Air Pollution, Fetal Development, and Children's Brains Time to Act … · 2015 Meta-analysis...
Transcript of Air Pollution, Fetal Development, and Children's Brains Time to Act … · 2015 Meta-analysis...
-
Beate Ritz, M.D., Ph.D.
Dept. of Epidemiology
Center for Occupational and
Environmental Health
UCLA, FSPH
Air Pollution, Fetal Development, and Children's Brains
Time to Act
-
Life course perspective…
Air Pollution and Pregnancy • Developing organism is uniquely sensitive to environmental
toxins • Immediate and long term health effects
• Infant morbidity and mortality • Adverse effects on adult health (fetal programming hypothesis)?
• Fetal growth measures as sensitive indicators for organ development including brain development
-
First study of air pollution and adverse birth outcome
published 1977
-
(1) Ritz B, Yu F. The effect of ambient carbon monoxide on low birth weight among children born in southern California between 1989 and 1993. Environmental Health Perspectives 1999 107(1):17-25
(2) Ritz B, Yu F, Chapa G, Fruin S. Effect of air pollution on preterm birth among children born in Southern California between 1989 and 1993. Epidemiology 2000 11:502-511.
(3) Ritz B, Yu F, Chapa G, Fruin S, Shaw G, Harris J. Ambient air pollution and birth defects. Am J Epidemiol 2002;155:17–25.
(4) Wilhelm M, Ritz B. Residential proximity to traffic and adverse birth outcomes in Los Angeles County, California, 1994-1996. Environ Health Perspect 2003 111(2):207-16.
(5) Ponce NA, Hoggatt KJ, Wilhelm M, Ritz B. Preterm Birth: The interaction of traffic-related air pollution with economic hardship In Los Angeles neighborhoods. Am J Epidemiol 2005 15:162(2):140-8.
(6) Wilhelm M, Ritz, B. Local variations in CO and particulate air pollution and adverse birth outcomes in Los Angeles County, California. Environ Health Perspect 2005 Sep;113(9):1212-21.
(7) Ritz B, Wilhelm M, Zhao Y. Ambient air pollution and infant mortality in Los Angeles County, 1989-2000. Pediatrics 2006 118:493-502
(8) Ritz B, Wilhelm M, Hoggatt KJ, Ghosh JKC. Ambient air pollution and preterm birth in the UCLA Environment and Pregnancy Outcomes Study. Am J Epidemiol 2007 166(9):1045-52
(9) Ritz B, Wilhelm M. Ambient air pollution and adverse birth outcomes: methodologic issues in an emerging field. Basic Clin Pharmacol Toxicol. 2008 Feb;102(2):182-90.
(10) Lee PC, Talbott EO; Roberts JM, Catov JM, Sharma RK, Ritz B. Particulate Air Pollution Exposure and C-Reactive Protein during Early Pregnancy. Epidemiology. 2011 Jul;22(4):524-31.
(11) Wilhelm M, Ghosh JK, Su J, Cockburn M, Jerrett M, Ritz B. Traffic-related air toxics and preterm birth: a population-based case-control study in Los Angeles County, California. Environmental Health. Environ Health. 2011 Oct 7;10:89. PMCID:PMC3204282
(12) Wilhelm M, Gosh J, Su J, Cockburn M, Jerret M, Ritz B. Traffic-Related Air Toxics and Term Low Birth Weight in Los Angeles County, California. Environ Health Perspect. 2012 Jan;120(1):132-8. PMCID:PMC3261935
.And counting….
UCLA research team publications since 1999
-
Ambient air pollution and pregnancy outcome studies worldwide since 2000
Studies of many different pollutants conducted in Australia, Brazil, Canada, China, Czech Republic, Great Britain, S.
Korea, Mexico, United States…
-
2015 Meta-analysis Results PM 2.5
Zhu et al 2015. Maternal exposure to fine particulate matter (PM2.5) and pregnancy outcomes: a meta-analysis. Environ Sci Pollut Res.
