1
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Albert-Lyons R, Capan S, Ng KH, Nautiyal KM. Reward value and internal state differentially drive impulsivity and motivation. Behav Brain Res 2024; 471:115073. [PMID: 38838965 PMCID: PMC11296904 DOI: 10.1016/j.bbr.2024.115073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 05/01/2024] [Accepted: 05/27/2024] [Indexed: 06/07/2024]
Abstract
Goal-directed behavior is influenced by both reward value as well as internal state. A large body of research has focused on how reward value and internal drives such as hunger influence motivation in rodent models, however less work has focused on how these factors may differentially affect impulsivity. In these studies, we tested the effect of internal drive versus reward value on different facets of reward-related behavior including impulsive action, impulsive choice and, motivation. We varied reward value by changing the concentration of sucrose in the reward outcome, and varied internal drive by manipulating thirst through water restriction. Consistent with the literature we found that both internal state and reward value influenced motivation. However, we found that in high effort paradigms, only internal state influenced motivation with minimal effects of reward value. Interestingly, we found that internal state and reward value differentially influence different subtypes of impulsivity. Internal state, and to a lesser extent, reward value, influenced impulsive action as measured by premature responding. On the other hand, there were minimal effects of either reward value or homeostatic state on impulsive choice as measured by delay discounting. Overall, these studies begin to address how internal state and reward value differentially drive impulsive behavior. Understanding how these factors influence impulsivity is important for developing behavioral interventions and treatment targets for patients with dysregulated motivated or impulsive behavior.
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Affiliation(s)
- Ruth Albert-Lyons
- Department of Psychological and Brain Sciences, Dartmouth College, 6207 Moore Hall, Hanover, NH 03755, USA
| | - Selin Capan
- Department of Psychological and Brain Sciences, Dartmouth College, 6207 Moore Hall, Hanover, NH 03755, USA
| | - Ka H Ng
- Department of Psychological and Brain Sciences, Dartmouth College, 6207 Moore Hall, Hanover, NH 03755, USA
| | - Katherine M Nautiyal
- Department of Psychological and Brain Sciences, Dartmouth College, 6207 Moore Hall, Hanover, NH 03755, USA.
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2
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Norris MR, Becker LJ, Bilbily J, Chang YH, Borges G, Dunn SS, Madasu MK, Vazquez CR, Cariello SA, Al-Hasani R, Creed MC, McCall JG. Spared nerve injury decreases motivation in long-access homecage-based operant tasks in mice. Pain 2024; 165:1247-1265. [PMID: 38015628 PMCID: PMC11095834 DOI: 10.1097/j.pain.0000000000003123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 10/10/2023] [Indexed: 11/30/2023]
Abstract
ABSTRACT Neuropathic pain causes both sensory and emotional maladaptation. Preclinical animal studies of neuropathic pain-induced negative affect could result in novel insights into the mechanisms of chronic pain. Modeling pain-induced negative affect, however, is variable across research groups and conditions. The same injury may or may not produce robust negative affective behavioral responses across different species, strains, and laboratories. Here, we sought to identify negative affective consequences of the spared nerve injury model on C57BL/6J male and female mice. We found no significant effect of spared nerve injury across a variety of approach-avoidance conflict, hedonic choice, and coping strategy assays. We hypothesized these inconsistencies may stem in part from the short test duration of these assays. To test this hypothesis, we used the homecage-based Feeding Experimentation Device version 3 to conduct 12-hour, overnight progressive ratio testing to determine whether mice with chronic spared nerve injury had decreased motivation to earn palatable food rewards. Our data demonstrate that despite equivalent task learning, spared nerve injury mice are less motivated to work for a sugar pellet than sham controls. Furthermore, when we normalized behavioral responses across all the behavioral assays we tested, we found that a combined normalized behavioral score is predictive of injury state and significantly correlates with mechanical thresholds. Together, these results suggest that homecage-based operant behaviors provide a useful platform for modeling nerve injury-induced negative affect and that valuable pain-related information can arise from agglomerative data analyses across behavioral assays-even when individual inferential statistics do not demonstrate significant mean differences.
