sites of the National Institutes of Health Environmental influences on Child Health Outcomes (ECHO) Cohort. We used Olink high-throughput proteomic profiling to map cross-sectional associations between protein expression levels and gestational age at blood draw using linear, spline-based, and generalized additive modeling approaches. RESULTS/UNASSIGNED:Generalized additive models provided the best fit, revealing that immune changes across pregnancy were predominantly nonlinear. Sixty-one proteins showed significant associations with gestational age, with many exhibiting shared inflection points that aligned with major physiological transitions. A small subset of proteins also showed evidence of modification by fetal and maternal characteristics. CD244 displayed different gestational patterns by fetal sex, while CST5 and SIRT2 showed varied gestational associations by maternal gravidity. CONCLUSION/UNASSIGNED:The findings highlight pregnancy as a sequence of coordinated immune transitions rather than a simple linear shift and provide one of the most detailed characterizations to date of circulating inflammatory protein dynamics across human gestation. Establishing these normative trajectories offers a crucial reference for detecting early deviations that may signal risk for pregnancy complications and for identifying biomarkers in maternal and fetal health research.
PMID: 41948337
ISSN: 1664-3224
CID: 6025342

The role of negative affectivity in the developmental pathway linking perinatal complications to behavioral and emotional problems in children

Xu, Xiaoye; Shuffrey, Lauren C; Bastain, Theresa M; Liu, Chang; Wright, Rosalind J; Bosquet Enlow, Michelle; Hernandez, Alexis; Ganiban, Jody; Nozadi, Sara S; Margolis, Amy E; Elliott, Amy J; Morales, Santiago
Although temperamental negative affectivity has been identified as a developmental mechanism mediating the link between perinatal risk and internalizing problems in early childhood, its role in predicting broader behavioral and emotional problems across childhood remains understudied. We examined the longitudinal relations among perinatal complications (i.e., prenatal maternal depression and cardiometabolic complications, preterm birth, and low birth weight), children's negative affectivity (M
PMID: 41693363
ISSN: 1469-2198
CID: 6004282

Associations of neighborhood deprivation and household income during pregnancy on child externalizing and internalizing problems

Hu, Yunzhe; Collazo Vargas, Julianna I; Hockett, Christine; Ziegler, Katherine; Brito, Natalie H; Akbaryan, Anahid; Costello, Lauren A; Elliott, Amy J; Fifer, William P; Morales, Santiago; Shuffrey, Lauren C
Socioeconomic disadvantage has been established as a key risk factor for adverse child behavioral outcomes. Understanding how individual components of socioeconomic status (SES) interact with each other can elucidate protective factors and inform interventions and policies to promote positive developmental outcomes. This study examined the interactive effects of prenatal household income and neighborhood deprivation on child externalizing and internalizing problems (N = 793; M
PMCID:12888081
PMID: 41645600
ISSN: 1469-2198
CID: 6000512

Co-occurring Psychopathology in Children With and Without Autism Spectrum Disorder (ASD): Differences by Sex in the ECHO Cohorts

