Evidence map›Paper›PMID 41872771›Full record

ArticleBMC psychiatry2026

An exploratory study of glycemic biomarkers and rTMS treatment outcomes in treatment-resistant depression.

Dara Silver, Maria Vasileiadi, Trisha Menon, Christopher B Pople, Lina Musa, Jennifer S Rabin, Peter Giacobbe, Clement Hamani, Benjamin Davidson, Nir Lipsman and 1 more

Registry-linked trialAbstract read
In one paragraph

Article in BMC psychiatry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05813093 (Interleaved TMS-fMRI to Evaluate Intermittent Theta-burst and Dorsolateral Prefrontal Circuit Engagement in Ultra-treatment Resistant Depression), which is not on this map. Not yet cited in PubMed.

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0citing papers in PubMed
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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.

NCT05813093 narecruitingnot on this map

Interleaved TMS-fMRI to Evaluate Intermittent Theta-burst and Dorsolateral Prefrontal Circuit Engagement in Ultra-treatment Resistant Depression

TypeinterventionalSponsorSunnybrook Health Sciences CentreRan2023 to 2025Enrolled88ConditionsMajor Depressive DisorderArmsrTMS
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

11 authors.

Dara Silver *Hurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada.
Maria Vasileiadi *Hurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada.
Trisha MenonHurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada.
Christopher B PopleHurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada.
Lina MusaHurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada.
Jennifer S RabinHurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada.
Peter GiacobbeHurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada.
Clement HamaniHurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada.
Benjamin DavidsonHurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada.
Nir LipsmanHurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada.
Sean Michael NestorHurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada. sean.nestor@utoronto.ca.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRepetitive transcranial magnetic stimulation (rTMS) is an efficacious therapy for treatment-resistant depression (TRD) and is thought to drive neuroplastic changes in affective networks. However, up to half of patients with TRD do not achieve response or remission with rTMS. Metabolic dysfunction is more prevalent in major depressive disorder (MDD) and may impair neuroplasticity, potentially reducing rTMS efficacy. This study examined associations between baseline serum systemic glucose regulation measures and rTMS outcomes in TRD.

methods46 adults (aged 20–65) with moderate-to-severe MDD and ≥ 2 failed antidepressant trials completed an open-label trial of connectivity-guided, accelerated intermittent theta burst stimulation (iTBS). Participants were classified according to the American Diabetic Association (ADA) (ADA-normal vs. ADA-elevated). Glycated hemoglobin (HbA1c), fasting glucose (FG), and fasting insulin (FI) were collected at baseline, and homeostatic model assessment of insulin resistance (HOMA-IR) was calculated from FG and FI. Baseline associations were tested using MLR, and Week-4 outcomes were examined using ANCOVA models adjusting for baseline symptom severity, age, and sex. Response (≥ 50% Montgomery–Åsberg Depression Rating Scale (MADRS) reduction) and remission (MADRS ≤ 10) at week 4 were the primary outcomes and were compared across metabolic groups with Fisher’s exact tests. Sensitivity analyses excluded glucose-lowering medication users, repeated in the full cohort, and included BMI as an additional covariate.

resultsAcross both glycemic groups, none of the baseline metabolic biomarkers (HbA1c, FG, FI, and HOMA-IR) predicted baseline depression severity (all p > 0.05) or Week-4 MADRS outcomes after adjustment (all p > 0.10). FI and HOMA-IR were not significantly associated with Week-4 MADRS outcomes in the ANCOVA models (both p = 0.099). Group differences in response and remission rates were not statistically significant for both response (p = 0.314) and remission (p = 0.695). Sensitivity analyses were also non-significant. Given the low power (5–41%), these findings should be interpreted cautiously.

conclusionGlycemic biomarkers and metabolic status were not associated with clinical outcomes following accelerated iTBS. Post-hoc power analyses indicated that larger samples are required to detect effects. Future studies should investigate insulin-related mechanisms and dynamic glucose markers as potential moderators of depression severity and treatment response.

trial registrationProspectively registered on ClinicalTrials.gov (NCT05813093). Registration date: 13th of March 2023.

Indexed as

Blood GlucoseDepressive Disorder, Treatment-ResistantGlycated HemoglobinMajor Depressive DisorderTranscranial Magnetic StimulationAdultAgedBiomarkersFemaleHumansInsulinInsulin ResistanceMaleMiddle AgedTreatment OutcomeYoung AdultBiomarkersBlood GlucoseGlycated HemoglobinInsulinAntidepressant treatment responseGlycemic biomarkersIntermittent theta burst stimulation (iTBS)Metabolic dysfunctionTreatment-resistant depression

Identifiers

PMID41872771
PMCPMC13134240

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Registered trials

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.