<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE root>
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" article-type="other" dtd-version="1.2" xml:lang="en"><front><journal-meta><journal-id journal-id-type="publisher-id">I.P. Pavlov Journal of Higher Nervous Activity</journal-id><journal-title-group><journal-title xml:lang="en">I.P. Pavlov Journal of Higher Nervous Activity</journal-title><trans-title-group xml:lang="ru"><trans-title>Журнал высшей нервной деятельности им. И.П. Павлова</trans-title></trans-title-group></journal-title-group><issn publication-format="print">0044-4677</issn><issn publication-format="electronic">3034-5316</issn><publisher><publisher-name xml:lang="en">The Russian Academy of Sciences</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="publisher-id">652016</article-id><article-id pub-id-type="doi">10.31857/S0044467723050064</article-id><article-id pub-id-type="edn">LKIMBA</article-id><article-categories><subj-group subj-group-type="toc-heading" xml:lang="en"><subject>ФИЗИОЛОГИЯ ВЫСШЕЙ НЕРВНОЙ (КОГНИТИВНОЙ) &#13;
ДЕЯТЕЛЬНОСТИ ЧЕЛОВЕКА</subject></subj-group><subj-group subj-group-type="toc-heading" xml:lang="ru"><subject>ФИЗИОЛОГИЯ ВЫСШЕЙ НЕРВНОЙ (КОГНИТИВНОЙ) ДЕЯТЕЛЬНОСТИ ЧЕЛОВЕКА</subject></subj-group><subj-group subj-group-type="article-type"><subject></subject></subj-group></article-categories><title-group><article-title xml:lang="en">PUPILLOMETRY IN THE ASSESSMENT OF EMOTIONAL STATE AND COGNITIVE FUNCTIONS IN HUMAN</article-title><trans-title-group xml:lang="ru"><trans-title>Пупиллометрия в оценке психоэмоционального состояния и когнитивных функций человека</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author"><name-alternatives><name xml:lang="en"><surname>Kutlubaev</surname><given-names>M. A.</given-names></name><name xml:lang="ru"><surname>Кутлубаев</surname><given-names>М. А.</given-names></name></name-alternatives><email>mansur.kutlubaev@yahoo.com</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><name-alternatives><name xml:lang="en"><surname>Shagieva</surname><given-names>D. R.</given-names></name><name xml:lang="ru"><surname>Шагиева</surname><given-names>Д. Р.</given-names></name></name-alternatives><email>mansur.kutlubaev@yahoo.com</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><name-alternatives><name xml:lang="en"><surname>Karimova</surname><given-names>G. I.</given-names></name><name xml:lang="ru"><surname>Каримова</surname><given-names>Г. И.</given-names></name></name-alternatives><email>mansur.kutlubaev@yahoo.com</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><name-alternatives><name xml:lang="en"><surname>Izmalkova</surname><given-names>A. I.</given-names></name><name xml:lang="ru"><surname>Измалкова</surname><given-names>А. И.</given-names></name></name-alternatives><email>mansur.kutlubaev@yahoo.com</email><xref ref-type="aff" rid="aff2"/></contrib><contrib contrib-type="author"><name-alternatives><name xml:lang="en"><surname>Myachikov</surname><given-names>A. V.</given-names></name><name xml:lang="ru"><surname>Мячиков</surname><given-names>А. В.</given-names></name></name-alternatives><email>mansur.kutlubaev@yahoo.com</email><xref ref-type="aff" rid="aff2"/><xref ref-type="aff" rid="aff3"/></contrib></contrib-group><aff-alternatives id="aff1"><aff><institution xml:lang="en">Department of Neurology Bashkir State Medical University</institution></aff><aff><institution xml:lang="ru">Кафедра неврологии Башкирского государственного медицинского университета</institution></aff></aff-alternatives><aff-alternatives id="aff2"><aff><institution xml:lang="en">Institute for Cognitive Neuroscience, National Research University Higher school of economics</institution></aff><aff><institution xml:lang="ru">Институт когнитивных нейронаук, Национальный исследовательский университет
Высшая школа экономики</institution></aff></aff-alternatives><aff-alternatives id="aff3"><aff><institution xml:lang="en">Northumbria University, Newcastle upon Tyne</institution></aff><aff><institution xml:lang="ru">Нортумбрийский университет</institution></aff></aff-alternatives><pub-date date-type="pub" iso-8601-date="2023-09-01" publication-format="electronic"><day>01</day><month>09</month><year>2023</year></pub-date><volume>73</volume><issue>5</issue><fpage>651</fpage><lpage>665</lpage><history><date date-type="received" iso-8601-date="2025-02-02"><day>02</day><month>02</month><year>2025</year></date></history><permissions><copyright-statement xml:lang="en">Copyright ©; 2023, М.А. Кутлубаев, Д.Р. Шагиева, Г.И. Каримова, А.И. Измалкова, А.В. Мячиков</copyright-statement><copyright-statement xml:lang="ru">Copyright ©; 2023, М.А. Кутлубаев, Д.Р. Шагиева, Г.И. Каримова, А.И. Измалкова, А.В. Мячиков</copyright-statement><copyright-year>2023</copyright-year><copyright-holder xml:lang="en">М.А. Кутлубаев, Д.Р. Шагиева, Г.И. Каримова, А.И. Измалкова, А.В. Мячиков</copyright-holder><copyright-holder xml:lang="ru">М.А. Кутлубаев, Д.Р. Шагиева, Г.И. Каримова, А.