Searched for: Department/Unit:Neurology
Deep Learning Achieves Neuroradiologist-Level Performance in Detecting Hydrocephalus Requiring Treatment
Huang, Yu; Moreno, Raquel; Malani, Rachna; Meng, Alicia; Swinburne, Nathaniel; Holodny, Andrei I; Choi, Ye; Rusinek, Henry; Golomb, James B; George, Ajax; Parra, Lucas C; Young, Robert J
In large clinical centers a small subset of patients present with hydrocephalus that requires surgical treatment. We aimed to develop a screening tool to detect such cases from the head MRI with performance comparable to neuroradiologists. We leveraged 496 clinical MRI exams collected retrospectively at a single clinical site from patients referred for any reason. This diagnostic dataset was enriched to have 259 hydrocephalus cases. A 3D convolutional neural network was trained on 16 manually segmented exams (ten hydrocephalus) and subsequently used to automatically segment the remaining 480 exams and extract volumetric anatomical features. A linear classifier of these features was trained on 240 exams to detect cases of hydrocephalus that required treatment with surgical intervention. Performance was compared to four neuroradiologists on the remaining 240 exams. Performance was also evaluated on a separate screening dataset of 451 exams collected from a routine clinical population to predict the consensus reading from four neuroradiologists using images alone. The pipeline was also tested on an external dataset of 31 exams from a 2nd clinical site. The most discriminant features were the Magnetic Resonance Hydrocephalic Index (MRHI), ventricle volume, and the ratio between ventricle and brain volume. At matching sensitivity, the specificity of the machine and the neuroradiologists did not show significant differences for detection of hydrocephalus on either dataset (proportions test, p > 0.05). ROC performance compared favorably with the state-of-the-art (AUC 0.90-0.96), and replicated in the external validation. Hydrocephalus cases requiring treatment can be detected automatically from MRI in a heterogeneous patient population based on quantitative characterization of brain anatomy with performance comparable to that of neuroradiologists.
PMID: 35581409
ISSN: 1618-727x
CID: 5284262
Pre-admission antithrombotic use is associated with 3-month mRS score after thrombectomy for acute ischemic stroke
Krieger, Penina; Melmed, Kara R; Torres, Jose; Zhao, Amanda; Croll, Leah; Irvine, Hannah; Lord, Aaron; Ishida, Koto; Frontera, Jennifer; Lewis, Ariane
In patients who undergo thrombectomy for acute ischemic stroke, the relationship between pre-admission antithrombotic (anticoagulation or antiplatelet) use and both radiographic and functional outcome is not well understood. We sought to explore the relationship between pre-admission antithrombotic use in patients who underwent thrombectomy for acute ischemic stroke at two medical centers in New York City between December 2018 and November 2020. Analyses were performed using analysis of variance and Pearson's chi-squared tests. Of 234 patients in the analysis cohort, 65 (28%) were on anticoagulation, 64 (27%) were on antiplatelet, and 105 (45%) with no antithrombotic use pre-admission. 3-month Modified Rankin Scale (mRS) score of 3-6 was associated with pre-admission antithrombotic use (71% anticoagulation vs. 77% antiplatelet vs. 56% no antithrombotic, p = 0.04). There was no relationship between pre-admission antithrombotic use and Thrombolysis in Cerebral Iinfarction (TICI) score, post-procedure Alberta Stroke Program Early CT Score (ASPECTS) score, rate of hemorrhagic conversion, length of hospital admission, discharge NIH Stroke Scale (NIHSS), discharge mRS score, or mortality. When initial NIHSS score, post-procedure ASPECTS score, and age at admission were included in multivariate analysis, pre-admission antithrombotic use was still significantly associated with a 3-month mRS score of 3-6 (OR 2.36, 95% CI 1.03-5.54, p = 0.04). In this cohort of patients with acute ischemic stroke who underwent thrombectomy, pre-admission antithrombotic use was associated with 3-month mRS score, but no other measures of radiographic or functional outcome. Further research is needed on the relationship between use of specific anticoagulation or antiplatelet agents and outcome after acute ischemic stroke, but moreover, improve stroke prevention.
