ABSTRACT
A comprehensive definition of health includes the assessment of the patient's experience of a disease and its treatment. These patient experiences are best captured by standardized patient-reported outcome (PRO) instruments. A PRO is reported directly by the patient (or caregiver) and provides the patient's perspective into how a disease and its treatment impacts their lives. PRO instruments are typically standardized, validated questionnaires with items that are scaled and can be combined to represent an underlying health-related construct such as physical, social and role functioning, psychological well-being, symptoms, pain, and quality of life. Over the past few decades PROs have become increasingly used in clinical trials as endpoints to better understand treatment benefits from the patient's perspective and in clinical practice to identify unmet needs of patients, health risk surveillance, and monitor outcomes of care. In this paper, we describe the process for developing standardized PRO instruments, from conceptual model development through instrument validation.
Subject(s)
Enterocolitis , Food Hypersensitivity , Child , Humans , Infant , Enterocolitis/diagnosis , Dietary Proteins/adverse effectsABSTRACT
BACKGROUND: Studies evaluating effects of prenatal polyunsaturated fatty acid (PUFA) intake on childhood asthma reveal mixed results. Inconsistencies may result from not accounting for important modifying factors such as maternal asthma or child sex. OBJECTIVE: To evaluate whether associations between prenatal PUFA intake and childhood asthma are modified by prenatal active maternal asthma or child sex in 412 mother-child dyads. METHODS: Energy-adjusted prenatal dietary and supplement intakes of omega-3 (n-3) and omega-6 (n-6) PUFAs were estimated using the Block98 Food Frequency Questionnaire, administered during pregnancy. Mothers reported asthma in children followed prospectively to 4.0 plus or minus 1.7 years. Generalized additive models with smooth terms for PUFA (n-3, n-6, n-6/n-3 ratio) effects were used to investigate associations between PUFAs and child asthma, without prespecifying the form of these relationships, including effect modification by active maternal asthma or child sex. RESULTS: Among mothers (40% Black, 31% Hispanic), 22% had active asthma in pregnancy; 17.5% of children developed asthma. Lower maternal n-3 PUFA intake was significantly associated with risk of childhood asthma (P = .03), in particular among children of mothers with active asthma and low n-3 PUFA intake (P = .01). This inverse association was more apparent in girls (P = .01) compared with boys (P = .30), regardless of maternal asthma status. For n-6 PUFA and the n-6/n-3 ratio, there was a lower risk of childhood asthma in the midrange of intake and increased risk at higher intake (n-6 PUFA P = .10, n-6/n-3 ratio P = .13). CONCLUSION: Consideration of factors that modify effects of prenatal PUFA intake on childhood asthma has implications for designing intervention strategies tailored to impact those at greatest risk.
Subject(s)
Asthma/pathology , Diet/adverse effects , Fatty Acids, Omega-3/administration & dosage , Fatty Acids, Omega-6/administration & dosage , Adult , Child , Child, Preschool , Fatty Acids, Unsaturated/administration & dosage , Feeding Behavior , Female , Humans , Male , Mothers , Pregnancy , Prenatal Exposure Delayed Effects , Surveys and QuestionnairesABSTRACT
BACKGROUND: Mammographic breast density (MBD) and benign breast disease (BBD) are two of the strongest risk factors for breast cancer. Understanding trends in MBD by age and parity in women with BBD is essential to the clinical management and prevention of breast cancer. METHODS: Using data from the Early Determinants of Mammographic Density (EDMD) study, a prospective follow-up study of women born in 1959-1967, we evaluated MBD in 676 women. We used linear regression with generalized estimating equations to examine associations between self-reported BBD and MBD (percent density, dense area, and non-dense area), assessed through a computer-assisted method. RESULTS: A prior BBD diagnosis (median age at diagnosis 32 years) was reported by 18% of our cohort. The median time from BBD diagnosis to first available study mammogram was 9.4 years (range 1.1-27.6 years). Women with BBD had a 3.44% higher percent MBD (standard error (SE) = 1.56, p-value = 0.03) on their first available mammogram than women without BBD. Compared with parous women without BBD, nulliparous women with BBD and women with a BBD diagnosis prior to first birth had 7-8% higher percent MBD (ß = 7.25, SE = 2.43, p-value< 0.01 and ß = 7.84, SE = 2.98, p-value = 0.01, respectively), while there was no difference in MBD in women with a BBD diagnosis after the first birth (ß = -0.22, SE = 2.40, p-value = 0.93). CONCLUSION: Women with self-reported BBD had higher mammographic breast density than women without BBD; the association was limited to women with BBD diagnosed before their first birth.
