Cited by 2Transcranial Magnetic Stimulation StudiesTreatment of Major DepressionElectroconvulsive Therapy Studies

Neurocognitive effects of theta burst stimulation for treatment-resistant depression in adults: A systematic review and recommendations for future research

Open access
Hutnyan, Matthew, McClintock, Shawn M.·2025·Transcranial Magnetic Stimulation

Abstract

Repetitive transcranial magnetic stimulation (rTMS) was cleared by the U.S. Food and Drug Administration (FDA) in 2008 as a treatment for major depressive disorder (MDD). Since then, theta burst stimulation (TBS), a variant of rTMS, has been cleared for the same indication and is becoming more widely used in clinical practice given that it is a relatively more accessible form of neuromodulation for treatment-resistant depression (TRD). Evidence has demonstrated that TBS produces similar antidepressant effects to other forms of neuromodulation therapies including rTMS; however, the neurocognitive effects of TBS are less well understood. Given that neurocognitive impairment is a common feature of MDD that is associated with overall functioning and that few treatments exist to address neurocognitive impairment in TRD, it is crucial to understand the TBS-associated neurocognitive effects. To address this gap in knowledge, a systematic review was conducted to delineate the known neurocognitive effects of TBS for TRD in adults. A total of eight articles and one abstract published between 2005 and 2024 met inclusion criteria. Results suggested that TBS for TRD may produce neurocognitive enhancement across specific neurocognitive domains including executive functioning, attention, working memory, and verbal learning. However, evidence was inconsistent and limited by a small number of studies and significant methodologic issues including small sample sizes, mixed study populations, and heterogeneity of neurocognitive measurement and domains examined. Nonetheless, the available evidence suggested that TBS may be a neurocognitively safe antidepressant treatment with potential neurocognitive enhancing effects. Additional research is warranted to optimize TBS and would benefit from advanced methodologic designs inclusive of comprehensive neurocognitive assessment.

AI snapshot

Written from the paper’s full text.

TL;DR

This systematic review synthesized 8 articles and 1 abstract (2005–2024) on neurocognitive effects of theta burst stimulation (TBS) for treatment-resistant depression (TRD) in adults. The evidence suggests TBS is neurocognitively safe with possible enhancement in executive function, attention, working memory, and verbal learning, but findings are inconsistent and methodologically limited.

Key findings

  • Across 9 included studies, most neurocognitive change outcomes were insignificant, suggesting performance remained relatively stable across timepoints and between active TBS, active rTMS, and sham conditions.
  • Possible enhancements were reported in executive function (most promising domain), attention, working memory, processing speed, and verbal learning. For example, Cheng et al. (2016) found that iTBS responders with a 50% reduction in depression severity showed substantial WCST improvements (more total correct and conceptual level responses, fewer errors), while other active groups did not.
  • Mixed or null findings were common: attention/working memory largely showed no significant effects; processing speed evidence was mixed, with one open-label study (Scho et al., 2019) reporting a slight decline; verbal learning showed mixed results; there was no evidence for visuospatial learning/memory improvement; global cognitive function showed no significant within- or between-group differences.
  • Significant findings were often unreplicated, and the magnitude of possible cognitive enhancement was unknown.

Methods

  • PRISMA-guided systematic review; PubMed and PsycINFO searched from January 1, 2005 to September 1, 2024, using terms for “theta burst stimulation”/“TBS” and “depression”/“treatment-resistant depression”/“TRD,” with manual reference-list checks.
  • Inclusion criteria: studies examining TBS treatment of depression, including at least one standardized neuropsychological test, and reporting results for at least one pre- and one post-treatment timepoint; only peer-reviewed English articles and abstracts were included.
  • From 520 references, 102 underwent title/abstract review, and 8 articles plus 1 abstract met inclusion criteria. Meta-analysis was not performed because of small study numbers, mixed designs, varied statistical analyses, and heterogeneity of neurocognitive domains and measures.

Limitations

  • The paper states that the small number of included studies limits firm conclusions; mixed study designs, varied statistical analyses, heterogeneous neurocognitive domains/measures, small sample sizes, restricted demographics, various TBS protocols, differing inclusion/exclusion criteria, and inconsistent TRD definitions made meta-analysis difficult and clinically unmeaningful.
  • Many included studies lacked a sham control group, included mixed unipolar and bipolar samples, or were open-label/single-blind without control for placebo effects; only three studies included follow-up more than three days after TBS, limiting assessment of durability.
  • Evident from the text: one included source was only an abstract, so details were unavailable; several significant findings were not replicated across studies using the same instruments, and individual neurocognitive measures often conflated distinct cognitive functions.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1016/j.transm.2025.100088

Cites

167 of 167 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

74 of 178 cited sources checked · 49 supported · 2 flagged · accuracy not yet measured

  • Findingcitation

    There were findings of neurocognitive enhancement in attention (Holczer et al., 2021).

    “There were also findings of neurocognitive enhancement, specifically in attention (Holczer et al., 2021)”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Holczer et al., 2021 source

      The Attention network task results report no significant improvement in alerting, orienting, or executive attention. The Discussion states that TBS did not produce cognitive enhancement, contrary to the cited claim of enhanced attention. Page numbers are unavailable in our copy. (LLM, conf=0.92)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
  • Premisecitation

    Evidence from studies of healthy participants suggests there may be a cognitive enhancing effect of TBS when applied to the prefrontal cortex.

    “Notably, evidence from studies of healthy participants suggests there may be a cognitive enhancing effect of TBS when applied to the prefrontal cortex (Debarnot et al., 2015;Grossheinrich et al., 2009;Hoy et al., 2016).”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Debarnot et al., 2015 source
    • cites Grossheinrich et al., 2009 source
    • cites Hoy et al., 2016 source
  • Premisecitation

    Amelioration of depressive symptoms from first-line pharmacological or psychotherapy treatments occurs in less than 50% of individuals with MDD.

