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Da Cunha E, Coemans S, Keulen S, Fauvet C, Zory R, Manera V, Gros A. Dynamics of oral language and speech production through neuromodulation: A systematic review of non-invasive brain stimulation in neurodegeneration. Cortex 2025; 189:148-190. [PMID: 40527095 DOI: 10.1016/j.cortex.2025.05.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2024] [Revised: 05/26/2025] [Accepted: 05/28/2025] [Indexed: 06/19/2025]
Abstract
Oral language and speech production analyses are emerging as innovative indicators of neurodegeneration. These components of expressive discourse permit dementia identification at early stages, even in neurodegenerative pathologies with non-dominant linguistic symptomatology. Simultaneously, non-invasive brain stimulation (NIBS) has been described as an effective neuromodulation technique to counter neurodegenerative symptoms. This systematic review assesses whether neuromodulation via NIBS can impact oral expressive discourse through oral language and speech production parameters in neurodegenerative contexts. We conducted a systematic review of NIBS studies reporting longitudinal changes of oral expressive output tasks in patients with a neurodegenerative condition. A systematic search of studies published between 2011 and 2024 was performed from four databases (Scopus, PubMed, PsycINFO, Embase). Data analysis yielded 27 relevant studies with quality assessed using the Cochrane RoB2 and JBI tools This review suggests that neuromodulation via NIBS can positively influence oral expression capacities. Nonetheless, neuromodulation impact varies based on clinical diagnosis, intervention parameters, and patient demographics. Speech production measures appear more sensitive to neuromodulation than oral production capability scores. Neuroimaging data further reveals that speech production longitudinal changes appear linked to NIBS-induced changes in brain activity. In that sense, speech and oral language production parameters emerge as potential sensitive indicators of neuromodulation effects and neurodegenerative symptomatology fluctuations. This review highlights the potential of NIBS in enhancing speech and oral language production in neurodegenerative conditions, highlighting the importance of personalized interventions and multidimensional assessment approaches. Future research should explore the integration of speech markers as progressive indicators of both symptomatic and neural developments.
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Affiliation(s)
- Eloïse Da Cunha
- Speech and Language Pathology Department of Nice, Faculty of Medicine, Université Côte d'Azur, Campus Pasteur, Nice, France; Cognition Behaviour Technology Laboratoy (CoBTeK), Université Côte d'Azur, Institut Claude Pompidou, Nice, France; Interdisciplinary Institute of Artificial Intelligence Côte d'Azur (3IA Côte d'Azur), Université Côte d'Azur, Valbonne, France; Clinique Gériatrique du Cerveau et du Mouvement, Centre Mémoire Ressources et Recherche, CHU de Nice, Institut Claude Pompidou, Nice, France.
| | - Silke Coemans
- Brussels Centre for Language Studies (BCLS), Vrij Universiteit Brussels, Brussels, Belgium.
| | - Stefanie Keulen
- Brussels Centre for Language Studies (BCLS), Vrij Universiteit Brussels, Brussels, Belgium.
| | - Cordélia Fauvet
- Cognition Behaviour Technology Laboratoy (CoBTeK), Université Côte d'Azur, Institut Claude Pompidou, Nice, France.
| | - Raphaël Zory
- Laboratoire Motricité Humaine Expertise Sport Santé (LAMHESS), Université Côte d'Azur, Campus STAPS - Sciences du Sport, Nice, France.
| | - Valeria Manera
- Speech and Language Pathology Department of Nice, Faculty of Medicine, Université Côte d'Azur, Campus Pasteur, Nice, France; Cognition Behaviour Technology Laboratoy (CoBTeK), Université Côte d'Azur, Institut Claude Pompidou, Nice, France.
| | - Auriane Gros
- Speech and Language Pathology Department of Nice, Faculty of Medicine, Université Côte d'Azur, Campus Pasteur, Nice, France; Cognition Behaviour Technology Laboratoy (CoBTeK), Université Côte d'Azur, Institut Claude Pompidou, Nice, France; Clinique Gériatrique du Cerveau et du Mouvement, Centre Mémoire Ressources et Recherche, CHU de Nice, Institut Claude Pompidou, Nice, France.
