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Pupillography: Difference between revisions

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|Authors=Amirhossein.Vejdani
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|Category=Neuro-ophthalmology/Orbit
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|Reviewer=Amirhossein.Vejdani
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== Background ==
== Background ==
Pupillography is a method of recording pupillary movements and study of changes and reactions to light and permits measurements of these movements. It is known that the pupillary pathways follow the optic nerve through the chiasma opticum and the pupil is an important oculomotor system that is affected by a diverse set of stimuli including changes in retinal luminance, sudden changes in stimulus motion, emotional and cognitive factors <ref>Hakerem G., Sutton S. Pupillary response at visual threshold. Nature. 1966; 212:485–486.</ref><ref>Kardon K. Pupillary light reflex. Curr Opin Ophthalmol. 1995; 6:20–26.</ref><ref>Sahraie A., Barbur J.L. Pupil response triggered by the onset of coherent motion. Graefes Arch Clin Exp Ophthalmol. 1997; 235:494–500.</ref><ref>Goldwater B.C. Psychological significance of pupillary movements. Psychol Bull. 1972; 77:340–355.</ref><ref>Beatty J. Task-evoked pupillary responses, processing load, and the structure of processing resources.Psychol Bull. 1982; 91:276–292.</ref>.
Pupillography is a formal method
of recording and measuring reactions of the pupil. The pupillary afferent
pathway starts at the retina, travels through the optic nerve, then goes through
the optic chiasm and optic tract to reach the pretectal nucleus, where it
communicates anteriorly with the Edinger Westphal nucleus that is in charge of
the efferent pupillary pathway (Figure 1). This pupil pathway (afferent and
efferent) can be affected by a diverse set of stimuli including changes in
retinal luminance, sudden changes in stimulus motion, and emotional and
cognitive factors <ref>Hakerem G., Sutton S. Pupillary response at visual threshold. Nature. 1966; 212:485–486.</ref><ref>Kardon K. Pupillary light reflex. Curr Opin Ophthalmol. 1995; 6:20–26.</ref><ref>Sahraie A., Barbur J.L. Pupil response triggered by the onset of coherent motion. Graefes Arch Clin Exp Ophthalmol. 1997; 235:494–500.</ref><ref>Goldwater B.C. Psychological significance of pupillary movements. Psychol Bull. 1972; 77:340–355.</ref><ref>Beatty J. Task-evoked pupillary responses, processing load, and the structure of processing resources.Psychol Bull. 1982; 91:276–292.</ref>.


The measurement of pupil diameter in psychologic disorders provides an estimate of the intensity of mental activity and changes in mental estates. In fact, pupil dilation correlates with arousal so consistently that researchers use pupillometry, to investigate a wide range of psychological phenomena Researches in neuroscience has revealed a tight correlation between the activity of the locus coeruleus and pupillary dilation, so mental activity and pupillary responses have some correlations. Cognitive and emotional events can also dictate pupil constriction and expansion, though such events occur on a smaller scale than the light reflex, causing changes generally less than half a millimeter. By recording subjects’ eyes with infrared cameras and controlling for other factors that might affect pupil size, like brightness, color, and distance, scientists can use pupil movements as a proxy for other processes, like mental strain. It can be a sensitive indicator for Alzheimer's and Parkinson's diseases, Autism or even for opioid and alcohol  users <ref>Fotiou DF, Stergiou V, Tsiptsios D, Lithari C, Nakou M, Karlovasitou A. Cholinergic deficiency in Alzheimer's and Parkinson's disease: evaluation with pupillometry. Int J Psychophysiol. 2009;73(2):143-9.</ref><ref>Stergiou V, Fotiou D, Tsiptsios D, Haidich B, Nakou M, Giantselidis C, Karlovasitou A. Pupillometric findings in patients with Parkinson's disease and cognitive disorder. Int J Psychophysiol. 2009;72(2):97-101.</ref><ref>Fotiou DF, Brozou CG, Haidich AB, Tsiptsios D, Nakou M, Kabitsi A, Giantselidis C, Fotiou F. Pupil reaction to light in Alzheimer's disease: evaluation of pupil size changes and mobility. Aging Clin Exp Res. 2007;19(5):364-71.</ref><ref>Fotiou F, Fountoulakis KN, Tsolaki M, Goulas A, Palikaras A. Changes in pupil reaction to light in Alzheimer's disease patients: a preliminary report. Int J Psychophysiol. 2000;37(1):111-20.</ref><ref>Ghodse H, Taylor DR, Greaves JL, Britten AJ, Lynch D. The opiate addiction test: a clinical evaluation of a quick test for physical dependence on opiate drugs. Br J Clin Pharmacol. 1995;39(3):257-9.</ref><ref>Krach S, Kamp-Becker I, Einhäuser W, Sommer J, Frässle S, Jansen A, Rademacher L, Müller-Pinzler L, Gazzola V, Paulus FM. Evidence from pupillometry and fMRI indicates reduced neural response during vicarious social pain but not physical pain in autism. Hum Brain Mapp. 2015;36(11):4730-44.</ref><ref>Nuske HJ, Vivanti G, Hudry K, Dissanayake C. Pupillometry reveals reduced unconscious emotional reactivity in autism. Biol Psychol. 2014;101:24-35.</ref><ref>Blaser E, Eglington L, Carter AS, Kaldy Z. Pupillometry reveals a mechanism for the Autism Spectrum Disorder (ASD) advantage in visual tasks. Sci Rep. 2014 7;4:4301.</ref>.
'''Figure
1.''' '''Pupillary
afferent and efferent pathways. '''The solid line represents the afferent pupillary
pathway and the dotted line represents the efferent pupillary pathway. Light
stimulating the left retina generates impulses that travel down the left optic
nerve and divide at the optic chiasm, where some impulses continue down the
left optic tract and others cross over to the right optic tract. These impulses
stimulate the pretectal nuclei which then  stimulate both Edinger Westphal nuclei of CN III.
 CN III acts on the iris sphincter
muscles, causing both pupils to contract. Because of this double decussation,
first in the chiasm and then in the pretectal and Edinger-Westphal nuclei, the
direct pupil response in the left eye is equivalent to the indirect consensual response
in the right eye. (Image obtained from <nowiki>http://www.aao.org</nowiki>).