    “amelioration of depressive symptoms from first-line pharmacological or psychotherapy treatments occurs in less than 50 % of individuals with MDD (Cuijpers et al., 2013;Kolovos et al., 2017;Trivedi et al., 2006)”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Cuijpers et al., 2013 source

      The Results (p. 2) report CBT effect sizes, and the Discussion (p. 10) compares CBT with pharmacotherapy. Neither gives the proportion of people with MDD whose symptoms improve after first-line treatment. Searches for a response rate and the less-than-50% figure did not locate support in our copy. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
    • cites Kolovos et al., 2017 source

      Section 3.4 (page not provided) reports a mean response rate of 25% for treatment-as-usual groups, supporting the less-than-50% figure. But section 3.2 says those treatments were heterogeneous and often insufficiently described to distinguish medication from psychotherapy. The paper does not establish that fewer than 50% respond specifically to first-line pharmacological or psychotherapy treatment. (LLM, conf=0.89)

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    • cites Trivedi et al., 2006 source
  • Premisecitation

    Evidence has demonstrated that TBS produces similar antidepressant effects to other forms of neuromodulation therapies including rTMS.

    “Evidence has demonstrated that TBS produces similar antidepressant effects to other forms of neuromodulation therapies including rTMS; however, the neurocognitive effects of TBS are less well understood.”
    • Also stated in: § 1. Background · hedged
      “evidence suggests it produces similar antidepressant effects to standard FDA-cleared rTMS protocols (Blumberger et al., 2018;Voigt et al., 2021)”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Blumberger et al., 2018 source
    • cites Voigt et al., 2021 source

      The Results (Clinical outcomes) found no statistically significant difference in antidepressant response between TBS and active rTMS, and the Discussion describes comparable response and remission outcomes. The comparison was with standard high-frequency left rTMS in patients with major depressive disorder; the paper does not establish similar effects across other types of neuromodulation therapy. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Premisecitation

    A recent small study (n = 12) of rTMS for TRD found that rTMS treatment, independent of improvement in depression severity, significantly improved semantic fluency and inhibition abilities.

    “A recent small study (n = 12) of rTMS for TRD (Tateishi et al., 2019) found that rTMS treatment, independent of improvement in depression severity, significantly improved semantic fluency and inhibition abilities.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Tateishi et al., 2019 source
  • Classified as probably not a substantial claim. 29
  • May combine two claims. 52
  • The quote only partly states this claim. 1
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Two included studies included a bilateral standard rTMS comparison condition.

    “Two studies (Blumberger et al., 2022;Fitzgerald et al., 2020) included a bilateral standard rTMS comparison condition.”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites Blumberger et al., 2022 source
    • cites Fitzgerald et al., 2020 source

      The study did include a standard rTMS comparison arm (Study design, §2.1), but our copy describes stimulation in that arm as applied to the left side (treatment description reproduced near §4). The Treatment section (§2.4) also identifies the F3 site. This contradicts the claim that this study’s standard rTMS comparison was bilateral; the cited passages provide no page numbers. (LLM, conf=0.84)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Neurocognitive impairment is a common feature of MDD and is strongly associated with disability, quality of life, and overall functioning.

    “Given that neurocognitive impairment is a common feature of MDD that is associated with overall functioning”
    • Also stated in: § 1. Background · boosted
      “Neurocognitive dysfunction is a common feature of depression (Hammar et al., 2022;Porter et al., 2003;Zakzanis et al., 1999) and is strongly associated with disability, quality of life, and overall functioning (Evans et al., 2014;Gonda et al., 2015;Jaeger et al., 2006;Naismith et al., 2007).”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Hammar et al., 2022 source
    • cites Porter et al., 2003 source

      The Abstract says neurocognitive impairment has been widely reported in MDD, and the Discussion reports significant impairment in the young adult out-patients studied. Neither passage establishes an association with overall functioning; the supplied copy also does not support the quoted additions about disability or quality of life (searched those terms and functional outcomes). (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites Zakzanis et al., 1999

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    Robust evidence has demonstrated the safety and tolerability of rTMS and has suggested that it is superior to sham stimulation on variables of depression severity, response, and remission in adults across the lifespan.

    “Robust evidence (e.g., Wallman et al., 2022;Zis et al., 2020) has demonstrated the safety and tolerability of rTMS and has suggested that it is superior to sham stimulation on variables of depression severity, response, and remission in adults across the lifespan (Adu et al., 2022;De Risio et al., 2020;Gaynes et al., 2014).”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites Wallman et al., 2022 source
    • cites Zis et al., 2020 source
    • cites Adu et al., 2022 source

      The Results table (§3.8; page unavailable) reports greater improvement in depression severity with active rTMS than sham in one adult trial, and higher remission with bilateral rTMS than sham in an older-adult trial. The Discussion (§4; page unavailable) describes rTMS as safe and tolerable for treatment-resistant depression. But the review also reports sham-controlled trials with no significant difference in severity, response, or remission, so it does not support the unqualified suggestion of superiority across adult ages and all three outcomes. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Repetitive transcranial magnetic stimulation (rTMS) was cleared by the U.S. Food and Drug Administration (FDA) in 2008 as a treatment for major depressive disorder (MDD).

    “Repetitive transcranial magnetic stimulation (rTMS) was cleared by the U.S. Food and Drug Administration (FDA) in 2008 as a treatment for major depressive disorder (MDD).”
    • Also stated in: § 1. Background · plain
      “rTMS repeated daily for four to six weeks as a treatment for TRD was cleared by the United States Food and Drug Administration (FDA) in 2008 and is widely used in clinical settings (McClintock et al., 2017;Perera et al., 2016;Trapp et al., 2025).”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites McClintock et al., 2017

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Perera et al., 2016 source
    • cites Trapp et al., 2025 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Evidence varies regarding the domain most impacted by depression across the lifespan and includes executive function, processing speed, and verbal memory.

