Evidence map›Paper›PMID 41648109›Full record

ArticlebioRxiv : the preprint server for biology2026

Brain organization of a memory champion.

Roselyne J Chauvin, Annie Zheng, Athanasia Metoki, Samuel R Krimmel, Ashley Nielsen, Anxu Wang, Philip N Cho, Noah J Baden, Daniel Bower, Kristen M Scheidter and 14 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

24 authors.

Roselyne J ChauvinDepartment of Neurology, Washington University School of Medicine, St. Louis, MO 63110.ORCID 0000-0001-5786-4705
Annie ZhengDepartment of Neurology, Washington University School of Medicine, St. Louis, MO 63110.ORCID 0000-0002-8047-9458
Athanasia MetokiDepartment of Neurology, Washington University School of Medicine, St. Louis, MO 63110.
Samuel R KrimmelDepartment of Neurology, Washington University School of Medicine, St. Louis, MO 63110.
Ashley NielsenDepartment of Neurology, Washington University School of Medicine, St. Louis, MO 63110.
Anxu WangDepartment of Neurology, Washington University School of Medicine, St. Louis, MO 63110.
Philip N ChoDepartment of Neurology, Washington University School of Medicine, St. Louis, MO 63110.
Noah J BadenDepartment of Neurology, Washington University School of Medicine, St. Louis, MO 63110.
Daniel BowerDepartment of Neurology, Washington University School of Medicine, St. Louis, MO 63110.
Kristen M ScheidterDepartment of Neurology, Washington University School of Medicine, St. Louis, MO 63110.
Julia S MonkDepartment of Neurology, Washington University School of Medicine, St. Louis, MO 63110.
Forrest I WhitingDepartment of Neurology, Washington University School of Medicine, St. Louis, MO 63110.
Babatunde AdeyemoDepartment of Neurology, Washington University School of Medicine, St. Louis, MO 63110.
Scott MarekAllied Labs for Imaging Guided Neurotherapies (ALIGN), Washington University School of Medicine, St. Louis, MO, USA.ORCID 0000-0003-0032-9052
Benjamin P KayDepartment of Neurology, Washington University School of Medicine, St. Louis, MO 63110.
Abraham Z SnyderDepartment of Neurology, Washington University School of Medicine, St. Louis, MO 63110.
Henry L RoedigerDepartment of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, MO, USA.
Kathleen McDermottMallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO 63110.
Steven M NelsonMasonic Institute for the Developing Brain, University of Minnesota Medical School, Minneapolis, MN, USA.
Adrian W GilmoreDepartment of Psychological and Brain Sciences, University of Delaware, Newark, DE, 19716, United States of America.ORCID 0000-0001-8910-5009
Deanna M BarchDepartment of Psychiatry, Washington University School of Medicine, St. Louis, MO 63110.
Timothy O LaumannAllied Labs for Imaging Guided Neurotherapies (ALIGN), Washington University School of Medicine, St. Louis, MO, USA.
Evan M GordonAllied Labs for Imaging Guided Neurotherapies (ALIGN), Washington University School of Medicine, St. Louis, MO, USA.
Nico U F DosenbachDepartment of Neurology, Washington University School of Medicine, St. Louis, MO 63110.