Volk, Heather E; Fortes, Diogo; Musci, Rashelle; Kim, Amanda; Bastain, Theresa M; Camargo, Carlos A; Croen, Lisa A; Dabelea, Dana; Duarte, Cristiane S; Dunlop, Anne L; Gachigi, Kennedy; Ghassabian, Akhgar; Hertz-Picciotto, Irva; Huddleston, Kathi C; Joseph, Robert M; Keating, Daniel; Kelly, Rachel S; Kim, Young Shin; Landa, Rebecca J; Leve, Leslie D; Lyall, Kristen; Northrup, Jessie B; O'Connor, Thomas; Ozonoff, Sally; Ross, Anna; Schmidt, Rebecca J; Schweitzer, Julie B; Shuffrey, Lauren C; Shuster, Coral; Vance, Emily; Weiss, Scott T; Wilkening, Greta; Wright, Robert O
PURPOSE/OBJECTIVE:Our goals were to: 1) examine the occurrence of behavioral and emotional symptoms in children on the autism spectrum in a large national sample, stratifying by sex, and 2) evaluate whether children with increased autism-related social communication deficits also experience more behavioral and emotional problems. METHODS: Participants (n = 7,998) were from 37 cohorts from the Environmental influences on Child Health Outcomes (ECHO) Program. Cross-sectional information on demographic factors, parent-report of an ASD diagnosis by clinician, Social Responsiveness Scale (SRS) scores, and Child Behavior Checklist (CBCL) scores were obtained for children aged 2.5-18 years by surveys. We examined mean differences in CBCL Total Problems and DSM-oriented subscale scores by autism diagnosis and by child sex. Analyses using logistic regression were conducted to examine whether autism was associated with higher CBCL scores. We further examined if these relationships differed by child age category (< 6 years, 6-11 years, 12 + years). The relationships between SRS score and CBCL total and subscale scores were examined using quantile regression models, with analyses adjusted for child sex and age. RESULTS: In ECHO, 553 youth were reported by a parent to have a clinician diagnosis of autism spectrum disorder (ASD) (432 [78%] boys and 121 [22%] girls). Youth on the spectrum had higher mean CBCL raw scores on Total Problems and all DSM-oriented subscales compared to those not on the spectrum (all p < 0.0001). Analyses adjusted for sex and stratified by age group indicated that higher odds of autism diagnosis were associated with total, depression, anxiety, and attention-deficit/hyperactivity disorder (ADHD) scales in the top 30% of the CBCL score distribution. Autistic girls were more likely to have parent-reported depression and anxiety compared to autistic boys. In quantile regression analyses, we observed evidence of stronger associations between SRS and CBCL for those in higher quantiles of CBCL total problems scale score (beta representing 1-unit change in SRS associated with 1-unit increase in CBCL total problems scale score), among children in the 70-90th percentile (β = 1.60, p < 0.01), or top 10th percentile (β = 2.43, p < 0.01) of the CBCL total problems scale score distribution. Similar findings were seen for the DSM-oriented depression, anxiety, and ADHD subscales. CONCLUSION/CONCLUSIONS: Results from this large national sample suggest increased behavioral and emotional problems among autistic children compared to non-autistic children throughout early life. Among children on the spectrum this may warrant increased monitoring for co-occurring behavioral and emotional problems.
PMID: 39762643
ISSN: 1573-3432
CID: 5804942

The role of allostatic load in adverse pregnancy outcomes: a multisystem, developmental perspective

Costello, Lauren A; Banker, Sarah M; Morales, Santiago; Barber, Maria; Hockett, Christine; McCormack, Lacey; Rauth, Virginia A; Elliott, Amy J; Shuffrey, Lauren C
Allostatic load provides a valuable framework for examining how cumulative stress impacts multiple physiological systems simultaneously, making it a powerful tool for understanding the mechanisms through which stress contributes to adverse pregnancy outcomes. This multisystem perspective is especially important during pregnancy, a period characterized by heightened vulnerability to stress and significant physiological changes that can themselves contribute to allostatic load. Although the impact of allostatic load during pregnancy is well documented, the mechanisms and moderators involved by trimester remain unclear, particularly given wide variation in social, cultural, and structural determinants of maternal health worldwide. In this review, we discuss the progress that has been made over the past two decades in studying prenatal allostatic load and describe the clinical implications of this by highlighting sensitive periods of interest throughout gestation. Despite these advances, key questions remain regarding the intergenerational transmission of risk, the specificity of findings to the pregnancy period, and the role of factors that often accompany elevated allostatic load, such as poor sleep, limited social support, systemic inequities, and comorbid mental or physical health conditions, which may manifest differently across global contexts. Most existing studies have been conducted in high-income settings, yet the burden of adverse pregnancy outcomes is greatest in low- and middle-income countries, where structural, environmental, and social stressors are pervasive. Expanding this framework to include diverse global contexts is essential for understanding how social inequities and chronic stressors shape maternal physiology worldwide. We discuss these issues and offer directions for future research, including the goal of developing a standardized metric for measuring allostatic load - one that we believe will advance the field's understanding of how prenatal allostatic load markers by trimester relate to maternal and infant outcomes.
PMCID:12824014
PMID: 41586415
ISSN: 2673-5059
CID: 6003032