И. Измалкова, А.В. Мячиков</copyright-holder></permissions><self-uri xlink:href="https://innoscience.ru/0044-4677/article/view/652016">https://innoscience.ru/0044-4677/article/view/652016</self-uri><abstract xml:lang="en"><p id="idm45181323167632">Pupillometry is a method allowing quantitative assessment of the pupil diameter. The size of the pupil is regulated by the structures of autonomic nervous system (nuclei of the oculomotor nerve, ciliospinal center) and related to the ambient lighting. However, overlying structures of the brain, in particular cortex, via locus coeruleus, upper colliculi of quadrigeminal bodies modulate the pupillary response regardless ambient lighting condition. Thus the baseline diameter of the pupil and its changes associated with certain tasks could be used for the objective assessment of the emotional state and cognitive functions in a human. There are data showing the changes in the pupillary response in patients with autism spectrum disorder, depression as well as Alzheimer’s disease, Parkinson’s disease and other organic disorders of the brain. More research in pupillometry is needed to identify new areas for its use.</p></abstract><trans-abstract xml:lang="ru"><p id="idm45181323166288">Пупиллометрия – метод, позволяющий провести количественную оценку диаметра зрачка. Регуляция величины зрачка осуществляется структурами вегетативной нервной системы (ядра глазодвигательного нерва, цилиоспинальный центр) и связана со степенью освещенности. Однако вышележащие структуры головного мозга, в частности кора, через голубое пятно, претектальные оливарные ядра, верхние холмики четверохолмия оказывают модулирующее влияние на зрачковые реакции, не связанное с освещением. В связи с этим исходный диаметр зрачка и его изменения, связанные с выполнением определенных заданий, могут быть использованы для объективной оценки психоэмоционального состояния и когнитивных функций человека. Имеются данные об изменениях зрачковых реакций при расстройствах аутистического спектра, депрессии, а также при болезни Альцгеймера, болезни Паркинсона и других органических заболеваниях головного мозга. Необходимы дальнейшие исследования методики пупиллометрии для определения новых областей ее применения.</p></trans-abstract><kwd-group xml:lang="en"><kwd>pupil</kwd><kwd>pupillometry</kwd><kwd>eyetracking</kwd><kwd>pupillary light reflex</kwd><kwd>emotional disorders</kwd><kwd>cognitive functions</kwd></kwd-group><kwd-group xml:lang="ru"><kwd>зрачок</kwd><kwd>пупиллометрия</kwd><kwd>видеоокулография</kwd><kwd>фотореакция</kwd><kwd>психоэмоциональные расстройства</kwd><kwd>когнитивные функции</kwd></kwd-group></article-meta></front><body></body><back><ref-list><ref id="B1"><label>1.</label><mixed-citation>Барабанщиков В.А. (отв. ред.) Современная экспериментальная психология: В 2-x т., т. 1. 2011. 555 с.</mixed-citation></ref><ref id="B2"><label>2.</label><mixed-citation>Barabanshchikov V.A. (ed.) Modern experimental psychology: In 2 vol., vol. 1. 2011. 555 p.</mixed-citation></ref><ref id="B3"><label>3.</label><mixed-citation>Величковский Б.Б. Возможности когнитивной тренировки как метода коррекции возрастных нарушений когнитивного контроля. Экспериментальная психология. 2009. 3 (2): 78–91.</mixed-citation></ref><ref id="B4"><label>4.</label><mixed-citation>Velichkovsky B.B. Performance capabilities of cognitive training as a method of correcting age-related decline in cognitive control. Experimental psychology. 2009. 3 (2): 78–91.</mixed-citation></ref><ref id="B5"><label>5.</label><mixed-citation>Величковский Б.Б., Измалкова А.И. Влияние нагрузки на вербальную рабочую память при глазодвигательной активности в условиях выполнения задания зрительного поиска. Экспериментальная психология. 2015. 2 (8): 21–35.</mixed-citation></ref><ref id="B6"><label>6.</label><mixed-citation>Velichkovsky B.B., Izmalkova A.I. Effect of verbal working memory load on eye movements in visual search. Experimental Psychology. 2015. 2 (8): 21–35.</mixed-citation></ref><ref id="B7"><label>7.</label><mixed-citation>Горюшко С.М., Самочадин А.В. Средства оценки уровня когнитивной нагрузки в процессе обучения. Компьютерные инструменты в образовании. 2018. 4: 35–44. doi:</mixed-citation></ref><ref id="B8"><label>8.</label><mixed-citation>Goryushko S.M., Samochadin A.V. Tools for Cognitive Load Evaluation in the Education Process. Computer tools in education, no. 4, pp. 35–44, 2018 (in Russian). https://doi.org/10.32603/2071-2340-4-35-44</mixed-citation></ref><ref id="B9"><label>9.</label><mixed-citation>Девятко И.Ф., Богданов М.Б., Лебедев Д.В. Динамика диаметра зрачка как индикатор когнитивной нагрузки респондента: методический эксперимент по сравнению CASI и P&amp;PSI вопросников. Вестник Российского университета дружбы народов. Серия: Социология. 2021. 21 (1): 36–49. https://doi.org/10.22363/2313-2272-2021-21-1-36-49</mixed-citation></ref><ref id="B10"><label>10.