Jennifer Freeburn’s research while affiliated with Massachusetts General Hospital and other places

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Publications (8)


330. Alterations in the Brain Network Architecture of Functional Neurological Disorder
  • Article

May 2025

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9 Reads

Biological Psychiatry

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Andrew J. Guthrie

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Cristina Bleier

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[...]

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Machine learning classification of functional neurological disorder using structural brain MRI features

July 2024

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82 Reads

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2 Citations

Journal of Neurology, Neurosurgery, and Psychiatry

Background Brain imaging studies investigating grey matter in functional neurological disorder (FND) have used univariate approaches to report group-level differences compared with healthy controls (HCs). However, these findings have limited translatability because they do not differentiate patients from controls at the individual-level. Methods 183 participants were prospectively recruited across three groups: 61 patients with mixed FND (FND-mixed), 61 age-matched and sex-matched HCs and 61 age, sex, depression and anxiety-matched psychiatric controls (PCs). Radial basis function support vector machine classifiers with cross-validation were used to distinguish individuals with FND from HCs and PCs using 134 FreeSurfer -derived grey matter MRI features. Results Patients with FND-mixed were differentiated from HCs with an accuracy of 0.66 (p=0.005; area under the receiving operating characteristic (AUROC)=0.74); this sample was also distinguished from PCs with an accuracy of 0.60 (p=0.038; AUROC=0.56). When focusing on the functional motor disorder subtype (FND-motor, n=46), a classifier robustly differentiated these patients from HCs (accuracy=0.72; p=0.002; AUROC=0.80). FND-motor could not be distinguished from PCs, and the functional seizures subtype (n=23) could not be classified against either control group. Important regions contributing to statistically significant multivariate classifications included the cingulate gyrus, hippocampal subfields and amygdalar nuclei. Correctly versus incorrectly classified participants did not differ across a range of tested psychometric variables. Conclusions These findings underscore the interconnection of brain structure and function in the pathophysiology of FND and demonstrate the feasibility of using structural MRI to classify the disorder. Out-of-sample replication and larger-scale classifier efforts incorporating psychiatric and neurological controls are needed.



Speech and language therapy: A treatment case series of 20 patients with functional speech disorder

August 2023

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212 Reads

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3 Citations

Neurorehabilitation

Background: While expert consensus recommendations support the use of speech and language therapy (SLT) for patients with functional speech disorder (FND-speech), there is limited published data on clinical outcomes. Objective: To retrospectively report the treatment outcomes and clinical characteristics of patients with FND-speech that attended outpatient SLT as part of a multidisciplinary program for functional neurological disorder (FND). Methods: In this case series, we included adult patients with FND-speech that consecutively participated in outpatient SLT at our institution between October 2014 and September 2021. Baseline demographic and neuropsychiatric characteristics were extracted from the medical records, along with data on FND-speech phenotypes, number of treatment sessions received, and clinician-determined outcomes. Only descriptive statistics were used to report findings. Results: Twenty patients met inclusion criteria; ages ranged from 21-77, with a mean of 51.6±16.2 years. 85% of the cohort presented with mixed FND-speech symptoms. Patients attended a range of 2-37 visits, with an average of 9.2±8.0 visits over 4.4±3.5 months. At the last treatment session, 3 patients were asymptomatic, 15 had improved, and 2 had not improved; 8 individuals that improved received video telehealth interventions. Conclusion: This case series lends additional support for outpatient SLT in the assessment and management of individuals with FND-speech, and may help clarify patient and provider treatment expectations. Additional prospective research is needed to investigate baseline predictors of treatment response and further define the optimal frequency, intensity, duration, and clinical setting for SLT delivery in this population.



Speech Therapy: Being Understood Clearly

February 2022

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31 Reads

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4 Citations

Current Clinical Neurology

Functional speech/voice and cognitive symptoms are common in patients with functional movement disorder and related conditions. In this chapter, the emerging treatment of functional speech/voice disorders and functional cognitive symptoms are presented from the speech-language pathology (therapy) perspective. Core elements of functional speech/voice treatment include counseling around the diagnosis, patient education, change facilitation, and working toward increased self-monitoring of speech output. Therapeutic techniques to stimulate improvement in a patient’s atypical speech pattern should be individualized. The management of functional cognitive disorders is focused on supporting compensatory strategies that allow the patient to increase independence for managing instrumental activities of daily living. Overall, speech-language pathologists are an integral component of the interdisciplinary approach to the assessment and management of functional speech/voice disorders and functional cognitive disorder. Research is particularly needed to further define the role of speech-language pathology in the treatment of functional cognitive symptoms.KeywordsFunctional speech disorderFunctional voice disorderSpeech and language pathologySpeech therapyTreatment


Management of functional communication, swallowing, cough and related disorders: Consensus recommendations for speech and language therapy

July 2021

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487 Reads

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94 Citations

Journal of Neurology, Neurosurgery, and Psychiatry

Communication problems (eg, dysphonia, dysfluency and language and articulation disorders), swallowing disorders (dysphagia and globus), cough and upper airway symptoms, resulting from functional neurological disorder (FND), are commonly encountered by speech and language professionals. However, there are few descriptions in the literature of the most effective practical management approaches. This consensus document aims to provide recommendations for assessment and intervention that are relevant to both adults and young people. An international panel of speech and language professionals with expertise in FND were approached to take part. Participants responded individually by email to a set of key questions regarding best practice for assessment and interventions. Next, a video conference was held in which participants discussed and debated the answers to these key questions, aiming to achieve consensus on each issue. Drafts of the collated consensus recommendations were circulated until consensus was achieved. FND should be diagnosed on the basis of positive clinical features. Speech and language therapy for FND should address illness beliefs, self-directed attention and abnormal movement patterns through a process of education, symptomatic treatment and cognitive behavioural therapy within a supportive therapeutic environment. We provide specific examples of these strategies for different symptoms. Speech and language professionals have a key role in the management of people with communication and related symptoms of FND. It is intended that these expert recommendations serve as both a practical toolkit and a starting point for further research into evidence-based treatments.