Pupil size affects vision with any IOL and pupillography is very important in IOL selection especially in premium IOLs. Accurate pupillography is an essential part of the evaluation, screening, and refractive surgery planning process <ref>Wang M, Corpuz CC, Huseynova T, Tomita M. Pupil Influence on the Visual Outcomes of a New-Generation Multifocal Toric Intraocular Lens With a Surface-Embedded Near Segment. J Refract Surg. 2016;32(2):90-5.</ref><ref>Kim MJ, Yoo YS, Joo CK, Yoon G. Evaluation of optical performance of 4 aspheric toric intraocular lenses using an optical bench system: Influence of pupil size, decentration, and rotation. J Cataract Refract Surg. 2015;41(10):2274-82.</ref><ref>Vega F, Alba-Bueno F, Millán MS, Varón C, Gil MA, Buil JA. Halo and Through-Focus Performance of Four Diffractive Multifocal Intraocular Lenses. Invest Ophthalmol Vis Sci. 2015;56(6):3967-75.</ref><ref>García-Domene MC, Felipe A, Peris-Martínez C, Navea A, Artigas JM, Pons ÁM. Image quality comparison of two multifocal IOLs: influence of the pupil. J Refract Surg. 2015;31(4):230-5.</ref><ref>Fliedner J1, Heine C, Bretthauer G, Wilhelm H. The pupil can control an artificial lens intuitively. Invest Ophthalmol Vis Sci. 2014;55(2):759-66.</ref><ref>Watanabe K, Negishi K, Dogru M, Yamaguchi T, Torii H, Tsubota K. Effect of pupil size on uncorrected visual acuity in pseudophakic eyes with astigmatism. J Refract Surg. 2013;29(1):25-9.</ref>.
'''==Uses in Ophthalmology=='''


Scientists have since used pupillography to assess everything from sleepiness to introversion, race bias ,schizophrenia, sexual interest, moral judgment, autism, and depression. And while they haven’t been reading people’s thoughts per se, they’ve come pretty close <ref>Merritt SL , Schnyders HC, Patel M, Basner RC, O'Neill W. Pupil staging and EEG measurement of sleepiness.  Int J Psychophysiol. 2004 Mar;52(1):97-112.</ref><ref>Robert M. Stelmack* and Nathan Mandelzys. Psychophysiology Volume 12, Issue 5, pages 536–540, September 1975.</ref><ref>Wu EX , Laeng B, Magnussen S. Through the eyes of the own-race bias: eye-tracking and pupillometry during face recognition. Soc Neurosci. 2012;7(2):202-16.</ref><ref>Eric Granholm  ,  Steven P. Verney. Pupillary responses and attentional allocation problems on the backward masking task in schizophrenia. International Journal of Psychophysiology Volume 52, Issue 1, March 2004, Pages 37–51.</ref><ref>Laeng B, Falkenberg L. Women's pupillary responses to sexually significant others during the hormonal cycle. Horm Behav. 2007 Nov;52(4):520-30. Epub 2007 Aug.</ref><ref>Jean Decety ,  Kalina J. Michalska and Katherine D. Kinzler. The Contribution of Emotion and Cognition to Moral Sensitivity: A Neurodevelopmental Study. Cerebral Cortex Advance Access published May 26, 2011.</ref><ref>Leigh Sepeta1  , Naotsugu Tsuchiya  , Mari S Davies , Marian Sigman , Susan Y Bookheimer  and Mirella Dapretto. Abnormal social reward processing in autism as indexed by pupillary responses to happy faces.  Journal of Neurodevelopmental Disorders 2012, 4:17.</ref>.
<nowiki>=Visual Acuity=</nowiki>


Most of ophthalmologists take advantage of pupillography because pupil size measurement during a pre-operative evaluation is particularly helpful for optimizing the premium IOL selection for the patient based on the patient's stated preferences about the level of vision he or she values most (e.g., distance, intermediate or near), occupation, lifestyle, and frequency of nighttime driving.
Pupillography mightbe used to
give an approximation of visual acuity in settings where patients cannot (e.g.,
nonverbal) or will not (e.g., nonorganic) provide the information using
subjective assessments<sup>6</sup>. While the
classic pupillary light reflex is luminance-driven, a secondary reflex
involving pupillary constriction to isoluminous stimuli (e.g. chromatic and
achromatic gratings, coherent motion set) has also been documented. Both
reflexes are mediated by the same retino-cortical pathway, the afferent arm of
which is also involved in visual perception. However, the secondary reflex has
a longer latency, and thus may have potential use as an objective indicator of
visual acuity. In fact, it has already been shown to correlate with
measurements of visual acuity but are currently limited to use in research
settings due to the small amplitude of pupillary responses and the need for
repeated measurements.