COVID-19 Pandemic Exposure and Toddler Behavioral Health in the ECHO Program

Akbaryan, Anahid; Churchill, Marie L; McGrath, Monica; Alshawabkeh, Akram; Enlow, Michelle Bosquet; Brennan, Patricia A; Collazo Vargas, Julianna; Costello, Lauren A; D'Sa, Viren; Dunlop, Anne; Elliott, Amy J; Firestein, Morgan; Ghassabian, Akhgar; Hofheimer, Julie A; Koinis-Mitchell, Daphne; Margolis, Amy; Morales, Santiago; Morello-Frosch, Rachel; Nozadi, Sara S; O'Connor, Thomas G; Schantz, Susan L; Woodruff, Tracey; Wright, Rosalind J; Shuffrey, Lauren C; ,
IMPORTANCE/UNASSIGNED:Studies suggest developmental concerns for infants born during the COVID-19 pandemic, but evidence on its impact on toddler behavioral and emotional well-being remains limited. OBJECTIVE/UNASSIGNED:To assess whether birth timing relative to the COVID-19 pandemic is associated with toddler internalizing and externalizing problems. DESIGN, SETTING, AND PARTICIPANTS/UNASSIGNED:This retrospective cohort study utilized Environmental Influences on Child Health Outcomes (ECHO) cohort data collected between September 27, 2009, and July 21, 2023. Children were divided into 3 groups: the prepandemic group, who were born and assessed before March 13, 2020; the pandemic-assessed group, who were born before March 13, 2020, but assessed after that date; and the pandemic-born group, who were born and assessed on or after March 13, 2020. Data were collected from 9 ECHO cohort sites across the United States and Puerto Rico. EXPOSURE/UNASSIGNED:The COVID-19 pandemic, designated as starting on March 13, 2020. MAIN OUTCOME AND MEASURE/UNASSIGNED:Parent-reported internalizing and externalizing symptoms on the Preschool Child Behavior Checklist (CBCL 1½-5) at age 18 to 39 months. RESULTS/UNASSIGNED:The 3438 children (mean [SD] age, 2.33 years [5.38 months]; 1770 [51.5%] male; 537 [16.2%] Black, 1722 [50.1%] Hispanic; and 1538 [44.7%] White) were divided into 3 groups: 1323 in the prepandemic group (mean [SD] age, 2.41 years [5.66 months]); 1690 in the pandemic-assessed group (mean [SD] age, 2.32 years [5.16 months]); and 425 in the pandemic-born group (mean [SD] age, 2.14 years [4.47 months]). Both the pandemic-assessed group (unadjusted β = -1.51; 95% CI, -2.27 to -0.75; adjusted β = -1.73; 95% CI, -2.48 to -0.99) and the pandemic-born group (unadjusted β = -2.03; 95% CI, -3.13 to -0.93; adjusted β = -1.90; 95% CI, -2.99 to -0.80) had lower levels of internalizing problems compared with the prepandemic (ie, historical) group. Similarly, both the pandemic-assessed (unadjusted β = -1.74; 95% CI, -2.46 to -1.02; adjusted β = -1.81; 95% CI, -2.53 to -1.09) and the pandemic-born group (unadjusted β = -3.16; 95% CI, -4.20 to -2.12; adjusted β = -3.17; 95% CI, -4.22 to -2.12) each had lower levels of externalizing problems compared with the prepandemic group. CONCLUSIONS AND RELEVANCE/UNASSIGNED:In this study, toddlers with prenatal and postnatal as well as those with only postnatal COVID-19 pandemic exposure showed fewer internalizing and externalizing problems than those born and assessed prior to the onset of the pandemic. These findings underscore the need for further research to identify protective factors that may buffer the impact of the pandemic on child behavior.
PMID: 40900589
ISSN: 2574-3805
CID: 5936292

Maternal Experiences of Trauma and Toddler Multisensory Attention Skills in a South African Community Cohort

Rayport, Yael K; Hu, Yunzhe; Gimenez, Lissete A; Du Plessis, Carlie; Odendaal, Hein J; Fifer, William P; Shuffrey, Lauren C
Toddler visual attention development correlates with subsequent language, cognitive, and social developmental outcomes. This study investigates the association of maternal trauma on toddler looking behaviors in 39 mother-child dyads from the Western Cape Province, South Africa. At 15 months postpartum, maternal trauma was assessed using the Life Events Checklist and toddler multisensory attention skills were measured using the Multisensory Attention Assessment Protocol (MAAP) during eye-tracking. We used two-way mixed ANOVA to analyze the association of maternal trauma and MAAP condition with attention maintenance, intersensory matching, and attention shifting. This study provides support for the MAAP's reliability with a sample of 15-month-old toddlers from a low-income setting. We observed a significant interaction between MAAP condition and maternal trauma group on attention maintenance, but pairwise comparisons did not meet the threshold for statistical significance. In a stratified analysis, toddlers of mothers in the low trauma exposure group demonstrated significant differences in attention maintenance, intersensory matching, and attention shifting by condition. Unexpectedly, toddlers of mothers in the high trauma exposure group did not exhibit significant differences in these attentional skills, potentially indicating attentional adaptations. Further research is needed to explore the relationship between the intergenerational transmission of trauma on infant and toddler multisensory attention skills in low-income settings.
PMID: 40193119
ISSN: 1532-7078
CID: 5823622