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1.
Proc Natl Acad Sci U S A ; 121(14): e2314918121, 2024 Apr 02.
Artículo en Inglés | MEDLINE | ID: mdl-38527192

RESUMEN

Subcallosal cingulate (SCC) deep brain stimulation (DBS) is an emerging therapy for refractory depression. Good clinical outcomes are associated with the activation of white matter adjacent to the SCC. This activation produces a signature cortical evoked potential (EP), but it is unclear which of the many pathways in the vicinity of SCC is responsible for driving this response. Individualized biophysical models were built to achieve selective engagement of two target bundles: either the forceps minor (FM) or cingulum bundle (CB). Unilateral 2 Hz stimulation was performed in seven patients with treatment-resistant depression who responded to SCC DBS, and EPs were recorded using 256-sensor scalp electroencephalography. Two distinct EPs were observed: a 120 ms symmetric response spanning both hemispheres and a 60 ms asymmetrical EP. Activation of FM correlated with the symmetrical EPs, while activation of CB was correlated with the asymmetrical EPs. These results support prior model predictions that these two pathways are predominantly activated by clinical SCC DBS and provide first evidence of a link between cortical EPs and selective fiber bundle activation.


Asunto(s)
Estimulación Encefálica Profunda , Sustancia Blanca , Humanos , Estimulación Encefálica Profunda/métodos , Giro del Cíngulo/fisiología , Cuerpo Calloso , Potenciales Evocados
2.
Nature ; 622(7981): 130-138, 2023 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-37730990

RESUMEN

Deep brain stimulation (DBS) of the subcallosal cingulate (SCC) can provide long-term symptom relief for treatment-resistant depression (TRD)1. However, achieving stable recovery is unpredictable2, typically requiring trial-and-error stimulation adjustments due to individual recovery trajectories and subjective symptom reporting3. We currently lack objective brain-based biomarkers to guide clinical decisions by distinguishing natural transient mood fluctuations from situations requiring intervention. To address this gap, we used a new device enabling electrophysiology recording to deliver SCC DBS to ten TRD participants (ClinicalTrials.gov identifier NCT01984710). At the study endpoint of 24 weeks, 90% of participants demonstrated robust clinical response, and 70% achieved remission. Using SCC local field potentials available from six participants, we deployed an explainable artificial intelligence approach to identify SCC local field potential changes indicating the patient's current clinical state. This biomarker is distinct from transient stimulation effects, sensitive to therapeutic adjustments and accurate at capturing individual recovery states. Variable recovery trajectories are predicted by the degree of preoperative damage to the structural integrity and functional connectivity within the targeted white matter treatment network, and are matched by objective facial expression changes detected using data-driven video analysis. Our results demonstrate the utility of objective biomarkers in the management of personalized SCC DBS and provide new insight into the relationship between multifaceted (functional, anatomical and behavioural) features of TRD pathology, motivating further research into causes of variability in depression treatment.


Asunto(s)
Estimulación Encefálica Profunda , Depresión , Trastorno Depresivo Mayor , Humanos , Inteligencia Artificial , Biomarcadores , Estimulación Encefálica Profunda/métodos , Depresión/fisiopatología , Depresión/terapia , Trastorno Depresivo Mayor/fisiopatología , Trastorno Depresivo Mayor/terapia , Electrofisiología , Resultado del Tratamiento , Medición de Potencial de Campo Local , Sustancia Blanca , Lóbulo Límbico/fisiología , Lóbulo Límbico/fisiopatología , Expresión Facial
3.
Front Hum Neurosci ; 16: 939258, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36061500

RESUMEN

Precision targeting of specific white matter bundles that traverse the subcallosal cingulate (SCC) has been linked to efficacy of deep brain stimulation (DBS) for treatment resistant depression (TRD). Methods to confirm optimal target engagement in this heterogenous region are now critical to establish an objective treatment protocol. As yet unexamined are the time-frequency features of the SCC evoked potential (SCC-EP), including spectral power and phase-clustering. We examined these spectral features-evoked power and phase clustering-in a sample of TRD patients (n = 8) with implanted SCC stimulators. Electroencephalogram (EEG) was recorded during wakeful rest. Location of electrical stimulation in the SCC target region was the experimental manipulation. EEG was analyzed at the surface level with an average reference for a cluster of frontal sensors and at a time window identified by prior study (50-150 ms). Morlet wavelets generated indices of evoked power and inter-trial phase clustering. Enhanced phase clustering at theta frequency (4-7 Hz) was observed in every subject and was significantly correlated with SCC-EP magnitude, but only during left SCC stimulation. Stimulation to dorsal SCC evinced stronger phase clustering than ventral SCC. There was a weak correlation between phase clustering and white matter density. An increase in evoked delta power (2-4 Hz) was also coincident with SCC-EP, but was less consistent across participants. DBS evoked time-frequency features index mm-scale changes to the location of stimulation in the SCC target region and correlate with structural characteristics implicated in treatment optimization. Results also imply a shared generative mechanism (inter-trial phase clustering) between evoked potentials evinced by electrical stimulation and evoked potentials evinced by auditory/visual stimuli and behavioral tasks. Understanding how current injection impacts downstream cortical activity is essential to building new technologies that adapt treatment parameters to individual differences in neurophysiology.

