PMID- 30035005 OWN - NLM STAT- MEDLINE DCOM- 20190130 LR - 20240330 IS - 2213-1582 (Electronic) IS - 2213-1582 (Linking) VI - 19 DP - 2018 TI - Decoding moral emotions in obsessive-compulsive disorder. PG - 82-89 LID - S2213-1582(18)30110-4 [pii] LID - 10.1016/j.nicl.2018.04.002 [doi] AB - BACKGROUND: Patients with obsessive-compulsive disorder (OCD) exhibit abnormal neural responses when they experience particular emotions or when they evaluate stimuli with emotional value. Whether these brain responses are sufficiently distinctive to discriminate between OCD patients and healthy controls is unknown. The present study is the first to investigate the discriminative power of multivariate pattern analysis of regional fMRI responses to moral and non-moral emotions. METHOD: To accomplish this goal, we performed a searchlight-based multivariate pattern analysis to unveil brain regions that could discriminate 18 OCD patients from 18 matched healthy controls during provoked guilt, disgust, compassion, and anger. We also investigated the existence of distinctive neural patterns while combining those four emotions (herein termed multiemotion analysis). RESULTS: We found that different frontostriatal regions discriminated OCD patients from controls based on individual emotional experiences. Most notably, the left nucleus accumbens (NAcc) discriminated OCD patients from controls during both disgust and the multiemotion analysis. Among other regions, the angular gyrus responses to anger and the lingual and the middle temporal gyri in the multi-emotion analysis were highly discriminant between samples. Additional BOLD analyses supported the directionality of these findings. CONCLUSIONS: In line with previous studies, differential activity in regions beyond the frontostriatal circuitry differentiates OCD from healthy volunteers. The finding that the response of the left NAcc to different basic and moral emotions is highly discriminative for a diagnosis of OCD confirms current pathophysiological models and points to new venues of research. FAU - Fontenelle, Leonardo F AU - Fontenelle LF AD - D'Or Institute for Research and Education (IDOR), Rio de Janeiro, Brazil; Brain & Mental Health Laboratory, Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Victoria, Australia; Obsessive, Compulsive, and Anxiety Spectrum Research Program, Institute of Psychiatry, Federal University of Rio de Janeiro, Brazil. Electronic address: lfontenelle@gmail.com. FAU - Frydman, Ilana AU - Frydman I AD - D'Or Institute for Research and Education (IDOR), Rio de Janeiro, Brazil; Obsessive, Compulsive, and Anxiety Spectrum Research Program, Institute of Psychiatry, Federal University of Rio de Janeiro, Brazil. FAU - Hoefle, Sebastian AU - Hoefle S AD - D'Or Institute for Research and Education (IDOR), Rio de Janeiro, Brazil. FAU - Oliveira-Souza, Ricardo AU - Oliveira-Souza R AD - D'Or Institute for Research and Education (IDOR), Rio de Janeiro, Brazil. FAU - Vigne, Paula AU - Vigne P AD - D'Or Institute for Research and Education (IDOR), Rio de Janeiro, Brazil; Obsessive, Compulsive, and Anxiety Spectrum Research Program, Institute of Psychiatry, Federal University of Rio de Janeiro, Brazil. FAU - Bortolini, Tiago S AU - Bortolini TS AD - D'Or Institute for Research and Education (IDOR), Rio de Janeiro, Brazil. FAU - Suo, Chao AU - Suo C AD - Brain & Mental Health Laboratory, Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Victoria, Australia. FAU - Yucel, Murat AU - Yucel M AD - Brain & Mental Health Laboratory, Monash Institute of Cognitive and Clinical Neurosciences, Monash University, Victoria, Australia. FAU - Mattos, Paulo AU - Mattos P AD - D'Or Institute for Research and Education (IDOR), Rio de Janeiro, Brazil. FAU - Moll, Jorge AU - Moll J AD - D'Or Institute for Research and Education (IDOR), Rio de Janeiro, Brazil. LA - eng PT - Journal Article PT - Research Support, Non-U.S. Gov't DEP - 20180404 PL - Netherlands TA - Neuroimage Clin JT - NeuroImage. Clinical JID - 101597070 SB - IM MH - Adolescent MH - Adult MH - Aged MH - Behavior/physiology MH - Brain/physiology/physiopathology MH - Emotions/*physiology MH - Empathy/physiology MH - Female MH - Humans MH - Magnetic Resonance Imaging/methods MH - Male MH - Middle Aged MH - *Morals MH - Motivation/*physiology MH - Multivariate Analysis MH - Obsessive-Compulsive Disorder/*psychology MH - Young Adult PMC - PMC6051311 OTO - NOTNLM OT - Moral emotion OT - Obsessive-compulsive disorder OT - Sentiment OT - fMRI EDAT- 2018/07/24 06:00 MHDA- 2019/01/31 06:00 PMCR- 2018/04/04 CRDT- 2018/07/24 06:00 PHST- 2017/12/08 00:00 [received] PHST- 2018/03/07 00:00 [revised] PHST- 2018/04/01 00:00 [accepted] PHST- 2018/07/24 06:00 [entrez] PHST- 2018/07/24 06:00 [pubmed] PHST- 2019/01/31 06:00 [medline] PHST- 2018/04/04 00:00 [pmc-release] AID - S2213-1582(18)30110-4 [pii] AID - 10.1016/j.nicl.2018.04.002 [doi] PST - epublish SO - Neuroimage Clin. 2018 Apr 4;19:82-89. doi: 10.1016/j.nicl.2018.04.002. eCollection 2018.