A special designed device that can be used to measure pupils and screen candidates for refractive procedures and other ophthalmic applications such as the fitting of premium IOLs would be useful.  It can also work best for diagnostic approaches to mental disorders and addiction.
=Relative afferent pupillary
defect (RAPD)=


== Pattern Recognition and System Auto-Calibration ==
Pupillography also provides a standardized,
In order to track the size of the pupil, a segmentation algorithm can be used. The simplest method to perform this is using the well-known Hugh Transform method, as the pupil is usually in the shape of a circle. Although this method will work in many cases, it will not provide proper accuracy in all different conditions, such as abnormal pupil shapes, and misplaced pupils. As the camera is located exactly in front of the pupil (when the pupils are in the middle of the eye), any movements of the pupil will change its shape from the viewpoint of the camera (it will be more elliptic-shaped rather than a circle). Therefore, Hugh Transform algorithm alone cannot provide the required accuracy.  
quantifiable, and reproducible way of measuring the relative afferent pupillary
defect (RAPD) compared to the conventional swinging flashlight test performed
by a clinician.  The RAPD is seen in many
different ocular diseases that can affect the afferent pupillary pathway (e.g.,
diffuse retinopathy optic neuropathy, optic tract lesions and pretectal
lesions. In a patient with head trauma, the RAPD may be the only sign of
traumatic optic nerve injury and pupillography might be useful to assess the
afferent pupillary pathway in a comatose trauma patient. Pupillographic
investigation of RAPD may also help assess for less common afferent pupillary
pathway lesions in the midbrain and tectum (e.g., tectal RAPD)<sup>7</sup>.  


To enhance the performance of the detection system, a more intelligent pattern recognition system should  utilize . Although, these systems need a training set and an experienced user to train the network, it can eventually adapt itself to detect the desired item (such as pupil) with a very high accuracy regardless of its exact shape. Therefore, in the cases of abnormal pupil shape, or misplaced pupil, the algorithm can still accurately detect the pupil and its position.
<nowiki>=Dilation Lag=</nowiki>


However, the pupil size scaling is still an issue, which should be pointed out. In other words, if a pupil has a displacement from the center, its measured size may not be accurate enough due to perspective issues. However, when  the device frame is symmetric, the scaling factor of both eyes would be the same for each patient. It is worth mentioning that this scaling factor varies from patient to patient, but it will be constant for each patient. Therefore, neglecting this scaling factor (or reporting the normalized outputs rather than the actual values), will not affect the accuracy of the device in the cases of different shapes of patients’ faces (different eye-camera distance).  
Additionally, pupillography
can be used to measure dilation lag, which refers to the delayed relaxation-dilation
of the pupil when the light is withdrawn. Dilation lag is a characteristic
feature of oculosympathetic denervation (i.e., the Horner syndrome). The
dilation of the pupil in the Horner syndrome and can take up to 15-20 seconds (i.e.,
dilation lag) compared to 5 seconds in normal individuals. Infrared light  provides optimal visualization of the dilation
dynamics, and pupillography can accurately measure the dilation speed and
difference in dilation between the pupils. Pupillography may be the only
reliable method of diagnosis for dilation lag in bilateral Hornersyndrome
(where the relative anisocoria is obscured by bilaterality)<sup>8,9</sup>.  


To compensate for the eye movement, another scaling factor can be utilized to scale the size of the pupil, as it is located in the middle of the eye. This can be done by simple mathematical expressions, since the location of the pupil with respect to the camera can be easily calculated and used to find the variations from the center. This method is a well-known method in image processing algorithms and can be easily implemented in the proposed device.
<nowiki>=Refractive Surgery=</nowiki>


== More Advantages ==
Furthermore, pupillography can
The most pertinent information will be obtained by measuring a patient's pupils under varying light conditions which simulate real life conditions a patient may experience in daily life such as darkness, a dimly lit room, and driving at night with streetlights.
be an essential part of the evaluation, screening, and refractive surgery
Measurement of the pupil is more difficult than it might seem because of the phenomenon of pupillary hippus or noise. The pupil is never entirely at rest but rather has normal, small continuous oscillations (±0.5mm ). Therefore, when trying to measure the pupil, a single “snapshot” estimate is not a reliable predictor of the true mean size (because the clinician might catch the pupil at the maximum or minimum.) so , a proposed device should  record pupillary movements for further processing and analysis so that any technician can perform the test automatically.  
planning process. For refractive surgery, measuring the pupil size in low
light conditions helps determine the most accurate ablation
zone. If the ablation zone is smaller than the dilated pupil, then patients can
develop halos that disrupt their nighttime vision<sup>10,11</sup>.  


== References ==
<nowiki>=IOL Placement=</nowiki>
<references />
 
Pupil size measurement is also
important during pre-operative evaluation of IOL placement, especially for
premium IOLs. IOL selection is a complicated process that involves a variety of
factors, including the patient's stated preferences about the level of vision
he or she values most (e.g. distance, intermediate or near), occupation,
lifestyle, and frequency of nighttime driving, and pupillography can help optimize
this decision<sup>12,13,14,15,16,17</sup>.
 
