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Research Articles, Behavioral/Cognitive

Behavioral and Neural Signatures of Working Memory in Childhood

Monica D. Rosenberg, Steven A. Martinez, Kristina M. Rapuano, May I. Conley, Alexandra O. Cohen, M. Daniela Cornejo, Donald J. Hagler Jr, Wesley J. Meredith, Kevin M. Anderson, Tor D. Wager, Eric Feczko, Eric Earl, Damien A. Fair, Deanna M. Barch, Richard Watts and B.J. Casey
Journal of Neuroscience 24 June 2020, 40 (26) 5090-5104; DOI: https://doi.org/10.1523/JNEUROSCI.2841-19.2020
Monica D. Rosenberg
1Department of Psychology, University of Chicago, Chicago, IL 60637
2Department of Psychology, Yale University, New Haven, CT 06511
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Steven A. Martinez
2Department of Psychology, Yale University, New Haven, CT 06511
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Kristina M. Rapuano
2Department of Psychology, Yale University, New Haven, CT 06511
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May I. Conley
2Department of Psychology, Yale University, New Haven, CT 06511
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Alexandra O. Cohen
3Department of Psychology and Neural Science, New York University, New York, NY 10003
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M. Daniela Cornejo
4Department of Radiology, University of California, San Diego, San Diego, CA 92122
5Institute of Physics, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
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Donald J. Hagler Jr
4Department of Radiology, University of California, San Diego, San Diego, CA 92122
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Wesley J. Meredith
1Department of Psychology, University of Chicago, Chicago, IL 60637
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Kevin M. Anderson
2Department of Psychology, Yale University, New Haven, CT 06511
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Tor D. Wager
6Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO 80302
7Department of Psychological and Brain Sciences, Dartmouth College, Hanover, NH 03755
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Eric Feczko
8Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, OR 97239
9Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, OR 97239
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Eric Earl
8Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, OR 97239
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Damien A. Fair
8Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, OR 97239
10Department of Psychiatry, Oregon Health & Science University, Portland, OR 97239
11Advanced Imaging Research Center, Oregon Health & Science University, Portland, OR 97239
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Deanna M. Barch
12Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO 63130
13Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110
14Department of Radiology, Washington University School of Medicine,St. Louis, MO 63110
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Richard Watts
2Department of Psychology, Yale University, New Haven, CT 06511
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B.J. Casey
2Department of Psychology, Yale University, New Haven, CT 06511
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Article Information

DOI 
https://doi.org/10.1523/JNEUROSCI.2841-19.2020
PubMed 
32451322
Published By 
Society for Neuroscience
History 
  • Received November 20, 2019
  • Revision received April 17, 2020
  • Accepted April 21, 2020
  • First published May 25, 2020.
  • Version of record published June 24, 2020.
Copyright & Usage 
Copyright © 2020 the authors

Author Information

  1. Monica D. Rosenberg1,2,
  2. Steven A. Martinez2,
  3. Kristina M. Rapuano2,
  4. May I. Conley2,
  5. Alexandra O. Cohen3,
  6. M. Daniela Cornejo4,5,
  7. Donald J. Hagler Jr4,
  8. Wesley J. Meredith1,
  9. Kevin M. Anderson2,
  10. Tor D. Wager6,7,
  11. Eric Feczko8,9,
  12. Eric Earl8,
  13. Damien A. Fair8,10,11,
  14. Deanna M. Barch12,13,14,
  15. Richard Watts2, and
  16. B.J. Casey2
  1. 1Department of Psychology, University of Chicago, Chicago, IL 60637
  2. 2Department of Psychology, Yale University, New Haven, CT 06511
  3. 3Department of Psychology and Neural Science, New York University, New York, NY 10003
  4. 4Department of Radiology, University of California, San Diego, San Diego, CA 92122
  5. 5Institute of Physics, Pontificia Universidad Católica de Chile, Santiago 8331150, Chile
  6. 6Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO 80302
  7. 7Department of Psychological and Brain Sciences, Dartmouth College, Hanover, NH 03755
  8. 8Department of Behavioral Neuroscience, Oregon Health & Science University, Portland, OR 97239
  9. 9Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, OR 97239
  10. 10Department of Psychiatry, Oregon Health & Science University, Portland, OR 97239
  11. 11Advanced Imaging Research Center, Oregon Health & Science University, Portland, OR 97239
  12. 12Department of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO 63130
  13. 13Department of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110
  14. 14Department of Radiology, Washington University School of Medicine,St. Louis, MO 63110
View Full Text

Author contributions

  1. Author contributions: M.D.R., R.W., and B.J.C. designed research; S.A.M., M.I.C., M.D.C., D.J.H., and R.W. performed research; M.D.R., K.M.R., A.O.C., M.D.C., D.J.H., K.M.A., T.D.W., E.F., E.E., D.A.F., D.M.B., R.W., and B.J.C. contributed unpublished reagents/analytic tools; M.D.R., S.A.M., W.J.M., and R.W. analyzed data;M.D.R., wrote the paper with contributions from B.J.C. and all authors.

