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Sex and age differences in brain metabolism and cognition in adolescents.

Overview

Authors: Anjali Balaganesh1, Taylor M. Zuleger2,3,4,5, Zexuan Liu1, Jed A. Diekfuss2,3,4,5, Jonathan A. Dudley6, Weihong Yuan6,7, Kim D. Barber Foss2,3,4, Kim M. Cecil6,7, Scott Bonnette8, Gregory D. Myer2,3,4,5, Candace C. Fleischer1,9
  1. Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, United States
  2. Emory Sports Performance and Research Center (SPARC), Flowery Branch, GA, United States
  3. Emory Sports Medicine Center, Atlanta, GA, United States
  4. Department of Orthopaedics, Emory University School of Medicine, Atlanta, GA, United States
  5. Department of Veterans Affairs, Atlanta VA Medical Center, Decatur, GA, United States
  6. Department of Radiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
  7. Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH, United States
  8. Division of Sports Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
  9. Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA, United States
Institutions: Georgia Institute of Technology (United States); Emory University (United States); Atlanta VA Medical Center (United States); Cincinnati Children's Hospital Medical Center (United States); University of Cincinnati (United States)
Journal: Imaging neuroscience (Cambridge, Mass.), volume 4, article IMAG.a.1159
Dates: received 12 June 2025; accepted 8 February 2026; published online 9 March 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1162/imag.a.1159 · PMID 41816004 · PMCID PMC12973075 · OpenAlex W7129444386
Open access: diamond, a free copy (OpenAlex)
Status: code on request
Categories: structural MRI / diffusion (modality), human (organism)
Methods: Statistics, fMRI & imaging
Keywords: magnetic resonance spectroscopy, adolescence, brain development, brain metabolites, cognition
Topic: Advanced MRI Techniques and Applications (Radiology, Nuclear Medicine and Imaging, Medicine), according to OpenAlex
Funding: NIH (DP2NS127704)
Citations: not cited yet (Europe PMC); 71 references in the paper

Abstract

Adolescence is a period of neural development, marked by maturation of brain structure and function. While sex- and age-related markers of structural brain development are documented, neurochemical and cognitive changes are less understood. Our goal was to evaluate neurochemistry and cognition in adolescents as a function of sex and age. Magnetic resonance spectroscopy quantified brain metabolites, and attention networking, digital trail making, and cued task switching tests measured cognition in 354 healthy adolescents. Groupwise comparisons and linear regressions evaluated sex- and age-related effects, respectively. Males were differentiated from females in cognitive performance and brain metabolite concentrations, including myo-inositol, glutamate + glutamine (Glx), N-acetylaspartate, and creatine. Males performed tasks with faster speed while females demonstrated better accuracy. Decreases in Glx concentration and faster reaction times were associated with increasing age, indicative of maturing brain function during adolescence. These findings highlight adolescence as a period of active brain development.

Reproduced under the paper's license (CC BY), from the paper cited above.

Code

The paper says that its authors' code is available on request: it was not published with the paper, so there is nothing to verify.

The paper's code and data availability statement is in the Data section.

Tracing map

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Data

No dataset and no data link were found in the paper.

Data and Code Availability

Compiled data used to perform the analyses will be made available upon reasonable request to the corresponding author and after a data-sharing agreement is executed. No original code was developed to conduct this study other than to perform standard statistical analysis.

Reproduced under the paper's license (CC BY), from the paper cited above.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 1, 30 September 2026: the first record

Recorded: type, language, journal, volume, pages, dates, 11 authors, 5 keywords, 1 funder, 71 references.

Cite

This paper

Balaganesh, A., Zuleger, T. M., Liu, Z., Diekfuss, J. A., Dudley, J. A., Yuan, W., Barber Foss, K. D., Cecil, K. M., Bonnette, S., Myer, G. D., & Fleischer, C. C. (2026). Sex and age differences in brain metabolism and cognition in adolescents. Imaging neuroscience (Cambridge, Mass.), 4, IMAG.a.1159. https://doi.org/10.1162/imag.a.1159

BibTeX

@article{balaganesh2026sex,
author = {Balaganesh, Anjali and Zuleger, Taylor M. and Liu, Zexuan and Diekfuss, Jed A. and Dudley, Jonathan A. and Yuan, Weihong and Barber Foss, Kim D. and Cecil, Kim M. and Bonnette, Scott and Myer, Gregory D. and Fleischer, Candace C.},
title = {{Sex and age differences in brain metabolism and cognition in adolescents}},
journal = {Imaging neuroscience (Cambridge, Mass.)},
year = {2026},
month = mar,
volume = {4},
pages = {IMAG.a.1159},
publisher = {MIT Press},
issn = {2837-6056},
doi = {10.1162/imag.a.1159},
url = {https://doi.org/10.1162/imag.a.1159},
pmid = {41816004},
pmcid = {PMC12973075}
}

RIS

TY - JOUR
AU - Balaganesh, Anjali
AU - Zuleger, Taylor M.
AU - Liu, Zexuan
AU - Diekfuss, Jed A.
AU - Dudley, Jonathan A.
AU - Yuan, Weihong
AU - Barber Foss, Kim D.
AU - Cecil, Kim M.
AU - Bonnette, Scott
AU - Myer, Gregory D.
AU - Fleischer, Candace C.
TI - Sex and age differences in brain metabolism and cognition in adolescents
T2 - Imaging neuroscience (Cambridge, Mass.)
J2 - Imaging Neurosci (Camb)
PY - 2026
DA - 2026/03/09
VL - 4
SP - IMAG.a.1159
SN - 2837-6056
PB - MIT Press
DO - 10.1162/imag.a.1159
UR - https://doi.org/10.1162/imag.a.1159
LA - en
ER -

CSL-JSON

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