Diabetes, brain health, and treatment gains in post-stroke aphasia.

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In post-stroke aphasia, language improvements following speech therapy are variable and can only be partially explained by the lesion. Brain tissue integrity beyond the lesion (brain health) may influence language recovery and can be impacted by cardiovascular risk factors, notably diabetes. We examined the impact of diabetes on structural network integrity and language recovery. Seventy-eight participants with chronic post-stroke aphasia underwent six weeks of semantic and phonological language therapy. To quantify structural network integrity, we evaluated the ratio of long-to-short-range white matter fibers within each participant's whole brain connectome, as long-range fibers are more susceptible to vascular injury and have been linked to high level cognitive processing. We found that diabetes moderated the relationship between structural network integrity and naming improvement at 1month post treatment. For participants without diabetes (n = 59), there was a positive relationship between structural network integrity and naming improvement (t = 2.19, p = 0.032). Among individuals with diabetes (n = 19), there were fewer treatment gains and virtually no association between structural network integrity and naming improvement. Our results indicate that structural network integrity is associated with treatment gains in aphasia for those without diabetes. These results highlight the importance of post-stroke structural white matter architectural integrity in aphasia recovery.

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Cortical microstructural changes associated with treated aphasia recovery
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Predictors beyond the lesion: Health and demographic factors associated with aphasia severity
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Patterns of poststroke brain damage that predict speech production errors in apraxia of speech and aphasia dissociate.
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Neurocognitive consequences of diabetes.
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CitationsShowing 6 of 6 papers
  • Front Matter
  • 10.1016/j.bandl.2024.105478
Getting the wires uncrossed to recover language after stroke: Commentary on Billot and Kiran
  • Oct 17, 2024
  • Brain and Language
  • Argye E Hillis

Getting the wires uncrossed to recover language after stroke: Commentary on Billot and Kiran

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  • 10.1016/j.neuropsychologia.2025.109067
From MRIcro to MRIcron: The evolution of neuroimaging visualization tools.
  • Jan 1, 2025
  • Neuropsychologia
  • Christopher Rorden

From MRIcro to MRIcron: The evolution of neuroimaging visualization tools.

  • Research Article
  • 10.1016/j.nbas.2025.100150
Advanced brain aging mediates the relationship between cardiovascular health and aphasia severity in chronic stroke
  • Aug 21, 2025
  • Aging Brain
  • Natalie Busby + 6 more

Advanced brain aging mediates the relationship between cardiovascular health and aphasia severity in chronic stroke

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  • Research Article
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  • 10.1093/braincomms/fcae200
Under pressure: the interplay of hypertension and white matter hyperintensities with cognition in chronic stroke aphasia.
  • May 3, 2024
  • Brain communications
  • Jade Hannan + 7 more

While converging research suggests that increased white matter hyperintensity load is associated with poorer cognition, and the presence of hypertension is associated with increased white matter hyperintensity load, the relationship among hypertension, cognition and white matter hyperintensities is not well understood. We sought to determine the effect of white matter hyperintensity burden on the relationship between hypertension and cognition in individuals with post-stroke aphasia, with the hypothesis that white matter hyperintensity load moderates the relationship between history of hypertension and cognitive function. Health history, Fazekas scores for white matter hyperintensities and Wechsler Adult Intelligence Scale Matrix Reasoning subtest scores for 79 people with aphasia collected as part of the Predicting Outcomes of Language Rehabilitation study at the Center for the Study of Aphasia Recovery at the University of South Carolina and the Medical University of South Carolina were analysed retrospectively. We found that participants with a history of hypertension had increased deep white matter hyperintensity severity (P < 0.001), but not periventricular white matter hyperintensity severity (P = 0.116). Moderation analysis revealed that deep white matter hyperintensity load moderates the relationship between high blood pressure and Wechsler Adult Intelligence Scale scores when controlling for age, education, aphasia severity and lesion volume. The interaction is significant, showing that a history of high blood pressure and severe deep white matter hyperintensities together are associated with poorer Matrix Reasoning scores. The overall model explains 41.85% of the overall variation in Matrix Reasoning score in this group of participants. These findings underscore the importance of considering cardiovascular risk factors in aphasia treatment, specifically hypertension and its relationship to brain health in post-stroke cognitive function.