PMCID:9302951
PMID: 35864280
ISSN: 1573-742x
CID: 5279342
Missense variants in ANKRD11 cause KBG syndrome by impairment of stability or transcriptional activity of the encoded protein
de Boer, Elke; Ockeloen, Charlotte W; Kampen, Rosalie A; Hampstead, Juliet E; Dingemans, Alexander J M; Rots, Dmitrijs; Lütje, Lukas; Ashraf, Tazeen; Baker, Rachel; Barat-Houari, Mouna; Angle, Brad; Chatron, Nicolas; Denommé-Pichon, Anne-Sophie; Devinsky, Orrin; Dubourg, Christèle; Elmslie, Frances; Elloumi, Houda Zghal; Faivre, Laurence; Fitzgerald-Butt, Sarah; Geneviève, David; Goos, Jacqueline A C; Helm, Benjamin M; Kini, Usha; Lasa-Aranzasti, Amaia; Lesca, Gaetan; Lynch, Sally A; Mathijssen, Irene M J; McGowan, Ruth; Monaghan, Kristin G; Odent, Sylvie; Pfundt, Rolph; Putoux, Audrey; van Reeuwijk, Jeroen; Santen, Gijs W E; Sasaki, Erina; Sorlin, Arthur; van der Spek, Peter J; Stegmann, Alexander P A; Swagemakers, Sigrid M A; Valenzuela, Irene; Viora-Dupont, Eléonore; Vitobello, Antonio; Ware, Stephanie M; Wéber, Mathys; Gilissen, Christian; Low, Karen J; Fisher, Simon E; Vissers, Lisenka E L M; Wong, Maggie M K; Kleefstra, Tjitske
PURPOSE/OBJECTIVE:Although haploinsufficiency of ANKRD11 is among the most common genetic causes of neurodevelopmental disorders, the role of rare ANKRD11 missense variation remains unclear. We characterized clinical, molecular, and functional spectra of ANKRD11 missense variants. METHODS:We collected clinical information of individuals with ANKRD11 missense variants and evaluated phenotypic fit to KBG syndrome. We assessed pathogenicity of variants through in silico analyses and cell-based experiments. RESULTS:We identified 20 unique, mostly de novo, ANKRD11 missense variants in 29 individuals, presenting with syndromic neurodevelopmental disorders similar to KBG syndrome caused by ANKRD11 protein truncating variants or 16q24.3 microdeletions. Missense variants significantly clustered in repression domain 2 at the ANKRD11 C-terminus. Of the 10 functionally studied missense variants, 6 reduced ANKRD11 stability. One variant caused decreased proteasome degradation and loss of ANKRD11 transcriptional activity. CONCLUSION/CONCLUSIONS:Our study indicates that pathogenic heterozygous ANKRD11 missense variants cause the clinically recognizable KBG syndrome. Disrupted transrepression capacity and reduced protein stability each independently lead to ANKRD11 loss-of-function, consistent with haploinsufficiency. This highlights the diagnostic relevance of ANKRD11 missense variants, but also poses diagnostic challenges because the KBG-associated phenotype may be mild and inherited pathogenic ANKRD11 (missense) variants are increasingly observed, warranting stringent variant classification and careful phenotyping.
PMID: 35833929
ISSN: 1530-0366
CID: 5269312
Is essential tremor a family of diseases or a syndrome? A family of diseases
Riboldi, Giulietta M; Frucht, Steven J
It is now well-established that essential tremor (ET) can manifest with different clinical presentations and progressions (i.e., upper limb tremor, head tremor, voice tremor, lower limb tremor, task- or position-specific tremor, or a combination of those). Common traits and overlaps are identifiable across these different subtypes of ET, including a slow rate of progression, a response to alcohol and a positive family history. At the same time, each of these manifestations are associated with specific demographic, clinical and treatment-response characteristics suggesting a family of diseases rather than a spectrum of a syndrome. Here we summarize the most important clinical, demographic, neuropathological and imagingfeatures of ET and of its subtypes to support ET as a family of identifiable conditions. This classification has relevance for counseling of patients with regard to disease progression and treatment response, as well as for the design of therapeutic clinical trials.
