Heather Brooks’s research while affiliated with Centre for Addiction and Mental Health and other places

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Publications (24)


Investigating the impact of transcranial direct current stimulation (tDCS) on prevention of cognitive decline
  • Article

January 2025

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4 Reads

Brain Stimulation

Mina Mirjalili

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Heather Brooks

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Alina Lee

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[...]

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Tarek Rajji

Slowing Cognitive Decline in Major Depressive Disorder and Mild Cognitive Impairment: A Randomized Clinical Trial

October 2024

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119 Reads

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2 Citations

JAMA Psychiatry

Importance Older adults with major depressive disorder (MDD) or mild cognitive impairment (MCI) are at high risk for cognitive decline. Objective To assess the efficacy of cognitive remediation (CR) plus transcranial direct current stimulation (tDCS) targeting the prefrontal cortex in slowing cognitive decline, acutely improving cognition, and reducing progression to MCI or dementia in older adults with remitted MDD (rMDD), MCI, or both. Design, Setting, and Participants This randomized clinical trial was conducted at 5 academic hospitals in Toronto, Ontario, Canada. Participants were older adults who had rMDD (with or without MCI, age ≥65 y) or MCI without rMDD (age ≥60 y). Assessments were made at baseline, month 2, and yearly from baseline for 3 to 7 years. Interventions CR plus tDCS (hereafter, active) or sham plus sham 5 days a week for 8 weeks followed by twice-a-year 5-day boosters and daily at-home CR or sham CR. Main Outcomes and Measures The primary outcome was change in global composite cognitive score. Secondary outcomes included changes in 6 cognitive domains, moderating effect of the diagnosis, moderating effect of APOE ε4 status, change in composite score at month 2, and progression to MCI or dementia over time. Results Of 486 older adults who provided consent, 375 (with rMDD, MCI, or both) received at least 1 intervention session (mean [SD] age, 72.2 [6.4] years; 232 women [62%] and 143 men [38%]). Over a median follow-up of 48.3 months (range, 2.1-85.9), CR and tDCS slowed cognitive decline in older adults with rMDD or MCI (adjusted z score difference [active − sham] at month 60, 0.21; 95% CI, 0.07 to 0.35; likelihood ratio test [LRT] P = .006). In the preplanned primary analysis, CR and tDCS did not improve cognition acutely (adjusted z score difference [active − sham] at month 2, 0.06, 95% CI, −0.006 to 0.12). Similarly, the effect of CR and tDCS on delaying progression from normal cognition to MCI or MCI to dementia was weak and not significant (hazard ratio, 0.66; 95% CI, 0.40 to 1.08; P = .10). Preplanned analyses showed treatment effects for executive function (LRT P = .04) and verbal memory (LRT P = .02) and interactions with diagnosis ( P = .01) and APOE ε4 ( P < .001) demonstrating a larger effect among those with rMDD and in noncarriers of APOE ε4. Conclusions and Relevance The study showed that CR and tDCS, both targeting the prefrontal cortex, is efficacious in slowing cognitive decline in older adults at risk of cognitive decline, particularly those with rMDD (with or without MCI) and in those at low genetic risk for Alzheimer disease. Trial Registration ClinicalTrials.gov Identifier: NCT02386670