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Affiliation(s)
- Makenzie R. Norris
- Department of Anesthesiology, Washington University in St. Louis, St. Louis, MO, USA; Department of Pharmaceutical and Administrative Sciences, St. Louis College of Pharmacy, St. Louis, MO, USA; Center for Clinical Pharmacology, St. Louis College of Pharmacy and Washington University School of Medicine, St. Louis, MO, USA; Washington University Pain Center, Washington University in St. Louis, St. Louis, MO, USA
- Division of Biology and Biomedical Sciences, Washington University School of Medicine, St. Louis, MO, USA
| | - Léa J. Becker
- Department of Anesthesiology, Washington University in St. Louis, St. Louis, MO, USA; Department of Pharmaceutical and Administrative Sciences, St. Louis College of Pharmacy, St. Louis, MO, USA; Center for Clinical Pharmacology, St. Louis College of Pharmacy and Washington University School of Medicine, St. Louis, MO, USA; Washington University Pain Center, Washington University in St. Louis, St. Louis, MO, USA
| | - John Bilbily
- Department of Anesthesiology, Washington University in St. Louis, St. Louis, MO, USA; Department of Pharmaceutical and Administrative Sciences, St. Louis College of Pharmacy, St. Louis, MO, USA; Center for Clinical Pharmacology, St. Louis College of Pharmacy and Washington University School of Medicine, St. Louis, MO, USA; Washington University Pain Center, Washington University in St. Louis, St. Louis, MO, USA
- Department of Psychiatry, Washington University in St. Louis, St. Louis, MO, USA
| | - Yu-Hsuan Chang
- Department of Anesthesiology, Washington University in St. Louis, St. Louis, MO, USA; Department of Pharmaceutical and Administrative Sciences, St. Louis College of Pharmacy, St. Louis, MO, USA; Center for Clinical Pharmacology, St. Louis College of Pharmacy and Washington University School of Medicine, St. Louis, MO, USA; Washington University Pain Center, Washington University in St. Louis, St. Louis, MO, USA
- Division of Biology and Biomedical Sciences, Washington University School of Medicine, St. Louis, MO, USA
| | - Gustavo Borges
- Department of Anesthesiology, Washington University in St. Louis, St. Louis, MO, USA; Department of Pharmaceutical and Administrative Sciences, St. Louis College of Pharmacy, St. Louis, MO, USA; Center for Clinical Pharmacology, St. Louis College of Pharmacy and Washington University School of Medicine, St. Louis, MO, USA; Washington University Pain Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Samantha S. Dunn
- Department of Anesthesiology, Washington University in St. Louis, St. Louis, MO, USA; Department of Pharmaceutical and Administrative Sciences, St. Louis College of Pharmacy, St. Louis, MO, USA; Center for Clinical Pharmacology, St. Louis College of Pharmacy and Washington University School of Medicine, St. Louis, MO, USA; Washington University Pain Center, Washington University in St. Louis, St. Louis, MO, USA
- Division of Biology and Biomedical Sciences, Washington University School of Medicine, St. Louis, MO, USA
| | - Manish K. Madasu
- Department of Anesthesiology, Washington University in St. Louis, St. Louis, MO, USA; Department of Pharmaceutical and Administrative Sciences, St. Louis College of Pharmacy, St. Louis, MO, USA; Center for Clinical Pharmacology, St. Louis College of Pharmacy and Washington University School of Medicine, St. Louis, MO, USA; Washington University Pain Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Chayla R. Vazquez
- Department of Anesthesiology, Washington University in St. Louis, St. Louis, MO, USA; Department of Pharmaceutical and Administrative Sciences, St. Louis College of Pharmacy, St. Louis, MO, USA; Center for Clinical Pharmacology, St. Louis College of Pharmacy and Washington University School of Medicine, St. Louis, MO, USA; Washington University Pain Center, Washington University in St. Louis, St. Louis, MO, USA
- Division of Biology and Biomedical Sciences, Washington University School of Medicine, St. Louis, MO, USA
| | - Solana A. Cariello
- Department of Anesthesiology, Washington University in St. Louis, St. Louis, MO, USA; Department of Pharmaceutical and Administrative Sciences, St. Louis College of Pharmacy, St. Louis, MO, USA; Center for Clinical Pharmacology, St. Louis College of Pharmacy and Washington University School of Medicine, St. Louis, MO, USA; Washington University Pain Center, Washington University in St. Louis, St. Louis, MO, USA
