Pupil diameter tracked during motor adaptation in humans

被引:12
|
作者
Yokoi, Atsushi [1 ,2 ,5 ]
Weiler, Jeffrey [3 ,4 ,5 ,6 ]
机构
[1] Natl Inst Informat & Commun Technol, Adv ICT Res Inst, Ctr Informat & Neural Networks, Suita, Japan
[2] Osaka Univ, Grad Sch Frontier Biosci, Suita, Japan
[3] Western Univ, Schulich Sch Med & Dent, London, ON, Canada
[4] Parkwood Inst, Gray Ctr Mobil & Act, London, ON, Canada
[5] Western Univ, Brain & Mind Inst, London, ON, Canada
[6] Western Univ, Dept Physiol & Pharmacol, London, ON, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
force fi eld; motor learning; pupil dilation; reaching; VISUOMOTOR ADAPTATION; EXPLICIT STRATEGY; UNSTABLE DYNAMICS; ADAPTIVE GAIN; MOVEMENT; IMPLICIT; NEURONS; MEMORY; ERROR; MODEL;
D O I
10.1152/jn.00021.2022
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Pupil diameter, under constant illumination, is known to reflect individuals' internal states, such as surprise about observation and environmental uncertainty. Despite the growing use of pupillometry in cognitive learning studies as an additional measure for examining internal states, few studies have used pupillometry in human motor learning studies. Here, we provide the first detailed characterization of pupil diameter changes in a short-term reach adaptation paradigm. We measured pupil changes in 121 human participants while they adapted to abrupt, gradual, or switching force field conditions. Sudden increases in movement error caused by the introduction/reversal of the force field resulted in strong phasic pupil dilation during movement accompanied by a transient increase in tonic premovement baseline pupil diameter in subsequent trials. In contrast, pupil responses were reduced when the force field was gradually introduced, indicating that large, unexpected errors drove the changes in pupil responses. Interestingly, however, error-induced pupil responses gradually became insensitive after experiencing multiple force field reversals. We also found an association between baseline pupil diameter and incidental knowledge of the gradually intro-duced perturbation. Finally, in all experiments, we found a strong co-occurrence of larger baseline pupil diameter with slower reaction and movement times after each rest break. Collectively, these results suggest that tonic baseline pupil diameter reflects one's belief about environmental uncertainty, whereas phasic pupil dilation during movement reflects surprise about a sensory outcome (i.e., movement error), and both effects are modulated by novelty. Our results provide a new approach for nonverbally assessing participants' internal states during motor learning. NEW & NOTEWORTHY Pupil diameter is known as a noninvasive window into individuals' internal states. Despite the growing use of pupillometry in cognitive learning studies, it receives little attention in motor learning studies. Here, we characterized the pupil responses in a short-term reach adaptation paradigm by measuring pupil diameter of human participants while they adapted to abrupt, gradual, or switching force field conditions. Our results demonstrate how surprise and uncertainty reflected in pupil diameter develop during motor adaptation.
引用
收藏
页码:1224 / 1243
页数:20
相关论文
共 50 条
  • [1] The effect of motor task precision on pupil diameter
    Fletcher, Kingsley
    Neal, Andrew
    Yeo, Gillian
    APPLIED ERGONOMICS, 2017, 65 : 309 - 315
  • [2] The effects of awareness of the perturbation during motor adaptation on hand localization
    Modchalingam, Shanaathanan
    Vachon, Chad Michael
    't Hart, Bernard Marius
    Henriques, Denise Y. P.
    PLOS ONE, 2019, 14 (08):
  • [3] Pupil Diameter May Reflect Motor Control and Learning
    White, Olivier
    French, Robert M.
    JOURNAL OF MOTOR BEHAVIOR, 2017, 49 (02) : 141 - 149
  • [4] Effect of Intensity of Dynamic Exercise on Pupil Diameter in Humans
    Hayashi, Naoyuki
    Someya, Nami
    Fukuba, Yoshiyuki
    JOURNAL OF PHYSIOLOGICAL ANTHROPOLOGY, 2010, 29 (03) : 119 - 122
  • [5] Persistent Residual Errors in Motor Adaptation Tasks: Reversion to Baseline and Exploratory Escape
    Vaswani, Pavan A.
    Shmuelof, Lior
    Haith, Adrian M.
    Delnicki, Raymond J.
    Huang, Vincent S.
    Mazzoni, Pietro
    Shadmehr, Reza
    Krakauer, John W.
    JOURNAL OF NEUROSCIENCE, 2015, 35 (17) : 6969 - 6977
  • [6] Formation of model-free motor memories during motor adaptation depends on perturbation schedule
    de Xivry, Jean-Jacques Orban
    Lefevre, Philippe
    JOURNAL OF NEUROPHYSIOLOGY, 2015, 113 (07) : 2733 - 2741
  • [7] Pupil Diameter Tracks Lapses of Attention
    van den Brink, Ruud L.
    Murphy, Peter R.
    Nieuwenhuis, Sander
    PLOS ONE, 2016, 11 (10):
  • [8] Altered tuning in primary motor cortex does not account for behavioral adaptation during force field learning
    Perich, Matthew G.
    Miller, Lee E.
    EXPERIMENTAL BRAIN RESEARCH, 2017, 235 (09) : 2689 - 2704
  • [9] Respiratory fluctuations in pupil diameter are not maintained during cognitive tasks
    Nakamura, Nozomu H.
    Fukunaga, Masaki
    Oku, Yoshitaka
    RESPIRATORY PHYSIOLOGY & NEUROBIOLOGY, 2019, 265 : 68 - 75
  • [10] Cortical Processing during Dynamic Motor Adaptation
    Overduin, Simon A.
    Richardson, Andrew G.
    Bizzi, Emilio
    PROGRESS IN MOTOR CONTROL: A MULTIDISCIPLINARY PERSPECTIVE, 2009, 629 : 423 - 438