Oxytocin receptor gene variations predict neural and behavioral response to oxytocin in autism

被引:39
作者
Watanabe, Takamitsu [1 ]
Otowa, Takeshi [2 ]
Abe, Osamu [3 ]
Kuwabara, Hitoshi [4 ]
Aoki, Yuta [2 ]
Natsubori, Tatsunobu [2 ]
Takao, Hidemasa [5 ]
Kakiuchi, Chihiro [2 ]
Kondo, Kenji [6 ]
Ikeda, Masashi [6 ]
Iwata, Nakao [6 ]
Kasai, Kiyoto [2 ]
Sasaki, Tsukasa [7 ]
Yamasue, Hidenori [2 ,8 ]
机构
[1] UCL, Inst Cognit Neurosci, 17 Queen Sq, London WC1N 3AZ, England
[2] Univ Tokyo, Dept Neuropsychiat, Grad Sch Med, Bunkyo Ku, 7-3-1 Hongo, Tokyo 1138655, Japan
[3] Nihon Univ, Sch Med, Dept Radiol, Itabashi Ku, 30-1 Oyaguchikami Cho, Tokyo 1738610, Japan
[4] Univ Tokyo, Grad Sch Med, Disabil Serv Off, Bunkyo Ku, 7-3-1 Hongo, Tokyo, Japan
[5] Univ Tokyo, Grad Sch Med, Dept Radiol, Bunkyo Ku, 7-3-1 Hongo, Tokyo, Japan
[6] Fujita Hlth Univ, Sch Med, Dept Psychiat, Toyoake, Aichi 4701192, Japan
[7] Univ Tokyo, Grad Sch Educ, Dept Phys & Hlth Educ, Bunkyo Ku, 7-3-1 Hongo, Tokyo 1138655, Japan
[8] Hamamatsu Univ Sch Med, Dept Psychiat, Higashi Ku, 1-20-1 Handayama, Hamamatsu, Shizuoka 4313192, Japan
基金
日本科学技术振兴机构; 日本学术振兴会;
关键词
imaging genetics; neuropeptide; pervasive developmental disorder; pharmacogenetics; randomized clinical trial; support vector machine; SUPPORT VECTOR REGRESSION; INTRANASAL OXYTOCIN; SPECTRUM DISORDERS; OXTR GENE; ASSOCIATION; DEFICITS; MECHANISMS; REACTIVITY; RS2254298; CHILDREN;
D O I
10.1093/scan/nsw150
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Oxytocin appears beneficial for autism spectrum disorder (ASD), and more than 20 single-nucleotide polymorphisms (SNPs) in oxytocin receptor (OXTR) are relevant to ASD. However, neither biological functions of OXTR SNPs in ASD nor critical OXTR SNPs that determine oxytocin's effects on ASD remains known. Here, using a machine-learning algorithm that was designed to evaluate collective effects of multiple SNPs and automatically identify most informative SNPs, we examined relationships between 27 representative OXTR SNPs and six types of behavioral/neural response to oxytocin in ASD individuals. The oxytocin effects were extracted from our previous placebo-controlled within-participant clinical trial administering single-dose intranasal oxytocin to 38 high-functioning adult Japanese ASD males. Consequently, we identified six different SNP sets that could accurately predict the six different oxytocin efficacies, and confirmed the robustness of these SNP selections against variations of the datasets and analysis parameters. Moreover, major alleles of several prominent OXTR SNPs-including rs53576 and rs2254298-were found to have dissociable effects on the oxytocin efficacies. These findings suggest biological functions of the OXTR SNP variants on autistic oxytocin responses, and implied that clinical oxytocin efficacy may be genetically predicted before its actual administration, which would contribute to establishment of future precision medicines for ASD.
引用
收藏
页码:496 / 506
页数:11
相关论文
共 57 条
  • [1] Intranasal oxytocin in the treatment of autism spectrum disorders: A review of literature and early safety and efficacy data in youth
    Anagnostou, Eudokia
    Soorya, Latha
    Brian, Jessica
    Dupuis, Annie
    Mankad, Deepali
    Smile, Sharon
    Jacob, Suma
    [J]. BRAIN RESEARCH, 2014, 1580 : 188 - 198
  • [2] Intranasal oxytocin versus placebo in the treatment of adults with autism spectrum disorders: a randomized controlled trial
    Anagnostou, Evdokia
    Soorya, Latha
    Chaplin, William
    Bartz, Jennifer
    Halpern, Danielle
    Wasserman, Stacey
    Wang, A. Ting
    Pepa, Lauren
    Tanel, Nadia
    Kushki, Azadeh
    Hollander, Eric
    [J]. MOLECULAR AUTISM, 2012, 3
  • [3] Oxytocin's neurochemical effects in the medial prefrontal cortex underlie recovery of task-specific brain activity in autism: a randomized controlled trial
    Aoki, Y.
    Watanabe, T.
    Abe, O.
    Kuwabara, H.
    Yahata, N.
    Takano, Y.
    Iwashiro, N.
    Natsubori, T.
    Takao, H.
    Kawakubo, Y.
    Kasai, K.
    Yamasue, H.
    [J]. MOLECULAR PSYCHIATRY, 2015, 20 (04) : 447 - 453
  • [4] Oxytocin improves behavioural and neural deficits in inferring others' social emotions in autism
    Aoki, Yuta
    Yahata, Noriaki
    Watanabe, Takamitsu
    Takano, Yosuke
    Kawakubo, Yuki
    Kuwabara, Hitoshi
    Iwashiro, Norichika
    Natsubori, Tatsunobu
    Inoue, Hideyuki
    Suga, Motomu
    Takao, Hidemasa
    Sasaki, Hiroki
    Gonoi, Wataru
    Kunimatsu, Akira
    Kasai, Kiyoto
    Yamasue, Hidenori
    [J]. BRAIN, 2014, 137 : 3073 - 3086
  • [5] Oxytocin increases eye contact during a real-time, naturalistic social interaction in males with and without autism
    Auyeung, B.
    Lombardo, M. V.
    Heinrichs, M.
    Chakrabarti, B.
    Sule, A.
    Deakin, J. B.
    Bethlehem, R. A. I.
    Dickens, L.
    Mooney, N.
    Sipple, J. A. N.
    Thiemann, P.
    Baron-Cohen, S.
    [J]. TRANSLATIONAL PSYCHIATRY, 2015, 5 : e507 - e507
  • [6] Bishop C., 2006, Pattern recognition and machine learning, P423
  • [7] Does the oxytocin receptor (OXTR) polymorphism (rs2254298) confer 'vulnerability' for psychopathology or 'differential susceptibility'? Insights from evolution
    Bruene, Martin
    [J]. BMC MEDICINE, 2012, 10
  • [8] Uncovering the roles of rare variants in common disease through whole-genome sequencing
    Cirulli, Elizabeth T.
    Goldstein, David B.
    [J]. NATURE REVIEWS GENETICS, 2010, 11 (06) : 415 - 425
  • [9] Nasal Oxytocin for Social Deficits in Childhood Autism: A Randomized Controlled Trial
    Dadds, Mark R.
    MacDonald, Elayne
    Cauchi, Avril
    Williams, Katrina
    Levy, Florence
    Brennan, John
    [J]. JOURNAL OF AUTISM AND DEVELOPMENTAL DISORDERS, 2014, 44 (03) : 521 - 531
  • [10] Genetic architecture in autism spectrum disorder
    Devlin, Bernie
    Scherer, Stephen W.
    [J]. CURRENT OPINION IN GENETICS & DEVELOPMENT, 2012, 22 (03) : 229 - 237