Benjamin Williams’s research while affiliated with Athinoula A. Martinos Center for Biomedical Imaging, Harvard University and other places

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Publications (15)


Reduced limbic microstructural integrity in functional neurological disorder
  • Article

November 2019

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167 Reads

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32 Citations

Psychological Medicine

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Benjamin Williams

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Marek R. Kubicki

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[...]

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Background Functional neurological disorder (FND) is a condition at the intersection of neurology and psychiatry. Individuals with FND exhibit corticolimbic abnormalities, yet little is known about the role of white matter tracts in the pathophysiology of FND. This study characterized between-group differences in microstructural integrity, and correlated fiber bundle integrity with symptom severity, physical disability, and illness duration. Methods A diffusion tensor imaging (DTI) study was performed in 32 patients with mixed FND compared to 36 healthy controls. Diffusion-weighted magnetic resonance images were collected along with patient-reported symptom severity, physical disability (Short Form Health Survey-36), and illness duration data. Weighted-degree and link-level graph theory and probabilistic tractography analyses characterized fractional anisotropy (FA) values across cortico-subcortical connections. Results were corrected for multiple comparisons. Results Compared to controls, FND patients showed reduced FA in the stria terminalis/fornix, medial forebrain bundle, extreme capsule, uncinate fasciculus, cingulum bundle, corpus callosum, and striatal-postcentral gyrus projections. Except for the stria terminalis/fornix, these differences remained significant adjusting for depression and anxiety. In within-group analyses, physical disability inversely correlated with stria terminalis/fornix and medial forebrain bundle FA values; illness duration negatively correlated with stria terminalis/fornix white matter integrity. A FND symptom severity composite score did not correlate with FA in patients. Conclusions In this first DTI study of mixed FND, microstructural differences were observed in limbic and associative tracts implicated in salience, defensive behaviors, and emotion regulation. These findings advance our understanding of neurocircuit pathways in the pathophysiology of FND.


Individual Differences in Social Network Size Linked to Nucleus Accumbens and Hippocampal Volumes in Functional Neurological Disorder: A Pilot Study

July 2019

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59 Reads

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17 Citations

Journal of Affective Disorders

Background: In the biopsychosocial formulation of functional neurological (conversion) disorder (FND), little is known about relationships between social behavior and brain anatomy. We hypothesized that social behavior would relate to brain areas implicated in affiliative behaviors and that social network size would correlate with symptom severity and predisposing vulnerabilities in FND. Methods: This neuroimaging pilot probed how social network size, as measured by the Social Network Index, related to structural brain profiles in 23 patients with motor FND (15 woman and 8 men). FreeSurfer cortical thickness and subcortical volumetric analyses were performed correcting for multiple comparisons. Stratified analyses compared FND patients with a low social network size to matched healthy controls. Secondary exploratory analyses in an expanded sample of 38 FND patients investigated relationships between social network size, risk factors and patient-reported symptom severity. Results: Adjusting for age and gender, neuroimaging analyses showed that social network size positively correlated with left nucleus accumbens and hippocampal volumes in patients with FND; stratified analyses did not show any group-level differences. In individuals with FND, social network size correlated with health-related quality of life, graduating college, working full-time and a non-epileptic seizure diagnosis; social network size inversely related to lifetime trauma burden, post-traumatic stress disorder severity and age. Limitations: Only patient-reported scales were used and social network size information was not collected for healthy subjects. Conclusions: This neuroimaging pilot adds to the literature linking affiliation network brain areas to pro-social behaviors and enhances the biopsychosocial conceptualization of FND.




Corticolimbic fast-tracking: Enhanced multimodal integration in functional neurological disorder

March 2019

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157 Reads

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77 Citations

Journal of Neurology, Neurosurgery, and Psychiatry

Objective Some individuals with functional neurological disorder (FND) exhibit motor and affective disturbances, along with limbic hyper-reactivity and enhanced motor-limbic connectivity. Given that the multimodal integration network (insula, dorsal cingulate, temporoparietal junction (TPJ)) is implicated in convergent sensorimotor, affective and interoceptive processing, we hypothesised that patients with FND would exhibit altered motor and amygdalar resting-state propagation to this network. Patient-reported symptom severity and clinical outcome were also hypothesised to map onto multimodal integration areas. Methods Between-group differences in primary motor and amygdalar nuclei (laterobasal, centromedial) were examined using graph-theory stepwise functional connectivity (SFC) in 30 patients with motor FND compared with 30 healthy controls. Within-group analyses correlated functional propagation profiles with symptom severity and prospectively collected 6-month outcomes as measured by the Screening for Somatoform Symptoms Conversion Disorder subscale and Patient Health Questionnaire-15 composite score. Findings were clusterwise corrected for multiple comparisons. Results Compared with controls, patients with FND exhibited increased SFC from motor regions to the bilateral posterior insula, TPJ, middle cingulate cortex and putamen. From the right laterobasal amygdala, the FND cohort showed enhanced connectivity to the left anterior insula, periaqueductal grey and hypothalamus among other areas. In within-group analyses, symptom severity correlated with enhanced SFC from the left anterior insula to the right anterior insula and TPJ; increased SFC from the left centromedial amygdala to the right anterior insula correlated with clinical improvement. Within-group associations held controlling for depression, anxiety and antidepressant use. Conclusions These neuroimaging findings suggest potential candidate neurocircuit pathways in the pathophysiology of FND.


