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Application of VirCapSeq-VERT and BacCapSeq In the Diagnosis of Presumed and Definitive Neuroinfectious Diseases

Boruah, Abhilasha P; Kroopnick, Adam; Thakkar, Riddhi; Wapniarski, Annie E; Kim, Carla; Dugue, Rachelle; Harrigan, Eileen; Lipkin, W Ian; Mishra, Nischay; Thakur, Kiran T
BACKGROUND/UNASSIGNED:Unbiased high-throughput sequencing (HTS) has enabled new insights into the diversity of agents implicated in central nervous system (CNS) infections. The addition of positive selection capture methods to HTS has enhanced the sensitivity while reducing sequencing costs and complexity of bioinformatic analysis. Here we report the use of virus capture based sequencing for vertebrate viruses (VirCapSeq-VERT) and bacterial capture sequencing (BacCapSeq) in investigating CNS infections. DESIGN/METHODS/UNASSIGNED:Thirty-four samples were categorized: (1) Patients with definitive CNS infection by routine testing; (2) Patients meeting clinically Brighton Criteria (BC) for meningoencephalitis (3) Patients with presumptive infectious etiology highest on the differential. RNA extracts from cerebrospinal fluid (CSF) were used for VirCapSeq-VERT and DNA extracts were used for BacCapSeq analysis. RESULTS/UNASSIGNED:Among 8 samples from known CNS infections in group 1, VirCapSeq and BacCapSeq confirmed 3 expected diagnoses (42.8%), were negative in 2 (25%), yielded an alternative result in 1 (11.1%), and did not detect 2 expected negative pathogens. The confirmed cases identified HHV-6, HSV-2, and VZV while the negative samples included JCV and HSV-2. In groups 2 and 3,11/26 samples (42%) were positive for at least one pathogen, however 27% of the total samples (7/26) were positive for commensal organisms. No microbial nucleic acids were detected in negative control samples. CONCLUSIONS/UNASSIGNED:HTS showed limited promise for pathogen identification in presumed CNS infectious diseases in our small sample. Before conducting larger-scale prospective studies to assess clinical value of this novel technique, clinicians should understand benefits and limitations of using this modality.
PMID: 37502953
CID: 5639452

Application of VirCapSeq-VERT and BacCapSeq in the diagnosis of presumed and definitive neuroinfectious diseases

Boruah, Abhilasha P; Kroopnick, Adam; Thakkar, Riddhi; Wapniarski, Anne E; Kim, Carla; Dugue, Rachelle; Harrigan, Eileen; Lipkin, W Ian; Mishra, Nischay; Thakur, Kiran T
Unbiased high-throughput sequencing (HTS) has enabled new insights into the diversity of agents implicated in central nervous system (CNS) infections. The addition of positive selection capture methods to HTS has enhanced the sensitivity while reducing sequencing costs and the complexity of bioinformatic analysis. Here we report the use of virus capture-based sequencing for vertebrate viruses (VirCapSeq-VERT) and bacterial capture sequencing (BacCapSeq) in investigating CNS infections. Thirty-four samples were categorized: (1) patients with definitive CNS infection by routine testing; (2) patients meeting clinically the Brighton criteria (BC) for meningoencephalitis; (3) patients with presumptive infectious etiology highest on the differential. RNA extracts from cerebrospinal fluid (CSF) were used for VirCapSeq-VERT, and DNA extracts were used for BacCapSeq analysis. Among 8 samples from known CNS infections in group 1, VirCapSeq and BacCapSeq confirmed 3 expected diagnoses (42.8%), were negative in 2 (25%), yielded an alternative result in 1 (11.1%), and did not detect 2 expected negative pathogens. The confirmed cases identified HHV-6, HSV-2, and VZV while the negative samples included JCV and HSV-2. In groups 2 and 3, 11/26 samples (42%) were positive for at least one pathogen; however, 27% of the total samples (7/26) were positive for commensal organisms. No microbial nucleic acids were detected in negative control samples. HTS showed limited promise for pathogen identification in presumed CNS infectious diseases in our small sample. Before conducting larger-scale prospective studies to assess the clinical value of this novel technique, clinicians should understand the benefits and limitations of using this modality.
PMID: 37851324
ISSN: 1538-2443
CID: 5639462

