Donald T. Stuss’s research while affiliated with University of Toronto and other places

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Publications (352)


Flowchart illustrating ADHD classification.
Frontal-lobe (1) and whole-brain (2) cortical thickness analysis showing frontal regions with decreased cortical thickness in (A) ADHD relative to controls and (B) ADHD relative to MCI.
Notes. ADHD = attention-deficit/hyperactivity disorder; LLOF = left lateral orbitofrontal; LP = left precentral; LPos = left postcentral; LSP = left superior parietal; MCI = mild cognitive impairment; RLO = right lateral occipital; RLOF = right lateral orbitofrontal; RP = right precentral; RPars = right pars opercularis; RRMF = right rostral middle frontal.
Participant Characteristics.
Cognitive Performance.
Regional Brain Volumes (in mm³), Corrected for Total Intracranial Volume.

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Cognitive and Neuroimaging Profiles of Older Adults With Attention Deficit/Hyperactivity Disorder Presenting to a Memory Clinic
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June 2022

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115 Reads

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17 Citations

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Prathiba Shammi

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Sandra E. Black

Objective Some features of attention-deficit/hyperactivity disorder (ADHD) may resemble those of mild cognitive impairment (MCI) in older adults, contributing to diagnostic uncertainty in individuals seeking assessment in memory clinics. We systematically compared cognition and brain structure in ADHD and MCI to clarify the extent of overlap and identify potential features unique to each. Method Older adults from a Cognitive Neurology clinic (40 ADHD, 29 MCI, 37 controls) underwent neuropsychological assessment. A subsample (n = 80) underwent structural neuroimaging. Results Memory was impaired in both patient groups, but reflected a storage deficit in MCI (supported by relatively smaller hippocampi) and an encoding deficit in ADHD (supported by frontal lobe thinning). Both groups displayed normal executive functioning. Semantic retrieval was uniquely impaired in MCI. Conclusion Although ADHD has been proposed as a dementia risk factor or prodrome, we propose it is rather a pathophysiologically-unique phenotypic mimic acting via overlap in memory and executive performance.

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Effects of white matter hyperintensities, neuropsychiatric symptoms, and cognition on activities of daily living: Differences between Alzheimer's disease and dementia with Lewy bodies

May 2022

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42 Reads

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4 Citations

Introduction: Disability is common across Alzheimer's disease (AD) and dementia with Lewy bodies (DLB). White matter hyperintensities (WMHs) are prevalent in both diagnoses and associated with disability; both diagnoses show neuropsychiatric symptoms (NPS) and impaired cognition. Methods: In AD and DLB, we examined if WMHs, NPS, and cognition associate with basic and/or instrumental activities of daily living (BADLs and/or IADLs) cross-sectionally, and longitudinally over ≈1.4 years. Results: Across both diagnoses, NPS were not only associated with greater disability in performing both BADLs and IADLs, but were also associated with a decline in the ability to perform BADLs in the AD group. In the DLB group only, higher WMH volume was associated with greater disability in performing both BADLs and IADLs, and was associated with a decline in the ability to perform BADL over time. Discussion: Management of NPS and WMHs, particularly in DLB, might help maintain functionality in dementia patients for longer.


White matter hyperintensities in autopsy-confirmed frontotemporal lobar degeneration and Alzheimer’s disease

