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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...

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Autores principales: 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
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
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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.
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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
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