</label><mixed-citation>Deviatko I.F., Bogdanov M.B., Lebedev D.V. Pupil diameter dynamics as an indicator of the respondent’s cognitive load: Methodological experiment comparing CASI and P&amp;PSI // RUDN J. Sociology. 2021. 21 (1): 36–49. https://doi.org/10.22363/2313-2272-2021-21-1-36-49</mixed-citation></ref><ref id="B11"><label>11.</label><mixed-citation>Куцало А.Л., Цимбал М.В., Штейнберг Н.В., Хомич Д.С., Вареников М.Г., Волков В.В. Особенности бинокулярной динамической пупиллометрии у больных сахарным диабетом II типа. Практическая медицина. 2018. 16 (5): 162–167 https://doi.org/10.32000/2072-1757-2018-16-5-162-167</mixed-citation></ref><ref id="B12"><label>12.</label><mixed-citation>Kutsalo A.L, Tsimbal M.V., Shtejnberg N.V., Khomich D.S., Varenikov M.G., Volkov V.V. Features of binocular dynamic pupillometry in patients with type 2 diabetes mellitus. Practical Medicine. 2018. 16 (5): 162–167 https://doi.org/10.32000/2072-1757-2018-16-5-162-167</mixed-citation></ref><ref id="B13"><label>13.</label><mixed-citation>Ошоров А.В., Александрова Е.В., Мурадян К.Р., Сосновская О.Ю., Соколова Е.Ю., Савин И.А. Пупиллометрия как метод мониторинга фотореакции в нейрореанимации. Журн. “Вопросы нейрохирургии” имени Н.Н. Бурденко. 2021. 85 (3): 117 123. https://doi.org/10.17116/neiro202185031117</mixed-citation></ref><ref id="B14"><label>14.</label><mixed-citation>Oshorov A.V., Aleksandrova E.V., Muradyan K.R., Sosnovskaya O.Yu., Sokolova E.Yu., Savin I.A. Pupillometry as a method for monitoring of pupillary light reflex in ICU patients. Zhurnal Voprosy Neirokhirurgii Imeni N.N. Burdenko. 2021. 85 (3): 117 123. (In Russ., In Engl.). https://doi.org/10.17116/neiro202185031117</mixed-citation></ref><ref id="B15"><label>15.</label><mixed-citation>Походай М.Ю., Бермудес-Маргаретто Б., Штыров Ю.Ю., Мячиков А.В. Методика айтрекинга в психолингвистике и паралелльная регистрация с ЭЭГ. Журн. высшей нервной деятельности им. И.П. Павлова. 2022. 72 (5): 609–622. https://doi.org/10.31857/S0044467722050124</mixed-citation></ref><ref id="B16"><label>16.</label><mixed-citation>Pokhoday M., Bermudez-Margaretto B., Shtyrov Y., Myachykov A. Eye tracking application in psycholinguistic and parallel registration with EEG. Zhurnal Vysshei Nervnoi Deyatelnosti Imeni I.P. Pavlovathis link is disabled. 2022. 72 (5): 609–622. https://doi.org/10.31857/S0044467722050124</mixed-citation></ref><ref id="B17"><label>17.</label><mixed-citation>Пучкова А.Н., Ткаченко О.Н., Дорохов В.Б. Специфика динамики размера зрачка в процессе работы с арифметическими задачами. Социально-экологические технологии. 2017. 3: 80–91.</mixed-citation></ref><ref id="B18"><label>18.</label><mixed-citation>Puchkova A.N., Tkachenko O.N., Dorohov V.B. Specifics of pupil size dynamics in the process of working with arithmetic tasks. Environment and Human: Ecological Studies. 2017. 3: 80–91.</mixed-citation></ref><ref id="B19"><label>19.</label><mixed-citation>Романова Н.М., Рытик А.П., Самохина М.А., Скрипаль А.В., Усанов Д.А. Особенности глазодвигательных реакций человека при произнесении истинной и ложной информации. Известия Саратовского университета. Новая серия. Серия Философия. Психология. Педагогика. 2008. 8 (1): 65–73.</mixed-citation></ref><ref id="B20"><label>20.</label><mixed-citation>Romanova N.M., Rytik A.P., Samokhina M.A., Skripal A.V., Usanov D.A. The Peculiarities of Oculomotor Reactions of a Person Telling False or True Information. Izvestiya of Saratov University. Philosophy. Psychology. Pedagogy. 2008. 8 (1): 65–73.</mixed-citation></ref><ref id="B21"><label>21.</label><mixed-citation>Саховская Н.А., Фролов М.А., Казакова К.А., Колодкина М.Г. История развития пупиллографии и возможности ее применения в современной офтальмологии. Офтальмология. 2022. 19 (3): 475–481. https://doi.org/10.18008/1816-5095-2022-3-475-481</mixed-citation></ref><ref id="B22"><label>22.</label><mixed-citation>Sakhovskaya N.A., Frolov M.A., Kazakova K.A., Kolodkina M.G. The History of Pupillography and Possibility of Its Using in Modern Ophthalmology. Ophthalmology in Russia. 2022. 19 (3): 475–481. (In Russ.) https://doi.org/10.18008/1816-5095-2022-3-475-481</mixed-citation></ref><ref id="B23"><label>23.</label><mixed-citation>Aguillon-Hernandez N., Mofid Y, Latinus M., Roché L., Bufo M.R., Lemaire M., Malvy J., Martineau J., Wardak C., Bonnet-Brilhault F. The pupil: a window on social automatic processing in autism spectrum disorder children. J. Child Psychol Psychiatry. 2020. 61 (7): 768–778. https://doi.org/10.1111/jcpp.13170</mixed-citation></ref><ref id="B24"><label>24.</label><mixed-citation>Alhassan M., Hovis J.K., Almeida Q.J. Pupil light reflex in Parkinson’s disease patients with and without freezing of gait symptoms. Saudi J. Ophthalmol. 2022. 35 (4): 332–340. https://doi.org/10.4103/1319-4534.347306</mixed-citation></ref><ref id="B25"><label>25.</label><mixed-citation>Aminihajibashi S., Hagen T., Foldal M.D., Laeng B., Espeseth T. Individual differences in resting-state pupil size: Evidence for association between working memory capacity and pupil size variability. Int. J. Psychophysiol. 