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  • Research Article
  • Cite Count Icon 1
  • 10.1093/braincomms/fcae262
Long-range white matter fibres and post-stroke verbal and non-verbal cognition.
  • Jul 2, 2024
  • Brain communications
  • Rebecca W Roth + 9 more

Among stroke survivors, linguistic and non-linguistic impairments exhibit substantial inter-individual variability. Stroke lesion volume and location do not sufficiently explain outcomes, and the neural mechanisms underlying the severity of aphasia or non-verbal cognitive deficits remain inadequately understood. Converging evidence supports the idea that white matter is particularly susceptible to ischaemic injury, and long-range fibres are commonly associated with verbal and non-verbal function. Here, we investigated the relationship among post-stroke aphasia severity, cognition, and white matter integrity. Eighty-seven individuals in the chronic stage of stroke underwent diffusion MRI and behavioural testing, including language and cognitive measures. We used whole-brain structural connectomes from each participant to calculate the ratio of long-range fibres to short-range fibres. We found that a higher proportion of long-range fibres was associated with lower aphasia severity, more accurate picture naming, and increased performance on non-verbal semantic memory/processing and non-verbal reasoning while controlling for lesion volume, key damage areas, age, and years post stroke. Our findings corroborate the hypothesis that, after accounting for age and lesion anatomy, inter-individual differences in post-stroke aphasia severity, verbal, and non-verbal cognitive outcomes are related to the preservation of long-range white matter fibres beyond the lesion.

  • Open Access Icon
  • Research Article
  • Cite Count Icon 3
  • 10.1016/j.arrct.2023.100302
Longitudinal Progression of White Matter Hyperintensity Severity in Chronic Stroke Aphasia
  • Oct 5, 2023
  • Archives of Rehabilitation Research and Clinical Translation
  • Natalie Busby + 9 more

Longitudinal Progression of White Matter Hyperintensity Severity in Chronic Stroke Aphasia

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Decision letter: Stage-dependent differential influence of metabolic and structural networks on memory across Alzheimer’s disease continuum
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  • Amy Kuceyeski

Decision letter: Stage-dependent differential influence of metabolic and structural networks on memory across Alzheimer’s disease continuum

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  • 10.1186/s13063-022-06627-9
Timing of transcranial direct current stimulation (tDCS) combined with speech and language therapy (SLT) for aphasia: study protocol for a randomized controlled trial
  • Aug 17, 2022
  • Trials
  • Sameer A Ashaie + 2 more

BackgroundStudies suggest that language recovery in aphasia may be improved by pairing speech-language therapy with transcranial direct current stimulation. However, results from many studies have been inconclusive regarding the impact transcranial direct current stimulation may have on language recovery in individuals with aphasia. An important factor that may impact the efficacy of transcranial direct current stimulation is its timing relative to speech-language therapy. Namely, online transcranial direct current stimulation (paired with speech-language therapy) and offline transcranial direct current stimulation (prior to or following speech-language therapy) may have differential effects on language recovery in post-stroke aphasia. Transcranial direct current stimulation provided immediately before speech-language therapy may prime the language system whereas stimulation provided immediately after speech-language therapy may aid in memory consolidation. The main aim of this study is to investigate the differential effects of offline and online transcranial direct stimulation on language recovery (i.e., conversation) in post-stroke aphasia.Methods/designThe study is a randomized, parallel-assignment, double-blind treatment study. Participants will be randomized to one of four treatment conditions and will participate in 15 treatment sessions. All groups receive speech-language therapy in the form of computer-based script practice. Three groups will receive transcranial direct current stimulation: prior to speech-language therapy, concurrent with speech-language therapy, or following speech-language therapy. One group will receive sham stimulation (speech-language therapy only). We aim to include 12 participants per group (48 total). We will use fMRI-guided neuronavigation to determine placement of transcranial direct stimulation electrodes on participants’ left angular gyrus. Participants will be assessed blindly at baseline, immediately post-treatment, and at 4 weeks and 8 weeks following treatment. The primary outcome measure is change in the rate and accuracy of the trained conversation script from baseline to post-treatment.DiscussionResults from this study will aid in determining the optimum timing to combine transcranial direct current stimulation with speech-language therapy to facilitate better language outcomes for individuals with aphasia. In addition, effect sizes derived from this study may also inform larger clinical trials investigating the impact of transcranial direct current stimulation on functional communication in individuals with aphasia.Trial registrationClinicalTrials.gov NCT03773406. December 12, 2018.

