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Scott MTW, Wade AR, Baseler HA. Measuring the effects of age on foveal surround suppression of contrast. Ophthalmic Physiol Opt 2025; 45:644-655. [PMID: 40095375 DOI: 10.1111/opo.13488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Revised: 02/13/2025] [Accepted: 02/28/2025] [Indexed: 03/19/2025]
Abstract
PURPOSE The apparent contrast of a visible central grating can be reduced by the presence of a surrounding grating-an effect known as surround suppression of contrast. Surround suppression is strong when the orientation of the surround matches that of the central probe and is strongest in the periphery. There is evidence that surround suppression at the fovea increases in strength with age, and that the orientation dependence of surround suppression is weakened. However, the range of visual stimuli that can produce this effect (and the implicated underlying mechanisms) requires further examination. This study aimed to characterise surround suppression at the fovea and its dependence on age. Visual stimuli with previously unexplored spatiotemporal parameters were used, designed to minimise contributions from spatially short-range overlay masking and temporally transient masking mechanisms. METHODS In 20 younger (<30 years) and 17 older (>60 years) observers, psychophysical contrast-matching thresholds were measured using stimuli centred on the fovea. Grating stimuli were presented with either no surround, a collinearly oriented surround or an orthogonally oriented surround. Using a staircase procedure, observers matched the contrast of these central target stimuli to the contrast of a separate reference stimulus. The points of subjective equality between target and reference stimuli were compared between the two surround orientations and between younger and older age groups. RESULTS Across all observers, weak foveal surround suppression was found that had little orientation tuning. No evidence for the strength of surround suppression increasing with age is reported. CONCLUSIONS These findings suggest that the age-related effects of surround suppression may be dependent on the spatiotemporal parameters of the stimulus used and encourage further exploration of the contrast masking mechanisms affected by age. The mild and weakly orientation-tuned suppression may have been produced by a weak and temporally sustained suppression mechanism.
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Affiliation(s)
- Martin T W Scott
- Department of Psychology, The University of York, York, UK
- Department of Psychology, Stanford University, Stanford, California, USA
| | - Alex R Wade
- Department of Psychology, The University of York, York, UK
- York Biomedical Research Institute, The University of York, York, UK
| | - Heidi A Baseler
- Department of Psychology, The University of York, York, UK
- York Biomedical Research Institute, The University of York, York, UK
- Hull York Medical School, The University of York, York, UK
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2
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Obukhova TS, Stroganova TA, Artemenko AR, Petrokovskaia AV, Orekhova EV. Directional Motion Sensitivity in Visual Snow Syndrome and Its Relation to Trailing-Type Palinopsia. Invest Ophthalmol Vis Sci 2025; 66:24. [PMID: 40208580 PMCID: PMC11993129 DOI: 10.1167/iovs.66.4.24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2024] [Accepted: 03/11/2025] [Indexed: 04/11/2025] Open
Abstract
Purpose Visual Snow Syndrome (VSS) is characterized by visual perceptual distortions, potentially linked to increased neural excitability and/or decreased inhibition in the visual cortex. If present, these putative physiological abnormalities may alter motion direction sensitivity. Trailing-type palinopsia (TTP), commonly associated with VSS, may further affect motion sensitivity. This study aimed to investigate the sensitivity to direction of motion and its dependence on stimulus size in patients with VSS using the Spatial Suppression paradigm. Methods We assessed motion duration discrimination thresholds for small (1 degree), medium (2.5 degrees), and large (12 degrees) high-contrast gratings in 23 patients with VSS and 27 healthy control participants. The Spatial Suppression Index (SSI) quantified size-dependent increases in duration thresholds. Visual Discomfort Questionnaire scores and VSS symptom ratings, including TTP, afterimages, photophobia, etc., were also collected. Results Patients with VSS reported higher visual discomfort and perceptual disturbances, but no group differences were found in duration thresholds or SSI. Notably, higher TTP scores were associated with lower duration thresholds, indicating a facilitatory effect of TTP on sensitivity to direction of motion. Conclusions Our findings indicate that when VSS is regarded as a unified diagnostic category, it is not associated with impaired motion direction sensitivity or abnormal center-surround suppression. However, our preliminary results suggest that an absence or presence of comorbid TTP has a qualitatively different effect on directional sensitivity in patients with VSS. The facilitatory effect of TTP on motion sensitivity provides insight into the functional concomitants of TTP, and warrants further exploration, as it may significantly influence experimental outcomes.
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Affiliation(s)
- Tatiana S. Obukhova
- Center for Neurocognitive Research (MEG Center), Moscow State University of Psychology and Education, Moscow, Russia
| | - Tatiana A. Stroganova
- Center for Neurocognitive Research (MEG Center), Moscow State University of Psychology and Education, Moscow, Russia
| | - Ada R. Artemenko
- Sechenov First Moscow State Medical University of the Ministry of Health of the Russian Federation (Sechenov University), Moscow, Russiа
| | | | - Elena V. Orekhova
- Center for Neurocognitive Research (MEG Center), Moscow State University of Psychology and Education, Moscow, Russia
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Miyamoto T, Numasawa K, Hirano R, Yoshimura Y, Ono S. Reduced latency in manual interception with anticipatory smooth eye movements. iScience 2025; 28:111849. [PMID: 39967873 PMCID: PMC11834127 DOI: 10.1016/j.isci.2025.111849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Revised: 11/11/2024] [Accepted: 01/16/2025] [Indexed: 02/20/2025] Open
Abstract
Delays in visuomotor processing can cause the image of a moving object to fall outside the limited range of central vision, resulting in a blurred perception. To overcome these delays, anticipatory smooth eye movements (ASEMs) occur in the expected direction of future object motion before the object begins to move. This study demonstrated the functional benefits of ASEMs in rapid visually guided behaviors, highlighting their role beyond merely compensating for visuomotor delays. By experimentally facilitating ASEMs independent of participants' predictions regarding future object motion, we showed that ASEMs themselves expedite the initiation of interception movements. Our results revealed a quantitative relationship between ASEM velocity and interception latency on a single-trial level, which was more pronounced in participants employing predictive control compared to those relying on reactive control. These findings suggest that ASEMs enhance the feedforward control of interception movements by providing extraretinal signals rather than retinal signals.
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Affiliation(s)
| | - Kosuke Numasawa
- Faculty of Health and Sport Sciences, University of Tsukuba, Ibaraki, Japan
| | - Riku Hirano
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Ibaraki, Japan
| | - Yusei Yoshimura
- Faculty of Health and Sport Sciences, University of Tsukuba, Ibaraki, Japan
| | - Seiji Ono
- Faculty of Health and Sport Sciences, University of Tsukuba, Ibaraki, Japan
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Li X, Eickhoff SB, Weis S. Stimulus Selection Influences Prediction of Individual Phenotypes in Naturalistic Conditions. Hum Brain Mapp 2025; 46:e70164. [PMID: 39960115 PMCID: PMC11831449 DOI: 10.1002/hbm.70164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Revised: 01/22/2025] [Accepted: 01/31/2025] [Indexed: 02/20/2025] Open
Abstract
While the use of naturalistic stimuli such as movie clips for understanding individual differences and brain-behaviour relationships attracts increasing interest, the influence of stimulus selection remains largely unclear. By using machine learning to predict individual traits (phenotypes) from brain activity evoked during various movie clips, we show that different movie stimuli can result in distinct prediction performances. In brain regions related to lower-level processing of the stimulus, prediction to a certain degree benefits from stronger synchronisation of brain activity across subjects. By contrast, better predictions in frontoparietal brain regions are mainly associated with larger inter-subject variability. Furthermore, we demonstrate that while movie clips with rich social content in general achieve better predictions, the importance of specific movie features for prediction highly depends on the phenotype under investigation. Overall, our findings underscore the importance of careful stimulus selection and provide novel insights into stimulus selection for phenotype prediction in naturalistic conditions, opening new avenues for future research.
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Affiliation(s)
- Xuan Li
- Institute of Neuroscience and Medicine, Brain and Behaviour (INM‐7), Research Centre JülichJülichGermany
- Institute of Systems NeuroscienceMedical Faculty, Heinrich Heine University DüsseldorfDüsseldorfGermany
| | - Simon B. Eickhoff
- Institute of Neuroscience and Medicine, Brain and Behaviour (INM‐7), Research Centre JülichJülichGermany
- Institute of Systems NeuroscienceMedical Faculty, Heinrich Heine University DüsseldorfDüsseldorfGermany
| | - Susanne Weis
- Institute of Neuroscience and Medicine, Brain and Behaviour (INM‐7), Research Centre JülichJülichGermany
- Institute of Systems NeuroscienceMedical Faculty, Heinrich Heine University DüsseldorfDüsseldorfGermany
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Liu H, Zhang X, Wang Q, Li B, Bian B, Liu Y. A Comprehensive Analysis of Sex-Biased Gene Expression in the Aging Human Retina Through a Combination of Single-Cell and Bulk RNA Sequencing. Invest Ophthalmol Vis Sci 2025; 66:28. [PMID: 39804630 PMCID: PMC11734759 DOI: 10.1167/iovs.66.1.28] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Accepted: 12/11/2024] [Indexed: 01/18/2025] Open
Abstract
Purpose Previous studies have reported divergent sexual responses to aging; however, specific variations in gene expression between aging males and females and their potential association with age-related retinal diseases remain unclear. This study collected data from public databases and developed a comprehensive comparison of retina between aging females and males. Methods Single-cell RNA (scRNA) and bulk RNA sequencing data of the aging retina from females and males in public databases were utilized for integrated analysis to investigate sex-biased expression in retina. Additionally, in vitro experiments were conducted on individuals with retinitis pigmentosa (RP) to validate the sex difference in degenerative retina. Results Bulk RNA analysis revealed sex-biased expression of specific genes in retina of aging individuals, with immune pathway-related genes exhibiting higher expression in females compared to males. The scRNA analysis demonstrated that sex-biased gene expression was cell-type specific in aging retina. Furthermore, susceptibility genes for age-related macular degeneration and RP exhibited variation across different cell types and sexes. Cell-to-cell communication unveiled an increased interaction associated with TGFB1, CCL7, and VEGFA in Müller glia, microglia, and astrocytes of female retina. Notably, we observed female-biased chemokine expression in microglia contributing to heightened susceptibility to immune inflammation in female retina. Finally, we confirmed a more pronounced inflammatory response during degeneration in female rd10 mouse retina compared to males. Conclusions This study provides a comprehensive comparison of retina between females and males in healthy aging human retina and highlights the significance of sex as an influential factor in retinal diseases.
