Searched for: school:SOM
Department/Unit:Neurology
Automated detection of sudden unexpected death in epilepsy risk factors in electronic medical records using natural language processing
Barbour, Kristen; Hesdorffer, Dale C; Tian, Niu; Yozawitz, Elissa G; McGoldrick, Patricia E; Wolf, Steven; McDonough, Tiffani L; Nelson, Aaron; Loddenkemper, Tobias; Basma, Natasha; Johnson, Stephen B; Grinspan, Zachary M
OBJECTIVE:Sudden unexpected death in epilepsy (SUDEP) is an important cause of mortality in epilepsy. However, there is a gap in how often providers counsel patients about SUDEP. One potential solution is to electronically prompt clinicians to provide counseling via automated detection of risk factors in electronic medical records (EMRs). We evaluated (1) the feasibility and generalizability of using regular expressions to identify risk factors in EMRs and (2) barriers to generalizability. METHODS:Data included physician notes for 3000 patients from one medical center (home) and 1000 from five additional centers (away). Through chart review, we identified three SUDEP risk factors: (1) generalized tonic-clonic seizures, (2) refractory epilepsy, and (3) epilepsy surgery candidacy. Regular expressions of risk factors were manually created with home training data, and performance was evaluated with home test and away test data. Performance was evaluated by sensitivity, positive predictive value, and F-measure. Generalizability was defined as an absolute decrease in performance by <0.10 for away versus home test data. To evaluate underlying barriers to generalizability, we identified causes of errors seen more often in away data than home data. To demonstrate how small revisions can improve generalizability, we removed three "boilerplate" standard text phrases from away notes and repeated performance. RESULTS:We observed high performance in home test data (F-measure range = 0.86-0.90), and low to high performance in away test data (F-measure range = 0.53-0.81). After removing three boilerplate phrases, away performance improved (F-measure range = 0.79-0.89) and generalizability was achieved for nearly all measures. The only significant barrier to generalizability was use of boilerplate phrases, causing 104 of 171 errors (61%) in away data. SIGNIFICANCE/CONCLUSIONS:Regular expressions are a feasible and probably a generalizable method to identify variables related to SUDEP risk. Our methods may be implemented to create large patient cohorts for research and to generate electronic prompts for SUDEP counseling.
PMID: 31111463
ISSN: 1528-1167
CID: 3935952
Determinants of anxiety in elite athletes: a systematic review and meta-analysis
Rice, Simon M; Gwyther, Kate; Santesteban-Echarri, Olga; Baron, David; Gorczynski, Paul; Gouttebarge, Vincent; Reardon, Claudia L; Hitchcock, Mary E; Hainline, Brian; Purcell, Rosemary
OBJECTIVE:To identify and quantify determinants of anxiety symptoms and disorders experienced by elite athletes. DESIGN/METHODS:Systematic review and meta-analysis. DATA SOURCES/METHODS:Five online databases (PubMed, SportDiscus, PsycINFO, Scopus and Cochrane) were searched up to November 2018 to identify eligible citations. ELIGIBILITY CRITERIA FOR SELECTING STUDIES/UNASSIGNED:Articles were included if they were published in English, were quantitative studies and measured a symptom-level anxiety outcome in competing or retired athletes at the professional (including professional youth), Olympic or collegiate/university levels. RESULTS AND SUMMARY/UNASSIGNED:=0.26)-higher anxiety in athletes who had experienced one or more recent adverse life events. CONCLUSION/CONCLUSIONS:Determinants of anxiety in elite populations broadly reflect those experienced by the general population. Clinicians should be aware of these general and athlete-specific determinants of anxiety among elite athletes.
PMCID:6579501
PMID: 31097452
ISSN: 1473-0480
CID: 4174082
Short Takes [Editorial]
Pavlakis, Steven G
PMID: 30898415
ISSN: 1873-5150
CID: 3776232
Recreational and ergogenic substance use and substance use disorders in elite athletes: a narrative review
McDuff, David; Stull, Todd; Castaldelli-Maia, João Mauricio; Hitchcock, Mary E; Hainline, Brian; Reardon, Claudia L
BACKGROUND:Substances from various classes may be used for recreational purposes, self-treatment or to boost performance. When substance use shifts from occasional to regular, heavy or hazardous use, positive and negative effects can develop that vary by substance class and athlete. Regular use of recreational or performance enhancing substances can lead to misuse, sanctions or use disorders. OBJECTIVE:To review the prevalence, patterns of use, risk factors, performance effects and types of intervention for all classes of recreational and performance enhancing substances in elite athletes by sport, ethnicity, country and gender. METHODS:A comprehensive search was conducted to identify studies that compared the prevalence and patterns of substance use, misuse and use disorders in elite athletes with those of non-athletes and provided detailed demographic and sport variations in reasons for use, risk factors and performance effects for each main substance class. RESULTS:Alcohol, cannabis, tobacco (nicotine) and prescribed opioids and stimulants are the most commonly used substances in elite athletes, but generally used at lower rates than in non-athletes. In contrast, use/misuse rates for binge alcohol, oral tobacco, non-prescription opioids and anabolic-androgenic steroids are higher among athletes than non-athletes, especially in power and collision sports. Cannabis/cannabinoids seem to have replaced nicotine as the second most commonly used substance. CONCLUSIONS:Substance use in elite athletes varies by country, ethnicity, gender, sport and competitive level. There are no studies on substance use disorder prevalence in elite male and female athletes and few studies with direct comparison groups.
