Dataset Information

Multi-PheWAS intersection approach to identify sex differences across comorbidities in 59 140 pediatric patients with autism spectrum disorder.

ABSTRACT:

Objective

To identify differences related to sex and define autism spectrum disorder (ASD) comorbidities female-enriched through a comprehensive multi-PheWAS intersection approach on big, real-world data. Although sex difference is a consistent and recognized feature of ASD, additional clinical correlates could help to identify potential disease subgroups, based on sex and age.

Materials and methods

We performed a systematic comorbidity analysis on 1860 groups of comorbidities exploring all spectrum of known disease, in 59 140 individuals (11 440 females) with ASD from 4 age groups. We explored ASD sex differences in 2 independent real-world datasets, across all potential comorbidities by comparing (1) females with ASD vs males with ASD and (2) females with ASD vs females without ASD.

Results

We identified 27 different comorbidities that appeared significantly more frequently in females with ASD. The comorbidities were mostly neurological (eg, epilepsy, odds ratio [OR] > 1.8, 3-18 years of age), congenital (eg, chromosomal anomalies, OR > 2, 3-18 years of age), and mental disorders (eg, intellectual disability, OR > 1.7, 6-18 years of age). Novel comorbidities included endocrine metabolic diseases (eg, failure to thrive, OR = 2.5, ages 0-2), digestive disorders (gastroesophageal reflux disease: OR = 1.7, 6-11 years of age; and constipation: OR > 1.6, 3-11 years of age), and sense organs (strabismus: OR > 1.8, 3-18 years of age).

Discussion

A multi-PheWAS intersection approach on real-world data as presented in this study uniquely contributes to the growing body of research regarding sex-based comorbidity analysis in ASD population.

Conclusions

Our findings provide insights into female-enriched ASD comorbidities that are potentially important in diagnosis, as well as the identification of distinct comorbidity patterns influencing anticipatory treatment or referrals. The code is publicly available (https://github.com/hms-dbmi/sexDifferenceInASD).

SUBMITTER: Gutierrez-Sacristan A

PROVIDER: S-EPMC8757290 | biostudies-literature | 2022 Jan

REPOSITORIES: biostudies-literature

ACCESS DATA

Publications

Multi-PheWAS intersection approach to identify sex differences across comorbidities in 59 140 pediatric patients with autism spectrum disorder.

Gutiérrez-Sacristán Alba A Sáez Carlos C De Niz Carlos C Jalali Niloofar N DeSain Thomas N TN Kumar Ranjay R Zachariasse Joany M JM Fox Kathe P KP Palmer Nathan N Kohane Isaac I Avillach Paul P

Journal of the American Medical Informatics Association : JAMIA 20220101 2

<h4>Objective</h4>To identify differences related to sex and define autism spectrum disorder (ASD) comorbidities female-enriched through a comprehensive multi-PheWAS intersection approach on big, real-world data. Although sex difference is a consistent and recognized feature of ASD, additional clinical correlates could help to identify potential disease subgroups, based on sex and age.<h4>Materials and methods</h4>We performed a systematic comorbidity analysis on 1860 groups of comorbidities exp ...[more]

PMID: 34405856

Similar Datasets

Project description:IntroductionCraniosynostosis is a common pediatric presentation in which the premature fusion of one or more cranial sutures results in a misshapen skull. This birth defect is often associated with comorbidities due to structural impacts on nearby anatomical features. While there is some evidence for a male-predominance among craniosynostosis patients, little has been investigated regarding sex differences in comorbidities of this condition. This study seeks to explore potential sexual dimorphisms in craniosynostosis patients at the time of presentation.MethodsWe conducted a retrospective, cross-sectional review of male and female non-syndromic craniosynostosis (NSC) patients between the ages of 1 month and 9 years that were evaluated at a 500-bed academic hospital or a 977-bed private hospital in Lubbock, Texas, United States. Common comorbidities including ophthalmologic diagnoses, developmental delays, obstructive sleep apnea, chronic otitis media, hearing loss, chronic headaches, and seizure disorders were evaluated. The NSC cohort was compared to a similarly-aged trauma group that represented the normal population.Results175 NSC patients fit the inclusion criteria, of which 109 (62%) were male. A diagnosis of craniosynostosis was significantly associated with ophthalmological diagnoses (p < 0.0001), chronic otitis media (p < 0.0001), developmental delays (p < 0.0001), and hearing loss (p = 0.0047). Male NSC patients were less likely to present with ophthalmological diagnoses (p = 0.0010) or hearing loss (p = 0.0052) than females.ConclusionsOur findings expand on current literature evaluating possible comorbidities of NSC, particularly supporting the association with ophthalmological diagnoses, chronic otitis media, developmental delays, and hearing loss. We also report sex differences in ophthalmological diagnoses and hearing loss for NSC patients. These findings can serve to educate physicians of symptoms requiring prompt recognition and management in these patients.

Project description:Although reduced social attention and increased nonsocial attention have been reported in individuals with autism spectrum disorder (ASD), the studies have relied on predominantly male samples and have been underpowered to examine sex differences. These processes may differ for females with ASD, who have been shown to be dissimilar to males in social motivation and nonsocial features, including circumscribed interests (CI). The goal of this study was to compare social and nonsocial visual attention between males and females with ASD on a validated eye-tracking paradigm. Eighty-five school-aged (6-10 years) males and females with and without ASD completed a paired preference task of face and object stimuli (half of which related to common CI). After covarying for chronological and mental age, the presence of concurrently presented CI images reduced prioritization and attention to faces for males more than females, replicating previous findings. ASD females maintained comparable attention patterns to typically developing females, suggesting that previous findings of reduced social attention and increased attention to CI-related objects in autism may be specific to males. These findings are also inconsistent with the "extreme male brain" theory of autism. The more normative orienting and attention to social stimuli for females with ASD may indicate distinct phenotypic characteristics relative to males and possibly serve as a protective effect. Autism Res 2018, 11: 1264-1275. © 2018 International Society for Autism Research, Wiley Periodicals, Inc. LAY SUMMARY: As autism is more commonly diagnosed in males, less is known about females with autism. Two areas of interest include the interests held by individuals with autism and how socially motivated they are. We used eye tracking as a way to understand these two areas. Our data reveal that elementary school-aged females (6-10 years) with autism attended to faces comparatively to females without autism, suggesting that (1) they were more socially motivated than males with autism and (2) the images of common interests were less motivating to them.

Dataset Information

Multi-PheWAS intersection approach to identify sex differences across comorbidities in 59 140 pediatric patients with autism spectrum disorder.

Objective

Materials and methods

Results

Discussion

Conclusions

Publications

Multi-PheWAS intersection approach to identify sex differences across comorbidities in 59 140 pediatric patients with autism spectrum disorder.

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure

Tweets