1
|
Bastani PB, Rieiro H, Badihian S, Otero‐Millan J, Farrell N, Parker M, Newman‐Toker D, Zhu Y, Saber Tehrani A. Quantifying Induced Nystagmus Using a Smartphone Eye Tracking Application (EyePhone). J Am Heart Assoc 2024; 13:e030927. [PMID: 38226513 PMCID: PMC10926800 DOI: 10.1161/jaha.123.030927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2023] [Accepted: 12/10/2023] [Indexed: 01/17/2024]
Abstract
BACKGROUND There are ≈5 million annual dizziness visits to US emergency departments, of which vestibular strokes account for over 250 000. The head impulse, nystagmus, and test of skew eye examination can accurately distinguish vestibular strokes from peripheral dizziness. However, the eye-movement signs are subtle, and lack of familiarity and difficulty with recognition of abnormal eye movements are significant barriers to widespread emergency department use. To break this barrier, we sought to assess the accuracy of EyePhone, our smartphone eye-tracking application, for quantifying nystagmus. METHODS AND RESULTS We prospectively enrolled healthy volunteers and recorded the velocity of induced nystagmus using a smartphone eye-tracking application (EyePhone) and then compared the results with video oculography (VOG). Following a calibration protocol, the participants viewed optokinetic stimuli with incremental velocities (2-12 degrees/s) in 4 directions. We extracted slow phase velocities from EyePhone data in each direction and compared them with the corresponding slow phase velocities obtained by the VOG. Furthermore, we calculated the area under the receiver operating characteristic curve for nystagmus detection by EyePhone. We enrolled 10 volunteers (90% men) with an average age of 30.2±6 years. EyePhone-recorded slow phase velocities highly correlated with the VOG recordings (r=0.98 for horizontal and r=0.94 for vertical). The calibration significantly increased the slope of linear regression for horizontal and vertical slow phase velocities. Evaluating the EyePhone's performance using VOG data with a 2 degrees/s threshold showed an area under the receiver operating characteristic curve of 0.87 for horizontal and vertical nystagmus detection. CONCLUSIONS We demonstrated that EyePhone could accurately detect and quantify optokinetic nystagmus, similar to the VOG goggles.
Collapse
Affiliation(s)
- Pouya B. Bastani
- Department of NeurologyJohns Hopkins University School of MedicineBaltimoreMDUSA
- Armstrong Institute Center for Diagnostic ExcellenceBaltimoreMDUSA
| | - Hector Rieiro
- Department of NeurologyJohns Hopkins University School of MedicineBaltimoreMDUSA
- Armstrong Institute Center for Diagnostic ExcellenceBaltimoreMDUSA
| | - Shervin Badihian
- Armstrong Institute Center for Diagnostic ExcellenceBaltimoreMDUSA
- Neurological Institute, Cleveland ClinicClevelandOHUSA
| | - Jorge Otero‐Millan
- Herbert Wertheim School of Optometry and Vision ScienceUniversity of CaliforniaBerkeleyCAUSA
| | - Nathan Farrell
- Department of NeurologyJohns Hopkins University School of MedicineBaltimoreMDUSA
- Armstrong Institute Center for Diagnostic ExcellenceBaltimoreMDUSA
| | - Max Parker
- Department of Neurology, NYU Langone HealthNew YorkNYUSA
| | - David Newman‐Toker
- Department of NeurologyJohns Hopkins University School of MedicineBaltimoreMDUSA
- Armstrong Institute Center for Diagnostic ExcellenceBaltimoreMDUSA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public HealthBaltimoreMDUSA
| | - Yuxin Zhu
- Department of NeurologyJohns Hopkins University School of MedicineBaltimoreMDUSA
- Armstrong Institute Center for Diagnostic ExcellenceBaltimoreMDUSA
- Department of BiostatisticsJohns Hopkins University Bloomberg School of Public HealthBaltimoreMDUSA
| | - Ali Saber Tehrani
- Department of NeurologyJohns Hopkins University School of MedicineBaltimoreMDUSA
| |
Collapse
|
2
|
Diaz-Piedra C, Rieiro H, Cherino A, Fuentes LJ, Catena A, Di Stasi LL. The effects of flight complexity on gaze entropy: An experimental study with fighter pilots. Appl Ergon 2019; 77:92-99. [PMID: 30832783 DOI: 10.1016/j.apergo.2019.01.012] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Revised: 12/03/2018] [Accepted: 01/27/2019] [Indexed: 06/09/2023]
Abstract
We studied the effects of task load variations as a function of flight complexity on combat pilots' gaze behavior (i.e., entropy) while solving in-flight emergencies. The second company of the Spanish Army Attack Helicopter Battalion (n = 15) performed three sets of standardized flight exercises with different levels of complexity (low [recognition flights], medium and high [emergency flights]). Throughout the flight exercises we recorded pilots' gaze entropy, as well as pilots' performance (assessed by an expert flight instructor) and subjective ratings of task load (assessed by the NASA-Task Load Index). Furthermore, we used pilots' electroencephalographic (EEG) activity as a reference physiological index for task load variations. We found that pilots' gaze entropy decreased ∼2% (i.e., visual scanning became less erratic) while solving the emergency flight exercises, showing a significant decreasing trend with increasing complexity (p < .05). This is in consonance with the ∼12% increase in the frontal theta band of their EEG spectra during said exercises. Pilots' errors and subjective ratings of task load increased as flight complexity increased (p-values < .05). Gaze data suggest that pilots used nondeterministic visual patterns when the aircraft was in an error-free state (low complexity), and changed their scanning behavior, becoming more deterministic, once emergencies occurred (medium/high complexity). Overall, our findings indicate that gaze entropy can serve as a sensitive index of task load in aviation settings.