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Vora N, Patel P, Marsool MDM, Marsool ADM, Sunasra R, Ladani P, Pati S, Khoont D, Prajjwal P, Ranjan R. Atypical Alzheimer's dementia: Addressing the subtypes, epidemiology, atypical presentations, diagnostic biomarkers, and treatment updates. Dis Mon 2025; 71:101863. [PMID: 39894694 DOI: 10.1016/j.disamonth.2025.101863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2025]
Abstract
Alzheimer's disease is a progressive neurodegenerative disorder that primarily affects the elderly population; and is characterized by the gradual loss of memory, cognition, and ability to carry out daily activities. However, a growing body of research indicates that there exists a subtype of Alzheimer's disease known as Atypical Alzheimer's disease. Atypical Alzheimer's disease is a rare form of dementia that differs from the typical presentation of Alzheimer's disease, such as variations in the age of onset, distribution of brain pathology, and clinical symptoms. The patients affected have a younger age of onset and have predominantly visual, language, executive function, motor, and behavioral dysfunction. The diagnosis requires a comprehensive neurological evaluation with specific attention to cognitive and behavioral changes while ruling out other potential causes of dementia. Emerging biomarkers including CSF profiles, amyloid and tau PET imaging, and advanced neuroimaging techniques offer promising avenues for improving diagnostic accuracy and understanding disease mechanisms. In this article, we focus on atypical presentations seen in the posterior cortical variant, frontal variant, progressive aphasic variant, corticobasal syndrome and look at the specific biomarkers used in the diagnosis of each variant along with focusing on the treatment of the disease. We also aim to provide an understanding of Atypical Alzheimer's disease, its clinical features, the biomarkers helping in diagnosing the disease, the current treatment guidelines, and the current scientific advancements in the field.
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Affiliation(s)
- Neel Vora
- M.B.B.S., Internal Medicine, B. J. Medical College, Ahmedabad, India.
| | - Parth Patel
- M.B.B.S., Internal Medicine, Pramukhswami Medical College, Karamsad, India
| | | | | | - Rayyan Sunasra
- M.B.B.S., Hinduhriday Samrat Balasaheb Thackeray Medical College, Mumbai, India
| | - Parva Ladani
- M.B.B.S., Internal Medicine, Seth G.S. Medical College, Mumbai, India
| | - Shefali Pati
- Medical Student, St George's University, School of Medicine, Grenada
| | - Dhruvi Khoont
- M.B.B.S., Internal Medicine, Narendra Modi Medical College, Ahmedabad, India
| | | | - Raunak Ranjan
- M.B.B.S., Neurology, Bharati Vidyapeeth Medical College, Pune, India
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Alrasheed AS, Alshamrani RA, Al Ameer AA, Alkahtani RM, AlMohish NM, AlQarni MA, Alabdali MM. Safety and Efficacy of Different Therapeutic Interventions for Primary Progressive Aphasia: A Systematic Review. J Clin Med 2025; 14:3063. [PMID: 40364094 PMCID: PMC12072502 DOI: 10.3390/jcm14093063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2025] [Revised: 04/23/2025] [Accepted: 04/26/2025] [Indexed: 05/15/2025] Open
Abstract
Background: Primary progressive aphasia (PPA) is a neurodegenerative disorder that worsens over time without appropriate treatment. Although referral to a speech and language pathologist is essential for diagnosing language deficits and developing effective treatment plans, there is no scientific consensus regarding the most effective treatment. Thus, our study aims to assess the efficacy and safety of various therapeutic interventions for PPA. Methods: Google Scholar, PubMed, Web of Science, and the Cochrane Library databases were systematically searched to identify articles assessing different therapeutic interventions for PPA. To ensure comprehensive coverage, the search strategy employed specific medical subject headings. The primary outcome measure was language gain; the secondary outcome assessed overall therapeutic effects. Data on study characteristics, patient demographics, PPA subtypes, therapeutic modalities, and treatment patterns were collected. Results: Fifty-seven studies with 655 patients were included. For naming and word finding, errorless learning therapy, lexical retrieval cascade (LRC), semantic feature training, smartphone-based cognitive therapy, picture-naming therapy, and repetitive transcranial magnetic stimulation (rTMS) maintained effects for up to six months. Repetitive rTMS, video-implemented script training for aphasia (VISTA), and structured oral reading therapy improved speech fluency. Sole transcranial treatments enhanced auditory verbal comprehension, whereas transcranial direct current stimulation (tDCS) combined with language or cognitive therapy improved repetition abilities. Phonological and orthographic treatments improved reading accuracy across PPA subtypes. tDCS combined with speech therapy enhanced mini-mental state examination (MMSE) scores and cognitive function. Several therapies, including smartphone-based cognitive therapy and VISTA therapy, demonstrated sustained language improvements over six months. Conclusions: Various therapeutic interventions offer potential benefits for individuals with PPA. However, due to the heterogeneity in study designs, administration methods, small sample sizes, and lack of standardized measurement methods, drawing a firm conclusion is difficult. Further studies are warranted to establish evidence-based treatment protocols.
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Affiliation(s)
| | - Reem Ali Alshamrani
- College of Medicine, Taif University, Taif 21944, Saudi Arabia; reemalshamrani-@hotmail.com (R.A.A.); (R.M.A.)
| | | | - Reham Mohammed Alkahtani
- College of Medicine, Taif University, Taif 21944, Saudi Arabia; reemalshamrani-@hotmail.com (R.A.A.); (R.M.A.)
| | - Noor Mohammad AlMohish
- Neurology Department, King Fahad Hospital of the University, Imam Abdulrahman Bin Faisal University, Khobar 34445, Saudi Arabia;
| | - Mustafa Ahmed AlQarni
- Neurology Department, College of Medicine, Imam Abdulrahman Bin Faisal University, Khobar 34445, Saudi Arabia; (M.A.A.); (M.M.A.)
| | - Majed Mohammad Alabdali
- Neurology Department, College of Medicine, Imam Abdulrahman Bin Faisal University, Khobar 34445, Saudi Arabia; (M.A.A.); (M.M.A.)
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Moral-Rubio C, Suárez-Coalla P, Fernandez-Romero L, Pérez-Izquierdo C, Delgado-Alvarez A, Delgado-Alonso C, Gil-Moreno MJ, Matias-Guiu J, Pytel V, Ayala JL, Matias-Guiu JA. Effects of single-session repetitive transcranial magnetic stimulation to identify the optimal brain target in primary progressive aphasia. J Alzheimers Dis 2025:13872877251315182. [PMID: 39994984 DOI: 10.1177/13872877251315182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/26/2025]
Abstract
BACKGROUND Non-invasive brain stimulation has shown positive results in maximizing the effects of language therapy in primary progressive aphasia (PPA). Due to the different patterns of brain damage in each aphasia variant, we hypothesized that patients with non-fluent and semantic variants would show a differential response to transcranial magnetic stimulation (TMS). OBJECTIVE We aimed to compare the clinical responses after a single session of repetitive TMS in the left inferior frontal gyrus (IFG) and the left dorsolateral prefrontal cortex (DLPC). METHODOLOGY Twenty patients with PPA (14 with non-fluent and 6 with semantic variants) were assessed before and after repetitive TMS over the IFG, DLPC, and vertex with several language tasks, connected speech, and a subjective impression of change scale. RESULTS IFG stimulation was associated with an improvement in words per minute and the subjective assessment in the non-fluent variant, but no effects were found in the semantic variant. DLPC stimulation was associated with an improvement in words per minute, repetition, and naming latency in the non-fluent variant, and in naming and subjective impression of change in the semantic variant. CONCLUSIONS Our study showed a differential effect of one session of brain stimulation over the IFG and DLPC in patients with non-fluent and semantic PPA variants. These findings suggest that the selection of the target of stimulation may be relevant for the success of brain stimulation and favor the use of DLPC over the IFG.