4.
Focus (Am Psychiatr Publ) ; 19(3): 330-337, 2021 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-34690602

RESUMEN

Perimenopause is often a time of social, emotional, and physical change. Various factors contribute to the development of mood disorders during this time. There is a known association among women with previous history of major depressive disorder or bipolar disorder and relapse during the menopausal transition. First-onset mood disorders during this time have been less studied. A literature review in PsycInfo Ovid of records pertaining to first-onset mood disorders during perimenopause showed that this multifactorial process involves hormonal fluctuations, with estrogen being a key player. In addition, vasomotor symptoms, previous negative life events, and socioeconomic status were found to contribute to first-onset mood disorders during perimenopause. Treatment options include established medication regimens for psychiatric conditions; however, hormone therapy also has proven beneficial for this patient population. Further research, particularly on bipolar disorder, is needed to develop a clear association between perimenopause and first-onset mood disorders.

5.
J Neurophysiol ; 122(3): 1023-1035, 2019 09 01.
Artículo en Inglés | MEDLINE | ID: mdl-31314668

RESUMEN

Subcallosal cingulate cortex deep brain stimulation (SCC-DBS) is an experimental therapy for treatment-resistant depression (TRD). Refinement and optimization of SCC-DBS will benefit from increased study of SCC electrophysiology in context of ongoing high-frequency SCC-DBS therapy. The study objective was a 7-mo observation of frequency-domain 1/f slope in off-stimulation local field potentials (SCC-LFPs) alongside standardized measurements of depression severity in 4 patients undergoing SCC-DBS. SCC was implanted bilaterally with a combined neurostimulation-LFP recording system. Following a 1-mo off-stimulation postoperative phase with multiple daily recordings, patients received bilateral SCC-DBS therapy (130 Hz, 90 µs) and weekly resting-state SCC-LFP recordings over a 6-mo treatment phase. 1/f slopes for each time point were estimated via linear regression of log-transformed Welch periodograms. General linear mixed-effects models were constructed to estimate pretreatment sources of 1/f slope variance, and 95% bootstrap confidence intervals were constructed to estimate treatment phase 1/f slope association with treatment response (50% decrease in preimplantation symptom severity). Results show the time of recording was a prominent source of pretreatment 1/f slope variance bilaterally, with increased 1/f slope magnitude observed during night hours (2300-0659). Increase in right 1/f slope was observed in the setting of treatment response, with bootstrap analysis supporting this observation in 3 of 4 subjects. We conclude that 1/f slope can be measured longitudinally in a combined SCC-DBS/LFP recording system and likely conforms to known 1/f circadian variability. The preliminary evidence of 1/f slope increase during treatment response suggests a potential utility as a candidate biomarker for ongoing development of adaptive TRD-neuromodulation strategies.NEW & NOTEWORTHY In four patients with treatment-resistant depression undergoing therapeutic deep brain stimulation (DBS), we present the first longitudinal observations of local field potentials (LFP) from the subcallosal cingulate region outside the postoperative period. Specifically, our results demonstrate that frequency-domain 1/f activity is measurable in a combined DBS-LFP recording system and that right hemisphere recordings appear sensitive to mood state, thus suggesting a potential readout suitable for consideration in ongoing efforts to develop adaptive DBS delivery systems.


Asunto(s)
Estimulación Encefálica Profunda/métodos , Trastorno Depresivo Resistente al Tratamiento/terapia , Fenómenos Electrofisiológicos , Giro del Cíngulo , Evaluación de Procesos, Atención de Salud , Anciano , Femenino , Humanos , Estudios Longitudinales , Masculino , Persona de Mediana Edad
6.
Hum Brain Mapp ; 39(12): 4844-4856, 2018 12.
Artículo en Inglés | MEDLINE | ID: mdl-30120851

RESUMEN

Deep brain stimulation (DBS) to the subcallosal cingulate cortex (SCC) is an emerging therapy for treatment resistant depression. Precision targeting of specific white matter fibers is now central to the model of SCC DBS treatment efficacy. A method to confirm SCC DBS target engagement is needed to reduce procedural variance across treatment providers and to optimize DBS parameters for individual patients. We examined the reliability of a novel cortical evoked response that is time-locked to a 2 Hz DBS pulse and shows the propagation of signal from the DBS target. The evoked response was detected in four individuals as a stereotyped series of components within 150 ms of a 6 V DBS pulse, each showing coherent topography on the head surface. Test-retest reliability across four repeated measures over 14 months met or exceeded standards for valid test construction in three of four patients. Several observations in this pilot sample demonstrate the prospective utility of this method to confirm surgical target engagement and instruct parameter selection. The topography of an orbital frontal component on the head surface showed specificity for patterns of forceps minor activation, which may provide a means to confirm DBS location with respect to key white matter structures. A divergent cortical response to unilateral stimulation of left (vs. right) hemisphere underscores the need for feedback acuity on the level of a single electrode, despite bilateral presentation of therapeutic stimulation. Results demonstrate viability of this method to explore patient-specific cortical responsivity to DBS for brain-circuit pathologies.