July 2021

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60 Reads

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48 Citations

Alzheimer's Research & Therapy

Background We aimed to systematically describe the burden and distribution of white matter hyperintensities (WMH) and investigate correlations with neuropsychiatric symptoms in pathologically proven Alzheimer’s disease (AD) and frontotemporal lobar degeneration (FTLD). Methods Autopsy-confirmed cases were identified from the Sunnybrook Dementia Study, including 15 cases of AD and 58 cases of FTLD (22 FTLD-TDP cases; 10 FTLD-Tau [Pick’s] cases; 11 FTLD-Tau Corticobasal Degeneration cases; and 15 FTLD-Tau Progressive Supranuclear Palsy cases). Healthy matched controls ( n = 35) were included for comparison purposes. Data analyses included ANCOVA to compare the burden of WMH on antemortem brain MRI between groups, adjusted linear regression models to identify associations between WMH burden and neuropsychiatric symptoms, and image-guided pathology review of selected areas of WMH from each pathologic group. Results Burden and regional distribution of WMH differed significantly between neuropathological groups ( F 5,77 = 2.67, P’ = 0.029), with the FTLD-TDP group having the highest mean volume globally (8032 ± 8889 mm ³ ) and in frontal regions (4897 ± 6163 mm ³ ). The AD group had the highest mean volume in occipital regions (468 ± 420 mm ³ ). Total score on the Neuropsychiatric Inventory correlated with bilateral frontal WMH volume (β = 0.330, P = 0.006), depression correlated with bilateral occipital WMH volume (β = 0.401, P < 0.001), and apathy correlated with bilateral frontal WMH volume (β = 0.311, P = 0.009), all corrected for the false discovery rate. Image-guided neuropathological assessment of selected cases with the highest burden of WMH in each pathologic group revealed presence of severe gliosis, myelin pallor, and axonal loss, but with no distinguishing features indicative of the underlying proteinopathy. Conclusions These findings suggest that WMH are associated with neuropsychiatric manifestations in AD and FTLD and that WMH burden and regional distribution in neurodegenerative disorders differ according to the underlying neuropathological processes.


Demographic and clinical characteristics
White Matter Hyperintensities in Autopsy-Confirmed Frontotemporal Lobar Degeneration and Alzheimer's Disease

December 2020

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47 Reads

Background We aimed to systematically describe the burden and distribution of white matter hyperintensities (WMH) and investigate correlations with neuropsychiatric symptoms in pathologically proven Alzheimer's disease (AD) and frontotemporal lobar degeneration (FTLD).Methods Autopsy-confirmed cases were identified from the Sunnybrook Dementia Study, including 15 cases of AD and 58 cases of FTLD (22 FTLD-TDP cases; 10 FTLD-Tau [Pick's] cases; 11 FTLD-Tau Corticobasal Degeneration cases; and 15 FTLD-Tau Progressive Supranuclear Palsy cases). Data analyses included ANCOVA to compare the burden of WMH on antemortem brain MRI between groups and adjusted linear regression models to identify associations between WMH burden and neuropsychiatric symptoms. ResultsBurden and regional distribution of WMH differed significantly between neuropathological groups ( F 5,77 = 2.67, P’ = 0.029), with the FTLD-TDP group having the highest mean volume globally (8,031.50 ± 8,889.15 mm ³ ) and in frontal regions (4,897.45 ± 6,163.22 mm ³ ). The AD group had the highest mean volume in occipital regions (468.25 ± 420.04 mm ³ ). Total score on the Neuropsychiatric Inventory correlated with bilateral frontal WMH volume (β = 0.330, P = 0.006), depression correlated with bilateral occipital WMH volume (β = 0.401, P < 0.001), and apathy correlated with bilateral frontal WMH volume (β = 0.311, P = 0.009), all corrected for the false discovery rate. Conclusions These findings suggest that WMH are associated with neuropsychiatric manifestations in AD and FTLD and that WMH burden and regional distribution in neurodegenerative disorders differ according to the underlying neuropathological processes.


Accumulating and heterogeneous network‐knockout profiles in amnestic mild cognitive impairment and Alzheimer’s disease dementia: Neuroimaging / New imaging methods