2019. 140: 1–7. https://doi.org/10.1016/j.ijpsycho.2019.03.007</mixed-citation></ref><ref id="B26"><label>26.</label><mixed-citation>Anderson C.J., Colombo J. Larger tonic pupil size in young children with autism spectrum disorder. Dev. Psychobiol. 2009. 51 (2): 207–11. https://doi.org/10.1002/dev.20352</mixed-citation></ref><ref id="B27"><label>27.</label><mixed-citation>Aston-Jones G., Cohen J.D. An integrative theory of locus coeruleus-norepinephrine function: adaptive gain and optimal performance. Annu Rev Neurosci. 2005. 28: 403–50. https://doi.org/10.1146/annurev.neuro.28.061604.135709</mixed-citation></ref><ref id="B28"><label>28.</label><mixed-citation>Beissner F., Meissner K., Bär K.J., Napadow V. The autonomic brain: an activation likelihood estimation meta-analysis for central processing of autonomic function. J. Neurosci. 2013. 33 (25): 10503-11. https://doi.org/10.1523/JNEUROSCI.1103-13.2013</mixed-citation></ref><ref id="B29"><label>29.</label><mixed-citation>Benarroch E. What Are Current Concepts on the Functional Organization of the Locus Coeruleus and Its Role in Cognition and Neurodegeneration? Neurology. 2023. 100 (3): 132–137. https://doi.org/10.1212/WNL.0000000000206736</mixed-citation></ref><ref id="B30"><label>30.</label><mixed-citation>Bouma H., Baghuis L.C.J. Hippus of the pupil: periods of slow oscillations of unknown origin. Vision Research. 1971. 11 (11): 1345–1351. https://doi.org/10.1016/0042-6989(71)90016-2</mixed-citation></ref><ref id="B31"><label>31.</label><mixed-citation>Bower M.M., Sweidan A.J., Xu J.C., Stern-Neze S, Yu W., Groysman L.I. Quantitative Pupillometry in the Intensive Care Unit. J. Intensive Care Med. 2021. 36 (4): 383–391. doi: 10.1177/0885066619881124. Epub 2019 Oct 10. PMID: 31601157.</mixed-citation></ref><ref id="B32"><label>32.</label><mixed-citation>Bradley M.M., Sapigao R.G., Lang P.J. Sympathetic ANS modulation of pupil diameter in emotional scene perception: Effects of hedonic content, brightness, and contrast. Psychophysiology. 2017. 54 (10): 1419–1435. https://doi.org/10.1111/psyp.12890</mixed-citation></ref><ref id="B33"><label>33.</label><mixed-citation>Brown V.A., McLaughlin D.J., Strand J.F., Van Engen K.J. Rapid adaptation to fully intelligible nonnative-accented speech reduces listening effort. Quarterly J. Experimental Psychology. 2020. 73 (9): 1431–1443. https://doi.org/10.1177/1747021820916726</mixed-citation></ref><ref id="B34"><label>34.</label><mixed-citation>Bufo M.R., Guidotti M., De Faria C., Mofid Y., Bonnet-Brilhault F., Wardak C., Aguillon-Hernandez N. Autonomic tone in children and adults: Pupillary, electrodermal and cardiac activity at rest. Int. J. Psychophysiol. 2022. 180: 68–78. https://doi.org/10.1016/j.ijpsycho.2022.07.009</mixed-citation></ref><ref id="B35"><label>35.</label><mixed-citation>Burkhouse K.L., Siegle G.J., Gibb B.E. Pupillary reactivity to emotional stimuli in children of depressed and anxious mothers. J. Child Psychol Psychiatry. 2014. 55 (9): 1009-16. https://doi.org/10.1111/jcpp.12225</mixed-citation></ref><ref id="B36"><label>36.</label><mixed-citation>Chougule P.S., Najjar R.P., Finkelstein M.T., Kandiah N., Milea D. Light-Induced Pupillary Responses in Alzheimer’s Disease. Front Neurol. 2019. 10: 360. https://doi.org/10.3389/fneur.2019.00360</mixed-citation></ref><ref id="B37"><label>37.</label><mixed-citation>Cohen J.R., Thakur H., Burkhouse K.L., Gibb B.E. A multimethod screening approach for pediatric depression onset: An incremental validity study. J. Consult Clin Psychol. 2019. 87 (2): 184–197. https://doi.org/10.1037/ccp0000364</mixed-citation></ref><ref id="B38"><label>38.</label><mixed-citation>Czerniak J.N., Schierhorst N., Brandl C., Mertens A., Schwalm M., Nitsch V. A meta-analytic review of the reliability of the Index of Cognitive Activity concerning task-evoked cognitive workload and light influences. Acta Psychol (Amst). 2021. 220: 103402. https://doi.org/10.1016/j.actpsy.2021.103402</mixed-citation></ref><ref id="B39"><label>39.</label><mixed-citation>de Vries L., Fouquaet I., Boets B., Naulaers G., Steyaert J. Autism spectrum disorder and pupillometry: A systematic review and meta-analysis. Neurosci Biobehav Rev. 2021. 120: 479–508. https://doi.org/10.1016/j.neubiorev.2020.09.032</mixed-citation></ref><ref id="B40"><label>40.</label><mixed-citation>Daniel M., Charier D., Pereira B., Pachcinski M., Sharshar T., Molliex S. Prognosis value of pupillometry in COVID-19 patients admitted in intensive care unit. Auton Neurosci. 2022. 245: 103057. https://doi.org/10.1016/j.autneu.2022.103057</mixed-citation></ref><ref id="B41"><label>41.</label><mixed-citation>de Rodez Benavent S.A, Nygaard G.O., Harbo H.F., Tønnesen S., Sowa P., Landrø N.I., Wendel-Haga M., Etholm L., Nilsen K.B., Drolsum L., Kerty E., Celius E.G., Laeng B. Fatigue and cognition: Pupillary responses to problem-solving in early multiple sclerosis patients. Brain Behav. 2017. 