Searched for: school:SOM
Department/Unit:Neurology
Severe intracranial hypotension secondary to cerebrospinal-venous fistula in a patient with remote history of spinal decompression and fusion
Greenberg, Julia; Kallik, Christina; Jadow, Benjamin; Boonsiri, Joseph; Kvint, Svetlana; Raz, Eytan; Lewis, Ariane
PMID: 39733505
ISSN: 1532-2653
CID: 5805402
Efficacy and Safety of Sodium Oxybate in Isolated Focal Laryngeal Dystonia: A Phase IIb Double-Blind Placebo-Controlled Cross-Over Randomized Clinical Trial
Simonyan, Kristina; O'Flynn, Lena C; Hamzehei Sichani, Azadeh; Frucht, Steven J; Rumbach, Anna F; Sharma, Nutan; Song, Phillip C; Worthley, Alexis
OBJECTIVE:To examine the efficacy and safety of sodium oxybate versus placebo in a phase IIb randomized double-blind placebo-controlled 2-period cross-over clinical trial in patients with isolated laryngeal dystonia (LD). METHODS:The study was conducted from January 2018 to December 2021, pausing during the COVID-19 pandemic, at Massachusetts Eye and Ear in 106 patients with alcohol-responsive (EtOH+) and alcohol-non-responsive (EtOH-) LD (53 to receive 1.5g of sodium oxybate first, 53 to receive matching placebo first). The primary outcome was a change from baseline in LD symptom severity 40 minutes after drug intake. Safety was based on vital signs, cognitive function, suicidality, daytime sleepiness, and adverse events. Patients, investigators, and outcome assessors were masked to study procedures. RESULTS:Compared to baseline, EtOH+ but not EtOH- patients had a statistically significant improvement in LD symptoms following sodium oxybate versus placebo (EtOH+: 98.75% confidence interval [CI] = 0.6-26.9; p = 0.008; EtOH-: 98.75% CI = -6.2 to 18.7; p = 0.42). Statistically significant minimum drug efficacy in EtOH+ patients was found at ≥16% symptom improvement (OR = 2.09; 98.75% CI = 0.75-5.80; p = 0.036), with an average of 40.81% benefits (98.75% CI = 34.7-48.6). Drug efficacy waned by 300 minutes after intake without a rebound. No changes were found in cognitive function, suicidality, or vital signs. Common adverse events included mild dizziness, nausea, and daytime sleepiness. INTERPRETATION/CONCLUSIONS:Sodium oxybate showed clinically meaningful improvement of symptoms in EtOH+ LD patients, with acceptable tolerability. Sodium oxybate offers the first pathophysiologically relevant oral treatment for laryngeal dystonia. ANN NEUROL 2024.
PMID: 39565101
ISSN: 1531-8249
CID: 5758542
Guidelines for Seizure Prophylaxis in Patients Hospitalized with Nontraumatic Intracerebral Hemorrhage: A Clinical Practice Guideline for Health Care Professionals from the Neurocritical Care Society
Frontera, Jennifer A; Rayi, Appaji; Tesoro, Eljim; Gilmore, Emily J; Johnson, Emily L; Olson, DaiWai; Ullman, Jamie S; Yuan, Yuhong; Zafar, Sahar; Rowe, Shaun
BACKGROUND:There is practice heterogeneity in the use, type, and duration of prophylactic antiseizure medications (ASM) in patients hospitalized with acute nontraumatic intracerebral hemorrhage (ICH). METHODS:We conducted a systematic review and meta-analysis assessing ASM primary prophylaxis in adults hospitalized with acute nontraumatic ICH. The following population, intervention, comparison, and outcome (PICO) questions were assessed: (1) Should ASM versus no ASM be used in patients with acute ICH with no history of clinical or electrographic seizures? (2) If an ASM is used, should levetiracetam (LEV) or phenytoin/fosphenytoin (PHT/fPHT) be preferentially used? and (3) If an ASM is used, should a long (> 7 days) versus short (≤ 7 days) duration of prophylaxis be used? The main outcomes assessed were early seizure (≤ 14 days), late seizures (> 14 days), adverse events, mortality, and functional and cognitive outcomes. We used Grading of Recommendations Assessment, Development, and Evaluation methodology to generate recommendations. RESULTS:The initial literature search yielded 1,988 articles, and 15 formed the basis of the recommendations. PICO 1: although there was no significant impact of ASM on the outcomes of early or late seizure or mortality, meta-analyses demonstrated increased adverse events and higher relative risk of poor functional outcomes at 90 days with prophylactic ASM use. PICO 2: we did not detect any significant positive or negative effect of PHT/fPHT compared to LEV for early seizures or adverse events, although point estimates tended to favor LEV. PICO 3: based on one decision analysis, quality-adjusted life-years were increased with a shorter duration of ASM prophylaxis. CONCLUSIONS:We suggest avoidance of prophylactic ASM in hospitalized adult patients with acute nontraumatic ICH (weak recommendation, very low quality of evidence). If used, we suggest LEV over PHT/fPHT (weak recommendation, very low quality of evidence) for a short duration (≤ 7 days; weak recommendation, very low quality of evidence).