PMID: 31097457
ISSN: 1473-0480
CID: 4174092
Critique of the 2017 epileptic seizure and epilepsy classifications
Lüders, Hans; Akamatsu, Naoki; Amina, Shahram; Baumgartner, Christoph; Benbadis, Selim; Bermeo-Ovalle, Adriana; Bleasel, Andrew; Bozorgi, Alireza; Carreño, Mar; Devereaux, Michael; Fernandez-Baca Vaca, Guadalupe; Francione, Stefano; García Losarcos, Naiara; Hamer, Hajo; Holthausen, Hans; Jamal Omidi, Shirin; Kalamangalam, Giridhar; Kanner, Andrés; Knake, Susanne; Lacuey, Nuria; Lhatoo, Samden; Lim, Shih-Hui; Mani, Jayanthi; Matsumoto, Riki; Miller, Jonathan; Noachtar, Soheyl; Palmini, André; Park, Jun; Rosenow, Felix; Shahid, Asim; Schuele, Stephan; Steinhoff, Bernhard; Szabo, Charles Ãkos; Tandon, Nitin; Terada, Kiyohito; Van Emde Boas, Walter; Widdess-Walsh, Peter; Kahane, Philippe
This article critiques the International League Against Epilepsy (ILAE) 2015-2017 classifications of epilepsy, epileptic seizures, and status epilepticus. It points out the following shortcomings of the ILAE classifications: (1) they mix semiological terms with epileptogenic zone terminology; (2) simple and widely accepted terminology has been replaced by complex terminology containing less information; (3) seizure evolution cannot be described in any detail; (4) in the four-level epilepsy classification, level two (epilepsy category) overlaps almost 100% with diagnostic level one (seizure type); and (5) the design of different classifications with distinct frameworks for newborns, adults, and patients in status epilepticus is confusing. The authors stress the importance of validating the new ILAE classifications and feel that the decision of Epilepsia to accept only manuscripts that use the ILAE classifications is premature and regrettable.
PMID: 30924146
ISSN: 1528-1167
CID: 3858472
Practice Current: How do you diagnose and treat post-concussive headache?
Dave, Ajal; Ganesh, Aravind; Adil, Malik Muhammad; Tsao, Jack W
A common complaint after concussion is the development of new or worsening headaches which can make it difficult or even impossible for patients to work or function in their day-to-day lives. Uncertainties associated with the complaints and a wide variety of approaches exist regarding the appropriate work-up and management of these patients. Areas of ongoing debate include the need for neuroimaging; optimal, acute, and preventative treatment; and proper counseling and expectation management. Given the wide variety of potential approaches and the lack of consensus, we sought expert opinion from around the globe on how to evaluate and manage patients with headache following concussion. Similar questions were posed to the rest of our readership in an online survey (links.lww.com/CPJ/A96), the results of which are also presented.
PMCID:6615645
PMID: 31341715
ISSN: 2163-0402
CID: 4956432
Psychotherapy for mental health symptoms and disorders in elite athletes: a narrative review
Stillman, Mark A; Glick, Ira D; McDuff, David; Reardon, Claudia L; Hitchcock, Mary E; Fitch, Vincent M; Hainline, Brian
BACKGROUND:Athletes, like non-athletes, suffer from mental health symptoms and disorders that affect their lives and their performance. Psychotherapy, either as the sole treatment or combined with other non-pharmacological and pharmacological strategies, is a pivotal component of management of mental health symptoms and disorders in elite athletes. Psychotherapy takes the form of individual, couples/family or group therapy and should address athlete-specific issues while being embraced as normative by athletes and their core stakeholders. MAIN FINDINGS/RESULTS:This narrative review summarises controlled and non-controlled research on psychotherapy for elite athletes with mental health symptoms and disorders. In summary, treatment is similar to that of non-athletes-although with attention to issues that are athlete-specific. Challenges associated with psychotherapy with elite athletes are discussed, including diagnostic issues, deterrents to help-seeking and expectations about services. We describe certain personality characteristics sometimes associated with elite athletes, including narcissism and aggression, which could make psychotherapy with this population more challenging. The literature regarding psychotherapeutic interventions in elite athletes is sparse and largely anecdotal.