    “Although some have demonstrated that individuals experiencing depression perform worse across all neurocognitive domains (e.g., Bora et al., 2013;Parkinson et al., 2020), evidence varies regarding the domain most impacted by depression across the lifespan and include executive function (Alexopoulos, 2021), processing speed (Göke et al., 2024), and verbal memory (Bora et al., 2013;Goodall et al., 2”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Alexopoulos, 2021 source
    • cites Göke et al., 2024

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Bora et al., 2013 source

      The Cognitive domains section reports that healthy controls outperformed euthymic MDD patients in every cognitive domain examined. The Discussion identifies verbal memory as a particularly pronounced deficit in patients whose depression began late in life. The citing sentence extends these findings to people experiencing depression generally, whereas this meta-analysis concerns patients in remission. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
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    Premisecitation

    While the neurocognitive effects of some new TBS protocols have been consistently investigated, others have not.

    “Further, while the neurocognitive effects of some new TBS protocols have been consistently investigated (e.g., SNT Cole et al., 2019;Cole et al., 2022;Cole et al., 2020), others have not (e.g., prolonged iTBS Li et al., 2020;Richard et al., 2022).”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Cole et al., 2019 source
    • cites Cole et al., 2022 source
    • cites Cole et al., 2020 source
  • May combine two claims.

    Premisecitation

    Numerous studies of TBS for TRD have been published, but studies tend to report reduction in depressive symptoms as the sole outcome measure, focus on neuroimaging, or report other clinical outcomes.

    “Numerous studies of TBS for TRD have been published, but studies tend to report reduction in depressive symptoms as the sole outcome measure (e.g., Bakker et al., 2015;Blumberger et al., 2018;Blumberger et al., 2021;Bouaziz et al., 2023;Bulteau et al., 2022;Caeyenberghs et al., 2018;Chen et al., 2021;Lee et al., 2021;Mehta et al., 2022;Spitz et al., 2022;Spurny-Dworak et al., 2022;Stöhrmann et al.”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Bakker et al., 2015 source

      The Results (page unavailable) report reduced depressive symptoms in the iTBS group on the HamD17 and BDI-II scales. But the Results also report safety and tolerability outcomes, including adverse events and premature discontinuation, so symptom reduction was not the sole outcome reported by this study. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites Blumberger et al., 2018 source
    • cites Blumberger et al., 2021 source

      The Results (§3.1) report reduced depressive-symptom scores in both treatment groups, so this paper supports that part of the citation. But the Procedures (§2.2) also identify adverse events, pain intensity, serious adverse events, and treatment discontinuation as reported outcomes; depressive symptoms were not the sole outcome measure. Page numbers were not available in our copy. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Neurocognitive dysfunction is commonly reported during depressive episodes and even during remission.

    “Neurocognitive dysfunction is commonly reported during depressive episodes and even during remission (Bora et al., 2013;Conradi et al., 2011;Hasselbalch et al., 2011).”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites Bora et al., 2013 source
    • cites Conradi et al., 2011 source
    • cites Hasselbalch et al., 2011 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Evidence suggests that pharmacotherapy may improve neurocognitive function; however, the degree of improvement appears modest and efficacy varies by medication class and neurocognitive domain.

    “Evidence suggests that pharmacotherapy may improve neurocognitive function; however, the degree of improvement appears modest and efficacy varies by medication class and neurocognitive domain (Baune and Renger, 2014;Keefe et al., 2014).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Baune and Renger, 2014 source
    • cites Keefe et al., 2014 source

      The Results report cognitive improvements that were relatively small compared with the deficits, and the Discussion describes possible benefits that differ by cognitive domain. The Results also compare individual medications, but the paper does not establish that efficacy varies by medication class; the Discussion cautions that firm conclusions about differential effects across domains are difficult to draw. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Some evidence suggests heterogenous profiles of neurocognitive dysfunction among individuals experiencing depression and that treatment resistance may drive the existence of subgroups with particularly high levels of dysfunction.

    “Some evidence suggests that there are heterogenous profiles of neurocognitive dysfunction among individuals experiencing depression (Martin et al., 2020) and that treatment resistance may drive the existence of subgroups with particularly high levels of dysfunction (Vicent-Gil et al., 2021).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites Martin et al., 2020 source
    • cites Vicent-Gil et al., 2021 source
  • Probably not a substantial claim: may not pass S2 (checkable).

    Premisecitation

    Taken together, these findings highlight the need for neurocognitive functioning to be a key target of treatment for depression.

    “Taken together, these findings highlight the need for neurocognitive functioning to be a key target of treatment for depression (Gonda et al., 2015;Kaser et al., 2017).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites Gonda et al., 2015 source
    • cites Kaser et al., 2017 source
  • May combine two claims.

    Premisecitation

    While the neurocognitive effects of standard rTMS have been well-studied, a dearth of evidence exists related to neurocognition in TBS for TRD.

    “While the neurocognitive effects of standard rTMS have been wellstudied (Gregory et al., 2022;Schulze-Rauschenbach et al., 2005;Yildiz et al., 2023), a dearth of evidence exists related to neurocognition in TBS for TRD.”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Gregory et al., 2022 source
    • cites Schulze-Rauschenbach et al., 2005 source

      The Neuropsychological effects section reports cognitive testing after rTMS, so this paper supports the claim that standard rTMS has been studied for neurocognitive effects. But the Background says no prior study had addressed its differential cognitive impact versus ECT, and the Limitations call this study's findings preliminary; the paper does not establish that those effects were already well studied. The citation is attached to the rTMS clause, not the claim about a lack of TBS evidence. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites Yildiz et al., 2023 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Executive function significantly impacts overall functioning.

