Evidence map›Paper›PMID 35861807›Full record

ArticleClinical EEG and neuroscience2023

Mental Activity as the Bridge between Neural Biomarkers and Symptoms of Psychiatric Illness.

Justin Riddle, Flavio Frohlich

Abstract read
In one paragraph

Article in Clinical EEG and neuroscience, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Causal Evidence for Prefrontal-Motor Coupling in Reward-Responsive Goal-Directed Behavior.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026
    Article
  3. 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

2 authors.

Justin RiddleDepartment of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Flavio FrohlichDepartment of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.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
Targeted circuit modulation to delineate the causal role of oscillatory interactions in top-down networks of cognitive controlR01MH122477 · NIMH · UNIV OF NORTH CAROLINA CHAPEL HILL · PI FROHLICH, FLAVIO · 2020 to 2024
$1.9M
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 R01 MH122477NIMH NIH HHS R01 MH124387
6 · The paper itself

Abstract

The Research Domain Criteria (RDoC) initiative challenges researchers to build neurobehavioral models of psychiatric illness with the hope that such models identify better targets that will yield more effective treatment. However, a guide for building such models was not provided and symptom heterogeneity within Diagnostic Statistical Manual categories has hampered progress in identifying endophenotypes that underlie mental illness. We propose that the best chance to discover viable biomarkers and treatment targets for psychiatric illness is to investigate a triangle of relationships: severity of a specific psychiatric symptom that correlates to mental activity that correlates to a neural activity signature. We propose that this is the minimal model complexity required to advance the field of psychiatry. With an understanding of how neural activity relates to the experience of the patient, a genuine understanding for how treatment imparts its therapeutic effect is possible. After the discovery of this three-fold relationship, causal testing is required in which the neural activity pattern is directly enhanced or suppressed to provide causal, instead of just correlational, evidence for the biomarker. We suggest using non-invasive brain stimulation (NIBS) as these techniques provide tools to precisely manipulate spatial and temporal activity patterns. We detail how this approach enabled the discovery of two orthogonal electroencephalography (EEG) activity patterns associated with anhedonia and anxiosomatic symptoms in depression that can serve as future treatment targets. Altogether, we propose a systematic approach for building neurobehavioral models for dimensional psychiatry.

Indexed as

Mental DisordersPsychiatryBiomarkersElectroencephalographyHumansBiomarkerscausal validationdimensionality reductionneurobehavioral modelRDoCsymptom dimensions

Identifiers

PMID35861807
PMCPMC10311940

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.