PMID: 30944086
ISSN: 1473-0480
CID: 4173742
Automated production of a N-methyl-D-aspartate receptor radioligand [18F]GE179 for clinical use
Yue, Xuyi; Xin, Yangchun; Chugani, Harry T; Chugani, Diane C; Zhang, Shaohui
N-Methyl-d-aspartate (NMDA) receptors are ligand and voltage-gated heteromeric ion channel receptors. Excessive activation of NMDA receptors is implicated in many neurological and psychiatric disorders, including ischemic stroke, neuropathic pain, epilepsy, drug addition, Alzheimer's disease, and schizophrenia. [18F]GE179 is a promising PET probe for imaging functional NMDA receptor alterations (activated or 'open' channel) with a high binding affinity (Kd = 2.4 nM). Here, we report the production of the NMDA receptor radioligand [18F]GE179 in a current Good Manufacturing Practice (cGMP) facility through a one-pot two-step strategy. [18F]GE179 was produced in approximately 110 min with a radiochemical yield of 12 ± 6% (n = 4, decay corrected), radiochemical purity >95%, molar activity of 146 ± 32 GBq/μmol (at the end of synthesis), an average mass of GE179 at 2.2 μg/batch, and total impurities less than 0.5 μg/batch (n = 4). The radiopharmaceutical dose meets all quality control (QC) criteria for human use, and is suitable for clinical PET studies of activated NMDA receptor ion channels.
PMID: 31026789
ISSN: 1872-9800
CID: 4096992
Outcomes of intradetrusor botulinum toxin injection in patients with Parkinson's disease [Meeting Abstract]
Vurture, G; Peyronnet, B; Feigin, A; Biaginoi, M; Gilbert, R; Rosenblum, N; Frucht, S; DiRocco, A; Nitti, V; Brucker, B
Introduction: To date, only very few series have aimed to assess the outcomes of botulinum toxin injections in patients with Parkinson's Disease (PD). The aim of this study was to assess the safety and efficacy of intradetrusor onabotulinum toxin A injections for the treatment of overactive bladder (OAB) in patients with PD.
Method(s): All PD patients who underwent intradetrusor injections of onabotulinum toxin A (BoNT-A) for storage symptoms between 2010 and 2017 were included in a retrospective study. A 100 U dose of BoNT-A (Botox, Allergan Irvine, CA) was used for the first injection in all patients. The primary endpoint was clinical success defined as any subjective improvement in OAB symptoms self-assessed by the patients four weeks after the injections.
Result(s): Out of 24 patients analyzed, 19 reported improvement of their OAB symptoms four weeks after the first injection (79.2%) with complete resolution of urgency urinary incontinence in 7 patients (29.1%; p<0.001). The average post-void residual (PVR) increased significantly after the first injection from 17.6 to 125.3 ml (p<0.001). Three of the patients had to start clean intermittent catheterization (CIC) after the first injection (12.5%). Out of 49 injections in total, only five caused incomplete bladder emptying requiring the use of CIC (10.2%). Higher pre-injection PVR was significantly associated with both a lower chance of symptomatic improvement (p=0.04) and a higher risk of incomplete bladder emptying with institution of CIC (p=0.047).
Conclusion(s): Botox appeared effective in PD patients with a relatively low rate of retention requiring CIC. Higher preoperative PVR was the stronger predictor of both treatment failure and postoperative urinary retention requiring CIC while urodynamic obstruction was also associated with treatment failure in male patients. Intradetrusor injections of BoNT-A 100 U appeared as a safe and effective option in PD patients with OAB symptoms and a low PVR before the injection
EMBASE:628915378
ISSN: 1520-6777
CID: 4060362
Xpert MTB/RIF Ultra for Detection of Mycobacterium tuberculosis in Cerebrospinal Fluid [Letter]
Chin, Jerome H; Musubire, Abdu K; Morgan, Nicole; Pellinen, Jacob; Grossman, Scott; Bhatt, Jaydeep M; Wadda, Vincent; Ssengooba, Willy
PMCID:6535608
PMID: 30944199
ISSN: 1098-660x
CID: 3980982