December 2020

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7 Reads

Background Large‐scale brain networks are disrupted in Alzheimer’s disease (AD). We posit that network disruption may be explained by additive and multifactor knockout of multiple networks (functional and structural) as opposed to a single system or set of subsystems. Here we test this hypothesis using a data‐driven structural covariance network analysis. Methods Demographic, imaging and available biomarker data were downloaded from 77 normal controls (NC) (age= 72±6, M/F=33/44), 106 persons with amnestic mild cognitive impairment (MCI) (age= 73±8, M/F=70/36) and 42 persons with Alzheimer’s dementia (age=75±9, M/F=25/17) that participated in the Alzheimer’s Disease Neuroimaging Initiative 2.0. We used a multivariate covariance technique to isolate large‐scale grey matter networks that relate fiber tract microstructure derived at different stages of injury to vertex‐based cortical thickness maps. Cortical thickness was computed from 3.0 Telsa T1‐weighted MRI and tract‐based white matter microstructural measures were performed using diffusion tensor imaging; these data were submitted to a multivariate data‐driven analysis. Measures of network integrity (NII) were computed for each significant covariance network for all participants. Univariate models assessed the relationship between biomarkers, demographic variables and NIIs for each network. Network knockouts were defined as an NII <1.5 SD below the NC group average for a given network. Knockout combinations were characterized across individuals and average knockout numbers were compared between groups. Results Eight network ensembles related to tract‐based connectivity or recapitulated functional network architecture. Degradation of these systems was additively and differentially linked to increased age, APOE e4 genotype and unique combinations of white matter hyperintensity volume, CSF markers (CSF amyloid and Tau protein levels) and hippocampal volume in MCI. Knockouts exponentially and significantly increased across groups: NC>MCI>AD (P<0.01). There were 64 unique network knockout combinations across all participants. Conclusion Heterogeneous pathological exposures may additively and differentially disrupt large‐scale networks, leading to many possible network knockout sequences that accumulate exponentially from MCI to AD. These findings may partially explain the endophenotypic heterogeneity in AD and should be assessed in other cohort samples.


Central auditory processing in adults with chronic stroke without hearing loss: A magnetoencephalography study

February 2020

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89 Reads

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1 Citation

Clinical Neurophysiology

Objective Stroke lesions in non-auditory areas may affect higher-order central auditory processing. We sought to characterize auditory functions in chronic stroke survivors with unilateral arm/hand impairment using auditory evoked responses (AERs) with lesion and perception metrics. Methods The AERs in 29 stroke survivors and 14 controls were recorded with single tones, active and passive frequency-oddballs, and a dual-oddball with pitch-contour and time-interval deviants. Performance in speech-in-noise, mistuning detection, and moving-sound detection was assessed. Relationships between AERs, behaviour, and lesion overlap with functional networks, were examined. Results Despite their normal hearing, eight patients showed unilateral AER in the contra-lesional hemisphere with reduced amplitude compared to those with bilateral AERs. Both groups showed increasing attenuation of later components. Hemispheric asymmetry of AER sources was reduced in bilateral-AER patients. N1 and P2 were delayed in individuals with lesions in the basal-ganglia and white-matter, while lesions in the attention network reduced the frequency-MMN (mismatch negativity) responses and increased the pitch-contour P3a response. Patients’ impaired speech-in-noise perception was explained by AER measures and frequency-deviant detection performance with multiple regression. Conclusion AERs reflect disruption of auditory functions due to damage outside of temporal lobe, and further explain complexity of neural mechanisms underlying higher-order auditory perception. Significance Stroke survivors without obvious hearing problems may benefit from rehabilitation for central auditory processing.



Associations between the 12,13-DiHOME/12,13-EpOME ratio and a composite Z-score derived from four tests of psychomotor processing speed, attention, and executive function in a the entire group, and b broken down by subgroups of subcortical ischemic vascular disease (SIVD; black) patients and normal controls (minimal SIVD; gray); and associations between the 9,10-DiHOME/9,10-EpOME ratio and the same composite score in c the entire group, and d the subgroups (extensive SIVD: black; minimal SIVD: gray)
Associations between a the 12,13-DiHOME/12,13-EpOME ratio and a composite Z-score derived from four California Verbal Learning Test, 2nd Ed. memory measures in the entire group b the 9,10-DiHOME/9,10-EpOME ratio and the composite memory score in the entire group c the 12,13-DiHOME/12,13-EpOME ratio and the composite memory score in the extensive SIVD (black) and normal control (minimal SIVD: gray) subgroups and d the 9,10-DiHOME/9,10-EpOME ratio and the composite memory score in the subgroups (extensive SIVD: black; minimal SIVD: gray)
Exploratory associations between the 12,13-DiHOME/12,13-EpOME ratio and four tests of psychomotor processing speed, attention, and executive function in the subcortical ischemic vascular disease (SIVD; black) and normal control (minimal SIVD; gray) subgroups; a Trail Making Test B, b Stroop Color-Word Interference task, c Digit Symbol Substitution Test, and d The FAS Verbal Fluency Test
Mediation model showing a direct relationship between the 12,13-DiHOME/12,13-EpOME ratio (e′) and the composite psychomotor processing speed/attention/executive function Z-score, in addition to an indirect relationship mediated by the volume of periventricular white matter hyperintensities (ab)
Soluble Epoxide Hydrolase-Derived Linoleic Acid Oxylipins in Serum Are Associated with Periventricular White Matter Hyperintensities and Vascular Cognitive Impairment

