Evidence map›Paper›PMID 41611533›Full record

ArticleThe Journal of neuroscience : the official journal of the Society for Neuroscience2026

Causal Evidence for Prefrontal-Motor Coupling in Reward-Responsive Goal-Directed Behavior.

Justin Riddle, Lewis P Edwards, Moria Smoski, Crystal E Schiller, David R Rubinow, Flavio Frohlich

Abstract read
In one paragraph

Article in The Journal of neuroscience : the official journal of the Society for Neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Prefrontal Hierarchical Control of Corticomuscular Coherence in Stroke.IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society · 2026
    Article
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

6 authors.

Justin RiddleDepartment of Psychology, Florida State University, Tallahassee, Florida 32304 justin.riddle@fsu.edu Flavio_frohlich@med.unc.edu.ORCID 0000-0003-2251-3643
Lewis P EdwardsDepartment of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599.
Moria SmoskiDepartment of Psychiatry and Behavioral Sciences, Duke University, Durham, North Carolina 27708.
Crystal E SchillerDepartment of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599.
David R RubinowDepartment of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599.
Flavio FrohlichDepartment of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599 justin.riddle@fsu.edu Flavio_frohlich@med.unc.edu.ORCID 0000-0002-3724-5621

Funding

Causal investigation of the functional interactions of theta and alpha neural oscillations in output-gatingR01MH124387 · NIMH · UNIV OF NORTH CAROLINA CHAPEL HILL · PI FROHLICH, FLAVIO · 2021 to 2025
$3.4M
Causal role of delta-beta coupling for goal-directed behavior in anhedoniaR00MH126161 · NIMH · FLORIDA STATE UNIVERSITY · PI RIDDLE, JUSTIN M · 2023 to 2025
$747k
Causal role of delta-beta coupling for goal-directed behavior in anhedoniaK99MH126161 · NIMH · UNIV OF NORTH CAROLINA CHAPEL HILL · PI RIDDLE, JUSTIN M · 2021 to 2022
$184k
NIMH NIH HHS K99 MH126161NIMH NIH HHS R00 MH126161NIMH NIH HHS R01 MH124387
6 · The paper itself

Abstract

Interventions for major depressive disorder (MDD) using noninvasive brain stimulation often target the left lateral prefrontal cortex to reduce symptoms of anhedonia. However, the electrophysiological mechanism by which symptoms of anhedonia arise from dysfunction of the lateral prefrontal cortex is poorly understood. Furthermore, multiple constructs related to reward processing within the positive valence systems have been found to be blunted with anhedonia. To disentangle components of the positive valence systems, human participants with an active episode of MDD performed an adaptive version of the expenditure of effort for reward task (Adaptive-EEfRT) and three constructs of reward processing were investigated: effort motivation, reward valuation, and reward-responsive goal-directed behavior. Individual differences analysis revealed that symptoms of anhedonia were most strongly related to blunted reward-responsive goal-directed behavior. By recording electroencephalography (EEG), spectral analysis revealed that the amplitude of left prefrontal delta oscillations (2-3 Hz) increased with each reward construct and beta oscillations decreased over the motor cortex contralateral to the hand used for effort exertion. Phase-amplitude delta-beta coupling between the left prefrontal cortex and contralateral motor cortex was significantly increased for each reward construct. When cross-frequency transcranial alternating current stimulation (tACS) was delivered to 26 females and 9 males to mimic prefrontal-motor delta-beta coupling, only reward-responsive goal-directed behavior was improved relative to placebo and active-control tACS. These findings provide causal evidence that the left prefrontal cortex supports reward-responsive goal-directed behavior via cross-frequency coupling. Interventions for anhedonia that target the left prefrontal cortex might be improved by frequency-specific targeting of delta-beta coupling.

Indexed as

GoalsMajor Depressive DisorderMotor CortexPrefrontal CortexRewardAdultAnhedoniaElectroencephalographyFemaleHumansMaleMotivationTranscranial Direct Current StimulationYoung Adultanhedoniacross-frequency couplingdecision-makingelectroencephalographymajor depressive disordertranscranial alternating current stimulation

Identifiers

PMID41611533
PMCPMC12962779

What OpenQuestion holds

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Registered trials

None linked

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.