Collapse
Affiliation(s)
- Carolina Diaz-Piedra
- Mind, Brain, and Behavior Research Center-CIMCYC, University of Granada, Campus de Cartuja s/n, 18071, Granada, Spain; College of Health Solutions, Arizona State University, 500 N. 3rd St, 85004, Phoenix, AZ, USA.
| | - Hector Rieiro
- Mind, Brain, and Behavior Research Center-CIMCYC, University of Granada, Campus de Cartuja s/n, 18071, Granada, Spain
| | - Alberto Cherino
- First Attack Helicopter Battalion I - BHELA I (Spanish Army Airmobile Force), Almagro, Ciudad Real, Spain
| | - Luis J Fuentes
- Department of Basic Psychology and Methodology, University of Murcia, 30100, Murcia, Spain
| | - Andres Catena
- Mind, Brain, and Behavior Research Center-CIMCYC, University of Granada, Campus de Cartuja s/n, 18071, Granada, Spain
| | - Leandro L Di Stasi
- Mind, Brain, and Behavior Research Center-CIMCYC, University of Granada, Campus de Cartuja s/n, 18071, Granada, Spain; Joint Center University of Granada - Spanish Army Training and Doctrine Command, C/ Gran Via de Colon, 48, 18071, Granada, Spain.
| |
Collapse
|
3
|
Leal-Campanario R, Alarcon-Martinez L, Rieiro H, Martinez-Conde S, Alarcon-Martinez T, Zhao X, LaMee J, Popp PJO, Calhoun ME, Arribas JI, Schlegel AA, Stasi LLD, Rho JM, Inge L, Otero-Millan J, Treiman DM, Macknik SL. Abnormal Capillary Vasodynamics Contribute to Ictal Neurodegeneration in Epilepsy. Sci Rep 2017; 7:43276. [PMID: 28240297 PMCID: PMC5327474 DOI: 10.1038/srep43276] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2016] [Accepted: 01/19/2017] [Indexed: 11/23/2022] Open
Abstract
Seizure-driven brain damage in epilepsy accumulates over time, especially in the hippocampus, which can lead to sclerosis, cognitive decline, and death. Excitotoxicity is the prevalent model to explain ictal neurodegeneration. Current labeling technologies cannot distinguish between excitotoxicity and hypoxia, however, because they share common molecular mechanisms. This leaves open the possibility that undetected ischemic hypoxia, due to ictal blood flow restriction, could contribute to neurodegeneration previously ascribed to excitotoxicity. We tested this possibility with Confocal Laser Endomicroscopy (CLE) and novel stereological analyses in several models of epileptic mice. We found a higher number and magnitude of NG2+ mural-cell mediated capillary constrictions in the hippocampus of epileptic mice than in that of normal mice, in addition to spatial coupling between capillary constrictions and oxidative stressed neurons and neurodegeneration. These results reveal a role for hypoxia driven by capillary blood flow restriction in ictal neurodegeneration.
