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Chan AS, Leung PY, Pang TWY, Sze SL. Eye-tracking training improves visuospatial working memory of children with attention-deficit/hyperactivity disorder and autism spectrum disorder. Autism Res 2024. [PMID: 39364754 DOI: 10.1002/aur.3238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 09/13/2024] [Indexed: 10/05/2024]
Abstract
Given the close connection between eye movement and frontal lobe functions and some evidence supporting the effect of eye-tracking training on enhancing cognitive performance mediated by the frontal lobe, this study aimed to explore if after-school eye-tracking training can improve the visuospatial working memory (VSWM) and cognitive flexibility performance in children with attention-deficit/hyperactivity disorder (ADHD) and autism spectrum disorder (ASD). This study is a non-randomized cluster trial. Forty children from eight primary schools were selected, half receiving eye-tracking training for 20 sessions over 9 months, while the other half served as a waitlist control. They were matched on demographic characteristics and baseline cognitive performance. Their VSWM and cognitive flexibility were assessed at the beginning and end of the study. Results showed that children who received eye-tracking training, but not those on a waitlist, exhibited significant improvements in the total score and working memory span of the VSWM tests, and the correct responses in cognitive flexibility tests. Specifically, VSWM performance at higher span levels (5 or above) yielded a greater improvement. The findings suggest that eye-tracking training can be a feasible and effective after-school program for improving working memory and cognitive flexibility performance in children with ADHD and ASD. This study was prospectively registered at ClinicalTrials.gov (https://clinicaltrials.gov/, trial number: NCT05428657).
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Affiliation(s)
- Agnes S Chan
- Department of Psychology, Neuropsychology Laboratory, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong SAR, China
- Research Centre for Neuropsychological Well-Being, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong SAR, China
| | - Pui-Ying Leung
- Department of Psychology, Neuropsychology Laboratory, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong SAR, China
- Research Centre for Neuropsychological Well-Being, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong SAR, China
| | - Tiffany Wing-Yin Pang
- Department of Psychology, Neuropsychology Laboratory, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong SAR, China
- Research Centre for Neuropsychological Well-Being, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong SAR, China
| | - Sophia L Sze
- Department of Psychology, Neuropsychology Laboratory, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong SAR, China
- Research Centre for Neuropsychological Well-Being, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong SAR, China
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2
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Hao C, Zhang X, An J, Bao W, Yang F, Chen J, Hou S, Wang Z, Du S, Zhao Y, Wang Q, Min G, Li Y. An effective screening model for subjective cognitive decline in community-dwelling older adults based on gait analysis and eye tracking. Front Aging Neurosci 2024; 16:1444375. [PMID: 39385830 PMCID: PMC11462412 DOI: 10.3389/fnagi.2024.1444375] [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: 06/05/2024] [Accepted: 09/03/2024] [Indexed: 10/12/2024] Open
Abstract
Objective To evaluate the effectiveness of multimodal features based on gait analysis and eye tracking for elderly people screening with subjective cognitive decline in the community. Methods In the study, 412 cognitively normal older adults aged over 65 years were included. Among them, 230 individuals were diagnosed with non-subjective cognitive decline and 182 with subjective cognitive decline. All participants underwent assessments using three screening tools: the traditional SCD9 scale, gait analysis, and eye tracking. The gait analysis involved three tasks: the single task, the counting backwards dual task, and the naming animals dual task. Eye tracking included six paradigms: smooth pursuit, median fixation, lateral fixation, overlap saccade, gap saccade, and anti-saccade tasks. Using the XGBoost machine learning algorithm, several models were developed based on gait analysis and eye tracking to classify subjective cognitive decline. Results A total of 161 gait and eye-tracking features were measured. 22 parameters, including 9 gait and 13 eye-tracking features, showed significant differences between the two groups (p < 0.05). The top three eye-tracking paradigms were anti-saccade, gap saccade, and median fixation, with AUCs of 0.911, 0.904, and 0.891, respectively. The gait analysis features had an AUC of 0.862, indicating better discriminatory efficacy compared to the SCD9 scale, which had an AUC of 0.762. The model based on single and dual task gait, anti-saccade, gap saccade, and median fixation achieved the best efficacy in SCD screening (AUC = 0.969). Conclusion The gait analysis, eye-tracking multimodal assessment tool is an objective and accurate screening method that showed better detection of subjective cognitive decline. This finding provides another option for early identification of subjective cognitive decline in the community.