Subject(s)
Breast Density/physiology , Breast Diseases/pathology , Adolescent , Adult , Breast Diseases/diagnosis , Breast Diseases/epidemiology , Breast Neoplasms/diagnosis , Breast Neoplasms/epidemiology , Breast Neoplasms/pathology , Child , Female , Follow-Up Studies , Humans , Mammography/statistics & numerical data , Parity , Pregnancy , Prospective Studies , Risk Factors , Young AdultABSTRACT
Prior studies in the Child Health and Development Studies (CHDS) found in utero exposure to the pesticide, dichlorodiphenyltrichloroethane (DDT), increased breast cancer risk by age 52. Mammographic density is considered a primary risk factor for breast cancer. We conducted a study of 309 daughters from the CHDS to examine in utero DDT exposure and mammographic density in midlife. Among daughters with high (>75th percentile) exposure to p,p'-Dichlorodiphenyldichloroethylene (DDE), p,p'-DDT was significantly correlated with increased dense area and percent density regardless of her body mass in midlife. In the subset of women with lower (<75th percentile) p,p-DDE, p,p'-DDT was associated with increased non-dense breast area. This was explained by adjustment for midlife BMI suggesting that p,p'-DDT may be obesogenic. In aggregate our findings indicate that early life p,p'-DDT exposure impacts breast density in a complex way that depends on the hosts biological ability to sequester and process DDT and levels of exposure.
Subject(s)
Breast Density , DDT , Environmental Pollutants , Pesticides , Prenatal Exposure Delayed Effects/epidemiology , Adolescent , Adult , Breast/anatomy & histology , Breast/diagnostic imaging , California/epidemiology , Dichlorodiphenyl Dichloroethylene , Female , Humans , Maternal Exposure , Maternal-Fetal Exchange , Middle Aged , Pregnancy , Young AdultABSTRACT
Changes to the maternal inflammatory milieu may be a mechanism through which maternal psychosocial stress is transmitted to the fetus. Research investigating a limited number of immune markers may miss important signals. We take a proteomics approach to investigate maternal lifetime stress and 92 biomarkers of immune system status. Participants were enrolled in an urban, dual-site (Boston, n = 301 and New York City, n = 110) pregnancy cohort. We measured maternal lifetime history of stress and trauma using the validated Life Stressor Checklist-Revised (LSC-R). We measured a panel of 92 immune-related proteins in mid-pregnancy serum using proximity extension assay technology. We leveraged the dual-site study design to perform variable selection and inference within the cohort. First, we used LASSO to select immune markers related to maternal stress among Boston mothers. Then, we performed OLS regression to examine associations between maternal stress and LASSO-selected proteins among New York City mothers. LASSO regression selected 19 immune proteins with non-null coefficients (CCL11, CCL23, CD244, CST5, CXCL1, CXCL5, CXCL10, CX3CL1, FGF-23, IL-5, IL-7, IL-10, IL-17C, MCP-2, MMP-1, SLAMF1, ST1A1, TNF-ß, and TWEAK). Of these, only the chemotactic cytokine CX3CL1 (i.e. fractalkine) was significantly associated with maternal stress among the validation sample (percent change in LSC-R score per 1% increase in relative fractalkine expression: 0.74, 95% confidence interval: 0.19, 1.28). Expanding research suggests fractalkine plays an important role in many aspects of pregnancy and fetal development and is stress-sensitive. We found that maternal lifetime history of stress and trauma was significantly associated with elevated serum fractalkine levels during pregnancy.