PMID: 35750371
ISSN: 2162-5514
CID: 5268812
International Controlled Study of Revascularization and Outcomes Following COVID-Positive Mechanical Thrombectomy
Dmytriw, Adam A; Ghozy, Sherief; Sweid, Ahmad; Piotin, Michel; Bekelis, Kimon; Sourour, Nader; Raz, Eytan; Vela-Duarte, Daniel; Linfante, Italo; Dabus, Guilherme; Kole, Max; Martínez-Galdámez, Mario; Nimjee, Shahid M; Lopes, Demetrius K; Hassan, Ameer E; Kan, Peter; Ghorbani, Mohammad; Levitt, Michael R; Escalard, Simon; Missios, Symeon; Shapiro, Maksim; Clarençon, Fréderic; Elhorany, Mahmoud; Tahir, Rizwan A; Youssef, Patrick P; Pandey, Aditya S; Starke, Robert M; El Naamani, Kareem; Abbas, Rawad; Mansour, Ossama Y; Galvan, Jorge; Billingsley, Joshua T; Mortazavi, Abolghasem; Walker, Melanie; Dibas, Mahmoud; Settecase, Fabio; Heran, Manraj K S; Kuhn, Anna L; Puri, Ajit S; Menon, Bijoy K; Sivakumar, Sanjeev; Mowla, Ashkan; D'Amato, Salvatore; Zha, Alicia M; Cooke, Daniel; Vranic, Justin E; Regenhardt, Robert W; Rabinov, James D; Stapleton, Christopher J; Goyal, Mayank; Wu, Hannah; Cohen, Jake; Turkel-Parella, David; Xavier, Andrew; Waqas, Muhammad; Tutino, Vincent; Siddiqui, Adnan; Gupta, Gaurav; Nanda, Anil; Khandelwal, Priyank; Tiu, Cristina; Portela, Pere C; Perez de la Ossa, Natalia; Urra, Xabier; de Lera, Mercedes; Arenillas, Juan F; Ribo, Marc; Requena, Manuel; Piano, Mariangela; Pero, Guglielmo; De Sousa, Keith; Al-Mufti, Fawaz; Hashim, Zafar; Nayak, Sanjeev; Renieri, Leonardo; Du, Rose; Aziz-Sultan, Mohamed A; Liebeskind, David; Nogueira, Raul G; Abdalkader, Mohamad; Nguyen, Thanh N; Vigilante, Nicholas; Siegler, James E; Grossberg, Jonathan A; Saad, Hassan; Gooch, Michael R; Herial, Nabeel A; Rosenwasser, Robert H; Tjoumakaris, Stavropoula; Patel, Aman B; Tiwari, Ambooj; Jabbour, Pascal
BACKGROUND:Previous studies suggest that the mechanisms and outcomes in COVID-19-associated stroke differ from those with non-COVID-19 strokes, but there is limited comparative evidence focusing on these populations. Therefore, we aimed to determine if a significant association exists between COVID-19 status with revascularization and functional outcomes following thrombectomy for large vessel occlusion (LVO), after adjustment for potential confounding factors. METHODS:A cross-sectional, international multicenter retrospective study of consecutively admitted COVID-19 patients with concomitant acute LVO, compared to a control group without COVID-19. Data collected included age, gender, comorbidities, clinical characteristics, details of the involved vessels, procedural technique, and various outcomes. A multivariable adjusted analysis was conducted. RESULTS:In this cohort of 697 patients with acute LVO, 302 had COVID-19 while 395 patients did not. There was a significant difference (p<0.001) in the mean age (in years) and gender of patients, with younger patients and more males in the COVID-19 group. In terms of favorable revascularization (mTICI 3), COVID-19 was associated with lower odds of complete revascularization [OR=0.33; 95% CI=0.23-0.48; p<0.001], which persisted on multivariable modelling with adjustment for other predictors [aOR=0.30; 95% CI=0.12-0.77; p=0.012]. Moreover, endovascular complications, in-hospital mortality, and length of hospital stay were significantly higher among COVID-19 patients (p<0.001). CONCLUSION/CONCLUSIONS:COVID-19 was an independent predictor of incomplete revascularization and poor functional outcome in patients with stroke due to LVO. Furthermore, COVID-19 patients with LVO were more often younger and suffered higher morbidity/mortality rates.