'''==Uses in Neuropsychiatry=='''
 
Additionally, the measurement of pupil diameter
in psychiatric disorders provides an estimate of the intensity of mental
activity and changes in mental states. In fact, pupil dilation correlates with
arousal so consistently that pupillometry has been used to investigate a wide
range of neuropsychiatric phenomena<sup>8</sup>. A tight correlation between the activity of
the locus coeruleus and pupillary dilation has also been evidenced, further
suggesting a link between mental activity and pupillary responses. Although
cognitive and emotional events can affect  pupil constriction and dilation  such events occur on a smaller scale than the
light reflex, causing changes generally less than half a millimeter. By
controlling for other factors that might affect pupil size, like brightness,
color, and distance, scientists can use pupil movements as a proxy for other
processes, like mental strain. These movements may prove to be  sensitive indicators for neurodegenerative
disease (e.g., Alzheimer and Parkinson disease), autism, or even opioid and
alcohol abuse<sup>18,19,20,21,22,23,24,25</sup>.
 
Pupillography has also been
used to assess  other mental states
(e.g., sleepiness. introversion, race bias, sexual interest, moral judgment, schizophrenia,
and depression). e <sup>26,27,28,29,30,31,32</sup>.
 
'''==Device
Considerations=='''
 
Measurement of the pupil size
and function may be challenging secondary to the phenomenon of pupillary hippus
or noise. The pupil is never entirely at rest but rather has normal, small
continuous oscillations (±0.5mm). Therefore, when trying to measure the pupil,
a single “snapshot” estimate is not a reliable predictor of the true mean size because
the clinician might catch the pupil at the maximum or minimum. Consequently, most
current pupillographic devices involve recording the pupil with a specialized
infrared video camera, whose video frames are then transferred to a
personalized computer that uses imaging processing software (discussed in the
next section) to calculate pupil size in each individual frame<sup>8,33</sup>. Commercially
available devices differ significantly from each other because they are usually
designed for a specific task. This means that some instruments are optimized
for high spatial or temporal resolution, while others are optimized for stable,
long-term recordings. There are also different systems for monocular (sampling
frequency of 5-25 Hz) versus binocular (sampling frequency of 25-60 Hz) recording,
as well as different levels of light stimulus<sup>8,33</sup>.
 
'''==Pattern
Recognition and System Auto-Calibration=='''
 
In order to track the size of the pupil, a
segmentation algorithm can be used. The simplest of these is the well-known Hough
Transform method (Figure 2). This method will work in many cases because the
pupil is usually in the shape of a circle, but it will not provide proper
accuracy in all conditions, such as when the pupil is misplaced or abnormally
shaped. Pupil movements can also affect the accuracy of this method, as they
can make the pupil appear more elliptical (rather than circular) from the fixed
perspective of the camera. Therefore, the Hough Transform cannot alone provide
the required accuracy<sup>34</sup>.
 
More intelligent pattern
recognition models can be used for higher accuracy. Although these models need training
data and experts to train them, they can eventually adapt themselves to detect
the desired item (such as the pupil) with very high accuracy regardless of its
exact shape. Therefore, these models can accurately detect even misplaced or
abnormally shaped pupils and their positions.
 
To compensate for eye movement, we can multiply
the measured pupil size by another scaling factor. Because the pupil is
normally located in the center of the eye, we can easily determine the location
of the pupil with respect to the camera. This allows us to calculate the
appropriate scaling factor with mathematical expressions<sup>35</sup>.
 
'''Figure
2.''' '''Image
processing phases. a)''' Original frame, '''b)'''
Weiner-filtered region of interest, '''c)'''
circle drawn after determining its center using the Circular Hough Transform. Obtained
from Espinosa, J.,
Roig, A. B., Pérez, J. & Mas, D. A high-resolution binocular
video-oculography system : assessment of pupillary light reflex and detection
of an early incomplete blink and an upward eye movement. 1–12 (2015).
doi:10.1186/s12938-015-0016-6  <nowiki>https://biomedical-engineering-online.biomedcentral.com/articles/10.1186/s12938-015-0016-6</nowiki>  
 
'''==References=='''
 
1.        Hakerem,
G. & Sutton, S. Pupillary response at visual threshold. ''Nature'' '''212,'''
485–486 (1966).
 
2.        Kardon,
R. Pupillary light reflex. ''Curr Opin Ophthalmol'' '''6,''' 20–26 (1995).
 
3.        Sahraie,
A. & Barbur, J. L. Pupil response triggered by the onset of coherent
motion. ''Graefe’s Arch. Clin. Exp. Ophthalmol.'' '''235,''' 494–500
(1997).
 
4.        Goldwater,
B. C. Psychological significance of pupillary movements. ''Psychol. Bull.'' '''77,'''
340–355 (1972).
 
5.        Beatty,
J. Task-evoked pupillary responses, processing load, and the structure of
processing resources. ''Psychol. Bull.'' '''91,''' 276–292 (1982).
 
6.        Girkin,
C. A. Evaluation of the pupillary light response as an objective measure of
visual function. ''Ophthalmol. Clin. North Am.'' '''16,''' 143–153 (2003).
 
7.        Kawasaki,
A., Miller, N. R. & Kardon, R. Pupillographic Investigation of the Relative
Afferent Pupillary Defect Associated with a Midbrain Lesion. ''Ophthalmology''
'''117,''' 175–179 (2010).
 
8.        Wilhelm,
H. & Wilhelm, B. Clinical applications of pupillography. ''J.
Neuro-Ophthalmology'' '''23,''' 42–49 (2003).
 
9.        Smith,
S. A. & Smith, S. E. Bilateral Horner’s syndrome: detection and occurrence.
''J. Neurol. Neurosurg. Psychiatry'' '''66,''' 48–51 (1999).
 