5-15% increase in risk per 10µg/m3 PM 2.5
-
2013
PM2.5
-
PM2.5
Effect of pregnancy mean exposure to air pollutants on low birthweight at term estimated in pooled analyses using
logistic regression with random effect of center adjusted for gestational age (weeks and [weeks]2), sex, parity (0,
1, 2, or more), maternal height, weight before pregnancy (broken stick model with a knot at 60 kg), maternal active
smoking during second trimester (cigarettes per day), maternal age, maternal education (low, middle, high), and
season of conception (January–March, April–June,July–September, October–December).
-
Neurodevelopmental Disorders: Autisms increase in California Birth Cohorts
From: Hertz-Picciotto I, Delwiche L. The rise in autism and the role of age at diagnosis. Epidemiology 2009 Jan;20(1):84-90.
1966-1991: 4 cases per
10,000 births
1994: 15 cases per
10,000 births
2001: 42.5 cases per
10,000 births
2008: 113 cases
per 10,000 births
Figure: cumulative incidence per 10,000 births by birth cohort
from 1990 to 2003, at ages 1–9 years, California, U.S.A.
Autism is a severe neurodevelopmental disorder
-
Air Pollution and Autisms
-
Autism Risk Increase by Modelled
Air-Pollutants Levels in Denmark
1989-2013 (per IQRd )
Case N=15,387; Control N=68,139
Exposure
Exposure period
OR (95% CI)
Unadjusted a Mutually adjusted c
NO2 Pregnancy 1.19 (1.16, 1.22) 1.00 (0.93, 1.08)
9 months after birth 1.20 (1.17, 1.23) 1.08 (1.01, 1.15)
SO2 Pregnancy 1.29 (1.23, 1.35) 0.96 (0.90, 1.04)
9 months after birth 1.38 (1.31, 1.45) 1.21 (1.13, 1.29)
PM10 Pregnancy 0.99 (0.95, 1.02) 0.95 (0.91, 1.00)
9 months after birth 1.03 (0.99, 1.06) 1.04 (1.00, 1.09)
PM2.5 Pregnancy 1.06 (1.02, 1.11) 0.96 (0.91, 1.02)
9 months after birth 1.11 (1.07, 1.15) 1.06 (1.01, 1.11) a note: these are pair matched on gender, birth year
c adjusted for all other covariates listed above and all exposure periods (pre-pregnancy, pregnancy and post-
pregnancy). d IQRs in controls: NO2: 11.41 ug/m3; SO2: 2.80 ug/m3; PM10: 3.80 ug/m3; PM2.5: 3.61 ug/m3
-
In high (Los Angeles, California, Israel) and
low pollution setting like Europe (ESCAPE)
- especially in Denmark - with excellent
exposure and health record systems
adverse impacts of air pollution are seen
on adverse pregnancy outcomes and
autism…..
-
Global Burden of Disease (GBD) attributable to 20 leading risk factors in
2010, expressed as a percentage of global disability-adjusted life-years
(DALYs)
Lim et al. 2012, Lancet
acute & chronic respiratory, CVD, cancer
Neonatal disorders
are absent from PM estimates
Enough Human Evidence to Add Outcomes to
GBD?e
-
What could be missing for adverse
birth outcomes and child brain
development to qualify for GBD
and/or policy and prevention
efforts?
-
%U
%U
%U%U
#
#
#
#
#
#
##
#
#
#
#
#
#
#
#
Map of SCAQMD Monitoring Stations and Zip Codes Included in Analysis
N
SoCAB County Boundaries
SoCAB Zip Code Boundaries
Zip Codes w/Areas that fall 60% w/in 2 mi Radius of a Monitor
%U Additional SCAQMD Stations Not Used in Analysis
# SCAQMD Monitoring Stations Used in Analys is
5 0 5 10 Miles
Two mile radii
More sophisticated (better?) exposure models…
-
aOR for Preterm Birth per IQR increase in entire pregnancy in LA
-
Where? Africa?
South America?
Asia?
Additional Epidemiologic Air Pollution
Studies Outside of North America and
Europe?
