Cargando…
Genome-wide Interaction Study with Major Depression Identifies Novel Variants Associated with Cognitive Function
Major Depressive Disorder (MDD) often is associated with significant cognitive dysfunction. We conducted a meta-analysis of genome-wide interaction of MDD and cognitive function using data from 4 large European cohorts in a total of 3510 MDD cases and 6057 controls. In addition, we conducted analyse...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7612684/ https://www.ncbi.nlm.nih.gov/pubmed/34782712 http://dx.doi.org/10.1038/s41380-021-01379-5 |
_version_ | 1783605399061004288 |
---|---|
author | Thalamuthu, Anbupalam Mills, Natalie T Berger, Klaus Minnerup, Heike Grotegerd, Dominik Dannlowski, Udo Meinert, Susanne Opel, Nils Repple, Jonathan Gruber, Marius Nenadić, Igor Stein, Frederike Brosch, Katharina Meller, Tina Pfarr, Julia-Katharina Forstner, Andreas J Hoffmann, Per Nöthen, Markus M Witt, Stephanie Rietschel, Marcella Kircher, Tilo Adams, Mark McIntosh, Andrew M Porteous, David J Deary, Ian J Hayward, Caroline Campbell, Archie Grabe, Hans Jörgen Teumer, Alexander Homuth, Georg van der Auwera-Palitschka, Sandra Schubert, K Oliver Baune, Bernhard T |
author_facet | Thalamuthu, Anbupalam Mills, Natalie T Berger, Klaus Minnerup, Heike Grotegerd, Dominik Dannlowski, Udo Meinert, Susanne Opel, Nils Repple, Jonathan Gruber, Marius Nenadić, Igor Stein, Frederike Brosch, Katharina Meller, Tina Pfarr, Julia-Katharina Forstner, Andreas J Hoffmann, Per Nöthen, Markus M Witt, Stephanie Rietschel, Marcella Kircher, Tilo Adams, Mark McIntosh, Andrew M Porteous, David J Deary, Ian J Hayward, Caroline Campbell, Archie Grabe, Hans Jörgen Teumer, Alexander Homuth, Georg van der Auwera-Palitschka, Sandra Schubert, K Oliver Baune, Bernhard T |
author_sort | Thalamuthu, Anbupalam |
collection | PubMed |
description | Major Depressive Disorder (MDD) often is associated with significant cognitive dysfunction. We conducted a meta-analysis of genome-wide interaction of MDD and cognitive function using data from 4 large European cohorts in a total of 3510 MDD cases and 6057 controls. In addition, we conducted analyses using polygenic risk scores (PRS) based on data from the Psychiatric Genomics Consortium (PGC) on the traits of MDD, Bipolar disorder (BD), Schizophrenia (SCZ), and mood instability (MIN). Functional exploration contained gene expression analyses and Ingenuity Pathway Analysis (IPA®). We identified a set of significantly interacting single nucleotide polymorphisms (SNPs) between MDD and the genome-wide association study (GWAS) of cognitive domains of executive function, processing speed, and global cognition. Several of these SNPs are located in genes expressed in brain, with important roles such as neuronal development (REST), oligodendrocyte maturation (TNFRSF21), and myelination (ARFGEF1). IPA® identified a set of core genes from our dataset that mapped to a wide range of canonical pathways and biological functions (MPO, FOXO1, PDE3A, TSLP, NLRP9, ADAMTS5, ROBO1, REST). Furthermore, IPA® identified upstream regulator molecules and causal networks impacting on the expression of dataset genes, providing a genetic basis for further clinical exploration (vitamin D receptor, beta-estradiol, tadalafil). PRS of MIN and meta-PRS of MDD, MIN and SCZ were significantly associated with all cognitive domains. Our results suggest several genes involved in physiological processes for the development and maintenance of cognition in MDD, as well as potential novel therapeutic agents that could be explored in patients with MDD associated cognitive dysfunction. |
format | Online Article Text |
id | pubmed-7612684 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
record_format | MEDLINE/PubMed |
spelling | pubmed-76126842022-05-02 Genome-wide Interaction Study with Major Depression Identifies Novel Variants Associated with Cognitive Function Thalamuthu, Anbupalam Mills, Natalie T Berger, Klaus Minnerup, Heike Grotegerd, Dominik Dannlowski, Udo Meinert, Susanne Opel, Nils Repple, Jonathan Gruber, Marius Nenadić, Igor Stein, Frederike Brosch, Katharina Meller, Tina Pfarr, Julia-Katharina Forstner, Andreas J Hoffmann, Per Nöthen, Markus M Witt, Stephanie Rietschel, Marcella Kircher, Tilo Adams, Mark McIntosh, Andrew M Porteous, David J Deary, Ian J Hayward, Caroline Campbell, Archie Grabe, Hans Jörgen Teumer, Alexander Homuth, Georg van der Auwera-Palitschka, Sandra Schubert, K Oliver Baune, Bernhard T Mol Psychiatry Article Major Depressive Disorder (MDD) often is associated with significant cognitive dysfunction. We conducted a meta-analysis of genome-wide interaction of MDD and cognitive function using data from 4 large European cohorts in a total of 3510 MDD cases and 6057 controls. In addition, we conducted analyses using polygenic risk scores (PRS) based on data from the Psychiatric Genomics Consortium (PGC) on the traits of MDD, Bipolar disorder (BD), Schizophrenia (SCZ), and mood instability (MIN). Functional exploration contained gene expression analyses and Ingenuity Pathway Analysis (IPA®). We identified a set of significantly interacting single nucleotide polymorphisms (SNPs) between MDD and the genome-wide association study (GWAS) of cognitive domains of executive function, processing speed, and global cognition. Several of these SNPs are located in genes