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Affiliation(s)
- Carlos Moral-Rubio
- Department of Computer Architecture and Automation, Faculty of Informatics, Universidad Complutense de Madrid, Madrid, Spain
| | | | - Lucia Fernandez-Romero
- Department of Neurology, Hospital Clınico San Carlos, San Carlos Health Research Institute (IdISSC), Universidad Complutense de Madrid, Madrid, Spain
| | - Carlos Pérez-Izquierdo
- Department of Agricultural and Forestry Engineering, University Center of Plasencia, University of Extremadura, Plasencia, Spain
| | - Alfonso Delgado-Alvarez
- Department of Neurology, Hospital Clınico San Carlos, San Carlos Health Research Institute (IdISSC), Universidad Complutense de Madrid, Madrid, Spain
| | - Cristina Delgado-Alonso
- Department of Neurology, Hospital Clınico San Carlos, San Carlos Health Research Institute (IdISSC), Universidad Complutense de Madrid, Madrid, Spain
| | - Maria Jose Gil-Moreno
- Department of Neurology, Hospital Clınico San Carlos, San Carlos Health Research Institute (IdISSC), Universidad Complutense de Madrid, Madrid, Spain
| | - Jorge Matias-Guiu
- Department of Neurology, Hospital Clınico San Carlos, San Carlos Health Research Institute (IdISSC), Universidad Complutense de Madrid, Madrid, Spain
| | - Vanesa Pytel
- Department of Neurology, Hospital Clınico San Carlos, San Carlos Health Research Institute (IdISSC), Universidad Complutense de Madrid, Madrid, Spain
| | - José L Ayala
- Department of Computer Architecture and Automation, Faculty of Informatics, Universidad Complutense de Madrid, Madrid, Spain
| | - Jordi A Matias-Guiu
- Department of Neurology, Hospital Clınico San Carlos, San Carlos Health Research Institute (IdISSC), Universidad Complutense de Madrid, Madrid, Spain
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Lomi F, Simonelli I, Cappa S, Pasqualetti P, Rossi S. Noninvasive Brain Stimulation in Primary Progressive Aphasia with and Without Concomitant Speech and Language Therapy: Systematic Review and Meta-analysis. Neuropsychol Rev 2025:10.1007/s11065-025-09659-5. [PMID: 39893271 DOI: 10.1007/s11065-025-09659-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Accepted: 01/15/2025] [Indexed: 02/04/2025]
Abstract
Primary progressive aphasias (PPA) represent a group of neurodegenerative conditions affecting verbal communication abilities for which no effective medication is currently available. Noninvasive brain stimulation (NiBS) has been mainly explored as adjunctive therapy to conventional speech and language therapy (SLT) with promising results. The present meta-analysis of randomized-controlled trials (RCTs) aims to evaluate the efficacy of NiBS in PPA patients on a range of linguistic tasks (naming, phonemic fluency, semantic fluency). A literature search was carried out using EMBASE and PUBMED, searching for multi-session RCTs administering NiBS on PPA patients as stand-alone or with SLT. The results were not significant overall, indicating a null difference between the active and the sham condition on language functions; pooled effects tended to be higher in parallel than in crossover studies and for follow-ups than post-treatment. In the naming analyses, the combined effects for the studies that coupled NiBS with SLT were slightly higher than the overall effect at each time point, although not significant. These results need to be considered with caution given the low number of included studies and small sample sizes, but offer relevant indications for future research in terms of optimal treatment protocols and personalization of therapies.