PMID: 35818781
ISSN: 1468-1331
CID: 5269062
17q21.31 sub-haplotypes underlying H1-associated risk for Parkinson's disease are associated with LRRC37A/2 expression in astrocytes
Bowles, Kathryn R; Pugh, Derian A; Liu, Yiyuan; Patel, Tulsi; Renton, Alan E; Bandres-Ciga, Sara; Gan-Or, Ziv; Heutink, Peter; Siitonen, Ari; Bertelsen, Sarah; Cherry, Jonathan D; Karch, Celeste M; Frucht, Steven J; Kopell, Brian H; Peter, Inga; Park, Y J; Charney, Alexander; Raj, Towfique; Crary, John F; Goate, A M
BACKGROUND:Parkinson's disease (PD) is genetically associated with the H1 haplotype of the MAPT 17q.21.31 locus, although the causal gene and variants underlying this association have not been identified. METHODS:To better understand the genetic contribution of this region to PD and to identify novel mechanisms conferring risk for the disease, we fine-mapped the 17q21.31 locus by constructing discrete haplotype blocks from genetic data. We used digital PCR to assess copy number variation associated with PD-associated blocks, and used human brain postmortem RNA-seq data to identify candidate genes that were then further investigated using in vitro models and human brain tissue. RESULTS:We identified three novel H1 sub-haplotype blocks across the 17q21.31 locus associated with PD risk. Protective sub-haplotypes were associated with increased LRRC37A/2 copy number and expression in human brain tissue. We found that LRRC37A/2 is a membrane-associated protein that plays a role in cellular migration, chemotaxis and astroglial inflammation. In human substantia nigra, LRRC37A/2 was primarily expressed in astrocytes, interacted directly with soluble α-synuclein, and co-localized with Lewy bodies in PD brain tissue. CONCLUSION/CONCLUSIONS:These data indicate that a novel candidate gene, LRRC37A/2, contributes to the association between the 17q21.31 locus and PD via its interaction with α-synuclein and its effects on astrocytic function and inflammatory response. These data are the first to associate the genetic association at the 17q21.31 locus with PD pathology, and highlight the importance of variation at the 17q21.31 locus in the regulation of multiple genes other than MAPT and KANSL1, as well as its relevance to non-neuronal cell types.