Subject(s)
Mothers , Stress, Psychological , Biomarkers , Cohort Studies , Female , Fetal Development , Fibroblast Growth Factor-23 , Humans , PregnancyABSTRACT
Intrauterine and early-life exposures, including intrauterine smoke exposures and infant growth are associated with mammographic breast density (MBD), a strong breast cancer risk factor. We investigated whether placental morphometry, which is affected by intrauterine smoke exposure and also influences infant growth, predicts %MBD at ages 37-47. In 247 daughters in the Child Health and Development Studies, we found that larger placental surface area and placental thickness were associated with lower %MBD (-0.32 per cm2, 95% CI -0.6, -0.05; -37.8 per 0.5â¯cm, 95% CI= -73.3, -2.3 respectively) independent of mothers' smoking, age, weight, parity and daughters' birthweight and age at mammogram. We also observed a positive interaction between placental surface area and thickness (pâ¯<â¯0.05) such that the highest breast dense area was observed for offspring with the thickest and largest placentas. Factors that impact placental morphometry, in addition to in utero smoke exposure, may influence adult breast architecture and breast cancer risk.
Subject(s)
Breast Density , Placenta/anatomy & histology , Smoking/epidemiology , Adolescent , Adult , Breast/anatomy & histology , Breast/diagnostic imaging , California/epidemiology , Cohort Studies , Female , Humans , Mammography , Middle Aged , Nuclear Family , Pregnancy , Young AdultABSTRACT
Immunoglobulin E (IgE)-mediated cow's milk allergy (CMA) is one of the most common food allergies in infants and young children. CMA can result in anaphylactic reactions, and has long term implications on growth and nutrition. There are several studies in diverse populations assessing the epidemiology of CMA. However, assessment is complicated by the presence of other immune-mediated reactions to cow's milk. These include non-IgE and mixed (IgE and non-IgE) reactions and common non-immune mediated reactions, such as lactose intolerance. Estimates of prevalence and population-level patterns are further complicated by the natural history of CMA (given its relatively high rate of resolution) and variation in phenotype (with a large proportion of patients able to tolerate baked cow's milk). Prevalence, natural history, demographic patterns, and long-term outcomes of CMA have been explored in several disparate populations over the past 30 to 40 years, with differences seen based on the method of outcome assessment, study population, time period, and geographic region. The primary aim of this review is to describe the epidemiology of CMA. The review also briefly discusses topics related to prevalence studies and specific implications of CMA, including severity, natural course, nutritional impact, and risk factors.
Subject(s)
Milk Hypersensitivity/epidemiology , Global Health , Humans , Prevalence , Risk Factors , Time FactorsABSTRACT
Using prospective data from the Early Determinants of Mammographic Density study (United States, 1959-2008, n = 1121), we examined the associations between maternal body size, birth size, and infant and early childhood growth during 3 time periods (0-4 months, 4-12 months, and 1-4 years) and benign breast disease (BBD) using multivariable logistic regression with generalized estimating equations. A total of 197 women (17.6%) reported receiving a diagnosis of BBD by a physician. Higher body mass index at age 7 years was inversely associated with BBD risk. Rapid weight gain from age 1 year to 4 years, defined as an increase of least 2 major percentiles (e.g., 5th, 10th, 25th, 50th, 75th, and 95th) relative to stable growth, defined as remaining within 2 percentiles, was also inversely associated with BBD (odds ratio (OR) = 0.51, 95% confidence interval (CI): 0.23, 1.15). In contrast, rapid weight gain in infancy was positively associated with BBD relative to stable growth (from 0 to 4 months, OR = 1.65, 95% CI: 1.04, 2.62; from 4 to 12 months, 1.85, 95% CI: 0.89, 3.85), independent of birth weight, which was not associated with BBD. Our results suggest that patterns of early-life weight gain are important to BBD risk. Thus, susceptibility to BBD, like susceptibility to breast cancer, might start in early life.