Circulating cell free mitochondrial DNA in mild cognitive impairment and remitted major depressive disorder
A Boxplot of plasma ccf-mtDNA represented by natural log-transformed ND1 (copies/μL) across diagnostic groups (χ² = 3.50, P = 0.174). B Boxplot of ln-transformed plasma ccf-DNA in each diagnostic group by gender; presented P values are unadjusted. C Boxplot of ln-transformed plasma ccf-DNA in each diagnostic group by presence of moderate to severe psychiatric comorbidities requiring first line therapy; presented P values are unadjusted. It is important to highlight that the plasma concentration of ccf-mtDNA measured by ND1 and ND4 demonstrated linear correlation of Pearson’s r² of 0.93 (Supplemental Fig. 1). No noticeable nuclear DNA was quantified as measured by reference genes PPIA and B2M in all assayed samples. Demonstrating reliability of data.
Lactate levels in mild cognitive impairment and remitted major depressive disorder
A Boxplot of plasma lactate (μM) across diagnostic groups (χ² = 14.8, P = 0.00061). Statistically significant lower lactate in MCI + rMDD (*Z = −2.35, Padjust = 0.0141) and MCI (****Z = −3.82, Padjust = 0.0002) observed in comparison to rMDD group. B Boxplot of ln-transformed plasma ccf-DNA in each diagnostic group by gender; presented P values are unadjusted. C Boxplot of ln-transformed plasma ccf-DNA in each diagnostic group by presence of moderate to severe psychiatric comorbidities requiring first line therapy; presented P values are unadjusted.
Correlation analysis of blood-based mitochondrial biomarkers and cholesterol levels or heart age
A Correlation plot of plasma ccf-mtDNA represented by natural log-transformed ND1 (copies/μL) and lactate, gender labeled in color (female—red; male—blue). B Correlation plot of plasma lactate and total cholesterol to HDL ratio by diagnosis groups. C Correlation plot of plasma lactate and heart age by diagnosis groups.
Influence of APOE-ε4 allele carrier on ccf-mtDNA and lactate
A Boxplot of ccf-mtDNA (natural log-transformed ND1 copies/μL) by APOE-ε4 allele carrier group (χ² = 5.04, P = 0.025). B Boxplot of ccf-mtDNA (natural log-transformed ND1 copies/μL) by APOE-ε4 allele carrier group, faceted by diagnosis groups. C Boxplot of plasma lactate concentration by APOE-ε4 allele carrier group, faceted by diagnosis groups. D Boxplot of lactate by APOE-ε4 allele carrier group, faceted by diagnosis groups.
Exploring mitochondrial blood-based and genetic markers in older adults with mild cognitive impairment and remitted major depressive disorder
  • Article
  • Full-text available

October 2024

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51 Reads

Translational Psychiatry

Mild cognitive impairment (MCI) is a prodromal stage in aging to possible progression to Alzheimer’s disease and related dementia (ADRD), where co-occurrence of major depressive disorder (MDD) accelerates the progression. Metabolic and mitochondrial abnormalities in ADRD and other neurodegenerative disorders have been widely suggested, while possible mitochondrial dysfunction has been associated with etiopathology of both MCI and MDD. Hence, investigation of mitochondrial markers in MCI, MDD, and presence of both conditions is warranted. In total, 332 older adult participants were included: 168 with MCI, 108 with MCI plus remitted MDD (rMDD), and 56 with rMDD but without MCI. We measured plasma circulating mitochondrial DNA (ccf-mtDNA), lactate, and extracted nuclear mitochondrial encoded (NMt) single-nucleotide variants (SNVs) (n = 312). Non-parametric statistical tests on ccf-mtDNA and lactate levels were performed on the diagnosis, clinical and cardiometabolic variables. Binary sequence kernel association test (SKAT-O) and burden test were performed on NMt-SNV, adjusted for age, race, gender, type II diabetes, and APOE genotype. Lower level of lactate was observed in MCI (KW χ² = 14.8, P = 0.0024), more specifically, significant differences of lower plasma lactate between MCI only and rMDD, but not between MCI+rMDD and MCI were found, suggesting potential roles in MCI driving lactate lower levels. While higher levels of ccf-mtDNA were observed in APOE-ε4 carrier (χ² = 5.04, P = 0.05). This relationship was present only in MCI (P = 0.043) and MCI+rMDD groups (P = 0.023). No significant nuclear-encoded mitochondrial gene associations were observed with MCI or MDD. The results suggest decreased level of plasma lactate in individuals with MCI and MCI+rMDD, with inverse correlation with ccf-mtDNA, in addition to effect of APOE-ε4 in further increasing ccf-mtDNA specifically in participants with cognitive impairment. These findings contribute to a deeper understanding of the mitochondrial markers in MCI and MDD, warranting further research to explore the precise roles of mitochondrial abnormalities in the development and progression of MCI.

