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Maladaptive changes in delay discounting in males during the COVID-19 pandemic: the predictive role of functional connectome.
Xiao, Zhibing; Chen, Zhiyi; Chen, Wanting; Gao, Wei; He, Li; Wang, Qiang; Lei, Xu; Qiu, Jiang; Feng, Tingyong; Chen, Hong; Turel, Ofir; Bechara, Antoine; He, Qinghua.
  • Xiao Z; Faculty of Psychology, Southwest University, Chongqing 400715, China.
  • Chen Z; Faculty of Psychology, Southwest University, Chongqing 400715, China.
  • Chen W; Faculty of Psychology, Southwest University, Chongqing 400715, China.
  • Gao W; Faculty of Psychology, Southwest University, Chongqing 400715, China.
  • He L; Faculty of Psychology, Southwest University, Chongqing 400715, China.
  • Wang Q; Faculty of Psychology, Tianjin Normal University, Tianjin 300387, China.
  • Lei X; Faculty of Psychology, Southwest University, Chongqing 400715, China.
  • Qiu J; Faculty of Psychology, Southwest University, Chongqing 400715, China.
  • Feng T; Faculty of Psychology, Southwest University, Chongqing 400715, China.
  • Chen H; Faculty of Psychology, Southwest University, Chongqing 400715, China.
  • Turel O; School of Computing and Information Systems, The University of Melbourne, Melbourne 3010, Australia.
  • Bechara A; Information Systems and Decision Sciences, California State University, Fullerton, Fullerton, CA 92831, USA.
  • He Q; Department of Psychology, University of Southern California, Los Angeles, CA 90089, USA.
Cereb Cortex ; 32(20): 4605-4618, 2022 10 08.
Article in English | MEDLINE | ID: covidwho-1642319
ABSTRACT
The Coronavirus disease of 2019 (COVID-19) and measures to curb it created population-level changes in male-dominant impulsive and risky behaviors such as violent crimes and gambling. One possible explanation for this is that the pandemic has been stressful, and males, more so than females, tend to respond to stress by altering their focus on immediate versus delayed rewards, as reflected in their delay discounting rates. Delay discounting rates from healthy undergraduate students were collected twice during the pandemic. Discounting rates of males (n=190) but not of females (n=493) increased during the pandemic. Using machine learning, we show that prepandemic functional connectome predict increased discounting rates in males (n=88). Moreover, considering that delay discounting is associated with multiple psychiatric disorders, we found the same neural pattern that predicted increased discounting rates in this study, in secondary datasets of patients with major depression and schizophrenia. The findings point to sex-based differences in maladaptive delay discounting under real-world stress events, and to connectome-based neuromarkers of such effects. They can explain why there was a population-level increase in several impulsive and risky behaviors during the pandemic and point to intriguing questions about the shared underlying mechanisms of stress responses, psychiatric disorders and delay discounting.
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Full text: Available Collection: International databases Database: MEDLINE Main subject: Connectome / Delay Discounting / COVID-19 Type of study: Prognostic study Limits: Female / Humans / Male Language: English Journal: Cereb Cortex Journal subject: Brain Year: 2022 Document Type: Article Affiliation country: Cercor

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Full text: Available Collection: International databases Database: MEDLINE Main subject: Connectome / Delay Discounting / COVID-19 Type of study: Prognostic study Limits: Female / Humans / Male Language: English Journal: Cereb Cortex Journal subject: Brain Year: 2022 Document Type: Article Affiliation country: Cercor