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Affiliation(s)
- Hongling Liu
- Southwest Hospital/Southwest Eye Hospital, Third Military Medical University (Army Medical University), Chongqing, China
- Key Lab of Visual Damage and Regeneration & Restoration of Chongqing, Chongqing, China
| | - Xue Zhang
- Southwest Hospital/Southwest Eye Hospital, Third Military Medical University (Army Medical University), Chongqing, China
- Key Lab of Visual Damage and Regeneration & Restoration of Chongqing, Chongqing, China
| | - Qing Wang
- Southwest Hospital/Southwest Eye Hospital, Third Military Medical University (Army Medical University), Chongqing, China
- Key Lab of Visual Damage and Regeneration & Restoration of Chongqing, Chongqing, China
| | - Bowen Li
- Southwest Hospital/Southwest Eye Hospital, Third Military Medical University (Army Medical University), Chongqing, China
- Key Lab of Visual Damage and Regeneration & Restoration of Chongqing, Chongqing, China
| | - Baishijiao Bian
- Southwest Hospital/Southwest Eye Hospital, Third Military Medical University (Army Medical University), Chongqing, China
- Key Lab of Visual Damage and Regeneration & Restoration of Chongqing, Chongqing, China
- Jinfeng Laboratory, Chongqing, China
- Army 953 Hospital, Shigatse Branch of Xinqiao Hospital, Third Military Medical University (Army Medical University), Shigatse, China
- State Key Laboratory of Trauma, Burns, and Combined Injury, Department of Trauma Medical Center, Daping Hospital, Third Military Medical University (Army Medical University), Chongqing, China
| | - Yong Liu
- Southwest Hospital/Southwest Eye Hospital, Third Military Medical University (Army Medical University), Chongqing, China
- Key Lab of Visual Damage and Regeneration & Restoration of Chongqing, Chongqing, China
- Jinfeng Laboratory, Chongqing, China
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Berg A, Malmsten J, Lind J, Mannix H, Sjösten L, Josefsson A, Gredin NV, Stenling A, Ivarsson A. Scanning is associated with better performance in professional ice hockey. J Sports Sci 2025; 43:145-150. [PMID: 39607334 DOI: 10.1080/02640414.2024.2433899] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2023] [Accepted: 11/18/2024] [Indexed: 11/29/2024]
Abstract
Although active exploration of environmental information is essential for specifying one's action opportunities in team sports, knowledge about the relationship between visual exploratory behaviour and successful actions in ice hockey is scarce. The purpose of this study was to investigate whether scanning prior to pass reception was associated with a higher probability of a successful outcome of the following action among professional ice hockey players. A total of 43 male and 45 female ice hockey players participated in the study. Observations from 22 filmed ice hockey matches from the top Swedish male and female Hockey League (SHL and SDHL, respectively) were included in the study, generating a total of 2,545 actions that were included for analyses. In line with previous research on elite soccer players, the results showed that scanning before receiving a pass increased the probability of a successful subsequent action (β = 0.12, 95% CI = [0.07, 0.17]). Neither gender nor position moderated the relationship between scanning and the probability of a successful outcome. We suggest it is important to acknowledge the benefits of scanning within player education, while also providing concrete training methods so that players can develop their ability to scan before receiving the puck.
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Affiliation(s)
- August Berg
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Jerk Malmsten
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - John Lind
- Development Department, Swedish Ice Hockey Federation, Stockholm, Sweden
| | - Heather Mannix
- Hockey Development Department, USA Hockey, Colorado Springs, CO, USA
| | - Linus Sjösten
- School of Health and Welfare, Halmstad University, Halmstad, Sweden
| | - Anton Josefsson
- School of Health and Welfare, Halmstad University, Halmstad, Sweden
| | - N Viktor Gredin
- School of Health and Welfare, Halmstad University, Halmstad, Sweden
| | - Andreas Stenling
- Department of Sport Science and Physical Education, University of Agder, Kristiansand, Norway
- Department of Psychology, Umeå University, Umeå, Sweden
| | - Andreas Ivarsson
- School of Health and Welfare, Halmstad University, Halmstad, Sweden
- Department of Sport Science and Physical Education, University of Agder, Kristiansand, Norway
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7
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Sun Q, Dong LL, You FH, Chang DHF. Estimations of biological motion walking direction are affected by observer and walker genders. BMC Psychol 2024; 12:698. [PMID: 39605049 PMCID: PMC11604017 DOI: 10.1186/s40359-024-02189-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 11/12/2024] [Indexed: 11/29/2024] Open
Abstract
A facing-towards bias is commonly reported when observers are asked to judge the motion directions of others. However, it remains unclear just how accurately observers are able to estimate the motion direction of others and whether the gender of the observer and the walker affects the direction estimation. Here, we asked male and female participants to estimate the direction of a point-light walker (PLW) in three experiments. The gender of PLWs was neutral (Experiment 1, 96 participants), clearly male or female (Experiment 2, 72 participants), or more subtlety male or female (Experiment 3, 98 participants). We found that female PLWs showed a stronger reference repulsion bias (RRB) than male PLWs. That is, for female PLWs, the estimates of facing directions were biased away from the boundaries of facing-towards, facing-away, and lateral (left/right)-motion directions. Interestingly, RRBs differed depending on whether the observer was male or female. When the PLW gender difference was clear, the RRB was stronger for female participants than male participants; when the PLW gender difference was reduced, the trend disappeared or was reversed. Finally, the perceived PLW direction was biased towards the previously seen PLW direction, showing serial dependence that was not affected by the PLW and observer genders. In conclusion, the current study shows that observers can accurately estimate PLW directions, but that judgments are curiously affected by both the observers' and PLWs' genders.
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Affiliation(s)
- Qi Sun
- School of Psychology, Zhejiang Normal University, 688 Yingbin Road, Wucheng District, Jinhua, 321004, P. R. China.
- Intelligent Laboratory of Zhejiang Province in Mental Health and Crisis Intervention for Children and Adolescents, Jinhua, P. R. China.
| | - Liang-Liang Dong
- School of Psychology, Zhejiang Normal University, 688 Yingbin Road, Wucheng District, Jinhua, 321004, P. R. China
| | - Fan-Huan You
- School of Psychology, Zhejiang Normal University, 688 Yingbin Road, Wucheng District, Jinhua, 321004, P. R. China
| | - Dorita H F Chang
- Department of Psychology, The University of Hong Kong, Pok Fu Lam, Hong Kong
- The State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Pok Fu Lam, Hong Kong
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Song Y, Wang Q, Fang F. Time courses of brain plasticity underpinning visual motion perceptual learning. Neuroimage 2024; 302:120897. [PMID: 39442899 DOI: 10.1016/j.neuroimage.2024.120897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 10/10/2024] [Accepted: 10/21/2024] [Indexed: 10/25/2024] Open
Abstract
Visual perceptual learning (VPL) refers to a long-term improvement of visual task performance through training or experience, reflecting brain plasticity even in adults. In human subjects, VPL has been mostly studied using functional magnetic resonance imaging (fMRI). However, due to the low temporal resolution of fMRI, how VPL affects the time course of visual information processing is largely unknown. To address this issue, we trained human subjects to perform a visual motion direction discrimination task. Their behavioral performance and magnetoencephalography (MEG) signals responding to the motion stimuli were measured before, immediately after, and two weeks after training. Training induced a long-lasting behavioral improvement for the trained direction. Based on the MEG signals from occipital sensors, we found that, for the trained motion direction, VPL increased the motion direction decoding accuracy, reduced the motion direction decoding latency, enhanced the direction-selective channel response, and narrowed the tuning profile. Following the MEG source reconstruction, we showed that VPL enhanced the cortical response in early visual cortex (EVC) and strengthened the feedforward connection from EVC to V3A. These VPL-induced neural changes co-occurred in 160-230 ms after stimulus onset. Complementary to previous fMRI findings on VPL, this study provides a comprehensive description on the neural mechanisms of visual motion perceptual learning from a temporal perspective and reveals how VPL shapes the time course of visual motion processing in the adult human brain.
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Affiliation(s)
- Yongqian Song
- School of Psychological and Cognitive Sciences and Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing 100871, China; IDG/McGovern Institute for Brain Research, Peking University, Beijing 100871, China; Peking-Tsinghua Center for Life Sciences, Peking University, Beijing 100871, China
| | - Qian Wang
- School of Psychological and Cognitive Sciences and Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing 100871, China; IDG/McGovern Institute for Brain Research, Peking University, Beijing 100871, China; National Key Laboratory of General Artificial Intelligence, Peking University, Beijing 100871, China
| | - Fang Fang
- School of Psychological and Cognitive Sciences and Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing 100871, China; IDG/McGovern Institute for Brain Research, Peking University, Beijing 100871, China; Peking-Tsinghua Center for Life Sciences, Peking University, Beijing 100871, China; Key Laboratory of Machine Perception (Ministry of Education), Peking University, Beijing 100871, China.
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9
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Liu DY, Li M, Yu J, Gao Y, Zhang X, Hu D, Northoff G, Song XM, Zhu J. Sex differences in the human brain related to visual motion perception. Biol Sex Differ 2024; 15:92. [PMID: 39529200 PMCID: PMC11552312 DOI: 10.1186/s13293-024-00668-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 10/16/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND Previous studies have found that the temporal duration required for males to perceive visual motion direction is significantly shorter than that for females. However, the neural correlates of such shortened duration perception remain yet unclear. Given that motion perception is primarily associated with the neural activity of the middle temporal visual complex (MT+), we here test the novel hypothesis that the neural mechanism of these behavioral sex differences is mainly related to the MT+ region. METHODS We utilized ultra-high field (UHF) MRI to investigate sex differences in the MT+ brain region. A total of 95 subjects (48 females) participated in two separate studies. Cohort 1, consisting of 33 subjects (16 females), completed task-fMRI (drafting grating stimuli) experiment. Cohort 2, comprising 62 subjects (32 females), engaged in a psychophysical experiment measuring motion perception along different temporal thresholds as well as conducting structural and functional MRI scanning of MT+. RESULTS Our findings show pronounced sex differences in major brain parameters within the left MT+ (but not the right MT+, i.e., laterality). In particular, males demonstrate (i) larger gray matter volume (GMV) and higher brain's spontaneous activity at the fastest infra-slow frequency band in the left MT+; and (ii) stronger functional connectivity between the left MT+ and the left centromedial amygdala (CM). Meanwhile, both female and male participants exhibited comparable correlations between motion perception ability and the multimodal imaging indexes of the MT+ region, i.e., larger GMV, higher brain's spontaneous activity, and faster motion discrimination. CONCLUSIONS Our findings reveal sex differences of imaging indicators of structure and function in the MT+ region, which also relate to the temporal threshold of motion discrimination. Overall, these results show how behavioral sex differences in visual motion perception are generated, and advocate considering sex as a crucial biological variable in both human brain and behavioral research.