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Fig. 1 Histograms demonstrating the distributions of the average z score for each cognitive domain for the primary analyses across the 5000 bootstrapped iterations for the low (red) vs. high (blue) TGC groups and the MCI (dark gray) vs. MCI+rMDD (light gray) groups. A global cognition composite; B verbal memory composite; C visuospatial memory composite; D processing speed composite; E language composite; F working memory composite; G executive function composite.
List of neuropsychological tests and their corresponding cognitive domains.
Cohen's d for differences between the TGC groups and the diagnostic groups.
Cognitive function based on theta-gamma coupling vs. clinical diagnosis in older adults with mild cognitive impairment with or without major depressive disorder

March 2024

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110 Reads

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1 Citation

Translational Psychiatry

Whether individuals with mild cognitive impairment (MCI) and a history of major depressive disorder (MDD) are at a higher risk for cognitive decline than those with MCI alone is still not clear. Previous work suggests that a reduction in prefrontal cortical theta phase-gamma amplitude coupling (TGC) is an early marker of cognitive impairment. This study aimed to determine whether using a TGC cutoff is better at separating individuals with MCI or MCI with remitted MDD (MCI+rMDD) on cognitive performance than their clinical diagnosis. Our hypothesis was that global cognition would differ more between TGC-based groups than diagnostic groups. We analyzed data from 128 MCI (mean age: 71.8, SD: 7.3) and 85 MCI+rMDD (mean age: 70.9, SD: 4.7) participants. Participants completed a comprehensive neuropsychological battery; TGC was measured during the N-back task. An optimal TGC cutoff was determined during the performance of the 2-back. This TGC cutoff was used to classify participants into low vs. high-TGC groups. We then compared Cohen’s d of the difference in global cognition between the high and low TGC groups to Cohen’s d between the MCI and MCI+rMDD groups. We used bootstrapping to determine 95% confidence intervals for Cohen’s d values using the whole sample. As hypothesized, Cohen’s d for the difference in global cognition between the TGC groups was larger (0.64 [0.32, 0.88]) than between the diagnostic groups (0.10 [0.004, 0.37]) with a difference between these two Cohen’s d’ s of 0.54 [0.10, 0.80]. Our findings suggest that TGC is a useful marker to identify individuals at high risk for cognitive decline, beyond clinical diagnosis. This could be due to TGC being a sensitive marker of prefrontal cortical dysfunction that would lead to an accelerated cognitive decline.



Beta to Theta Power Ratio in Electroencephalogram Periodic Components to Discriminate Mild Cognitive Impairment and Alzheimer’s Dementia

December 2023

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37 Reads

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1 Citation

Background Alzheimer’s disease dementia (AD) and mild cognitive impairment (MCI) are often associated with abnormalities in full power spectrum of electroencephalogram (EEG), including the ratio of beta/theta. Full spectrum EEG consists of aperiodic and periodic components with the latter being better associated with cognition. We investigated whether the aperiodic and periodic power components of EEGs are disrupted differently in individuals with MCI vs. AD vs. healthy controls (HC), and whether a periodic based beta/theta ratio better differentiates the three groups than a ratio based on the full spectrum. Method Data were collected in 199 participants ‐ 44 with HC (mean (SD) age: 69.1 (5.3) years), 114 with MCI (72.3 (7.5)), and 41 with AD (75.6 (6.5)). We cleaned the data using a band‐pass filter with cut‐off frequencies 1 and 45 Hz and then independent component analysis. We then used the “fooof” toolbox to decompose the EEGs into their aperiodic and periodic components. We used the area under the receiver operating characteristic curve (AUC ROC ) of a logistic regression classifier to distinguish HC from MCI and AD participants, and MCI from AD participants, using beta/theta ratios based on the periodic power spectrum vs. full power spectrum. Result There was an increase in full spectrum powers for delta, theta, and gamma, and a decrease of relative power for beta in AD participants compared to HC and MCI participants. In contrast, there were no differences in aperiodic background EEG components among HC, MCI, and AD participants. Overall, the periodic and full spectrum comparisons among the three groups were comparable except for the periodic based analysis that showed a difference between MCI and HC in the occipital beta/theta ratio (Bonferroni corrected p = 0.036). Classifiers based on beta/theta power ratio in EEG periodic components distinguished AD from HC and MCI with high AUC ROC values (0.94 and 0.83, respectively), and outperformed classifiers based on beta/theta power ratio in EEG all oscillations (0.078 and 0.67, respectively). Conclusion This study supports an advantage of a periodic based analysis over a full EEG spectrum analysis and the use of occipital beta/theta power ratio based on periodic components as a screening tool for AD.


