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Cowan RL, Davis T, Kundu B, Rahimpour S, Rolston JD, Smith EH. More widespread and rigid neuronal representation of reward expectation underlies impulsive choices. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.11.588637. [PMID: 38645037 PMCID: PMC11030340 DOI: 10.1101/2024.04.11.588637] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/23/2024]
Abstract
Impulsive choices prioritize smaller, more immediate rewards over larger, delayed, or potentially uncertain rewards. Impulsive choices are a critical aspect of substance use disorders and maladaptive decision-making across the lifespan. Here, we sought to understand the neuronal underpinnings of expected reward and risk estimation on a trial-by-trial basis during impulsive choices. To do so, we acquired electrical recordings from the human brain while participants carried out a risky decision-making task designed to measure choice impulsivity. Behaviorally, we found a reward-accuracy tradeoff, whereby more impulsive choosers were more accurate at the task, opting for a more immediate reward while compromising overall task performance. We then examined how neuronal populations across frontal, temporal, and limbic brain regions parametrically encoded reinforcement learning model variables, namely reward and risk expectation and surprise, across trials. We found more widespread representations of reward value expectation and prediction error in more impulsive choosers, whereas less impulsive choosers preferentially represented risk expectation. A regional analysis of reward and risk encoding highlighted the anterior cingulate cortex for value expectation, the anterior insula for risk expectation and surprise, and distinct regional encoding between impulsivity groups. Beyond describing trial-by-trial population neuronal representations of reward and risk variables, these results suggest impaired inhibitory control and model-free learning underpinnings of impulsive choice. These findings shed light on neural processes underlying reinforced learning and decision-making in uncertain environments and how these processes may function in psychiatric disorders.
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Affiliation(s)
- Rhiannon L Cowan
- Department of Neurosurgery, University of Utah, Salt Lake City, UT 84132, USA
| | - Tyler Davis
- Department of Neurosurgery, University of Utah, Salt Lake City, UT 84132, USA
| | - Bornali Kundu
- Department of Neurosurgery, University of Missouri, Columbia, MO 65212, USA
| | - Shervin Rahimpour
- Department of Neurosurgery, University of Utah, Salt Lake City, UT 84132, USA
| | - John D Rolston
- Department of Neurosurgery, Brigham & Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Elliot H Smith
- Department of Neurosurgery, University of Utah, Salt Lake City, UT 84132, USA
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Tosevska A, Ghosh S, Ganguly A, Cappelletti M, Kallapur SG, Pellegrini M, Devaskar SU. Integrated analysis of an in vivo model of intra-nasal exposure to instilled air pollutants reveals cell-type specific responses in the placenta. Sci Rep 2022; 12:8438. [PMID: 35589747 PMCID: PMC9119931 DOI: 10.1038/s41598-022-12340-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Accepted: 05/06/2022] [Indexed: 01/19/2023] Open
Abstract
The placenta is a heterogeneous organ whose development involves complex interactions of trophoblasts with decidual, vascular, and immune cells at the fetal-maternal interface. It maintains a critical balance between maternal and fetal homeostasis. Placental dysfunction can lead to adverse pregnancy outcomes including intra-uterine growth restriction, pre-eclampsia, or pre-term birth. Exposure to environmental pollutants contributes to the development of placental abnormalities, with poorly understood molecular underpinning. Here we used a mouse (C57BL/6) model of environmental pollutant exposure by administration of a particulate matter (SRM1649b at 300 μg/day/mouse) suspension intra-nasally beginning 2 months before conception and during gestation, in comparison to saline-exposed controls. Placental transcriptomes, at day 19 of gestation, were determined using bulk RNA-seq from whole placentas of exposed (n = 4) and control (n = 4) animals and scRNAseq of three distinct placental layers, followed by flow cytometry analysis of the placental immune cell landscape. Our results indicate a reduction in vascular placental cells, especially cells responsible for structural integrity, and increase in trophoblast proliferation in animals exposed to particulate matter. Pollution-induced inflammation was also evident, especially in the decidual layer. These data indicate that environmental exposure to air pollutants triggers changes in the placental cellular composition, mediating adverse pregnancy outcomes.