Cognitive Demands Influence Upper Extremity Motor Performance During Recovery From Acute Stroke

April 2021

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61 Reads

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24 Citations

Neurology

Objective To test the hypothesis that cognitive demands influence motor performance during recovery from acute stroke, we tested acute stroke patients on two motor tasks with different cognitive demands and related task performance to cognitive impairment and neuroanatomic injury. Methods We assessed the contralesional and ipsilesional upper extremities of a cohort of 50 patients with weakness after unilateral acute ischemic stroke at three timepoints with two tasks: the Box & Blocks Test, a task with greater cognitive demand, and Grip Strength, a simple and ballistic motor task. We compared performance on the two tasks, related motor performance to cognitive dysfunction, and used voxel-based lesion symptom mapping to determine neuroanatomical sites associated with motor performance. Results Consistent across contralesional and ipsilesional upper extremities and most pronounced immediately post-stroke, Box & Blocks scores were significantly more impaired than Grip Strength scores. The presence of cognitive dysfunction significantly explained up to 33% of variance in Box & Blocks performance but was not associated with Grip Strength performance. While Grip Strength performance was associated with injury largely restricted to sensorimotor regions, Box & Blocks performance was associated with broad injury outside sensorimotor structures, particularly the dorsal anterior insula, a region known to be important for complex cognitive function. Conclusions Altogether, these results suggest that cognitive demands influence upper extremity motor performance during recovery from acute stroke. Our findings emphasize the integrated nature of motor and cognitive systems and suggest that it is critical to consider cognitive demands during motor testing and neurorehabilitation after stroke.

Citations (6)


... Preliminary evidence for functional memory symptoms suggests that psychotherapy targeting negative memory beliefs and stress regulation (17) is potentially beneficial, but findings were inconclusive and need replication (18). Imported therapies from other functional disorders, including cognitive-behaviouraltherapy (CBT), have been tried in practice but have yet to be rigorously investigated (9,(19)(20)(21)(22). Also, while potentially effective, face-to-face interventions are limited by restricted expertise, heterogeneous framing of symptoms (23), cost, and stigma (24). ...

Reference:

Development of a self-help digital intervention for functional cognitive disorder: a theory-and user- centred approach
A Case of Functional Cognitive Disorder: Psychotherapy and Speech and Language Therapy Insights
  • Citing Article
  • September 2023

Harvard Review of Psychiatry

... Speech-Language Pathologists (SLP) often identify and treat patients with swallowing disorders, such as patients with CP dysfunction, and play a crucial role in treating patients with functional disorders [37]. Recently, a study published by Goldstein et al. evaluated the effectiveness of speech language therapy in treating patients with functional speech disorder [38]. In this study, patients attended an average of 9.2 visits over 4.4 months, and at the last treatment session, the majority of these patients had improved in their symptoms, with three individuals becoming completely asymptomatic, providing support for speech language therapy in the management of functional disorders [38]. ...

Speech and language therapy: A treatment case series of 20 patients with functional speech disorder
  • Citing Article
  • August 2023

Neurorehabilitation

... The methodologies followed by speech therapists rely on the diagnosis of people who stammer forming a structured pathway towards improved communication fluency hence making quality of life better. the basic elements of speech therapy revolve around counseling regarding diagnosis, educating the client and the family, change facilitation, and increasing selfmonitoring efforts (Freeburn & Baker, 2023). ...

Functional Speech and Voice Disorders
  • Citing Article
  • April 2023

Neurologic Clinics

... Saeedi та ін. [8], C. Simpson, L. Warner [10], J. Freeburn [5]) вивчають можливості удосконалення діагностичного та корекційного логопедичного інструментарію, а також методів навчальної корекції дітей з порушеннями мовленнєвого спектру. Водночас окремі аспекти фунціоналу логопеда в межах окресленого педагогічновиховного процесу досліджені недостатньо. ...

Speech Therapy: Being Understood Clearly
  • Citing Chapter
  • February 2022

Current Clinical Neurology

... Children with CP commonly experience trouble eating due to physical and functional implications. This reduces energy, muscular mass, and immune function, raising the risk of infections and other repercussions [71][72][73]. Furthermore, swallowing dysfunctions can result in symptoms such as pharyngeal itching, coughing, hypersensitivity, choking, and vomiting, which can bring problems such as pneumonia, weight loss, cognitive impairment, and higher death rates [74][75][76]. ...

Management of functional communication, swallowing, cough and related disorders: Consensus recommendations for speech and language therapy
  • Citing Article
  • July 2021

Journal of Neurology, Neurosurgery, and Psychiatry

... 6 This phenomenon, known as event-related synchronization (ERS), corresponds to a return to the basal state, reflecting deactivation and active inhibition. 6,8 ERD and ERS manifest in different frequency bands in different contexts, providing additional insights: in the theta frequency band (4-8 Hz), with high cognitive involvement; in the α frequency band (8)(9)(10)(11)(12), with high attention involvement; 9 and in the gamma frequency band (30-90 Hz), with intense motor contraction. 10 Use of brain cognitive resources varies with the choice of motor task 11 and so calculation of ERD and ERS in multiple frequency bands provides a measure of cognitive network engagement in controlling motor strategy. ...

Cognitive Demands Influence Upper Extremity Motor Performance During Recovery From Acute Stroke
  • Citing Article
  • April 2021

Neurology