Fearful Attachment Linked to Childhood Abuse, Alexithymia, and Depression in Motor Functional Neurological Disorders

October 2018

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158 Reads

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57 Citations

The Journal of Neuropsychiatry and Clinical Neurosciences

Insecure attachment is a predisposing risk factor for the development of functional neurological disorder (FND). There is limited research investigating connections between attachment styles, other predisposing vulnerabilities, and symptom severity in patients with motor FND. By using a within-group design with prospective data collection, the authors performed univariate tests followed by multivariate linear regressions to investigate neuropsychiatric factors associated with four attachment styles (secure, fearful, preoccupied, and dismissing) among 56 patients with motor FND (mean age=40.2 years [SD=13.0]; women, N=41; men, N=15). In univariate analyses, fearful attachment style was associated with self-reported adverse life event burden, alexithymia, dissociation, depression, anxiety, impaired stress coping skills, functional neurologic symptom severity, and marital status. In a multivariate stepwise linear regression analysis, childhood abuse, alexithymia, depression, and not being married independently predicted fearful attachment. In a post hoc analysis, childhood sexual and emotional abuse were each independently associated with fearful attachment tendencies. There were no independent predictors of secure, preoccupied, or dismissing attachment styles in this study population. Future studies with larger cohorts are needed to investigate nuanced relationships among predisposing vulnerabilities for the development of FND, as well as potential links between risk factors, functional neurologic symptom severity, and clinical outcomes.


Secure Attachment and Depression Predict 6-Month Outcome in Motor Functional Neurological Disorders: A Prospective Pilot Study

August 2018

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123 Reads

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32 Citations

Psychosomatics

Background: The relationships between baseline neuropsychiatric factors and clinical outcome in patients with functional neurological disorder (FND)/conversion disorder remain poorly understood. Objective: This prospective, naturalistic pilot study investigated links between predisposing vulnerabilities (risk factors) and clinical outcome in patients with motor FND engaged in usual care within a subspecialty FND clinic. Methods: Thirty-four patients with motor FND were enrolled and completed baseline and 6-month follow-up psychometric questionnaires. Univariate screening tests followed by multivariate linear regression analyses were used to investigate neuropsychiatric predictors of 6-month clinical outcome in patients with motor FND. Results: In univariate analyses, baseline secure attachment traits and depression as measured by the Relationship Scales Questionnaire and Beck Depression Inventory-II positively correlated with improved Patient Health Questionnaire-15 scores. In a multivariate linear regression analysis adjusting for the interval time between baseline and follow-up data collection, baseline secure attachment and depression scores independently predicted improvements in Patient Health Questionnaire-15 scores. In additional analyses, patients with a diagnosis of psychogenic nonepileptic seizures compared to individuals with other motor FND subtypes showed a trend toward worse 6-month physical health outcomes as measured by the Short Form Health Survey-36. Conclusion: Future large-scale, multi-site longitudinal studies are needed to comprehensively investigate neuropsychiatric predictors of clinical outcome in patients with motor FND, including functional weakness, functional movement disorders, and psychogenic nonepileptic seizures.


Individual differences in corticolimbic structural profiles linked to insecure attachment and coping styles in motor functional neurological disorders

April 2018

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174 Reads

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40 Citations

Journal of Psychiatric Research

Background Insecure attachment and maladaptive coping are important predisposing vulnerabilities for Functional Neurological Disorders (FND)/Conversion Disorder, yet no prior structural neuroimaging studies have investigated biomarkers associated with these risk factors in FND populations. This magnetic resonance imaging study examined cortical thickness and subcortical volumes associated with self-reported attachment and coping styles in patients with FND. We hypothesized that insecure attachment and maladaptive coping would relate to limbic-paralimbic structural alterations. Methods FreeSurfer cortical thickness and subcortical volumetric analyses were performed in 26 patients with motor FND (21 women; 5 men) and 27 healthy controls (22 women; 5 men). For between-group comparisons, patients with FND were stratified by Relationship Scales Questionnaire, Ways of Coping Scale-Revised, and Connor-Davidson Resilience Scale scores. Within-group analyses were also performed in patients with FND. All analyses were performed in the complete cohort and separately in women only to evaluate for gender-specific effects. Cortical thickness analyses were whole-brain corrected at the cluster-wise level; subcortical analyses were Bonferroni corrected. Results In women with FND, dismissing attachment correlated with reduced left parahippocampal cortical thickness. Confrontive coping was associated with reduced right hippocampal volume, while accepting responsibility positively correlated with right precentral gyrus cortical thickness. These findings held adjusting for anti-depressant use. All FND-related findings were within the normal range when compared to healthy women. Conclusion These observations connect individual-differences in limbic-paralimbic and premotor structures to attachment and coping styles in FND. The relationship between parahippocampal thickness and dismissing attachment may indicate aberrant social-emotional and contextual appraisal in women with FND.