| | - Ream Al-Hasani
- Department of Anesthesiology, Washington University in St. Louis, St. Louis, MO, USA; Department of Pharmaceutical and Administrative Sciences, St. Louis College of Pharmacy, St. Louis, MO, USA; Center for Clinical Pharmacology, St. Louis College of Pharmacy and Washington University School of Medicine, St. Louis, MO, USA; Washington University Pain Center, Washington University in St. Louis, St. Louis, MO, USA
- Division of Biology and Biomedical Sciences, Washington University School of Medicine, St. Louis, MO, USA
| | - Meaghan C. Creed
- Department of Anesthesiology, Washington University in St. Louis, St. Louis, MO, USA; Department of Pharmaceutical and Administrative Sciences, St. Louis College of Pharmacy, St. Louis, MO, USA; Center for Clinical Pharmacology, St. Louis College of Pharmacy and Washington University School of Medicine, St. Louis, MO, USA; Washington University Pain Center, Washington University in St. Louis, St. Louis, MO, USA
- Division of Biology and Biomedical Sciences, Washington University School of Medicine, St. Louis, MO, USA
- Department of Psychiatry, Washington University in St. Louis, St. Louis, MO, USA
| | - Jordan G. McCall
- Department of Anesthesiology, Washington University in St. Louis, St. Louis, MO, USA; Department of Pharmaceutical and Administrative Sciences, St. Louis College of Pharmacy, St. Louis, MO, USA; Center for Clinical Pharmacology, St. Louis College of Pharmacy and Washington University School of Medicine, St. Louis, MO, USA; Washington University Pain Center, Washington University in St. Louis, St. Louis, MO, USA
- Division of Biology and Biomedical Sciences, Washington University School of Medicine, St. Louis, MO, USA
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3
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Wong K, Wang ZC, Patarino M, Baskin B, Lee SJ, Schindler AG. Socially Integrated Polysubstance (SIP) system: An open-source solution for continuous monitoring of polysubstance fluid intake in group housed mice. ADDICTION NEUROSCIENCE 2023; 7:10.1016/j.addicn.2023.100101. [PMID: 37560335 PMCID: PMC10411158 DOI: 10.1016/j.addicn.2023.100101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 08/11/2023]
Abstract
Despite impressive results from neuroscience research using rodent models, there is a paucity of successful translation from preclinical findings to effective pharmacological interventions for treatment of substance use disorder (SUD) in humans. One potential reason for lack of translation from animal models is difficulty in accurately replicating the lived experience of people who use drugs. Aspects of substance use in humans that are often not modeled in animal research include but are not limited to 1) voluntary timing and frequency of substance intake, 2) social environment during substance use, and 3) access to multiple substances and multiple concentrations of each substance. Critically, existing commercial equipment that allows for social housing and voluntary polysubstance use (e.g., home cage monitoring system) is prohibitively expensive and no open-source solutions exist. With these goals in mind, here we detail development of the Socially Integrated Polysubstance (SIP) system, an open-source and lower cost solution that allows for group housed rodents to self-administer multiple substances with continuous monitoring and measurement. In our current setup, each SIP cage contains four drinking stations, and each station is equipped with a RFID sensor and sipper tube connected to a unique fluid reservoir. Using this system, we can track which animal (implanted with unique RFID transponder) visits which drinking location and the amount they drink during each visit (in 20 ul increments). Using four flavors of Kool-Aid, here we demonstrate that the SIP system is reliable and accurate with high temporal resolution for long term monitoring of substance intake and behavior tracking in a social environment. The SIP cage system is a first step towards designing an accessible and flexible rodent model of substance use that more closely resembles the experience of people who use drugs.