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Affiliation(s)
- Francesco Lomi
- Siena Brain Investigation & Neuromodulation Lab (Si-BIN Lab), Unit of Neurology and Clinical Neurophysiology, Department of Medicine, Surgery and Neuroscience, University of Siena - Policlinico Le Scotte, Viale Mario Bracci, 16, 53100, Siena, Italy.
| | - Ilaria Simonelli
- Biostatistics Service, Clinical Research Center, Isola Tiberina-Gemelli Isola Hospital, Via Di Ponte Quattro Capi, 39, Rome, Italy
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Viale Montpellier 1, Rome, Italy
| | - Stefano Cappa
- Institute for Advanced Study, IUSS, Piazza Della Vittoria, 15, Pavia, Italy
- IRCCS Istituto Auxologico Italiano, Via Magnasco, 2, Milan, Italy
| | - Patrizio Pasqualetti
- Section of Health Statistics and Biometry, Department of Public Health and Infectious Diseases, Faculty of Pharmacy and Medicine, Sapienza University of Rome, Piazzale Aldo Moro, 5, Rome, Italy
| | - Simone Rossi
- Siena Brain Investigation & Neuromodulation Lab (Si-BIN Lab), Unit of Neurology and Clinical Neurophysiology, Department of Medicine, Surgery and Neuroscience, University of Siena - Policlinico Le Scotte, Viale Mario Bracci, 16, 53100, Siena, Italy
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Pagali SR, Kumar R, LeMahieu AM, Basso MR, Boeve BF, Croarkin PE, Geske JR, Hassett LC, Huston J, Kung S, Lundstrom BN, Petersen RC, St Louis EK, Welker KM, Worrell GA, Pascual-Leone A, Lapid MI. Efficacy and safety of transcranial magnetic stimulation on cognition in mild cognitive impairment, Alzheimer's disease, Alzheimer's disease-related dementias, and other cognitive disorders: a systematic review and meta-analysis. Int Psychogeriatr 2024; 36:880-928. [PMID: 38329083 PMCID: PMC11306417 DOI: 10.1017/s1041610224000085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 12/05/2023] [Accepted: 01/10/2024] [Indexed: 02/09/2024]
Abstract
OBJECTIVE We aim to analyze the efficacy and safety of TMS on cognition in mild cognitive impairment (MCI), Alzheimer's disease (AD), AD-related dementias, and nondementia conditions with comorbid cognitive impairment. DESIGN Systematic review, Meta-Analysis. SETTING We searched MEDLINE, Embase, Cochrane database, APA PsycINFO, Web of Science, and Scopus from January 1, 2000, to February 9, 2023. PARTICIPANTS AND INTERVENTIONS RCTs, open-label, and case series studies reporting cognitive outcomes following TMS intervention were included. MEASUREMENT Cognitive and safety outcomes were measured. Cochrane Risk of Bias for RCTs and MINORS (Methodological Index for Non-Randomized Studies) criteria were used to evaluate study quality. This study was registered with PROSPERO (CRD42022326423). RESULTS The systematic review included 143 studies (n = 5,800 participants) worldwide, encompassing 94 RCTs, 43 open-label prospective, 3 open-label retrospective, and 3 case series. The meta-analysis included 25 RCTs in MCI and AD. Collectively, these studies provide evidence of improved global and specific cognitive measures with TMS across diagnostic groups. Only 2 studies (among 143) reported 4 adverse events of seizures: 3 were deemed TMS unrelated and another resolved with coil repositioning. Meta-analysis showed large effect sizes on global cognition (Mini-Mental State Examination (SMD = 0.80 [0.26, 1.33], p = 0.003), Montreal Cognitive Assessment (SMD = 0.85 [0.26, 1.44], p = 0.005), Alzheimer's Disease Assessment Scale-Cognitive Subscale (SMD = -0.96 [-1.32, -0.60], p < 0.001)) in MCI and AD, although with significant heterogeneity. CONCLUSION The reviewed studies provide favorable evidence of improved cognition with TMS across all groups with cognitive impairment. TMS was safe and well tolerated with infrequent serious adverse events.
