Pattern recognition reveals sex-dependent neural substrates of sexual perception

被引:3
作者
Putkinen, Vesa [1 ,2 ,7 ]
Nazari-Farsani, Sanaz [1 ,2 ]
Karjalainen, Tomi [1 ,2 ]
Santavirta, Severi [1 ,2 ]
Hudson, Matthew [1 ,3 ]
Seppala, Kerttu [1 ,2 ,4 ]
Sun, Lihua [1 ,2 ]
Karlsson, Henry K. [1 ,2 ]
Hirvonen, Jussi [1 ,2 ,5 ]
Nummenmaa, Lauri [1 ,2 ,6 ]
机构
[1] Univ Turku, Turku PET Ctr, Turku, Finland
[2] Turku Univ Hosp, Turku, Finland
[3] Univ Plymouth, Sch Psychol, Plymouth, England
[4] Turku Univ Hosp, Dept Med Phys, Turku, Finland
[5] Turku Univ Hosp, Dept Radiol, Turku, Finland
[6] Univ Turku, Dept Psychol, Turku, Finland
[7] Turku Univ Hosp, Univ Turku, Turku, Finland
基金
芬兰科学院; 欧洲研究理事会;
关键词
fMRI; MVPA; pattern-classification; sex differences; sexual arousal; GENDER-DIFFERENCES; BRAIN ACTIVATION; AROUSAL; RESPONSES; WOMEN; MEN; ATTENTION; STIMULI; PERSPECTIVE; EMOTIONS;
D O I
10.1002/hbm.26229
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Sex differences in brain activity evoked by sexual stimuli remain elusive despite robust evidence for stronger enjoyment of and interest toward sexual stimuli in men than in women. To test whether visual sexual stimuli evoke different brain activity patterns in men and women, we measured hemodynamic brain activity induced by visual sexual stimuli in two experiments with 91 subjects (46 males). In one experiment, the subjects viewed sexual and nonsexual film clips, and dynamic annotations for nudity in the clips were used to predict hemodynamic activity. In the second experiment, the subjects viewed sexual and nonsexual pictures in an event-related design. Men showed stronger activation than women in the visual and prefrontal cortices and dorsal attention network in both experiments. Furthermore, using multivariate pattern classification we could accurately predict the sex of the subject on the basis of the brain activity elicited by the sexual stimuli. The classification generalized across the experiments indicating that the sex differences were task-independent. Eye tracking data obtained from an independent sample of subjects (N = 110) showed that men looked longer than women at the chest area of the nude female actors in the film clips. These results indicate that visual sexual stimuli evoke discernible brain activity patterns in men and women which may reflect stronger attentional engagement with sexual stimuli in men.
引用
收藏
页码:2543 / 2556
页数:14
相关论文
共 80 条
  • [1] Gender differences in the temporal voice areas
    Ahrens, Merle-Marie
    Hasan, Bashar Awwad Shiekh
    Giordano, Bruno L.
    Belin, Pascal
    [J]. FRONTIERS IN NEUROSCIENCE, 2014, 8
  • [2] Facilitated early cortical processing of nude human bodies
    Alho, Jussi
    Salminen, Nelli
    Sams, Mikko
    Hietanen, Jari K.
    Nummenmaa, Lauri
    [J]. BIOLOGICAL PSYCHOLOGY, 2015, 109 : 103 - 110
  • [3] WOMEN WITH HYPOACTIVE SEXUAL DESIRE DISORDER COMPARED TO NORMAL FEMALES: A FUNCTIONAL MAGNETIC RESONANCE IMAGING STUDY
    Arnow, B. A.
    Millheiser, L.
    Garrett, A.
    Polan, M. Lake
    Glover, G. H.
    Hill, K. R.
    Lightbody, A.
    Watson, C.
    Banner, L.
    Smart, T.
    Buchanan, T.
    Desmond, J. E.
    [J]. NEUROSCIENCE, 2009, 158 (02) : 484 - 502
  • [4] Brain activation and sexual arousal in healthy, heterosexual males
    Arnow, BA
    Desmond, JE
    Banner, LL
    Glover, GH
    Solomon, A
    Polan, ML
    Lue, TF
    Atlas, SW
    [J]. BRAIN, 2002, 125 : 1014 - 1023
  • [5] Sample-Size Determination Methodologies for Machine Learning in Medical Imaging Research: A Systematic Review
    Balki, Indranil
    Amirabadi, Afsaneh
    Levman, Jacob
    Martel, Anne L.
    Emersic, Ziga
    Meden, Blaz
    Garcia-Pedrero, Angel
    Ramirez, Saul C.
    Kong, Dehan
    Moody, Alan R.
    Tyrrell, Pascal N.
    [J]. CANADIAN ASSOCIATION OF RADIOLOGISTS JOURNAL-JOURNAL DE L ASSOCIATION CANADIENNE DES RADIOLOGISTES, 2019, 70 (04): : 344 - 353
  • [6] Is there a gender difference in strength of sex drive? Theoretical views, conceptual distinctions, and a review of relevant evidence
    Baumeister, RF
    Catanese, KR
    Vohs, KD
    [J]. PERSONALITY AND SOCIAL PSYCHOLOGY REVIEW, 2001, 5 (03) : 242 - 273
  • [7] The Autonomic Brain: An Activation Likelihood Estimation Meta-Analysis for Central Processing of Autonomic Function
    Beissner, Florian
    Meissner, Karin
    Baer, Karl-Juergen
    Napadow, Vitaly
    [J]. JOURNAL OF NEUROSCIENCE, 2013, 33 (25) : 10503 - +
  • [8] Mate Preferences and Their Behavioral Manifestations
    Buss, David M.
    Schmitt, David P.
    [J]. ANNUAL REVIEW OF PSYCHOLOGY, VOL 70, 2019, 70 : 77 - 110
  • [9] SEXUAL STRATEGIES THEORY - AN EVOLUTIONARY PERSPECTIVE ON HUMAN MATING
    BUSS, DM
    SCHMITT, DP
    [J]. PSYCHOLOGICAL REVIEW, 1993, 100 (02) : 204 - 232
  • [10] Agreement of Self-Reported and Genital Measures of Sexual Arousal in Men and Women: A Meta-Analysis
    Chivers, Meredith L.
    Seto, Michael C.
    Lalumiere, Martin L.
    Laan, Ellen
    Grimbos, Teresa
    [J]. ARCHIVES OF SEXUAL BEHAVIOR, 2010, 39 (01) : 5 - 56