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Affiliation(s)
- Dong-Yu Liu
- Department of Neurosurgery of the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310029, China
| | - Ming Li
- College of Intelligence Science and Technology, National University of Defense Technology, Changsha, 410073, China
| | - Juan Yu
- Key Laboratory of Biomedical Engineering of Ministry of Education, Interdisciplinary Institute of Neuroscience and Technology, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, 310027, China
| | - Yuan Gao
- Department of Neurosurgery of the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310029, China
| | - Xiaotong Zhang
- MOE Frontier Science Center for Brain Science & Brain-Machine Integration, Zhejiang University, Hangzhou, 311121, China
- College of Electrical Engineering, Zhejiang University, Hangzhou, 310027, China
| | - Dewen Hu
- College of Intelligence Science and Technology, National University of Defense Technology, Changsha, 410073, China
| | - Georg Northoff
- University of Ottawa Institute of Mental Health Research, University of Ottawa, Ottawa, ON, K1Z 7K4, Canada
| | - Xue Mei Song
- Department of Neurosurgery of the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310029, China.
- Key Laboratory of Biomedical Engineering of Ministry of Education, Interdisciplinary Institute of Neuroscience and Technology, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, 310027, China.
- MOE Frontier Science Center for Brain Science & Brain-Machine Integration, Zhejiang University, Hangzhou, 311121, China.
| | - Junming Zhu
- Department of Neurosurgery of the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310029, China.
- MOE Frontier Science Center for Brain Science & Brain-Machine Integration, Zhejiang University, Hangzhou, 311121, China.
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10
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Metoki A, Chauvin RJ, Gordon EM, Laumann TO, Kay BP, Krimmel SR, Marek S, Wang A, Van AN, Baden NJ, Suljic V, Scheidter KM, Monk J, Whiting FI, Ramirez-Perez NJ, Barch DM, Sotiras A, Dosenbach NUF. Brain functional connectivity, but not neuroanatomy, captures the interrelationship between sex and gender in preadolescents. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.31.621379. [PMID: 39554185 PMCID: PMC11565917 DOI: 10.1101/2024.10.31.621379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/19/2024]
Abstract
Understanding sex differences in the adolescent brain is crucial, as these differences are linked to neurological and psychiatric conditions that vary between males and females. Predicting sex from adolescent brain data may offer valuable insights into how these variations shape neurodevelopment. Recently, attention has shifted toward exploring socially-identified gender, distinct from sex assigned at birth, recognizing its additional explanatory power. This study evaluates whether resting-state functional connectivity (rsFC) or cortical thickness more effectively predicts sex and sex/gender alignment (the congruence between sex and gender) and investigates their interrelationship in preadolescents. Using data from the Adolescent Brain Cognitive Development (ABCD) Study, we employed machine learning to predict both sex (assigned at birth) and sex/gender alignment from rsFC and cortical thickness. rsFC predicted sex with significantly higher accuracy (86%) than cortical thickness (75%) and combining both did not improve the rsFC model's accuracy. Brain regions most effective in predicting sex belonged to association (default mode, dorsal attention, and parietal memory) and visual (visual and medial visual) networks. The rsFC sex classifier trained on sex/gender aligned youth was significantly more effective in classifying unseen youth with sex/gender alignment than in classifying unseen youth with sex/gender unalignment. In females, the degree to which their brains' rsFC matched a sex profile (female or male), was positively associated with the degree of sex/gender alignment. Lastly, neither rsFC nor cortical thickness predicted sex/gender alignment. These findings highlight rsFC's predictive power in capturing the relationship between sex and gender and the complexity of the interplay between sex, gender, and the brain's functional connectivity and neuroanatomy.
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Affiliation(s)
- Athanasia Metoki
- Department of Neurology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Roselyne J Chauvin
- Department of Neurology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Evan M Gordon
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Timothy O Laumann
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Benjamin P Kay
- Department of Neurology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Samuel R Krimmel
- Department of Neurology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Scott Marek
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Anxu Wang
- Department of Neurology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Andrew N Van
- Department of Neurology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Noah J Baden
- Department of Neurology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Vahdeta Suljic
- Department of Neurology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Kristen M Scheidter
- Department of Neurology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Julia Monk
- Department of Neurology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Forrest I Whiting
- Department of Neurology, Washington University School of Medicine, St. Louis, Missouri, USA
| | | | - Deanna M Barch
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, USA
- Department of Psychological & Brain Sciences, Washington University, St. Louis, Missouri, USA
| | - Aristeidis Sotiras
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, Missouri, USA
- Institute for Informatics, Data Science & Biostatistics, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
| | - Nico U F Dosenbach
- Department of Neurology, Washington University School of Medicine, St. Louis, Missouri, USA
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, Missouri, USA
- Department of Psychological & Brain Sciences, Washington University, St. Louis, Missouri, USA
- Department of Biomedical Engineering, Washington University, St. Louis, Missouri
- Program in Occupational Therapy, Washington University, St. Louis, Missouri, USA
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri, USA
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11
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Fan Y, Tao Y, Wang J, Gao Y, Wei W, Zheng C, Zhang X, Song XM, Northoff G. Irregularity of visual motion perception and negative symptoms in schizophrenia. SCHIZOPHRENIA (HEIDELBERG, GERMANY) 2024; 10:82. [PMID: 39349502 PMCID: PMC11443095 DOI: 10.1038/s41537-024-00496-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 08/20/2024] [Indexed: 10/02/2024]
Abstract
Schizophrenia (SZ) is a severe psychiatric disorder characterized by perceptual, emotional, and behavioral abnormalities, with cognitive impairment being a prominent feature of the disorder. Recent studies demonstrate irregularity in SZ with increased variability on the neural level. Is there also irregularity on the psychophysics level like in visual perception? Here, we introduce a methodology to analyze the irregularity in a trial-by-trial way to compare the SZ and healthy control (HC) subjects. In addition, we use an unsupervised clustering algorithm K-means + + to identify SZ subgroups in the sample, followed by validation of the subgroups based on intraindividual visual perception variability and clinical symptomatology. The K-means + + method divided SZ patients into two subgroups by measuring durations across trials in the motion discrimination task, i.e., high, and low irregularity of SZ patients (HSZ, LSZ). We found that HSZ and LSZ subgroups are associated with more negative and positive symptoms respectively. Applying a mediation model in the HSZ subgroup, the enhanced irregularity mediates the relationship between visual perception and negative symptoms. Together, we demonstrate increased irregularity in visual perception of a HSZ subgroup, including its association with negative symptoms. This may serve as a promising marker for identifying and distinguishing SZ subgroups.
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Affiliation(s)
- Yi Fan
- Affiliated Mental Health Center & Hangzhou Seventh People's Hospital, Interdisciplinary Institute of Neuroscience and Technology, School of Medicine, Zhejiang University, Hangzhou, China
- Key Laboratory of Biomedical Engineering of Ministry of Education, Qiushi Academy for Advanced Studies, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China
| | - Yunhai Tao
- Affiliated Mental Health Center & Hangzhou Seventh People's Hospital, Interdisciplinary Institute of Neuroscience and Technology, School of Medicine, Zhejiang University, Hangzhou, China
| | - Jue Wang
- Affiliated Mental Health Center & Hangzhou Seventh People's Hospital, Interdisciplinary Institute of Neuroscience and Technology, School of Medicine, Zhejiang University, Hangzhou, China
| | - Yuan Gao
- Affiliated Mental Health Center & Hangzhou Seventh People's Hospital, Interdisciplinary Institute of Neuroscience and Technology, School of Medicine, Zhejiang University, Hangzhou, China
| | - Wei Wei
- Affiliated Mental Health Center & Hangzhou Seventh People's Hospital, Interdisciplinary Institute of Neuroscience and Technology, School of Medicine, Zhejiang University, Hangzhou, China
| | - Chanying Zheng
- Affiliated Mental Health Center & Hangzhou Seventh People's Hospital, Interdisciplinary Institute of Neuroscience and Technology, School of Medicine, Zhejiang University, Hangzhou, China
- Key Laboratory of Biomedical Engineering of Ministry of Education, Qiushi Academy for Advanced Studies, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China
| | - Xiaotong Zhang
- MOE Frontier Science Center for Brain Science & Brain-Machine Integration, Zhejiang University, Hangzhou, China
- College of Electrical Engineering, Zhejiang University, Hangzhou, China
| | - Xue Mei Song
- Affiliated Mental Health Center & Hangzhou Seventh People's Hospital, Interdisciplinary Institute of Neuroscience and Technology, School of Medicine, Zhejiang University, Hangzhou, China.
- Key Laboratory of Biomedical Engineering of Ministry of Education, Qiushi Academy for Advanced Studies, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China.
| | - Georg Northoff
- Affiliated Mental Health Center & Hangzhou Seventh People's Hospital, Interdisciplinary Institute of Neuroscience and Technology, School of Medicine, Zhejiang University, Hangzhou, China.
- University of Ottawa Institute of Mental Health Research, University of Ottawa, Ottawa, ON, Canada.
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12
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Liu DY, Hu XW, Han JF, Tan ZL, Song XM. Abnormal activation patterns in MT+ during visual motion perception in major depressive disorder. Front Psychiatry 2024; 15:1433239. [PMID: 39252757 PMCID: PMC11381256 DOI: 10.3389/fpsyt.2024.1433239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Accepted: 08/06/2024] [Indexed: 09/11/2024] Open
Abstract
Objective Previous studies have found that patients with Major Depressive Disorder (MDD) exhibit impaired visual motion perception capabilities, and multi-level abnormalities in the human middle temporal complex (MT+), a key brain area for processing visual motion information. However, the brain activity pattern of MDD patients during the perception of visual motion information is currently unclear. In order to study the effect of depression on the activity and functional connectivity (FC) of MT+ during the perception of visual motion information, we conducted a study combining task-state fMRI and psychophysical paradigm to compare MDD patients and healthy control (HC). Methods Duration threshold was examined through a visual motion perception psychophysical experiment. In addition, a classic block-design grating motion task was utilized for fMRI scanning of 24 MDD patients and 25 HC. The grating moved randomly in one of eight directions. We examined the neural activation under visual stimulation conditions compared to the baseline and FC. Results Compared to HC group, MDD patients exhibited increased duration threshold. During the task, MDD patients showed decreased beta value and percent signal change in left and right MT+. In the sample comprising MDD and HC, there was a significant negative correlation between beta value in right MT+ and duration threshold. And in MDD group, activation in MT+ were significantly correlated with retardation score. Notably, no such differences in activation were observed in primary visual cortex (V1). Furthermore, when left MT+ served as the seed region, compared to the HC, MDD group showed increased FC with right calcarine fissure and surrounding cortex and decreased FC with left precuneus. Conclusion Overall, the findings of this study highlight that the visual motion perception function impairment in MDD patients relates to abnormal activation patterns in MT+, and task-related activity are significantly connected to the retardation symptoms of the disease. This not only provides insights into the potential neurobiological mechanisms behind visual motion perception disorder in MDD patients from the aspect of task-related brain activity, but also supports the importance of MT+ as a candidate biomarker region for MDD.
