Neurocognitive effects of theta burst stimulation for treatment-resistant depression in adults: A systematic review and recommendations for future research
Open accessAbstract
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
Cites
Statistics
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 - 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)
Experimental — accuracy not yet measured - 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
- Also stated in: § 1. Background · hedged
- 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
- Findingcitation
Fitzgerald et al. (2020) found no significant between-group differences in BVMT-R change scores from baseline to treatment end.
“Fitzgerald et al. (2020) found no significant between group differences in BVMT-R change scores from baseline to treatment end.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Fitzgerald et al., 2020 source
- Premisecitation
Studies have demonstrated enhancement of neurocognitive performance among healthy individuals and clinical populations including MCI, Parkinson disease, stroke, polysubstance use disorder, and schizophrenia.
“Studies have demonstrated enhancement of neurocognitive performance among healthy individuals (Lowe et al., 2018) and clinical populations including MCI (Chen et al., 2022), Parkinson disease (He et al., 2021), stroke (Tsai et al., 2020), polysubstance use disorder (Dong et al., 2023), and schizophrenia (Zhang et al., 2023).”
Quote in the paperNot a substantial claim1 of 3 sources checked - Findingcitation
Executive function was the most common neurocognitive domain examined in the included studies.
“Executive function was the most common neurocognitive domain examined in the included studies (Blumberger et al., 2022;Cheng et al., 2016;Cole et al., 2020;Cole et al., 2022;Cristancho et al., 2020;Cristancho et al., 2023;Scho et al., 2019)”
Quote in the paperNot a substantial claim1 of 3 sources checked - Premisecitation
Neurostimulation of the DLPFC, an important node in the dorsal executive system implicated in cognitive control during emotion regulation and associated with attention and executive function, has the potential to improve neurocognitive function.
“Neurostimulation of the DLPFC, which is considered an important node in the dorsal executive system implicated in cognitive control during emotion regulation and has been associated with neurocognitive functions such as attention and executive function, has the potential to improve neurocognitive function (Dolcos et al., 2011;Mayberg, 1997).”
Quote in the paperSubstantial claim1 of 2 sources checked - Findingcitation
There were findings of neurocognitive enhancement in verbal learning (Fitzgerald et al., 2020).
“and verbal learning (Fitzgerald et al., 2020).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Fitzgerald et al., 2020 source
- Findingcitation
Holczer et al. (2021) reported no significant difference in attentional processes such as alerting and orienting on the Attention Network Task or working memory on two- and three-conditions of a computerized N-back task.
“Holczer et al. (2021) reported no significant difference in attentional processes, such as alerting and orienting, on the Attention Network Task (ANT) or working memory on two-and three-conditions of a computerized Nback task.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Holczer et al., 2021 source
- Interpretationcitation
Some evidence suggested that TBS, independent of its improvement in depression severity, may be associated with improvement in attention, processing speed, aspects of executive function, and verbal recognition.
“and some evidence suggested that TBS, independent of its improvement in depression severity (Cheng et al., 2016;Fitzgerald et al., 2020), may be associated with improvement in attention, processing speed, aspects of executive function, and verbal recognition.”
Quote in the paperSubstantial claim1 of 2 sources checked - Premisecitation
Evidence for pro-cognitive effects of TMS is limited and mixed, especially for MCI, schizophrenia, and bipolar disorder.
“However, evidence is limited and mixed, especially for MCI, schizophrenia, and bipolar disorder (see Iimori et al., 2019 andKim et al., 2019 for reviews of modalities, mechanisms, and limitations).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Iimori et al., 2019 source
- cites Kim et al., 2019 source
The Conclusions (page not provided) describe studies with no significant cognitive improvement, including in schizophrenia, and call for further clinical trials. The review also discusses mild cognitive impairment and says few studies assess cognition as a primary outcome. It does not establish that evidence is especially limited or mixed for MCI, and the passages found do not address bipolar disorder. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Findingcitation
Fitzgerald et al. (2020) found no within- or between-group differences in performance on Trail Making Test Part A.
“While Fitzgerald et al. (2020) found no within-or between-group differences in performance”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Fitzgerald et al., 2020 source
Section 3.7 (Cognition; page not provided) reports no between-group differences in cognitive change scores, supporting that part of the claim. But it reports a significant within-group improvement on Trail Making Test Part A in the standard rTMS group (p = 0.01), contrary to the claim of no within-group difference. (LLM, conf=0.92)
Experimental — accuracy not yet measured
- Findingcitation
Fitzgerald et al. (2020) found no significant within- or between-group differences in change scores from baseline to posttreatment on the WMS-III Digit Span subtest measuring auditory attention and working memory.
“Fitzgerald et al. (2020) measured auditory attention and working memory using the Wechsler Memory Scale-3rd Edition (WMS-III) Digit Span subtest and found no significant within-or between-group differences in the change scores from baseline to posttreatment.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Fitzgerald et al., 2020 source
- Premisecitation
There were null results in one study of individuals with bipolar disorder.
“However, there were null results in one study of individuals with bipolar disorder (Torres et al., 2023).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Torres et al., 2023 source
- Findingcitation
Fitzgerald et al. (2020) found that individuals in the TBS group experienced significantly improved performance on RAVLT recognition.
“however, individuals in the TBS group experienced significantly improved performance on RAVLT recognition.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Fitzgerald et al., 2020 source
- Findingcitation
There were findings of neurocognitive enhancement in processing speed (Fitzgerald et al., 2020).
“processing speed (Fitzgerald et al., 2020)”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Fitzgerald et al., 2020 source
- Findingcitation
Fitzgerald et al. (2020) found no between-group differences in RAVLT change scores from baseline to treatment end.
“Using the Rey Auditory Verbal Learning Test (RAVLT), Fitzgerald et al. (2020) found no between group differences in change scores from baseline to treatment end”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Fitzgerald et al., 2020 source
- Premisecitation
Executive function is especially impacted in TRD.
“which has important treatment implications given that it is especially impacted in TRD (López-Solà et al., 2020;Rao et al., 2019)”
Quote in the paperSubstantial claim2 of 2 sources checked- cites López-Solà et al., 2020 source
The Results report poorer executive-function performance in the TRD group than in the nonresistant group. However, they do not identify executive function as especially affected relative to other domains: verbal memory was the domain that remained significantly different after controlling for treatment and symptom severity and was associated with TRD risk (Results; Discussion, Cognitive variables). (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites Rao et al., 2019 source
- Findingcitation
Fitzgerald et al. (2020) reported improvement in Stroop Word reading performance in the TBS group.
“Also, Fitzgerald et al. (2020) reported improvement in Stroop Word reading performance in the TBS group.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Fitzgerald et al., 2020 source
- Findingcitation
Holczer et al. (2021) found a potential effect of TBS on 1-back task performance characterized by shorter reaction times at the post-treatment timepoint compared to baseline.
“However, they found a potential effect of TBS on 1-back task performance characterized by shorter reaction times at the post-treatment timepoint compared to baseline.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Holczer et al., 2021 source
- Findingcitation
Four studies included measures of attention and working memory.
“Four studies (Cole et al., 2020;Cristancho et al., 2023;Fitzgerald et al., 2020;Holczer et al., 2021) included measures of attention and working memory.”
Quote in the paperNot a substantial claim1 of 3 sources checked - Premisecitation
In their meta-analysis of randomized control trials, Martin et al. (2016) found that active rTMS did not have a robust effect on multiple cognitive domains across studies of multiple psychiatric disorders.
“Notably, in their meta-analysis of randomized control trials (RCTs), Martin et al. (2016) found that active rTMS did not have a robust effect on multiple cognitive domains across studies of multiple psychiatric disorders.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Martin et al., 2016 source
- Findingown data
Only three studies included a follow-up timepoint more than three days after the end of TBS treatment.
“Only three studies included a follow-up timepoint more than three days after the end of TBS treatment (Blumberger et al., 2022;Cole et al., 2020;Cristancho et al., 2023)”
Quote in the paperSubstantial claim1 of 3 sources checked - Premisecitation
Re-administration of measures over time tends to result in artificially improved performance.
“The re-administration of measures over time tends to result in artificially improved performance”
Quote in the paperSubstantial claim1 of 2 sources checked - Findingown data
TBS for TRD may produce neurocognitive enhancement across specific neurocognitive domains including executive functioning, attention, working memory, and verbal learning.
