did the stress of the jfk assassination affect birth weights of the offspring from exposed mothers?...
TRANSCRIPT
DID THE STRESS OF THE JFK ASSASSINATION AFFECT BIRTH WEIGHTS OF
THE OFFSPRING FROM EXPOSED MOTHERS?
AuthorAuthorAuthor
The effect of a population-wide stress event during
pregnancy and pre-conception
Hypothesis:
A widespread stressor (the assassination of John F Kennedy on Friday, November 22, 1963) will result in lower birth weights of infants from mothers exposed to the event while pregnant or pre-conception.
Exposure and Outcomes
Exposure: Population-wide stressor
(JFK assassination)
Outcome: Birth weight of exposed infantsPre-term birth (secondary
outcome)
Why is this important
LBW is associated with other poor health outcomes Perinatal morbidity/mortality Delayed cognitive and motor development Chronic disease risk
Identifying risk factors for low birth weight
Possible direction for interventions
By reducing LBW, reduce long term health impacts
What is known:
Literature review suggests that stress is associated with: LBW and Very LBW Pre-term labor Reduced secondary sex ratio
Adrenal and pituitary stress hormones Risk for fetal growth retardation Preterm Birth
What will we contribute?
Studies on adverse exposures during pregnancy limited to observational studies. Chronically stressed differ from general
population.
No known studies examining the effect of the JFK assassination on birth outcomes
Apply new theories and information about maternal stress to a historical cohort
Contributes to the body of research linking maternal stress to birth outcomes
All pregnancies from the Child Health and Development Studies Database
N=20754
All pregnancies from the Child Health and Development Studies Database
N=20754
Only singleton birthsN=20307
Twins and triplets: 447 removed
All pregnancies from the Child Health and Development Studies Database
N=20754
Only singleton birthsN=20307
Only live birthsN=18582
Twins and triplets: 447 removed
Stillborn infants: 1725 removed
All pregnancies from the Child Health and Development Studies Database
N=20754
Only singleton birthsN=20307
Only live birthsN=18582
Only infants w/out severe anomaliesN= 17939
Twins and triplets: 447 removed
Stillborn infants: 1725 removed
Infants with one or more severe anomalies:
643 removed
All pregnancies from the Child Health and Development Studies Database
N=20754
Only singleton birthsN=20307
Only live birthsN=18582
Only infants w/out severe anomaliesN= 17939
Twins and triplets: 447 removed
Stillborn infants: 1725 removed
Infants with one or more severe anomalies:
643 removed
Only infants conceived before 8/27/1964
N=14553
Conceived after 8/27/1964: 3386 removed
Population studied: 14553 singleton, live born infants with no severe
anomalies conceived before 8/27/1964.
Population studied: 14553 singleton, live born infants with no severe
anomalies conceived before 8/27/1964.
Unexposed infants:
10,693
Population studied: 14553 singleton, live born infants with no severe
anomalies conceived before 8/27/1964.
Exposed in utero:
2,132
1st Trimester: 6672nd Trimester: 7063rd Trimester: 759
Unexposed infants:
10,693
Population studied: 14553 singleton, live born infants with no severe
anomalies conceived before 8/27/1964.
Exposed in utero:
2,132
1st Trimester: 6672nd Trimester: 7063rd Trimester: 759
Unexposed infants:
10,693
Exposed pre-conception:
1,728
Conceived:1-3 mos post: 748 >3-6 mos post: 538>6-9 mos post: 442
Main Exposure Variable
Exposure to Assassination Not exposed:
infant born before November 22, 1963
Exposed in utero: infant conceived before November 22, 1963 and born after Nov 22, 1963.