PMID: 39707127
ISSN: 1556-0961
CID: 5765022
Medical large language models are vulnerable to data-poisoning attacks
Alber, Daniel Alexander; Yang, Zihao; Alyakin, Anton; Yang, Eunice; Rai, Sumedha; Valliani, Aly A; Zhang, Jeff; Rosenbaum, Gabriel R; Amend-Thomas, Ashley K; Kurland, David B; Kremer, Caroline M; Eremiev, Alexander; Negash, Bruck; Wiggan, Daniel D; Nakatsuka, Michelle A; Sangwon, Karl L; Neifert, Sean N; Khan, Hammad A; Save, Akshay Vinod; Palla, Adhith; Grin, Eric A; Hedman, Monika; Nasir-Moin, Mustafa; Liu, Xujin Chris; Jiang, Lavender Yao; Mankowski, Michal A; Segev, Dorry L; Aphinyanaphongs, Yindalon; Riina, Howard A; Golfinos, John G; Orringer, Daniel A; Kondziolka, Douglas; Oermann, Eric Karl
The adoption of large language models (LLMs) in healthcare demands a careful analysis of their potential to spread false medical knowledge. Because LLMs ingest massive volumes of data from the open Internet during training, they are potentially exposed to unverified medical knowledge that may include deliberately planted misinformation. Here, we perform a threat assessment that simulates a data-poisoning attack against The Pile, a popular dataset used for LLM development. We find that replacement of just 0.001% of training tokens with medical misinformation results in harmful models more likely to propagate medical errors. Furthermore, we discover that corrupted models match the performance of their corruption-free counterparts on open-source benchmarks routinely used to evaluate medical LLMs. Using biomedical knowledge graphs to screen medical LLM outputs, we propose a harm mitigation strategy that captures 91.9% of harmful content (F1 = 85.7%). Our algorithm provides a unique method to validate stochastically generated LLM outputs against hard-coded relationships in knowledge graphs. In view of current calls for improved data provenance and transparent LLM development, we hope to raise awareness of emergent risks from LLMs trained indiscriminately on web-scraped data, particularly in healthcare where misinformation can potentially compromise patient safety.
PMID: 39779928
ISSN: 1546-170x
CID: 5782182
The American Headache Society First Contact-Headache in Primary Care program: Current metrics, knowledge assessments, and direction for future initiatives
Minen, Mia T; Malhotra, Nisha A; Waire, Erin K; Swiderski, Hayley Z; Riggins, Nina Y; Sprouse-Blum, Adam S
OBJECTIVE:This study examines the American Headache Society First Contact-Headache in Primary Care program metrics to date in order to assess the program's reach and provide direction for future initiatives. BACKGROUND:Approximately 4 million primary care office visits annually are headache-specific encounters. Therefore, it is important that primary care providers are knowledgeable about headache management. Recognizing the need, the American Headache Society First Contact designed the comprehensive First Contact-Headache in Primary Care program with input from an advisory board comprised of a diverse group of physicians and advanced practice providers with backgrounds in family and internal medicine, pediatrics, obstetrics and gynecology, and neurology. This is the first study to assess the reach of the program and critically examine how to best meet the needs of clinicians and patients going forward. METHODS:We report descriptive statistics for the First Contact website metrics from October 2020 to June 2023 and grand rounds program data from May 2020 to December 2023. We also conducted a cross-sectional analysis of survey data from presentations conducted at two large national family medicine symposia, as well as a thematic analysis of the question: "Please indicate what areas of your practice could be enhanced or improved with additional education?" RESULTS:The First Contact program homepage was the second most visited page on the American Headache Society website (>100,000 views). A total of 20 podcast episodes were created for the program (>3500 plays). The First Contact program held 99 events (72 institutional grand rounds, 22 State-level meetings, and five national meetings), reaching >7000 clinicians. The institutional grand rounds and state-level meetings were held across 27 States and Washington D.C. Only 31.9% (30/94) of First Contact program events (excluding national meetings) occurred in the West census region, which has the fewest headache subspecialists and lowest headache subspecialist density in the United States. When examining survey data of participants who attended the two virtual national family medicine symposia (39.3% response rate, N = 636/1620), 85.7% (544/635) reported being "completely confident" or "very confident" in their ability to recognize and accurately diagnose patients presenting with a primary complaint of headache and 81.5% (517/634) reported being "completely confident" or "very confident" in their ability to develop evidence-based treatment plans that are tailored to the needs of individual patients. The use of diagnostic tools to recognize patients with migraine (60.4%, 384/636) and translating standards of care to the practice setting (42.5%, 270/636) were the most reported intended changes by participants. Most participants reported that program content was of clinical relevance and would improve their patients' outcomes (90.5% [571/631] and 90.6% [572/631], respectively). Over three-quarters (77.8%, 495/636) of participants reported areas of their practice that can be improved by additional education specifically regarding workflow, diagnosis, and management. CONCLUSION/CONCLUSIONS:This study evaluates one of the first national initiatives for primary care education. Data from the two First Contact Family Medicine national symposia indicate the program is generally well received with most participants reporting improved confidence and intention to implement key changes in practice to improve care for patients with headache; however, there remain areas of exploration for education that could further enhance participant experience and expand the reach of the initiatives. Areas for future programming include continued education on multifactorial approaches to headache treatment and suggestions for addressing cost, insurance, and time constraints. Also, future work may examine where the First Contact program might focus initiatives based on specific areas of need in headache care, such as geographic "desert" areas, racial and ethnic disparities, and uninsured/underinsured populations.
PMID: 39501725
ISSN: 1526-4610
CID: 5783442
Vagus nerve stimulation for stroke rehabilitation: Neural substrates, neuromodulatory effects and therapeutic implications
Schambra, Heidi M; Hays, Seth A
Paired vagus nerve stimulation (VNS) has emerged as a promising strategy to potentiate recovery after neurological injury. This approach, which combines short bursts of electrical stimulation of the vagus nerve with rehabilitation exercises, received approval from the US Food and Drug Aministration in 2021 as the first neuromodulation-based therapy for chronic stroke. Because this treatment is increasingly implemented in clinical practice, there is a need to take stock of what we know about this approach and what we have yet to learn. Here, we provide a survey on the foundational basis of VNS therapy for stroke and offer insight into the mechanisms that underlie potentiated recovery, focusing on the principles of neuromodulatory reinforcement. We discuss the current state of observations regarding synaptic reorganization in motor networks that are enhanced by VNS, and we propose other prospective loci of neuromodulation that should be evaluated in the future. Finally, we highlight the future opportunities and challenges to be faced as this approach is increasingly translated to clinical use. Collectively, a clearer understanding of the mechanistic basis of VNS therapy may reveal ways to maximize its benefits.
PMID: 39243394
ISSN: 1469-7793
CID: 5688492
Discovery of tumor-reactive T cell receptors by massively parallel library synthesis and screening
Moravec, Ziva; Zhao, Yue; Voogd, Rhianne; Cook, Danielle R; Kinrot, Seon; Capra, Benjamin; Yang, Haiyan; Raud, Brenda; Ou, Jiayu; Xuan, Jiekun; Wei, Teng; Ren, Lili; Hu, Dandan; Wang, Jun; Haanen, John B A G; Schumacher, Ton N; Chen, Xi; Porter, Ely; Scheper, Wouter
T cell receptor (TCR) gene therapy is a potent form of cellular immunotherapy in which patient T cells are genetically engineered to express TCRs with defined tumor reactivity. However, the isolation of therapeutic TCRs is complicated by both the general scarcity of tumor-specific T cells among patient T cell repertoires and the patient-specific nature of T cell epitopes expressed on tumors. Here we describe a high-throughput, personalized TCR discovery pipeline that enables the assembly of complex synthetic TCR libraries in a one-pot reaction, followed by pooled expression in reporter T cells and functional genetic screening against patient-derived tumor or antigen-presenting cells. We applied the method to screen thousands of tumor-infiltrating lymphocyte (TIL)-derived TCRs from multiple patients and identified dozens of CD4+ and CD8+ T-cell-derived TCRs with potent tumor reactivity, including TCRs that recognized patient-specific neoantigens.