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Affiliation(s)
- Chenxi Hao
- Department of Neurology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Xiaonan Zhang
- Department of Radiology, First Hospital of Shanxi Medical University, Taiyuan, China
- Department of Medical Imaging, Shanxi Medical University, Taiyuan, China
| | - Junpin An
- Department of Neurology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Wenjing Bao
- Department of Neurology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Fan Yang
- State Key Laboratory of Computer Science and Beijing Key Lab of Human-Computer Interaction, Institute of Software, Chinese Academy of Sciences, Beijing, China
| | - Jinyu Chen
- Department of Neurology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Sijia Hou
- Department of Neurology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Zhigang Wang
- Department of First Clinical Medicine, Shanxi Medical University, Taiyuan, China
| | - Shuning Du
- Department of Neurology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Yarong Zhao
- Department of Neurology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Qiuyan Wang
- Department of Neurology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Guowen Min
- Department of Neurology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Yang Li
- Department of Neurology, First Hospital of Shanxi Medical University, Taiyuan, China
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Xu Y, Zhang C, Pan B, Yuan Q, Zhang X. A portable and efficient dementia screening tool using eye tracking machine learning and virtual reality. NPJ Digit Med 2024; 7:219. [PMID: 39174736 PMCID: PMC11341897 DOI: 10.1038/s41746-024-01206-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 07/29/2024] [Indexed: 08/24/2024] Open
Abstract
Dementia represents a significant global health challenge, with early screening during the preclinical stage being crucial for effective management. Traditional diagnostic biomarkers for Alzheimer's Disease, the most common form of dementia, are limited by cost and invasiveness. Mild cognitive impairment (MCI), a precursor to dementia, is currently identified through neuropsychological tests like the Montreal Cognitive Assessment (MoCA), which are not suitable for large-scale screening. Eye-tracking technology, capturing and quantifying eye movements related to cognitive behavior, has emerged as a promising tool for cognitive assessment. Subtle changes in eye movements could serve as early indicators of MCI. However, the interpretation of eye-tracking data is challenging. This study introduced a dementia screening tool, VR Eye-tracking Cognitive Assessment (VECA), using eye-tracking technology, machine learning, and virtual reality (VR) to offer a non-invasive, efficient alternative capable of large-scale deployment. VECA was conducted with 201 participants from Shenzhen Baoan Chronic Hospital, utilizing eye-tracking data captured via VR headsets to predict MoCA scores and classify cognitive impairment across different educational backgrounds. The support vector regression model employed demonstrated a high correlation (0.9) with MoCA scores, significantly outperforming baseline models. Furthermore, it established optimal cut-off scores for identifying cognitive impairment with notable sensitivity (88.5%) and specificity (83%). This study underscores VECA's potential as a portable, efficient tool for early dementia screening, highlighting the benefits of integrating eye-tracking technology, machine learning, and VR in cognitive health assessments.
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Affiliation(s)
- Ying Xu
- Shenzhen Bao'an Centre for Chronic Disease Control, Shenzhen, PR China
| | - Chi Zhang
- Shenzhen Yiwei Technology, Shenzhen, PR China
| | - Baobao Pan
- Shenzhen Yiwei Technology, Shenzhen, PR China
| | - Qing Yuan
- Shenzhen Bao'an Centre for Chronic Disease Control, Shenzhen, PR China.
| | - Xu Zhang
- National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University, Shenzhen, PR China.