The PACt‐MD randomized clinical trial: Prevention of Alzheimer’s dementia with Cognitive remediation plus transcranial direct current stimulation in Mild cognitive impairment and Depression

December 2023

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65 Reads

Background Interventions to prevent cognitive decline and dementia in high‐risk populations such as those with remitted Major Depressive Disorder (rMDD) or Mild Cognitive Impairment (MCI) are urgently needed. Method PACt‐MD was a double‐blind randomized trial conducted between 2015 and 2022 comparing cognitive remediation (CR) plus transcranial Direct Current Stimulation (tDCS) vs. sham‐CR+sham‐tDCS delivered 5 days/week for 8 weeks followed by 5‐day semi‐annual boosters and at‐home daily CR, in participants with rMDD or MCI. Participants were assessed at baseline, week‐8, and yearly. The hypotheses were that compared to sham+sham, CR+tDCS would: slow cognitive decline (H1); reduce progression to MCI or dementia (H2); and acutely improve cognition (H3). The primary outcome composite score was calculated when at least half of the tests for at least four of six cognitive domains were completed. Due to COVID‐19, some participants did not complete enough tests and a second composite score using all available data was generated. Result 375 participants were randomized (Active: N = 188, Mean Age = 72.1 ± 6.3; Sham: N = 187, Mean Age = 72.3 ± 6.4) and received at least one intervention session. Over up to six years, there was no time‐by‐treatment interaction using the primary composite score but there was using the all‐data score. Change in composite score differed between the two intervention groups for the primary and all‐data scores for all years except for year‐6 primary score. The year‐5 adjusted z‐score difference was ‐0.15 (95%CI [‐0.29, ‐0.005]) for the primary and ‐0.21 (95%CI [‐0.34, ‐0.067]) for all‐data score (Fig.1). Comparing active vs. sham at 8‐week (H3), the adjusted z‐score difference was ‐0.06 (95%CI: [‐0.12, 0.005]; p = 0.072); and for progression (H2), HR was 0.66 (95%CI [0.40, 1.08] p = 0.101) in a stratified Cox model. In a preplanned secondary analysis of domain scores, there was a time‐by‐treatment interaction for verbal memory with a year‐5 adjusted z‐score difference of ‐0.30 (95%CI [‐0.53, ‐0.074]) (Fig.2) but not the other domains. In another preplanned secondary analysis, the model with a randomization diagnosis‐by‐time‐by‐treatment was different from the model without this three‐way interaction (p = 0.012; Fig.3). Conclusion CR+tDCS may be effective in slowing cognitive decline (particularly verbal memory) in older patients with rMDD or MCI.