Resilience linked to personality dimensions, alexithymia and affective symptoms in motor functional neurological disorders

February 2018

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143 Reads

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47 Citations

Journal of Psychosomatic Research

Objective: Reduced resilience, a construct associated with maladaptive stress coping and a predisposing vulnerability for Functional Neurological Disorders (FND), has been under-studied compared to other neuropsychiatric factors in FND. This prospective case-control study investigated self-reported resilience in patients with FND compared to controls and examined relationships between resilience and affective symptoms, personality traits, alexithymia, health status and adverse life event burden. Methods: 50 individuals with motor FND and 47 healthy controls participated. A univariate test followed by a logistic regression analysis investigated group-level differences in Connor-Davidson Resilience Scale (CD-RISC) scores. For within-group analyses performed separately in patients with FND and controls, univariate screening tests followed by multivariate linear regression analyses examined factors associated with self-reported resilience. Results: Adjusting for age, gender, education status, ethnicity and lifetime adverse event burden, patients with FND reported reduced resilience compared to controls. Within-group analyses in patients with FND showed that individual-differences in mental health, extraversion, conscientiousness, and openness positively correlated with CD-RISC scores; post-traumatic stress disorder symptom severity, depression, anxiety, alexithymia and neuroticism scores negatively correlated with CD-RISC scores. Extraversion independently predicted resilience scores in patients with FND. In control subjects, univariate associations were appreciated between CD-RISC scores and gender, personality traits, anxiety, alexithymia and physical health; conscientiousness independently predicted resilience in controls. Conclusion: Patients with FND reported reduced resilience, and CD-RISC scores covaried with other important predisposing vulnerabilities for the development of FND. Future research should investigate if the CD-RISC is predictive of clinical outcomes in patients with FND.



Citations (12)


... Sojka et al. (2021) reported decreased FA in the right mid-temporal white matter in a functional seizure subgroup (n = 21), but found no significant differences in the FMD subgroup (n = 17) compared with HCs (n = 38). Diez et al. (2021) used probabilistic tractography and graph-based methods in a mixed sample of 32 patients (n = 14 with functional seizures) and found reduced FA in several key limbic and associative fiber bundles, including the medial forebrain bundle, UF, cingulum bundle and corpus callosum. Smaller parts of these fiber bundles remained significant after correction for anxiety and depression . ...

Reference:

Reduced microstructural white matter integrity is associated with the severity of physical symptoms in functional neurological disorder
Reduced limbic microstructural integrity in functional neurological disorder
  • Citing Article
  • November 2019

Psychological Medicine

... An intriguing possibility would be to link the deficient D2DR binding densities (Figure 5 right panels), seen in the ventrolateral shell of the nucleus accumbens of epileptic rats, profoundly in KM rats, with recently reported social behavioral deficits in KM rats [37]. In human patients, the volume of the nucleus accumbens positively correlates with the size of the individual social network [38]. Therefore, accumbal deficits and degeneration, related to epilepsies, might contribute to the increased frequency of social deficits in epileptic patients [39]. ...

Individual Differences in Social Network Size Linked to Nucleus Accumbens and Hippocampal Volumes in Functional Neurological Disorder: A Pilot Study
  • Citing Article
  • July 2019

Journal of Affective Disorders

... Functional magnetic resonance imaging (fMRI) studies, using both resting-state and task-based paradigms, have shown significant differences in brain activity and connectivity in FND patients compared to healthy controls (HCs) . These included increased connectivity in the amygdala and cingulo-insular regions with areas involved in motor control (Diez et al., 2019;Morris et al., 2017;Wegrzyk et al., 2017;, hypoactivation and connectivity deficits in the temporoparietal junction (TPJ) Maurer et al., 2016;, as well as impairments in motor planning and intention (Voon et al., 2011;de Lange et al., 2010). ...