“Results suggested that TBS for TRD may produce neurocognitive enhancement across specific neurocognitive domains including executive functioning, attention, working memory, and verbal learning.”
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.
- Findingown data
A total of eight articles and one abstract published between 2005 and 2024 met inclusion criteria for the systematic review.
“A total of eight articles and one abstract published between 2005 and 2024 met inclusion criteria.”
- Also stated in: § 3.1. Included studies · plain
“Eight articles and one abstract met inclusion criteria and were included in this review.”
Quote in the paperNot a substantial claim - Also stated in: § 3.1. Included studies · plain
- Findingcitation
Participants who received iTBS alone and experienced a 50% reduction in depression severity (responders) relative to those who had no response showed substantial improvements in WCST performance, including more total correct and conceptual level responses, and fewer errors.
“Participants who received iTBS alone and experienced a 50 % reduction in depression severity (responders) relative to those who had no response showed substantial improvements in WCST performance, including more total correct and conceptual level responses, and fewer errors.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Cheng et al., 2016 source
- Findingcitation
A follow-up study by Cristancho et al. (2023) failed to replicate the finding of a significant decrease in dysexecutive-behavior.
“a follow-up study by Cristancho et al. (2023) failed to replicate that finding.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cristancho et al., 2023 source
- Findingcitation
Cheng et al. (2016) found that changes in complex problem solving and concept formation on the Wisconsin Card Sorting Test were dependent on the type of TBS used and if it had antidepressant benefit.
“Cheng et al. (2016) used the Wisconsin Card Sorting Test (WCST) and found that changes in complex problem solving and concept formation were dependent on the type of TBS used and if it had antidepressant benefit.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cheng et al., 2016 source
- Findingcitation
Cole et al. (2020) found no significant change in performance between baseline and post-treatment on the WAIS-IV Digit Span subtest.
“Similarly, Cole et al. (2020) used the Wechsler Adult Intelligence Scale-4th Edition (WAIS-IV) Digit Span subtest and found no significant change in performance between baseline and post-treatment timepoints.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cole et al., 2020 source
- Findingown data
A measure of global cognitive function was included in only one study.
“A measure of global cognitive function was included in only one study.”
Quote in the paperNot a substantial claim - Findingcitation
Two studies using the HVLT-R reported no significant differences across study time points.
“Two studies included the Hopkins Verbal Learning Test-Revised (HVLT-R; Cole et al., 2020;Cole et el., 2021) and neither reported significant differences across study time points.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Cole et al., 2020 source
- cites Cole et el., 2021
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
Across the nine included studies, most neurocognitive change outcomes were insignificant.
“Across the nine included studies, most neurocognitive change outcomes were insignificant”
Quote in the paperSubstantial claim - Findingcitation
Scho et al. (2019) found that performance on the Stroop Test and Tower of London Test did not significantly change from baseline.
“Scho et al. (2019) used the Stroop Test and Tower of London Test to measure inhibition and complex planning, respectively, and found that in comparison to baseline, performance on these measures did not significantly change.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Scho et al., 2019 source
- Findingnone given
Most of the significant results were not replicated in other studies using the same instruments.
“Importantly, most of the significant results were not replicated in other studies using the same instruments.”
Quote in the paperSubstantial claim - Findingcitation
Cole et al. (2020) found no significant difference between timepoints on either the D-KEFS TMT or Color-Word Interference subtest.
“Cole et al. (2020) found no significant difference between timepoints on either subtest”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cole et al., 2020 source
- Findingcitation
Cristancho et al. (2023) found no significant change in working memory within or between groups between timepoints using the NIH Toolbox List Sorting Working Memory Test.
“Cristancho et al. (2023) found no significant change in working memory within or between groups between timepoints using the NIH Toolbox List Sorting Working Memory Test.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cristancho et al., 2023 source
- Findingcitation
Cole et al. (2022) found significantly improved performance on the Color-Word Interference subtest in the active TBS group only.
“whereas Cole et al. (2022) found significantly improved performance on the Color-Word Interference subtest in the active TBS group only.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cole et al., 2022 source
- Findingcitation
Cristancho et al. (2020) reported a significant decrease in dysexecutive-behavior from baseline to treatment-end on the FrSBe executive subscale.
“while Cristancho et al. (2020) reported a significant decrease in dysexecutive-behavior from baseline to treatment-end”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cristancho et al., 2020 source
- Findingcitation
There were findings of neurocognitive enhancement in working memory (Scho et al., 2019).
“working memory (Scho et al., 2019)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Scho et al., 2019 source
- Findingcitation
Cristancho et al. (2023) found no within- or between-group differences on the NIH Toolbox Crystallized Composite score.
“Cristancho et al. (2023) used the NIH Toolbox cognitive battery Crystallized Composite score (Oral Reading Recognition and Picture Vocabulary) to measure crystallized intelligence and found no within-or between-group differences.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cristancho et al., 2023 source
- Findingnone given
Processing speed was the least commonly assessed neurocognitive domain.
“Processing speed was the least commonly assessed neurocognitive domain.”
Quote in the paperNot a substantial claim - Findingcitation
Cristancho et al. (2020) reported significant improvement in performance across timepoints within and between groups on the Flanker Inhibitory Control and Attention Test.
“Cristancho et al. (2020) reported significant improvement in performance across timepoints within and between groups on the Flanker Inhibitory Control and Attention Test”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cristancho et al., 2020 source
- Findingcitation
Other studies (Cole et al., 2020; Cole et al., 2022) included the D-KEFS TMT and reported no significant results.
“Other studies (Cole et al., 2020;Cole et el., 2022) included the Delis-Kaplan Executive Function System (D-KEFS) 4 TMT and reported no significant results.”
Quote in the paperNot a substantial claim0 of 2 sources checked - Findingcitation
There is no evidence to suggest that TBS improves visuospatial learning and memory.
“There is no evidence to suggest that TBS improves visuospatial learning and memory.”
Quote in the paperSubstantial claim - Findingcitation
There was one finding of a decline in neurocognitive performance, specifically processing speed, reported in an open label TBS study (Scho et al., 2019).
“There was one finding of a decline in neurocognitive performance, specifically processing speed, that was reported in an open label TBS study (Scho et al., 2019).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Scho et al., 2019 source
- Findingcitation
Cole et al. (2020) found no significant difference in visuospatial learning and memory performance from baseline to post-treatment.
“Similarly, Cole et al. (2020) found no significant difference in visuospatial learning and memory performance from baseline to post-treatment.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Cole et al., 2020 source
- Findingcitation
There were findings of neurocognitive enhancement in executive function (Cheng et al., 2016; Cristancho et al., 2020; Scho et al., 2019).
“executive function (Cheng et al., 2016;Cristancho et al., 2020;Scho et al., 2019)”
Quote in the paperSubstantial claim0 of 3 sources checked - Findingcitation
Cristancho et al. (2020) and Cristancho et al. (2023) assessed the impact of TBS on performance on the Frontal Systems Behavioral Scale executive subscale and the NIH Toolbox Dimensional Change Card Sort.
“Cristancho et al. (2020) and Cristancho et al. (2023) also assessed the impact of TBS on performance on the Frontal Systems Behavioral Scale (FrSBe) executive subscale and the NIH Toolbox Dimensional Change Card Sort (DCCS).”
Quote in the paperNot a substantial claim0 of 2 sources checked - Premisecitation
ECT is associated with adverse cognitive effects that may limit treatment acceptability.
“However, ECT is associated with adverse cognitive effects that may limit treatment acceptability (McClintock et al., 2011;Sackeim et al., 2007;Semkovska and McLoughlin, 2010).”
Quote in the paperSubstantial claim0 of 3 sources checked - Premisecitation
About one-third of individuals with MDD receive no benefit from two or more pharmacologic treatments.
“about onethird receive no benefit from two or more pharmacologic treatments (Rush et al., 2006;Trivedi et al., 2006).”
Quote in the paperSubstantial claim0 of 2 sources checked - Premisecitation
Electroconvulsive therapy (ECT) has been shown to be one of the most effective treatments for TRD.
“Electroconvulsive therapy (ECT) has been shown to be one of the most effective treatments for TRD (Kho et al., 2003;Lisanby, 2007).”