Collapse
Affiliation(s)
- Rocio Leal-Campanario
- Barrow Neurological Institute, 350 W Thomas Rd, Phoenix, AZ 85013, USA.,División de Neurociencias, Universidad Pablo de Olavide, Ctra. Utrera km. 1, 41013 Sevilla, Spain
| | - Luis Alarcon-Martinez
- Barrow Neurological Institute, 350 W Thomas Rd, Phoenix, AZ 85013, USA.,Department of Neuroscience, University of Montreal, 900 Rue St-Denis, Montreal Quebec H2X 0A9, Canada
| | - Hector Rieiro
- Barrow Neurological Institute, 350 W Thomas Rd, Phoenix, AZ 85013, USA.,Universidade de Vigo, Campus Universitario Lagoas-Marcosende, 36310 Vigo, Spain
| | - Susana Martinez-Conde
- Barrow Neurological Institute, 350 W Thomas Rd, Phoenix, AZ 85013, USA.,SUNY Downstate Medical Center, Depts of Ophthalmology, Neurology, and Physiology/Pharmacology, 450 Clarkson Ave, MSC 58 Brooklyn, NY 11203, USA
| | | | - Xiuli Zhao
- Barrow Neurological Institute, 350 W Thomas Rd, Phoenix, AZ 85013, USA.,Interdisciplinary Graduate Program in Neuroscience, Arizona State University, PO Box 874601, Tempe, AZ 85287-4601, USA
| | - Jonathan LaMee
- Barrow Neurological Institute, 350 W Thomas Rd, Phoenix, AZ 85013, USA.,University of Arizona, College of Medicine, 1501 N. Campbell Ave., PO Box 245017, Tucson, Arizona 85724, USA
| | - Pamela J Osborn Popp
- Barrow Neurological Institute, 350 W Thomas Rd, Phoenix, AZ 85013, USA.,Graduate School of Arts and Science, New York University, New York, NY 10012, USA
| | - Michael E Calhoun
- Sinq Systems Inc., 8070 Georgia Avenue, Silver Spring, MD 20910, USA
| | - Juan I Arribas
- Barrow Neurological Institute, 350 W Thomas Rd, Phoenix, AZ 85013, USA.,Departamento Teoria Señal y Comunicaciones, E.T.S. Ingenieros Telecomunicacion, Universidad Valladolid, 47011 Valladolid, Spain
| | | | - Leandro L Di Stasi
- Barrow Neurological Institute, 350 W Thomas Rd, Phoenix, AZ 85013, USA.,Mind, Brain, and Behavior Research Center, University of Granada, 18071 Granada, Spain
| | - Jong M Rho
- Barrow Neurological Institute, 350 W Thomas Rd, Phoenix, AZ 85013, USA.,Departments of Pediatrics, Clinical Neurosciences, Physiology &Pharmacology, Alberta Children's Hospital, Research Institute, Cumming School of Medicine, University of Calgary, Canada
| | - Landon Inge
- Norton Thoracic Institute, St. Joseph's Hospital and Medical Center, 124 W. Thomas RD, Suite 105, Phoenix, AZ 85013, USA
| | - Jorge Otero-Millan
- Barrow Neurological Institute, 350 W Thomas Rd, Phoenix, AZ 85013, USA.,SUNY Downstate Medical Center, Depts of Ophthalmology, Neurology, and Physiology/Pharmacology, 450 Clarkson Ave, MSC 58 Brooklyn, NY 11203, USA.,Department of Neurology, Johns Hopkins University, 600 N Wolfe St., Baltimore, Maryland 21287, USA
| | - David M Treiman
- Barrow Neurological Institute, 350 W Thomas Rd, Phoenix, AZ 85013, USA
| | - Stephen L Macknik
- Barrow Neurological Institute, 350 W Thomas Rd, Phoenix, AZ 85013, USA.,SUNY Downstate Medical Center, Depts of Ophthalmology, Neurology, and Physiology/Pharmacology, 450 Clarkson Ave, MSC 58 Brooklyn, NY 11203, USA
| |
Collapse
|
7
|
Abstract
Magic illusions provide the perceptual and cognitive scientist with a toolbox of experimental manipulations and testable hypotheses about the building blocks of conscious experience. Here we studied several sleight-of-hand manipulations in the performance of the classic “Cups and Balls” magic trick (where balls appear and disappear inside upside-down opaque cups). We examined a version inspired by the entertainment duo Penn & Teller, conducted with three opaque and subsequently with three transparent cups. Magician Teller used his right hand to load (i.e. introduce surreptitiously) a small ball inside each of two upside-down cups, one at a time, while using his left hand to remove a different ball from the upside-down bottom of the cup. The sleight at the third cup involved one of six manipulations: (a) standard maneuver, (b) standard maneuver without a third ball, (c) ball placed on the table, (d) ball lifted, (e) ball dropped to the floor, and (f) ball stuck to the cup. Seven subjects watched the videos of the performances while reporting, via button press, whenever balls were removed from the cups/table (button “1”) or placed inside the cups/on the table (button “2”). Subjects’ perception was more accurate with transparent than with opaque cups. Perceptual performance was worse for the conditions where the ball was placed on the table, or stuck to the cup, than for the standard maneuver. The condition in which the ball was lifted displaced the subjects’ gaze position the most, whereas the condition in which there was no ball caused the smallest gaze displacement. Training improved the subjects’ perceptual performance. Occlusion of the magician’s face did not affect the subjects’ perception, suggesting that gaze misdirection does not play a strong role in the Cups and Balls illusion. Our results have implications for how to optimize the performance of this classic magic trick, and for the types of hand and object motion that maximize magic misdirection.
Collapse
Affiliation(s)
- Hector Rieiro
- Department of Neurosurgery , Barrow Neurological Institute , United States ; Department of Neurobiology , Barrow Neurological Institute , United States ; Department of Signal Theory and Communications , University of Vigo , Spain
| | | | | |
Collapse
|