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Cortical microstructural changes associated with treated aphasia recovery
  • Aug 18, 2021
  • Annals of Clinical and Translational Neurology
  • Allen J Chang + 8 more

ObjectivesTo investigate the hypothesis that language recovery in post‐stroke aphasia is associated with structural brain changes.MethodsWe evaluated whether treatment‐induced improvement in naming is associated with reorganization of tissue microstructure within residual cortical regions. To this end, we performed a retrospective longitudinal treatment study using comprehensive language‐linguistic assessments and diffusion MRI sequences optimized for the assessment of complex microstructure (diffusional kurtosis imaging) to evaluate the relationship between language treatment response and cortical changes in 26 individuals with chronic stroke‐induced aphasia. We employed elastic net statistical models controlling for baseline factors including age, sex, and time since the stroke, as well as lesion volume.ResultsWe observed that improved naming accuracy (Philadelphia Naming Test) was statistically associated with increased post‐treatment microstructural integrity in the left posterior superior temporal gyrus. Moreover, increase in microstructural integrity in the left middle temporal gyrus and left inferior temporal gyrus was specifically associated with a decrease in semantic paraphasias. This longitudinal relationship between brain tissue integrity and language improvement was not observed in other non‐language related brain regions.InterpretationOur findings provide evidence that structural brain changes in the preserved left hemisphere regions are associated with treatment‐induced language recovery in aphasia and are part of the mechanisms supporting language and brain injury recovery.

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  • Cite Count Icon 2
  • 10.1016/j.bbi.2023.11.026
Relationship between brain structural network integrity and emotional symptoms in youth with perinatally-acquired HIV
  • Dec 2, 2023
  • Brain, behavior, and immunity
  • Gabriella A Caceres + 6 more

Relationship between brain structural network integrity and emotional symptoms in youth with perinatally-acquired HIV

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  • 10.1177/1545968317723752
The Role of the BDNF Val66Met Polymorphism in Recovery of Aphasia After Stroke
  • Aug 17, 2017
  • Neurorehabilitation and Neural Repair
  • Riemke G A De Boer + 5 more

Background. Brain-derived neurotrophic factor (BDNF) is assumed to play a role in mediating neuroplasticity after stroke. Carriers of the function-limiting Val66Met (rs6265) single nucleotide polymorphism (SNP) may have a downregulation in BDNF secretion, which may lead to a poorer prognosis after stroke compared to noncarriers in motor learning and motor function recovery. The present study investigates whether this polymorphism may also affect the recovery of poststroke aphasia (ie, language impairment). Objective. To study the influence of the BDNF Val66Met polymorphism on the recovery of poststroke aphasia. Methods. We included 53 patients with poststroke aphasia, all participating in an inpatient rehabilitation program with speech and language therapy. All patients were genotyped for the Val66Met SNP and subdivided into carriers (at least one Met allele) and noncarriers (no Met allele). Primary outcome measures included the improvement over rehabilitation time on the Amsterdam-Nijmegen Everyday Language Test (ANELT) and the Boston Naming Test (BNT). Results. The outcome measures showed a large variability in the improvement scores on both the ANELT and BNT. There was no significant difference between noncarriers and carriers in the primary outcome measures. Conclusion. This study investigated the effect of the BDNF Val66Met polymorphism on clinical recovery of poststroke aphasia. In contrast to earlier studies describing a reducing effect of this polymorphism on motor function recovery after stroke, the present study does not support a reduction in language recovery for carriers compared to noncarriers with poststroke aphasia.

  • Research Article
  • Cite Count Icon 10
  • 10.1016/j.nicl.2023.103480
Brain health imaging markers, post-stroke aphasia and Cognition: A scoping review
  • Jan 1, 2023
  • NeuroImage. Clinical
  • Jade Hannan + 5 more

Brain health imaging markers, post-stroke aphasia and Cognition: A scoping review

  • Research Article
  • Cite Count Icon 7
  • 10.3390/brainsci11101277
Effects of tDCS on Language Recovery in Post-Stroke Aphasia: A Pilot Study Investigating Clinical Parameters and White Matter Change with Diffusion Imaging.
  • Sep 26, 2021
  • Brain Sciences
  • Radwa K Soliman + 6 more

