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Modeling and correction of protein conformational disease in iPSC-derived neurons through personalized base editing
Konishi, Colin T; Mulaiese, Nancy; Butola, Tanvi; Zhang, Qinkun; Kagan, Dana; Yang, Qiaoyan; Pressler, Mariel; Dirvin, Brooke G; Devinsky, Orrin; Basu, Jayeeta; Long, Chengzu
Altered protein conformation can cause incurable neurodegenerative disorders. Mutations in SERPINI1, the gene encoding neuroserpin, can alter protein conformation resulting in cytotoxic aggregation leading to neuronal death. Familial encephalopathy with neuroserpin inclusion bodies (FENIB) is a rare autosomal dominant progressive myoclonic epilepsy that progresses to dementia and premature death. We developed HEK293T and induced pluripotent stem cell (iPSC) models of FENIB, harboring a patient-specific pathogenic SERPINI1 variant or stably overexpressing mutant neuroserpin fused to GFP (MUT NS-GFP). Here, we utilized a personalized adenine base editor (ABE)-mediated approach to correct the pathogenic variant efficiently and precisely to restore neuronal dendritic morphology. ABE-treated MUT NS-GFP cells demonstrated reduced inclusion size and number. Using an inducible MUT NS-GFP neuron system, we identified early prevention of toxic protein expression allowed aggregate clearance, while late prevention halted further aggregation. To address several challenges for clinical applications of gene correction, we developed a neuron-specific engineered virus-like particle to optimize neuronal ABE delivery, resulting in higher correction efficiency. Our findings provide a targeted strategy that may treat FENIB and potentially other neurodegenerative diseases due to altered protein conformation such as Alzheimer's and Huntington's diseases.
PMCID:11773622
PMID: 39877004
ISSN: 2162-2531
CID: 5780862
A left-lateralized dorsolateral prefrontal network for naming
Yu, Leyao; Dugan, Patricia; Doyle, Werner; Devinsky, Orrin; Friedman, Daniel; Flinker, Adeen
The ability to connect the form and meaning of a concept, known as word retrieval, is fundamental to human communication. While various input modalities could lead to identical word retrieval, the exact neural dynamics supporting this convergence relevant to daily auditory discourse remain poorly understood. Here, we leveraged neurosurgical electrocorticographic (ECoG) recordings from 48 patients and dissociated two key language networks that highly overlap in time and space integral to word retrieval. Using unsupervised temporal clustering techniques, we found a semantic processing network located in the middle and inferior frontal gyri. This network was distinct from an articulatory planning network in the inferior frontal and precentral gyri, which was agnostic to input modalities. Functionally, we confirmed that the semantic processing network encodes word surprisal during sentence perception. Our findings characterize how humans integrate ongoing auditory semantic information over time, a critical linguistic function from passive comprehension to daily discourse.
PMCID:11118423
PMID: 38798614
ISSN: 2692-8205
CID: 5676322
Transformer-based neural speech decoding from surface and depth electrode signals
Chen, Junbo; Chen, Xupeng; Wang, Ran; Le, Chenqian; Khalilian-Gourtani, Amirhossein; Jensen, Erika; Dugan, Patricia; Doyle, Werner; Devinsky, Orrin; Friedman, Daniel; Flinker, Adeen; Wang, Yao
PMID: 39819752
ISSN: 1741-2552
CID: 5777232
From Single Words to Sentence Production: Shared Cortical Representations but Distinct Temporal Dynamics
Morgan, Adam M; Devinsky, Orrin; Doyle, Werner K; Dugan, Patricia; Friedman, Daniel; Flinker, Adeen
Sentence production is the uniquely human ability to transform complex thoughts into strings of words. Despite the importance of this process, language production research has primarily focused on single words. It remains an untested assumption that insights from this literature generalize to more naturalistic utterances like sentences. Here, we investigate this using high-resolution neurosurgical recordings (ECoG) and an overt production experiment where patients produce six words in isolation (picture naming) and in sentences (scene description). We trained machine learning models to identify the unique brain activity pattern for each word during picture naming, and used these patterns to decode which words patients were processing while they produced sentences. Our findings reveal that words share cortical representations across tasks. In sensorimotor cortex, words were consistently activated in the order in which they were said in the sentence. However, in inferior and middle frontal gyri (IFG and MFG), the order in which words were processed depended on the syntactic structure of the sentence. This dynamic interplay between sentence structure and word processing reveals that sentence production is not simply a sequence of single word production tasks, and highlights a regional division of labor within the language network. Finally, we argue that the dynamics of word processing in prefrontal cortex may impose a subtle pressure on language evolution, explaining why nearly all the world's languages position subjects before objects.
