Cited by 18Transcranial Magnetic Stimulation StudiesFunctional Brain Connectivity StudiesTreatment of Major Depression

Increased anti-correlation between the left dorsolateral prefrontal cortex and the default mode network following Stanford Neuromodulation Therapy (SNT): analysis of a double-blinded, randomized, sham-controlled trial

Open access
Gajawelli, Niharika, Geoly, Andrew D., Batail, Jean-Marie, Xiao, Xiaoqian, Maron-Katz, Adi, Cole, Eleanor, Azeez, Azeezat, Kratter, Ian H. +2 more·2024·npj Mental Health Research

Abstract

SNT is a high-dose accelerated intermittent theta-burst stimulation (iTBS) protocol coupled with functional-connectivity-guided targeting that is an efficacious and rapid-acting therapy for treatment-resistant depression (TRD). We used resting-state functional MRI (fMRI) data from a double-blinded sham-controlled randomized controlled trial 1 to reveal the neural correlates of SNT-based symptom improvement. Neurobehavioral data were acquired at baseline, post-treatment, and 1-month follow-up. Our primary analytic objective was to investigate changes in seed-based functional connectivity (FC) following SNT and hypothesized that FC changes between the treatment target and the sgACC, DMN, and CEN would ensue following active SNT but not sham. We also investigated the durability of post-treatment observed FC changes at a 1-month follow-up. Study participants included transcranial magnetic stimulation (TMS)-naive adults with a primary diagnosis of moderate-to-severe TRD. Fifty-four participants were screened, 32 were randomized, and 29 received active or sham SNT. An additional 5 participants were excluded due to imaging artifacts, resulting in 12 participants per group (Sham: 5F; SNT: 5F). Although we did not observe any significant group × time effects on the FC between the individualized stimulation target (L-DLPFC) and the CEN or sgACC, we report an increased magnitude of negative FC between the target site and the DMN post-treatment in the active as compared to sham SNT group. This change in FC was sustained at the 1-month follow-up. Further, the degree of change in FC was correlated with improvements in depressive symptoms. Our results provide initial evidence for the putative changes in the functional organization of the brain post-SNT.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1038/s44184-024-00073-y

Cites

3 of 3 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Recent studies evaluating connectivity changes after accelerated depression treatment have found increased inhibitory strength from rMFG to the entire medial DMN, rather than increased inhibitory connections from rMFG to sgACC.

    “However, recent studies evaluating connectivity changes after accelerated depression treatment have not found increased inhibitory connections from rMFG to sgACC, but rather find increased inhibitory strength from rMFG to the entire medial DMN 14 .”

    From Functional MRI Guided Accelerated Intermittent Theta Burst Stimulation for Chronic Post-Concussive Syndrome: A Feasibility and Efficacy Study (2025) · cites this paper as [14]

    The Results (ROI and seed-based analyses; page unavailable) report stronger negative functional connectivity between the personalized L-DLPFC target and the DMN after active SNT, but no significant change between that target and the sgACC. The paper does not identify the target as rMFG or measure inhibitory strength; it reports functional connectivity, with a whole-DMN ROI result and a separate medial prefrontal cluster result. (LLM, conf=0.87)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 21