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Wei L, Pan D, Wu S, Wang H, Wang J, Guo L, Gu Y. A glimpse into the future: revealing the key factors for survival in cognitively impaired patients. Front Aging Neurosci 2024; 16:1376693. [PMID: 39026993 PMCID: PMC11254678 DOI: 10.3389/fnagi.2024.1376693] [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: 01/26/2024] [Accepted: 06/26/2024] [Indexed: 07/20/2024] Open
Abstract
Background Drawing on prospective data from the National Health and Nutrition Examination Survey (NHANES), our goal was to construct and validate a 5-year survival prediction model for individuals with cognitive impairment (CI). Methods This study entailed a prospective cohort design utilizing information from the 2011-2014 NHANES dataset, encompassing individuals aged 40 years or older, with updated mortality status as of December 31, 2019. Predictive models within the derivation and validation cohorts were assessed using logistic proportional risk regression, column-line plots, and least absolute shrinkage and selection operator (LASSO) binomial regression models. Results The study enrolled a total of 1,439 participants (677 men, mean age 69.75 ± 6.71 years), with the derivation and validation cohorts consisting of 1,007 (538 men) and 432 (239 men) individuals, respectively. The 5-year mortality rate stood at 16.12% (n = 232). We devised a 5-item column-line graphical model incorporating age, race, stroke, cardiovascular disease (CVD), and blood urea nitrogen (BUN). The model exhibited an area under the curve (AUC) of 0.772 with satisfactory calibration. Internal validation demonstrated that the column-line graph model displayed strong discrimination, yielding an AUC of 0.733, and exhibited good calibration. Conclusion To sum up, our study successfully developed and internally validated a 5-item nomogram integrating age, race, stroke, cardiovascular disease, and blood urea nitrogen. This nomogram exhibited robust predictive performance for 5-year mortality in individuals with CI, offering a valuable tool for prognostic evaluation and personalized care planning.
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Affiliation(s)
- Libing Wei
- Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Dikang Pan
- Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Sensen Wu
- Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Hui Wang
- Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Jingyu Wang
- Renal Division, Peking University First Hospital, Beijing, China
| | - Lianrui Guo
- Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Yongquan Gu
- Xuanwu Hospital, Capital Medical University, Beijing, China
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Lu L, Ni W, Liu Y, Sun L, Li F. Anti-saccade as a tool to evaluate cognitive impairment in vestibular migraine. Front Neurol 2024; 15:1419372. [PMID: 38948136 PMCID: PMC11211558 DOI: 10.3389/fneur.2024.1419372] [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: 04/18/2024] [Accepted: 06/03/2024] [Indexed: 07/02/2024] Open
Abstract
Background Vestibular migraine (VM), an intricate subtype of migraine, amalgamates the dual attributes of migraine and vestibular disorders. In clinical settings, individuals with VM frequently articulate concerns regarding the manifestation of subjective cognitive impairment. This cognitive dysfunction is intricately linked with diminished mobility, heightened susceptibility to falls, and increased absenteeism in afflicted patients. Consequently, comprehending the features of cognitive impairment in VM patients holds potential clinical significance. The pursuit of rapid and objective methods for detection and assessment is foundational and prerequisite for efficacious cognitive management of VM patients. Methods The study encompassed 50 patients diagnosed with vestibular migraine and recruited 50 age-sex matched healthy controls. All participants underwent anti-saccade tasks, and cognitive evaluation was performed using the MMSE and MoCA to assess overall cognitive function. Additionally, RBANS scales were employed to measure specific cognitive domains. Results The VM patients and normal controls demonstrated statistical parity in terms of age, gender, education, weight, and BMI, with no significant differences observed. Analysis of cognitive scores divulged a marked increase in the incidence of Mild Cognitive Impairment (MCI) in VM patients compared to Healthy Controls (HCs). Both MMSE and MoCA scores were notably lower in VM patients compared to their healthy counterparts. The RBANS cognitive test indicated significant impairment in immediate memory, visuospatial construction, language, attention, and delayed memory among VM patients. Notably, the Trail Making Test and Stroop Color-Word Test revealed compromised processing speed and executive function cognitive domains. The anti-saccadic task highlighted significantly elevated anti-saccadic latency and frequency of direction errors in vestibular migraine patients. Symptom severity, illness duration, and episode frequency in VM patients positively correlated with counter-scanning errors and negatively correlated with cognitive performance across diverse cognitive domains. Conclusion VM patients exhibit cognitive decline across multiple cognitive domains during the interictal period. This cognitive impairment may not be fully reversible, underscoring its potential clinical significance for cognitive management in VM patients. The sensitivity of anti-saccade tasks to the cognitive status of VM patients positions them as promising objective indicators for diagnosis, intervention, and evaluation of cognitive impairment effects in VM in future applications.