7 (7): e00717. https://doi.org/10.1002/brb3.717</mixed-citation></ref><ref id="B42"><label>42.</label><mixed-citation>De Zorzi L., Ranfaing S., Honoré J., Sequeira H. Autonomic reactivity to emotion: A marker of sub-clinical anxiety and depression symptoms? Psychophysiology. 2021. 58 (4): e13774. https://doi.org/10.1111/psyp.13774</mixed-citation></ref><ref id="B43"><label>43.</label><mixed-citation>DiCriscio A.S., Troiani V. Pupil adaptation corresponds to quantitative measures of autism traits in children. Sci. Rep. 2017. 7 (1): 6476. https://doi.org/10.1038/s41598-017-06829-1</mixed-citation></ref><ref id="B44"><label>44.</label><mixed-citation>DiNuzzo M., Mascali D., Moraschi M., Bussu G., Maugeri L., Mangini F., Fratini M., Giove F. Brain Networks Underlying Eye’s Pupil Dynamics. Front Neurosci. 2019. 13: 965. https://doi.org/10.3389/fnins.2019.00965</mixed-citation></ref><ref id="B45"><label>45.</label><mixed-citation>Douglas V.P., Douglas K.A.A., Cestari D.M. Ophthalmic manifestations of dementing disorders. Curr Opin Ophthalmol. 2021. 32 (6): 515–520. https://doi.org/10.1097/ICU.0000000000000807</mixed-citation></ref><ref id="B46"><label>46.</label><mixed-citation>Ebitz R.B., Moore T. Selective Modulation of the Pupil Light Reflex by Microstimulation of Prefrontal Cortex. J. Neurosci. 2017. 37 (19): 5008–5018. https://doi.org/10.1523/JNEUROSCI.2433-16.2017</mixed-citation></ref><ref id="B47"><label>47.</label><mixed-citation>El Haj M., Chapelet G., Moustafa A.A., Boutoleau-Bretonnière C. Pupil size as an indicator of cognitive activity in mild Alzheimer’s disease. EXCLI J. 2022. 21: 307–316. https://doi.org/10.17179/excli2021-4568</mixed-citation></ref><ref id="B48"><label>48.</label><mixed-citation>Fan X., Miles J.H., Takahashi N., Yao G. Abnormal transient pupillary light reflex in individuals with autism spectrum disorders. J. Autism Dev. Disord. 2009. 39 (11): 1499–508. https://doi.org/10.1007/s10803-009-0767-7</mixed-citation></ref><ref id="B49"><label>49.</label><mixed-citation>Fattal J., Brascamp J.W., Slate R.E., Lehet M., Achtyes E.D., Thakkar K.N. Blunted pupil light reflex is associated with negative symptoms and working memory in individuals with schizophrenia. Schizophr Res. 2022. 248: 254–262. Epub 2022 Sep 14.https://doi.org/10.1016/j.schres.2022.09.019</mixed-citation></ref><ref id="B50"><label>50.</label><mixed-citation>Ferencová N., Višňovcová Z., Bona Olexová L., Tonhajzerová I. Eye pupil – a window into central autonomic regulation via emotional/cognitive processing. Physiol Res. 2021. 70(Suppl4): S669–S682. https://doi.org/10.33549/physiolres.934749</mixed-citation></ref><ref id="B51"><label>51.</label><mixed-citation>Guath M., Willfors C., Björlin Avdic H., Nordgren A., Kleberg J.L. Pupillary response in reward processing in adults with major depressive disorder in remission. J. Int. Neuropsychol. Soc. 2022 May. 12: 1–10. https://doi.org/10.1017/S1355617722000224</mixed-citation></ref><ref id="B52"><label>52.</label><mixed-citation>Gusso M.M., Serur G., Nohama P. Pupil Reactions to Tactile Stimulation: A Systematic Review. Front Neurosci. 2021. 15: 610841. https://doi.org/10.3389/fnins.2021.610841</mixed-citation></ref><ref id="B53"><label>53.</label><mixed-citation>Joshi S., Gold J.I. Pupil Size as a Window on Neural Substrates of Cognition. Trends Cogn Sci. 2020. 24 (6): 466–480. https://doi.org/10.1016/j.tics.2020.03.005</mixed-citation></ref><ref id="B54"><label>54.</label><mixed-citation>Joshi S., Li Y., Kalwani R.M., Gold J.I. Relationships between Pupil Diameter and Neuronal Activity in the Locus Coeruleus, Colliculi, and Cingulate Cortex. Neuron. 2016. 89 (1): 221–34. https://doi.org/10.1016/j.neuron.2015.11.028</mixed-citation></ref><ref id="B55"><label>55.</label><mixed-citation>Henderson R.R., Bradley M.M., Lang P.J. Modulation of the initial light reflex during affective picture viewing. Psychophysiology. 2014. 51 (9): 815–8. https://doi.org/10.1111/psyp.12236</mixed-citation></ref><ref id="B56"><label>56.</label><mixed-citation>Keil V., Hepach R., Vierrath S., Caffier D., Tuschen-Caffier B., Klein C., Schmitz J. Children with social anxiety disorder show blunted pupillary reactivity and altered eye contact processing in response to emotional faces: Insights from pupillometry and eye movements. J. Anxiety Disord. 2018. 58: 61–69. https://doi.org/10.1016/j.janxdis.2018.07.001</mixed-citation></ref><ref id="B57"><label>57.</label><mixed-citation>Kleberg J.L., Hanqvist C., Serlachius E., Högström J. Pupil dilation to emotional expressions in adolescent social anxiety disorder is related to treatment outcome. J Anxiety Disord. 2019. 65: 26–33. https://doi.org/10.1016/j.janxdis.2019.04.006</mixed-citation></ref><ref id="B58"><label>58.</label><mixed-citation>Kumano H., Nobukawa S., Shirama A., Takahashi T., Takeda T., Ohta H., Kikuchi M., Iwanami A., Kato N., Toda S. Asymmetric Complexity in a Pupil Control Model With Laterally Imbalanced Neural Activity in the Locus Coeruleus: A Potential Biomarker for Attention-Deficit/Hyperactivity Disorder. Neural Comput. 