Cognitive Function based on Theta‐Gamma Coupling vs. Clinical Diagnosis in Older Adults with Mild Cognitive Impairment with or without Major Depressive Disorder

December 2023

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28 Reads

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1 Citation

Background Whether individuals with mild cognitive impairment (MCI) and a history of major depressive disorder (MDD) are at a higher risk for cognitive decline than those with MCI alone is still not clear. Previous work suggests that a reduction in prefrontal cortical theta phase‐gamma amplitude coupling (TGC) is an early marker of cognitive impairment. This study aimed to determine whether using a TGC cut‐off is better at separating individuals with MCI or MCI with remitted MDD (MCI+rMDD) on cognitive performance than their clinical diagnosis. Our hypothesis was that global cognition would differ more between TGC‐based groups than diagnostic groups. Method We analyzed data from 128 MCI (mean age: 71.8, SD: 7.3) and 85 MCI+rMDD (mean age: 70.9, SD: 4.7) participants. Participants completed a comprehensive neuropsychological battery; TGC was measured during the N‐back task. An optimal TGC cut‐off was determined during performance of the 2‐back. This TGC cut‐off was used to classify participants into low vs. high TGC groups. We then compared the Cohen’s d of the difference in global cognition between the high and low TGC groups to the Cohen’s d between the MCI and MCI+rMDD groups. We used bootstrapping to determine 95% confidence intervals for Cohen’s d values using the whole sample. Result As hypothesized, Cohen’s d for the difference in global cognition between the TGC groups was larger (0.64 [0.32,0.88]) than between the diagnostic groups (0.10 [0.004,0.37]) with a difference between these two Cohen’s d’ s of 0.54[0.10, 0.80]. Conclusion Our findings suggest that TGC is a useful marker to identify individuals at high risk for cognitive decline, beyond clinical diagnosis. This could be due to TGC being a sensitive marker of prefrontal cortical dysfunction that would lead to an accelerated cognitive decline.


Whole-brain averaged relative power spectral density curves for full power spectrum and periodic components (rhythmic oscillations) in addition to fractal background components (aperiodic part or 1/f-like noise in log-log spacing) in Healthy Control (HC) (red), Mild Cognitive Impairment (MCI) (blue), and Alzheimer’s dementia (AD) (black) participants. In the full power and periodic components panels error bars represent standard errors
Evaluation of regional full power spectrum in delta, theta, alpha, beta, gamma, and beta/theta power ratio on the frontal, occipital, central, parietal, and occipital lobes for HC, MCI, and AD. Bonferroni corrected post-hoc comparisons with p-values smaller than 0.05, 0.01, and 0.001 are shown with *, **, and ***, respectively
Evaluation of regional EEG periodic components in delta, theta, alpha, beta, gamma, and beta/theta power ratio on the frontal, occipital, central, parietal, and occipital lobes for HC, MCI, and AD. Bonferroni corrected post-hoc comparisons with p-values smaller than 0.05, 0.01, and 0.001 are shown with *, **, and ***, respectively
Classification performance of beta/theta power ratios for periodic- and full spectrum-based analyses, and MoCA total scores in discriminating AD, MCI, and HC participants. Both beta/theta power ratios were calculated from the occipital region. To address the influence of group differences in age and education, these variables were taken into account as covariates in these analyses
Partial regression plots demonstrating the associations between beta/theta power ratios and the Montreal Cognitive Assessment (MoCA) total score using periodic or full spectrum as captured in the occipital lobe for the Alzheimer’s dementia (AD), Mild Cognitive Impairment (MCI), and Healthy Control (HC) participants. The two parallel lines represent the 95% confidence intervals for each regression line
Beta to theta power ratio in EEG periodic components as a potential biomarker in mild cognitive impairment and Alzheimer’s dementia

