Evidence map›Paper›PMID 39911692›Full record

ArticleNature. Mental health2024

A cognitive neural circuit biotype of depression showing functional and behavioral improvement after transcranial magnetic stimulation in the B-SMART-fMRI trial.

Leonardo Tozzi, Claire Bertrand, Laura Michele Hack, Timothy Lyons, Alisa Marie Olmsted, Divya Rajasekharan, TeChieh Chen, Yosef A Berlow, Jerome A Yesavage, Kelvin Lim and 4 more

Abstract read
In one paragraph

Article in Nature. Mental health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing 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

17 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Trials, trips, and tribulations: pathways for implementing psychedelic therapy in Ireland.The international journal of neuropsychopharmacology · 2026
    Review
  5. Distinct Biotypes of Visual Perception in Major Depressive Disorder.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  6. Review
  7. Network-based analysis of differential white matter connectivity in major depressive disorder with and without comorbid anxiety.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2026
    Article
  8. Article
  9. Article
  10. Cognition in Treatment-Resistant Depression: Obstacles and Challenges?Advances in experimental medicine and biology · 2026
    Review
  11. Circuit-Based Approaches to Understanding the Anterior Cingulate Cortex (ACC).The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025
    Review
  12. Article
  13. Neurostimulation to Improve Cognitive Flexibility.Current opinion in behavioral sciences · 2025
    Article
  14. Article
  15. Review
  16. Article
  17. 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

14 authors.

Leonardo TozziDepartment of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA.ORCID 0000-0002-9429-6476
Claire BertrandDepartment of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA.
Laura Michele HackDepartment of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA.
Timothy LyonsDepartment of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA.
Alisa Marie OlmstedDepartment of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA.
Divya RajasekharanDepartment of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA.
TeChieh ChenNational Center for PTSD, VA Medical Center, US Department of Veterans Affairs, White River Junction, VT, USA.
Yosef A BerlowDepartment of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, USA.
Jerome A YesavageDepartment of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA.
Kelvin LimDepartment of Psychiatry and Behavioral Sciences, University of Minnesota Medical School, Minneapolis, MN, USA.
Michelle R MadoreDepartment of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA.ORCID 0000-0002-2351-7251
Noah S PhilipDepartment of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI, USA.ORCID 0000-0002-4889-8775
Paul HoltzheimerNational Center for PTSD, VA Medical Center, US Department of Veterans Affairs, White River Junction, VT, USA.
Leanne Maree WilliamsDepartment of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA.ORCID 0000-0001-9987-7360

Funding

Training CoreP50DA042012 · NIDA · STANFORD UNIVERSITY · PI Karl A. Deisseroth · 2017 to 2026
$27.1M
Mechanistic circuit markers of transcranial magnetic stimulation outcomes in pharmacoresistant depressionR01MH120126 · NIMH · STANFORD UNIVERSITY · PI WILLIAMS, LEANNE · 2019 to 2023
$3.4M
NIDA NIH HHS P50 DA042012NIMH NIH HHS R01 MH120126
6 · The paper itself

Abstract

We previously identified a cognitive biotype of depression characterized by treatment resistance, impaired cognitive control behavioral performance and dysfunction in the cognitive control circuit, comprising the dorsolateral prefrontal cortex (dLPFC) and dorsal anterior cingulate cortex (dACC). Therapeutic transcranial magnetic stimulation (TMS) to the left dLPFC is a promising option for individuals whose depression does not respond to pharmacotherapy. Here, 43 veterans with treatment-resistant depression were assessed before TMS, after early TMS and post-TMS using functional magnetic resonance imaging during a Go-NoGo paradigm, behavioral cognitive control tests and symptom questionnaires. Stratifying veterans at baseline based on task-evoked dLPFC-dACC connectivity, we demonstrate that TMS-related improvement in cognitive control circuit connectivity and behavioral performance is specific to individuals with reduced connectivity at baseline (cognitive biotype +), whereas individuals with intact connectivity at baseline (cognitive biotype -) did not demonstrate significant changes. Our findings show that dLPFC-dACC connectivity during cognitive control is both a promising diagnostic biomarker for a cognitive biotype of depression and a response biomarker for cognitive improvement after TMS applied to the dLPFC.

Identifiers

PMID39911692
PMCPMC11798407

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.