PMID: 38653798
ISSN: 1546-1696
CID: 5755872
Early antiplatelet therapy after intravenous thrombolysis for acute ischemic stroke: a systematic review and meta-analysis
Kelani, Hesham; Naeem, Ahmed; Elhalag, Rowan H; Abuelazm, Mohamed; Albaramony, Nadia; Abdelazeem, Ahmed; El-Ghanem, Mohammad; Quinoa, Travis R; Greene-Chandos, Diana; Berekashvili, Ketevan; Tiwari, Ambooj; Kay, Arthur D; Lerner, David P; Merlin, Lisa R; Al-Mufti, Fawaz
BACKGROUND:Early neurological deterioration (END) and recurrence of vessel blockage frequently complicate intravenous thrombolysis (IVT) for acute ischemic stroke (AIS). Several studies have indicated the potential effectiveness of the early initiation (within < 24 h) of antiplatelet therapy (APT) after IVT. However, conflicting results have been reported by other studies. We aimed to offer a thorough overview of the current literature through a systematic review and meta-analysis. METHODS:Our systematic review and meta-analysis were prospectively registered on PROSPERO (ID: CRD42023488173) following the PRISMA guidelines. We systematically searched Web of Science, SCOPUS, PubMed, and Cochrane Library until May 5, 2024. Rayyan. ai facilitated the screening process. The R statistical programming language was used to calculate the odds ratios and conduct a meta-analysis. Our primary outcomes were excellent functional recovery (modified Rankin Scale score 0-1), symptomatic intracranial hemorrhage (sICH), and mortality. RESULTS:Eight studies involving 2,134 participants were included in the meta-analysis. Early APT showed statistically significant increased odds of excellent functional recovery (mRS 0-1) compared to the standard APT group (OR, 1.81; [95% CI: 1.10, 2.98], p = 0.02). However, we found no differences between the early and standard APT groups regarding sICH (OR, 1.74; [95% CI: 0.91, 3.33], p = 0.10) and mortality (OR, 0.88; [95% CI: 0.62, 1.24]; p = 0.47). CONCLUSION/CONCLUSIONS:Early APT within 24 h of IVT in stroke patients is safe, with no increase in bleeding risk, and has a positive effect on excellent functional recovery. However, there was a statistically insignificant trend of increased sICH with early APT, and the current evidence is based on highly heterogeneous studies. Further large-scale RCTs are warranted.
PMID: 39470903
ISSN: 1590-3478
CID: 5746892
Outcomes of Adjunct Emergent Stenting Versus Mechanical Thrombectomy Alone: The RESCUE-ICAS Registry
Al Kasab, Sami; Almallouhi, Eyad; Jumaa, Mouhammad A; Inoa, Violiza; Capasso, Francesco; Nahhas, Michael I; Starke, Robert M; Fragata, Isabel R; Bender, Matthew T; Moldovan, Krisztina; Yaghi, Shadi; Maier, Ilko L; Grossberg, Jonathan A; Jabbour, Pascal M; Psychogios, Marios-Nikos; Samaniego, Edgar A; Burkhardt, Jan-Karl; Jankowitz, Brian T; Abdalkader, Mohamad; Hassan, Ameer E; Altschul, David J; Mascitelli, Justin; Regenhardt, Robert W; Wolfe, Stacey Q; Ezzeldin, Mohamad; Limaye, Kaustubh; Grandhi, Ramesh; Al-Jehani, Hossam; Niazi, Muhammad; Goyal, Nitin; Tjoumakaris, Stavropoula I; Alawieh, Ali M; Abdelsalam, Ahmed; Guada, Luis; Ntoulias, Nikolaos; El-Ghawanmeh, Reem; Batra, Vivek; Choi, Ashley; Zohdy, Youssef M; Nguyen, Sarah; Essibayi, Muhammed Amir; El Naamani, Kareem; Koo, Andrew B; Almekhlafi, Mohammed A; Raz, Eytan; Miller, Samantha; Mierzwa, Adam; Zaidi, Syed F; Gudino, Andres S; Alsarah, Ali; Azeem, Hussain; Mattingly, Thomas K; Schartz, Derrek; Nelson, Ashley M; Pinheiro, Carolina; Spiotta, Alejandro M; Kicielinski, Kimberly P; Lena, Jonathan; Lajthia, Orgest; Hubbard, Zachary; Zaidat, Osama O; Derdeyn, Colin P; Klein, Piers; Nguyen, Thanh N; de Havenon, Adam