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Affiliation(s)
- Anela Tosevska
- grid.19006.3e0000 0000 9632 6718Department of Molecular, Cell and Developmental Biology, University of California Los Angeles, Los Angeles, CA USA ,grid.22937.3d0000 0000 9259 8492Present Address: Division of Rheumatology, Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Shubhamoy Ghosh
- grid.19006.3e0000 0000 9632 6718Division of Neonatology & Developmental Biology, Department of Pediatrics, and the UCLA Children’s Discovery & Innovation Institute, David Geffen School of Medicine at University of California Los Angeles, 10883, Le Conte Avenue, MDCC-22-412, Los Angeles, CA 90095-1752 USA
| | - Amit Ganguly
- grid.19006.3e0000 0000 9632 6718Division of Neonatology & Developmental Biology, Department of Pediatrics, and the UCLA Children’s Discovery & Innovation Institute, David Geffen School of Medicine at University of California Los Angeles, 10883, Le Conte Avenue, MDCC-22-412, Los Angeles, CA 90095-1752 USA
| | - Monica Cappelletti
- grid.19006.3e0000 0000 9632 6718Division of Neonatology & Developmental Biology, Department of Pediatrics, and the UCLA Children’s Discovery & Innovation Institute, David Geffen School of Medicine at University of California Los Angeles, 10883, Le Conte Avenue, MDCC-22-412, Los Angeles, CA 90095-1752 USA
| | - Suhas G. Kallapur
- grid.19006.3e0000 0000 9632 6718Division of Neonatology & Developmental Biology, Department of Pediatrics, and the UCLA Children’s Discovery & Innovation Institute, David Geffen School of Medicine at University of California Los Angeles, 10883, Le Conte Avenue, MDCC-22-412, Los Angeles, CA 90095-1752 USA
| | - Matteo Pellegrini
- grid.19006.3e0000 0000 9632 6718Department of Molecular, Cell and Developmental Biology, University of California Los Angeles, Los Angeles, CA USA
| | - Sherin U. Devaskar
- grid.19006.3e0000 0000 9632 6718Division of Neonatology & Developmental Biology, Department of Pediatrics, and the UCLA Children’s Discovery & Innovation Institute, David Geffen School of Medicine at University of California Los Angeles, 10883, Le Conte Avenue, MDCC-22-412, Los Angeles, CA 90095-1752 USA
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Martínez-Aguirre C, Cinar R, Rocha L. Targeting Endocannabinoid System in Epilepsy: For Good or for Bad. Neuroscience 2021; 482:172-185. [PMID: 34923038 DOI: 10.1016/j.neuroscience.2021.12.013] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 11/29/2021] [Accepted: 12/09/2021] [Indexed: 02/07/2023]
Abstract
Epilepsy is a neurological disorder with a high prevalence worldwide. Several studies carried out during the last decades indicate that the administration of cannabinoids as well as the activation of the endocannabinoid system (ECS) represent a therapeutic strategy to control epilepsy. However, there are controversial studies indicating that activation of ECS results in cell damage, inflammation and neurotoxicity, conditions that facilitate the seizure activity. The present review is focused to present findings supporting this issue. According to the current discrepancies, it is relevant to elucidate the different effects induced by the activation of ECS and determine the conditions under which it facilitates the seizure activity.
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Affiliation(s)
| | - Resat Cinar
- Section on Fibrotic Disorders, National Institute on Alcohol Abuse and Alcoholism (NIAAA), National Institutes of Health (NIH), Rockville, USA
| | - Luisa Rocha
- Department of Pharmacobiology, Center for Research and Advanced Studies, Mexico City, Mexico.
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