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Affiliation(s)
- Dong-Yu Liu
- Affiliated Mental Health Center & Hangzhou Seventh People's Hospital, Interdisciplinary Institute of Neuroscience and Technology, School of Medicine, Zhejiang University, Hangzhou, China
- Key Laboratory of Biomedical Engineering of Ministry of Education, Qiushi Academy for Advanced Studies, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China
| | - Xi-Wen Hu
- Affiliated Mental Health Center & Hangzhou Seventh People's Hospital, Interdisciplinary Institute of Neuroscience and Technology, School of Medicine, Zhejiang University, Hangzhou, China
| | - Jin-Fang Han
- Affiliated Mental Health Center & Hangzhou Seventh People's Hospital, Interdisciplinary Institute of Neuroscience and Technology, School of Medicine, Zhejiang University, Hangzhou, China
| | - Zhong-Lin Tan
- Affiliated Mental Health Center & Hangzhou Seventh People's Hospital, Interdisciplinary Institute of Neuroscience and Technology, School of Medicine, Zhejiang University, Hangzhou, China
| | - Xue Mei Song
- Affiliated Mental Health Center & Hangzhou Seventh People's Hospital, Interdisciplinary Institute of Neuroscience and Technology, School of Medicine, Zhejiang University, Hangzhou, China
- Key Laboratory of Biomedical Engineering of Ministry of Education, Qiushi Academy for Advanced Studies, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China
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13
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Murray SO, Kolodny T, Webb SJ. Linking cortical surface area to computational properties in human visual perception. iScience 2024; 27:110490. [PMID: 39148711 PMCID: PMC11325354 DOI: 10.1016/j.isci.2024.110490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 05/17/2024] [Accepted: 07/09/2024] [Indexed: 08/17/2024] Open
Abstract
Cortical structure and function are closely linked, shaping the neural basis of human behavior. This study explores how cortical surface area (SA), a structural feature, influences computational properties in human visual perception. Using a combination of psychophysical, neuroimaging, and computational modeling approaches, we find that variations in SA across the parietal and frontal cortices are linked to distinct behavioral patterns in a motion perception task. These differences in behavior correspond to specific parameters within a divisive normalization model, indicating a unique contribution of SA to the spatial organization of cortical circuitry. This work highlights the importance of cortical architecture in modifying computational processes that underlie perception, enhancing our understanding of how structural differences can influence neural function and behavior.
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Affiliation(s)
- Scott O. Murray
- Department of Psychology, University of Washington, Seattle, WA 98195, USA
| | - Tamar Kolodny
- Department of Psychology and the School of Brain Sciences and Cognition, Ben-Gurion University, Beer Sheva, Israel
| | - Sara Jane Webb
- Department of Psychiatry and Behavioral Science, University of Washington, Seattle, WA 98195, USA
- Seattle Children’s Research Institute, 1920 Terry Avenue, Building Cure-03, Seattle, WA 98101, USA
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14
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Andrushko JW, Rinat S, Kirby ED, Dahlby J, Ekstrand C, Boyd LA. Females exhibit smaller volumes of brain activation and lower inter-subject variability during motor tasks. Sci Rep 2023; 13:17698. [PMID: 37848679 PMCID: PMC10582116 DOI: 10.1038/s41598-023-44871-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 10/12/2023] [Indexed: 10/19/2023] Open
Abstract
Past work has shown that brain structure and function differ between females and males. Males have larger cortical and sub-cortical volume and surface area (both total and subregional), while females have greater cortical thickness in most brain regions. Functional differences are also reported in the literature, yet to date little work has systematically considered whether patterns of brain activity indexed with functional magnetic resonance imaging (fMRI) differ between females and males. The current study sought to remediate this issue by employing task-based whole brain motor mapping analyses using an openly available dataset. We tested differences in patterns of functional brain activity associated with 12 voluntary movement patterns in females versus males. Results suggest that females exhibited smaller volumes of brain activation across all 12 movement tasks, and lower patterns of variability in 10 of the 12 movements. We also observed that females had greater cortical thickness, which is in alignment with previous analyses of structural differences. Overall, these findings provide a basis for considering biological sex in future fMRI research and provide a foundation of understanding differences in how neurological pathologies present in females vs males.
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Affiliation(s)
- Justin W Andrushko
- Department of Sport, Exercise and Rehabilitation, Faculty of Health and Life Sciences, Northumbria University, Newcastle upon Tyne, UK
- Department of Physical Therapy, Faculty of Medicine, University of British Columbia, Vancouver, Canada
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada
| | - Shie Rinat
- Department of Physical Therapy, Faculty of Medicine, University of British Columbia, Vancouver, Canada
| | - Eric D Kirby
- Faculty of Individualized Interdisciplinary Studies, Simon Fraser University, Burnaby, BC, Canada
| | - Julia Dahlby
- Department of Physical Therapy, Faculty of Medicine, University of British Columbia, Vancouver, Canada
| | - Chelsea Ekstrand
- Department of Neuroscience, University of Lethbridge, Lethbridge, AB, Canada.
| | - Lara A Boyd
- Department of Physical Therapy, Faculty of Medicine, University of British Columbia, Vancouver, Canada.
- Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada.
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15
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Atanasiu V, Fornaro P. On the utility of Colour in shape analysis: An introduction to Colour science via palaeographical case studies. Heliyon 2023; 9:e20698. [PMID: 37867829 PMCID: PMC10587495 DOI: 10.1016/j.heliyon.2023.e20698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 10/03/2023] [Accepted: 10/04/2023] [Indexed: 10/24/2023] Open
Abstract
In this article, we explore the use of colour for the analysis of shapes in digital images. We argue that colour can provide unique information that is not available from shape alone, and that familiarity with the interdisciplinary field of colour science is essential for unlocking the potential of colour. Within this perspective, we offer an illustrated overview of the colour-related aspects of image management and processing, perceptual psychology, and cultural studies, using for exemplary purposes case studies focused on computational palaeography. We also discuss the changing roles of colour in society and the sciences, and provide technical solutions for using digital colour effectively, highlighting the impact of human factors. The article concludes with an annotated bibliography. This work is a primer, and its intended readership are scholars and computer scientists unfamiliar with colour science.
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Affiliation(s)
- Vlad Atanasiu
- Department of Informatics, University of Fribourg, Boulevard de Pérolles 90, 1700, Fribourg, Switzerland
| | - Peter Fornaro
- Digital Humanities Lab, University of Basel, Spalenberg 65, 4051, Basel, Switzerland
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16
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Bachtoula O, Arranz-Paraíso S, Luna R, Serrano-Pedraza I. Visual motion discrimination experiments reveal small differences between males and females. Vision Res 2023; 208:108222. [PMID: 37004491 DOI: 10.1016/j.visres.2023.108222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Revised: 03/10/2023] [Accepted: 03/15/2023] [Indexed: 04/03/2023]
Abstract
Recent results have shown that males have lower duration thresholds for motion direction discrimination than females. Measuring contrast thresholds, a previous study has shown that males have a greater sensitivity to fine details and fast flickering stimuli than females, and that females have a higher sensitivity to low spatial frequencies modulated at low temporal frequencies. Here, we present the data of a contrast-detection motion discrimination experiment and a reanalysis of four different motion discrimination experiments where we compare duration thresholds for males and females using different spatial frequencies, stimulus sizes, contrasts, and temporal frequencies (in two experiments, motion surround suppression was measured). Results from the main experiment and the reanalysis show that, in general, the association between sex and contrast and duration thresholds for motion discrimination is not significant, with males and females showing similar data patterns. Only the reanalysis of one out of four studies revealed different duration thresholds between males and females paired with a strong effect size supporting previous results in the literature, although motion surround suppression was identical between groups. Importantly, most of our results do not show significant differences between males and females in contrast and duration thresholds, suggesting that the sex variable may not be as relevant as previously claimed when testing visual motion discrimination.
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Affiliation(s)
- Omar Bachtoula
- Department of Experimental Psychology, Faculty of Psychology, Universidad Complutense de Madrid, Madrid, 28223, Spain
| | - Sandra Arranz-Paraíso
- Department of Experimental Psychology, Faculty of Psychology, Universidad Complutense de Madrid, Madrid, 28223, Spain
| | - Raúl Luna
- Department of Experimental Psychology, Faculty of Psychology, Universidad Complutense de Madrid, Madrid, 28223, Spain; Institute of Optics, Consejo Superior de Investigaciones Científicas (CSIC), Madrid, 28006, Spain
| | - Ignacio Serrano-Pedraza
- Department of Experimental Psychology, Faculty of Psychology, Universidad Complutense de Madrid, Madrid, 28223, Spain; Centre for Behaviour and Evolution, Newcastle University, Newcastle upon Tyne, NE2 4HH, UK.
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17
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Murray SO, Kolodny T, Webb SJ. Cortical Surface Area Relates to Distinct Computational Properties in Human Visual Perception. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.06.16.545373. [PMID: 37398212 PMCID: PMC10312808 DOI: 10.1101/2023.06.16.545373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
Understanding the relationship between cortical structure and function is essential for elucidating the neural basis of human behavior. However, the impact of cortical structural features on the computational properties of neural circuits remains poorly understood. In this study, we demonstrate that a simple structural feature - cortical surface area (SA) - relates to specific computational properties underlying human visual perception. By combining psychophysical, neuroimaging, and computational modeling approaches, we show that differences in SA in the parietal and frontal cortices are associated with distinct patterns of behavior in a motion perception task. These behavioral differences can be accounted for by specific parameters of a divisive normalization model, suggesting that SA in these regions contributes uniquely to the spatial organization of cortical circuitry. Our findings provide novel evidence linking cortical structure to distinct computational properties and offer a framework for understanding how cortical architecture can impact human behavior.
