An Assessment of the Real-World Data Platform TriNetX for Measuring the Association Between Group A Streptococcus and Neuropsychiatric Diagnoses
Gao, S.; Gao, J.; Miles, K.; Madan, J. C.; Pasternack, M.; Wald, E. R.; Gunther, S. H.; Frankovich, J.
Show abstract
BackgroundGroup A streptococcus (GAS) infections have been associated with neuropsychiatric disorders in epidemiologic studies and animal models, but data in US health care populations are limited. GAS is also associated with autoimmune sequelae, including acute rheumatic fever (ARF)/Sydenham chorea (SC), poststreptococcal reactive arthritis (PSRA), poststreptococcal glomerulonephritis (PSGN), and guttate psoriasis (GP). Epstein-Barr virus (EBV) has been linked to systemic lupus erythematosus (SLE) and multiple sclerosis (MS) and the complexity of these associations parallels that of GAS-associated conditions, providing a useful comparison. Objectives1) Assess the association between a positive GAS test and incident neuropsychiatric diagnoses within 1 year in a large US health care database. 2) Assess the validity of the same database in detecting well-established disease associations while avoiding false associations. Design, Setting, ParticipantsRetrospective cohort study using TriNetX data from US health care organizations. Patients with positive or negative tests were propensity score-matched (GAS cohort n=178,301; EBV cohort n=64,854). Patients with documented neuropsychiatric diagnoses prior to testing were excluded. To approximate a primary care population, inclusion required at least one well-visit. ExposuresPositive vs negative GAS test; positive vs negative EBV test (separate cohorts). Main Outcomes and ValidationsMain outcome: incident neuropsychiatric diagnoses within 1 year of GAS testing. Positive control outcomes: ARF/SC, PSRA, PSGN, and GP (for GAS cohort); SLE and MS (for EBV cohort). Negative control outcomes: conditions without known association with GAS. ResultsAfter matching, a positive GAS test was associated with attention-deficit/hyperactivity disorder (ADHD) (RR: 1.09; 95% CI: 1.03-1.15). Among established poststreptococcal conditions, only GP was associated with prior GAS (RR: 1.75; 95% CI: 1.06-2.89). Case counts were insufficient to evaluate ARF/SC, PSRA, and PSGN. Negative control outcomes showed no association. In the EBV cohort, no association was observed with SLE, and MS showed a decreased risk. Conclusions and RelevanceA positive GAS test was associated with ADHD but not with other neuropsychiatric disorders. The database detected poststreptococcal GP but did not identify most established postinfectious autoimmune associations, likely reflecting rarity, heterogeneity, and diagnostic complexity. These findings begin to describe the range of real-world health care databases to evaluate postinfectious neuropsychiatric risk.
Matching journals
The top 14 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Interplay of ADHD polygenic liability with birth-related, somatic and psychosocial factors in ADHD - a nationwide study 90%
- Trends in Prevalence of Cannabis Use Disorders among U.S. Veterans with and without Psychiatric Disorders Between 2005 and 2019 90%
- Autoimmune Encephalitis Presenting with Acute Excited Catatonia in a 40-Year-Old Male Patient with Covid-19 88%
Similar papers in this journal
- Identification of ultra-rare genetic variants in Pediatric Acute Onset Neuropsychiatric Syndrome (PANS) by exome and whole genome sequencing 93%
- Large-Scale Analysis Reveals Racial Disparities in the Prevalence of ADHD and Conduct Disorders 92%
- More than 50 Long-term effects of COVID-19: a systematic review and meta-analysis 91%
Similar papers in this journal
- A Survey of Copy Number Variants Associated with Neurodevelopmental Disorders in a Large-Scale, Multi-Ancestry Biobank 92%
- Prevalence, Comorbidity, and Sociodemographic Correlates of Psychiatric Disorders in the All Of Us Biobank 91%
- Genetic association study of psychotic experiences in UK Biobank 88%
Similar papers in this journal
- Increased circulating IL-18 levels in severe mental disorders indicate systemic inflammasome activation 91%
- Dissecting the Genetic Relationship Between Severe Mental Disorders and Autoimmune Diseases 90%
- Associations Between Major Psychiatric Disorder Polygenic Risk Scores and Blood-Based Markers in UK Biobank 90%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.