Subject(s)
Body Mass Index , Breast Diseases , Growth , Weight Gain , Adult , Birth Weight , Body Size , Child, Preschool , Humans , Infant , Mothers , Prospective Studies , Young AdultABSTRACT
High birth weight is associated with increased breast cancer risk and, less consistently, with higher mammographic density. In contrast, adolescent body size has been consistently, negatively associated with both MD and breast cancer risk. It is unclear when the direction of these associations changes and whether weight gain in infancy is associated with MD. We evaluated the associations of birth weight and postnatal weight (measured at 4 months, 1 year, and 4 years) by absolute and velocity measures (relative within-cohort percentile changes) with adult mammographic density, assessed using a computer-assisted thresholding program (Cumulus), using linear regression models with generalized estimating equations to account for correlation between siblings in the Early Determinants of Mammographic Density study (1959-2008; n = 700 women with 116 sibling sets; mean age = 44.1 years). Birth weight was positively associated with dense area (per 1-kg increase, ß = 3.36, 95% confidence interval (CI): 0.06, 6.66). Weight gains from 0 months to 4 months and 1 year to 4 years were negatively associated with dense area (for 10-unit increase in weight percentile, ß = -0.65, 95% CI: -1.23, -0.07, and ß = -1.07, 95% CI: -1.98, -0.16, respectively). Findings were similar in the sibling subset. These results support the hypothesis that high birth weight is positively associated with increased breast density and suggest that growth spurts starting in early infancy reduce mammographic dense area in adulthood.
Subject(s)
Birth Weight/physiology , Body-Weight Trajectory , Breast Density/physiology , Adult , Body Mass Index , Child, Preschool , Female , Humans , Infant , Infant, Newborn , Linear Models , Middle Aged , Reproductive History , Siblings , Socioeconomic Factors , United States , Women's HealthABSTRACT
OBJECTIVES: To evaluate associations between maternal lifetime traumatic stress and offspring birthweight and examine modifying effects of third trimester cortisol and fetal sex. STUDY DESIGN: Analyses included 314 mother-infant dyads from an ethnically mixed pregnancy cohort. Maternal lifetime trauma was reported via the Life Stressor Checklist-Revised. Fenton birthweight for gestational age z-scores (BWGA-z) were calculated. A 3-cm scalp-nearest maternal hair segment collected at birth was assayed to reflect cumulative third trimester cortisol secretion. Multivariable regression was used to investigate associations between maternal lifetime trauma and BWGA-z and examine 2- and 3-way interactions with cortisol and fetal sex. Because subjects with low or high cortisol levels could represent susceptible populations, varying coefficient models that relax the linearity assumption on cortisol level were used to assess the modification of maternal lifetime trauma associations with BWGA-z as a function of cortisol. RESULTS: Women were primarily minorities (41% Hispanic, 26% black) with ≤12 years education (63%); 63% reported ≥1 traumatic event. Prenatal cortisol modified the association between maternal lifetime trauma and birthweight. Women with higher lifetime trauma and increased cortisol had significantly lower birthweight infants in males; among males exposed to the 90th percentile of cortisol, a 1-unit increase in trauma score was associated with a 0.19-unit decrease in BWGA-z (95% CI, -0.34 to -0.04). Associations among females were nonsignificant, regardless of cortisol level. CONCLUSIONS: These findings underscore the need to consider complex interactions among maternal trauma, disrupted in utero cortisol production, and fetal sex to fully elucidate intergenerational effects of maternal lifetime trauma.
Subject(s)
Hair/chemistry , Hydrocortisone/analysis , Mothers , Stress, Psychological/physiopathology , Adult , Birth Weight , Cohort Studies , Enzyme-Linked Immunosorbent Assay , Female , Gestational Age , Humans , Infant, Low Birth Weight , Infant, Newborn , Male , Multivariate Analysis , Pregnancy , Sex FactorsABSTRACT
BACKGROUND: Postpartum depression is an important cause of morbidity in mothers and children. The Edinburgh Postpartum Depression Scale (EPDS), the most widely used self-reported measure of postpartum depression, was conceived as a one-dimensional measure. However, evidence that depressive symptoms may be experienced differentially across cultural and racial groups highlights the need to examine structural equivalence using factor analysis across populations. Variation in factor structure for the EPDS remains understudied in middle/low income countries. METHODS: We examined the factor structure of the EPDS assessed 6 months postpartum in 628 Mexican women in a longitudinal Mexico City birth cohort. We performed exploratory factor analysis (EFA) to determine the optimal fit in our sample and confirmatory factor analysis (CFA) to examine the fit of two- and three-factor models previously reported in Hispanic populations. RESULTS: The majority of participants had no more than high school education (77%), maternal age was 28⯱â¯5.4 years and the mean total EPDS score was 6.72⯱â¯5.8. Using EFA, we identified that the three-factor model provided the optimal fit, with subscales for depression, anxiety, and anhedonia. CFA confirmed that the three-factor model provided the best fit. LIMITATIONS: The study population was lower SES, potentially limiting generalizability. The single administration of the EPDS measure in the postpartum period limited our ability to assess stability over time. CONCLUSIONS: Better delineation of the multi-factorial structure of the EPDS will allow a more comprehensive understanding of psychological functioning in postpartum women and better inform diagnosis, management and policy.