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Affiliation(s)
- Scott O. Murray
- Department of Psychology, University of Washington, Seattle WA USA 98195
| | - Tamar Kolodny
- Department of Psychology, University of Washington, Seattle WA USA 98195
| | - Sara Jane Webb
- Department of Psychiatry and Behavioral Science, University of Washington, Seattle WA USA 98195
- Seattle Children’s Research Institute, 1920 Terry Ave, Building Cure-03, Seattle WA 98101
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18
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Hao J, High R, Siu KC. Gender-specific visual perturbation effects on muscle activation during incline treadmill walking: a virtual reality study. ERGONOMICS 2023; 66:704-715. [PMID: 35965444 DOI: 10.1080/00140139.2022.2113152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 07/30/2022] [Indexed: 06/15/2023]
Abstract
This study investigated the effects of different visual rotation speeds and types of visual perturbation in virtual reality (VR) on lower extremity muscle activation during incline treadmill walking. Twenty healthy young adults walked on an incline treadmill with six different visual perturbation paradigms in VR (normal VR, 10°/s rotation, 20°/s rotation, 30°/s rotation, 60°/s rotation, and random speed rotation). Muscle activation of the lower extremity was measured by surface electromyography. Results showed an increased visual rotation speed induced higher vastus lateralis and lateral gastrocnemius activation. Females and males had different responses to increased visual rotation speed in vastus lateralis. Random speed rotation induced higher medial hamstring activation than constant speed rotation, in which was more pronounced in females. In conclusion, the amount of visual perturbation should be taken into consideration when developing future VR training for astronauts.
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Affiliation(s)
- Jie Hao
- Department of Health & Rehabilitation Sciences, College of Allied Health Professions, University of Nebraska Medical Center, Omaha, NE, USA
| | - Robin High
- Department of Biostatistics, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA
| | - Ka-Chun Siu
- Department of Health & Rehabilitation Sciences, College of Allied Health Professions, University of Nebraska Medical Center, Omaha, NE, USA
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19
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Vision contributes to sex differences in spatial cognition and activity interests. Sci Rep 2022; 12:17623. [PMID: 36271276 PMCID: PMC9586946 DOI: 10.1038/s41598-022-22269-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Accepted: 10/12/2022] [Indexed: 01/13/2023] Open
Abstract
Sex differences in a variety of psychological characteristics are well-documented, with substantial research focused on factors that affect their magnitude and causes. Particular attention has focused on mental rotation, a measure of spatial cognition, and on activity interests. We studied whether sex differences in visual perception-luminance contrast thresholds and motion duration thresholds-contribute to sex differences in mental rotation and interest in male-typed activities. We confirmed sex differences in vision, mental rotation, and activity interests in a sample of 132 college students. In novel findings, we showed that vision correlated with mental rotation performance in women, that vision was a better predictor of individual differences in mental rotation than sex, and that contrast thresholds correlated with women's interest in male-typed activities. These results suggest that sex differences in spatial cognition and activity interests may have their roots in basic perceptual processes.
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20
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Zhi Y, Shu B, Luo L, Wang J. Gender and linguistic distinctions of information needs in the Chinese context: Conscious and formalized levels. LIBRARY & INFORMATION SCIENCE RESEARCH 2022. [DOI: 10.1016/j.lisr.2022.101195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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21
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Kınıklıoğlu M, Boyaci H. Increasing the spatial extent of attention strengthens surround suppression. Vision Res 2022; 199:108074. [PMID: 35717748 DOI: 10.1016/j.visres.2022.108074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 04/20/2022] [Accepted: 04/27/2022] [Indexed: 10/18/2022]
Abstract
Here we investigate how the extent of spatial attention affects center-surround interaction in visual motion processing. To do so, we measured motion direction discrimination thresholds in humans using drifting gratings and two attention conditions. Participants were instructed to limit their attention to the central part of the stimulus under the narrow attention condition, and to both central and surround parts under the wide attention condition. We found stronger surround suppression under the wide attention condition. The magnitude of the attention effect increased with the size of the surround when the stimulus had low contrast, but did not change when it had high contrast. Results also showed that attention had a weaker effect when the center and surround gratings drifted in opposite directions. Next, to establish a link between the behavioral results and the neuronal response characteristics, we performed computer simulations using the divisive normalization model. Our simulations showed that using smaller versus larger multiplicative attentional gain and parameters derived from the medial temporal (MT) area of the cortex, the model can successfully predict the observed behavioral results. These findings reveal the critical role of spatial attention on surround suppression and establish a link between neuronal activity and behavior. Further, these results also suggest that the reduced surround suppression found in certain clinical disorders (e.g., schizophrenia and autism spectrum disorder) may be caused by abnormal attention mechanisms.
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Affiliation(s)
- Merve Kınıklıoğlu
- Interdisciplinary Neuroscience Program, Bilkent University, Ankara 06800, Turkey; Aysel Sabuncu Brain Research Center & National Magnetic Resonance Research Center (UMRAM), Bilkent University, Ankara 06800, Turkey.
| | - Huseyin Boyaci
- Interdisciplinary Neuroscience Program, Bilkent University, Ankara 06800, Turkey; Aysel Sabuncu Brain Research Center & National Magnetic Resonance Research Center (UMRAM), Bilkent University, Ankara 06800, Turkey; Department of Psychology, Bilkent University, Ankara 06800, Turkey; Department of Psychology, Justus Liebig University Giessen, Giessen, Germany.
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22
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Kunimune S, Okada S. Sex Differences in the Visuomotor Control of Obstacle Crossing When Walking are not Age-Related. Percept Mot Skills 2022; 129:362-377. [DOI: 10.1177/00315125221077566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
To ensure stable obstacle crossing when walking, visual information is required two steps before reaching the obstacle. As possible age-related sex differences in visuomotor control have not been investigated, we assessed sex differences in obstacle crossing while walking, as examined by toe clearance (TC) and postural stability. Participants were 14 younger and 14 older adults (equal numbers of men and women) who wore goggles for visual field adjustment while obstacle crossing during gait. We manipulated three visual field occlusion conditions (total, lower, and no visual field occlusions) two steps before the obstacle and analyzed the TC of the lead limb, and the participants’ step width and root mean square of trunk acceleration as indices of postural stability. We found a significant interaction between sex and visual condition in step width, with men showing larger step width values than women in all visual field conditions. Moreover, while women showed no step-width differences across visual field conditions, men had a larger step width with the lower visual field occluded than in the other visual conditions. We found no other significant sex differences. Our results suggest that men may be more dependent than women on the upper visual field for postural stability during obstacle crossing. Sex differences in visuomotor control were not affected by age.
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Affiliation(s)
- Sho Kunimune
- Department of Physical Therapy, Faculty of Health Sciences, Morinomiya University of Medical Sciences, Osaka, Japan
| | - Shuichi Okada
- Graduate School of Human Development and Environment, Kobe University, Hyogo, Japan
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23
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Rann JC, Almor A. Effects of verbal tasks on driving simulator performance. Cogn Res Princ Implic 2022; 7:12. [PMID: 35119569 PMCID: PMC8817015 DOI: 10.1186/s41235-022-00357-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 01/08/2022] [Indexed: 11/10/2022] Open
Abstract
We report results from a driving simulator paradigm we developed to test the fine temporal effects of verbal tasks on simultaneous tracking performance. A total of 74 undergraduate students participated in two experiments in which they controlled a cursor using the steering wheel to track a moving target and where the dependent measure was overall deviation from target. Experiment 1 tested tracking performance during slow and fast target speeds under conditions involving either no verbal input or output, passive listening to spoken prompts via headphones, or responding to spoken prompts. Experiment 2 was similar except that participants read written prompts overlain on the simulator screen instead of listening to spoken prompts. Performance in both experiments was worse during fast speeds and worst overall during responding conditions. Most significantly, fine scale time-course analysis revealed deteriorating tracking performance as participants prepared and began speaking and steadily improving performance while speaking. Additionally, post-block survey data revealed that conversation recall was best in responding conditions, and perceived difficulty increased with task complexity. Our study is the first to track temporal changes in interference at high resolution during the first hundreds of milliseconds of verbal production and comprehension. Our results are consistent with load-based theories of multitasking performance and show that language production, and, to a lesser extent, language comprehension tap resources also used for tracking. More generally, our paradigm provides a useful tool for measuring dynamical changes in tracking performance during verbal tasks due to the rapidly changing resource requirements of language production and comprehension.
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Affiliation(s)
- Jonathan C Rann
- Department of Psychology, University of South Carolina, 1512 Pendelton Street, Columbia, SC, 29208, USA. .,Institute for Mind and Brain, University of South Carolina, Columbia, SC, 29208, USA.
| | - Amit Almor
- Department of Psychology, University of South Carolina, 1512 Pendelton Street, Columbia, SC, 29208, USA.,Institute for Mind and Brain, University of South Carolina, Columbia, SC, 29208, USA.,Linguistics Program, University of South Carolina, Columbia, SC, 29208, USA
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24
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A Multivariable Analysis to Evaluate the Presence or Absence of Gender Differences in Baseline ImPACT Composite Scores and Symptom Severity Ratings in Student-Athletes Ages 12-18 Years. Pediatr Exerc Sci 2022; 34:36-43. [PMID: 34517341 DOI: 10.1123/pes.2021-0010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 06/27/2021] [Accepted: 07/11/2021] [Indexed: 11/18/2022]
Abstract
INTRODUCTION Gender differences in neurocognitive function have been reported over the past few decades. However, multiple studies that report gender differences in Immediate Post-Concussion Assessment and Cognitive Tests composite scores ignore potential confounders which may lead to inaccurate results. METHODS A total of 4829 male and 2477 female baseline Immediate Post-Concussion Assessment and Cognitive Tests from 2009 to 2019 of subjects ages 12-18 years were used to evaluate gender differences in baseline neurocognitive scores and symptom severity ratings. Regression analyses were used to assess the effects of gender on neurocognitive performance at baseline while controlling for a number of potential confounders including symptom burden at the time of testing. RESULTS Differences in 3 of 5 composite scores as well as severity rating scores were maintained in multivariate analysis. Females had increased Post-Concussion Symptom Scale (β = 3.54, 95% confidence interval, 2.91 to 4.16, P < .0001) along with higher verbal memory (β = 1.82, 95% confidence interval, 1.15 to 2.50, P < .0001) and visual motor (β = 1.29, 95% confidence interval, 0.85-1.72, P < .0001) scores. CONCLUSIONS Statistically significant gender differences were found in baseline neurocognitive function. This study clarifies for the first time that gender differences in these neurocognitive domains are not simply an artifact of differences in symptom burden. However, the small effect sizes call into question the clinical relevance of these differences.
