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Research ArticleResearch Article: New Research, Cognition and Behavior

Differences in Discounting Behavior and Brain Responses for Food and Money Reward

M. Markman, E. Saruco, S. Al-Bas, B. A. Wang, J. Rose, K. Ohla, S. Xue Li Lim, D. Schicker, J. Freiherr, M. Weygandt, Q. Rramani, B. Weber, J. Schultz and B. Pleger
eNeuro 3 April 2024, 11 (4) ENEURO.0153-23.2024; https://doi.org/10.1523/ENEURO.0153-23.2024
M. Markman
1Department of Neurology, BG University Clinic Bergmannsheil, Ruhr-University Bochum, Bochum 44869, Germany
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  • ORCID record for M. Markman
E. Saruco
1Department of Neurology, BG University Clinic Bergmannsheil, Ruhr-University Bochum, Bochum 44869, Germany
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S. Al-Bas
1Department of Neurology, BG University Clinic Bergmannsheil, Ruhr-University Bochum, Bochum 44869, Germany
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B. A. Wang
1Department of Neurology, BG University Clinic Bergmannsheil, Ruhr-University Bochum, Bochum 44869, Germany
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J. Rose
2Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr-University Bochum, Bochum 44801, Germany
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K. Ohla
3Firmenich SA, Satigny 1242, Switzerland
4NutriAct-Competence Cluster Nutrition Research Berlin-Potsdam, Nuthetal 14558, Germany
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S. Xue Li Lim
4NutriAct-Competence Cluster Nutrition Research Berlin-Potsdam, Nuthetal 14558, Germany
5Cognitive Neuroscience (INM-3), Institute of Neuroscience and Medicine, Research Center Jülich, Jülich 52428, Germany
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D. Schicker
6Sensory Analytics & Technologies, Fraunhofer Institute for Process Engineering and Packaging IVV, Freising 85354, Germany
7Department of Psychiatry and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen 91054, Germany
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J. Freiherr
6Sensory Analytics & Technologies, Fraunhofer Institute for Process Engineering and Packaging IVV, Freising 85354, Germany
7Department of Psychiatry and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen 91054, Germany
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M. Weygandt
8Experimental and Clinical Research Center, a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité Universitätsmedizin Berlin, Berlin 10115, Germany
9Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Experimental and Clinical Research Center, Berlin 13125, Germany
10Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin 13125, Germany
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Q. Rramani
11Center for Economics and Neuroscience (CENs), University of Bonn, Bonn 53113, Germany
12Institute of Experimental Epileptology and Cognition Research (IEECR), University of Bonn, Bonn 53127, Germany
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B. Weber
11Center for Economics and Neuroscience (CENs), University of Bonn, Bonn 53113, Germany
12Institute of Experimental Epileptology and Cognition Research (IEECR), University of Bonn, Bonn 53127, Germany
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J. Schultz
11Center for Economics and Neuroscience (CENs), University of Bonn, Bonn 53113, Germany
12Institute of Experimental Epileptology and Cognition Research (IEECR), University of Bonn, Bonn 53127, Germany
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B. Pleger
1Department of Neurology, BG University Clinic Bergmannsheil, Ruhr-University Bochum, Bochum 44869, Germany
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Article Information

DOI 
https://doi.org/10.1523/ENEURO.0153-23.2024
PubMed 
38569920
Published By 
Society for Neuroscience
History 
  • Received May 10, 2023
  • Revision received February 15, 2024
  • Accepted February 25, 2024
  • Published online April 3, 2024.
Copyright & Usage 
Copyright © 2024 Markman et al. This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license, which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.