    “and significantly impacts overall functioning (Diamond, 2013).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Diamond, 2013 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Evidence suggests newer antidepressants may be superior to prior medication classes (e.g., tricyclics, MAOIs) in neurocognitive effects.

    “Nonetheless, evidence suggests they may be superior to prior medication classes (e.g., tricyclics, MAOIs; Baune & Renger, 2014;Stein & Strickland, 1998).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Baune & Renger, 2014 source
    • cites Stein & Strickland, 1998 source

      The SSRIs section says SSRIs produce smaller cognitive-performance decrements than tricyclic antidepressants. But the MAO Inhibitors section says there is insufficient research for a direct comparison with SSRIs and expects the two classes to have comparable overall cognitive effects. The claimed advantage over MAOIs is therefore not supported. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
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    Study design and conductcitation

    The systematic review was performed in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines.

    “A systematic review was performed in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines (Page et al., 2021).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Page et al., 2021 source
  • May combine two claims.

    Findingcitation

    Blumberger et al. (2022) found no significant within- or between-groups differences on MoCA total scores.

    “Blumberger et al. (2022) found no significant within-or between-groups differences on the Montreal Cognitive Assessment (MoCA) total scores.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Blumberger et al., 2022 source

      Methods > Safety and Tolerability Measures identifies the Montreal Cognitive Assessment as a measure of global cognition. Results > Cognitive Safety reports no significant between-group differences on any cognitive measure, which includes MoCA, and no substantial changes on those measures. It does not explicitly report a statistical test finding no significant within-group change in MoCA total scores; “no substantial changes” is not necessarily the same finding. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Cognitive dysfunction is a core symptom of depression that can persist during the remitted state, worsens with increasing numbers of depressive episodes, and results in disrupted psychosocial functioning.

    “As cognitive dysfunction is a core symptom of depression that can persist during the remitted state (Bora et al., 2013;Hasselbalch et al., 2011;Kaser et al., 2017), worsens with increasing numbers of depressive episodes (Hasselbalch et al., 2013), and results in disrupted psychosocial functioning (Hasselbalch et al., 2011;Kaser et al., 2017;McCall and Dunn, 2003)”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Bora et al., 2013 source
    • cites Hasselbalch et al., 2011 source
    • cites Kaser et al., 2017 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingcitation

    NIH Toolbox cognitive measures were used in three studies.

    “The NIH Toolbox cognitive measures were also used in three studies (Blumberger et al., 2022;Cristancho et al., 2020;Cristancho et al., 2023).”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Blumberger et al., 2022 source
    • cites Cristancho et al., 2020 source
    • cites Cristancho et al., 2023 source
  • May combine two claims.

    Findingcitation

    A follow-up study by Cristancho et al. (2023) and a study by Blumberger et al. (2022) failed to replicate the earlier finding of significant improvement on the Flanker Inhibitory Control and Attention Test.

    “but a follow up study by Cristancho et al. (2023) and a study by Blumberger et al. (2022) failed to replicate that earlier finding.”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Cristancho et al., 2023 source
    • cites Blumberger et al., 2022 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingcitation

    Three studies used subtests of the D-KEFS.

    “Three studies (Blumberger et al., 2022;Cole et al., 2020;Cole et al., 2022) used subtests of the D-KEFS.”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Blumberger et al., 2022 source
    • cites Cole et al., 2020 source
    • cites Cole et al., 2022 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Other reviews have suggested TBS is an effective treatment for reducing mood symptoms among individuals experiencing TRD.

    “while other reviews have suggested TBS is an effective treatment for reducing mood symptoms among individuals experiencing TRD (Voigt et al., 2021)”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Voigt et al., 2021 source
  • May combine two claims.

    Findingcitation

    Blumberger et al. (2022) found no within- or between-group differences on the CVLT-II.

    “Blumberger et al. (2022) found no within-or between-group differences on the California Verbal Learning Test-2nd edition (CVLT-II).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Blumberger et al., 2022 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Robust evidence exists regarding the use of vortioxetine to treat mood-related symptoms of depression and slowed processing speed, and it is the only FDA-cleared psychotropic medication to treat both.

    “Robust evidence exists regarding the use of vortioxetine to treat mood-related symptoms of depression and slowed processing speed (Bennabi et al., 2019;Frampton, 2016;Harrison et al., 2016;Mahableshwarkar et al., 2015;McIntyre et al., 2014), and it is the only FDA-cleared psychotropic medication to treat both.”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites Bennabi et al., 2019 source
    • cites Frampton, 2016 source
    • cites Harrison et al., 2016 source

      The Results and Discussion report that vortioxetine improved attention and speed of processing in adults with major depressive disorder. The paper does not establish the cited clause’s claim about treating mood-related symptoms specifically. The FDA-cleared assertion follows the citation rather than being directly attributed to it. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Evidence supports pro-cognitive effects of TMS in healthy individuals and in patients with neurologic and psychiatric illnesses such as mild to moderate Alzheimer's disease, mild cognitive impairment, stroke, schizophrenia, and bipolar disorder.

    “Evidence supports the pro-cognitive effects of TMS in healthy individuals (Luber & Lisanby, 2014) and in patients with neurologic and psychiatric illnesses such as mild to moderate Alzheimer's disease (Cheng et al., 2018;Chou et al., 2020;Lin et al., 2019;Wang et al., 2020), mild cognitive impairment (MCI; Chou et al., 2020;Drumond Marra et al., 2015;Jiang et al., 2021), stroke (M.Liu et al., 2021”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites Luber & Lisanby, 2014 source
    • cites Cheng et al., 2018 source
    • cites Chou et al., 2020 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    In five included studies, participants received bilateral TBS.

