TY - JOUR
T1 - Genomics of Obsessive-Compulsive Disorder—Toward Personalized Medicine in the Era of Big Data
AU - Szejko, Natalia
AU - Dunalska, Anna
AU - Lombroso, Adam
AU - McGuire, Joseph F.
AU - Piacentini, John
N1 - Funding Information:
Several population-based studies were launched in the US. National Institute of Health initiated All Of US (https://allofus. nih.gov/) program which aims to enroll 1 million adults across the US. This study was initiated in 2015 under the government of Barack Obama and is a reflection of the efforts aiming to popularize precision medicine. As indicated in Carrosco-Ramiro et al. (25), precision or personalized medicine derives from the advances in genetic/genomic techniques and the completion of the Human Genome Project (HGP). Precision medicine incorporates information from genome sequencing and clinical data which enables therapy adjustment according to patient’s own genome and environmental factors. Importantly, precision medicine is executed in line with the following premises: predictive, preventive, personalized, and participatory (P4). All Of US is destinated to facilitate the implementation of the P4 principles on a population level. Therefore, participation in this project is voluntary, independent of sex, gender, or ethnicity, and reflects the rich diversity of the US. The study is totally transparent as each participant receives individual results, including their genetic data. Participants provide clinical data and can provide additional access to their electronic health records (EHR) which include all their information about health problems as well as any medications they take. Blood and urine samples, as well as physical measurements, including those gathered by wearable devices, are also collected. In the future this program is planned to facilitate execution of clinical trials. In addition, blood samples are genotyped. By June 2020, enrollment reached approximately 350,000 individuals. Eighty percent of those people are from groups that have been traditionally underrepresented in biomedical research making All of US the first study focused on diversity. The Million Veteran Program (26) (https://www.mvp.va.gov/) is another innovative study sponsored by the Department of Veterans Affairs Office of Research and Development. So far, it has been possible to enroll 825,000 individuals. Similar to previous cohorts, demographic and clinical data, as well as biological samples were collected. Importantly, genotyping has already been conducted and enables testing of many hypotheses related to psychiatric diseases (27). Yale’s Generations project (https://medicine.yale.edu/ycci/trial/ 6326/) was launched in 2019 and is targeted to be another precision medicine cohort. It will gather genetic and clinical data from at least 100,000 participants, including pediatric participants. DNA patterns will be linked to EHR.
Publisher Copyright:
Copyright © 2021 Szejko, Dunalska, Lombroso, McGuire and Piacentini.
PY - 2021/10/20
Y1 - 2021/10/20
N2 - Pathogenesis of obsessive-compulsive disorder (OCD) mainly involves dysregulation of serotonergic neurotransmission, but a number of other factors are involved. Genetic underprints of OCD fall under the category of “common disease common variant hypothesis,” that suggests that if a disease that is heritable is common in the population (a prevalence >1–5%), then the genetic contributors—specific variations in the genetic code—will also be common in the population. Therefore, the genetic contribution in OCD is believed to come from multiple genes simultaneously and it is considered a polygenic disorder. Genomics offers a number of advanced tools to determine causal relationship between the exposure and the outcome of interest. Particularly, methods such as polygenic risk score (PRS) or Mendelian Randomization (MR) enable investigation of new pathways involved in OCD pathogenesis. This premise is also facilitated by the existence of publicly available databases that include vast study samples. Examples include population-based studies such as UK Biobank, China Kadoorie Biobank, Qatar Biobank, All of US Program sponsored by National Institute of Health or Generations launched by Yale University, as well as disease-specific databases, that include patients with OCD and co-existing pathologies, with the following examples: Psychiatric Genomics Consortium (PGC), ENIGMA OCD, The International OCD Foundation Genetics Collaborative (IOCDF-GC) or OCD Collaborative Genetic Association Study. The aim of this review is to present a comprehensive overview of the available Big Data resources for the study of OCD pathogenesis in the context of genomics and demonstrate that OCD should be considered a disorder which requires the approaches offered by personalized medicine.
AB - Pathogenesis of obsessive-compulsive disorder (OCD) mainly involves dysregulation of serotonergic neurotransmission, but a number of other factors are involved. Genetic underprints of OCD fall under the category of “common disease common variant hypothesis,” that suggests that if a disease that is heritable is common in the population (a prevalence >1–5%), then the genetic contributors—specific variations in the genetic code—will also be common in the population. Therefore, the genetic contribution in OCD is believed to come from multiple genes simultaneously and it is considered a polygenic disorder. Genomics offers a number of advanced tools to determine causal relationship between the exposure and the outcome of interest. Particularly, methods such as polygenic risk score (PRS) or Mendelian Randomization (MR) enable investigation of new pathways involved in OCD pathogenesis. This premise is also facilitated by the existence of publicly available databases that include vast study samples. Examples include population-based studies such as UK Biobank, China Kadoorie Biobank, Qatar Biobank, All of US Program sponsored by National Institute of Health or Generations launched by Yale University, as well as disease-specific databases, that include patients with OCD and co-existing pathologies, with the following examples: Psychiatric Genomics Consortium (PGC), ENIGMA OCD, The International OCD Foundation Genetics Collaborative (IOCDF-GC) or OCD Collaborative Genetic Association Study. The aim of this review is to present a comprehensive overview of the available Big Data resources for the study of OCD pathogenesis in the context of genomics and demonstrate that OCD should be considered a disorder which requires the approaches offered by personalized medicine.
KW - Big Data
KW - genetics
KW - genome-wide association study
KW - genomics
KW - obsessive-compulsive disorder
UR - http://www.scopus.com/inward/record.url?scp=85118637941&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85118637941&partnerID=8YFLogxK
U2 - 10.3389/fped.2021.685660
DO - 10.3389/fped.2021.685660
M3 - Review article
C2 - 34746045
AN - SCOPUS:85118637941
SN - 2296-2360
VL - 9
JO - Frontiers in Pediatrics
JF - Frontiers in Pediatrics
M1 - 685660
ER -