Subject(s)
Depression, Postpartum/diagnosis , Mothers/psychology , Psychiatric Status Rating Scales/standards , Adult , Depression, Postpartum/psychology , Factor Analysis, Statistical , Female , Humans , Longitudinal Studies , Maternal Age , Mexico , Postpartum Period/psychology , Poverty , Pregnancy , Self Report , Young AdultABSTRACT
Little research has examined determinants of newborn telomere length, a potential biomarker of lifetime disease risk impacted by prenatal exposures. No study has examined whether maternal exposures in childhood influence newborn telomere length or whether there are sex differences in the maternal factors that influence newborn telomere length. We tested whether a range of maternal risk and protective factors in childhood and pregnancy were associated with newborn telomere length among 151 sociodemographically diverse mother-infant dyads. We further examined whether the pattern of associations differed by infant sex. Newborn telomere length was assessed from cord blood collected at birth. Risk/protective factors included maternal health (smoking, body mass index), socioeconomic status (education, income), stress exposures, and mental health (depressive and posttraumatic stress disorder symptoms) in pregnancy as well as maternal experiences of abuse (physical, emotional, sexual) and familial emotional support in childhood. When examined within the whole sample, only maternal smoking in pregnancy and familial emotional support in childhood emerged as significant predictors of newborn telomere length. Male and female newborns differed in their pattern of associations between the predictors and telomere length. Among males, maternal smoking, higher body mass index, and elevated depressive symptoms in pregnancy and maternal sexual abuse in childhood were associated with shorter newborn telomere length; higher maternal educational attainment and household income in pregnancy and greater maternal familial emotional support in childhood were associated with longer newborn telomere length. Together, these factors accounted for 34% of the variance in male newborn telomere length. None of the risk/protective factors were associated with female newborn telomere length. The results suggest that male fetuses are particularly susceptible to maternal exposure effects on newborn telomere length. These findings have implications for elucidating mechanisms contributing to sex disparities in health.
Subject(s)
Prenatal Exposure Delayed Effects/physiopathology , Telomere Homeostasis/physiology , Telomere Shortening/physiology , Adult , Birth Weight , Child , Female , Fetal Blood , Humans , Infant , Infant, Newborn , Male , Maternal Exposure , Mothers , Parturition , Pregnancy , Pregnancy Complications , Protective Factors , Risk Factors , Sex Characteristics , Sex Factors , Social Class , TelomereABSTRACT
BACKGROUND: Select hair products contain endocrine disrupting chemicals (EDCs) that may affect breast cancer risk. We hypothesize that, if EDCs are related to breast cancer risk, then they may also affect two important breast cancer risk factors: age at menarche and mammographic breast density. METHODS: In two urban female cohorts (N = 248): 1) the New York site of the National Collaborative Perinatal Project and 2) the New York City Multiethnic Breast Cancer Project, we measured childhood and adult use of hair oils, lotions, leave-in conditioners, root stimulators, perms/relaxers, and hair dyes using the same validated questionnaire. We used multivariable relative risk regression models to examine the association between childhood hair product use and early age at menarche (defined as <11 years of age) and multivariable linear regression models to examine the association between childhood and adult hair product use and adult mammographic breast density. RESULTS: Early menarche was associated with ever use of childhood hair products (RR 2.3, 95% CI 1.1, 4.8) and hair oil use (RR 2.5, 95% CI 1.2, 5.2); however, additional adjustment for race/ethnicity, attenuated associations (hair products RR 1.8, 95% CI 0.8, 4.1; hair oil use RR 2.3, 95% CI 1.0, 5.5). Breast density was not associated with adult or childhood hair product or hair oil use. CONCLUSIONS: If confirmed in larger prospective studies, these data suggest that exposure to EDCs through hair products in early life may affect breast cancer risk by altering timing of menarche, and may operate through a mechanism distinct from breast density.