Exposed during pre-conception: infant conceived within 9 months after
November 22, 1963
Results: Demographic Characteristics
Maternal Characteristic P-value Sketch
Direction of Difference
Race: Black, White Other <0.0001
~20-25% Black
~10% Other
Black and Other
Marital status:Married or Not <0.0001
4, 6 and 8% Unmarried
Unmarried
Smoking <0.0001~45-50%
nonsmokers Non Low
Nulliparous or Not nulliparous 0.002 ~30%
Nulliparous Nulliparous
Maternal AgeOver/Under 35 0.02 <35 ~85% ≥35
Results: Demographic Characteristics
Maternal Characteristic P-value Sketch
Direction of Difference
Maternal Stress
0.80 ~10% stressed
No change
HypertensionPreeclampsia
0.810.11
Rare:~0.6%~2-3%
Slight increase
in preeclampsia
Social Status 0.13 ~35-38% LMC
No change
Alcohol 0.95 ~60% non-drink
No change
Less than 18.518.5 – 29.9More than 30
0.47~90%
18.5-29.9 No change
Covariates with P < 0.20 in univariate analysis
Maternal Characteristics
Race*Marital Status*Age*Parity*Smoking*PreeclampsiaStressSocial Status*
Infant Characteristics
Sex*Gestational Age*
Not significantAlcohol
*=P <0.0001
Multivariate Linear Regression:
Infant covariates Gestational age (continuous) Sex
i = missing data imputed using linear regression
Maternal covariates Age (continuous) Alcoholi
Marital statusi
Nulliparous Pre-eclampsia Negative attitude toward
pregnancy
BMIi (3) Race (3) Smokingi (4) SESi (5)
Exposed to assassination (3)
β for factors associated with lower birth weight (g)
BlackOther Non-White
Preeclampsia
Hi SmokeMed SmokeLow Smoke
Low BMI (<18.5)
L ClassLMC
-250.0 -200.0 -150.0 -100.0 -50.0 0.0
P = 0.03
*
*
* =P <0.0001
*
*
**
β for factors associated with higher birth weight (g)
Maternal Age (years)
Not Nulliparous
High BMI (≥30)
Gestational Age (weeks)
Male Infant
0.0 50.0 100.0 150.0 200.0 250.0
P=0.002
*
* =P <0.0001
*
*
*
Coefficients (in grams) for non-significant findings
P=0.10
Exp In-utero
Exp Pre-conception
Upper Class
Upper Middle Class
Married
Stressed Mother
Drinker
-40.0 -30.0 -20.0 -10.0 0.0 10.0 20.0 30.0
Coefficients for exposure groups in grams
Exposed in Utero Exposed Pre-Conception
-30
-25
-20
-15
-10
-5
0
5
10
3.5
-25.4
CI: (-25.8, 32.7)P=.82
CI: (-55.9, 5.1) P=.10
Odds of low birth weight not statistically significant with respect to
exposure
Mean difference in birth weight not statistically significant with respect to
exposure
Mean difference in gestation length not statistically significant with respect to
exposure
Limited number of births in the weeks post assassination limit ability to study premature
births
Limitations of Study
Inadequate exposure characterization Limitations of data collection Assessment of JFK Assassination as unique
acute stressor
Limited statistical power over critical time intervals
Conclusions and Future Directions
Unable to detect the effect of the assassination on early parturition
Model suggests exposure pre-conception may have small effect on birth weight
To address this question further we must: Examination of the JFK assassination in a
larger study population Examine effects of other acute stressors on
birth outcomes
References
Cottrell EC, Seckl JR, Baram TZ. Prenatal stress , glucocorticoids and the programming of adult disease. Behavioral Neuroscience. 2009;3(September):1-9.
McCarton CM, Brooks-Gunn J, Wallace IF, et al. Results at age 8 years of early intervention for low-birth-weight premature infants. The Infant Health and Development Program. JAMA : the journal of the American Medical Association. 1997;277(2):126-32.
McCarton CM, Brooks-Gunn J, Wallace IF, et al. Results at age 8 years of early intervention for low-birth-weight premature infants. The Infant Health and Development Program. JAMA : the journal of the American Medical Association. 1997;277(2):126-32.
Whitaker AH, Feldman JF, Lorenz JM, et al. Motor and cognitive outcomes in nondisabled low-birth-weight adolescents: early determinants. Archives of pediatrics & adolescent medicine. 2006;160(10):1040-6.
Whitaker AH, Feldman JF, Lorenz JM, et al. Motor and cognitive outcomes in nondisabled low-birth-weight adolescents: early determinants. Archives of pediatrics & adolescent medicine. 2006;160(10):1040-6.
Wadhwa PD, Dunkel-Schetter C, Chicz-DeMet A, Porto M, Sandman CA. Prenatal psychosocial factors and the neuroendocrine axis in human pregnancy. Psychosomatic medicine. 1996 ;58(5):432-46.