    “In five studies (Blumberger et al., 2022;Cheng et al., 2016;Cristancho et al., 2020;Cristancho et al., 2023;Holczer et al., 2021), participants received bilateral TBS.”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Blumberger et al., 2022 source
    • cites Cheng et al., 2016 source
    • cites Cristancho et al., 2020 source
  • May combine two claims.

    Premisecitation

    Subjective cognitive concerns are common in clinical settings and may be related to depressive symptomatology, real-world functioning, and quality of life.

    “Subjective cognitive concerns are common in clinical settings and may be related to depressive symptomatology, real-world functioning, and quality of life (Allott et al., 2020;Brigola et al., 2015;McIntyre et al., 2014;Sumiyoshi et al., 2021).”
    Quote in the paperNot a substantial claim3 of 3 sources checked
    • cites Allott et al., 2020 source
    • cites Brigola et al., 2015 source

      The Discussion says subjective memory complaints are common in the elderly, and the Results link them to depression, lower quality of life, and limitations in daily activities. The paper also discusses memory-clinic patients, but it does not establish that subjective cognitive concerns are common across clinical settings or populations beyond older adults. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites McIntyre et al., 2014 source

      The Introduction (page not provided) describes frequent subjective cognitive complaints in major depression and links cognitive dysfunction to impaired workplace functioning. The Discussion (page not provided) also notes that patients can report impaired concentration despite symptom-based remission. The paper does not address quality of life directly, and its discussion of common complaints is specific to depression rather than clinical settings generally. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    When alternate forms are used and/or reliable change indices are employed, practice effects may be reduced and better understood.

    “however, when alternate forms are used and or reliable change indices are employed, these practice effects may be reduced and better understood (Beglinger et al., 2005;Benedict and Zgaljardic, 1998).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Beglinger et al., 2005 source
    • cites Benedict and Zgaljardic, 1998 source
  • May combine two claims.

    Premisecitation

    Positive functional outcomes of individuals with TRD are hampered by lingering neurocognitive dysfunction that decreases intervention efficacy and increases relapse.

    “Positive functional outcomes of individuals with TRD are hampered by lingering neurocognitive dysfunction that decreases intervention efficacy (Alexopoulos et al., 2015;Gonda et al., 2015;Story et al., 2008) and increases relapse (Alexopoulos, 2021;Gonda et al., 2015;Manning et al., 2015).”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites Alexopoulos et al., 2015 source

      The Discussion (page not provided) reports that older adults with major depression who performed poorly on cognitive-control tasks had less symptom improvement and a lower probability of remission during 12 weeks of escitalopram treatment. This supports the intervention-efficacy portion of the citation, but the study does not establish that lingering dysfunction impairs functional outcomes in people with treatment-resistant depression. The sentence cites other papers, not Alexopoulos et al. (2015), for relapse. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites Gonda et al., 2015 source

      The Conclusions say cognitive deficits in major depression affect therapeutic response, relapse risk, and functioning, and may persist during remission. The review sections on illness course and pharmacotherapy also link cognitive impairment to poorer functioning and worse SSRI response. These passages do not establish the claim specifically for people with treatment-resistant depression (TRD). (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites Story et al., 2008 source

      The Discussion (page not provided) reports that depressed older adults with poorer baseline verbal memory and processing speed had less treatment response over one year. It does not establish that lingering dysfunction causes reduced intervention efficacy in people with treatment-resistant depression or measure functional outcomes. The sentence cites other sources, not Story et al., for the separate relapse claim. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Neurocognitive dysfunction is a core depressive symptom for which few effective treatments exist.

    “Neurocognitive dysfunction is a core depressive symptom for which few effective treatments exist (Porter et al., 2003;Salagre et al., 2017;Zakzanis et al., 1999).”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Porter et al., 2003 source

      The Discussion reports significant neurocognitive impairment in young adult out-patients with unipolar depression, supporting the link between depression and cognitive dysfunction. The paper does not establish that it is a core depressive symptom or assess whether few effective treatments exist. The supplied passages have no page numbers. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites Salagre et al., 2017 source
    • cites Zakzanis et al., 1999

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Findingcitation

    Cole et al. (2020) and Cole et al. (2022) used the D-KEFS TMT and Color-Word Interference subtests and found differing results.

    “Cole et al., 2020;Cole et al., 2022 used the D-KEFS TMT and Color-Word Interference subtests and found differing results.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Cole et al., 2020 source
    • cites Cole et al., 2022 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    High frequency (50 Hz) left DLPFC iTBS was administered in all included studies.

    “High frequency (50 Hz) Left DLPFC iTBS was administered in all studies.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingreasoning

    Such improvement was modest, short-term, and unreplicated.

    “However, such improvement was modest, short-term, and unreplicated.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Most included studies (n = 7) included one or more measures of executive function.

    “Most studies (n = 7) included one or more measures of executive function.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingreasoning

    The small number of articles, mixed study designs, varied statistical analyses, heterogeneity of neurocognitive domains and measures examined, and small sample sizes with restricted demographic factors rendered meta-analysis difficult and clinically unmeaningful.

    “In addition, the small number of articles, mixed study designs, varied statistical analyses, heterogeneity of neurocognitive domains and measures examined, and small sample sizes with restricted demographic factors rendered meta-analysis difficult and clinically unmeaningful.”
    Quote in the paperSubstantial claim
  • The quote only partly states this claim.

    Findingcitation

    Scho et al. (2019) reported a slight decline in performance after TBS on Trail Making Test Part A.

    “Scho et al. (2019)reported a slight decline in performance after TBS.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Scho et al., 2019 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    In all included studies, TBS was administered at least once weekly (range: 10-100 total sessions).