Headache providers' perspectives of headache diaries in the era of increasing technology use: a qualitative study

Minen, Mia; George, Alexis; Lebowitz, Naomi; Katara, Aarti; Snyder, Ivy
BACKGROUND/UNASSIGNED:No matter what type of headache is being considered across various populations, one of the mainstays of headache medicine is headache tracking. This self-management tool enables patients and their providers to understand patients' underlying symptoms and the effects of treatments they have tried. This is important to determining whether headaches are related to menses for women's health, to determining the time of headache occurrence, e.g., hypnic headache, and the location and duration of symptoms, e.g., trigeminal autonomic cephalgia. Prior research has investigated what people with headaches perceive about headache diary use and how people with headaches utilize electronic headache diaries. However, headache providers' perspectives on the important factors related to headache diaries are less known. Previously, using the Modified Delphi Process, a panel of four experts opined what they perceived as the most important factors for a headache diary. We sought to better understand headache providers' perspectives about headache diary/app usage from providers working in various institutions nationwide. METHODS/UNASSIGNED:We conducted 20 semi-structured qualitative interviews of headache providers across the US from various institutions and asked them their perspectives on headache diary use. We transcribed the interviews, which two independent coders then coded. Themes and subthemes were developed using grounded theory qualitative analysis. RESULTS/UNASSIGNED:Six themes emerged: (1) Providers were generally agnostic regarding the headache tracking method, but nearly all recommend the use of smartphones for tracking; (2) Providers had concerns regarding the accessibility of headache trackers; (3) Providers noted benefits to integrating headache tracking data into the EMR but had mixed opinions on how this integration might be done; (4) Providers had mixed opinions regarding the utility and interpretation of the data, specifically regarding data accuracy and efficiency; (5) Providers generally felt that headache tracking lends itself to more collaborative plan management; (6) Providers recommend behavioral health apps for patients but stated that there are few digital behavioral health interventions for headache specifically. CONCLUSION/UNASSIGNED:Interviews of headache providers, recommenders, and users of headache data are vital informants who can provide a robust amount of information about headache diary development, use in different populations, integration, and more.
PMCID:10844531
PMID: 38322798
ISSN: 1664-2295
CID: 5632622

Understanding the Impact of Image Quality and Distance of Objects to Object Detection Performance

Chapter by: Hao, Yu; Pei, Haoyang; Lyu, Yixuan; Yuan, Zhongzheng; Rizzo, John Ross; Wang, Yao; Fang, Yi
in: IEEE International Conference on Intelligent Robots and Systems by
[S.l.] : Institute of Electrical and Electronics Engineers Inc., 2023
pp. 11436-11442
ISBN: 9781665491907
CID: 5630832

Impact of Seizures While Driving Prior to Diagnosis in People With Focal Epilepsy: Motor Vehicle Accidents and Time to Diagnosis

Bases, Benjamin; Barnard, Sarah; French, Jacqueline A; Pellinen, Jacob; ,
OBJECTIVES:To identify the type, frequency, and consequences of seizures while driving (SzWD) in people with epilepsy before diagnosis. METHODS:We performed a retrospective cohort study using the Human Epilepsy Project (HEP) to identify prediagnostic SzWD. Clinical descriptions from seizure diaries and medical records were used to classify seizure types and frequencies, time to diagnosis, and SzWD outcomes. Data were modeled using multiple logistic regression to assess for factors independently associated with SzWD. RESULTS:= 0.02). DISCUSSION:This study identifies the consequences of seizure-related MVAs and hospitalizations people experience before epilepsy diagnosis. This highlights the need for further research aimed at improving seizure awareness and improving time to diagnosis.
PMCID:10558166
PMID: 37286361
ISSN: 1526-632x
CID: 5631752

Clinical Efficacy of ONC201 in H3K27M-Mutant Diffuse Midline Gliomas Is Driven by Disruption of Integrated Metabolic and Epigenetic Pathways