Funding

Child Neurologist Career Development Program (CNCDP)K12NS098482 · NINDS · HUGO W. MOSER RES INST KENNEDY KRIEGER · PI SCHLAGGAR, BRADLEY L · 2016 to 2025
$26.2M
Identification of outcome-based sub-populations using deep phenotyping and precision functional mapping across ADHD and ASDR01MH096773 · NIMH · UNIVERSITY OF MINNESOTA · PI DOSENBACH, NICO, FAIR, DAMIEN A · 2012 to 2024
$9.4M
BIOMEDICAL RESEARCH TRAINING IN DRUG ABUSET32DA007261 · NIDA · WASHINGTON UNIVERSITY · PI ARPANA AGRAWAL, Jose A Moron-Concepcion · 1991 to 2026
$8.8M
Motion-robust brain MRI for infantsR44MH124567 · NIMH · TURING MEDICAL TECHNOLOGIES INC · PI BERTOLERO, MAXWELL, FAIR, DAMIEN A · 2020 to 2023
$7.3M
Visual biofeedback to reduce head motion during MRI scansR44MH122066 · NIMH · TURING MEDICAL TECHNOLOGIES INC · PI BRUENER, KEN, FAIR, DAMIEN A · 2019 to 2022
$6.2M
Solving the MRI motion problem with Framewise Integrated Real-Time MRI Monitoring (FIRMM) softwareR44MH121276 · NIMH · TURING MEDICAL TECHNOLOGIES INC · PI FAIR, DAMIEN A, ROTHNEY, MEGAN PEARL · 2020 to 2023
$5.4M
Behavioral feedback and rewards for improving functional brain mapping in presurgical pediatric patientsR44NS129521 · NINDS · TURING MEDICAL TECHNOLOGIES INC · PI FAIR, DAMIEN A, KING, KEVIN · 2022 to 2025
$3.7M
HIGH PERFORMANCE BIOMEDICAL IMAGING COMPUTER RESOURCESS10RR022984 · NCRR · WASHINGTON UNIVERSITY · PI PRIOR, FRED WILLIAM · 2009 to 2009
$1.9M
Precision mapping of Parkinson's Disease pathophysiology in the Somato-Cognitive Action Network’s DBS targetsR01NS140256 · NINDS · WASHINGTON UNIVERSITY · PI Nico Dosenbach, Evan M. Gordon · 2025 to 2026
$1.2M
Concussion and Attention-Deficit/Hyperactivity Disorder: Investigating the relationship between cognitive outcome, prescription stimulants, and functional MRI biomarkers in the ABCD study.K23NS123345 · NINDS · WASHINGTON UNIVERSITY · PI Benjamin Paul Kay · 2022 to 2026
$948k
PEDIATRIC BRAIN INJURY RECOVERY VIA USE-DRIVEN FUNCTIONAL NETWORK REORGANIZATIONK23NS088590 · NINDS · WASHINGTON UNIVERSITY · PI DOSENBACH, NICO · 2015 to 2019
$886k
Precision Functional Mapping in Treatment-Resistant DepressionR00MH129616 · NIMH · WASHINGTON UNIVERSITY · PI TIMOTHY OTTO LAUMANN · 2024 to 2026
$747k
NCRR NIH HHS S10 RR022984NIDA NIH HHS T32 DA007261NIH HHS S10 OD018091NIH HHS S10 OD025200NIMH NIH HHS K99 MH129616NIMH NIH HHS R00 MH129616NIMH NIH HHS R01 MH096773NIMH NIH HHS R44 MH121276NIMH NIH HHS R44 MH122066NIMH NIH HHS R44 MH124567NINDS NIH HHS K12 NS098482NINDS NIH HHS K23 NS088590NINDS NIH HHS K23 NS123345NINDS NIH HHS R01 NS140256NINDS NIH HHS R44 NS129521
6 · The paper itself

Abstract

Memory athletes can achieve superior performance (e.g., memorizing 339 digits in 5 minutes) with extensive daily training, by converting abstract information into vivid scenes, and placing them along a mental path, that is later retraced (Method of Loci). Understanding the brain mechanisms underlying such training-derived mastery would increase our understanding of the brain's memory systems and could suggest novel approaches to improving cognition in other domains. As memory athletes use personalized training techniques, it has been challenging to study them with standard group paradigms. Fortunately, precision functional mapping (PFM) enables detailed investigation of individual brains through repeated sampling of resting-state functional connectivity and task fMRI. Here, we precisely mapped the brain organization of a 6-time U.S. Memory Champion (>13 hours fMRI). Relative to controls, the Memory Champion's network functional connectivity (FC) was strengthened with the retrosplenial, extrastriate visual, and dorsal frontal cortex (area 55b), as well as with the caudate nucleus. The Memory Champion had modules related to scene and semantic processing not seen in controls, alongside stronger connectivity between the caudate and classical memory networks. During rote memorization, the Champion's task fMRI patterns were typical, with the hippocampus active during encoding. This pattern was reversed when he used his Method of Loci technique, with greater hippocampal activity during recall than encoding. Hence, intense practice at converting abstract information into more memorable formats can develop a procedural memory skill that utilizes brain regions typically reserved for navigation, language, social cognition, and associative learning.

Identifiers

PMID41648109
PMCPMC12871203

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.