2022. 34 (12): 2388–2407. PMID: 3623044.</mixed-citation></ref><ref id="B59"><label>59.</label><mixed-citation>Laeng B., Ørbo M., Holmlund T., Miozzo M. Pupillary Stroop effects. Cognitive Processing. 2011. 12 (1): 13–21. https://doi.org/10.1007/s10339-010-0370-z</mixed-citation></ref><ref id="B60"><label>60.</label><mixed-citation>Lawson R.P., Mathys C., Rees G. Adults with autism overestimate the volatility of the sensory environment. Nat Neurosci. 2017. 20 (9): 1293–1299. https://doi.org/10.1038/nn.4615</mixed-citation></ref><ref id="B61"><label>61.</label><mixed-citation>Lustig-Barzelay Y., Sher I., Sharvit-Ginon I., Feldman Y., Mrejen M., Dallasheh S., Livny A., Schnaider Beeri M., Weller A., Ravona-Springer R., Rotenstreich Y. Machine learning for comprehensive prediction of high risk for Alzheimer’s disease based on chromatic pupilloperimetry. Sci. Rep. 2022. 12 (1): 9945. https://doi.org/10.1038/s41598-022-13999-0</mixed-citation></ref><ref id="B62"><label>62.</label><mixed-citation>Mäki-Marttunen V. Pupil-based States of Brain Integration across Cognitive States. Neuroscience. 2021. 471: 61–71. Epub 2021 Jul 23.https://doi.org/10.1016/j.neuroscience.2021.07.016</mixed-citation></ref><ref id="B63"><label>63.</label><mixed-citation>Martineau J., Hernandez N., Hiebel L., Roché L., Metzger A., Bonnet-Brilhault F. Can pupil size and pupil responses during visual scanning contribute to the diagnosis of autism spectrum disorder in children? J. Psychiatr Res. 2011. 45 (8): 1077–82. https://doi.org/10.1016/j.jpsychires.2011.01.008</mixed-citation></ref><ref id="B64"><label>64.</label><mixed-citation>Marzouki Y., Dusaucy V., Chanceaux M., Mathôt S. The World (of Warcraft) through the eyes of an expert. PeerJ. 2017. 5: e3783. https://doi.org/10.7717/peerj.3783</mixed-citation></ref><ref id="B65"><label>65.</label><mixed-citation>Mathôt S. Pupillometry: Psychology, Physiology, and Function. J. Cogn. 2018. 1 (1): 16. https://doi.org/10.5334/joc.18</mixed-citation></ref><ref id="B66"><label>66.</label><mixed-citation>McKendrick R., Harwood A. Cognitive Workload and Workload Transitions Elicit Curvilinear Hemodynamics During Spatial Working Memory. Front Hum Neurosci. 2019. 13: 405. https://doi.org/10.3389/fnhum.2019.00405</mixed-citation></ref><ref id="B67"><label>67.</label><mixed-citation>Mestanikova A., Ondrejka I., Mestanik M., Cesnekova D., Visnovcova Z., Bujnakova I., Oppa M., Calkovska A., Tonhajzerova I. Pupillary light reflex is altered in adolescent depression. Physiol Res. 2017. 66 (Suppl 2): S277–S284. https://doi.org/10.33549/physiolres.933683</mixed-citation></ref><ref id="B68"><label>68.</label><mixed-citation>Miller A.L., Gross M.P., Unsworth N. Individual differences in working memory capacity and long-term memory: The influence of intensity of attention to items at encoding as measured by pupil dilation. J. Memory and Language. 2019. 104: 25–42. https://doi.org/10.1016/j.jml.2018.09.005</mixed-citation></ref><ref id="B69"><label>69.</label><mixed-citation>Morad Y., Lemberg H., Yofe N., Dagan Y. Pupillography as an objective indicator of fatigue. Current Eye Research. 2000. 21 (1): 535–542. https://doi.org/10.1076/0271-3683(200007)2111-ZFT535</mixed-citation></ref><ref id="B70"><label>70.</label><mixed-citation>Oh A.J., Amore G., Sultan W., Asanad S., Park J.C., Romagnoli M., La Morgia C., Karanjia R., Harrington M.G., Sadun A.A. Pupillometry evaluation of melanopsin retinal ganglion cell function and sleep-wake activity in pre-symptomatic Alzheimer’s disease. PLoS One. 2019. 14 (12): e0226197. Erratum in: PLoS One. 2020 Feb 27. 15 (2): e0230061.https://doi.org/10.1371/journal.pone.0226197</mixed-citation></ref><ref id="B71"><label>71.</label><mixed-citation>Park K.W., Choi N., Ryu H.S., Kim M.S., Lee E.J., Chung S.J. Pupillary dysfunction of multiple system atrophy: Dynamic pupillometric findings and clinical correlations. Parkinsonism Relat Disord. 2019. 65: 234–237. https://doi.org/10.1016/j.parkreldis.2019.05.003</mixed-citation></ref><ref id="B72"><label>72.</label><mixed-citation>Peinkhofer C., Knudsen G.M., Moretti R., Kondziella D. Cortical modulation of pupillary function: systematic review. PeerJ. 2019. 7: e6882. https://doi.org/10.7717/peerj.6882</mixed-citation></ref><ref id="B73"><label>73.</label><mixed-citation>Portugal A.M., Taylor M.J., Viktorsson C., Nyström P., Li D., Tammimies K., Ronald A., Falck-Ytter T. Pupil size and pupillary light reflex in early infancy: heritability and link to genetic liability to schizophrenia. J Child Psychol Psychiatry. 2022. 63 (9): 1068–1077. Epub 2021 Dec 23.https://doi.org/10.1111/jcpp.13564</mixed-citation></ref><ref id="B74"><label>74.</label><mixed-citation>Posner M.I., Snyder C.R., Solso R. Attention and cognitive control. Cognitive psychology: Key readings. 2004. 205: 55–85.</mixed-citation></ref><ref id="B75"><label>75.