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Affiliation(s)
- Lingmei Lu
- Department of Neurology, Qidong People’s Hospital/Affiliated Qidong Hospital of Nantong University, Nantong, China
| | - Wenyu Ni
- Department of Endocrinology, Qidong People’s Hospital/Affiliated Qidong Hospital of Nantong University, Nantong, China
| | - Yin Liu
- Dizziness Clinic, Jilin Provincial Academy of Chinese Medicine Sciences, Changchun, China
| | - Li Sun
- Dizziness Clinic, Jilin Provincial Academy of Chinese Medicine Sciences, Changchun, China
| | - Fei Li
- Department of Neurology, Second Affiliated Hospital of Naval Medical University, Shanghai, China
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Li H, Peng A, Lai W, Wu J, Ji S, Hu D, Chen S, Zhu C, Hong Q, Zhang M, Chen L. Impacts of education level on Montreal Cognitive Assessment and saccades in community residents from Western China. Clin Neurophysiol 2024; 161:27-39. [PMID: 38432186 DOI: 10.1016/j.clinph.2024.02.017] [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: 10/01/2023] [Revised: 01/26/2024] [Accepted: 02/13/2024] [Indexed: 03/05/2024]
Abstract
OBJECTIVES This cross-sectional study sought to evaluate the effectiveness of the Montreal Cognitive Assessment (MoCA) and saccade in discerning the cognitive function levels among community populations characterized by diverse educational backgrounds. METHODS Data from 665 Western China individuals encompassed MoCA scores and saccade performance. The study examined how education level and age influenced these assessments and highlighted the contrasting abilities of these measures in detecting cognitive abnormalities. RESULTS The saccade model revealed a consistent cognitive impairment prevalence (15.5%) compared to previous clinical data (9.7% to 23.3%), while MoCA exhibited variable rates (25.1% to 52.8%). Notably, saccades and MoCA significantly diverged in detecting cognitive dysfunction. Additionally, education level had a greater impact on MoCA (effect size: 0.272) compared to saccades (0.024) affecting all MoCA sub-items, with age exerting a smaller influence on MoCA (0.037) compared to saccades (0.056). CONCLUSION Saccades are less susceptible to the influence of education level when compared to MoCA, making saccade a potentially more suitable cognitive screening tool for rural community populations. SIGNIFICANCE This study represents a pioneering approach by employing saccade detection within community populations to distinguish cognitive function status.
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Affiliation(s)
- Hua Li
- Research Center of Clinical Epidemiology and Evidence-Based Medicine, West China Hospital, Sichuan University, Chengdu 610041, China; Department of Neurology, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, Sichuan 610041, China; Joint Research Institute of Altitude Health, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
| | - Anjiao Peng
- Department of Neurology, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, Sichuan 610041, China
| | - Wanlin Lai
- Department of Neurology, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, Sichuan 610041, China
| | - Junru Wu
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal University, Beijing 100875, China.
| | - Shuming Ji
- Department of Clinical Research Management, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, Sichuan 610041, China
| | - Dan Hu
- Department of Clinical Research Management, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, Sichuan 610041, China
| | - Shujuan Chen
- Department of Clinical Research Management, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, Sichuan 610041, China
| | - Chenxing Zhu
- Department of Clinical Research Management, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, Sichuan 610041, China
| | - Qiulei Hong
- Department of Neurology, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, Sichuan 610041, China
| | - Mingsha Zhang
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal University, Beijing 100875, China.
| | - Lei Chen
- Research Center of Clinical Epidemiology and Evidence-Based Medicine, West China Hospital, Sichuan University, Chengdu 610041, China; Department of Neurology, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, Sichuan 610041, China; Joint Research Institute of Altitude Health, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China.