Subject(s)
Breast Density/physiology , Hair Preparations/analysis , Menarche/physiology , Adult , Age Factors , Breast Neoplasms , Cohort Studies , Female , Humans , Linear Models , Middle Aged , Multivariate Analysis , New York City , Regression Analysis , Retrospective Studies , RiskABSTRACT
Maternal smoking in pregnancy (MSP) has been associated with DNA methylation in specific CpG sites (CpGs) in infants and children. We investigated whether MSP, independent of own personal active smoking, was associated with midlife DNA methylation in CpGs that were previously identified in studies of MSP-DNA methylation in children. We used data on MSP collected from pregnant mothers of 89 adult women born in 1959-1964 and measured DNA methylation in blood (granulocytes) collected in 2001-2007 (mean age: 43 years). Seventeen CpGs were differentially methylated by MSP, with multiple CpGs mapping to CYP1A1, MYO1G, AHRR, and GFI1. These associations were consistent in direction with prior studies (e.g., MSP associated with more and less methylation in AHRR and CYP1A1, respectively) and, with the exception of AHRR CpGs, were not substantially altered by adjustment for active smoking. These preliminary results confirm prior prospective reports that MSP influences the offspring DNA methylation, and extends the timeframe to midlife, and suggest that these effects may persist into adulthood, independently of active smoking.
Subject(s)
DNA Methylation , Epigenesis, Genetic , Prenatal Exposure Delayed Effects/genetics , Smoking/genetics , Adult , Basic Helix-Loop-Helix Transcription Factors/genetics , Case-Control Studies , CpG Islands , Cytochrome P-450 CYP1A1/genetics , DNA-Binding Proteins/genetics , Female , Humans , Male , Middle Aged , Minor Histocompatibility Antigens/genetics , Myosins/genetics , Pregnancy , Repressor Proteins/genetics , Transcription Factors/geneticsABSTRACT
PURPOSE: The purpose of the article was to examine the association of early life growth with age at menarche. METHODS: Using data from a prospective birth cohort (n = 1134 women, 290 sibling sets), we assessed the association between postnatal growth at 4 months, 1 year, and 4 years and age at menarche, using generalized estimating equations and generalized linear random effects models. RESULTS: Overall, 18% of the cohort experienced early menarche (<12 years). After accounting for postnatal growth in length, faster postnatal change in weight (per 10-percentile increase) in all three periods was associated with an increase (range 9%-20%) in the likelihood of having an early menarche. In adjusted linear models, faster weight gains in infancy and childhood were associated with an average age at menarche that was 1.1-1.3 months earlier compared with stable growth. The overall results were consistent for percentile and conditional growth models. Girls who experienced rapid growth (defined as increasing across two major Centers for Disease Control and Prevention growth percentiles) in early infancy had an average age at menarche that was 4.6 months earlier than girls whose growth was stable. CONCLUSIONS: Faster postnatal weight gains in infancy and early childhood before the age of 4 years are associated with earlier age at menarche.