Corticolimbic fast-tracking: Enhanced multimodal integration in functional neurological disorder
  • Citing Article
  • March 2019

Journal of Neurology, Neurosurgery, and Psychiatry

... Future research could assess whether changes in state anger are associated with changes in symptoms and vice versa. Moreover, the relationships between state anger and factors such as shame, attachment style, and maltreatment during childhood could be explored (53)(54)(55). Clinically, the results of the present study suggest that state anger might affect patient-care provider interactions and hence interfere with treatment and recovery. Our study might provide a foundation for the development of therapeutic approaches with a specific focus on short-term anger regulation and conflict resolution, which could prove beneficial in enhancing the overall effectiveness of treatment for individuals with FND. ...

Fearful Attachment Linked to Childhood Abuse, Alexithymia, and Depression in Motor Functional Neurological Disorders
  • Citing Article
  • October 2018

The Journal of Neuropsychiatry and Clinical Neurosciences

... It was found that a history of "Adverse Life Events" (such as maltreatment, physical and sexual abuse, emotional neglect) is significantly more frequent in FND patients than in control subjects (Steffen et al., 2015;Ludwig et al., 2018;Pick et al., 2019), and that recalling these traumatic events during a structured clinical interview was associated with the manifestation of the functional symptoms experienced by the patient (Kanaan et al., 2007). In addition to the traditional focus on environmental and psychological factors in FND, the role of Attachment Styles (AS, in children) and Attachment States of Mind (SoM, in adults) is also under investigation (Brown et al., 2013;Green et al., 2017;Jalilianhasanpour et al., 2019;Williams et al., 2018;Gerhardt et al., 2020;Cuoco et al., 2021). ...

Secure Attachment and Depression Predict 6-Month Outcome in Motor Functional Neurological Disorders: A Prospective Pilot Study
  • Citing Article
  • August 2018

Psychosomatics

... It was found that a history of "Adverse Life Events" (such as maltreatment, physical and sexual abuse, emotional neglect) is significantly more frequent in FND patients than in control subjects (Steffen et al., 2015;Ludwig et al., 2018;Pick et al., 2019), and that recalling these traumatic events during a structured clinical interview was associated with the manifestation of the functional symptoms experienced by the patient (Kanaan et al., 2007). In addition to the traditional focus on environmental and psychological factors in FND, the role of Attachment Styles (AS, in children) and Attachment States of Mind (SoM, in adults) is also under investigation (Brown et al., 2013;Green et al., 2017;Jalilianhasanpour et al., 2019;Williams et al., 2018;Gerhardt et al., 2020;Cuoco et al., 2021). ...

Individual differences in corticolimbic structural profiles linked to insecure attachment and coping styles in motor functional neurological disorders
  • Citing Article
  • April 2018

Journal of Psychiatric Research

... First, conscientiousness is linked to higher levels of resilience, meaning that individuals who score high in conscientiousness tend to also exhibit greater resilience. Resilience, in turn, is associated with better mental health outcomes and effective coping strategies, possibly mitigating the impact of stress and adverse events [37,38]. Second, conscientiousness is associated with improved emotional regulation, particularly in recovering more effectively from negative emotional stimuli [39]. ...

Resilience linked to personality dimensions, alexithymia and affective symptoms in motor functional neurological disorders
  • Citing Article
  • February 2018

Journal of Psychosomatic Research

... • Le cingulum et l'insula antérieurs sont des composants de base des circuits neuronaux, vulnérables à la survenue d'événements défavorables en début de vie [8,9]. • Le volume de la substance grise de l'hippocampe antérieur prédit l'évolution de la santé mentale dans les troubles neurologiques fonctionnels [10]. ...

Anterior hippocampal grey matter predicts mental health outcome in functional neurological disorders: An exploratory pilot study
  • Citing Article
  • January 2018

Journal of Neurology, Neurosurgery, and Psychiatry

... 23 In a study of 81 patients with FND, those with a chronic pain disorder were less likely to show overall clinical improvement at 7-month follow-up (12% improved compared with 34% without a pain diagnosis). 25 A cluster analysis of 48 patients with functional dystonia found that patients who were more likely to experience progressive deterioration also more often had a CRPS diagnosis or described prominent pain. 20 ...

Neuropsychiatric Factors Linked to Adherence and Short-Term Outcome in a U.S. Functional Neurological Disorders Clinic: A Retrospective Cohort Study
  • Citing Article
  • November 2017

The Journal of Neuropsychiatry and Clinical Neurosciences

... As mentioned earlier in this chapter, individuals with psychogenic non-epileptic seizures often report a history of interpersonal trauma, with the severity of convulsions correlating with earlier experiences of abuse. PNES patients also tend to experience longer seizure durations compared to those with ES (Perez et al. 2018). Additionally, in a study where the DES-II was administered to patients diagnosed with both ES and PNES concurrently, there were notably elevated DES-II scores among patients with both ES and PNES compared to those with epilepsy only and control subjects (Özdemir et al. 2016). ...

Cortical thickness alterations linked to somatoform and psychological dissociation in functional neurological disorders: Cortical Thickness Alterations
  • Citing Article
  • October 2017