    “In all studies, TBS was administered at least once weekly (range: 10-100 total sessions).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Using the search criteria, 520 references were identified; after removal of reviews, books, book chapters, and duplicates, 102 references remained for title and abstract review.

    “Using the search criteria, 520 references were identified.Following the removal of reviews, books, book chapters, and duplicates, 102 references remained for review of the title and abstract.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Other measured neurocognitive domains included attention, learning and memory, and processing speed.

    “Other measured neurocognitive domains included attention, learning and memory, and processing speed.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingcitation

    Neither Cristancho et al. (2020) nor Cristancho et al. (2023) found significant results related to the DCCS.

    “Neither study found significant results related to the DCCS”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Cristancho et al., 2020 source
    • cites Cristancho et al., 2023 source
  • May combine two claims.

    Findingcitation

    No other groups (cTBS, iTBS and cTBS, sham TBS) experienced significant change in performance from baseline to post-treatment on the WCST regardless of response, despite large reductions in depression severity between baseline and post-treatment for responders in the active groups (cTBS: -22.5%; iTBS and cTBS: -52.5%).

    “In addition, no other groups (cTBS, iTBS and cTBS, sham TBS) experienced significant change in performance from baseline to post-treatment on the WCST regardless of response, despite large reductions in depression severity between baseline and post-treatment for responders in the active groups (cTBS: -22.5 %; iTBS and cTBS: -52.5 %).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Cheng et al., 2016 source
  • May combine two claims.

    Findingreasoning

    Each neurocognitive measure provided only one outcome variable that conflated distinct cognitive functions, making it difficult to delineate which specific functions were affected by TBS.

    “Further, as each neurocognitive measure provided only one outcome variable that conflated distinct cognitive functions (e.g., psychomotor speed, visual scanning), it was difficult to delineate which specific functions were affected by TBS.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingreasoning

    None of the included studies provided evidence of an improvement in neurocognition after sham stimulation, which suggested that outcomes were not inflated due to practice effects.

    “Notably, none of the included studies provided evidence of an improvement in neurocognition after sham stimulation, which suggested that outcomes were not inflated due to practice effects.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingcitation

    DeMayo et al. (2023) reported that subjective cognition improved after treatment.

    “In their double-blind randomized placebocontrolled trial of combined D-Cycloserine and iTBS, DeMayo et al. (2023) reported that subjective cognition improved after treatment.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites DeMayo et al., 2023 source
  • May combine two claims.

    Findingnone given

    Included studies used various TBS protocols, had differing inclusion and exclusion criteria, and inconsistently defined TRD.

    “Included studies also used various TBS protocols, had differing inclusion and exclusion criteria, and inconsistently defined TRD.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    While neurocognition may improve during remission, it may not return to premorbid levels.

    “While neurocognition may improve during remission, it may not return to premorbid levels (Semkovska, 2021).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Semkovska, 2021 source
  • May combine two claims.

    Interpretationreasoning

    TBS may be a neurocognitively safe antidepressant treatment with potential neurocognitive enhancing effects.

    “Nonetheless, the available evidence suggested that TBS may be a neurocognitively safe antidepressant treatment with potential neurocognitive enhancing effects.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The included studies are representative of the available evidence on the neurocognitive effects of TBS for TRD.
    • Rests on an assumption: The standardized neuropsychological tests used in the included studies validly measure the neurocognitive domains they are labeled as measuring.
  • May combine two claims.

    Premisecitation

    rTMS is considered cognitively safe with mixed evidence regarding its potential for cognitive enhancing properties.

    “Importantly, rTMS is considered cognitively safe with mixed evidence regarding its potential for cognitive enhancing properties (Gregory et al., 2022;Kavanaugh et al., 2018;Martin et al., 2017;Schulze-Rauschenbach et al., 2005;Serafini et al., 2015;Wall et al., 2013;Yildiz et al., 2023).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Gregory et al., 2022 source
    • cites Kavanaugh et al., 2018 source
    • cites Martin et al., 2017 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    TMS is a noninvasive neuromodulation technique that works by creating a brief and strong localized pulsed magnetic field over the surface of the head that induces electrical currents in targeted brain regions.

    “TMS is a noninvasive neuromodulation technique that works by creating a brief and strong localized pulsed magnetic field over the surface of the head that induces electrical currents in targeted brain regions (George et al., 1999).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites George et al., 1999 source
  • May combine two claims.

    Premisecitation

    SSRIs and SNRIs have mixed evidence regarding their neurocognitive effects with most demonstrating cognitive safety; although some studies demonstrate neurocognitive enhancement, performance tends to remain below performance levels of healthy controls and remission remains unachieved for most participants.

    “The newest classes of antidepressants with primarily serotonergic effects, such as selective serotonin reuptake inhibitors (SSRIs) and selective serotonin-norepinephrine reuptake inhibitors (SNRIs), have mixed evidence regarding their neurocognitive effects with most demonstrating cognitive safety.Although some studies demonstrate neurocognitive enhancement, performance tends to remain below”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Castellano et al., 2016 source
    • cites Herrera-Guzmán et al., 2010 source
    • cites L. Liu et al., 2021

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisereasoning

    The neurocognitive effects of TBS are less well understood than its antidepressant effects, and there is limited research regarding its neurocognitive effects in the treatment of TRD.

    “however, the neurocognitive effects of TBS are less well understood.”
    • Also stated in: § 1. Background · plain
      “While there has been evidence published regarding the clinical effects of TBS, there is limited research regarding its neurocognitive effects in the treatment of TRD.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Theta burst stimulation (TBS), a variant of rTMS, has been cleared for the same indication as rTMS and is becoming more widely used in clinical practice because it is a relatively more accessible form of neuromodulation for treatment-resistant depression (TRD).