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25
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Cole M, Murray K, St‐Onge E, Risk B, Zhong J, Schifitto G, Descoteaux M, Zhang Z. Surface-Based Connectivity Integration: An atlas-free approach to jointly study functional and structural connectivity. Hum Brain Mapp 2021; 42:3481-3499. [PMID: 33956380 PMCID: PMC8249904 DOI: 10.1002/hbm.25447] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Revised: 03/03/2021] [Accepted: 04/06/2021] [Indexed: 01/29/2023] Open
Abstract
There has been increasing interest in jointly studying structural connectivity (SC) and functional connectivity (FC) derived from diffusion and functional MRI. Previous connectome integration studies almost exclusively required predefined atlases. However, there are many potential atlases to choose from and this choice heavily affects all subsequent analyses. To avoid such an arbitrary choice, we propose a novel atlas-free approach, named Surface-Based Connectivity Integration (SBCI), to more accurately study the relationships between SC and FC throughout the intra-cortical gray matter. SBCI represents both SC and FC in a continuous manner on the white surface, avoiding the need for prespecified atlases. The continuous SC is represented as a probability density function and is smoothed for better facilitation of its integration with FC. To infer the relationship between SC and FC, three novel sets of SC-FC coupling (SFC) measures are derived. Using data from the Human Connectome Project, we introduce the high-quality SFC measures produced by SBCI and demonstrate the use of these measures to study sex differences in a cohort of young adults. Compared with atlas-based methods, this atlas-free framework produces more reproducible SFC features and shows greater predictive power in distinguishing biological sex. This opens promising new directions for all connectomics studies.
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Affiliation(s)
- Martin Cole
- Department of Biostatistics and Computational BiologyUniversity of RochesterRochesterNew YorkUSA
| | - Kyle Murray
- Department of Physics and AstronomyUniversity of RochesterRochesterNew YorkUSA
| | - Etienne St‐Onge
- Sherbrooke Connectivity Imaging Laboratory (SCIL)Université de SherbrookeQuébecCanada
| | - Benjamin Risk
- Department of Biostatistics and BioinformaticsEmory UniversityAtlantaGeorgiaUSA
| | - Jianhui Zhong
- Department of Physics and AstronomyUniversity of RochesterRochesterNew YorkUSA
- Department of Imaging SciencesUniversity of RochesterRochesterNew YorkUSA
| | - Giovanni Schifitto
- Department of Imaging SciencesUniversity of RochesterRochesterNew YorkUSA
- Department of NeurologyUniversity of RochesterRochesterNew YorkUSA
| | - Maxime Descoteaux
- Sherbrooke Connectivity Imaging Laboratory (SCIL)Université de SherbrookeQuébecCanada
| | - Zhengwu Zhang
- Department of Statistics and Operations ResearchUniversity of North Carolina at Chapel HillNorth CarolinaUSA
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26
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Freschl J, Melcher D, Carter A, Kaldy Z, Blaser E. Seeing a Page in a Flipbook: Shorter Visual Temporal Integration Windows in 2-Year-Old Toddlers with Autism Spectrum Disorder. Autism Res 2020; 14:946-958. [PMID: 33174396 DOI: 10.1002/aur.2430] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Revised: 09/02/2020] [Accepted: 10/26/2020] [Indexed: 12/20/2022]
Abstract
Individuals with autism spectrum disorder (ASD) experience differences in visual temporal processing, the part of vision responsible for parsing continuous input into discrete objects and events. Here we investigated temporal processing in 2-year-old toddlers diagnosed with ASD and age-matched typically developing (TD) toddlers. We used a visual search task where the visibility of the target was determined by the pace of a display sequence. On integration trials, each display viewed alone had no visible target, but if integrated over time, the target became visible. On segmentation trials, the target became visible only when displays were perceptually segmented. We measured the percent of trials when participants fixated the target as a function of the stimulus onset asynchrony (SOA) between displays. We computed the crossover point of the integration and segmentation performance functions for each group, an estimate of the temporal integration window (TIW), the period in which visual input is combined. We found that both groups of toddlers had significantly longer TIWs (125 ms) than adults (65 ms) from previous studies using the same paradigm, and that toddlers with ASD had significantly shorter TIWs (108 ms) than chronologically age-matched TD controls (142 ms). LAY SUMMARY: We investigated how young children, with and without autism, organize dynamic visual information across time, using a visual search paradigm. We found that toddlers with autism had higher temporal resolution than typically developing (TD) toddlers of the same age - that is, they are more likely to be able to detect rapid change across time, relative to TD toddlers. These differences in visual temporal processing can impact how one sees, interprets, and interacts with the world. Autism Res 2021, 14: 946-958. © 2020 International Society for Autism Research and Wiley Periodicals LLC.
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Affiliation(s)
- Julie Freschl
- University of Massachusetts Boston, Department of Psychology, Boston, Massachusetts, USA
| | - David Melcher
- University of Massachusetts Boston, Department of Psychology, Boston, Massachusetts, USA.,University of Trento, Center for Mind/Brain Sciences (CIMeC), Rovereto, Italy
| | - Alice Carter
- University of Massachusetts Boston, Department of Psychology, Boston, Massachusetts, USA
| | - Zsuzsa Kaldy
- University of Massachusetts Boston, Department of Psychology, Boston, Massachusetts, USA
| | - Erik Blaser
- University of Massachusetts Boston, Department of Psychology, Boston, Massachusetts, USA
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27
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Li G, Chen Y, Wang W, Dhingra I, Zhornitsky S, Tang X, Li CSR. Sex Differences in Neural Responses to the Perception of Social Interactions. Front Hum Neurosci 2020; 14:565132. [PMID: 33061901 PMCID: PMC7518190 DOI: 10.3389/fnhum.2020.565132] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2020] [Accepted: 08/18/2020] [Indexed: 12/13/2022] Open
Abstract
Social interaction is critical to emotional well-being. Previous studies have suggested sex differences in the perception of social interaction. However, the findings depend on the nature of interactions and whether it involves facial emotions. Here, we explored sex differences in neural responses to the perception of social interaction using the Human Connectome Project data. Participants (n = 969, 505 women) were engaged in a social cognition task with geometric objects moving and colliding to simulate social interaction. Behaviorally, men relative to women demonstrated higher accuracy in perceiving social vs. random interactions. Men vs. women showed higher activation in the right superior temporal gyrus, bilateral occipital and posterior cingulate cortex and precuneus, and women vs. men showed higher activation in the right inferior frontal cortex, during exposure to social vs. random interactions. In whole-brain regressions, the differences in accuracy rate in identifying social vs. random interactions (AR SOC - AR RAN ) were associated with higher activation in the paracentral lobule (PCL) and lower activation in bilateral anterior insula (AI), pre-supplementary motor area (preSMA), and left middle frontal gyrus (MFG) in men and women combined, lower activation in bilateral AI, preSMA and left MFG in men alone, and higher activation in the PCL and the medial orbitofrontal cortex in women alone. The latter sex differences were confirmed by slope tests. Further, the PCL activity mediated the correlation between an internalizing syndromal score, as assessed by the Achenbach Self-Report, and (AR SOC - AR RAN ) across all subjects. These findings highlighted sex differences in the behavioral and neural processes underlying the perception of social interaction, as well as the influence of internalizing traits on these processes.
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Affiliation(s)
- Guangfei Li
- Department of Biomedical Engineering, School of Life Sciences, Beijing Institute of Technology, Beijing, China
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - Yu Chen
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - Wuyi Wang
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - Isha Dhingra
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - Simon Zhornitsky
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - Xiaoying Tang
- Department of Biomedical Engineering, School of Life Sciences, Beijing Institute of Technology, Beijing, China
| | - Chiang-Shan R. Li
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
- Department of Neuroscience, Yale University School of Medicine, New Haven, CT, United States
- Interdepartmental Neuroscience Program, Yale University School of Medicine, New Haven, CT, United States
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28
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Murray SO, Kolodny T, Schallmo MP, Gerdts J, Bernier RA. Late fMRI Response Components Are Altered in Autism Spectrum Disorder. Front Hum Neurosci 2020; 14:241. [PMID: 32694986 PMCID: PMC7338757 DOI: 10.3389/fnhum.2020.00241] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Accepted: 06/02/2020] [Indexed: 12/01/2022] Open
Abstract
Disrupted cortical neural inhibition has been hypothesized to be a primary contributor to the pathophysiology of autism spectrum disorder (ASD). This hypothesis predicts that ASD will be associated with an increase in neural responses. We tested this prediction by comparing fMRI response magnitudes to simultaneous visual, auditory, and motor stimulation in ASD and neurotypical (NT) individuals. No increases in the initial transient response in any brain region were observed in ASD, suggesting that there is no increase in overall cortical neural excitability. Most notably, there were widespread fMRI magnitude increases in the ASD response following stimulation offset, approximately 6–8 s after the termination of sensory and motor stimulation. In some regions, the higher fMRI offset response in ASD could be attributed to a lack of an “undershoot”—an often observed feature of fMRI responses believed to reflect inhibitory processing. Offset response magnitude was associated with reaction times (RT) in the NT group and may explain an overall reduced RT in the ASD group. Overall, our results suggest that increases in neural responsiveness are present in ASD but are confined to specific components of the neural response, are particularly strong following stimulation offset, and are linked to differences in RT.
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Affiliation(s)
- Scott O Murray
- Department of Psychology, University of Washington, Seattle, WA, United States
| | - Tamar Kolodny
- Department of Psychology, University of Washington, Seattle, WA, United States
| | - Michael-Paul Schallmo
- Department of Psychiatry and Behavioral Science, University of Minnesota, Minneapolis, MN, United States
| | - Jennifer Gerdts
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - Raphael A Bernier
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
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29
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Mathew J, Masson GS, Danion FR. Sex differences in visuomotor tracking. Sci Rep 2020; 10:11863. [PMID: 32681071 PMCID: PMC7368072 DOI: 10.1038/s41598-020-68069-0] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Accepted: 06/09/2020] [Indexed: 12/01/2022] Open
Abstract
There is a growing interest in sex differences in human and animal cognition. However, empirical evidences supporting behavioral and neural sex differences in humans remain sparse. Visuomotor behaviors offer a robust and naturalistic empirical framework to seek for the computational mechanisms underlying sex biases in cognition. In a large group of human participants (N = 127), we investigated sex differences in a visuo-oculo-manual motor task that consists of tracking with the hand a target moving unpredictably. We report a clear male advantage in hand tracking accuracy. We tested whether men and women employ different gaze strategy or hand movement kinematics. Results show no key difference in these distinct visuomotor components. However, highly consistent differences in eye-hand coordination were evidenced by a larger temporal lag between hand motion and target motion in women. This observation echoes with other studies showing a male advantage in manual reaction time to visual stimuli. We propose that the male advantage for visuomotor tracking does not reside in a more reliable gaze strategy, or in more sophisticated hand movements, but rather in a faster decisional process linking visual information about target motion with forthcoming hand, but not eye, actions.