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Affiliation(s)
- Sandeep R Pagali
- Division of Hospital Internal Medicine, Mayo Clinic, Rochester, MN, USA
- Division of Community Internal Medicine, Geriatrics, and Palliative Care, Mayo Clinic, Rochester, MN, USA
| | - Rakesh Kumar
- Department of Psychiatry and Psychology, Mayo Clinic School of Graduate Medical Education, Mayo Clinic College of Medicine and Science, Rochester, MN, USA
| | - Allison M LeMahieu
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Michael R Basso
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | | | - Paul E Croarkin
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Jennifer R Geske
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | | | - John Huston
- Department of Radiology (Huston and Welker), Mayo Clinic, Rochester, MN, USA
| | - Simon Kung
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | | | | | | | - Kirk M Welker
- Department of Radiology (Huston and Welker), Mayo Clinic, Rochester, MN, USA
| | | | - Alvaro Pascual-Leone
- Hinda and Arthur Marcus Institute for Aging Research and Deanna, Sidney Wolk Center for Memory Health, Hebrew SeniorLife, Roslindale, MA, USA
- Department of Neurology, Harvard Medical School, Cambridge, MA, USA
| | - Maria I Lapid
- Division of Community Internal Medicine, Geriatrics, and Palliative Care, Mayo Clinic, Rochester, MN, USA
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
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LoBue C, McClintock S, Chiang HS, Helphrey J, Thakkar V, Hart J. A Critical Review of Noninvasive Brain Stimulation Technologies in Alzheimer's Dementia and Primary Progressive Aphasia. J Alzheimers Dis 2024; 100:743-760. [PMID: 38905047 PMCID: PMC11959453 DOI: 10.3233/jad-240230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/23/2024]
Abstract
Multiple pharmacologic agents now have been approved in the United States and other countries as treatment to slow disease and clinical progression for Alzheimer's disease. Given these treatments have not been proven to lessen the cognitive deficits already manifested in the Alzheimer's Clinical Syndrome (ACS), and none are aimed for another debilitating dementia syndrome identified as primary progressive aphasia (PPA), there is an urgent need for new, safe, tolerable, and efficacious treatments to mitigate the cognitive deficits experienced in ACS and PPA. Noninvasive brain stimulation has shown promise for enhancing cognitive functioning, and there has been interest in its potential therapeutic value in ACS and PPA. This review critically examines the evidence of five technologies in ACS and PPA: transcranial direct current stimulation (tDCS), transcranial alternating current stimulation (tACS), transcranial random noise stimulation (tRNS), repetitive transcranial magnetic stimulation (rTMS), and noninvasive vagus nerve stimulation (nVNS). Many randomized controlled trials of tDCS and rTMS report positive treatment effects on cognition in ACS and PPA that persist out to at least 8 weeks, whereas there are few trials for tACS and none for tRNS and nVNS. However, most positive trials did not identify clinically meaningful changes, underscoring that clinical efficacy has yet to be established in ACS and PPA. Much is still to be learned about noninvasive brain stimulation in ACS and PPA, and shifting the focus to prioritize clinical significance in addition to statistical significance in trials could yield greater success in understanding its potential cognitive effects and optimal parameters.
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Affiliation(s)
- Christian LoBue
- Department of Psychiatry, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas,TX, 75390
- Department of Neurological Surgery, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas,TX, 75390
| | - Shawn McClintock
- Department of Psychiatry, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas,TX, 75390
| | - Hsueh-Sheng Chiang
- Department of Neurology, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas,TX, 75390
- School of Behavioral and Brain Sciences, University of Texas at Dallas, 800 W Campbell Rd, Richardson, TX 75080
| | - Jessica Helphrey
- Department of Psychiatry, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas,TX, 75390
| | - Vishal Thakkar
- Department of Psychiatry, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas,TX, 75390
| | - John Hart
- Department of Psychiatry, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas,TX, 75390
- Department of Neurology, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas,TX, 75390
- School of Behavioral and Brain Sciences, University of Texas at Dallas, 800 W Campbell Rd, Richardson, TX 75080
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