Quote in the paperSubstantial claim0 of 2 sources checked - Premisecitation
Initial evidence for TBS cognitive effects is promising.
“While less research has been conducted concerning TBS, the initial evidence is promising (Demeter, 2016).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Demeter, 2016 source
- Interpretationreasoning
Overall, the evidence suggests that the most promising TBS-enhanced neurocognitive domain may be executive function.
“Overall, the evidence suggests that the most promising TBSenhanced neurocognitive domain may be executive function”
Quote in the paperSubstantial claim - Interpretationcitation
Taken together, the results suggest that TBS may not have an effect on attention or working memory.
“Taken together, these results suggest that TBS may not have an effect on attention or working memory.”
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.
- Premisenone given
No systematic reviews have been published to date regarding the neurocognitive effects of TBS in TRD.
“no systematic reviews have been published to date regarding the neurocognitive effects of TBS in TRD.”
Quote in the paperNot a substantial claim - Study design and conductreasoning
The lack of medium- to long-term follow-up limited the opportunity to examine the durability of any purported neurocognitive safety and/or improvement.
“The lack of medium-to long-term follow-up limited the opportunity to examine the durability of any purported neurocognitive safety and/or improvement.”
Quote in the paperSubstantial claim
- 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 dataTwo 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.
PremisecitationNeurocognitive 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.
- Also stated in: § 1. Background · boosted
May combine two claims.
PremisecitationRobust 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).
PremisecitationRepetitive 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- Also stated in: § 1. Background · plain
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationEvidence 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
May combine two claims.
PremisecitationWhile 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 checkedMay combine two claims.
PremisecitationNumerous 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.
PremisecitationNeurocognitive 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 checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationEvidence 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.
PremisecitationSome 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 checkedProbably not a substantial claim: may not pass S2 (checkable).
PremisecitationTaken 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 checkedMay combine two claims.
PremisecitationWhile 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).
PremisecitationExecutive 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).
PremisecitationEvidence 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
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationThe 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.
FindingcitationBlumberger 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.
PremisecitationCognitive 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 checkedProbably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationNIH 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 checkedMay combine two claims.
FindingcitationA 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 checkedProbably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationThree 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 checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationOther 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.
FindingcitationBlumberger 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.
PremisecitationRobust 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.
PremisecitationEvidence 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 checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn 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 checkedMay combine two claims.
PremisecitationSubjective 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.
PremisecitationWhen 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 checkedMay combine two claims.
PremisecitationPositive 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.
PremisecitationNeurocognitive 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.
FindingcitationCole 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 checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenHigh 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 claimMay combine two claims.
FindingreasoningSuch improvement was modest, short-term, and unreplicated.
“However, such improvement was modest, short-term, and unreplicated.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataMost 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 claimMay combine two claims.
FindingreasoningThe 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 claimThe quote only partly states this claim.
FindingcitationScho 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 dataIn 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataUsing 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataOther 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 claimMay combine two claims.
FindingcitationNeither 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 checkedMay combine two claims.
FindingcitationNo 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.
FindingreasoningEach 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 claimMay combine two claims.
FindingreasoningNone 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationDeMayo 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 givenIncluded 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 claimMay combine two claims.
PremisecitationWhile 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.
InterpretationreasoningTBS 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.
PremisecitationrTMS 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 checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationTMS 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.
PremisecitationSSRIs 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 checkedMay combine two claims.
PremisereasoningThe 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- Also stated in: § 1. Background · plain
May combine two claims.
PremisecitationTheta 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.
- Also stated in: § 1. Background · plain
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationIn 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.
PremisecitationFew 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
- Also stated in: § 1. Background · plain
May combine two claims.
PremisecitationThe 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 checkedMay combine two claims.
PremisecitationLeft 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 checkedMay combine two claims.
PremisecitationHigh-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).
PremisecitationLong 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.
PremisecitationEvidence 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.
InterpretationreasoningTBS 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationWhether 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 conductreasoningA 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 claimMay combine two claims.
InterpretationreasoningNeurocognitive 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 claimMay combine two claims.
InterpretationreasoningThe 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 claimMay combine two claims.
InterpretationreasoningThose 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPrevious 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 checkedMay combine two claims.
InterpretationreasoningTaken 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.
PremisecitationSome 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 checkedMay combine two claims.
InterpretationreasoningTBS 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 claimMay combine two claims.
Interpretationown dataWhile 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 claimClassified as probably not a substantial claim. May combine two claims.
InterpretationreasoningInitial 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 conductreasoningIndividual 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
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.”
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
MinorThe study is described as having four groups of 20 participants each, which would total 80 rather than the stated 60.
Reported 60 · recomputed 80
“Cheng et al. (2016) N = 60 adults n = 20 in each group”
Working-memory study count omits Scho
MinorThe review lists four studies assessing attention and working memory, but elsewhere says Scho et al. also assessed working memory and found improvement.
“Four studies (Cole et al., 2020;Cristancho et al., 2023;Fitzgerald et al., 2020;Holczer et al., 2021) included measures of attention and working memory.”
“Scho et al. (2019) found a significant improvement in working memory on a figural learning test after TBS”
Blumberger group sizes exceed the reported total
MinorThe reported standard-rTMS and TBS groups contain 87 and 85 participants, totaling 172 rather than the stated 164.
Reported 164 · recomputed 172
“Blumberger et al. (2022) N = 164 Standard rTMS: n = 87; 54 % female; mean years of education: 15; mean age (SD): 67.1 (6.7) TBS: n = 85”
Cites
The PRISMA 2020 statement: An updated guideline for reporting systematic reviews
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., et al. (2021) · BMJ · doi:10.1136/bmj.n71 · Cited by 108,283 · see citing works
The PRISMA 2020 statement: an updated guideline for reporting systematic reviews
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., et al. (2021) · Systematic Reviews · doi:10.1186/s13643-021-01626-4 · Cited by 13,874 · see citing works
Diamond, A. (2013) · Annual Review of Psychology · doi:10.1146/annurev-psych-113011-143750 · Cited by 13,268 · see citing works
The PRISMA 2020 statement: an updated guideline for reporting systematic reviews
Page, M. J., McKenzie, J., Bossuyt, P., Boutron, I., Hoffmann, T., mulrow, C., Shamseer, L., Tetzlaff, J., Akl, E., Brennan, S. E., et al. (2020) · doi:10.31222/osf.io/v7gm2_v1 · Cited by 8,090 · see citing works
Theta Burst Stimulation of the Human Motor Cortex
Huang, Y.-Z., Edwards, M. J., Rounis, E., Bhatia, K. P., & Rothwell, J. C. (2005) · Neuron · doi:10.1016/j.neuron.2004.12.033 · Cited by 4,158 · see citing works
Trivedi, M. H., Rush, A. J., Wisniewski, S. R., Nierenberg, A. A., Warden, D., Ritz, L., Norquist, G., Howland, R. H., Lebowitz, B., McGrath, P. J., et al. (2006) · American Journal of Psychiatry · doi:10.1176/appi.ajp.163.1.28 · Cited by 3,879 · see citing works
Prevalence of depression symptoms in US adults before and during the COVID-19 pandemic
Ettman, C. K., Abdalla, S. M., Cohen, G. H., Sampson, L., Vivier, P. M., & Galea, S. (2020) · JAMA Network Open · doi:10.1001/jamanetworkopen.2020.19686 · Cited by 2,138 · see citing works
Limbic-cortical dysregulation: a proposed model of depression
(1997) · The Journal of Neuropsychiatry and Clinical Neurosciences · doi:10.1176/jnp.9.3.471 · Cited by 1,585 · see citing works
Liu, Q., He, H., Yang, J., Feng, X., Zhao, F., & Lyu, J. (2020) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2019.08.002 · Cited by 1,452 · see citing works
Blumberger, D. M., Vila-Rodriguez, F., Thorpe, K. E., Feffer, K., Noda, Y., Giacobbe, P., Knyahnytska, Y., Kennedy, S. H., Lam, R. W., Daskalakis, Z. J., et al. (2018) · The Lancet · doi:10.1016/s0140-6736(18)30295-2 · Cited by 1,363 · see citing works
Mayberg, H. S., Brannan, S. K., Tekell, J. L., Silva, J. A., Mahurin, R. K., McGinnis, S., & Jerabek, P. A. (2000) · Biological Psychiatry · doi:10.1016/s0006-3223(00)01036-2 · Cited by 1,115 · see citing works
Cuijpers, P., Berking, M., Andersson, G., Quigley, L., Kleiboer, A., & Dobson, K. S. (2013) · The Canadian Journal of Psychiatry · doi:10.1177/070674371305800702 · Cited by 1,066 · see citing works
Bupropion-SR, Sertraline, or Venlafaxine-XR after Failure of SSRIs for Depression
Rush, A. J., Trivedi, M. H., Wisniewski, S. R., Stewart, J. W., Nierenberg, A. A., Thase, M. E., Ritz, L., Biggs, M. M., Warden, D., Luther, J. F., et al. (2006) · New England Journal of Medicine · doi:10.1056/nejmoa052963 · Cited by 1,033 · see citing works
Stanford Accelerated Intelligent Neuromodulation Therapy for Treatment-Resistant Depression
Cole, E. J., Stimpson, K. H., Bentzley, B. S., Gulser, M., Cherian, K., Tischler, C., Nejad, R., Pankow, H., Choi, E., Aaron, H., et al. (2020) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2019.19070720 · Cited by 802 · see citing works
Stanford Neuromodulation Therapy (SNT): A Double-Blind Randomized Controlled Trial
Cole, E. J., Phillips, A. L., Bentzley, B. S., Stimpson, K. H., Nejad, R., Barmak, F., Veerapal, C., Khan, N., Cherian, K., Felber, E., et al. (2022) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2021.20101429 · Cited by 795 · see citing works
Semkovska, M., & McLoughlin, D. M. (2010) · Biological Psychiatry · doi:10.1016/j.biopsych.2010.06.009 · Cited by 718 · see citing works
McClintock, S. M., Reti, I. M., Carpenter, L. L., McDonald, W. M., Dubin, M., Taylor, S. F., Cook, I. A., O’Reardon, J., Husain, M. M., Wall, C., et al. (2018) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.16cs10905 · Cited by 693 · see citing works
Self-citationIs there a future for therapeutic use of transcranial magnetic stimulation?