    “Since then, theta burst stimulation (TBS), a variant of rTMS, has been cleared for the same indication and is becoming more widely used in clinical practice given that it is a relatively more accessible form of neuromodulation for treatment-resistant depression (TRD).”
    • Also stated in: § 1. Background · plain
      “iTBS for treatment of TRD in adults was cleared by the FDA in 2018, and a relatively newer accelerated protocol called Stanford Neuromodulation Therapy (SNT, formerly SAINT) was cleared by the FDA in 2022 (Tarr, 2022).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Tarr, 2022

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    In the first study of TBS of the human cortex, Huang et al. (2005) introduced continuous (cTBS) and intermittent (iTBS) protocols; cTBS was found to suppress whereas iTBS was found to facilitate cortical excitability.

    “In the first study of TBS of the human cortex, Huang et al. (2005) introduced two protocols, those being continuous (cTBS) and intermittent (iTBS).The former was found to suppress whereas the latter was found to facilitate cortical excitability.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Huang et al., 2005 source
  • May combine two claims.

    Premisecitation

    Few treatments exist to address neurocognitive impairment in TRD or cognitive dysfunction in MDD.

    “few treatments exist to address neurocognitive impairment in TRD”
    • Also stated in: § 1. Background · plain
      “Given that few treatments for cognitive dysfunction in MDD exist (Salagre et al., 2017)”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Salagre et al., 2017 source
  • May combine two claims.

    Premisecitation

    The TBS stimulation paradigm mimics endogenous patterns of neural firing associated with induction of LTP and may modulate networks involved in the pathophysiology of depression.

    “This stimulation paradigm mimics endogenous patterns of neural firing associated with induction of LTP (Larson and Lynch, 1986;Suppa et al., 2016) and may modulate networks involved in the pathophysiology of depression (Li et al., 2018).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Larson and Lynch, 1986 source
    • cites Suppa et al., 2016 source
    • cites Li et al., 2018

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    Left dorsolateral prefrontal cortex (DLPFC) hypoactivity and right DLPFC hyperactivity have been noted in individuals with MDD.

    “Left dorsolateral prefrontal cortex (DLPFC) hypoactivity and right DLPFC hyperactivity has been noted in individuals with MDD (Grimm et al., 2008;Mayberg et al., 2000).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Grimm et al., 2008 source
    • cites Mayberg et al., 2000 source
  • May combine two claims.

    Premisecitation

    High-frequency rTMS tends to increase cortical excitability when applied over the left DLPFC, and low-frequency rTMS tends to decrease cortical activity when applied over the right DLPFC.

    “Consequently, the most common parameters for depression treatment are high-frequency rTMS, which tends to increase cortical excitability, applied over the left DLPFC and low-frequency rTMS, which tends to decrease cortical activity, applied over right DLPFC (McClintock et al., 2017).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites McClintock et al., 2017

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Long lasting neuronal effects of rTMS may be due to synaptic changes such as long-term potentiation (LTP) among cortical neurons.

    “Long lasting neuronal effects of rTMS may be due to synaptic changes (e.g., long-term potentiation [LTP] among cortical neurons; Ridding & Rothwell, 2007).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Ridding & Rothwell, 2007 source
  • May combine two claims.

    Premisecitation

    Evidence has suggested that TMS may improve psychomotor speed, visual scanning, and set-shifting ability among individuals with TRD.

    “For example, evidence has suggested that TMS may improve psychomotor speed, visual scanning, and set-shifting ability among individuals with TRD (Martin et al., 2017).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Martin et al., 2017 source
  • May combine two claims.

    Interpretationreasoning

    TBS may improve verbal learning and memory, but evidence is mixed.

    “Taken together, these results suggest that TBS may improve verbal learning and memory; however, evidence is mixed.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Whether those medications improve neurocognitive function to a greater degree than expected from improvement in depressive symptomology is unclear.

    “Whether those medications improve neurocognitive function to a greater degree than expected from improvement in depressive symptomology is unclear (Biringer et al., 2009).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Biringer et al., 2009 source
  • May combine two claims.

    Study design and conductreasoning

    A small number of studies met criteria for inclusion, which limits firm conclusions.

    “Given the dearth of evidence on neurocognitive effects of TBS in TRD, a small number of studies met criteria for inclusion which limits firm conclusions.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Neurocognitive performance remained relatively stable across timepoints and/or was similar across timepoints between conditions.

    “suggesting that neurocognitive performance remained relatively stable across timepoints and/or was similar across timepoints between conditions (e.g., active TBS, active rTMS, sham).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    The results of the current systematic review provide evidence in support of neurocognitive safety and potential benefit of TBS intervention for TRD when administered to the dorsolateral prefrontal cortex.

    “The results of the current systematic review provide evidence in support of neurocognitive safety and potential benefit of theta burst stimulation intervention for TRD when administered to the dorsolateral prefrontal cortex.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Those findings of possible cognitive improvement need to be interpreted with caution given the magnitude of those enhancements was unknown and there were mixed findings without replication for each cognitive domain.

    “However, those findings of possible cognitive improvement need to be interpreted with caution given the magnitude of those enhancements was unknown and there were mixed findings without replication for each cognitive domain.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    The potential effect of TBS on 1-back task performance may have been indicative of a change in processing speed rather than working memory per se given the improvement in reaction time rather than accuracy.

    “This may have been indicative of a change in processing speed rather than working memory per se given the improvement in reaction time rather than accuracy.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Previous reviews have suggested that standard rTMS for TRD may produce modest cognitive enhancing effects.

    “Of note, previous reviews (Martin et al., 2017;Serafini et al., 2015) have suggested that standard rTMS for TRD may produce modest cognitive enhancing effects”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Martin et al., 2017 source
    • cites Serafini et al., 2015 source
  • May combine two claims.