10.      Boxer
Wachler, B. S. & Krueger, R. R. Agreement and repeatability of pupillometry
using videokeratography and infrared devices. ''J. Cataract Refract. Surg.''
'''26,''' 35–40 (2000).
 
11.      Schnitzler,
E. M., Baumeister, M. & Kohnen, T. Scotopic measurement of normal pupils:
Colvard versus Video Vision Analyzer infrared pupillometer. ''J. Cataract
Refract. Surg.'' '''26,''' 859–866 (2000).
 
12.      Wang, M.,
Corpuz, C. C. C., Huseynova, T. & Tomita, M. Pupil Influence on the Visual
Outcomes of a New-Generation Multifocal Toric Intraocular Lens With a
Surface-Embedded Near Segment. ''J. Refract. Surg.'' '''32,''' 90–95
(2016).
 
13.      Kim, M.
J., Yoo, Y. S., Joo, C. K. & Yoon, G. Evaluation of optical performance of
4 aspheric toric intraocular lenses using an optical bench system: Influence of
pupil size, decentration, and rotation. ''J. Cataract Refract. Surg.'' '''41,'''
2274–2282 (2015).
 
14.      Vega, F. ''et
al.'' Halo and through-focus performance of four diffractive multifocal
intraocular lenses. ''Investig. Ophthalmol. Vis. Sci.'' '''56,''' 3967–3975
(2015).
 
15.      García-Domene,
M. C. ''et al.'' Image Quality Comparison of Two Multifocal IOLs: Influence
of the Pupil. ''J. Refract. Surg.'' '''31,''' 230–235 (2015).
 
16.      Fliedner,
J., Heine, C., Bretthauer, G. & Wilhelm, H. The pupil can control an
artificial lens intuitively. ''Investig. Ophthalmol. Vis. Sci.'' '''55,'''
759–766 (2014).
 
17.      Watanabe,
K. ''et al.'' Effect of Pupil Size on Uncorrected Visual Acuity in Pseudophakic
Eyes With Astigmatism. ''J. Refract. Surg.'' '''29,''' 25–30 (2013).
 
18.      Fotiou,
D. F. ''et al.'' Cholinergic deficiency in Alzheimer’s and Parkinson’s
disease: Evaluation with pupillometry. ''Int. J. Psychophysiol.'' '''73,'''
143–149 (2009).
 
19.      Stergiou,
V. ''et al.'' Pupillometric findings in patients with Parkinson’s disease
and cognitive disorder. ''Int. J. Psychophysiol.'' '''72,''' 97–101 (2009).
 
20.      Fotiou,
D. F. ''et al.'' Pupil reaction to light in Alzheimer’s disease: evaluation
of pupil size changes and mobility. ''Aging Clin. Exp. Res.'' '''19,'''
364–371 (2007).
 
21.      Fotiou,
F., Fountoulakis, K. N., Tsolaki, M., Goulas, A. & Palikaras, A. Changes in
pupil reaction to light in Alzheimer’s disease patients: A preliminary report.
in ''International Journal of Psychophysiology'' '''37,''' 111–120 (2000).
 
22.      Ghodse,
H., Taylor, D., Greaves, J., Britten, A. & Lynch, D. The opiate addiction
test: a clinical evaluation of a quick test for physical dependence on opiate
drugs. ''Br. J. Clin. Pharmacol.'' '''39,''' 257–259 (1995).
 
23.      Krach, S.
''et al.'' Evidence from pupillometry and fMRI indicates reduced neural
response during vicarious social pain but not physical pain in autism. ''Hum.
Brain Mapp.'' '''36,''' 4730–4744 (2015).
 
24.      Nuske, H.
J., Vivanti, G., Hudry, K. & Dissanayake, C. Pupillometry reveals reduced unconscious
emotional reactivity in autism. ''Biol. Psychol.'' '''101,''' 24–35 (2014).
 
25.      Blaser,
E., Eglington, L., Carter, A. S. & Kaldy, Z. Pupillometry reveals a
mechanism for the Autism Spectrum Disorder (ASD) advantage in visual tasks. ''Sci.
Rep.'' '''4,''' (2014).
 
26.      Merritt,
S. L., Schnyders, H. C., Patel, M., Basner, R. C. & O’Neill, W. Pupil
staging and EEG measurement of sleepiness. in ''International Journal of
Psychophysiology'' '''52,''' 97–112 (2004).
 
27.      Stelmack,
R. M. & Mandelzys, N. Extraversion and Pupillary Response to Affective and
Taboo Words. ''Psychophysiology'' '''12,''' 536–540 (1975).
 
28.      Wu, E. X.
W., Laeng, B. & Magnussen, S. Through the eyes of the own-race bias:
Eye-tracking and pupillometry during face recognition. ''Soc. Neurosci.'' '''7,'''
202–216 (2012).
 
29.      Granholm,
E. & Verney, S. P. Pupillary responses and attentional allocation problems
on the backward masking task in schizophrenia. in ''International Journal of
Psychophysiology'' '''52,''' 37–51 (2004).
 
30.      Laeng, B.
& Falkenberg, L. Women’s pupillary responses to sexually significant others
during the hormonal cycle. ''Horm. Behav.'' '''52,''' 520–530 (2007).
 
31.      Decety,
J., Michalska, K. J. & Kinzler, K. D. The contribution of emotion and
cognition to moral sensitivity: A neurodevelopmental study. ''Cereb. Cortex''
'''22,''' 209–220 (2012).
 