Ridding, M. C., & Rothwell, J. C. (2007) · Nature Reviews Neuroscience · doi:10.1038/nrn2169 · Cited by 687 · see citing works
Grimm, S., Beck, J., Schuepbach, D., Hell, D., Boesiger, P., Bermpohl, F., Niehaus, L., Boeker, H., & Northoff, G. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2007.05.033 · Cited by 686 · see citing works
Perera, T., George, M. S., Grammer, G., Janicak, P. G., Pascual-Leone, A., & Wirecki, T. S. (2016) · Brain Stimulation · doi:10.1016/j.brs.2016.03.010 · Cited by 674 · see citing works
An efficient and accurate new method for locating the F3 position for prefrontal TMS applications
Beam, W., Borckardt, J. J., Reeves, S. T., & George, M. S. (2009) · Brain Stimulation · doi:10.1016/j.brs.2008.09.006 · Cited by 626 · see citing works
Ten years of theta burst stimulation in humans: Established knowledge, unknowns and prospects
Suppa, A., Huang, Y.-Z., Funke, K., Ridding, M. C., Cheeran, B., Di Lazzaro, V., Ziemann, U., & Rothwell, J. C. (2016) · Brain Stimulation · doi:10.1016/j.brs.2016.01.006 · Cited by 609 · see citing works
Induction of synaptic potentiation in hippocampus by patterned stimulation involves two events
Larson, J., & Lynch, G. (1986) · Science · doi:10.1126/science.3704635 · Cited by 597 · see citing works
The cognitive effects of electroconvulsive therapy in community settings
Sackeim, H. A., Prudic, J., Fuller, R., Keilp, J., Lavori, P. W., & Olfson, M. (2007) · Neuropsychopharmacology · doi:10.1038/sj.npp.1301180 · Cited by 577 · see citing works
Cognitive impairment in euthymic major depressive disorder: a meta-analysis
Bora, E., Harrison, B. J., Yücel, M., & Pantelis, C. (2013) · Psychological Medicine · doi:10.1017/s0033291712002085 · Cited by 551 · see citing works
Zhdanava, M., Pilon, D., Ghelerter, I., Chow, W., Joshi, K., Lefebvre, P., & Sheehan, J. J. (2021) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.20m13699 · Cited by 523 · see citing works
Neurocognitive impairment in drug-free patients with major depressive disorder
Porter, R. J., Gallagher, P., Thompson, J. M., & Young, A. H. (2003) · British Journal of Psychiatry · doi:10.1192/bjp.182.3.214 · Cited by 519 · see citing works
Conradi, H. J., Ormel, J., & de Jonge, P. (2011) · Psychological Medicine · doi:10.1017/s0033291710001911 · Cited by 515 · see citing works
Enhancement of human cognitive performance using transcranial magnetic stimulation (TMS)
Luber, B., & Lisanby, S. H. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2013.06.007 · Cited by 508 · see citing works
Electroconvulsive Therapy for Depression
Lisanby, S. H. (2007) · New England Journal of Medicine · doi:10.1056/nejmct075234 · Cited by 503 · see citing works
Transcranial Magnetic Stimulation: Applications in Neuropsychiatry
George, M. S., Lisanby, S. H., & Sackeim, H. A. (1999) · Archives of General Psychiatry · doi:10.1001/archpsyc.56.4.300 · Cited by 496 · see citing works
Neurocognitive deficits and disability in major depressive disorder
Jaeger, J., Berns, S., Uzelac, S., & Davis-Conway, S. (2006) · Psychiatry Research · doi:10.1016/j.psychres.2005.11.011 · Cited by 484 · see citing works
(2007) · PubMed · Cited by 453 · see citing works
McIntyre, R. S., Lophaven, S., & Olsen, C. K. (2014) · The International Journal of Neuropsychopharmacology · doi:10.1017/s1461145714000546 · Cited by 433 · see citing works
Cognitive impairment in the remitted state of unipolar depressive disorder: A systematic review
Hasselbalch, B. J., Knorr, U., & Kessing, L. V. (2011) · Journal of Affective Disorders · doi:10.1016/j.jad.2010.11.011 · Cited by 406 · see citing works
Practice effects and the use of alternate forms in serial neuropsychological testing
BEGLINGER, L., GAYDOS, B., TANGPHAODANIELS, O., DUFF, K., KAREKEN, D., CRAWFORD, J., FASTENAU, P., & SIEMERS, E. (2005) · Archives of Clinical Neuropsychology · doi:10.1016/j.acn.2004.12.003 · Cited by 362 · see citing works
Dolcos, F., Iordan, A. D., & Dolcos, S. (2011) · Journal of Cognitive Psychology · doi:10.1080/20445911.2011.594433 · Cited by 355 · see citing works
Gaynes, B. N., Lloyd, S. W., Lux, L., Gartlehner, G., Hansen, R. A., Brode, S., Jonas, D. E., Evans, T. S., Viswanathan, M., & Lohr, K. N. (2014) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.13r08815 · Cited by 347 · see citing works
Detecting significant change in neuropsychological test performance: A comparison of four models
Temkin, N. R., Heaton, R. K., Grant, I., & DIKMEN, S. S. (1999) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617799544068 · Cited by 324 · see citing works
Chou, Y.-H., Ton That, V., & Sundman, M. (2020) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2019.08.020 · Cited by 319 · see citing works
Mahableshwarkar, A. R., Zajecka, J., Jacobson, W., Chen, Y., & Keefe, R. S. (2015) · Neuropsychopharmacology · doi:10.1038/npp.2015.52 · Cited by 307 · see citing works
Bakker, N., Shahab, S., Giacobbe, P., Blumberger, D. M., Daskalakis, Z. J., Kennedy, S. H., & Downar, J. (2015) · Brain Stimulation · doi:10.1016/j.brs.2014.11.002 · Cited by 306 · see citing works
Practice effects during repeated administrations of memory tests with and without alternate forms
Benedict, R. H. B., & Zgaljardic, D. J. (1998) · Journal of Clinical and Experimental Neuropsychology · doi:10.1076/jcen.20.3.339.822 · Cited by 304 · see citing works
The burden of disease for treatment-resistant depression.