October 2019

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342 Reads

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43 Citations

Translational Stroke Research

White matter hyperintensities (WMH) are presumed to indicate subcortical ischemic vascular disease but their underlying pathobiology remains incompletely understood. The soluble epoxide hydrolase (sEH) enzyme converts anti-inflammatory and vasoactive cytochrome p450-derived polyunsaturated fatty acid epoxides into their less active corresponding diol species. Under the hypothesis that the activity of sEH might be associated with subcortical ischemic vascular disease and vascular cognitive impairment, this study aimed to compare the relative abundance of sEH substrates and products in peripheral blood between patients with extensive WMH (discovered due to transient ischemic attack; n = 29) and healthy elderly with minimal WMH (n = 25). The concentration of 12,13-DiHOME (a sEH-derived linoleic acid metabolite), and the ratio of 12,13-DiHOME to its sEH substrate, 12,13-EpOME, were elevated in the extensive WMH group (F1,53 = 5.9, p = 0.019), as was the 9,10-DiHOME/9,10-EpOME ratio (F1,53 = 5.4, p = 0.024). The 12,13-DiHOME/12,13-EpOME ratio was associated with poorer performance on a composite score derived from tests of psychomotor processing speed, attention, and executive function (β = − 0.473, p = 0.001, adjusted r² = 0.213), but not with a composite verbal memory score. In a mediation model, periventricular WMH (but not deep WMH), explained 37% of the effect of the 12,13-DiHOME/12,13-EpOME ratio on the speed/attention/executive function composite score (indirect effect = − 0.50, 95% bootstrap confidence interval [− 0.99, − 0.17] Z-score units). Serum oxylipin changes consistent with higher sEH activity were markers of vascular cognitive impairment, and this association was partly explained by injury to the periventricular subcortical white matter. Full text via SharedIt: https://rdcu.be/bbKF9


APOE ɛ4, white matter hyperintensities, and cognition in Alzheimer and Lewy body dementia

October 2019

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145 Reads

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58 Citations

Neurology

Objective: To determine if APOE ε4 influences the association between white matter hyperintensities (WMH) and cognitive impairment in Alzheimer disease (AD) and dementia with Lewy bodies (DLB). Methods: A total of 289 patients (AD = 239; DLB = 50) underwent volumetric MRI, neuropsychological testing, and APOE ε4 genotyping. Total WMH volumes were quantified. Neuropsychological test scores were included in a confirmatory factor analysis to identify cognitive domains encompassing attention/executive functions, learning/memory, and language, and factor scores for each domain were calculated per participant. After testing interactions between WMH and APOE ε4 in the full sample, we tested associations of WMH with factor scores using linear regression models in APOE ε4 carriers (n = 167) and noncarriers (n = 122). We hypothesized that greater WMH volume would relate to worse cognition more strongly in APOE ε4 carriers. Findings were replicated in 198 patients with AD from the Alzheimer's Disease Neuroimaging Initiative (ADNI-I), and estimates from both samples were meta-analyzed. Results: A significant interaction was observed between WMH and APOE ε4 for language, but not for memory or executive functions. Separate analyses in APOE ε4 carriers and noncarriers showed that greater WMH volume was associated with worse attention/executive functions, learning/memory, and language in APOE ε4 carriers only. In ADNI-I, greater WMH burden was associated with worse attention/executive functions and language in APOE ε4 carriers only. No significant associations were observed in noncarriers. Meta-analyses showed that greater WMH volume was associated with worse performance on all cognitive domains in APOE ε4 carriers only. Conclusion: APOE ε4 may influence the association between WMH and cognitive performance in AD and DLB.