PMCID:11565881
PMID: 39554006
ISSN: 2692-8205
CID: 5766162
Comparison of the amyloid plaque proteome in Down syndrome, early-onset Alzheimer's disease, and late-onset Alzheimer's disease
Martá-Ariza, Mitchell; Leitner, Dominique F; Kanshin, Evgeny; Suazo, Jianina; Giusti Pedrosa, Ana; Thierry, Manon; Lee, Edward B; Devinsky, Orrin; Drummond, Eleanor; Fortea, Juan; Lleó, Alberto; Ueberheide, Beatrix; Wisniewski, Thomas
Down syndrome (DS) is strongly associated with Alzheimer's disease (AD) due to APP overexpression, exhibiting Amyloid-β (Aβ) and Tau pathology similar to early-onset (EOAD) and late-onset AD (LOAD). We evaluated the Aβ plaque proteome of DS, EOAD, and LOAD using unbiased localized proteomics on post-mortem paraffin-embedded tissues from four cohorts (n = 20/group): DS (59.8 ± 4.99 y/o), EOAD (63 ± 4.07 y/o), LOAD (82.1 ± 6.37 y/o), and controls (66.4 ± 13.04). We identified differentially abundant proteins when comparing Aβ plaques and neighboring non-plaque tissue (FDR < 5%, fold-change > 1.5) in DS (n = 132), EOAD (n = 192), and LOAD (n = 128), with 43 plaque-associated proteins shared across all groups. Positive correlations were observed between plaque-associated proteins in DS and EOAD (R2 = .77), DS and LOAD (R2 = .73), and EOAD and LOAD (R2 = .67). Top gene ontology biological processes (GOBP) included lysosomal transport (p = 1.29 × 10-5) for DS, immune system regulation (p = 4.33 × 10-5) for EOAD, and lysosome organization (p = 0.029) for LOAD. Protein networks revealed a plaque-associated protein signature involving APP metabolism, immune response, and lysosomal functions. In DS, EOAD, and LOAD non-plaque vs. control tissue, we identified 263, 269, and 301 differentially abundant proteins, with 65 altered proteins shared across all cohorts. Non-plaque proteins in DS showed modest correlations with EOAD (R2 = .59) and LOAD (R2 = .33) compared to the correlation between EOAD and LOAD (R2 = .79). Top GOBP term for all groups was chromatin remodeling (p < 0.001), with additional terms for DS including extracellular matrix, and protein-DNA complexes and gene expression regulation for EOAD and LOAD. Our study reveals key functional characteristics of the amyloid plaque proteome in DS, compared to EOAD and LOAD, highlighting shared pathways in endo/lysosomal functions and immune responses. The non-plaque proteome revealed distinct alterations in ECM and chromatin structure, underscoring unique differences between DS and AD subtypes. Our findings enhance our understanding of AD pathogenesis and identify potential biomarkers and therapeutic targets.
PMID: 39825890
ISSN: 1432-0533
CID: 5777842
Association of cognitive and structural correlates of brain aging and incident epilepsy. The Framingham Heart Study
Stefanidou, Maria; Himali, Jayandra J; Bernal, Rebecca; Satizabal, Claudia; Devinsky, Orrin; Romero, Jose R; Beiser, Alexa S; Seshadri, Sudha; Friedman, Daniel
OBJECTIVES/OBJECTIVE:Late-onset epilepsy has the highest incidence among all age groups affected by epilepsy and often occurs in the absence of known clinical risk factors such as stroke and dementia. There is increasing evidence that brain changes contributing to epileptogenesis likely start years before disease onset, and we aim to relate cognitive and imaging correlates of subclinical brain injury to incident late-onset epilepsy in a large, community-based cohort. METHODS:We studied Offspring Cohort of the Framingham Heart Study participants 45 years or older, who were free of prevalent stroke, dementia, or epilepsy, and had neuropsychological (NP) evaluation and brain magnetic resonance imaging (MRI). Cognitive measures included Visual Reproduction Delayed Recall, Logical Memory Delayed Recall, Similarities, Trail Making Test B minus A (TrTB-TrTA; attention and executive function), and a global measure of cognition derived from principal component analysis. MRI measures included total cerebral brain volume, cortical gray matter volume (CGMV), white matter hyperintensity volume (WMHV), and hippocampal volume. Incident epilepsy was identified through a review of administrative data and medical records. Cox proportional hazards regression models were used for the analyses. All analyses were adjusted for age, sex, and educational level (cognition only). RESULTS:Among participants who underwent NP testing (n = 2349, 45.81% male), 31 incident epilepsy cases were identified during follow-up. Better performance on the TrTB-TrTA was associated with a lower risk of developing epilepsy (hazard ratio [HR] .25, 95% confidence interval [CI] .08-.73; p = .011). In the subgroup of participants with MRI (n = 2056, 46.01% male), 27 developed epilepsy. Higher WMHV was associated with higher epilepsy risk (HR 1.5, 95%CI 1.01-2.20; p = .042), but higher CGMV (HR .73, 95% CI .57-.93; p = .001) was associated with lower incidence of epilepsy. SIGNIFICANCE/CONCLUSIONS:Better performance on the (TrTB-TrTA), a measure of executive function and attention, and higher cortical volumes are associated with lower risk of developing epilepsy. Conversely, higher WMHV, a measure of occult vascular injury, increases the risk. Our study shows that non-invasive tests performed in mid-life may help identify people at risk for developing epilepsy later in life.