Objectives: In this pilot study we investigated the effects of transcranial direct current stimulation (tDCS) on language recovery in the subacute stage of post-stroke aphasia using clinical parameters and diffusion imaging with constrained spherical deconvolution-based tractography. Methods: The study included 21 patients with subacute post-stroke aphasia. Patients were randomly classified into two groups with a ratio of 2:1 to receive real tDCS or sham tDCS as placebo control. Patients received 10 sessions (5/week) bi-hemispheric tDCS treatments over the left affected Broca’s area (anodal electrode) and over the right unaffected Broca’s area (cathodal stimulation). Aphasia score was assessed clinically using the language section of the Hemispheric Stroke Scale (HSS) before and after treatment sessions. Diffusion imaging and tractography were performed for seven patients of the real group, both before and after the 10th session. Dissection of language-related white matter tracts was achieved, and diffusion measures were extracted. A paired Student’s t-test was used to compare the clinical recovery and diffusion measures of the dissected tracts both pre- and post- treatment. The partial correlation between changes in diffusion measures and the language improvements was calculated. Results: At baseline assessment, there were no significant differences between groups in demographic and clinical HSS language score. No significant clinical recovery in HSS was evident in the sham group. However, significant improvements in the different components of HSS were only observed in patients receiving real tDCS. Associated significant increase in the fractional anisotropy of the right uncinate fasciculus and a significant reduction in the mean diffusivity of the right frontal aslant tract were reported. A significant positive correlation was found between the changes in the right uncinate fasciculus and fluency improvement. Conclusions: Aphasia recovery after bi-hemispheric transcranial direct current stimulation was associated with contralesional right-sided white matter changes at the subacute stage. These changes probably reflect neuroplasticity that could contribute to the recovery. Both the right uncinate fasciculus and right frontal aslant tract seem to be involved in aphasia recovery.

  • Research Article
  • 10.1097/md.0000000000045242
Comparative efficacy of high vs. low-frequency rTMS in enhancing language recovery post-stroke aphasia: A retrospective study
  • Oct 24, 2025
  • Medicine
  • Yuheng Jia + 2 more

Repetitive transcranial magnetic stimulation (rTMS) is a promising intervention for language recovery in post-stroke aphasia, yet the efficacy of different frequency protocols remains to be fully understood. This study aims to explore the efficacy of high versus low-frequency rTMS on language recovery in post-stroke aphasia. In this retrospective cohort study, 194 patients with post-stroke aphasia who underwent rTMS treatment from December 2019 to December 2022 were analyzed. Patients were categorized into 2 groups based on the frequency of rTMS received: low frequency (≤1 Hz, n = 101) and high frequency (≥5 Hz, n = 93). National Institutes of Health Stroke Scale scores were recorded to quantify overall neurological deficits at baseline. Language outcomes were assessed using the Western Aphasia Battery-Aphasia Quotient (WAB-AQ) and the Boston Naming Test (BNT) at baseline, immediately post-treatment, and 2 months later. Adverse events were also recorded. One day post-treatment, the low-frequency rTMS group showed significantly greater improvements in WAB-AQ scores compared to the high-frequency group (P < .001), with significant enhancements in spontaneous speech, auditory comprehension, repetition, and naming (all P < .001). BNT scores also improved significantly in the low-frequency group (P = .025). At the 2-month follow-up, both groups exhibited continued improvement, but the low-frequency group maintained significantly greater gains in WAB-AQ (P < .001), BNT (P = .032), spontaneous speech (P < .001), auditory comprehension (P = .003), repetition (P = .041), and naming (P = .019). Linear mixed model analysis confirmed that low-frequency rTMS facilitated superior language recovery, with significant Time*Group interactions observed for WAB-AQ (P < .001), spontaneous speech (P < .001), auditory comprehension (P < .001), and naming (P = .034). High-frequency rTMS was associated with a higher frequency of headaches (P = .018) and scalp dysesthesia (P < .001). Serious adverse events were significantly less frequent in the low-frequency group (P < .001). Low-frequency rTMS is more effective and safer than high-frequency rTMS in improving language recovery for patients with post-stroke aphasia. These findings suggest a potential preference for low-frequency rTMS in clinical settings.