32.      Sepeta,
L. ''et al.'' Abnormal social reward processing in autism as indexed by
pupillary responses to happy faces. ''J. Neurodev. Disord.'' '''4,'''
(2012).
 
33.      Nowak,
W., Zarowska, A., Szul-Pietrzak, E. & Misiuk-Hojło, M. System and
measurement method for binocular pupillometry to study pupil size variability. ''Biomed.
Eng. Online'' '''13,''' (2014).
 
34.      Espinosa,
J., Roig, A. B., Pérez, J. & Mas, D. A high-resolution binocular
video-oculography system : assessment of pupillary light reflex and detection
of an early incomplete blink and an upward eye movement. 1–12 (2015).
doi:10.1186/s12938-015-0016-6
 
35.      Chennamma,
H. R. & Yuan, X. A Survey on Eye-Gaze Tracking Techniques. '''4,'''
388–393 (2013).

Revision as of 19:56, May 28, 2018

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Background

Pupillography is a formal method of recording and measuring reactions of the pupil. The pupillary afferent pathway starts at the retina, travels through the optic nerve, then goes through the optic chiasm and optic tract to reach the pretectal nucleus, where it communicates anteriorly with the Edinger Westphal nucleus that is in charge of the efferent pupillary pathway (Figure 1). This pupil pathway (afferent and efferent) can be affected by a diverse set of stimuli including changes in retinal luminance, sudden changes in stimulus motion, and emotional and cognitive factors [1][2][3][4][5].

Figure 1. Pupillary afferent and efferent pathways. The solid line represents the afferent pupillary pathway and the dotted line represents the efferent pupillary pathway. Light stimulating the left retina generates impulses that travel down the left optic nerve and divide at the optic chiasm, where some impulses continue down the left optic tract and others cross over to the right optic tract. These impulses stimulate the pretectal nuclei which then  stimulate both Edinger Westphal nuclei of CN III.  CN III acts on the iris sphincter muscles, causing both pupils to contract. Because of this double decussation, first in the chiasm and then in the pretectal and Edinger-Westphal nuclei, the direct pupil response in the left eye is equivalent to the indirect consensual response in the right eye. (Image obtained from http://www.aao.org).

==Uses in Ophthalmology==

=Visual Acuity=

Pupillography mightbe used to give an approximation of visual acuity in settings where patients cannot (e.g., nonverbal) or will not (e.g., nonorganic) provide the information using subjective assessments6. While the classic pupillary light reflex is luminance-driven, a secondary reflex involving pupillary constriction to isoluminous stimuli (e.g. chromatic and achromatic gratings, coherent motion set) has also been documented. Both reflexes are mediated by the same retino-cortical pathway, the afferent arm of which is also involved in visual perception. However, the secondary reflex has a longer latency, and thus may have potential use as an objective indicator of visual acuity. In fact, it has already been shown to correlate with measurements of visual acuity but are currently limited to use in research settings due to the small amplitude of pupillary responses and the need for repeated measurements.

=Relative afferent pupillary defect (RAPD)=

Pupillography also provides a standardized, quantifiable, and reproducible way of measuring the relative afferent pupillary defect (RAPD) compared to the conventional swinging flashlight test performed by a clinician.  The RAPD is seen in many different ocular diseases that can affect the afferent pupillary pathway (e.g., diffuse retinopathy optic neuropathy, optic tract lesions and pretectal lesions. In a patient with head trauma, the RAPD may be the only sign of traumatic optic nerve injury and pupillography might be useful to assess the afferent pupillary pathway in a comatose trauma patient. Pupillographic investigation of RAPD may also help assess for less common afferent pupillary pathway lesions in the midbrain and tectum (e.g., tectal RAPD)7.

=Dilation Lag=

Additionally, pupillography can be used to measure dilation lag, which refers to the delayed relaxation-dilation of the pupil when the light is withdrawn. Dilation lag is a characteristic feature of oculosympathetic denervation (i.e., the Horner syndrome). The dilation of the pupil in the Horner syndrome and can take up to 15-20 seconds (i.e., dilation lag) compared to 5 seconds in normal individuals. Infrared light  provides optimal visualization of the dilation dynamics, and pupillography can accurately measure the dilation speed and difference in dilation between the pupils. Pupillography may be the only reliable method of diagnosis for dilation lag in bilateral Hornersyndrome (where the relative anisocoria is obscured by bilaterality)8,9.

=Refractive Surgery=

Furthermore, pupillography can be an essential part of the evaluation, screening, and refractive surgery planning process. For refractive surgery, measuring the pupil size in low light conditions helps determine the most accurate ablation zone. If the ablation zone is smaller than the dilated pupil, then patients can develop halos that disrupt their nighttime vision10,11.

=IOL Placement=

Pupil size measurement is also important during pre-operative evaluation of IOL placement, especially for premium IOLs. IOL selection is a complicated process that involves a variety of factors, including the patient's stated preferences about the level of vision he or she values most (e.g. distance, intermediate or near), occupation, lifestyle, and frequency of nighttime driving, and pupillography can help optimize this decision12,13,14,15,16,17.