Asunto(s)
Estimulación Encefálica Profunda/normas , Trastorno Depresivo Resistente al Tratamiento , Imagen de Difusión Tensora/métodos , Electroencefalografía/normas , Potenciales Evocados/fisiología , Giro del Cíngulo/fisiopatología , Sustancia Blanca/diagnóstico por imagen , Anciano , Estimulación Encefálica Profunda/métodos , Trastorno Depresivo Resistente al Tratamiento/diagnóstico por imagen , Trastorno Depresivo Resistente al Tratamiento/fisiopatología , Trastorno Depresivo Resistente al Tratamiento/terapia , Electroencefalografía/métodos , Femenino , Humanos , Masculino , Persona de Mediana Edad , Proyectos Piloto , Reproducibilidad de los Resultados
7.
Nucleic Acids Res ; 43(13): 6620-30, 2015 Jul 27.
Artículo en Inglés | MEDLINE | ID: mdl-25956652

RESUMEN

We have developed a method for assembling genetic pathways for expression in Saccharomyces cerevisiae. Our pathway assembly method, called VEGAS (Versatile genetic assembly system), exploits the native capacity of S. cerevisiae to perform homologous recombination and efficiently join sequences with terminal homology. In the VEGAS workflow, terminal homology between adjacent pathway genes and the assembly vector is encoded by 'VEGAS adapter' (VA) sequences, which are orthogonal in sequence with respect to the yeast genome. Prior to pathway assembly by VEGAS in S. cerevisiae, each gene is assigned an appropriate pair of VAs and assembled using a previously described technique called yeast Golden Gate (yGG). Here we describe the application of yGG specifically to building transcription units for VEGAS assembly as well as the VEGAS methodology. We demonstrate the assembly of four-, five- and six-gene pathways by VEGAS to generate S. cerevisiae cells synthesizing ß-carotene and violacein. Moreover, we demonstrate the capacity of yGG coupled to VEGAS for combinatorial assembly.


Asunto(s)
Vías Biosintéticas/genética , Saccharomyces cerevisiae/genética , Genes Fúngicos , Vectores Genéticos , Recombinación Homóloga , Indoles/metabolismo , Reacción en Cadena de la Polimerasa , Biología Sintética/métodos , Transcripción Genética , beta Caroteno/biosíntesis
8.
Clin Neurol Neurosurg ; 129: 50-6, 2015 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-25532135

RESUMEN

OBJECTIVES: To perform an analysis of oral baclofen dosage in patients with traumatic spinal cord injuries over time and to ascertain the clinical determinants of long-term baclofen dosage trends. STUDY DESIGN: Retrospective cohort study of patient records from the PM&R units at the Johns Hopkins Bayview Medical Center and the Johns Hopkins Hospital. SUBJECTS: A total of 115 PM&R patients suffering spinal cord injury due to trauma leading to either complete or incomplete paralysis. The modes of injury included were motor vehicle accidents (MVA) (n=39), gunshot wounds (GSW) (n=55), falls (n=17), diving (n=2), workplace (n=1) and swimming (n=1) accidents. The location of injury in the spinal cord was categorized into either cervical (n=52), thoracic (n=59), lumbar (n=2), or unspecified (n=2). RESULTS: From time of injury, an aggregate of all dosage assignments for each patient demonstrated a significant yearly increase in baclofen dosage (1.26 mg/year, p<0.01). Baclofen dosage for MVA cases were seen to rise at 4.99 mg/year (p<0.0001). Kaplan-Meier analysis revealed that GSW patients received their first baclofen dosage earlier than MVA patients (log-rank p<0.05, unadjusted). CONCLUSIONS: We observed a marginal increase in baclofen dosage over nearly 25 years in a single provider's patient database and observed different timings of first dose between two causes of traumatic SCI. These results provide an estimate of baclofen dosage trends over time after spinal cord injury and may be useful for patient counseling or as a method to assess costs of providing SCI patient care.


Asunto(s)
Baclofeno/administración & dosificación , Baclofeno/uso terapéutico , Relajantes Musculares Centrales/administración & dosificación , Relajantes Musculares Centrales/uso terapéutico , Traumatismos de la Médula Espinal/tratamiento farmacológico , Accidentes de Tránsito , Adolescente , Adulto , Anciano , Niño , Estudios de Cohortes , Femenino , Humanos , Inyecciones Espinales/métodos , Masculino , Persona de Mediana Edad , Espasticidad Muscular/tratamiento farmacológico , Estudios Retrospectivos , Heridas por Arma de Fuego/tratamiento farmacológico , Adulto Joven
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