Subject(s)
Adolescent Development/physiology , Adolescent/physiology , Body Height/physiology , Body Weight/physiology , Child Development/physiology , Menarche/physiology , Siblings , Age Factors , Child, Preschool , Cohort Studies , Female , Humans , Infant , Prospective Studies , United StatesABSTRACT
BACKGROUND: Early life social environment may influence breast cancer through shaping risk factors operating in early life, adolescence and adulthood, or may be associated with breast cancer risk independent of known risk factors. We investigated the associations between early life socioeconomic status (SES) and mammographic density, a strong risk factor for breast cancer, and the extent to which these associations were independent of risk factors across the lifecourse. METHODS: We used data from an adult follow-up study of two U.S. birth cohorts of women (average age = 43 years) with prospectively collected data starting during the pregnancy of the mother and continuing through early childhood of the offspring. We collected data on factors in later life periods through computer-assisted interviews with the offspring as adults, and obtained routine clinical mammograms for measurement of percent density and dense and nondense breast areas using a computer assisted method. We used generalized estimating equation models for multivariable analysis to account for correlated data for sibling sets within the study sample (n = 700 composed of 441 individuals and 127 sibling sets). RESULTS: Highest vs. lowest family income level around the time of birth was associated with smaller dense breast area after adjustment for early life factors (e.g., birthweight, maternal smoking during pregnancy) and risk factors in later life periods, including adult body mass index (BMI) and adult SES (ß = -8.2 cm2, 95% confidence interval [CI]: -13.3, -3.2). Highest vs. lowest parental educational attainment was associated with higher percent density in models that adjusted for age at mammogram and adult BMI (e.g., ß = 4.8, 95% CI = 0.6, 9.1 for maternal education of college or higher degree vs. less than high school), but the association was attenuated and no longer statistically significant after further adjustment for early life factors. There were no associations between early life SES indicators and non-dense area after adjustment for adult BMI. Neither adult education nor adult income was statistically significantly associated with any measure of mammographic density after adjusting for age and adult BMI. CONCLUSIONS: We did not observe consistent associations between different measures of early life SES and mammographic density in adulthood.
Subject(s)
Breast Density , Breast Neoplasms/diagnosis , Breast Neoplasms/epidemiology , Breast/pathology , Mammography/methods , Social Class , Adult , Body Mass Index , Female , Humans , Life Style , Models, Statistical , Prognosis , Risk Factors , United States/epidemiologyABSTRACT
OBJECTIVE: We examined the relation between maternal anthropometry and mammographic density in the adult daughter using prospectively collected data. METHODS: Our study included a total of 700 mother-daughter dyads participating in an adult follow-up of women born in 2 US birth cohorts: the Child Health and Development Study and the Boston, Massachusetts, and Providence, Rhode Island sites of the National Collaborative Perinatal Project. RESULTS: We observed an increased percent breast density at a mean age of 43.1 years in the daughters of mothers who gained 5 kg or less during pregnancy compared with mother-daughter pairs in which the mother gained 5 to 10 kg (ß = 4.8, 95% confidence interval: 1.0 to 8.6). The daughters of mothers who were overweight at the time of conception (prepregnancy BMI ≥25) and who gained >5 kg during pregnancy had a lower percent density (ß = -3.2, 95% confidence interval: -6.2 to -0.2) compared with mothers with a BMI <25 at conception who gained >5 kg. CONCLUSIONS: We did not find any strong and consistent patterns between maternal anthropometry and the daughter's breast density, a strong predictor of breast cancer risk. A modest association between low gestational weight gain and increased breast density 40 years later in the daughter was observed, even after accounting for adult body size, and if confirmed, possible mechanisms need to be further elucidated.
Subject(s)
Adult Children , Breast Density , Pregnancy , Weight Gain , Adult , Anthropometry , Female , Humans , Linear Models , Mammography , Mothers , Overweight , Risk FactorsABSTRACT
PURPOSE: Rapid infant and childhood growth has been associated with chronic disease later in life, including breast cancer. Early life socioeconomic status (SES) influences childhood growth, but few studies have prospective measures from birth to consider the effects of early life growth and SES on breast cancer risk. METHODS: We used prospectively measured early life SES and growth (percentile weight change in height and weight between each pair of consecutive time points at birth, 4 months, 1 and 7 years). We performed linear regression models to obtain standardized estimates of the association between 1 standard deviation increase in early life SES and growth and adult mammographic density (MD), a strong risk factor for breast cancer, in a diverse birth cohort (n = 151; 37% white, 38% black, 25% Puerto Rican; average age at mammogram = 42.4). RESULTS: In models adjusted for race/ethnicity, prenatal factors, birthweight, infant and childhood growth, and adult body mass index, percentile weight change from 1 year to 7 years was inversely associated with percent MD (standardized coefficient (Stdß) = -0.28, 95% CI: -0.55 to -0.01), and higher early life SES was positively associated with percent MD (Stdß = 0.24, 95% CI: 0.04-0.43). Similar associations were observed for dense area, but those estimates were not statistically significant. CONCLUSIONS: These results suggest opposite and independent effects of early life SES and growth on MD.