Venneti, Sriram; Kawakibi, Abed Rahman; Ji, Sunjong; Waszak, Sebastian M; Sweha, Stefan R; Mota, Mateus; Pun, Matthew; Deogharkar, Akash; Chung, Chan; Tarapore, Rohinton S; Ramage, Samuel; Chi, Andrew; Wen, Patrick Y; Arrillaga-Romany, Isabel; Batchelor, Tracy T; Butowski, Nicholas A; Sumrall, Ashley; Shonka, Nicole; Harrison, Rebecca A; de Groot, John; Mehta, Minesh; Hall, Matthew D; Daghistani, Doured; Cloughesy, Timothy F; Ellingson, Benjamin M; Beccaria, Kevin; Varlet, Pascale; Kim, Michelle M; Umemura, Yoshie; Garton, Hugh; Franson, Andrea; Schwartz, Jonathan; Jain, Rajan; Kachman, Maureen; Baum, Heidi; Burant, Charles F; Mottl, Sophie L; Cartaxo, Rodrigo T; John, Vishal; Messinger, Dana; Qin, Tingting; Peterson, Erik; Sajjakulnukit, Peter; Ravi, Karthik; Waugh, Alyssa; Walling, Dustin; Ding, Yujie; Xia, Ziyun; Schwendeman, Anna; Hawes, Debra; Yang, Fusheng; Judkins, Alexander R; Wahl, Daniel; Lyssiotis, Costas A; de la Nava, Daniel; Alonso, Marta M; Eze, Augustine; Spitzer, Jasper; Schmidt, Susanne V; Duchatel, Ryan J; Dun, Matthew D; Cain, Jason E; Jiang, Li; Stopka, Sylwia A; Baquer, Gerard; Regan, Michael S; Filbin, Mariella G; Agar, Nathalie Y R; Zhao, Lili; Kumar-Sinha, Chandan; Mody, Rajen; Chinnaiyan, Arul; Kurokawa, Ryo; Pratt, Drew; Yadav, Viveka N; Grill, Jacques; Kline, Cassie; Mueller, Sabine; Resnick, Adam; Nazarian, Javad; Allen, Joshua E; Odia, Yazmin; Gardner, Sharon L; Koschmann, Carl
UNLABELLED:Patients with H3K27M-mutant diffuse midline glioma (DMG) have no proven effective therapies. ONC201 has recently demonstrated efficacy in these patients, but the mechanism behind this finding remains unknown. We assessed clinical outcomes, tumor sequencing, and tissue/cerebrospinal fluid (CSF) correlate samples from patients treated in two completed multisite clinical studies. Patients treated with ONC201 following initial radiation but prior to recurrence demonstrated a median overall survival of 21.7 months, whereas those treated after recurrence had a median overall survival of 9.3 months. Radiographic response was associated with increased expression of key tricarboxylic acid cycle-related genes in baseline tumor sequencing. ONC201 treatment increased 2-hydroxyglutarate levels in cultured H3K27M-DMG cells and patient CSF samples. This corresponded with increases in repressive H3K27me3 in vitro and in human tumors accompanied by epigenetic downregulation of cell cycle regulation and neuroglial differentiation genes. Overall, ONC201 demonstrates efficacy in H3K27M-DMG by disrupting integrated metabolic and epigenetic pathways and reversing pathognomonic H3K27me3 reduction. SIGNIFICANCE:The clinical, radiographic, and molecular analyses included in this study demonstrate the efficacy of ONC201 in H3K27M-mutant DMG and support ONC201 as the first monotherapy to improve outcomes in H3K27M-mutant DMG beyond radiation. Mechanistically, ONC201 disrupts integrated metabolic and epigenetic pathways and reverses pathognomonic H3K27me3 reduction. This article is featured in Selected Articles from This Issue, p. 2293.
PMCID:10618742
PMID: 37584601
ISSN: 2159-8290
CID: 5626362