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Affiliation(s)
- Katrina Wong
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA 98195
- VA Northwest Geriatric Research Education and Clinical Center, VA Puget Sound Health Care System, Seattle, WA 98108, USA
| | - Ziheng Christina Wang
- VA Northwest Geriatric Research Education and Clinical Center, VA Puget Sound Health Care System, Seattle, WA 98108, USA
| | - Makenzie Patarino
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA 98195
- Graduate Program in Neuroscience, University of Washington, Seattle, WA, USA 98195
- VA Northwest Geriatric Research Education and Clinical Center, VA Puget Sound Health Care System, Seattle, WA 98108, USA
| | - Britahny Baskin
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA 98195
- Graduate Program in Neuroscience, University of Washington, Seattle, WA, USA 98195
- VA Northwest Geriatric Research Education and Clinical Center, VA Puget Sound Health Care System, Seattle, WA 98108, USA
| | - Suhjung Janet Lee
- VA Northwest Geriatric Research Education and Clinical Center, VA Puget Sound Health Care System, Seattle, WA 98108, USA
| | - Abigail G. Schindler
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA 98195
- Graduate Program in Neuroscience, University of Washington, Seattle, WA, USA 98195
- VA Northwest Geriatric Research Education and Clinical Center, VA Puget Sound Health Care System, Seattle, WA 98108, USA
- VA Northwest Mental Illness Research, Education, and Clinical Center, VA Puget Sound Health Care System, Seattle, WA 98108, USA
- Department of Medicine, University of Washington, Seattle, WA 98195, USA
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4
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De La Crompe B, Schneck M, Steenbergen F, Schneider A, Diester I. FreiBox: A Versatile Open-Source Behavioral Setup for Investigating the Neuronal Correlates of Behavioral Flexibility via 1-Photon Imaging in Freely Moving Mice. eNeuro 2023; 10:10/4/ENEURO.0469-22.2023. [PMID: 37105720 PMCID: PMC10166259 DOI: 10.1523/eneuro.0469-22.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 03/16/2023] [Accepted: 03/20/2023] [Indexed: 04/29/2023] Open
Abstract
To survive in a complex and changing environment, animals must adapt their behavior. This ability is called behavioral flexibility and is classically evaluated by a reversal learning paradigm. During such a paradigm, the animals adapt their behavior according to a change of the reward contingencies. To study these complex cognitive functions (from outcome evaluation to motor adaptation), we developed a versatile, low-cost, open-source platform, allowing us to investigate the neuronal correlates of behavioral flexibility with 1-photon calcium imaging. This platform consists of FreiBox, a novel low-cost Arduino behavioral setup, as well as further open-source tools, which we developed and integrated into our framework. FreiBox is controlled by a custom Python interface and integrates a new licking sensor (strain gauge lickometer) for controlling spatial licking behavioral tasks. In addition to allowing both discriminative and serial reversal learning, the Arduino can track mouse licking behavior in real time to control task events in a submillisecond timescale. To complete our setup, we also developed and validated an affordable commutator, which is crucial for recording calcium imaging with the Miniscope V4 in freely moving mice. Further, we demonstrated that FreiBox can be associated with 1-photon imaging and other open-source initiatives (e.g., Open Ephys) to form a versatile platform for exploring the neuronal substrates of licking-based behavioral flexibility in mice. The combination of the FreiBox behavioral setup and our low-cost commutator represents a highly competitive and complementary addition to the recently emerging battery of open-source initiatives.
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Affiliation(s)
- Brice De La Crompe
- Optophysiology-Optogenetics and Neurophysiology, University of Freiburg, 79110 Freiburg, Germany
- Institute of Biology III, Faculty of Biology, University of Freiburg, 79104 Freiburg, Germany
- Intelligent Machine-Brain Interfacing Technology (IMBIT)-BrainLinks-BrainTools, University of Freiburg, 79110 Freiburg, Germany
| | - Megan Schneck
- Optophysiology-Optogenetics and Neurophysiology, University of Freiburg, 79110 Freiburg, Germany
- Institute of Biology III, Faculty of Biology, University of Freiburg, 79104 Freiburg, Germany
- Intelligent Machine-Brain Interfacing Technology (IMBIT)-BrainLinks-BrainTools, University of Freiburg, 79110 Freiburg, Germany
| | - Florian Steenbergen
- Optophysiology-Optogenetics and Neurophysiology, University of Freiburg, 79110 Freiburg, Germany
- Institute of Biology III, Faculty of Biology, University of Freiburg, 79104 Freiburg, Germany
- Intelligent Machine-Brain Interfacing Technology (IMBIT)-BrainLinks-BrainTools, University of Freiburg, 79110 Freiburg, Germany
| | - Artur Schneider
- Optophysiology-Optogenetics and Neurophysiology, University of Freiburg, 79110 Freiburg, Germany
- Institute of Biology III, Faculty of Biology, University of Freiburg, 79104 Freiburg, Germany