==Uses in Neuropsychiatry==

Additionally, the measurement of pupil diameter in psychiatric disorders provides an estimate of the intensity of mental activity and changes in mental states. In fact, pupil dilation correlates with arousal so consistently that pupillometry has been used to investigate a wide range of neuropsychiatric phenomena8. A tight correlation between the activity of the locus coeruleus and pupillary dilation has also been evidenced, further suggesting a link between mental activity and pupillary responses. Although cognitive and emotional events can affect  pupil constriction and dilation  such events occur on a smaller scale than the light reflex, causing changes generally less than half a millimeter. By controlling for other factors that might affect pupil size, like brightness, color, and distance, scientists can use pupil movements as a proxy for other processes, like mental strain. These movements may prove to be  sensitive indicators for neurodegenerative disease (e.g., Alzheimer and Parkinson disease), autism, or even opioid and alcohol abuse18,19,20,21,22,23,24,25.

Pupillography has also been used to assess  other mental states (e.g., sleepiness. introversion, race bias, sexual interest, moral judgment, schizophrenia, and depression). e 26,27,28,29,30,31,32.

==Device Considerations==

Measurement of the pupil size and function may be challenging secondary to the phenomenon of pupillary hippus or noise. The pupil is never entirely at rest but rather has normal, small continuous oscillations (±0.5mm). Therefore, when trying to measure the pupil, a single “snapshot” estimate is not a reliable predictor of the true mean size because the clinician might catch the pupil at the maximum or minimum. Consequently, most current pupillographic devices involve recording the pupil with a specialized infrared video camera, whose video frames are then transferred to a personalized computer that uses imaging processing software (discussed in the next section) to calculate pupil size in each individual frame8,33. Commercially available devices differ significantly from each other because they are usually designed for a specific task. This means that some instruments are optimized for high spatial or temporal resolution, while others are optimized for stable, long-term recordings. There are also different systems for monocular (sampling frequency of 5-25 Hz) versus binocular (sampling frequency of 25-60 Hz) recording, as well as different levels of light stimulus8,33.

==Pattern Recognition and System Auto-Calibration==

In order to track the size of the pupil, a segmentation algorithm can be used. The simplest of these is the well-known Hough Transform method (Figure 2). This method will work in many cases because the pupil is usually in the shape of a circle, but it will not provide proper accuracy in all conditions, such as when the pupil is misplaced or abnormally shaped. Pupil movements can also affect the accuracy of this method, as they can make the pupil appear more elliptical (rather than circular) from the fixed perspective of the camera. Therefore, the Hough Transform cannot alone provide the required accuracy34.

More intelligent pattern recognition models can be used for higher accuracy. Although these models need training data and experts to train them, they can eventually adapt themselves to detect the desired item (such as the pupil) with very high accuracy regardless of its exact shape. Therefore, these models can accurately detect even misplaced or abnormally shaped pupils and their positions.

To compensate for eye movement, we can multiply the measured pupil size by another scaling factor. Because the pupil is normally located in the center of the eye, we can easily determine the location of the pupil with respect to the camera. This allows us to calculate the appropriate scaling factor with mathematical expressions35.

Figure 2. Image processing phases. a) Original frame, b) Weiner-filtered region of interest, c) circle drawn after determining its center using the Circular Hough Transform. Obtained from Espinosa, J., Roig, A. B., Pérez, J. & Mas, D. A high-resolution binocular video-oculography system : assessment of pupillary light reflex and detection of an early incomplete blink and an upward eye movement. 1–12 (2015). doi:10.1186/s12938-015-0016-6  https://biomedical-engineering-online.biomedcentral.com/articles/10.1186/s12938-015-0016-6

==References==

1.        Hakerem, G. & Sutton, S. Pupillary response at visual threshold. Nature 212, 485–486 (1966).

2.        Kardon, R. Pupillary light reflex. Curr Opin Ophthalmol 6, 20–26 (1995).

3.        Sahraie, A. & Barbur, J. L. Pupil response triggered by the onset of coherent motion. Graefe’s Arch. Clin. Exp. Ophthalmol. 235, 494–500 (1997).

4.        Goldwater, B. C. Psychological significance of pupillary movements. Psychol. Bull. 77, 340–355 (1972).

5.        Beatty, J. Task-evoked pupillary responses, processing load, and the structure of processing resources. Psychol. Bull. 91, 276–292 (1982).

6.        Girkin, C. A. Evaluation of the pupillary light response as an objective measure of visual function. Ophthalmol. Clin. North Am. 16, 143–153 (2003).

7.        Kawasaki, A., Miller, N. R. & Kardon, R. Pupillographic Investigation of the Relative Afferent Pupillary Defect Associated with a Midbrain Lesion. Ophthalmology 117, 175–179 (2010).

8.        Wilhelm, H. & Wilhelm, B. Clinical applications of pupillography. J. Neuro-Ophthalmology 23, 42–49 (2003).

9.        Smith, S. A. & Smith, S. E. Bilateral Horner’s syndrome: detection and occurrence. J. Neurol. Neurosurg. Psychiatry 66, 48–51 (1999).

10.      Boxer Wachler, B. S. & Krueger, R. R. Agreement and repeatability of pupillometry using videokeratography and infrared devices. J. Cataract Refract. Surg. 26, 35–40 (2000).

11.      Schnitzler, E. M., Baumeister, M. & Kohnen, T. Scotopic measurement of normal pupils: Colvard versus Video Vision Analyzer infrared pupillometer. J. Cataract Refract. Surg. 26, 859–866 (2000).

12.      Wang, M., Corpuz, C. C. C., Huseynova, T. & Tomita, M. Pupil Influence on the Visual Outcomes of a New-Generation Multifocal Toric Intraocular Lens With a Surface-Embedded Near Segment. J. Refract. Surg. 32, 90–95 (2016).