August 2023

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229 Reads

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25 Citations

Alzheimer's Research & Therapy

Background Alzheimer’s dementia (AD) is associated with electroencephalography (EEG) abnormalities including in the power ratio of beta to theta frequencies. EEG studies in mild cognitive impairment (MCI) have been less consistent in identifying such abnormalities. One potential reason is not excluding the EEG aperiodic components, which are less associated with cognition than the periodic components. Here, we investigate whether aperiodic and periodic EEG components are disrupted differently in AD or MCI vs. healthy control (HC) individuals and whether a periodic based beta/theta ratio differentiates better MCI from AD and HC groups than a ratio based on the full spectrum. Methods Data were collected from 44 HC (mean age (SD) = 69.1 (5.3)), 114 MCI (mean age (SD) = 72.2 (7.5)), and 41 AD (mean age (SD) = 75.7 (6.5)) participants. Aperiodic and periodic components and full spectrum EEG were compared among the three groups. Receiver operating characteristic curves obtained via logistic regression classifications were used to distinguish the groups. Last, we explored the relationships between cognitive performance and the beta/theta ratios based on the full or periodic spectrum. Results Aperiodic EEG components did not differ among the three groups. In contrast, AD participants showed an increase in full spectrum and periodic relative powers for delta, theta, and gamma and a decrease for beta when compared to HC or MCI participants. As predicted, MCI group differed from HC participants on the periodic based beta/theta ratio (Bonferroni corrected p-value = 0.036) measured over the occipital region. Classifiers based on beta/theta power ratio in EEG periodic components distinguished AD from HC and MCI participants, and outperformed classifiers based on beta/theta power ratio in full spectrum EEG. Beta/theta ratios were comparable in their association with cognition. Conclusions In contrast to a full spectrum EEG analysis, a periodic-based analysis shows that MCI individuals are different on beta/theta ratio when compared to healthy individuals. Focusing on periodic components in EEG studies with or without other biological markers of neurodegenerative diseases could result in more reliable findings to separate MCI from healthy aging, which would be valuable for designing preventative interventions.


Citations (14)


... 38 Furthermore, a series of studies have shown that the parameters of microstate C were correlated with aging, cognitive decline, and Alzheimer disease pathology. [39][40][41] Cognitive decline is a vital risk factor for late-life suicide, 42 and LLD is considered prodromal to dementia. 43 This evidence could explain why we did not observe abnormalities in microstate B, but found increased duration, occurrence, and contribution in microstate class C. The unique alterations in micro state C parameters may serve as a distinctive biomarker for diagnosing SI in LLD. ...

Reference:

Abnormalities in large-scale brain network dynamics in late-life depression with suicidal ideation: an EEG microstate analysis
Slowing Cognitive Decline in Major Depressive Disorder and Mild Cognitive Impairment: A Randomized Clinical Trial
  • Citing Article
  • October 2024

JAMA Psychiatry

... This association was robust even after controlling for structural changes in MCI patients [146] and throughout a 12-week follow-up period in healthy older adults [144]. TGC could serve as a neurophysiological marker better at identifying individuals with MCI who are at high risk for cognitive decline or dementia compared to clinical diagnosis alone [147]. Further, TGC is lower in MCI patients compared to healthy older adults, despite these MCI patients showing no statistically significant impairment in performing the working memory task. ...

Cognitive function based on theta-gamma coupling vs. clinical diagnosis in older adults with mild cognitive impairment with or without major depressive disorder

Translational Psychiatry

... This variability could stem from differing underlying neuropathology, including vascular dementia and AD. Recent studies have attempted to identify discrete cognitive subgroups using cluster analysis or similar approaches in both younger (38)(39)(40) and older adults with depression (36,37,41,42). However, such cognitive clustering approaches have never been employed in treatment-resistant LLD, despite the high prevalence of TRD and the potential differences in cognitive function within this population. ...

Heterogeneity of Cognition in Older Adults with Remitted Major Depressive Disorder: A Latent Profile Analysis
  • Citing Article
  • February 2024

American Journal of Geriatric Psychiatry

... Hz) frequencies [6,7]. A diagnosis of AD correlates to increased rsEEG theta with a decreased rsEEG alpha [8][9][10][11][12] while the progressing severity is associated with an increased rsEEG delta and theta [11]. An increased rsEEG theta relates to increased cognitive decline indicative of mild cognitive impairment (MCI) or prodromal AD whereas an increased rsEEG delta relates to the stages of moderate to severe AD [13][14][15]. ...

