Evidence map›Paper›PMID 41646702›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Efficacy of Personalized Connectivity-Guided Accelerated Brain Stimulation in a Naturalistic Treatment-Resistant Depression Population.

Ru Kong, Xiao Wei Tan, Aihuiping Xue, Leon Qi Rong Ooi, Shih Ee Goh, Jonathan Jie Lee, Jingwen Cheng, Trevor Wei Kiat Tan, Rachel Si Yun Tan, Jovi Zheng Jie Koh and 6 more

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 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

16 authors.

Ru KongCentre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore.ORCID 0000-0001-7842-0329
Xiao Wei TanDepartment of Mood & Anxiety, Institute of Mental Health, Singapore.ORCID 0000-0003-0807-3418
Aihuiping XueCentre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore.ORCID 0009-0008-7907-8594
Leon Qi Rong OoiCentre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore.ORCID 0000-0002-3546-4580
Shih Ee GohDepartment of Mood & Anxiety, Institute of Mental Health, Singapore.
Jonathan Jie LeeDepartment of Mood & Anxiety, Institute of Mental Health, Singapore.
Jingwen ChengCentre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore.ORCID 0009-0000-4376-5765
Trevor Wei Kiat TanCentre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore.ORCID 0000-0002-3732-4768
Rachel Si Yun TanDepartment of Mood & Anxiety, Institute of Mental Health, Singapore.
Jovi Zheng Jie KohDepartment of Mood & Anxiety, Institute of Mental Health, Singapore.ORCID 0009-0000-1498-909X
Hasvinjit Kaur Gulwant SinghDepartment of Mood & Anxiety, Institute of Mental Health, Singapore.
Jia Hui ChaiHealth Economics and Outcome Research, Singapore Clinical Research Institute, Consortium for Clinical Research and Innovation Singapore, Singapore.ORCID 0009-0005-6884-1863
Luming ShiHealth Economics and Outcome Research, Singapore Clinical Research Institute, Consortium for Clinical Research and Innovation Singapore, Singapore.ORCID 0000-0001-6828-5856
Shan SiddiqiDepartment of Psychiatry, Mass General Brigham, Harvard Medical School, Boston, USA.ORCID 0000-0002-0967-9289
B T Thomas YeoCentre for Sleep and Cognition (CSC) & Centre for Translational Magnetic Resonance Research (TMR), Yong Loo Lin School of Medicine, National University of Singapore, Singapore.ORCID 0000-0002-0119-3276
Phern-Chern TorDepartment of Psychological Medicine, National University Hospital, Singapore.ORCID 0000-0001-7972-3030

Funding

Functional genomics of the human connectome in psychiatric illnessR01MH120080 · NIMH · YALE UNIVERSITY · PI AVRAM J HOLMES, Thomas Boon Thye Yeo · 2019 to 2026
$4.8M
A mega-analysis framework for delineating autism neurosubtypesR01MH133334 · NIMH · CHILD MIND INSTITUTE, INC. · PI Adriana Di Martino · 2023 to 2026
$2.9M
NIMH NIH HHS R01 MH120080NIMH NIH HHS R01 MH133334
6 · The paper itself

Abstract

Personalized connectivity-guided accelerated intermittent theta burst stimulation (iTBS), like the Stanford Accelerated Intelligent Neuromodulation Therapy (SNT), shows high efficacy for treatment-resistant depression (TRD) in Western cohorts. However, generalizability to other demographics with substantial comorbidity remains unclear. Here, we evaluate connectivity-guided iTBS in a naturalistic Asian TRD population with high comorbidity burden. Twenty TRD participants received 50 sessions of TAO-TMS (Tree-based Algorithm for Optimized Transcranial Magnetic Stimulation) over 5 days. Participants averaged 1.6 psychiatric comorbidities, including personality disorders, autism and obsessive-compulsive disorder. TAO-TMS personalizes targets within attentional networks and maximize anti-correlation with the subgenual anterior cingulate cortex. Its near-scalp targets reduce stimulation intensity under the SNT protocol, improving patient comfort. Clinical response was defined as ≥50% reduction in the Montgomery-Åsberg Depression Rating Scale within four weeks of treatment. TAO-TMS yielded 70% response rate. Among patients who met typical randomized-trial eligibility criteria (N = 11), response rate was 83%. For context, non-accelerated BeamF3 TMS at the same hospital historically achieved response rate of 21%, indicating a patient population profile less responsive to TMS than those recruited in typical clinical trials. Post-hoc electric-field modeling showed that TAO-TMS improved network focality by 21% over BeamF3 targets. Functional connectivity changes were significant within every participant, but highly heterogeneous across participants. TAO-TMS was more cost-effective than electroconvulsive therapy (ECT), saving US$37,838 with higher quality-adjusted life years (QALYs 0.69 vs 0.65). These findings provide early evidence for the generalizability of connectivity-guided personalized TMS in a naturalistic Asian TRD population with substantial psychiatric comorbidities. TAO-TMS offers a cost-effective alternative to ECT, positioning it as a viable precision psychiatry intervention.

Indexed as

cost-effectivenessFunctional connectivityintermittent theta burst stimulationpersonalized targettreatment-resistant depression

Identifiers

PMID41646702
PMCPMC12870557

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.