13.      Kim, M. J., Yoo, Y. S., Joo, C. K. & Yoon, G. Evaluation of optical performance of 4 aspheric toric intraocular lenses using an optical bench system: Influence of pupil size, decentration, and rotation. J. Cataract Refract. Surg. 41, 2274–2282 (2015).

14.      Vega, F. et al. Halo and through-focus performance of four diffractive multifocal intraocular lenses. Investig. Ophthalmol. Vis. Sci. 56, 3967–3975 (2015).

15.      García-Domene, M. C. et al. Image Quality Comparison of Two Multifocal IOLs: Influence of the Pupil. J. Refract. Surg. 31, 230–235 (2015).

16.      Fliedner, J., Heine, C., Bretthauer, G. & Wilhelm, H. The pupil can control an artificial lens intuitively. Investig. Ophthalmol. Vis. Sci. 55, 759–766 (2014).

17.      Watanabe, K. et al. Effect of Pupil Size on Uncorrected Visual Acuity in Pseudophakic Eyes With Astigmatism. J. Refract. Surg. 29, 25–30 (2013).

18.      Fotiou, D. F. et al. Cholinergic deficiency in Alzheimer’s and Parkinson’s disease: Evaluation with pupillometry. Int. J. Psychophysiol. 73, 143–149 (2009).

19.      Stergiou, V. et al. Pupillometric findings in patients with Parkinson’s disease and cognitive disorder. Int. J. Psychophysiol. 72, 97–101 (2009).

20.      Fotiou, D. F. et al. Pupil reaction to light in Alzheimer’s disease: evaluation of pupil size changes and mobility. Aging Clin. Exp. Res. 19, 364–371 (2007).

21.      Fotiou, F., Fountoulakis, K. N., Tsolaki, M., Goulas, A. & Palikaras, A. Changes in pupil reaction to light in Alzheimer’s disease patients: A preliminary report. in International Journal of Psychophysiology 37, 111–120 (2000).

22.      Ghodse, H., Taylor, D., Greaves, J., Britten, A. & Lynch, D. The opiate addiction test: a clinical evaluation of a quick test for physical dependence on opiate drugs. Br. J. Clin. Pharmacol. 39, 257–259 (1995).

23.      Krach, S. et al. Evidence from pupillometry and fMRI indicates reduced neural response during vicarious social pain but not physical pain in autism. Hum. Brain Mapp. 36, 4730–4744 (2015).

24.      Nuske, H. J., Vivanti, G., Hudry, K. & Dissanayake, C. Pupillometry reveals reduced unconscious emotional reactivity in autism. Biol. Psychol. 101, 24–35 (2014).

25.      Blaser, E., Eglington, L., Carter, A. S. & Kaldy, Z. Pupillometry reveals a mechanism for the Autism Spectrum Disorder (ASD) advantage in visual tasks. Sci. Rep. 4, (2014).

26.      Merritt, S. L., Schnyders, H. C., Patel, M., Basner, R. C. & O’Neill, W. Pupil staging and EEG measurement of sleepiness. in International Journal of Psychophysiology 52, 97–112 (2004).

27.      Stelmack, R. M. & Mandelzys, N. Extraversion and Pupillary Response to Affective and Taboo Words. Psychophysiology 12, 536–540 (1975).

28.      Wu, E. X. W., Laeng, B. & Magnussen, S. Through the eyes of the own-race bias: Eye-tracking and pupillometry during face recognition. Soc. Neurosci. 7, 202–216 (2012).

29.      Granholm, E. & Verney, S. P. Pupillary responses and attentional allocation problems on the backward masking task in schizophrenia. in International Journal of Psychophysiology 52, 37–51 (2004).

30.      Laeng, B. & Falkenberg, L. Women’s pupillary responses to sexually significant others during the hormonal cycle. Horm. Behav. 52, 520–530 (2007).

31.      Decety, J., Michalska, K. J. & Kinzler, K. D. The contribution of emotion and cognition to moral sensitivity: A neurodevelopmental study. Cereb. Cortex 22, 209–220 (2012).

32.      Sepeta, L. et al. Abnormal social reward processing in autism as indexed by pupillary responses to happy faces. J. Neurodev. Disord. 4, (2012).

33.      Nowak, W., Zarowska, A., Szul-Pietrzak, E. & Misiuk-Hojło, M. System and measurement method for binocular pupillometry to study pupil size variability. Biomed. Eng. Online 13, (2014).

34.      Espinosa, J., Roig, A. B., Pérez, J. & Mas, D. A high-resolution binocular video-oculography system : assessment of pupillary light reflex and detection of an early incomplete blink and an upward eye movement. 1–12 (2015). doi:10.1186/s12938-015-0016-6

35.      Chennamma, H. R. & Yuan, X. A Survey on Eye-Gaze Tracking Techniques. 4, 388–393 (2013).

  1. Hakerem G., Sutton S. Pupillary response at visual threshold. Nature. 1966; 212:485–486.
  2. Kardon K. Pupillary light reflex. Curr Opin Ophthalmol. 1995; 6:20–26.
  3. Sahraie A., Barbur J.L. Pupil response triggered by the onset of coherent motion. Graefes Arch Clin Exp Ophthalmol. 1997; 235:494–500.
  4. Goldwater B.C. Psychological significance of pupillary movements. Psychol Bull. 1972; 77:340–355.
  5. Beatty J. Task-evoked pupillary responses, processing load, and the structure of processing resources.Psychol Bull. 1982; 91:276–292.
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