PMID: 39555677
ISSN: 1528-1167
CID: 5758112
SCIENTIFIC DATA
Zada, Zaid; Nastase, Samuel; Aubrey, Bobbi; Jalon, Itamar; Michelmann, Sebastian; Wang, Haocheng; Hasenfratz, Liat; Doyle, Werner; Friedman, Daniel; Dugan, Patricia; Melloni, Lucia; Devore, Sasha; Flinker, Adeen; Devinsky, Orrin; Goldstein, Ariel; Hasson, Uri
ISI:001522914600002
CID: 5905922
Saccades track visual associative memory processes with precision and sensitivity
Henin, Simon; Tefera, Eden; Borges, Helen; Devinsky, Orrin; Ranganath, Charan; Liu, Anli
Humans primarily use vision to engage with and learn about the world. The hippocampus plays a crucial role in binding visual experiences of people, objects and contexts over time to create event memories. Thus, eye tracking could read out hippocampal dynamics in a precise and sensitive manner. Furthermore, eye tracking could potentially detect subjective memory decline reported by temporal lobe epilepsy patients that is missed by standardized cognitive testing. We asked whether eye movements could precisely and sensitively detect memory variability within trials and between subject cohorts. We predicted that (i) eye-tracking behaviour during visual retrieval could be validated against accuracy-based tests and that (ii) memory failures would be characterized by distinct spatiotemporal patterns of visual scanning. Fourteen healthy controls and 30 temporal lobe epilepsy patients participated in a visual object association task while eye movements and pupil size were recorded. We found a difference in accuracy during retrieval between healthy controls and temporal lobe epilepsy patients. Correct retrieval trials correlated with fewer saccades, early target preference, and a more organized search pattern. Eye-movement patterns could predict retrieval accuracy at the single trial level with outstanding performance, with percentage of gaze time on the target versus the lure as the most important features. Even during correct retrieval trials, temporal lobe epilepsy patients exhibited a more chaotic scanning pattern compared to healthy controls, suggesting a weaker memory trace. Healthy versus epilepsy diagnosis could be predicted with good performance, with trial entropy and pupillary changes as key predictive factors. Saccade patterns correlated with individual subjects' accuracy scores and performance on standardized cognitive tests but provided a greater range of performance. In summary, scanning behaviour provides a continuous measure of associative memory function that capture meaningful variability during trials, between trials, and between subjects. Thus, eye tracking could be a precise and sensitive method to detect subtle memory decline in temporal lobe epilepsy or other neuropsychiatric populations with memory impairment and may generate precise behavioural phenotyping in research settings.
PMCID:12204191
PMID: 40585809
ISSN: 2632-1297
CID: 5887532
A corollary discharge circuit in human speech
Khalilian-Gourtani, Amirhossein; Wang, Ran; Chen, Xupeng; Yu, Leyao; Dugan, Patricia; Friedman, Daniel; Doyle, Werner; Devinsky, Orrin; Wang, Yao; Flinker, Adeen
When we vocalize, our brain distinguishes self-generated sounds from external ones. A corollary discharge signal supports this function in animals; however, in humans, its exact origin and temporal dynamics remain unknown. We report electrocorticographic recordings in neurosurgical patients and a connectivity analysis framework based on Granger causality that reveals major neural communications. We find a reproducible source for corollary discharge across multiple speech production paradigms localized to the ventral speech motor cortex before speech articulation. The uncovered discharge predicts the degree of auditory cortex suppression during speech, its well-documented consequence. These results reveal the human corollary discharge source and timing with far-reaching implication for speech motor-control as well as auditory hallucinations in human psychosis.
PMCID:11648673
PMID: 39625978
ISSN: 1091-6490
CID: 5780132
Adult Phenotype of CHD2-Associated Disorders
Rong, Marlene; Zulfiqar Ali, Quratulain; Aledo-Serrano, Angel; Bayat, Allan; Devinsky, Orrin; Qaiser, Farah; Chandran, Ilakkiah; Ali, Anum; Fasano, Alfonso; Bassett, Anne S; Andrade, Danielle M
BACKGROUND AND OBJECTIVES/UNASSIGNED:variants. METHODS/UNASSIGNED:variants were included. We used standardized tools to evaluate current seizures, medication use, sleep, gastrointestinal symptoms, pain response, gait, social communication disorder, and adaptive behavioral skills of patients. RESULTS/UNASSIGNED:= 0.04). DISCUSSION/UNASSIGNED:variants.
PMCID:11595326
PMID: 39601014
ISSN: 2376-7839
CID: 5803982