Author Information

  1. M. Markman1,*,
  2. E. Saruco1,*,
  3. S. Al-Bas1,*,
  4. B. A. Wang1,
  5. J. Rose2,
  6. K. Ohla3,4,
  7. S. Xue Li Lim4,5,
  8. D. Schicker6,7,
  9. J. Freiherr6,7,
  10. M. Weygandt8,9,10,
  11. Q. Rramani11,12,
  12. B. Weber11,12,
  13. J. Schultz11,12 and
  14. B. Pleger1
  1. 1Department of Neurology, BG University Clinic Bergmannsheil, Ruhr-University Bochum, Bochum 44869, Germany
  2. 2Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr-University Bochum, Bochum 44801, Germany
  3. 3Firmenich SA, Satigny 1242, Switzerland
  4. 4NutriAct-Competence Cluster Nutrition Research Berlin-Potsdam, Nuthetal 14558, Germany
  5. 5Cognitive Neuroscience (INM-3), Institute of Neuroscience and Medicine, Research Center Jülich, Jülich 52428, Germany
  6. 6Sensory Analytics & Technologies, Fraunhofer Institute for Process Engineering and Packaging IVV, Freising 85354, Germany
  7. 7Department of Psychiatry and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen 91054, Germany
  8. 8Experimental and Clinical Research Center, a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité Universitätsmedizin Berlin, Berlin 10115, Germany
  9. 9Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Experimental and Clinical Research Center, Berlin 13125, Germany
  10. 10Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin 13125, Germany
  11. 11Center for Economics and Neuroscience (CENs), University of Bonn, Bonn 53113, Germany
  12. 12Institute of Experimental Epileptology and Cognition Research (IEECR), University of Bonn, Bonn 53127, Germany
  1. Correspondence should be addressed to B. Pleger at burkhard.v.pleger{at}rub.de.
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Author contributions

  1. Author contributions: E.S., S.A.-B., B.A.W., J.R., K.O., S.X.L.L., D.S., J.F., M.W., Q.R., B.W., J.S., and B.P. designed research; M.M., E.S., and S.A.-B., performed research; M.M., S.A.-B., and B.P. analyzed data; M.M., E.S., S.A.-B., B.A.W., J.R., K.O., S.X.L.L., D.S., J.F., M.W., Q.R., B.W., J.S., and B.P. wrote the paper.

Disclosures

  • The authors declare no competing financial interests.

  • This study was supported by the German Research Foundation (DFG) Project no. 122679504, SFB 874 “Integration and Representation of Sensory Processes,” TP 10, to B.A.W. and B.P.; the SFB 1052 Obesity Mechanisms (University of Leipzig), project TP 6, to B.P.; the DFG project PL602/6-1 “Prefrontal-thalamic control of cognitive flexibility—from mice to humans,” to B.P.; the FoRUM grant F971-2019 and “ImpMemLern”, medical faculty of the Ruhr-University Bochum to B.P.; the German Federal Ministry of Education and Research (BMBF) IFB Adiposity Diseases (Leipzig) to B.P.; and the Enable to J.F., DietBB to B.W., NutriAct to K.O., and nutriCARD to B.P., Grant no. 01EA1807G and 01E1809B, Germany, FKZ: 01E01001.

  • ↵*M.M., E.S., and S.A.-B., contributed equally to this work.

Funding

  • RUB | Medizinische Fakultät, Ruhr-Universität Bochum (Faculty of Medicine at Ruhr-Universität Bochum)

    F971-2019
  • Bundesministerium für Bildung und Forschung (BMBF)

    01EA1807G; 01E1809B; 01E01001
  • Deutsche Forschungsgemeinschaft (DFG)

    SFB 1052; SFB 874; PL602/6-1

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Differences in Discounting Behavior and Brain Responses for Food and Money Reward
M. Markman, E. Saruco, S. Al-Bas, B. A. Wang, J. Rose, K. Ohla, S. Xue Li Lim, D. Schicker, J. Freiherr, M. Weygandt, Q. Rramani, B. Weber, J. Schultz, B. Pleger
eNeuro 3 April 2024, 11 (4) ENEURO.0153-23.2024; DOI: 10.1523/ENEURO.0153-23.2024

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Differences in Discounting Behavior and Brain Responses for Food and Money Reward
M. Markman, E. Saruco, S. Al-Bas, B. A. Wang, J. Rose, K. Ohla, S. Xue Li Lim, D. Schicker, J. Freiherr, M. Weygandt, Q. Rramani, B. Weber, J. Schultz, B. Pleger
eNeuro 3 April 2024, 11 (4) ENEURO.0153-23.2024; DOI: 10.1523/ENEURO.0153-23.2024
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Keywords

  • attribute-wise models
  • computational modeling
  • delay discounting
  • neuroimaging
  • option-based models
  • primary and secondary reward

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