A big data approach to phthalates, hormones, and ADHD
A big data approach to phthalates, hormones, and ADHD
批准号:
9788457
负责人:
Marc G Weisskopf
金额:
$18.52万
依托单位国家:
美国
项目类别:
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-09-30 至 2021-08-31
关键词:
AdultAgeAndrogensAttention deficit hyperactivity disorderBig DataChemicalsChildChildhoodClinicalComorbidityComputerized Medical RecordCryptorchidismDataDatabase Management SystemsDevelopmentDiagnosisDiseaseElectronic Health RecordEndocrineEndocrine DisruptorsEndocrine disruptionEnvironmentExcipientsExposure toFirst Pregnancy TrimesterGenesGoalsHealthHealth systemHeritabilityHigh PrevalenceHigh Risk WomanHormonalHormonesHypospadiasICD-9IndividualInterventionIsraelLeadMaternal ExposureMediatingMedicalMental disordersMothersNatural experimentOccupational ExposureOccupationsParentsPharmaceutical PreparationsPharmacologic SubstancePlayPregnancyPregnant WomenPropertyPublic HealthQuality of lifeReportingResearchRiskRisk FactorsRoleSignal PathwaySignal TransductionSubstance abuse problemSystemThyroid GlandThyroid HormonesUnderachievementWomanWorkagedandrogenicboyscostdesignfetalhazardhigh riskin uteromalemodifiable riskpersonal care productsphthalatespillprenatal exposurepublic health interventionreproductive tracttoxicant
中文摘要
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英文摘要
Project Summary/Abstract
Several lines of evidence suggest that alterations in the fetal hormonal environment may play a critical
role in the development of attention deficit/hyperactivity disorder (ADHD), and it has been suggested that
maternal exposure to phthalates—a class of endocrine disrupting chemicals (EDCs)—may lead to ADHD,
although direct evidence for this is limited. Our goal is to examine the association between in utero endocrine
disruption and risk of ADHD in the child. Specifically, we will examine maternal exposure to phthalates during
pregnancy, maternal 1st trimester thyroid hormone levels, and male reproductive tract disorders in the child
(which are indicative of in utero hypoandrogenicity). To do this we will take advantage of longitudinal electronic
medical record data from a large Health System in Israel. The Israeli Maccabi Health System database
contains the health and pharmaceutical data of over 2 million people. We have validated ICD-9 identified
ADHD diagnoses in the Maccabi Health System data, in which there are approximately 64,000 ADHD cases.
We have recently found that certain brands of medications contain extremely high levels of phthalates as
excipients in the pill coating and can identify mothers who use phthalate containing medication during
pregnancy in the Maccabi data in order to identify a highly exposed group of mothers. This offers a unique
opportunity to explore the results of what is effectively a natural experiment of phthalate exposure: by also
identifying mothers with the same underlying conditions, but those who use different brands of the same
medication, but ones that do not have phthalates as excipients, we can determine whether any association is
confounded by indication. Pregnant mothers in Maccabi are also screened for thyroid conditions, data that we
can use to examine the role of maternal thyroid status during pregnancy and ADHD as well as whether these
thyroid conditions account for any identified association with phthalates. We can also examine whether boys
with male reproductive tract disorders—indicative of a hypoandrogenic in utero environment—are at higher risk
of ADHD.
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