Genome-wide analyses reveal shared genetic architecture and novel risk loci between opioid use disorder and general cognitive ability
Opioid use disorder (OUD), a serious health burden worldwide, is associated with lower cognitive function. Recent studies have demonstrated a negative genetic correlation between OUD and general cognitive ability (COG), indicating a shared genetic basis. However, the specific genetic variants involv...
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Veröffentlicht in: | Drug and alcohol dependence 2024-03, Vol.256, p.111058, Article 111058 |
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creator | Holen, Børge Kutrolli, Gleda Shadrin, Alexey A. Icick, Romain Hindley, Guy Rødevand, Linn O’Connell, Kevin S. Frei, Oleksandr Parker, Nadine Tesfaye, Markos Deak, Joseph D. Jahołkowski, Piotr Dale, Anders M. Djurovic, Srdjan Andreassen, Ole A. Smeland, Olav B. |
description | Opioid use disorder (OUD), a serious health burden worldwide, is associated with lower cognitive function. Recent studies have demonstrated a negative genetic correlation between OUD and general cognitive ability (COG), indicating a shared genetic basis. However, the specific genetic variants involved, and the underlying molecular mechanisms remain poorly understood. Here, we aimed to quantify and identify the genetic basis underlying OUD and COG.
We quantified the extent of genetic overlap between OUD and COG using a bivariate causal mixture model (MiXeR) and identified specific genetic loci applying conditional/conjunctional FDR. Finally, we investigated biological function and expression of implicated genes using available resources.
We estimated that ~94% of OUD variants (4.8k out of 5.1k variants) also influence COG. We identified three novel OUD risk loci and one locus shared between OUD and COG. Loci identified implicated biological substrates in the basal ganglia.
We provide new insights into the complex genetic risk architecture of OUD and its genetic relationship with COG.
•Ninety four percent of opioid use disorder (OUD) genetics is captured by genetics of general cognitive abilityability (COG).•The shared portion of genetics between OUD and COG exhibits highly negative genetic correlation.•COG is twice as polygenic as OUD.•OUD is similar in polygenicity as ADHD.•Novel genetic loci identified for OUD and COG implicates genes expressed in reward circuitry. |
doi_str_mv | 10.1016/j.drugalcdep.2023.111058 |
format | Article |
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We quantified the extent of genetic overlap between OUD and COG using a bivariate causal mixture model (MiXeR) and identified specific genetic loci applying conditional/conjunctional FDR. Finally, we investigated biological function and expression of implicated genes using available resources.
We estimated that ~94% of OUD variants (4.8k out of 5.1k variants) also influence COG. We identified three novel OUD risk loci and one locus shared between OUD and COG. Loci identified implicated biological substrates in the basal ganglia.
We provide new insights into the complex genetic risk architecture of OUD and its genetic relationship with COG.
•Ninety four percent of opioid use disorder (OUD) genetics is captured by genetics of general cognitive abilityability (COG).•The shared portion of genetics between OUD and COG exhibits highly negative genetic correlation.•COG is twice as polygenic as OUD.•OUD is similar in polygenicity as ADHD.•Novel genetic loci identified for OUD and COG implicates genes expressed in reward circuitry.