Greden, J. F. (2001) · PubMed · Cited by 279 · see citing works
The Expanding Evidence Base for rTMS Treatment of Depression
George, M., Taylor, J. J., & Short, E. (2013) · Current Opinion in Psychiatry · doi:10.1097/yco.0b013e32835ab46d · Cited by 276 · see citing works
A meta-analysis of electroconvulsive therapy efficacy in depression
Kho, K. H., van Vreeswijk, M. F., Simpson, S., & Zwinderman, A. H. (2003) · The Journal of ECT · doi:10.1097/00124509-200309000-00005 · Cited by 265 · see citing works
Treatment-resistant depression and suicidality
Bergfeld, I. O., Mantione, M., Figee, M., Schuurman, P. R., Lok, A., & Denys, D. (2018) · Journal of Affective Disorders · doi:10.1016/j.jad.2018.04.016 · Cited by 256 · see citing works
Reliability and Validity in Neuropsychological Assessment
Franzen, M. D. (2002) · Critical issues in neuropsychology · doi:10.1007/978-1-4757-3224-5 · Cited by 254 · see citing works
Höflich, G., Kasper, S. F., Hufnagel, A., Ruhrmann, S., & Möller, H. ‐. (1993) · Human Psychopharmacology Clinical and Experimental · doi:10.1002/hup.470080510 · Cited by 245 · see citing works
Defining and Measuring Functional Recovery from Depression
Greer, T. L., Kurian, B. T., & Trivedi, M. H. (2010) · CNS Drugs · doi:10.2165/11530230-000000000-00000 · Cited by 222 · see citing works
Evans, V. C., Iverson, G. L., Yatham, L. N., & Lam, R. W. (2014) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.13r08939 · Cited by 185 · see citing works
Cole, E., Stimpson, K., Bentzley, B. S., Gulser, M., Cherian, K., Tischler, C., Nejad, R., Pankow, H., Choi, E., Aaron, H., et al. (2019) · bioRxiv · doi:10.1101/581280 · Cited by 179 · see citing works
The role of cognitive dysfunction in the symptoms and remission from depression
Gonda, X., Pompili, M., Serafini, G., Carvalho, A. F., Rihmer, Z., & Dome, P. (2015) · Annals of General Psychiatry · doi:10.1186/s12991-015-0068-9 · Cited by 173 · see citing works
Grossheinrich, N., Rau, A., Pogarell, O., Hennig-Fast, K., Reinl, M., Karch, S., Dieler, A., Leicht, G., Mulert, C., Sterr, A., et al. (2009) · Biological Psychiatry · doi:10.1016/j.biopsych.2008.10.029 · Cited by 168 · see citing works
Martin, D. M., McClintock, S. M., Forster, J. J., Lo, T. Y., & Loo, C. K. (2017) · Depression and Anxiety · doi:10.1002/da.22658 · Cited by 162 · see citing works
Self-citationMarra, H., Myczkowski, M. L., Memória, C. M., Arnaut, D., Ribeiro, P. L., Mansur, C. G., Alberto, R. L., Bellini, B. B., da Silva, A. A. F., Tortella, G., et al. (2015) · Behavioural Neurology · doi:10.1155/2015/287843 · Cited by 161 · see citing works
Naismith, S. L., Longley, W. A., Scott, E. M., & Hickie, I. B. (2007) · BMC Psychiatry · doi:10.1186/1471-244x-7-32 · Cited by 146 · see citing works
Blumberger, D. M., Mulsant, B. H., Thorpe, K. E., McClintock, S. M., Konstantinou, G. N., Lee, H. H., Nestor, S. M., Noda, Y., Rajji, T. K., Trevizol, A. P., et al. (2022) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2022.2862 · Cited by 142 · see citing works
Self-citationRisio, L. D., Borgi, M., Pettorruso, M., Miuli, A., Ottomana, A. M., Sociali, A., Martinotti, G., Nicolò, G., Macrı̀, S., Giannantonio, M. D., et al. (2020) · Translational Psychiatry · doi:10.1038/s41398-020-01055-2 · Cited by 139 · see citing works
Cognitive impairment and neurocognitive profiles in major depression: A clinical perspective
Hammar, Å., Ronold, E. H., & Rekkedal, G. Å. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.764374 · Cited by 132 · see citing works
Hoy, K. E., Bailey, N., Michael, M., Fitzgibbon, B., Rogasch, N. C., Saeki, T., & Fitzgerald, P. B. (2016) · Cerebral Cortex · doi:10.1093/cercor/bhv193 · Cited by 129 · see citing works
Lin, Y., Jiang, W., Shan, P., Lü, M., Wang, T., Li, R., Zhang, N., & Ma, L. (2019) · Journal of the Neurological Sciences · doi:10.1016/j.jns.2019.01.038 · Cited by 124 · see citing works
Schulze-Rauschenbach, S. C., Harms, U., Schlaepfer, T. E., Maier, W., Falkai, P., & Wagner, M. (2005) · British Journal of Psychiatry · doi:10.1192/bjp.186.5.410 · Cited by 122 · see citing works
Neurocognitive Functioning in Depressed Young People: A Systematic Review and Meta-Analysis
Goodall, J., Fisher, C. A., Hetrick, S. E., Phillips, L., Parrish, E. M., & Allott, K. (2018) · Neuropsychology Review · doi:10.1007/s11065-018-9373-9 · Cited by 122 · see citing works
Herrera-Guzmán, I., Herrera-Abarca, J. E., Gudayol-Ferré, E., Herrera-Guzmán, D., Gómez-Carbajal, L., Peña-Olvira, M., Villuendas-González, E., & Joan, G.-O. (2010) · Psychiatry Research · doi:10.1016/j.psychres.2010.03.006 · Cited by 120 · see citing works
Jiang, Y., Guo, Z., Xing, G., He, L., Peng, H., Du, F., McClure, M. A., & Mu, Q. (2019) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00135 · Cited by 120 · see citing works
Li, C., Cheng, C., Chen, M., Juan, C.-H., Tu, P., Bai, Y., Jeng, J., Lin, W.-C., Tsai, S., & Su, T. (2019) · Biological Psychiatry · doi:10.1016/j.biopsych.2019.07.031 · Cited by 120 · see citing works
Neurocognitive Correlates of Response to Treatment in Late-Life Depression
Story, T. J., Potter, G. G., Attix, D. K., Welsh-Bohmer, K. A., & Steffens, D. C. (2008) · The American Journal of Geriatric Psychiatry · doi:10.1097/jgp.0b013e31817e739a · Cited by 117 · see citing works
Baune, B. T., & Renger, L. (2014) · Psychiatry Research · doi:10.1016/j.psychres.2014.05.013 · Cited by 115 · see citing works
Lowe, C. J., Manocchio, F., Safati, A. B., & Hall, P. A. (2018) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2018.02.004 · Cited by 115 · see citing works
Cognitive Effects of Pharmacotherapy for Major Depressive Disorder: A Systematic Review
Keefe, R. S. E., McClintock, S. M., Roth, R. M., Doraiswamy, P. M., Tiger, S., & Madhoo, M. (2014) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.13r08609 · Cited by 107 · see citing works
Self-citationDell’Osso, B., Camuri, G., Castellano, F., Vecchi, V., Benedetti, M., Bortolussi, S., & Altamura, A. C. (2011) · Clinical Practice & Epidemiology in Mental Health · doi:10.2174/1745017901107010167 · Cited by 105 · see citing works
Accelerated theta burst stimulation for the treatment of depression: a randomised controlled trial
Chen, L., Thomas, E. H. X., Kaewpijit, P., Miljevic, A., Hughes, R., Hahn, L., Kato, Y., Gill, S., Clarke, P., Ng, F., et al. (2021) · Brain Stimulation · doi:10.1016/j.brs.2021.07.018 · Cited by 105 · see citing works
Brigola, A. G., Manzini, C. S. S., Oliveira, G. B. S., Ottaviani, A. C., Sako, M. P., & Vale, F. A. C. (2015) · Dementia & Neuropsychologia · doi:10.1590/s1980-57642015dn91000009 · Cited by 103 · see citing works
Serafini, G., Pompili, M., Belvederi Murri, M., Respino, M., Ghio, L., Girardi, P., Fitzgerald, P. B., & Amore, M. (2015) · Neuropsychobiology · doi:10.1159/000381351 · Cited by 101 · see citing works
Bulteau, S., Laurin, A., Péré, M., Fayet, G., Thomas-Ollivier, V., Deschamps, T., Auffray-Calvier, E., Bukowski, N., Vanelle, J., Sebille, V., et al. (2022) · Brain stimulation · doi:10.1016/j.brs.2022.05.011 · Cited by 100 · see citing works
Wang, X., Mao, Z., Ling, Z., & Yu, X. (2019) · Journal of Neurology · doi:10.1007/s00415-019-09644-y · Cited by 99 · see citing works
A Review of the Neuropsychological Effects of Commonly Used Prescription Medications
Stein, R. A., & Strickland, T. L. (1998) · Archives of Clinical Neuropsychology · doi:10.1016/s0887-6177(97)00027-9 · Cited by 98 · see citing works
A review of the neuropsychological effects of commonly used prescription medications
Stein, R. A., & Strickland, T. L. (1998) · Archives of Clinical Neuropsychology · doi:10.1093/arclin/13.3.259 · Cited by 98 · see citing works
Cognitive deficits in the remitted state of unipolar depressive disorder.
