Spontaneous eye blink rate: An index of dopaminergic component of sustained attention and fatigue.

Blink rate is a behavioral index highly correlated with frontostriatal dopaminergic activity. The present research was aimed at studying the modulation of spontaneous blink rate in function of the increasing attentional load induced by the Mackworth Clock Test. Since blinking interferes with sensory processing, we expected a decreasing blink rate with increasing attentional demand. Three tasks of 7-min each and different difficulties were administered: the Mackworth had a red dot moving in a circle with intervals varying from 500ms, 350ms to 200ms, corresponding to increasing task difficulty. Participant had to detect the rare jumps of one position by the red dot (targets). The blink rate was recorded from thirty-three female students starting from vertical oculogram recording of the right eye. The time course of blink rate across the 7-min task was also analyzed to test the hypothesis that fatigue arises also during brief tasks depending on the difficulty level. Results showed that the Hard task (200ms dot intervals) was associated with greater percentage of missed targets, faster response times and smaller blink rates with respect to the Medium and Easy ones. Analysis of the time course within the task revealed an increase of blink rate, indexing larger fatigue, starting in the 4th minute, independent from the difficulty level. In addition, trial-by-trial analysis showed that under strong attentional demand dopamine-related blink activity was inhibited throughout the whole task. Results point to the use of blink rate as an ecological index of dopaminergic component of attentional load and fatigue and revealed how human attention drops after relatively brief intervals of about 4min.

[1]  A. Carpenter,et al.  The rate of blinking during prolonged visual search. , 1948, Journal of experimental psychology.

[2]  L. Colzato,et al.  Spontaneous eye blink rate as predictor of dopamine-related cognitive function—A review , 2016, Neuroscience & Biobehavioral Reviews.

[3]  Panagiotis Bamidis,et al.  Eye Blink Rate as a biological marker of Mild Cognitive Impairment. , 2014, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[4]  David R. W. Bachhuber,et al.  Effects of meditation practice on spontaneous eyeblink rate. , 2016, Psychophysiology.

[5]  M. Boisgontier,et al.  The anova to mixed model transition , 2016, Neuroscience & Biobehavioral Reviews.

[6]  G. Barbato,et al.  Dopamine activation in Neuroticism as measured by spontaneous eye blink rate , 2012, Physiology & Behavior.

[7]  R. Gregory,et al.  Blinking during Visual Tracking , 1952 .

[8]  J. Arruda,et al.  Rhythmic Oscillations in the Performance of a Sustained Attention Task , 2003, Journal of clinical and experimental neuropsychology.

[9]  L A Riggs,et al.  Reflex eyeblinks and visual suppression , 1983, Perception & psychophysics.

[10]  D. Heitjan,et al.  Mixed-effects models in psychophysiology. , 2000, Psychophysiology.

[11]  K. Lesch,et al.  Dopamine and cognitive control: The influence of spontaneous eyeblink rate, DRD4 exon III polymorphism and gender on flexibility in set-shifting , 2007, Brain Research.

[12]  Jun-Young Chung,et al.  Neural correlates of eye blinking; improved by simultaneous fMRI and EOG measurement , 2005, Neuroscience Letters.

[13]  M. Holland,et al.  Blinking and Mental Load , 1972, Psychological reports.

[14]  B. Hommel,et al.  Closing one's eyes to reality: Evidence for a dopaminergic basis of Psychoticism from spontaneous eye blink rates , 2009 .

[15]  Kyle G. Horn,et al.  Characterizing the Spontaneous Blink Generator: An Animal Model , 2011, The Journal of Neuroscience.

[16]  Marlies E. van Bochove,et al.  Blinking predicts enhanced cognitive control , 2012, Cognitive, Affective, & Behavioral Neuroscience.

[17]  Yoav Kessler,et al.  Tracking Real-Time Changes in Working Memory Updating and Gating with the Event-Based Eye-Blink Rate , 2017, Scientific Reports.

[18]  L. McIntire,et al.  Detection of vigilance performance using eye blinks. , 2014, Applied ergonomics.

[19]  Christopher Rao,et al.  Graphs in Statistical Analysis , 2010 .