BACKGROUND:Underlying intracranial stenosis is the most common cause of failed mechanical thrombectomy in acute ischemic stroke patients with large vessel occlusion. Adjunct emergent stenting is sometimes performed to improve or maintain reperfusion, despite limited data regarding its safety or efficacy. METHODS:We conducted a prospective multicenter observational international cohort study. Patients were enrolled between January 2022 and December 2023 at 25 thrombectomy capable centers in North America, Europe, and Asia. Consecutive patients treated with mechanical thrombectomy were included if they were identified as having underlying intracranial stenosis, defined as 50-99% residual stenosis of the target vessel or intra-procedural re-occlusion. The primary outcome was functional independence, defined as modified Rankin Scale of 0-2 at 90 days. After applying inverse probability of treatment weighting (IPTW) based on propensity scores, we compared outcomes among patients who underwent adjunct emergent intracranial stenting (stenting) versus those who received mechanical thrombectomy alone. RESULTS:A total of 417 patients were included; 218 patients treated with mechanical thrombectomy alone (168 anterior circulation) and 199 with mechanical thrombectomy plus stenting (144 anterior circulation). Patients in the stenting group were less likely to be non-Hispanic White (51.8% vs 62.4%, p=0.03), and less likely to have diabetes (33.2% vs 43.1%, p=0.037) or hyperlipidemia (43.2% vs 56%, p= 0.009). In addition, there was a lower rate of IV thrombolysis use in the stenting group (18.6% vs 27.5%, p=0.03). There was a higher rate of successful reperfusion (modified Treatment In Cerebral Infarction score ≥ 2B) in the stenting versus mechanical thrombectomy alone group (90.9% vs 77.9%, p<0.001) and a higher rate of a 24-hour infarct volume of <30 mL (n=260, 67.9% vs 50.3%, p=0.005). The overall complication rate was higher in the stenting group (12.6% vs 5%, p=0.006), but there was not a significant difference in the rate of symptomatic hemorrhage (9% vs 5.5%, p=0.162). Functional independence at 90 days was significantly higher in the stenting group (42.2% vs. 28.4%, adjusted odds ratio 2.67; 95% CI, 1.66-4.32). CONCLUSIONS:In patients with underlying stenosis who achieved reperfusion with mechanical thrombectomy, adjunct emergent stenting was associated with better functional outcome without a significantly increased risk of symptomatic hemorrhage. REGISTRATION/BACKGROUND:https://clinicaltrials.gov/study/NCT05403593.
PMID: 39576761
ISSN: 1524-4628
CID: 5758932
The α-synuclein seed amplification assay: Interpreting a test of Parkinson's pathology
Espay, Alberto J; Lees, Andrew J; Cardoso, Francisco; Frucht, Steven J; Erskine, Daniel; Sandoval, Ivette M; Bernal-Conde, Luis Daniel; Sturchio, Andrea; Imarisio, Alberto; Hoffmann, Christian; Montemagno, Kora T; Milovanovic, Dragomir; Halliday, Glenda M; Manfredsson, Fredric P
The α-synuclein seed amplification assay (αSyn-SAA) sensitively detects Lewy pathology, the amyloid state of α-synuclein, in the cerebrospinal fluid (CSF) of patients with Parkinson's disease (PD). The αSyn-SAA harnesses the physics of seeding, whereby a superconcentrated solution of recombinant α-synuclein lowers the thermodynamic threshold (nucleation barrier) for aggregated α-synuclein to act as a nucleation catalyst ("seed") to trigger the precipitation (nucleation) of monomeric α-synuclein into pathology. This laboratory setup increases the signal for identifying a catalyst if one is present in the tissue examined. The result is binary: positive, meaning precipitation occurred, and a catalyst is present, or negative, meaning no precipitation, therefore no catalyst. Since protein precipitation via seeding can only occur at a concentration many-fold higher than the human brain, laboratory-elicited seeding does not mean human brain seeding. We suggest that a positive αSyn-SAA reveals the presence of pathological α-synuclein but not the underlying etiology for the precipitation of monomeric α-synuclein into its pathological form. Thus, a positive αSyn-SAA supports a clinical diagnosis of PD but cannot inform disease pathogenesis, ascertain severity, predict the rate of progression, define biology or biological subtypes, or monitor treatment response.
PMID: 39794217
ISSN: 1873-5126
CID: 5782072