Hasselbalch, B., Knorr, U. B., Hasselbalch, S. G., Gade, A., & Kessing, L. V. (2012) · Neuropsychology · doi:10.1037/a0029301 · Cited by 98 · see citing works
Cognition as a treatment target in depression
Kaser, M., Zaman, R., & Sahakian, B. J. (2017) · Psychological Medicine · doi:10.1017/s0033291716003123 · Cited by 96 · see citing works
Iimori, T., Nakajima, S., Miyazaki, T., Tarumi, R., Ogyu, K., Wada, M., Tsugawa, S., Masuda, F., Daskalakis, Z. J., Blumberger, D. M., et al. (2019) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2018.06.014 · Cited by 94 · see citing works
Vortioxetine: A Review in Cognitive Dysfunction in Depression
Frampton, J. E. (2016) · Drugs · doi:10.1007/s40265-016-0655-3 · Cited by 90 · see citing works
Trapp, N. T., Purgianto, A., Taylor, J. J., Singh, M. K., Oberman, L. M., Mickey, B. J., Youssef, N. A., Solzbacher, D., Zebley, B., Cabrera, L. Y., et al. (2025) · Clinical Neurophysiology · doi:10.1016/j.clinph.2024.12.015 · Cited by 89 · see citing works
Self-citationFitzgerald, P. B., Chen, L., Richardson, K., Daskalakis, Z. J., & Hoy, K. E. (2020) · Brain Stimulation · doi:10.1016/j.brs.2019.08.013 · Cited by 87 · see citing works
Cognitive deficits are associated with functional impairment in severely depressed patients
Vaughn McCall, W., & Dunn, A. G. (2003) · Psychiatry Research · doi:10.1016/j.psychres.2003.09.003 · Cited by 86 · see citing works
Chu, H., Cheng, C., Liang, C., Chang, W.-H., Juan, C.-H., Huang, Y., Jeng, J., Bai, Y., Tsai, S., Chen, M., et al. (2020) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2020.110168 · Cited by 86 · see citing works
Tsai, P., Lin, W., Tsai, K.-T., Kuo, C.-Y., & Lin, P.-H. (2020) · Journal of Psychiatry and Neuroscience · doi:10.1503/jpn.190060 · Cited by 81 · see citing works
Blumberger, D. M., Vila-Rodriguez, F., Wang, W., Knyahnytska, Y., Butterfield, M., Noda, Y., Yariv, S., Isserles, M., Voineskos, D., Ainsworth, N. J., et al. (2021) · Brain Stimulation · doi:10.1016/j.brs.2021.09.003 · Cited by 81 · see citing works
The effect of treatment as usual on major depressive disorder: A meta-analysis
Kolovos, S., van Tulder, M. W., Cuijpers, P., Prigent, A., Chevreul, K., Riper, H., & Bosmans, J. E. (2017) · Journal of Affective Disorders · doi:10.1016/j.jad.2016.12.013 · Cited by 79 · see citing works
Voigt, J. D., Leuchter, A. F., & Carpenter, L. L. (2021) · Translational Psychiatry · doi:10.1038/s41398-021-01441-4 · Cited by 78 · see citing works
Zis, P., Shafique, F., Hadjivassiliou, M., Blackburn, D., Venneri, A., Iliodromiti, S., Mitsikostas, D.-D., & Sarrigiannis, P. G. (2020) · Neuromodulation: Technology at the Neural Interface · doi:10.1111/ner.12946 · Cited by 77 · see citing works
Martin, D. M., McClintock, S. M., Forster, J., & Loo, C. K. (2016) · Neuropsychology Review · doi:10.1007/s11065-016-9325-1 · Cited by 76 · see citing works
Self-citationVortioxetine for cognitive enhancement in major depression: From animal models to clinical research
Bennabi, D., Haffen, E., & Van Waes, V. (2019) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00771 · Cited by 75 · see citing works
A Review of Modern Antidepressants Effects on Neurocognitive Function
Biringer, E., Rongve, A., & Lund, A. (2009) · Current Psychiatry Reviews · doi:10.2174/157340009788971137 · Cited by 73 · see citing works
Salagre, E., Solé, B., Tomioka, Y., Fernandes, B. S., Hidalgo-Mazzei, D., Garriga, M., Jimenez, E., Sanchez-Moreno, J., Vieta, E., & Grande, I. (2017) · Journal of Affective Disorders · doi:10.1016/j.jad.2017.06.034 · Cited by 71 · see citing works
Hasselbalch, B. J., Knorr, U., Hasselbalch, S. G., Gade, A., & Kessing, L. V. (2013) · European Psychiatry · doi:10.1016/j.eurpsy.2012.03.004 · Cited by 70 · see citing works
Kim, T. D., Hong, G., Kim, J., & Yoon, S. (2019) · Experimental Neurobiology · doi:10.5607/en.2019.28.1.1 · Cited by 65 · see citing works
Cheng, C.-M., Juan, C.-H., Chen, M.-H., Chang, C.-F., Lu, H. J., Su, T.-P., Lee, Y.-C., & Li, C.-T. (2016) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2015.11.009 · Cited by 63 · see citing works
Cheng, C. P. W., Wong, C. S. M., Lee, K. K., Chan, A. P. K., Yeung, J. W. F., & Chan, W. C. (2018) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.4726 · Cited by 63 · see citing works
Li, C.-T., Chen, M.-H., Juan, C.-H., Liu, R.-S., Lin, W.-C., Bai, Y.-M., & Su, T.-P. (2018) · Brain Stimulation · doi:10.1016/j.brs.2018.04.014 · Cited by 62 · see citing works
Which cognitive domains are improved by treatment with vortioxetine?