expressed in brain, with important roles such as neuronal development (REST), oligodendrocyte maturation (TNFRSF21), and myelination (ARFGEF1). IPA® identified a set of core genes from our dataset that mapped to a wide range of canonical pathways and biological functions (MPO, FOXO1, PDE3A, TSLP, NLRP9, ADAMTS5, ROBO1, REST). Furthermore, IPA® identified upstream regulator molecules and causal networks impacting on the expression of dataset genes, providing a genetic basis for further clinical exploration (vitamin D receptor, beta-estradiol, tadalafil). PRS of MIN and meta-PRS of MDD, MIN and SCZ were significantly associated with all cognitive domains. Our results suggest several genes involved in physiological processes for the development and maintenance of cognition in MDD, as well as potential novel therapeutic agents that could be explored in patients with MDD associated cognitive dysfunction. 2022-02-01 2021-11-15 /pmc/articles/PMC7612684/ /pubmed/34782712 http://dx.doi.org/10.1038/s41380-021-01379-5 Text en https://www.springernature.com/gp/open-research/policies/accepted-manuscript-termsUsers may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: https://www.springernature.com/gp/open-research/policies/accepted-manuscript-terms |
spellingShingle | Article Thalamuthu, Anbupalam Mills, Natalie T Berger, Klaus Minnerup, Heike Grotegerd, Dominik Dannlowski, Udo Meinert, Susanne Opel, Nils Repple, Jonathan Gruber, Marius Nenadić, Igor Stein, Frederike Brosch, Katharina Meller, Tina Pfarr, Julia-Katharina Forstner, Andreas J Hoffmann, Per Nöthen, Markus M Witt, Stephanie Rietschel, Marcella Kircher, Tilo Adams, Mark McIntosh, Andrew M Porteous, David J Deary, Ian J Hayward, Caroline Campbell, Archie Grabe, Hans Jörgen Teumer, Alexander Homuth, Georg van der Auwera-Palitschka, Sandra Schubert, K Oliver Baune, Bernhard T Genome-wide Interaction Study with Major Depression Identifies Novel Variants Associated with Cognitive Function |
title | Genome-wide Interaction Study with Major Depression Identifies Novel Variants Associated with Cognitive Function |
title_full | Genome-wide Interaction Study with Major Depression Identifies Novel Variants Associated with Cognitive Function |
title_fullStr | Genome-wide Interaction Study with Major Depression Identifies Novel Variants Associated with Cognitive Function |
title_full_unstemmed | Genome-wide Interaction Study with Major Depression Identifies Novel Variants Associated with Cognitive Function |
title_short | Genome-wide Interaction Study with Major Depression Identifies Novel Variants Associated with Cognitive Function |
title_sort | genome-wide interaction study with major depression identifies novel variants associated with cognitive function |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7612684/ https://www.ncbi.nlm.nih.gov/pubmed/34782712 http://dx.doi.org/10.1038/s41380-021-01379-5 |
work_keys_str_mv | AT thalamuthuanbupalam genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT millsnataliet genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT bergerklaus genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT minnerupheike genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT grotegerddominik genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT dannlowskiudo genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT meinertsusanne genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT opelnils genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT repplejonathan genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT grubermarius genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT nenadicigor genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT steinfrederike genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT broschkatharina genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT mellertina genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT pfarrjuliakatharina genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT forstnerandreasj genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT hoffmannper genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT nothenmarkusm genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT wittstephanie genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT rietschelmarcella genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT kirchertilo genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT adamsmark genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT mcintoshandrewm genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT porteousdavidj genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT dearyianj genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT haywardcaroline genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT campbellarchie genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT grabehansjorgen genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT teumeralexander genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT homuthgeorg genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT vanderauwerapalitschkasandra genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT schubertkoliver genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction AT baunebernhardt genomewideinteractionstudywithmajordepressionidentifiesnovelvariantsassociatedwithcognitivefunction |