</label><mixed-citation>Price R.B., Rosen D., Siegle G.J., Ladouceur C.D., Tang K., Allen K.B., Ryan N.D., Dahl R.E., Forbes E.E., Silk J.S. From anxious youth to depressed adolescents: Prospective prediction of 2-year depression symptoms via attentional bias measures. J. Abnorm Psychol. 2016 Feb. 125 (2): 267–278. https://doi.org/10.1037/abn0000127</mixed-citation></ref><ref id="B76"><label>76.</label><mixed-citation>Quadt L., Critchley H., Nagai Y. Cognition, emotion, and the central autonomic network. Auton Neurosci. 2022. 238: 102948. doi: 10.1016/j.autneu.2022.102948. Epub ahead of print. PMID: 35149372.</mixed-citation></ref><ref id="B77"><label>77.</label><mixed-citation>Richardson D.C., Dale R., Spivey M.J. Eye movements in language and cognition. Methods in cognitive linguistics. 2007. 18: 323–344.</mixed-citation></ref><ref id="B78"><label>78.</label><mixed-citation>Robison M.K., Coyne J.T., Sibley C., Brown N.L., Neilson B., Foroughi C. An examination of relations between baseline pupil measures and cognitive abilities. Psychophysiology. 2022. 59 (12): e14124. https://doi.org/10.1111/psyp.14124</mixed-citation></ref><ref id="B79"><label>79.</label><mixed-citation>Romagnoli M., Stanzani Maserati M., De Matteis M., Capellari S., Carbonelli M., Amore G., Cantalupo G., Zenesini C., Liguori R., Sadun A.A., Carelli V., Park J.C., La Morgia C. Chromatic Pupillometry Findings in Alzheimer’s Disease. Front Neurosci. 2020. 14: 780. https://doi.org/10.3389/fnins.2020.00780</mixed-citation></ref><ref id="B80"><label>80.</label><mixed-citation>Rondeel E.W., van Steenbergen H., Holland R.W., van Knippenberg A. A closer look at cognitive control: differences in resource allocation during updating, inhibition and switching as revealed by pupillometry. Front Hum Neurosci. 2015. 9: 494. https://doi.org/10.3389/fnhum.2015.00494</mixed-citation></ref><ref id="B81"><label>81.</label><mixed-citation>Siegle G.J., Steinhauer S.R., Carter C.S., Ramel W., Thase M.E. Do the Seconds Turn Into Hours? Relationships between Sustained Pupil Dilation in Response to Emotional Information and Self-Reported Rumination. Cognitive Therapy and Research. 2003. 27: 365–382. https://doi.org/10.1023/A:1023974602357</mixed-citation></ref><ref id="B82"><label>82.</label><mixed-citation>Schneider M., Hathway P., Leuchs L., Sämann P.G., Czisch M., Spoormaker V.I. Spontaneous pupil dilations during the resting state are associated with activation of the salience network. Neuroimage. 2016. 139: 189–201. https://doi.org/10.1016/j.neuroimage.2016.06.011</mixed-citation></ref><ref id="B83"><label>83.</label><mixed-citation>Shic F., Naples A.J., Barney E.C., Chang S.A., Li B., McAllister T., Kim M., Dommer K.J., Hasselmo S., Atyabi A., Wang Q., Helleman G., Levin A.R., Seow H., Bernier R., Charwaska K., Dawson G., Dziura J., Faja S., Jeste S.S., Johnson S.P., Murias M., Nelson C.A., Sabatos-DeVito M., Senturk D., Sugar C.A., Webb S.J., McPartland J.C. The autism biomarkers consortium for clinical trials: evaluation of a battery of candidate eye-tracking biomarkers for use in autism clinical trials. Mol Autism. 2022. 13 (1): 15. https://doi.org/10.1186/s13229-021-00482-2</mixed-citation></ref><ref id="B84"><label>84.</label><mixed-citation>Skaramagkas V., Giannakakis G., Ktistakis E., Manousos D., Karatzanis I., Tachos N., Tripoliti E.E., Marias K., Fotiadis D.I., Tsiknakis M. Review of eye tracking metrics involved in emotional and cognitive processes. IEEE Rev Biomed Eng. 2021. PP. https://doi.org/10.1109/RBME.2021.3066072</mixed-citation></ref><ref id="B85"><label>85.</label><mixed-citation>Sklerov M., Dayan E., Browner N. Functional neuroimaging of the central autonomic network: recent developments and clinical implications. Clin Auton Res. 2019. 29 (6): 555–566. Epub 2018 Nov 23.https://doi.org/10.1007/s10286-018-0577-0</mixed-citation></ref><ref id="B86"><label>86.</label><mixed-citation>Sperandio I., Bond N., Binda P. Pupil Size as a Gateway Into Conscious Interpretation of Brightness. Front Neurol. 2018. 9: 1070. https://doi.org/10.3389/fneur.2018.01070</mixed-citation></ref><ref id="B87"><label>87.</label><mixed-citation>Steinhauer S.R., Siegle G.J., Condray R., Pless M. Sympathetic and parasympathetic innervation of pupillary dilation during sustained processing. Int. J. Psychophysiol. 2004. 52 (1): 77–86. https://doi.org/10.1016/j.ijpsycho.2003.12.005</mixed-citation></ref><ref id="B88"><label>88.</label><mixed-citation>Strauch C., Wang C.A., Einhäuser W., Van der Stigchel S., Naber M. Pupillometry as an integrated readout of distinct attentional networks. Trends Neurosci. 2022. 45 (8): 635–647. https://doi.org/10.1016/j.tins.2022.05.003</mixed-citation></ref><ref id="B89"><label>89.</label><mixed-citation>Sulutvedt U., Mannix T.K., Laeng B. Gaze and the Eye Pupil Adjust to Imagined Size and Distance. Cogn Sci. 2018. 42 (8): 3159–3176. https://doi.org/10.1111/cogs.12684</mixed-citation></ref><ref id="B90"><label>90.</label><mixed-citation>Sweller J. Element interactivity and intrinsic, extraneous, and germane cognitive load. Educational psychology review. 