Disclosures

    • Received November 20, 2019.
    • Revision received April 17, 2020.
    • Accepted April 21, 2020.
  • This work was supported in part by National Institutes of Health (NIH) Grants U01 DA041174 (to B.J.C.), U01 DA041120 (to D.M.B.), U01 DA041148 (to D.A.F.), and U24 DA041123 (to B.J.C., M.D.C., D.J.H.) and by the National Science Foundation Grant 1714321 (to A.O.C.). The ABCD Study is supported by the NIH and additional federal partners Grants U01DA041022, U01DA041028, U01DA041048, U01DA041089, U01DA041106, U01DA041117, U01DA041120, U01DA041134, U01DA041148, U01DA041156, U01DA041174, U24DA041123, and U24DA041147. A full list of supporters is available at https://abcdstudy.org/federal-partners/. The funders had no role in study design, data collection and analysis, decision to publish or preparation of the manuscript.

  • The ABCD data repository grows and changes over time. The ABCD data used in this report came from National Institute of Mental Health Data Archive DOI 10.15154/1504041. DOIs can be found at https://nda.nih.gov/study.html?id=721.

  • Data used in the preparation of this article were obtained from the ABCD Study (https://abcdstudy.org), held in the National Institute of Mental Health Data Archive (NDA). This is a multisite, longitudinal study designed to recruit more than 10,000 children age 9–10 and follow them over 10 years into early adulthood. A listing of participating sites and a complete listing of the study investigators can be found at https://abcdstudy.org/principal-investigators. ABCD consortium investigators designed and implemented the study and/or provided data but did not necessarily participate in analysis or writing of this report. This report reflects the views of the authors and may not reflect the opinions or views of the NIH or ABCD consortium investigators.

  • The authors declare no competing financial interests.

  • Correspondence should be addressed to Monica D. Rosenberg at mdrosenberg{at}uchicago.edu or B.J. Casey at bj.casey{at}yale.edu

Funding

  • NIMH

    U01 DA041174; U01 DA041120; U01 DA041148; U24 DA041123
  • NSF

    1714321

Other Version

  • previous version (May 25, 2020).
  • You are viewing the most recent version of this article.

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May 20201418058
Jun 20203844123228
Jul 20209459469
Aug 20204097148
Sep 20206826056
Oct 20204894238
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Dec 20202336688
Total 20208311496613
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Jul 202156147107
Aug 20213813986
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Total 202170322721313
Jan 20226115663
Feb 202253213128
Mar 202262268144
Apr 20225326998
May 202250154112
Jun 2022328169
Jul 20223711665
Aug 20224610290
Sep 20225915588
Oct 20225613775
Nov 2022142813
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Total 2023121354260
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The Journal of Neuroscience: 40 (26)
Journal of Neuroscience
Vol. 40, Issue 26
24 Jun 2020
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Behavioral and Neural Signatures of Working Memory in Childhood
Monica D. Rosenberg, Steven A. Martinez, Kristina M. Rapuano, May I. Conley, Alexandra O. Cohen, M. Daniela Cornejo, Donald J. Hagler Jr, Wesley J. Meredith, Kevin M. Anderson, Tor D. Wager, Eric Feczko, Eric Earl, Damien A. Fair, Deanna M. Barch, Richard Watts, B.J. Casey
Journal of Neuroscience 24 June 2020, 40 (26) 5090-5104; DOI: 10.1523/JNEUROSCI.2841-19.2020

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Behavioral and Neural Signatures of Working Memory in Childhood
Monica D. Rosenberg, Steven A. Martinez, Kristina M. Rapuano, May I. Conley, Alexandra O. Cohen, M. Daniela Cornejo, Donald J. Hagler Jr, Wesley J. Meredith, Kevin M. Anderson, Tor D. Wager, Eric Feczko, Eric Earl, Damien A. Fair, Deanna M. Barch, Richard Watts, B.J. Casey
Journal of Neuroscience 24 June 2020, 40 (26) 5090-5104; DOI: 10.1523/JNEUROSCI.2841-19.2020
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Keywords

  • development
  • fMRI
  • frontoparietal
  • n-back
  • working memory

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