</description><identifier>ISSN: 0376-8716</identifier><identifier>ISSN: 1879-0046</identifier><identifier>EISSN: 1879-0046</identifier><identifier>DOI: 10.1016/j.drugalcdep.2023.111058</identifier><identifier>PMID: 38244365</identifier><language>eng</language><publisher>Ireland: Elsevier B.V</publisher><subject>Cognition ; Genetic overlap ; Genome-Wide Association Study ; Genome-wide association study (GWAS) ; Humans ; Opioid use disorder ; Opioid-Related Disorders - genetics ; Single nucleotide polymorphisms (SNPs)</subject><ispartof>Drug and alcohol dependence, 2024-03, Vol.256, p.111058, Article 111058</ispartof><rights>2023 The Author(s)</rights><rights>Copyright © 2023 The Author(s). Published by Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c424t-d9c3a472452745bf5d416e022815eb4febf19a7d93cdab96660c5b23f011e2783</citedby><cites>FETCH-LOGICAL-c424t-d9c3a472452745bf5d416e022815eb4febf19a7d93cdab96660c5b23f011e2783</cites><orcidid>0000-0002-6427-2625 ; 0000-0002-8140-8061 ; 0000-0002-3351-701X ; 0000-0002-5078-4048 ; 0000-0001-5967-6601 ; 0000-0001-9654-8115</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0376871623012966$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38244365$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Holen, Børge</creatorcontrib><creatorcontrib>Kutrolli, Gleda</creatorcontrib><creatorcontrib>Shadrin, Alexey A.</creatorcontrib><creatorcontrib>Icick, Romain</creatorcontrib><creatorcontrib>Hindley, Guy</creatorcontrib><creatorcontrib>Rødevand, Linn</creatorcontrib><creatorcontrib>O’Connell, Kevin S.</creatorcontrib><creatorcontrib>Frei, Oleksandr</creatorcontrib><creatorcontrib>Parker, Nadine</creatorcontrib><creatorcontrib>Tesfaye, Markos</creatorcontrib><creatorcontrib>Deak, Joseph D.</creatorcontrib><creatorcontrib>Jahołkowski, Piotr</creatorcontrib><creatorcontrib>Dale, Anders M.</creatorcontrib><creatorcontrib>Djurovic, Srdjan</creatorcontrib><creatorcontrib>Andreassen, Ole A.</creatorcontrib><creatorcontrib>Smeland, Olav B.</creatorcontrib><title>Genome-wide analyses reveal shared genetic architecture and novel risk loci between opioid use disorder and general cognitive ability</title><title>Drug and alcohol dependence</title><addtitle>Drug Alcohol Depend</addtitle><description>Opioid use disorder (OUD), a serious health burden worldwide, is associated with lower cognitive function. Recent studies have demonstrated a negative genetic correlation between OUD and general cognitive ability (COG), indicating a shared genetic basis. However, the specific genetic variants involved, and the underlying molecular mechanisms remain poorly understood. Here, we aimed to quantify and identify the genetic basis underlying OUD and COG.
We quantified the extent of genetic overlap between OUD and COG using a bivariate causal mixture model (MiXeR) and identified specific genetic loci applying conditional/conjunctional FDR. Finally, we investigated biological function and expression of implicated genes using available resources.
We estimated that ~94% of OUD variants (4.8k out of 5.1k variants) also influence COG. We identified three novel OUD risk loci and one locus shared between OUD and COG. Loci identified implicated biological substrates in the basal ganglia.
We provide new insights into the complex genetic risk architecture of OUD and its genetic relationship with COG.
•Ninety four percent of opioid use disorder (OUD) genetics is captured by genetics of general cognitive abilityability (COG).•The shared portion of genetics between OUD and COG exhibits highly negative genetic correlation.•COG is twice as polygenic as OUD.•OUD is similar in polygenicity as ADHD.•Novel genetic loci identified for OUD and COG implicates genes expressed in reward circuitry.