2010. 22 (2): 123–138. https://doi.org/10.1007/s10648-010-9128-510</mixed-citation></ref><ref id="B91"><label>91.</label><mixed-citation>Sweller J. Cognitive load during problem solving: Effects on learning. Cognitive science. 1988. 12 (2): 257–285. https://doi.org/10.1016/0364-0213(88)90023-7</mixed-citation></ref><ref id="B92"><label>92.</label><mixed-citation>Szabadi E. Functional neuroanatomy of the central noradrenergic system. J Psychopharmacol. 2013. 27 (8): 659–93. Epub 2013 Jun 12. Erratum in: J. Psychopharmacol. 2013 Oct. 27 (10): 964.https://doi.org/10.1177/0269881113490326</mixed-citation></ref><ref id="B93"><label>93.</label><mixed-citation>Tsitsi P., Benfatto M.N., Seimyr G.Ö., Larsson O., Svenningsson P., Markaki I. Fixation Duration and Pupil Size as Diagnostic Tools in Parkinson’s Disease. J. Parkinsons Dis. 2021. 11 (2): 865–875. https://doi.org/10.3233/JPD-202427</mixed-citation></ref><ref id="B94"><label>94.</label><mixed-citation>Tsukahara J.S., Engle R.W. Is baseline pupil size related to cognitive ability? Yes (under proper lighting conditions). Cognition. 2021. 211: 104643. https://doi.org/10.1016/j.cognition.2021.104643</mixed-citation></ref><ref id="B95"><label>95.</label><mixed-citation>Turnbull P.R., Irani N., Lim N., Phillips J.R. Origins of Pupillary Hippus in the Autonomic Nervous System. Invest Ophthalmol Vis Sci. 2017. 58 (1): 197–203. https://doi.org/10.1167/iovs.16-20785</mixed-citation></ref><ref id="B96"><label>96.</label><mixed-citation>Van Engen K.J., McLaughlin D.J. Eyes and ears: Using eye tracking and pupillometry to understand challenges to speech recognition. Hearing Research. 2018. 369: 56–66.</mixed-citation></ref><ref id="B97"><label>97.</label><mixed-citation>Van Gerven P., Paas F., Van Merrienboer J., Schmidt H. Memory load and the cognitive pupillary response in aging. Psychophysiology. 2014. 41 (2): 167–174. https://doi.org/10.1111/j.1469-8986.2003.00148.x</mixed-citation></ref><ref id="B98"><label>98.</label><mixed-citation>Viglione A., Mazziotti R., Pizzorusso T. From pupil to the brain: New insights for studying cortical plasticity through pupillometry. Front Neural Circuits. 2023. 17: 1151847. PMID: 37063384; PMCID: PMC10102476.https://doi.org/10.3389/fncir.2023.115184737063384</mixed-citation></ref><ref id="B99"><label>99.</label><mixed-citation>Vogels J., Demberg V., Kray J. The Index of Cognitive Activity as a Measure of Cognitive Processing Load in Dual Task Settings. Front Psychol. 2018. 9: 2276. https://doi.org/10.3389/fpsyg.2018.02276</mixed-citation></ref><ref id="B100"><label>100.</label><mixed-citation>Wang C.A., Boehnke S.E., Itti L., Munoz D.P. Transient pupil response is modulated by contrast-based saliency. J. Neurosci. 2014. 34 (2): 408–17. https://doi.org/10.1523/JNEUROSCI.3550-13.2014</mixed-citation></ref><ref id="B101"><label>101.</label><mixed-citation>Wang C.A., Munoz D.P. A circuit for pupil orienting responses: implications for cognitive modulation of pupil size. Curr Opin Neurobiol. 2015. 33: 134–40. https://doi.org/10.1016/j.conb.2015.03.018</mixed-citation></ref><ref id="B102"><label>102.</label><mixed-citation>Wanyan X., Zhuang D., Zhang H. Improving pilot mental workload evaluation with combined measures. Biomed Mater Eng. 2014. 24 (6): 2283–90. https://doi.org/10.3233/BME-141041</mixed-citation></ref><ref id="B103"><label>103.</label><mixed-citation>Wierwille W.W., Eggemeier F.T. Recommendations for Mental Workload Measurement in a Test and Evaluation Environment. Human Factors. 1993. 35 (2): 263–281. https://doi.org/10.1177/001872089303500205</mixed-citation></ref><ref id="B104"><label>104.</label><mixed-citation>White O., French R.M. Pupil Diameter May Reflect Motor Control and Learning. J. Mot. Behav. 2017. 49 (2): 141–149. https://doi.org/10.1080/00222895.2016.1161593</mixed-citation></ref><ref id="B105"><label>105.</label><mixed-citation>Wu F., Zhao Y., Zhang H. Ocular Autonomic Nervous System: An Update from Anatomy to Physiological Functions. Vision (Basel). 2022. 6 (1): 6. https://doi.org/10.3390/vision6010006</mixed-citation></ref><ref id="B106"><label>106.</label><mixed-citation>Yeung M.K., Lee T.L., Han Y.M.Y., Chan A.S. Prefrontal activation and pupil dilation during n-back task performance: A combined fNIRS and pupillometry study. Neuropsychologia, 2021. 159: 107954. https://doi.org/10.1016/j.neuropsychologia.2021.10-7954</mixed-citation></ref><ref id="B107"><label>107.</label><mixed-citation>Yokoi A., Weiler J. Pupil diameter tracked during motor adaptation in humans. J. Neurophysiol. 2022. 128 (5): 1224–1243. https://doi.org/10.1152/jn.00021.2022</mixed-citation></ref><ref id="B108"><label>108.</label><mixed-citation>You S., Hong J.H., Yoo J. Analysis of pupillometer results according to disease stage in patients with Parkinson’s disease. Sci Rep. 2021. 11 (1): 17880. https://doi.org/10.1038/s41598-021-97599-4</mixed-citation></ref></ref-list></back></article>