Normalization by orientation-tuned surround in human V1-V3

Fang, Zeming; Bloem, Ilona M; Olsson, Catherine; Ma, Wei Ji; Winawer, Jonathan
An influential account of neuronal responses in primary visual cortex is the normalized energy model. This model is often implemented as a multi-stage computation. The first stage is linear filtering. The second stage is the extraction of contrast energy, whereby a complex cell computes the squared and summed outputs of a pair of the linear filters in quadrature phase. The third stage is normalization, in which a local population of complex cells mutually inhibit one another. Because the population includes cells tuned to a range of orientations and spatial frequencies, the result is that the responses are effectively normalized by the local stimulus contrast. Here, using evidence from human functional MRI, we show that the classical model fails to account for the relative responses to two classes of stimuli: straight, parallel, band-passed contours (gratings), and curved, band-passed contours (snakes). The snakes elicit fMRI responses that are about twice as large as the gratings, yet a traditional divisive normalization model predicts responses that are about the same. Motivated by these observations and others from the literature, we implement a divisive normalization model in which cells matched in orientation tuning ("tuned normalization") preferentially inhibit each other. We first show that this model accounts for differential responses to these two classes of stimuli. We then show that the model successfully generalizes to other band-pass textures, both in V1 and in extrastriate cortex (V2 and V3). We conclude that even in primary visual cortex, complex features of images such as the degree of heterogeneity, can have large effects on neural responses.
PMCID:10793941
PMID: 38150484
ISSN: 1553-7358
CID: 5626202

Idiopathic Intracranial Hypertension [Case Report]

Jauregui, Ruben; Busis, Neil A
PMID: 38157502
ISSN: 1533-4406
CID: 5625842

Proposed mechanisms of tau: relationships to traumatic brain injury, Alzheimer's disease, and epilepsy

Martin, Samantha P; Leeman-Markowski, Beth A
Traumatic brain injury (TBI), Alzheimer's disease (AD), and epilepsy share proposed mechanisms of injury, including neuronal excitotoxicity, cascade signaling, and activation of protein biomarkers such as tau. Although tau is typically present intracellularly, in tauopathies, phosphorylated (p-) and hyper-phosphorylated (hp-) tau are released extracellularly, the latter leading to decreased neuronal stability and neurofibrillary tangles (NFTs). Tau cleavage at particular sites increases susceptibility to hyper-phosphorylation, NFT formation, and eventual cell death. The relationship between tau and inflammation, however, is unknown. In this review, we present evidence for an imbalanced endoplasmic reticulum (ER) stress response and inflammatory signaling pathways resulting in atypical p-tau, hp-tau and NFT formation. Further, we propose tau as a biomarker for neuronal injury severity in TBI, AD, and epilepsy. We present a hypothesis of tau phosphorylation as an initial acute neuroprotective response to seizures/TBI. However, if the underlying seizure pathology or TBI recurrence is not effectively treated, and the pathway becomes chronically activated, we propose a "tipping point" hypothesis that identifies a transition of tau phosphorylation from neuroprotective to injurious. We outline the role of amyloid beta (Aβ) as a "last ditch effort" to revert the cell to programmed death signaling, that, when fails, transitions the mechanism from injurious to neurodegenerative. Lastly, we discuss targets along these pathways for therapeutic intervention in AD, TBI, and epilepsy.
PMCID:10797726
PMID: 38249745
ISSN: 1664-2295
CID: 5624572

Pilot Study of Prism EFP NeuroFeedback in Adult ADHD

Adler, Lenard A; Anbarasan, Deepti; Leon, Terry; Sardoff, Taylor; Descorbeth, Olivia; Cho, Dayeon; Stern, Yaki; Kraft, Oded; Hendler, Talma; Marmar, Charles R
OBJECTIVE/UNASSIGNED:A pilot study to preliminarily examine the effects of Prism EFP NeuroFeedback (NF) in adult ADHD. METHOD/UNASSIGNED:Prism EFP NF is a form of NF specifically designed to target emotional dysregulation (ED) through down regulation of amygdala activity. Prism EFP NF has been shown to improve other disorders with significant ED. Nine participants with adult ADHD received an open trial of Prism EFP NF consisting of fifteen sessions over 8 weeks; all completed at least 5 weeks of treatment with seven completing all 8 weeks. Outcomes were assessed by change in ADHD symptoms from baseline to End of Treatment. RESULTS/UNASSIGNED:About two-third reduction was seen in total DSM ADHD symptom scores (primary outcome measure) with improvement observed in all other clinical measures. No significant adverse events were seen. CONCLUSION/UNASSIGNED:This preliminary trial found substantial effects of Prism EFP NF on ADHD/ED symptoms and global impairment.
PMID: 38152997
ISSN: 1557-1246
CID: 5623272