[20]  R. Baayen,et al.  Mixed-effects modeling with crossed random effects for subjects and items , 2008 .

[21]  B. Hommel,et al.  The (b)link between creativity and dopamine: Spontaneous eye blink rates predict and dissociate divergent and convergent thinking , 2010, Cognition.

[22]  M Al-Abdulmunem,et al.  Relation between tear breakup time and spontaneous blink rate. , 1999, International contact lens clinic.

[23]  Hadley Wickham,et al.  ggplot2 - Elegant Graphics for Data Analysis (2nd Edition) , 2017 .

[24]  G. Barbato,et al.  Diurnal variation in spontaneous eye-blink rate , 2000, Psychiatry Research.

[25]  Meritxell Vilaseca,et al.  Blink Rate, Blink Amplitude, and Tear Film Integrity during Dynamic Visual Display Terminal Tasks , 2011, Current eye research.

[26]  M. D’Esposito,et al.  Inverted-U–Shaped Dopamine Actions on Human Working Memory and Cognitive Control , 2011, Biological Psychiatry.

[27]  Russell V. Lenth,et al.  Least-Squares Means: The R Package lsmeans , 2016 .

[28]  J. Stern,et al.  The endogenous eyeblink. , 1984, Psychophysiology.

[29]  S. Conte,et al.  Ultradian rhythms of reaction times in performance in vigilance tasks , 1995, Biological Psychology.

[30]  R Martins,et al.  Eye blinking as an indicator of fatigue and mental load—a systematic review , 2015 .

[31]  T. Bando,et al.  Blink rate variability in patients with panic disorder: New trial using audiovisual stimulation , 2002, Psychiatry and clinical neurosciences.

[32]  Michael F. Green,et al.  Cognitive impairment and functional outcome in schizophrenia and bipolar disorder. , 2006, The Journal of clinical psychiatry.

[33]  C. Karson,et al.  Blink rates in schizophrenia. , 1990, Schizophrenia bulletin.

[34]  Bernhard Strasser,et al.  Eye-Blink Rates and Depression , 1996, Neuropsychopharmacology.

[35]  C. Caudek,et al.  Posterror speeding after threat-detection failure. , 2015, Journal of experimental psychology. Human perception and performance.

[36]  A. Nieoullon Dopamine and the regulation of cognition and attention , 2002, Progress in Neurobiology.

[37]  G. C. Drew,et al.  Variations in Reflex Blink-Rate during Visual-Motor Tasks , 1951 .

[38]  T. Robbins Arousal systems and attentional processes , 1997, Biological Psychology.

[39]  Kyosuke Fukuda,et al.  Cognition, blinks, eye-movements, and pupillary movements during performance of a running memory task. , 2005, Aviation, space, and environmental medicine.

[40]  N L Foster,et al.  Blink rates and disorders of movement , 1984, Neurology.

[41]  T. Jung,et al.  Tonic, phasic, and transient EEG correlates of auditory awareness in drowsiness. , 1996, Brain research. Cognitive brain research.

[42]  N. Mackworth The Breakdown of Vigilance during Prolonged Visual Search 1 , 1948 .

[43]  C. Karson,et al.  Blink rates in parkinsonism , 1982, Annals of neurology.

[44]  Jihoon Oh,et al.  The timing and temporal patterns of eye blinking are dynamically modulated by attention. , 2012, Human movement science.

[45]  F. J. Anscombe,et al.  Graphs in Statistical Analysis , 1973 .

[46]  Steven G. Luke,et al.  Evaluating significance in linear mixed-effects models in R , 2016, Behavior Research Methods.

[47]  Robert K. Moore,et al.  Eyeblinks and visual suppression. , 1980, Science.

[48]  D. Bates,et al.  Fitting Linear Mixed-Effects Models Using lme4 , 2014, 1406.5823.

[49]  K. Lesch,et al.  Dopamine and cognitive control: the influence of spontaneous eyeblink rate and dopamine gene polymorphisms on perseveration and distractibility. , 2005, Behavioral neuroscience.

[50]  B. Hommel,et al.  Dopamine and inhibitory action control: evidence from spontaneous eye blink rates , 2009, Experimental Brain Research.