-
Associating airborne particle
types with adverse health
outcomes
M A I A
Multi-Angle Imager for Aerosols (MAIA)
-
21
Potential target areas
Candidate Primary Target
Area (PTA): Under serious
consideration for project
epidemiological study
Potential PTA: Further
information and tradeoffs
required
Secondary Target Area (STA):
Supports other air quality,
aerosol and cloud climate
studies
Calibration/Validation Target
Area (CVTA): Routinely
observed site for vicarious
calibration and instrument
stability monitoring
-
Investigate Biologic Pathways in Animals
and Humans?
-
Gestational Hypertension and Pre-eclampsia
-
Inflammation in Pregnancy
-
Placenta Function and Methylation
-
Human Placenta Project Imaging Innovations (MRI) for Placental
Assessment in Response to Environmental Pollution
Sherin U. Devaskar, M.D.
Department of Pediatrics
Carla Janzen, M.D., Ph.D.
Department of OB/GYN
Kyung Hyun Sung, Ph.D.
Department of Radiology
Beate Ritz, M.D., Ph.D.
Dept. of Epidemiology
UCLA scientists will study how pollution
affects development of the placenta
Problems with the placenta can lead to
preeclampsia, preterm birth and stillbirth
September 29, 2015
-
Air monitoring during pregnancy
200 Women place Purple Air particle
monitors in-and outdoors to measure
particles of multiple sizes
Biosamples during pregnancy:
• Maternal/cord blood and placenta
• Maternal urine throughout pregnancy
Generate metabolomic, oxidative stress and
inflammation markers
Improving Exposure Assessment
Indoor & Outdoor Continuous Particle Counting
Monitoring & Biomarkers
No vent in kitchen & household
smoker
xMSanalyzer Data Table
m/z, RT, Intensity Quality metrics
apLCMS, XCMS, MZmine options
Biostatistics
Bioinformatics Annotation, pathway
and network analysis:
Mummichog, MetabNet, xMSannotator, others
Metabolite forensics
Unequivocal Identification
MSn; UHRAM MS; 1-D, 2-D NMR; ion
Mobility; Chemical Reactivity, etc
MWAS
PLS-DA
Data extraction
ESI LC-MS Ultra-high resolution MS
LTQ-FT
LTQ-Velos Orbitrap
Q-Exactive HF Thermo Fusion
GC-Orbitrap
Metabolites of interest
-
Expanded Alphafetoprotein Screening Program (XRAF) collects and stores
mid-second trimester maternal serum samples
identified serum from ~300 Autism Cases and 300 controls
assessed air pollution exposure profiles
Biomarkers of Exposure and Effect: Untargeted High-resolution Metabolomics
Air pollution and Autism
-
Feature selection using
Variable Importance for
Projection (VIP) based on
PLSDA
Higher in exposed group w/ Autism
Lower in exposed group w/ Autism
1 2 3 4
Tryptophan…
Glycosphingolipid…
Lysine metabolism
Arginine and…
Pentose phosphate…
Xenobiotics…
Tyrosine metabolism
Glycolysis and…
Drug metabolism -…
Fructose and…
Fatty Acid…
Glycine, serine,…
Butanoate…
Alanine and…
TCA cycle
Urea cycle/amino…
Glycerophospholipi…
Methionine and…
Pathway enrichment analysis using Mummichog and m/z features with VIP>2
-
Air Pollution Studies of Birth Outcomes, and Child
Brain Health
Policy Relevant and Actionable!!!
06 February 2013
Nature | News
Air pollution delivers smaller babies
Study of 3 million infants suggests connection between inhaled particles and birth
weight.
published in Environmental Health Perspectives
-
An L.A. driver in 1979 Los Angeles Times
Chinese Millionaire Sells Cans of Fresh Air, 2013
Prevention! But not like this…..
Women wearing masks in Beijing, where
particulate matter levels can be tens of
times higher than World Health
Organization guidelines recommend.
Lintao Zhang/Getty Images
-
Special Thanks to
Funders and Collaborators
Liew, Yan, Heck, Ehrenstein, Cui, Ling, Turner, Wing UCLA Epidemiology
Michael Jerrett – UCLA --COEH
Jun Wu – UCI
Jason Su - UC Berkeley
Myles Cockburn, Denver CO
Dean Jones, Emory