    Interpretationreasoning

    Taken together, the results suggest that TBS may not enhance processing speed, although evidence is mixed.

    “Taken together, these results suggest that TBS may not enhance processing speed, although evidence is mixed.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The included studies are representative of the available evidence on the neurocognitive effects of TBS for TRD.
    • Rests on an assumption: The standardized neuropsychological tests used in the included studies validly measure the neurocognitive domains they are labeled as measuring.
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Some evidence suggests sertraline and bupropion have superior neurocognitive enhancing effects compared to other serotonergic agents, and paroxetine is typically associated with worse neurocognitive outcomes.

    “Some evidence suggests that sertraline and bupropion have superior neurocognitive enhancing effects compared to other serotonergic agents (Baune and Renger, 2014;Biringer et al., 2009) and that the use of paroxetine is typically associated with worse neurocognitive outcomes (Biringer et al., 2009).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Baune and Renger, 2014 source
    • cites Biringer et al., 2009 source
  • May combine two claims.

    Interpretationreasoning

    TBS may improve executive function, although evidence is mixed.

    “Taken together, these results suggest that TBS may improve executive function although evidence is mixed.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    While a flourishing area of research has demonstrated the efficacy of TBS for improving mood symptoms in TRD, to date, relatively little evidence exists regarding its neurocognitive effects.

    “While a flourishing area of research has demonstrated the efficacy of TBS for improving mood symptoms in TRD, to date, relatively little evidence exists regarding its neurocognitive effects.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning

    Initial findings are promising, but more research is necessary to adequately inform the neurocognitive effects of TBS in TRD.

    “Initial findings are promising, but more research is necessary to adequately inform the neurocognitive effects of TBS in TRD.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Most clinical studies focus solely on mood symptoms despite prognosis being predicted by neurocognitive dysfunction.
  • May combine two claims.

    Study design and conductreasoning

    Individual study results must be interpreted with caution because many lacked a sham control group, included mixed samples, and were open-label or used only a randomized single-blind design that lacked control for placebo effects.

    “Regarding individual study results, they must be interpreted with caution given that many lacked a sham control group, included mixed samples (both unipolar and bipolar depression), and were open-label or used only a randomized single-blind study design that lacked control for potential placebo effects.”
    Quote in the paperSubstantial claim
72 of 72
  • The paper relies on this without support.

    The Word and Color tests of the Stroop are primarily measures of simple processing speed, whereas Color-Word Interference is more commonly a measure of executive function, specifically inhibition.

    “Fitzgerald et al. (2020) reported the Stroop Word test as a measure of executive functioning, but the Word and Color tests are generally considered to be primarily a measure of simple processing speed, whereas Color-Word Interference is more commonly reported as a measure of executive function, specifically inhibition.”
  • The paper relies on this without support.

    The included studies are representative of the available evidence on the neurocognitive effects of TBS for TRD.

    “Eight articles and one abstract met inclusion criteria and were included in this review.”
  • The paper relies on this without support.

    The standardized neuropsychological tests used in the included studies validly measure the neurocognitive domains they are labeled as measuring.

    “included at least one standardized neuropsychological test, regardless of specified research use versus clinical use”
  • The paper relies on this without support.

    Most clinical studies focus solely on mood symptoms despite prognosis being predicted by neurocognitive dysfunction.

    “Despite prognosis being predicted by neurocognitive dysfunction, most clinical studies focus solely on mood symptoms.”
  • The paper relies on this without support.

    Measures of global cognition have limited sensitivity to more specific cognitive abilities and significant floor and ceiling effects.

    “Measures of global cognition, while useful to inform general global cognitive function, have limited sensitivity to more specific cognitive abilities as well as significant floor and ceiling effects.”
5 of 5

Self-check

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

Each contradiction between two passages listed here was confirmed by an independent check.

  • Cheng group sizes exceed the reported total

    Minor

    The study is described as having four groups of 20 participants each, which would total 80 rather than the stated 60.

    Reported 60 · recomputed 80

  • Working-memory study count omits Scho

    Minor

    The review lists four studies assessing attention and working memory, but elsewhere says Scho et al. also assessed working memory and found improvement.

  • Blumberger group sizes exceed the reported total

    Minor

    The reported standard-rTMS and TBS groups contain 87 and 85 participants, totaling 172 rather than the stated 164.

    Reported 164 · recomputed 172

3 of 3

Cites

Flagged first, then by citations

Research works printed but not linked: 1

  1. Smith, 2014, A world of depression, Nature, 515, 10

Cited by

Sorted by citations

Authors
Hutnyan, M., & McClintock, S. M.
Affiliations
The University of Texas Southwestern Medical Center (US)
Corresponding author
Hutnyan, Matthew
Venue
Transcranial Magnetic Stimulation
Publisher
Elsevier BV
Published
2025-01
Volume
2
Pages
100088
ISSN
3050-5291 (ISSN-L)
OpenAlex
W4406787762
Cited by
2
References
159
Citations by year
2026: 2
FWCI
0.42
Type
journal article
Language
en
Open access
Locations
Transcranial magnetic stimulation . (publishedVersion, cc-by-nc-nd)
Topics
  • Life Sciences › Neuroscience › Neurology › Transcranial Magnetic Stimulation Studies
  • Health Sciences › Medicine › Pharmacology › Treatment of Major Depression
  • Health Sciences › Medicine › Psychiatry and Mental health › Electroconvulsive Therapy Studies
Keywords
theta burst stimulation, treatment-resistant depression, major depressive disorder, neurocognitive effects, executive function, attention, working memory, verbal learning, neuromodulation

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.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-28.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-28.

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Statistics and arithmetic are recomputed, not judged.

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