A 3D volume surface-rendered cerebral cortex showing the nine cortical regions used in the analyses with SABRE: axial view (left) and left hemisphere sagittal view (right). Regions of interest correspond to lateral superior, middle, and inferior frontal; medial superior, medial middle, and medial inferior frontal; precentral, postcentral, and occipital.
Results of the partial least square (PLS) regression analysis for selected behavioral measures. The SABRE brain volumetric predictors that supported our hypotheses based on Stuss’ model [14] and speech production models are marked with an asterisk.
Frontal Anatomical Correlates of Cognitive and Speech Motor Deficits in Amyotrophic Lateral Sclerosis

March 2019

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166 Reads

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15 Citations

The goal of this study was to identify neurostructural frontal lobe correlates of cognitive and speaking rate changes in amyotrophic lateral sclerosis (ALS). 17 patients diagnosed with ALS and 12 matched controls underwent clinical, bulbar, and neuropsychological assessment and structural neuroimaging. Neuropsychological testing was performed via a novel computerized frontal battery (ALS-CFB), based on a validated theoretical model of frontal lobe functions, and focused on testing energization, executive function, emotion processing, theory of mind, and behavioral inhibition via antisaccades. The measure of speaking rate represented bulbar motor changes. Neuroanatomical assessment was performed using volumetric analyses focused on frontal lobe regions, postcentral gyrus, and occipital lobes as controls. Partial least square regressions (PLS) were used to predict behavioral (cognitive and speech rate) outcomes using volumetric measures. The data supported the overall hypothesis that distinct behavioral changes in cognition and speaking rate in ALS were related to specific regional neurostructural brain changes. These changes did not support a notion of a general dysexecutive syndrome in ALS. The observed specificity of behavior-brain changes can begin to provide a framework for subtyping of ALS. The data also support a more integrative framework for clinical assessment of frontal lobe functioning in ALS, which requires both behavioral testing and neuroimaging.


Citations (64)


... The five areas most affected by hypoxia (as also reported in Table 4), were: (i) the prefrontal cortex and frontal lobe, responsible for complex cognitive behavior, such as decision-making, goaldirected movement, social behavior, personality expression, and moderating social behavior. The prefrontal cortex plays a crucial role in executive functions such as planning, reasoning, and problem solving (Stuss and Knight, 2013;Miller and Cohen, 2001). (ii) Hippocampus, critical for the formation of new memories and associated with learning and spatial memory (Eichenbaum, 2017). ...

Reference:

From oxygen shortage to neurocognitive challenges: behavioral patterns and imaging insights
Principles of Frontal Lobe Function
  • Citing Article
  • February 2013

... 26 Neuropsychiatric and motor features can also enhance diagnosis accuracy and inform treatment; for example, higher rates of visual hallucinations, delusions, depression, and extrapyramidal symptoms (EPS) have been observed in DLB compared to AD patients, 20,21,24,27,29,30 with associated worse functional impairment, likely due to a combination of cognitive, motor, and behavioral deficits in DLB. 31 Unfortunately, the majority of autopsy studies examined either neuropsychological or clinical (e.g., motor, neuropsychiatric) symptoms, but have failed to include both. 15,17 Moreover, most work combining clinical and neuropsychological variables were done prior to the updated 2017 DLB Consortium criteria, which added RBD as a core clinical feature, 20,21 which is especially important given that RBD is highly associated with synuclein pathology. ...

Effects of white matter hyperintensities, neuropsychiatric symptoms, and cognition on activities of daily living: Differences between Alzheimer's disease and dementia with Lewy bodies

... A substantial body of literature has con-sistently documented executive function deficits in individuals with ADHD. 27 In fact, prior studies have proposed that the cognitive deficits observed in ADHD might be clinically indistinguishable from those found in MCI, 28 with comparable performance on executive function tests. 29 Our findings imply that in individuals with MCI or dementia due to AD, a higher genetic risk for ADHD is associated with executive function deficits that surpass what is typically anticipated for these conditions. ...