  1. [2]Friedrich MJ Depression is the leading cause of disability around the world JAMA 2017 317 1517 28418490
  2. [3]Zhdanava, M. et al. The prevalence and national burden of treatment-resistant depression and major depressive disorder in the United States. J. Clin. Psychiatry82, 2 (2021). 33989464
  3. [4]Cash RFH Using brain imaging to improve spatial targeting of transcranial magnetic stimulation for depression Biol. Psychiatry 2021 90 689 700 10.1016/j.biopsych.2020.05.033 32800379 · DOI · Paper page
  4. [5]Weigand A Prospective validation that subgenual connectivity predicts antidepressant efficacy of transcranial magnetic stimulation sites Biol. Psychiatry 2018 84 28 37 10.1016/j.biopsych.2017.10.028 29274805 PMC6091227 · DOI
  5. [6]Fox MD Buckner RL White MP Greicius MD Pascual-Leone A Efficacy of transcranial magnetic stimulation targets for depression is related to intrinsic functional connectivity with the subgenual cingulate Biol. Psychiatry 2012 72 595 603 10.1016/j.biopsych.2012.04.028 22658708 PMC4120275 · DOI · Paper page
  6. [7]Liston C Default mode network mechanisms of transcranial magnetic stimulation in depression Biol. Psychiatry 2014 76 517 526 10.1016/j.biopsych.2014.01.023 24629537 PMC4209727 · DOI · Paper page
  7. [8]Zheng A Two-week rTMS-induced neuroimaging changes measured with fMRI in depression J. Affect. Disord. 2020 270 15 21 10.1016/j.jad.2020.03.038 32275215 · DOI
  8. [9]Hamilton JP Farmer M Fogelman P Gotlib IH Depressive rumination, the default-mode network, and the dark matter of clinical neuroscience Biol. Psychiatry 2015 78 224 230 10.1016/j.biopsych.2015.02.020 25861700 PMC4524294 · DOI · Paper page
  9. [11]Ciric R Mitigating head motion artifact in functional connectivity MRI Nat. Protoc. 2018 13 2801 2826 10.1038/s41596-018-0065-y 30446748 PMC8161527 · DOI
  10. [12]Loo CK International randomized-controlled trial of transcranial direct current stimulation in depression Brain Stimul. 2018 11 125 133 10.1016/j.brs.2017.10.011 29111077 · DOI
  11. [13]Li C-T Efficacy of prefrontal theta-burst stimulation in refractory depression: a randomized sham-controlled study Brain 2014 137 2088 2098 10.1093/brain/awu109 24817188 · DOI · Paper page
  12. [14]Cole EJ Stanford accelerated intelligent neuromodulation therapy for treatment-resistant depression Am. J. Psychiatry 2020 177 716 726 10.1176/appi.ajp.2019.19070720 32252538 · DOI · Paper page
  13. [15]Okamoto M Three-dimensional probabilistic anatomical cranio-cerebral correlation via the international 10–20 system oriented for transcranial functional brain mapping Neuroimage 2004 21 99 111 10.1016/j.neuroimage.2003.08.026 14741647 · DOI
  14. [16]Shirer WR Ryali S Rykhlevskaia E Menon V Greicius MD Decoding subject-driven cognitive states with whole-brain connectivity patterns Cereb. Cortex 2012 22 158 165 10.1093/cercor/bhr099 21616982 PMC3236795 · DOI · Paper page
  15. [17]Woolrich MW Ripley BD Brady M Smith SM Temporal autocorrelation in univariate linear modeling of FMRI data Neuroimage 2001 14 1370 1386 10.1006/nimg.2001.0931 11707093 · DOI
  16. [18]Woolrich MW Behrens TEJ Beckmann CF Jenkinson M Smith SM Multilevel linear modelling for FMRI group analysis using Bayesian inference Neuroimage 2004 21 1732 1747 10.1016/j.neuroimage.2003.12.023 15050594 · DOI
  17. [20]Elbau IG Functional connectivity mapping for rTMS target selection in depression Am. J. Psychiatry 2023 180 230 240 10.1176/appi.ajp.20220306 36855880 PMC11446248 · DOI
  18. [21]Tura A Goya-Maldonado R Brain connectivity in major depressive disorder: a precision component of treatment modalities? Transl. Psychiatry 2023 13 196 10.1038/s41398-023-02499-y 37296121 PMC10256697 · DOI
  19. [22]Singh A Default mode network alterations after intermittent theta burst stimulation in healthy subjects Transl. Psychiatry 2020 10 75 10.1038/s41398-020-0754-5 32094326 PMC7040002 · DOI
  20. [23]Singh A Personalized repetitive transcranial magnetic stimulation temporarily alters default mode network in healthy subjects Sci. Rep. 2019 9 5631 10.1038/s41598-019-42067-3 30948765 PMC6449366 · DOI
  21. [25]Eklund A Nichols TE Knutsson H Cluster failure: why fMRI inferences for spatial extent have inflated false-positive rates Proc. Natl Acad. Sci. USA 2016 113 7900 7905 10.1073/pnas.1602413113 27357684 PMC4948312 · DOI · Paper page

Cited by

Authors
Gajawelli, N., Geoly, A. D., Batail, J.-M., Xiao, X., Maron-Katz, A., Cole, E., Azeez, A., Kratter, I. H., Saggar, M., & Williams, N. R.
Affiliations
  • Stanford University (US)
  • Centre Hospitalier Guillaume Régnier (FR)
Corresponding author
Williams, Nolan R.
Venue
npj Mental Health Research
Published
2024-07-06
Volume
3
Issue
1
Pages
35-35
ISSN
2731-4251 (ISSN-L)
OpenAlex
W4400387020
Cited by
18
References
3
Citations by year
2026: 12 · 2025: 4 · 2024: 2
FWCI
2.81
Type
journal article
Language
en
Open access
Locations
  • npj Mental Health Research (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
  • NIH Director’s New Innovator Award (MH119735)
  • Brain and Behavior Research Foundation
  • Charles R. Schwab
  • David and Amanda Chao Fund II
  • Amy Roth PhD Fund
  • The Neuromodulation Research Fund
  • The Lehman Family
  • Still Charitable Trust
  • Marshall and Dee Ann Payne Fund
  • Gordie Brookstone Fund
  • The Mellam Family Foundation
  • The Baszucki Brain Research Fund
Topics
  • Life Sciences › Neuroscience › Neurology › Transcranial Magnetic Stimulation Studies
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
  • Health Sciences › Medicine › Pharmacology › Treatment of Major Depression
Keywords
treatment-resistant depression, intermittent theta burst stimulation, seed-based functional connectivity, dorsolateral prefrontal cortex, default mode network, anterior cingulate cortex, frontoparietal network, resting-state functional connectivity, treatment durability

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review