Cargando…
Oxytocin-Induced Changes in Intrinsic Network Connectivity in Cocaine Use Disorder: Modulation by Gender, Childhood Trauma, and Years of Use
Cocaine use disorder (CUD) is a major public health concern with devastating social, economic, and mental health implications. A better understanding of the underlying neurobiology and phenotypic variations in individuals with CUD is necessary for the development of effective and targeted treatments...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6658612/ https://www.ncbi.nlm.nih.gov/pubmed/31379621 http://dx.doi.org/10.3389/fpsyt.2019.00502 |
_version_ | 1783438992426926080 |
---|---|
author | Joseph, Jane E. Vaughan, Brandon K. Camp, Christopher C. Baker, Nathaniel L. Sherman, Brian J. Moran-Santa Maria, Megan McRae-Clark, Aimee Brady, Kathleen T. |
author_facet | Joseph, Jane E. Vaughan, Brandon K. Camp, Christopher C. Baker, Nathaniel L. Sherman, Brian J. Moran-Santa Maria, Megan McRae-Clark, Aimee Brady, Kathleen T. |
author_sort | Joseph, Jane E. |
collection | PubMed |
description | Cocaine use disorder (CUD) is a major public health concern with devastating social, economic, and mental health implications. A better understanding of the underlying neurobiology and phenotypic variations in individuals with CUD is necessary for the development of effective and targeted treatments. In this study, 39 women and 54 men with CUD completed a 6-min resting-state functional magnetic resonance imaging scan after intranasal oxytocin (OXY) or placebo administration. Graph-theory network analysis was used to quantify functional connectivity changes caused by OXY in striatum, anterior cingulate cortex (ACC), insula, and amygdala nodes of interest. OXY increased connectivity in the right ACC and left amygdala in males, whereas OXY increased connectivity in the right ACC and right accumbens in females. Machine learning was then used to associate treatment response (placebo minus OXY) in nodes of interest with years of cocaine use and severity of childhood trauma separately for males and females. Childhood trauma and years of cocaine use were associated with OXY-induced changes in ACC connectivity for both men and women, but connectivity changes in the amygdala were associated with years of cocaine use in men and connectivity changes in the right insula were associated with years of cocaine use in women. These findings suggest that salience network nodes (ACC and insula) are potential OXY treatment targets in CUD, with the amygdala as a treatment target for men and the accumbens as a treatment target for women. |
format | Online Article Text |
id | pubmed-6658612 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-66586122019-08-02 Oxytocin-Induced Changes in Intrinsic Network Connectivity in Cocaine Use Disorder: Modulation by Gender, Childhood Trauma, and Years of Use Joseph, Jane E. Vaughan, Brandon K. Camp, Christopher C. Baker, Nathaniel L. Sherman, Brian J. Moran-Santa Maria, Megan McRae-Clark, Aimee Brady, Kathleen T. Front Psychiatry Psychiatry Cocaine use disorder (CUD) is a major public health concern with devastating social, economic, and mental health implications. A better understanding of the underlying neurobiology and phenotypic variations in individuals with CUD is necessary for the development of effective and targeted treatments. In this study, 39 women and 54 men with CUD completed a 6-min resting-state functional magnetic resonance imaging scan after intranasal oxytocin (OXY) or placebo administration. Graph-theory network analysis was used to quantify functional connectivity changes caused by OXY in striatum, anterior cingulate cortex (ACC), insula, and amygdala nodes of interest. OXY increased connectivity in the right ACC and left amygdala in males, whereas OXY increased connectivity in the right ACC and right accumbens in females. Machine learning was then used to associate treatment response (placebo minus OXY) in nodes of interest with years of cocaine use and severity of childhood trauma separately for males and females. Childhood trauma and years of cocaine use were associated with OXY-induced changes in ACC connectivity for both men and women, but connectivity changes in the amygdala were associated with years of cocaine use in men and connectivity changes in the right insula were associated with years of cocaine use in women. These findings suggest that salience network nodes (ACC and insula) are potential OXY treatment targets in CUD, with the amygdala as a treatment target for men and the accumbens as a treatment target for women. Frontiers Media S.A. 2019-07-19 /pmc/articles/PMC6658612/ /pubmed/31379621 http://dx.doi.org/10.3389/fpsyt.2019.00502 Text en Copyright © 2019 Joseph, Vaughan, Camp, Baker, Sherman, Moran-Santa Maria, McRae-Clark and Brady http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychiatry Joseph, Jane E. Vaughan, Brandon K. Camp, Christopher C. Baker, Nathaniel L. Sherman, Brian J. Moran-Santa Maria, Megan McRae-Clark, Aimee Brady, Kathleen T. Oxytocin-Induced Changes in Intrinsic Network Connectivity in Cocaine Use Disorder: Modulation by Gender, Childhood Trauma, and Years of Use |
title | Oxytocin-Induced Changes in Intrinsic Network Connectivity in Cocaine Use Disorder: Modulation by Gender, Childhood Trauma, and Years of Use |
title_full | Oxytocin-Induced Changes in Intrinsic Network Connectivity in Cocaine Use Disorder: Modulation by Gender, Childhood Trauma, and Years of Use |
title_fullStr | Oxytocin-Induced Changes in Intrinsic Network Connectivity in Cocaine Use Disorder: Modulation by Gender, Childhood Trauma, and Years of Use |
title_full_unstemmed | Oxytocin-Induced Changes in Intrinsic Network Connectivity in Cocaine Use Disorder: Modulation by Gender, Childhood Trauma, and Years of Use |
title_short | Oxytocin-Induced Changes in Intrinsic Network Connectivity in Cocaine Use Disorder: Modulation by Gender, Childhood Trauma, and Years of Use |
title_sort | oxytocin-induced changes in intrinsic network connectivity in cocaine use disorder: modulation by gender, childhood trauma, and years of use |
topic | Psychiatry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6658612/ https://www.ncbi.nlm.nih.gov/pubmed/31379621 http://dx.doi.org/10.3389/fpsyt.2019.00502 |
work_keys_str_mv | AT josephjanee oxytocininducedchangesinintrinsicnetworkconnectivityincocaineusedisordermodulationbygenderchildhoodtraumaandyearsofuse AT vaughanbrandonk oxytocininducedchangesinintrinsicnetworkconnectivityincocaineusedisordermodulationbygenderchildhoodtraumaandyearsofuse AT campchristopherc oxytocininducedchangesinintrinsicnetworkconnectivityincocaineusedisordermodulationbygenderchildhoodtraumaandyearsofuse AT bakernathaniell oxytocininducedchangesinintrinsicnetworkconnectivityincocaineusedisordermodulationbygenderchildhoodtraumaandyearsofuse AT shermanbrianj oxytocininducedchangesinintrinsicnetworkconnectivityincocaineusedisordermodulationbygenderchildhoodtraumaandyearsofuse AT moransantamariamegan oxytocininducedchangesinintrinsicnetworkconnectivityincocaineusedisordermodulationbygenderchildhoodtraumaandyearsofuse AT mcraeclarkaimee oxytocininducedchangesinintrinsicnetworkconnectivityincocaineusedisordermodulationbygenderchildhoodtraumaandyearsofuse AT bradykathleent oxytocininducedchangesinintrinsicnetworkconnectivityincocaineusedisordermodulationbygenderchildhoodtraumaandyearsofuse |