- Intelligent Machine-Brain Interfacing Technology (IMBIT)-BrainLinks-BrainTools, University of Freiburg, 79110 Freiburg, Germany
| | - Ilka Diester
- Optophysiology-Optogenetics and Neurophysiology, University of Freiburg, 79110 Freiburg, Germany
- Institute of Biology III, Faculty of Biology, University of Freiburg, 79104 Freiburg, Germany
- Intelligent Machine-Brain Interfacing Technology (IMBIT)-BrainLinks-BrainTools, University of Freiburg, 79110 Freiburg, Germany
- Bernstein Center for Computational Neuroscience, University of Freiburg, 79104 Freiburg, Germany
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5
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Vassilev P, Fonseca E, Hernandez G, Pantoja-Urban AH, Giroux M, Nouel D, Van Leer E, Flores C. Custom-Built Operant Conditioning Setup for Calcium Imaging and Cognitive Testing in Freely Moving Mice. eNeuro 2022; 9:ENEURO.0430-21.2022. [PMID: 35105659 PMCID: PMC8856704 DOI: 10.1523/eneuro.0430-21.2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 01/11/2022] [Accepted: 01/14/2022] [Indexed: 11/21/2022] Open
Abstract
Operant chambers are widely used in animal research to study cognition, motivation, and learning processes. Paired with the rapidly developing technologies for brain imaging and manipulations of brain activity, operant conditioning chambers are a powerful tool for neuroscience research. The behavioral testing and imaging setups that are commercially available are often quite costly. Here, we present a custom-built operant chamber that can be constructed in a few days by an unexperienced user with relatively inexpensive, widely available materials. The advantages of our operant setup compared with other open-source and closed-source solutions are its relatively low cost, its support of complex behavioral tasks, its user-friendly setup, and its validated functionality with video imaging of behavior and calcium imaging using the UCLA Miniscope. Using this setup, we replicate our previously published findings showing that mice exposed to social defeat stress in adolescence have inhibitory control impairments in the Go/No-Go task when they reach adulthood. We also present calcium imaging data of medial prefrontal cortex (mPFC) neuronal activity acquired during Go/No-Go testing in freely moving mice and show that neuronal population activity increases from day 1 to day 14 of the task. We propose that our operant chamber is a cheaper alternative to its commercially available counterparts and offers a better balance between versatility and user-friendly setup than other open-source alternatives.
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Affiliation(s)
- Philip Vassilev
- Department of Psychiatry and Department of Neurology and Neurosurgery, McGill University, Montréal, QC, H3A 1A1, Canada
- Douglas Mental Health University Institute, Montreal, QC, H4H 1R3, Canada
| | - Esmeralda Fonseca
- Princeton Neuroscience Institute, Princeton University, Princeton, NJ 08540
| | - Giovanni Hernandez
- Douglas Mental Health University Institute, Montreal, QC, H4H 1R3, Canada
| | | | - Michel Giroux
- Douglas Mental Health University Institute, Montreal, QC, H4H 1R3, Canada
| | - Dominique Nouel
- Princeton Neuroscience Institute, Princeton University, Princeton, NJ 08540
| | - Elise Van Leer
- Douglas Mental Health University Institute, Montreal, QC, H4H 1R3, Canada
| | - Cecilia Flores
- Department of Psychiatry and Department of Neurology and Neurosurgery, McGill University, Montréal, QC, H3A 1A1, Canada
- Douglas Mental Health University Institute, Montreal, QC, H4H 1R3, Canada
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6
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Matikainen-Ankney BA, Earnest T, Ali M, Casey E, Wang JG, Sutton AK, Legaria AA, Barclay KM, Murdaugh LB, Norris MR, Chang YH, Nguyen KP, Lin E, Reichenbach A, Clarke RE, Stark R, Conway SM, Carvalho F, Al-Hasani R, McCall JG, Creed MC, Cazares V, Buczynski MW, Krashes MJ, Andrews ZB, Kravitz AV. An open-source device for measuring food intake and operant behavior in rodent home-cages. eLife 2021; 10:66173. [PMID: 33779547 PMCID: PMC8075584 DOI: 10.7554/elife.66173] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 03/26/2021] [Indexed: 01/26/2023] Open
Abstract
Feeding is critical for survival, and disruption in the mechanisms that govern food intake underlies disorders such as obesity and anorexia nervosa. It is important to understand both food intake and food motivation to reveal mechanisms underlying feeding disorders. Operant behavioral testing can be used to measure the motivational component to feeding, but most food intake monitoring systems do not measure operant behavior. Here, we present a new solution for monitoring both food intake and motivation in rodent home-cages: the Feeding Experimentation Device version 3 (FED3). FED3 measures food intake and operant behavior in rodent home-cages, enabling longitudinal studies of feeding behavior with minimal experimenter intervention. It has a programmable output for synchronizing behavior with optogenetic stimulation or neural recordings. Finally, FED3 design files are open-source and freely available, allowing researchers to modify FED3 to suit their needs.