Wadhwa PD, Dunkel-Schetter C, Porto M, et al. Psychobiological processes and prenatal stress in human pregnancy. Ann. Behav. Med. 1997a;19S:39.
Wadhwa PD, Sandman CA, Chicz-DeMet A, et al. Placental CRH modulates maternal pituitary adrenal function in human pregnancy. Ann. New York Acad. Sci. 1997b;814:276-281.
Wadhwa PD, Herbel K, Dunkel-Schetter C, et al. Prenatal stress and infant development: a preliminary study. Ann. Behav. Med. 1998a;20: SO29.
Wadhwa PD, Porto M, Garite TJ, et al. Maternal CRH levels in the early third trimester predict length of gestation in human pregnancy. Am. J. Obstet. Gynecol. 1998b; 179: 1079-1085.
Wadhwa PD, Garite TJ, Porto M, et al. Placental corticotropin-releasing hormone (CRH), spontaneous preterm birth, and fetal growth restriction: A prospective investigation. American Journal of Obstetrics & Gynecology. 2004;19(4):1063-1069
Challis JR, Smith SK. Fetal endocrine signals and preterm labor. [Internet]. Biology of the neonate. 2001 Jan ;79(3-4):163-7.
References Continued
Hillhouse E, Grammatopoulos DK. Role of stress peptides during human pregnancy and labour [Internet]. Reproduction. 2002 Sep ;124(3):323-329.
Wadhwa PD. Psychoneuroendocrine processes in human pregnancy influence fetal development and health. [Internet]. Psychoneuroendocrinology. 2005 Sep ;30(8):724-43.
Copper RL, Goldenberg RL, Das A, et al. The preterm prediction study: Maternal stress is associated with spontaneous preterm birth at less than thirty-five weeks’ gestation. American Journal of Obstetrics & Gynecology. 1996;175(5):1286-1292.
Eskenazi B, Marks AR, Catalano R, Bruckner T, Toniolo PG. Low birth weight in New York City and upstate New York following the events of September 11th. Human reproduction (Oxford, England). 2007;22(11):3013-20.
Catalano R, Bruckner T, Marks a R, Eskenazi B. Exogenous shocks to the human sex ratio: the case of September 11, 2001 in New York City. Human reproduction (Oxford, England). 2006;21(12):3127-31.
Wolff MS, Teitelbaum SL, Lioy PJ, et al. Exposures among Pregnant Women near the World Trade Center Site on 11 September 2001. Environmental Health Perspectives. 2005;113(6):739-748.
Tan CE, Li HJ, Zhang XG, et al. The impact of the Wenchuan earthquake on birth outcomes. PloS one. 2009;4(12):e8200.
US Census Bureau, Table 5 West Region- Race and Hispanic Origin 1850-1990. http://www.census.gov/population/www/documentation/twps0056/twps0056.html Updated 1990. Accessed November 28, 2010.
Eskenazi B, Marks AR, Catalano R, Bruckner T, Toniolo PG. Low birth weight in New York City and upstate New York following the events of September 11th. Human reproduction (Oxford, England). 2007;22(11):3013-20.
Goldenberg RL, P S, Mulvihill FX, et al. Medical , psychosocial , and behavioral risk factors do not explain the increased risk for low birth weight among black women. American Journal of Obstetrics & Gynecology. 1996;175:1317-1324.
Hollingshead AB. Two factor Index of Social Position. New Haven CT: Yale Station; 1965 Morrow-Tlucak M, Ernhart CB, Sokol RJ, Martier S, Ager J. Underreporting of alcohol use in pregnancy:
relationship to alcohol problem history. Alcoholism, clinical and experimental research. 1989;13(3):399-401. Ginwright SA. Black in School. New York, NY: Teachers College Press; 2004 Littleton HL, Bye K, Buck K, Amacker A. Psychosocial stress during pregnancy and perinatal outcomes: a meta-
analytic review. J Psychosom Obstet Gynaecol. 2010;31(4):219-228.)
Figure 2: Time periods examined
PC 1
PC 3 PC 2
3rd 2nd
1st
Unexposed
JFK AssassinationNovember 22,
1963
Removed from data set
Exposed pre-conception
Exposed In -Utero