Harrison, J. E., Lophaven, S., & Olsen, C. K. (2016) · International Journal of Neuropsychopharmacology · doi:10.1093/ijnp/pyw054 · Cited by 59 · see citing works
Zhao, Y., He, Z., Luo, W., Yu, Y., Chen, J., Cai, X., Gao, J., Li, L., Gao, Q. C., Chen, H., et al. (2023) · Journal of Affective Disorders · doi:10.1016/j.jad.2023.01.061 · Cited by 53 · see citing works
Mendlowitz, A. B., Shanbour, A., Downar, J. H., Vila‐Rodriguez, F., Daskalakis, Z. J., Isaranuwatchai, W., & Blumberger, D. M. (2019) · PLoS ONE · doi:10.1371/journal.pone.0222546 · Cited by 52 · see citing works
Debarnot, U., Crépon, B., Orriols, E., Abram, M., Charron, S., Lion, S., Roca, P., Oppenheim, C., Gueguen, B., Ergis, A.-M., et al. (2015) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2015.05.001 · Cited by 51 · see citing works
Jiang, L., Cui, H., Zhang, C., Cao, X., Gu, N., Zhu, Y., Wang, J., Yang, Z., & Li, C. (2021) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2020.593000 · Cited by 50 · see citing works
He, W., Wang, J., & Tsai, P. (2021) · Neurorehabilitation and neural repair · doi:10.1177/1545968321104131 · Cited by 50 · see citing works
Executive Functioning Complaints and Escitalopram Treatment Response in Late-Life Depression
Manning, K. J., Alexopoulos, G. S., Banerjee, S., Morimoto, S. S., Seirup, J. K., Klimstra, S. A., Yuen, G., Kanellopoulos, T., & Gunning-Dixon, F. (2015) · The American Journal of Geriatric Psychiatry · doi:10.1016/j.jagp.2013.11.005 · Cited by 49 · see citing works
Neuropsychological Differential Diagnosis
Henrikson, E. W. (2000) · Psychiatric Services · doi:10.1176/appi.ps.51.7.941 · Cited by 49 · see citing works
Sciortino, D., Pigoni, A., Delvecchio, G., Maggioni, E., Schiena, G., & Brambilla, P. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2020.11.001 · Cited by 47 · see citing works
Wall, C. A., Croarkin, P. E., McClintock, S. M., Murphy, L. L., Bandel, L. A., Sim, L. A., & Sampson, S. M. (2013) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2013.00165 · Cited by 45 · see citing works
Self-citationAlexopoulos, G. S., Manning, K., Kanellopoulos, D., McGovern, A., Seirup, J. K., Banerjee, S., & Gunning, F. (2015) · Psychological Medicine · doi:10.1017/s0033291715001075 · Cited by 43 · see citing works
Wilkening, J., Witteler, F., & Goya‐Maldonado, R. (2022) · Acta Psychiatrica Scandinavica · doi:10.1111/acps.13502 · Cited by 41 · see citing works
Caeyenberghs, K., Duprat, R., Leemans, A., Hosseini, S. M. H., Wilson, P. H., Klooster, D., & Baeken, C. (2018) · Network Neuroscience · doi:10.1162/netn_a_00060 · Cited by 39 · see citing works
Stöhrmann, P., Godbersen, G. M., Reed, M. B., Unterholzner, J., Klöbl, M., Baldinger, P., Vanicek, T., Hahn, A., Lanzenberger, R. R., Kasper, S. F., et al. (2023) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.12.088 · Cited by 39 · see citing works
Liu, M., Bao, G., Bai, L., & Yu, E. (2021) · Science Progress · doi:10.1177/00368504211004266 · Cited by 37 · see citing works
The Neuroscience of Depression
(2021) · Elsevier eBooks · doi:10.1016/c2018-0-01715-6 · Cited by 34 · see citing works
Sumiyoshi, T., Watanabe, K., Noto, S., Sakamoto, S., Moriguchi, Y., Hammer-Helmich, L., & Fernandez, J. L. (2021) · Neuropsychiatric Disease and Treatment · doi:10.2147/ndt.s288108 · Cited by 32 · see citing works
Castellano, S., Ventimiglia, A., Salomone, S., Ventimiglia, A., Vivo, S., Signorelli, M., Bellelli, E., Santagati, M., Cantarella, R., Fazio, E., et al. (2016) · CNS & Neurological Disorders - Drug Targets · doi:10.2174/1871527315666161003170312 · Cited by 31 · see citing works
Cole, E., Gulser, M., Stimpson, K., Bentzley, B., Hawkins, J., Xiao, X., Schatzberg, A., Sudheimer, K., & Williams, N. (2019) · Brain Stimulation · doi:10.1016/j.brs.2018.12.299 · Cited by 31 · see citing works
López-Solà, C., Subirà, M., Serra-Blasco, M., Vicent-Gil, M., Navarra-Ventura, G., Aguilar, E., Acebillo, S., Palao, D. J., & Cardoner, N. (2020) · European Psychiatry · doi:10.1192/j.eurpsy.2020.65 · Cited by 31 · see citing works
Liu, L., Lv, X., Zhou, S., Liu, Q., Wang, J., Tian, H., Zhang, K., Wei, J., Wang, C., Chen, Q., et al. (2021) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2021.06.020 · Cited by 31 · see citing works
Adu, M. K., Shalaby, R., Chue, P., & Agyapong, V. I. O. (2022) · Behavioral Sciences · doi:10.3390/bs12060195 · Cited by 31 · see citing works
Predictors of cognitive impairment in treatment-resistant depression
Gregory, E., Torres, I. J., Ge, R., Blumberger, D. M., Downar, J. H., Daskalakis, Z. J., Lam, R. W. M., & Vila‐Rodriguez, F. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2020.05.101 · Cited by 30 · see citing works
Li, C., Juan, C.-H., Lin, H., Cheng, C., Wu, H.-T., Yang, B., Tsai, S., Su, T., & Fitzgerald, P. B. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.05.107 · Cited by 30 · see citing works
Rao, D., Xu, G., Lu, Z., Liang, H., Lin, K., & Tang, M. (2019) · Neuropsychiatric Disease and Treatment · doi:10.2147/ndt.s226405 · Cited by 29 · see citing works
Neurocognitive subgroups in major depressive disorder
Martin, D. M., Wollny-Huttarsch, D., Nikolin, S., McClintock, S. M., Alonzo, A., Lisanby, S. H., & Loo, C. K. (2020) · Neuropsychology · doi:10.1037/neu0000626 · Cited by 29 · see citing works
Self-citationChen, Y.-C., Ton That, V., Ugonna, C., Liu, Y., Nadel, L., & Chou, Y.-H. (2022) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2113778119 · Cited by 29 · see citing works
Dealing with heterogeneity of cognitive dysfunction in acute depression: A clustering approach
Vicent-Gil, M., Portella, M. J., Serra-Blasco, M., Navarra-Ventura, G., Crivillés, S., Aguilar, E., Palao, D., & Cardoner, N. (2021) · Psychological Medicine · doi:10.1017/s0033291720001567 · Cited by 28 · see citing works
Lee, J. C., Corlier, J., Wilson, A. C., Tadayonnejad, R., Marder, K. G., Ngo, D., Krantz, D. E., Wilke, S. A., Levitt, J. G., Ginder, N. D., et al. (2021) · Brain stimulation · doi:10.1016/j.brs.2021.06.008 · Cited by 28 · see citing works
Tateishi, H., Nishihara, M., Kawaguchi, A., Matsushima, J., Murakawa, T., Haraguchi, Y., Kunitake, Y., Maekawa, T., Kato, T. A., Asami, T., et al. (2019) · Neuropsychiatric Disease and Treatment · doi:10.2147/ndt.s228501 · Cited by 26 · see citing works
iTBS to Relieve Depression and Executive Dysfunction in Older Adults: An Open Label Study
Cristancho, P., Kamel, L., Araque, M., Berger, J., Blumberger, D. M., Miller, J. P., Barch, D. M., & Lenze, E. J. (2020) · The American Journal of Geriatric Psychiatry · doi:10.1016/j.jagp.2020.03.001 · Cited by 26 · see citing works
Allott, K., Gao, C., Hetrick, S. E., Filia, K. M., Menssink, J. M., Fisher, C., Hickie, I. B., Herrman, H. E., Rickwood, D. J., Parker, A. G., et al. (2020) · BJPsych Open · doi:10.1192/bjo.2020.68 · Cited by 26 · see citing works
Mehta, S. H., Downar, J. H., Mulsant, B. H., Voineskos, D., Daskalakis, Z. J., Weissman, C. R., Vila‐Rodriguez, F., & Blumberger, D. M. (2022) · Acta Psychiatrica Scandinavica · doi:10.1111/acps.13412 · Cited by 26 · see citing works
Bouaziz, N., Laidi, C., Bulteau, S., Berjamin, C., Thomas, F., Moulier, V., Benadhira, R., Szekely, D., Poulet, E., Galvao, F., et al. (2023) · Journal of Affective Disorders · doi:10.1016/j.jad.2023.01.070 · Cited by 26 · see citing works
Kavanaugh, B. C., Aaronson, S. T., Clarke, G. N., Holtzheimer, P. E., Johnson, C. W., McDonald, W. M., Schneider, M. B., & Carpenter, L. L. (2018) · The Journal of ECT · doi:10.1097/yct.0000000000000494 · Cited by 25 · see citing works