</description><subject>Cognition</subject><subject>Genetic overlap</subject><subject>Genome-Wide Association Study</subject><subject>Genome-wide association study (GWAS)</subject><subject>Humans</subject><subject>Opioid use disorder</subject><subject>Opioid-Related Disorders - genetics</subject><subject>Single nucleotide polymorphisms (SNPs)</subject><issn>0376-8716</issn><issn>1879-0046</issn><issn>1879-0046</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkctOwzAQRS0EgvL4BeQlmxTbcZxkCYiXhMQG1pZjT8oUNy52UtQP4L9JKY8ls5nNuXc09xJCOZtyxtX5fOriMDPeOlhOBRP5lHPOimqHTHhV1hljUu2SCctLlVUlVwfkMKU5G0fVbJ8c5JWQMlfFhHzcQhcWkL2jA2o649cJEo2wAuNpejERHJ1BBz1aaqJ9wR5sP8QN62gXVuBpxPRKfbBIG-jfAToalhjQ0SEBdZhCdBC_-I1RHH1tmHXY42p0adBjvz4me63xCU6-9xF5vrl-urrLHh5v768uHjIrhewzV9vcyFLIQpSyaNrCSa6ACVHxAhrZQtPy2pSuzq0zTa2UYrZoRN4yzkGUVX5Ezra-yxjeBki9XmCy4L3pIAxJi1rUrCglFyNabVEbQ0oRWr2MuDBxrTnTmxL0XP-VoDcl6G0Jo_T0-8rQLMD9Cn9SH4HLLQDjryuEqJNF6Cw4jGO82gX8_8on-nif6w</recordid><startdate>20240301</startdate><enddate>20240301</enddate><creator>Holen, Børge</creator><creator>Kutrolli, Gleda</creator><creator>Shadrin, Alexey A.</creator><creator>Icick, Romain</creator><creator>Hindley, Guy</creator><creator>Rødevand, Linn</creator><creator>O’Connell, Kevin S.</creator><creator>Frei, Oleksandr</creator><creator>Parker, Nadine</creator><creator>Tesfaye, Markos</creator><creator>Deak, Joseph D.</creator><creator>Jahołkowski, Piotr</creator><creator>Dale, Anders M.</creator><creator>Djurovic, Srdjan</creator><creator>Andreassen, Ole A.</creator><creator>Smeland, Olav B.</creator><general>Elsevier B.V</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-6427-2625</orcidid><orcidid>https://orcid.org/0000-0002-8140-8061</orcidid><orcidid>https://orcid.org/0000-0002-3351-701X</orcidid><orcidid>https://orcid.org/0000-0002-5078-4048</orcidid><orcidid>https://orcid.org/0000-0001-5967-6601</orcidid><orcidid>https://orcid.org/0000-0001-9654-8115</orcidid></search><sort><creationdate>20240301</creationdate><title>Genome-wide analyses reveal shared genetic architecture and novel risk loci between opioid use disorder and general cognitive ability</title><author>Holen, Børge ; 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Recent studies have demonstrated a negative genetic correlation between OUD and general cognitive ability (COG), indicating a shared genetic basis. However, the specific genetic variants involved, and the underlying molecular mechanisms remain poorly understood. Here, we aimed to quantify and identify the genetic basis underlying OUD and COG.
We quantified the extent of genetic overlap between OUD and COG using a bivariate causal mixture model (MiXeR) and identified specific genetic loci applying conditional/conjunctional FDR. Finally, we investigated biological function and expression of implicated genes using available resources.
We estimated that ~94% of OUD variants (4.8k out of 5.1k variants) also influence COG. We identified three novel OUD risk loci and one locus shared between OUD and COG. Loci identified implicated biological substrates in the basal ganglia.
We provide new insights into the complex genetic risk architecture of OUD and its genetic relationship with COG.
•Ninety four percent of opioid use disorder (OUD) genetics is captured by genetics of general cognitive abilityability (COG).•The shared portion of genetics between OUD and COG exhibits highly negative genetic correlation.•COG is twice as polygenic as OUD.•OUD is similar in polygenicity as ADHD.•Novel genetic loci identified for OUD and COG implicates genes expressed in reward circuitry.</abstract><cop>Ireland</cop><pub>Elsevier B.V</pub><pmid>38244365</pmid><doi>10.1016/j.drugalcdep.2023.111058</doi><orcidid>https://orcid.org/0000-0002-6427-2625</orcidid><orcidid>https://orcid.org/0000-0002-8140-8061</orcidid><orcidid>https://orcid.org/0000-0002-3351-701X</orcidid><orcidid>https://orcid.org/0000-0002-5078-4048</orcidid><orcidid>https://orcid.org/0000-0001-5967-6601</orcidid><orcidid>https://orcid.org/0000-0001-9654-8115</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Cognition Genetic overlap Genome-Wide Association Study Genome-wide association study (GWAS) Humans Opioid use disorder Opioid-Related Disorders - genetics Single nucleotide polymorphisms (SNPs) |
title | Genome-wide analyses reveal shared genetic architecture and novel risk loci between opioid use disorder and general cognitive ability |
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