  • Research Article
  • Cite Count Icon 23
  • 10.1161/jaha.118.010054
Cardiovascular Risk Factors and Brain Health: Impact on Long-Range Cortical Connections and Cognitive Performance.
  • Nov 27, 2018
  • Journal of the American Heart Association
  • Barbara K Marebwa + 7 more

BackgroundCardiovascular risk factor burden in the absence of clinical or radiological “events” is associated with mild cognitive impairment. Magnetic resonance imaging techniques exploring the integrity of neuronal fiber connectivity within white matter networks supporting cognitive processing could be used to measure the impact of cardiovascular disease on brain health and be used beyond bedside neuropsychological tests to detect subclinical changes and select or stratify participants for entry into clinical trials.Methods and ResultsWe assessed the relationship between verbal IQ and brain network integrity and the effect of cardiovascular risk factors on network integrity by constructing whole‐brain structural connectomes from magnetic resonance imaging diffusion images (N=60) from people with various degrees of cardiovascular risk factor burden. We measured axonal integrity by calculating network density and determined the effect of fiber loss on network topology and efficiency, using graph theory. Multivariate analyses were used to evaluate the relationship between cardiovascular risk factor burden, physical activity, age, education, white matter integrity, and verbal IQ. Reduced network density, resulting from a disproportionate loss of long‐range white matter fibers, was associated with white matter network fragmentation (r=−0.52, P<10−4), lower global efficiency (r=0.91, P<10−20), and decreased verbal IQ (adjusted R 2=0.23, P<10−4).ConclusionsCardiovascular risk factors may mediate negative effects on brain health via loss of energy‐dependent long‐range white matter fibers, which in turn leads to disruption of the topological organization of the white matter networks, lowered efficiency, and reduced cognitive function.

  • Research Article
  • 10.3389/conf.fpsyg.2016.68.00074
Language recovery in aphasia following implicit structural priming
  • Jan 1, 2016
  • Frontiers in Psychology
  • Man Grace + 1 more

Language recovery in aphasia following implicit structural priming

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  • Cite Count Icon 1
  • 10.3390/brainsci12030379
Effects of CPAP on Language Recovery in Post-Stroke Aphasia: A Review of Recent Literature.
  • Mar 12, 2022
  • Brain Sciences
  • Eve Mercer + 3 more

Obstructive sleep apnea is highly prevalent in the post-stroke population, and has been shown to affect cognitive, neurological, and functional status. Continuous positive airway pressure (CPAP) treatment is one of the most effective interventions for obstructive sleep apnea, but compliance is often low due to confounding effects of co-occurring conditions, side effects of treatment titration procedures, and individual patient personality characteristics, perceptions, and social factors. Current research suggests that CPAP treatment for obstructive sleep apnea is not associated with significant risk and can subsequently improve post-stroke motor and neurocognitive function. However, effects of CPAP treatment on post-stroke speech and language recovery remain unclear. Post-stroke communication disorders (e.g., aphasia, dysarthria, and apraxia) are also highly prevalent in this population. Knowledge of the potential positive impact of CPAP on language recovery could contribute to patients’ motivation to comply with CPAP treatment and provide incentive for speech-language pathologists to refer patients to sleep medicine specialists. In this review of the literature, we examine the question of what effect CPAP treatment may have on post-stroke speech and language function and recovery, as well as summarize the current knowledge on cognitive, neurological, and functional effects. While this review of the literature found CPAP to have varying effects on different cognitive domains, there was not sufficient evidence to determine effects on language recovery. Further research is necessary to determine the potential effects of CPAP treatment on speech and language recovery among stroke patients.

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  • Cite Count Icon 15
  • 10.1016/j.nicl.2022.103243
The role of the hippocampus in statistical learning and language recovery in persons with post stroke aphasia
  • Jan 1, 2022
  • NeuroImage : Clinical
  • Klara Schevenels + 5 more

The role of the hippocampus in statistical learning and language recovery in persons with post stroke aphasia

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  • 10.55675/sjms.v3i5.113
Prediction of Aphasia Outcome Using Low Frequency Transcranial Magnetic Stimulation in Post-Stroke Non-Fluent Aphasia
  • Oct 20, 2024
  • SJMS
  • Sara Mohammed Saber + 4 more

Background: Stroke, a global health concern, often leads to language impairment (aphasia). In Egypt, with a high stroke prevalence, aphasia affects a significant number of survivors. Noninvasive techniques like repetitive transcranial magnetic stimulation (rTMS) show promise in rehabilitation. Cultural variations in test results emphasize the need for region-specific considerations in standardized assessments for post-stroke care. Aim of the work: To evaluate the role of low frequency rTMS to speed up the recovery of post-stroke aphasia for a better quality of life. Patients and Methods: This randomized clinical trial investigates the effects of (rTMS) on post-stroke aphasia. Patients with post-stroke non-fluent aphasia were divided into two groups, with one receiving inhibitory rTMS and the other sham sessions. Inclusion criteria involve adults with a single left hemisphere stroke, while exclusion criteria include prior strokes. The study includes comprehensive assessments for aphasia, and depression. The stimulation protocol involves 20 minutes of daily rTMS for ten days, targeting the right inferior frontal gyrus. The study aims to evaluate the rTMS impact on language recovery. Results: The study evaluated low-frequency rTMS for post-stroke aphasia recovery in 30 patients, comparing TMS and sham groups. No significant demographic or cerebrovascular risk factor differences were found. While rTMS group showed improvement in depression, there were no significant differences between TMS and sham groups in aphasia improvement. Conclusion: Low-frequency rTMS demonstrated no significant superiority over sham stimulation in post-stroke aphasia recovery. Both groups exhibited improved depression without notable distinctions.