YILDIZ, T., OĞUZHANOĞLU, N. K., & TOPAK, O. Z. (2023) · Turkish Journal of Medical Sciences · doi:10.55730/1300-0144.5580 · Cited by 24 · see citing works
Parkinson, W. L., Rehman, Y., Rathbone, M. P., & Upadhye, S. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2020.07.036 · Cited by 23 · see citing works
Mechanisms and treatment of late-life depression
Alexopoulos, G. S. (2021) · Focus · doi:10.1176/appi.focus.19304 · Cited by 22 · see citing works
Enhancing cognition with theta burst stimulation
Demeter, E. (2016) · Current Behavioral Neuroscience Reports · doi:10.1007/s40473-016-0072-7 · Cited by 21 · see citing works
Cristancho, P., Arora, J., Nishino, T., Berger, J., Carter, A., Blumberger, D., Miller, P., Snyder, A., Barch, D., & Lenze, E. J. (2023) · International Journal of Geriatric Psychiatry · doi:10.1002/gps.5851 · Cited by 19 · see citing works
Spitz, N. A., Eyck, P. T., Nizar, K., Boes, A. D., & Trapp, N. T. (2022) · Journal of Psychiatric Practice · doi:10.1097/pra.0000000000000611 · Cited by 17 · see citing works
Torres, I. J., Ge, R., McGirr, A., Vila-Rodriguez, F., Ahn, S., Basivireddy, J., Walji, N., Frangou, S., Lam, R. W., & Yatham, L. N. (2023) · Dialogues in Clinical Neuroscience · doi:10.1080/19585969.2023.2186189 · Cited by 17 · see citing works
McClintock, S. M., Kallioniemi, E., Martin, D. M., Kim, J. U., Weisenbach, S. L., & Abbott, C. (2019) · FOCUS The Journal of Lifelong Learning in Psychiatry · doi:10.1176/appi.focus.20180031 · Cited by 16 · see citing works
Self-citationHolczer, A., Németh, V. L., Vékony, T., Kocsis, K., Király, A., Kincses, Z. T., Vécsei, L., Klivényi, P., & Must, A. (2021) · Neuroscience · doi:10.1016/j.neuroscience.2021.03.001 · Cited by 15 · see citing works
Spurny‐Dworak, B., Godbersen, G. M., Reed, M. B., Unterholzner, J., Vanicek, T., Baldinger, P., Hahn, A., Kranz, G. S., Bogner, W., Lanzenberger, R. R., et al. (2022) · Frontiers in Molecular Neuroscience · doi:10.3389/fnmol.2022.913274 · Cited by 15 · see citing works
Wallman, E. J., Segrave, R. A., Gordon, M. S., Fraser, M. J. O. B., Pavlou, C., & Melvin, G. A. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.04.057 · Cited by 12 · see citing works
Chou, P., Tu, C., Chen, C., Lu, M., Tsai, C., Hsieh, W., Lai, H.-C., Satyanarayanan, S. K., & Su, K. (2022) · Psychiatry and Clinical Neurosciences · doi:10.1111/pcn.13524 · Cited by 12 · see citing works
Göke, K., McClintock, S. M., Mah, L., Rajji, T., Lee, H. H., Nestor, S., Downar, J., Noda, Y., Daskalakis, Z., Mulsant, B., et al. (2024) · Biological Psychiatry: Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2024.07.009 · Cited by 12 · see citing works
Self-citation(2011) · Annals of Long-Term Care Clinical Care and Aging · Cited by 11 · see citing works
Self-citationMurgaš, M., Unterholzner, J., Stöhrmann, P., Philippe, C., Godbersen, G. M., Nics, L., Reed, M. B., Vraka, C., Vanicek, T., Wadsak, W., et al. (2023) · Translational Psychiatry · doi:10.1038/s41398-023-02319-3 · Cited by 11 · see citing works
Cognitive function and neurocognitive deficits in depression
Semkovska, M. (2021) · The Neuroscience of Depression · doi:10.1016/b978-0-12-817935-2.00021-0 · Cited by 10 · see citing works
Gregory, E. C., Torres, I. J., Blumberger, D. M., Downar, J., Daskalakis, Z. J., & Vila-Rodriguez, F. (2022) · Neuromodulation: Technology at the Neural Interface · doi:10.1016/j.neurom.2021.10.001 · Cited by 10 · see citing works
Richard, M., Noiseux, C., Jodoin, V. D., Blumberger, D. M., Sheen, J., Mansouri, F., Elkrief, L., Longpré-Poirier, C., Lespérance, P., & Miron, J. (2022) · Psychiatry Research · doi:10.1016/j.psychres.2022.114709 · Cited by 10 · see citing works
Zhang, X., Yang, X.-H., Shi, Z.-M., Xu, R., Tan, J., Yang, J., Huang, X., Huang, X., & Zheng, W. (2023) · Journal of Personalized Medicine · doi:10.3390/jpm13030485 · Cited by 10 · see citing works
Neuropsychological assessment: experimental and clinical research
Falautano, M. (2010) · Neurological Sciences · doi:10.1007/s10072-010-0371-9 · Cited by 9 · see citing works
Dong, L., Chen, W.-C., Su, H., Wang, M., Du, C., Jiang, X.-R., Mei, S.-F., Chen, S., Liu, X., & Liu, X.-B. (2023) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2023.1156149 · Cited by 9 · see citing works
Daglas‐Georgiou, R., Bryce, S., Smith, G., Kaur, M., Cheng, N., de Rozario, M. R., Wood, S. J., & Allott, K. (2021) · Early Intervention in Psychiatry · doi:10.1111/eip.13248 · Cited by 8 · see citing works
Rothwell, J. C. (2024) · Transcranial magnetic stimulation . · doi:10.1016/j.transm.2024.100002 · Cited by 4 · see citing works
Scho, S., Berns, C., Brüchle, W., Schneefeld, J., Schneider, U., & Rosenkranz, K. (2019) · Clinical Neurophysiology · doi:10.1016/j.clinph.2019.04.666 · Cited by 2 · see citing works
DeMayo, M., Cole, J., Sohn, M., Bray, S., Harris, A., Patten, S. B., & McGirr, A. (2023) · Biological Psychiatry · doi:10.1016/j.biopsych.2023.02.209 · Cited by 1 · see citing works
49 A Preliminary Neurocognitive Profile Characterization of Treatment Resistant Depression
Gregg, A. P., McClintock, S. M., & Abbott, C. (2023) · Journal of the International Neuropsychological Society · doi:10.1017/s1355617723010354 · Cited by 1 · see citing works
Self-citationHolczer, A., Németh, V. L., Vékony, T., Kocsis, K., Király, A., Kincses, Z. T., Vécsei, L., Klivènyi, P., & Must, A. (2021) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2021.01.062
Bouaziz, N., Laidi, C., Bulteau, S., et al. (2023) · Brain Stimulation · doi:10.1016/j.brs.2023.01.768
Cheng, P. W., Wong, S. M., Lee, K. Y., Chan, P. K., Yeung, W. F., & Chan, W. C. (2017) · Brain Stimulation · doi:10.1016/j.brs.2017.01.478
He, W., Wang, J.-C., & Tsai, P.-Y. (2021) · Neurorehabilitation and Neural Repair · doi:10.1177/15459683211041311
Mendlowitz, A. B., Shanbour, A., Downar, J., Vila-Rodriguez, F., Daskalakis, Z. J., Isaranuwatchai, W., & Blumberger, D. M. (2019) · doi:10.2139/ssrn.3314455
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Research works printed but not linked: 1
- Smith, 2014, A world of depression, Nature, 515, 10
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Neuromodulation of Working Memory: Mechanisms, Targets, and Behavioral Outcomes
Rafiei, S. K. S., Ghorbani, F., Rezaei, J., et al. (2026) · Neuroscience Insights · doi:10.1177/26331055261458642
“64 The most defensible near-term model is synergy: TMS/TBS modulates control states and plasticity, with cognitive benefits emerging when paired with structured training and evaluated using harmonized WM measures.”
Saxena, A., Khan, B., Rupanshu, R., Mann, R. S., Chopra, I., Kilic, A., & Hamid, P. (2026) · Cureus · doi:10.7759/cureus.113431
“A separate group of investigations focused specifically on cognitive outcomes following neuromodulation, with recent systematic reviews demonstrating that non-invasive brain stimulation is cognitively safe and may confer modest improvements in executive functioning and processing speed [21-23].”
Retracted
- 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
- Semantic Scholar
- 3df196c002ebc137b53e2640289c71fab8c2933e
- Cited by
- 2
- References
- 159
- Citations by year
- 2026: 2
- FWCI
- 0.42
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- 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.
Cited sources are checked by gpt-6-sol.
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 ›
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