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Affiliation(s)
- James Mathew
- Institut de Neurosciences de la Timone UMR 7289, CNRS and Aix Marseille Université, Faculté de Médecine de la Timone, 27 Bd Jean Moulin, 13005, Marseille, France.,Institute of Communication Technology, Electronics and Applied Mathematics, Université Catholique de Louvain, Avenue Georges Lemaitre 4-6 bte, 1348, Louvain-la-neuve, Belgium.,Institute of Neuroscience, Université Catholique de Louvain, 53 Avenue E Mounier, 1200, Brussels, Belgium
| | - Guillaume S Masson
- Institut de Neurosciences de la Timone UMR 7289, CNRS and Aix Marseille Université, Faculté de Médecine de la Timone, 27 Bd Jean Moulin, 13005, Marseille, France
| | - Frederic R Danion
- Institut de Neurosciences de la Timone UMR 7289, CNRS and Aix Marseille Université, Faculté de Médecine de la Timone, 27 Bd Jean Moulin, 13005, Marseille, France.
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30
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Abstract
Abnormal sensory processing has been observed in autism, including superior visual motion discrimination, but the neural basis for these sensory changes remains unknown. Leveraging well-characterized suppressive neural circuits in the visual system, we used behavioral and fMRI tasks to demonstrate a significant reduction in neural suppression in young adults with autism spectrum disorder (ASD) compared to neurotypical controls. MR spectroscopy measurements revealed no group differences in neurotransmitter signals. We show how a computational model that incorporates divisive normalization, as well as narrower top-down gain (that could result, for example, from a narrower window of attention), can explain our observations and divergent previous findings. Thus, weaker neural suppression is reflected in visual task performance and fMRI measures in ASD, and may be attributable to differences in top-down processing. Sensory hypersensitivity is common in autism spectrum disorders. Using functional MRI, psychophysics, and computational modeling, Schallmo et al. show that differences in visual motion perception in ASD are accompanied by weaker neural suppression in visual cortex.
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31
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Jeon HJ, Yun Y, Kwon OS. Integration of Position and Predictive Motion Signals in Aging Vision. Sci Rep 2020; 10:8783. [PMID: 32472035 PMCID: PMC7260223 DOI: 10.1038/s41598-020-65568-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Accepted: 05/01/2020] [Indexed: 11/20/2022] Open
Abstract
We examined the effect of aging on the integration of position and motion signals, which is essential for tracking visual objects, using the motion-induced position shift (MIPS) phenomenon. We first measured the MIPS and bias in speed perception at three eccentricities. Both young and older adults showed the increasing MIPS and decreasing perceived speed as the eccentricity increased, which is consistent with previous literature. More importantly, we found that the mean MIPS was 2.87 times larger in older adults, and the response variability in position tasks showed a larger difference between age groups compared with the difference in speed tasks. We then measured the MIPS across stimulus durations. Temporal changes in the MIPS showed similar patterns in young and older adults in that the MIPS initially peaked at around 60 ms and approached an asymptote. We further analyzed the changes in response variability across stimulus durations to estimate sensory noise and propagation noise separately and found that only sensory noise was significantly larger in older adults. The overall results suggest that the increased MIPS in older adults is due to the increased dependency on predictive motion signals to compensate for the relatively imprecise position signals, which in turn implies that older adults would depend more on the motion signals to track objects.
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Affiliation(s)
- Hyun-Jun Jeon
- Department of Human Factors Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea
| | - Yeojeong Yun
- Department of Human Factors Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea
| | - Oh-Sang Kwon
- Department of Human Factors Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, 44919, Republic of Korea.
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32
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Kolodny T, Schallmo MP, Gerdts J, Edden RAE, Bernier RA, Murray SO. Concentrations of Cortical GABA and Glutamate in Young Adults With Autism Spectrum Disorder. Autism Res 2020; 13:1111-1129. [PMID: 32297709 DOI: 10.1002/aur.2300] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2020] [Revised: 03/02/2020] [Accepted: 03/18/2020] [Indexed: 12/19/2022]
Abstract
The balance of excitation and inhibition in neural circuits is hypothesized to be increased in autism spectrum disorder, possibly mediated by altered signaling of the inhibitory neurotransmitter γ-aminobutyric acid (GABA), yet empirical evidence in humans is inconsistent. We used edited magnetic resonance spectroscopy (MRS) to quantify signals associated with both GABA and the excitatory neurotransmitter glutamate in multiple regions of the sensory and sensorimotor cortex, including primary visual, auditory, and motor areas in adult individuals with autism and in neurotypical controls. Despite the strong a priori hypothesis of reduced GABA in autism spectrum disorder, we found no group differences in neurometabolite concentrations in any of the examined regions and no correlations of MRS measure with psychophysical visual sensitivity or autism symptomatology. We demonstrate high data quality that is comparable across groups, with a relatively large sample of well-characterized participants, and use Bayesian statistics to corroborate the lack of any group differences. We conclude that levels of GABA and Glx (glutamate, glutamine, and glutathione) in the sensory and sensorimotor cortex, as measured with MRS at 3T, are comparable in adults with autism and neurotypical individuals. Autism Res 2020, 13: 1111-1129. © 2020 International Society for Autism Research, Wiley Periodicals, Inc. LAY SUMMARY: γ-Aminobutyric acid (GABA) and glutamate are the main inhibitory and excitatory neurotransmitters in the human brain, respectively, and their balanced interaction is necessary for neural function. Previous research suggests that the GABA and glutamate systems might be altered in autism. In this study, we used magnetic resonance spectroscopy to measure concentrations of these neurotransmitters in the sensory areas in the brains of young adults with autism. In contradiction to the common hypothesis of reduced GABA in autism, we demonstrate that concentrations of both GABA and glutamate, in all the brain regions examined, are comparable in individuals with autism and in neurotypical adults. © 2020 International Society for Autism Research, Wiley Periodicals, Inc.
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Affiliation(s)
- Tamar Kolodny
- Department of Psychology, University of Washington, Seattle, Washington, USA
| | - Michael-Paul Schallmo
- Department of Psychology, University of Washington, Seattle, Washington, USA.,Department of Psychiatry and Behavioral Science, University of Minnesota, Minneapolis, Minnesota, USA
| | - Jennifer Gerdts
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington, USA
| | - Richard A E Edden
- Department of Radiology and Radiological Sciences, Johns Hopkins University, Baltimore, Maryland, USA
| | - Raphael A Bernier
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington, USA
| | - Scott O Murray
- Department of Psychology, University of Washington, Seattle, Washington, USA
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33
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Kolodny T, Schallmo MP, Gerdts J, Bernier RA, Murray SO. Response Dissociation in Hierarchical Cortical Circuits: a Unique Feature of Autism Spectrum Disorder. J Neurosci 2020; 40:2269-2281. [PMID: 32015023 PMCID: PMC7083290 DOI: 10.1523/jneurosci.2376-19.2020] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Revised: 01/11/2020] [Accepted: 01/22/2020] [Indexed: 01/03/2023] Open
Abstract
A prominent hypothesis regarding the pathophysiology of autism is that an increase in the balance between neural excitation and inhibition results in an increase in neural responses. However, previous reports of population-level response magnitude in individuals with autism have been inconsistent. Critically, network interactions have not been considered in previous neuroimaging studies of excitation and inhibition imbalance in autism. In particular, a defining characteristic of cortical organization is its hierarchical and interactive structure; sensory and cognitive systems are comprised of networks where later stages inherit and build upon the processing of earlier input stages, and also influence and shape earlier stages by top-down modulation. Here we used the well established connections of the human visual system to examine response magnitudes in a higher-order motion processing region [middle temporal area (MT+)] and its primary input region (V1). Simple visual stimuli were presented to adult individuals with autism spectrum disorders (ASD; n = 24, mean age 23 years, 8 females) and neurotypical controls (n = 24, mean age 22, 8 females) during fMRI scanning. We discovered a strong dissociation of fMRI response magnitude between region MT+ and V1 in individuals with ASD: individuals with high MT+ responses had attenuated V1 responses. The magnitude of MT+ amplification and of V1 attenuation was associated with autism severity, appeared to result from amplified suppressive feedback from MT+ to V1, and was not present in neurotypical controls. Our results reveal the potential role of altered hierarchical network interactions in the pathophysiology of ASD.SIGNIFICANCE STATEMENT An imbalance between neural excitation and inhibition, resulting in increased neural responses, has been suggested as a pathophysiological pathway to autism, but direct evidence from humans is lacking. In the current study we consider the role of interactions between stages of sensory processing when testing increased neural responses in individuals with autism. We used the well known hierarchical structure of the visual motion pathway to demonstrate dissociation in the fMRI response magnitude between adjacent stages of processing in autism: responses are attenuated in a primary visual area but amplified in a subsequent higher-order area. This response dissociation appears to rely on enhanced suppressive feedback between regions and reveals a previously unknown cortical network alteration in autism.
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Affiliation(s)
| | - Michael-Paul Schallmo
- Departments of Psychology
- Department of Psychiatry and Behavioral Science, University of Minnesota, Minneapolis, Minnesota 55455
| | - Jennifer Gerdts
- Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington 95195, and
| | - Raphael A Bernier
- Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington 95195, and
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34
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Isernia S, Sokolov AN, Fallgatter AJ, Pavlova MA. Untangling the Ties Between Social Cognition and Body Motion: Gender Impact. Front Psychol 2020; 11:128. [PMID: 32116932 PMCID: PMC7016199 DOI: 10.3389/fpsyg.2020.00128] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Accepted: 01/16/2020] [Indexed: 01/25/2023] Open
Abstract
We proved the viability of the general hypothesis that biological motion (BM) processing serves as a hallmark of social cognition. We assumed that BM processing and inferring emotions through BM (body language reading) are firmly linked and examined whether this tie is gender-specific. Healthy females and males completed two tasks with the same set of point-light BM displays portraying angry and neutral locomotion of female and male actors. For one task, perceivers had to indicate actor gender, while for the other, they had to infer the emotional content of locomotion. Thus, with identical visual input, we directed task demands either to BM processing or inferring of emotion. This design allows straight comparison between sensitivity to BM and recognition of emotions conveyed by the same BM. In addition, perceivers were administered a set of photographs from the Reading the Mind in the Eyes Test (RMET), with which they identified either emotional state or actor gender. Although there were no gender differences in performance on BM tasks, a tight link occurred between recognition accuracy of emotions and gender through BM in males. In females only, body language reading (both accuracy and response time) was associated with performance on the RMET. The outcome underscores gender-specific modes in visual social cognition and triggers investigation of body language reading in a wide range of neuropsychiatric disorders.