Beta to theta power ratio in EEG periodic components as a potential biomarker in mild cognitive impairment and Alzheimer’s dementia

Alzheimer's Research & Therapy

... Depressive symptoms in cognitively impaired persons have been linked to reduced brain volumes implicated in AD, such as the hippocampus, 60 medial temporal lobe, prefrontal frontal cortex, and frontal cortex. 61,62 Underlying small vessel disease, a neuroradiological finding indicating a form of leukoencephalopathy, can be detected through the quantification of white matter hyperintensities on magnetic resonance imaging (MRI). These hyperintensities have been associated with the presence and severity of delusions, 63 and clusters of NPS such as psychosis, affective symptoms, and hyperactivity subsyndromes. ...

Brain-Cognition Associations in Older Patients With Remitted Major Depressive Disorder or Mild Cognitive Impairment: A Multivariate Analysis of Gray and White Matter Integrity
  • Citing Article
  • June 2023

Biological Psychiatry

... It has been shown that TGC measured from PFC is associated with working memory in healthy younger adults [137,143], healthy older adults [137,[143][144][145], and MCI patients [131]. This association was robust even after controlling for structural changes in MCI patients [146] and throughout a 12-week follow-up period in healthy older adults [144]. TGC could serve as a neurophysiological marker better at identifying individuals with MCI who are at high risk for cognitive decline or dementia compared to clinical diagnosis alone [147]. ...

Neurophysiological and other features of working memory in older adults at risk for dementia
  • Citing Article
  • March 2023

Cognitive Neurodynamics

... Similarly, MBSR demonstrated equal effectiveness to Transcranial Direct Current Stimulation (tDCS) in promoting mindfulness and cognitive decentering from anxious thoughts. However, tDCS presented practical challenges due to its burdensome setup, raising concerns about its accessibility (Brooks et al., 2021). These findings suggest that MBSR is not only a viable treatment, but its effectiveness is on par with other established methods. ...

Enhancing Cognition in Older Persons with Depression or Anxiety with a Combination of Mindfulness-Based Stress Reduction (MBSR) and Transcranial Direct Current Stimulation (tDCS): Results of a Pilot Randomized Clinical Trial

Mindfulness

... Indeed, TGC reflects the coordination of neural networks involved in memory processes, contributing to functions like ordering and manipulating information [135,142]. It has been shown that TGC measured from PFC is associated with working memory in healthy younger adults [137,143], healthy older adults [137,[143][144][145], and MCI patients [131]. This association was robust even after controlling for structural changes in MCI patients [146] and throughout a 12-week follow-up period in healthy older adults [144]. ...

Assessing the Longitudinal Relationship between Theta-Gamma Coupling and Working Memory Performance in Older Adults
  • Citing Article
  • September 2021

Cerebral Cortex

... The impact of the statistical heterogeneity on the overall effect size was analyzed using the I 2 statistic. The I 2 statistic is understood as "the percentage of total variation across studies that is due to heterogeneity rather than chance" [40]. Higher values of I 2 indicate higher heterogeneity across studies. ...

Enhancing Cognition in Older Persons: A Pilot Clinical Trial of Mindfulness-Based Stress Reduction (MBSR) and Transcranial Direct Current Stimulation (tDCS)
  • Citing Article
  • May 2021

Biological Psychiatry

... (MCI), tDCS has also been shown to improve cognitive abilities (Teixeira-Santos et al., 2022;Prehn and Flöel, 2015;Cheng et al., 2015;Thams et al., 2020;Stephens and Berryhill, 2016;Šimko et al., 2021;. And a large number of studies of cognitive improvement with tDCS have been conducted in experimental research and clinical settings Brooks et al., 2021;Figeys et al., 2022). Since CT and tDCS share cognitive facilitation, it is conceivable that both interventions May have a synergistic effect on WM in healthy older adults, improving WM, when applied together (Krebs et al., 2021). ...

Enhancing Cognition in Older Persons: A Pilot Clinical Trial of Mindfulness-Based Stress Reduction (MBSR) and transcranial Direct Current Stimulation (tDCS)
  • Citing Article
  • April 2021

American Journal of Geriatric Psychiatry