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Affiliation(s)
| | - Thomas Earnest
- Department of Psychiatry, Washington University in St. LouisSt. LouisUnited States
| | - Mohamed Ali
- National Institute of Diabetes and Digestive and Kidney DiseasesBethesdaUnited States,Department of Bioengineering, University of MarylandCollege ParkUnited States
| | - Eric Casey
- Department of Psychiatry, Washington University in St. LouisSt. LouisUnited States
| | - Justin G Wang
- Department of Neuroscience, Washington University in St. LouisSt. LouisUnited States
| | - Amy K Sutton
- National Institute of Diabetes and Digestive and Kidney DiseasesBethesdaUnited States
| | - Alex A Legaria
- Department of Neuroscience, Washington University in St. LouisSt. LouisUnited States
| | - Kia M Barclay
- Department of Neuroscience, Washington University in St. LouisSt. LouisUnited States
| | - Laura B Murdaugh
- Department of Neuroscience, Virginia Polytechnic and State UniversityBlacksburgUnited States
| | - Makenzie R Norris
- Department of Neuroscience, Washington University in St. LouisSt. LouisUnited States,Center for Clinical Pharmacology, University of Health Sciences and PharmacySt. LouisUnited States
| | - Yu-Hsuan Chang
- Department of Neuroscience, Washington University in St. LouisSt. LouisUnited States
| | - Katrina P Nguyen
- National Institute of Diabetes and Digestive and Kidney DiseasesBethesdaUnited States
| | - Eric Lin
- Department of Psychiatry, Washington University in St. LouisSt. LouisUnited States
| | | | | | - Romana Stark
- Department of Physiology, Monash UniversityClaytonAustralia
| | - Sineadh M Conway
- Center for Clinical Pharmacology, University of Health Sciences and PharmacySt. LouisUnited States,Department of Anesthesiology, Washington University in St. LouisSt. LouisUnited States
| | | | - Ream Al-Hasani
- Center for Clinical Pharmacology, University of Health Sciences and PharmacySt. LouisUnited States,Department of Anesthesiology, Washington University in St. LouisSt. LouisUnited States
| | - Jordan G McCall
- Center for Clinical Pharmacology, University of Health Sciences and PharmacySt. LouisUnited States,Department of Anesthesiology, Washington University in St. LouisSt. LouisUnited States
| | - Meaghan C Creed
- Department of Psychiatry, Washington University in St. LouisSt. LouisUnited States,Department of Neuroscience, Washington University in St. LouisSt. LouisUnited States,Department of Anesthesiology, Washington University in St. LouisSt. LouisUnited States
| | - Victor Cazares
- Department of Psychology, Williams CollegeWilliamstownUnited States
| | - Matthew W Buczynski
- Department of Neuroscience, Virginia Polytechnic and State UniversityBlacksburgUnited States
| | - Michael J Krashes
- National Institute of Diabetes and Digestive and Kidney DiseasesBethesdaUnited States
| | - Zane B Andrews
- Department of Physiology, Monash UniversityClaytonAustralia
| | - Alexxai V Kravitz
- Department of Psychiatry, Washington University in St. LouisSt. LouisUnited States,Department of Neuroscience, Washington University in St. LouisSt. LouisUnited States,Department of Anesthesiology, Washington University in St. LouisSt. LouisUnited States
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