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Affiliation(s)
- Sara Isernia
- Department of Psychiatry and Psychotherapy, Medical School and University Hospital, Eberhard Karls University of Tübingen, Tübingen, Germany
- Department of Psychology, Università Cattolica del Sacro Cuore, Milan, Italy
- CADITeR, IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | - Alexander N. Sokolov
- Department of Psychiatry and Psychotherapy, Medical School and University Hospital, Eberhard Karls University of Tübingen, Tübingen, Germany
| | - Andreas J. Fallgatter
- Department of Psychiatry and Psychotherapy, Medical School and University Hospital, Eberhard Karls University of Tübingen, Tübingen, Germany
| | - Marina A. Pavlova
- Department of Psychiatry and Psychotherapy, Medical School and University Hospital, Eberhard Karls University of Tübingen, Tübingen, Germany
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35
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Gender Differences in Familiar Face Recognition and the Influence of Sociocultural Gender Inequality. Sci Rep 2019; 9:17884. [PMID: 31784547 PMCID: PMC6884510 DOI: 10.1038/s41598-019-54074-5] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2019] [Accepted: 11/07/2019] [Indexed: 01/05/2023] Open
Abstract
Are gender differences in face recognition influenced by familiarity and socio-cultural factors? Previous studies have reported gender differences in processing unfamiliar faces, consistently finding a female advantage and a female own-gender bias. However, researchers have recently highlighted that unfamiliar faces are processed less efficiently than familiar faces, which have more robust, invariant representations. To-date, no study has examined whether gender differences exist for familiar face recognition. The current study addressed this by using a famous faces task in a large, web-based sample of > 2000 participants across different countries. We also sought to examine if differences varied by socio-cultural gender equality within countries. When examining raw accuracy as well when controlling for fame, the results demonstrated that there were no participant gender differences in overall famous face accuracy, in contrast to studies of unfamiliar faces. There was also a consistent own-gender bias in male but not female participants. In countries with low gender equality, including the USA, females showed significantly better recognition of famous female faces compared to male participants, whereas this difference was abolished in high gender equality countries. Together, this suggests that gender differences in recognizing unfamiliar faces can be attenuated when there is enough face learning and that sociocultural gender equality can drive gender differences in familiar face recognition.
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36
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Spatial suppression promotes rapid figure-ground segmentation of moving objects. Nat Commun 2019; 10:2732. [PMID: 31266956 PMCID: PMC6606582 DOI: 10.1038/s41467-019-10653-8] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2018] [Accepted: 05/21/2019] [Indexed: 12/21/2022] Open
Abstract
Segregation of objects from their backgrounds is a fundamental visual function and one that is particularly effective when objects are in motion. Theoretically, suppressive center-surround mechanisms are well suited for accomplishing motion segregation. This longstanding hypothesis, however, has received limited empirical support. We report converging correlational and causal evidence that spatial suppression of background motion signals is critical for rapid segmentation of moving objects. Motion segregation ability is strongly predicted by both individual and stimulus-driven variations in spatial suppression strength. Moreover, aging-related superiority in perceiving background motion is associated with profound impairments in motion segregation. This segregation deficit is alleviated via perceptual learning, but only when motion segregation training also causes decreased sensitivity to background motion. We argue that perceptual insensitivity to large moving stimuli effectively implements background subtraction, which, in turn, enhances the visibility of moving objects and accounts for the observed link between spatial suppression and motion segregation. The visual system excels at segregating moving objects from their backgrounds, a key visual function hypothesized to be driven by suppressive centre-surround mechanisms. Here, the authors show that spatial suppression of background motion signals is critical for rapid segmentation of moving objects.
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37
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Piotrowska B, Willis A. Beyond the global motion deficit hypothesis of developmental dyslexia: A cross-sectional study of visual, cognitive, and socio-economic factors influencing reading ability in children. Vision Res 2019; 159:48-60. [PMID: 30885877 DOI: 10.1016/j.visres.2019.03.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Revised: 03/12/2019] [Accepted: 03/12/2019] [Indexed: 11/16/2022]
Abstract
Although primarily conceptualized as a disorder of phonological awareness, developmental dyslexia is often associated with broader problems perceiving and attending to transient or rapidly-moving visual stimuli. However, the extent to which such visual deficits represent the cause or the consequence of dyslexia remains contentious, and very little research has examined the relative contributions of phonological, visual, and other variables to reading performance more broadly. We measured visual sensitivity to global motion (GM) and global form (GF), performance on various language and other cognitive tasks believed to be compromised in dyslexia (phonological awareness, processing speed, and working memory), together with a range of social and demographic variables often omitted in previous research, such as age, gender, non-verbal intelligence, and socio-economic status in an unselected sample (n = 132) of children aged 6-11.5 yrs from two different primary schools in Edinburgh, UK. We found that: (i) Mean GM sensitivity (but not GF) was significantly lower in poor readers (medium effect size); (ii) GM sensitivity accounted for only 3% of the variance in reading scores; (iii) GM sensitivity deficits were observed in only 16% of poor readers; (iv) the best predictors of reading performance were phonological awareness, non-verbal intelligence, and socio-economic status, suggesting the importance of controlling for these in future studies of vision and reading. These findings suggest that developmental dyslexia is unlikely to represent a single category of neurodevelopmental disorder underpinned by lower-level deficits in visual motion processing.
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Affiliation(s)
- Barbara Piotrowska
- School of Applied Sciences, Edinburgh Napier University, 9 Sighthill Ct, Edinburgh EH11 4BN, UK.
| | - Alexandra Willis
- School of Health in Social Science, The University of Edinburgh, Medical School, Teviot Place, Edinburgh EH8 9AG, UK.
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Borghuis BG, Tadin D, Lankheet MJ, Lappin JS, van de Grind WA. Temporal Limits of Visual Motion Processing: Psychophysics and Neurophysiology. Vision (Basel) 2019; 3:vision3010005. [PMID: 31735806 PMCID: PMC6802765 DOI: 10.3390/vision3010005] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Revised: 01/11/2019] [Accepted: 01/11/2019] [Indexed: 11/16/2022] Open
Abstract
Under optimal conditions, just 3–6 ms of visual stimulation suffices for humans to see motion. Motion perception on this timescale implies that the visual system under these conditions reliably encodes, transmits, and processes neural signals with near-millisecond precision. Motivated by in vitro evidence for high temporal precision of motion signals in the primate retina, we investigated how neuronal and perceptual limits of motion encoding relate. Specifically, we examined the correspondence between the time scale at which cat retinal ganglion cells in vivo represent motion information and temporal thresholds for human motion discrimination. The timescale for motion encoding by ganglion cells ranged from 4.6 to 91 ms, and depended non-linearly on temporal frequency, but not on contrast. Human psychophysics revealed that minimal stimulus durations required for perceiving motion direction were similarly brief, 5.6–65 ms, and similarly depended on temporal frequency but, above ~10%, not on contrast. Notably, physiological and psychophysical measurements corresponded closely throughout (r = 0.99), despite more than a 20-fold variation in both human thresholds and optimal timescales for motion encoding in the retina. The match in absolute values of the neurophysiological and psychophysical data may be taken to indicate that from the lateral geniculate nucleus (LGN) through to the level of perception little temporal precision is lost. However, we also show that integrating responses from multiple neurons can improve temporal resolution, and this potential trade-off between spatial and temporal resolution would allow for loss of temporal resolution after the LGN. While the extent of neuronal integration cannot be determined from either our human psychophysical or neurophysiological experiments and its contribution to the measured temporal resolution is unknown, our results demonstrate a striking similarity in stimulus dependence between the temporal fidelity established in the retina and the temporal limits of human motion discrimination.
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Affiliation(s)
- Bart G. Borghuis
- Department of Anatomical Sciences and Neurobiology, University of Louisville School of Medicine, Louisville, KY 40202, USA
- Helmholtz Institute and Department of Functional Neurobiology, Utrecht University, 3584 CH Utrecht, The Netherlands
- Correspondence:
| | - Duje Tadin
- Brain and Cognitive Sciences, Center for Visual Science, Neuroscience, and Ophthalmology, University of Rochester, Rochester, NY 14627, USA
- Vanderbilt Vision Research Center, Vanderbilt University, Nashville, TN 37235, USA
| | - Martin J.M. Lankheet
- Department of Animal Sciences, Wageningen University, 6700 AH Wageningen, The Netherlands
- Helmholtz Institute and Department of Functional Neurobiology, Utrecht University, 3584 CH Utrecht, The Netherlands
| | - Joseph S. Lappin
- Vanderbilt Vision Research Center, Vanderbilt University, Nashville, TN 37235, USA
- Helmholtz Institute and Department of Functional Neurobiology, Utrecht University, 3584 CH Utrecht, The Netherlands
| | - Wim A. van de Grind
- Helmholtz Institute and Department of Functional Neurobiology, Utrecht University, 3584 CH Utrecht, The Netherlands
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Schallmo MP, Millin R, Kale AM, Kolodny T, Edden RAE, Bernier RA, Murray SO. Glutamatergic facilitation of neural responses in MT enhances motion perception in humans. Neuroimage 2019; 184:925-931. [PMID: 30312807 PMCID: PMC6230494 DOI: 10.1016/j.neuroimage.2018.10.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Revised: 09/22/2018] [Accepted: 10/01/2018] [Indexed: 01/18/2023] Open
Abstract
There is large individual variability in human neural responses and perceptual abilities. The factors that give rise to these individual differences, however, remain largely unknown. To examine these factors, we measured fMRI responses to moving gratings in the motion-selective region MT, and perceptual duration thresholds for motion direction discrimination. Further, we acquired MR spectroscopy data, which allowed us to quantify an index of neurotransmitter levels in the region of area MT. These three measurements were conducted in separate experimental sessions within the same group of male and female subjects. We show that stronger Glx (glutamate + glutamine) signals in the MT region are associated with both higher fMRI responses and superior psychophysical task performance. Our results suggest that greater baseline levels of glutamate within MT facilitate motion perception by increasing neural responses in this region.
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Affiliation(s)
| | - Rachel Millin
- Department of Psychology, University of Washington, Seattle, WA, USA
| | - Alex M Kale
- Department of Psychology, University of Washington, Seattle, WA, USA
| | - Tamar Kolodny
- Department of Psychology, University of Washington, Seattle, WA, USA
| | - Richard A E Edden
- Department of Radiology and Radiological Science, Johns Hopkins University, Baltimore, MD, USA
| | - Raphael A Bernier
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Scott O Murray
- Department of Psychology, University of Washington, Seattle, WA, USA
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