  • Research Article
  • Cite Count Icon 168
  • 10.1161/strokeaha.111.000574
Effects of Noninvasive Brain Stimulation on Language Networks and Recovery in Early Poststroke Aphasia
  • Jun 27, 2013
  • Stroke
  • Alexander Thiel + 8 more

Modulation of activity in language networks using repetitive transcranial magnetic stimulation (rTMS) may possibly support recovery from poststroke aphasia. Case series and feasibility studies seem to indicate a therapeutic effect; however, randomized sham-controlled, proof-of-principle studies relating clinical effects to activation patterns are missing. Twenty-four patients with subacute poststroke aphasia were randomized to a 10-day protocol of 20-minute inhibitory 1 Hz rTMS over the right triangular part of the posterior inferior frontal gyrus or sham stimulation, followed by 45 minutes of speech and language therapy. Activity in language networks was measured with O-15-water positron emission tomography during verb generation before and after treatment. Language performance was assessed using the Aachen Aphasia Test battery. The primary outcome measure, global Aachen Aphasia Test score change, was significantly higher in the rTMS group (t test, P=0.003). Increases were largest for subtest naming (P=0.002) and tended to be higher for comprehension, token test, and writing (P<0.1). Patients in the rTMS group activated proportionally more voxels in the left hemisphere after treatment than before (difference in activation volume index) compared with sham-treated patients (t test, P=0.002).There was a moderate but significant linear relationship between activation volume index change and global Aachen Aphasia Test score change (r2=0.25; P=0.015). Ten sessions of inhibitory rTMS over the right posterior inferior frontal gyrus, in combination with speech and language therapy, significantly improve language recovery in subacute ischemic stroke and favor recruitment of left-hemispheric language networks.

  • Research Article
  • 10.1080/02687038.2025.2466833
Neural reorganization after aphasia therapy: a scoping review of resting-state functional connectivity changes
  • Feb 26, 2025
  • Aphasiology
  • Louisa Suting + 1 more

Background Aphasia, a common consequence of stroke, significantly impairs language function, necessitating rehabilitation strategies that leverage neuroplasticity for effective recovery. Insights into the neural underpinnings of language recovery are vital for optimizing therapeutic approaches. Objective This scoping review synthesizes empirical findings on the modulation of resting-state functional connectivity (rsFC) following speech and language therapy (SLT) in individuals with post-stroke aphasia (PWA), in order to better understand and add to attempts to map the neural trajectory of recovery. Methods A comprehensive search was conducted in the PubMed and Web of Science databases to identify relevant studies. Covidence Systematic Review Software, 2022 was employed to manage the initial and full-text screening process. Following PRISMA guidelines, we systematically reviewed studies examining rsFC changes after SLT in PWA. We included studies that utilized rsfMRI in addition to behavioral assessments to ascertain the neural correlates of therapeutic intervention. Results Eleven studies were reviewed, highlighting an overall increase in intra-hemispheric connectivity, particularly within the left hemisphere, and a complex pattern of inter-hemispheric connectivity changes post-treatment. Increased connectivity within language-specific and domain-general regions suggests a dynamic neural reorganization towards a more efficient network configuration. Graph theory analysis illuminates the balance between network segregation and integration, with implications for the “small-world” characteristics of optimal brain function during recovery. Conclusion Our review indicates that SLT fosters significant neuroplastic changes in rsFC associated with language recovery in PWA. These changes reflect the adaptive reorganization of both language-specific and domain-general networks. However, the variability in treatment modalities, analytic methods, and the need for standardized approaches in rsfMRI research limit generalizability. Future research should focus on the refinement and systemization of methods and should aim to elucidate the roles of intra- and inter-hemispheric connectivity in aphasia recovery and refine rsfMRI’s potential as a biomarker for treatment outcomes.

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