PMCID:9284779
PMID: 35841044
ISSN: 1750-1326
CID: 5269612
Contemporary surgical management of skull base chordomas-Anatomical reflections on a single center experience retrospective case series
Spiessberger, Alexander; Dogra, Siddhant; Golub, Danielle; Grueter, Basil; Nasim, Mansoor; Schneider, Steven; Moriggl, Bernhard; Dehdashti, Amir R; Schulder, Michael
Chordoma, a rare, locally aggressive tumor can affect the central skull base, usually centered at the midline. Complete surgical resection remains mainstay of therapy in case of primary as well as recurrent tumors. Owing to their secluded location, surgical resection of skull base chordomas remains a challenge, even though the recent advancement of endoscopic endonasal approaches has had a significant positive impact on the management of these patients. Endoscopic endonasal approaches have been shown to significantly reduce surgical morbidity when compared to traditional open approaches; however, the classical endoscopic transclival midline approach fails to sufficiently expose parts of many skull base chordomas. More recent refinements of the technique, such as the interdural pituitary transposition and posterior clinoidectomy, the transpterygoid plate approach and the transcondylar far medial approach enable the surgeon the increase the resection rate in these patients. This retrospective case series focuses on anatomical aspects in the surgical management of patients with skull base chordomas. We outline the surgical anatomy of contemporary endoscopic approaches to the skull base based intraoperative illustrations as well as pre- and postoperative 3D reconstructed CT and MR images if our patients. This article should help the clinical choose the most appropriate approach and be aware of relevant anatomy as well as potential shortcomings of a given approach.
PMID: 35088437
ISSN: 1098-2353
CID: 5264002
Novel ways of approaching the pharmacologic treatment of trigeminal neuralgia [Editorial]
Dominguez, Moises; Di Stefano, Giulia
PMID: 35524406
ISSN: 1526-4610
CID: 5263582
Psychological aspects of ageing
Chapter by: Schulze, Evan T; Ruppert, Phllip; Heady, Gayle; Schwarz, Lauren
in: Pathy's Principles and Practice of Geriatric Medicine by Sinclair, Alan J; et al (Eds)
[S.l.] : Wiley, 2022
pp. ?-
ISBN:
CID: 5261462
Reversible Cerebral Vasoconstriction Syndrome in the Postpartum Period: A Systematic Review and Meta-Analysis
Pacheco, Kimberly; Ortiz, Juan Fernando; Parwani, Jashank; Cruz, Claudio; Yépez, Mario; Buj, Maja; Khurana, Mahika; Ojeda, Diego; Iturburu, Alisson; Aguirre, Alex S; Yuen, Ray; Datta, Shae
(1) Background: Reversible cerebral vasoconstriction syndrome (RCVS) encompasses a clinical and radiological diagnosis characterized by recurrent thunderclap headache, with or without focal deficits due to multifocal arterial vasoconstriction and dilation. RCVS can be correlated to pregnancy and exposure to certain drugs. Currently, the data on prevalence of RCVS in the postpartum period is lacking. We aim to investigate the prevalence of RCVS in the postpartum period and the rate of hemorrhagic complications of RCVS among the same group of patients; (2) Methods: We conducted the metanalysis by using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA), and Meta-Analyses and Systematic Reviews of Observational Studies in Epidemiology (MOOSE) protocol. To analyze the Bias, we used the Ottawa Newcastle scale tool. We included only full-text observational studies conducted on humans and written in English. We excluded Literature Reviews, Systematic Reviews, and Metanalysis. Additionally, we excluded articles that did not document the prevalence of RCVS in the postpartum period (3). Results: According to our analysis, the Prevalence of RCVS in the postpartum period was 129/1083 (11.9%). Of these, 51/100 (52.7%) patients had hemorrhagic RCVS vs. 49/101 (49.5%) with non-hemorrhagic RCVS. The rates of Intracerebral Hemorrhage (ICH) and Subarachnoid Hemorrhage (SAH) were (51.6% and 10.7%, respectively. ICH seems to be more common than.; (4) Conclusions: Among patients with RCVS, the prevalence in PP patients is relativity high. Pregnant women with RCVS have a higher recurrence of hemorrhagic vs. non-hemorrhagic RCVS. Regarding the type of Hemorrhagic RCVS, ICH is more common than SAH among patients in the postpartum period. Female Sex, history of migraine, and older age group (above 45) seem to be risk factors for H-RCVS. Furthermore, recurrence of RCVS is associated with a higher age group (above 45). Recurrence of RCVS is more commonly idiopathic than being triggered by vasoactive drugs in the postpartum period.
PMID: 35736621
ISSN: 2035-8385
CID: 5250352