Cognitive and Neuroimaging Profiles of Older Adults With Attention Deficit/Hyperactivity Disorder Presenting to a Memory Clinic

... It contributes to some, but not all, clinical symptoms of CTE, with a particular disconnect between p-tau and neurobehavioral dysregulation [7,41]. Regarding cognition, multiple studies describe the importance of vascular contributions to cognitive impairment and dementia [17,19,[22][23][24]. Given the prevalence of cerebrovascular disease in AD and frontotemporal dementia (FTD), the clinical syndrome associated with FTLD [17,19,[22][23][24], the pathological similarities (i.e., tau) between these diseases, and the clinical symptoms seen throughout life, it may be the case that WM and vascular injury play a significant role in dementia outcome for those with RHI. ...

White matter hyperintensities in autopsy-confirmed frontotemporal lobar degeneration and Alzheimer’s disease

Alzheimer's Research & Therapy

... They also found that the older group showed activation in the left PFC (Nielson et al. 2002), agreeing with CRUNCH and HAROLD. Besides, Stuss and Craik (2020) noted that with increasing age, older populations became less capable of inhibiting prepotent, default responses which are inappropriate to the demands of the environment. This was seen in a task using the Stroop test (West and Alain 2000), where, compared to younger adults, older subjects took longer to perform the stimulus task of selecting the correct colour of the word, which can be explained by a failure to inhibit the default response of word-reading. ...

Alterations in Executive Functions with Aging
  • Citing Chapter
  • December 2019

... [5][6][7] The causes of WMH in dementia are heterogeneous: they can be the result of ischemia and small vessel compromise, venous collagenosis, cerebral amyloid angiopathy (CAA), or a combination of these, or they may represent gliosis from underlying neuroaxonal degeneration due to the primary proteinopathy. 45 This last association supports that at least some of the small vessel disease burden seen may in fact be related to Aβ 42/40 -related CAA, not only within an AD cohort, but across different cohorts of neurodegenerative diseases. This is also supported by our finding that 6.5% of ONDRI patients had significant presence of CAA-related hemorrhagic markers, with higher proportion in the AD and CVD cohorts. ...

APOE ɛ4, white matter hyperintensities, and cognition in Alzheimer and Lewy body dementia

Neurology

... 33 Furthermore, changes in the volume of the superior frontal grey matter and white matter have been linked with cognitive and speech deficits in ALS patients. 34 These findings indicate again that the scope of ALS extends beyond the motor system, affecting a range of cerebral regions as the disease evolves. Future studies should evaluate the presence of genetic variants and its implications on the neuroimaging changes observed. ...

Frontal Anatomical Correlates of Cognitive and Speech Motor Deficits in Amyotrophic Lateral Sclerosis

... Given the limited effectiveness of pharmacological treatments, attention has been focused in recent years on nonpharmacological interventions aimed at preventing and treating cognitive deficits, as well as the associated difficulties with activities of daily living in individuals with neurodegenerative diseases. Among these, cognitive training offers a potential approach for dementia prevention and cognitive function improvement [27][28][29][30][31][32][33]. A critical aspect of cognitive training programs is that the most promising interventions have involved intensive in-person sessions that are unlikely to be cost-effective or feasible for large-scale implementation [34]. ...

Cognitive neurorehabilitation, second edition: Evidence and application
  • Citing Book
  • September 2015

... Recent animal studies have shown that inhibiting sEH protects various conditions, [30][31][32][33][34][35][36][37][38] including cognitive impairments [39,40]. Genome-wide studies have identified associations between single nucleotide polymorphisms in the sEH-encoding gene EPHX2 and AD/ADRD [72][73][74][75][76]. Genetic deletion [73] or inhibition of sEH improved cognition in AD [41,72,77] and DM-related ADRD [78][79][80]. ...

Soluble Epoxide Hydrolase-Derived Linoleic Acid Oxylipins in Serum Are Associated with Periventricular White Matter Hyperintensities and Vascular Cognitive Impairment

Translational Stroke Research

... 5 While there are currently no approved disease-modifying therapies for genetic FTD, several promising drug candidates are being evaluated in clinical trials. 6,7 Such therapeutics would best be applied at prodromal stages of the disease when irrecoverable neuronal damage has not yet taken place. However, clinical trial design benefits from knowledge of the natural history of disease progression and heterogeneity, which highlights the importance of effective biomarker development to address these challenges. ...

Therapeutic trial design for frontotemporal dementia and related disorders
  • Citing Article
  • October 2018

Journal of Neurology, Neurosurgery, and Psychiatry