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Leng Q, Deng B, Ju Y. Application and progress of advanced eye movement examinations in cognitive impairment. Front Aging Neurosci 2024; 16:1377406. [PMID: 38694260 PMCID: PMC11061382 DOI: 10.3389/fnagi.2024.1377406] [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: 01/27/2024] [Accepted: 04/04/2024] [Indexed: 05/04/2024] Open
Abstract
The worldwide incidence of cognitive impairment is escalating, yet no effective solutions for these afflictions have been discovered. Consequently, the importance of early identification and immediate intervention is heightened. Advanced eye movements-a form of voluntary eye movements that includes anti-saccades, memory-guided saccades, predictive saccades, pro-saccades and gap/overlap saccades, mediated by the cerebral cortex and subcortical pathways reflect cognitive levels and functions across different domains. In view of their objectivity, reproducibility, and non-invasive characteristics, advanced eye movement examination possesses significant prospective utility across a wide range of cognitive impairment. This paper extensively reviews various models associated with advanced eye movement examinations and their current applications in cognitive impairment such as Alzheimer's disease, Lewy body dementia and frontotemporal dementia. Advanced eye movement examination can serve as a biomarker for early screening diagnosis and research on cognitive impairment. In the future, combining advanced eye movement examination with neuropsychological scale assessment and other diagnostic methods may contribute to further early identification of these types of diseases.
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Affiliation(s)
- Qi Leng
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Bo Deng
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yi Ju
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Clinical Center for Vertigo and Balance Disturbance, China National Clinical Research Center for Neurological Diseases, Beijing, China
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Fu X, Sun P, Zhang X, Zhu D, Qin Q, Lu J, Wang J. GABA in the anterior cingulate cortex mediates the association of white matter hyperintensities with executive function: a magnetic resonance spectroscopy study. Aging (Albany NY) 2024; 16:4282-4298. [PMID: 38441529 PMCID: PMC10968699 DOI: 10.18632/aging.205585] [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: 10/13/2023] [Accepted: 01/24/2024] [Indexed: 03/22/2024]
Abstract
White matter hyperintensities (WMH) and gamma-aminobutyric acid (GABA) are associated with executive function. Multiple studies suggested cortical alterations mediate WMH-related cognitive decline. The aim of this study was to investigate the crucial role of cortical GABA in the WMH patients. In the 87 WMH patients (46 mild and 41 moderate to severe) examined in this study, GABA levels in the anterior cingulate cortex (ACC) and posterior cingulate cortex (PCC) assessed by the Meshcher-Garwood point resolved spectroscopy (MEGA-PRESS) sequence, WMH volume and executive function were compared between the two groups. Partial correlation and mediation analyses were carried out to examine the GABA levels in mediating the association between WMH volume and executive function. Patients with moderate to severe WMH had lower GABA+/Cr in the ACC (p = 0.034) and worse executive function (p = 0.004) than mild WMH patients. In all WMH cases, the GABA+/Cr levels in the ACC mediated the negative correlation between WMH and executive function (ab: effect = -0.020, BootSE = 0.010, 95% CI: -0.042 to -0.004). This finding suggested GABA+/Cr levels in the ACC might serve as a protective factor or potential target for preventing the occurrence and progression of executive function decline in WMH people.
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Affiliation(s)
- Xiaona Fu
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan 430030, China
| | - Peng Sun
- Clinical and Technical Support, Philips Healthcare, Beijing 100600, China
| | - Xinli Zhang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan 430030, China
| | - Dongyong Zhu
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan 430030, China
| | - Qian Qin
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan 430030, China
| | - Jue Lu
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan 430030, China
| | - Jing Wang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan 430030, China
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Che J, Cheng N, Jiang B, Liu Y, Liu H, Li Y, Liu H. Executive function measures of participants with mild cognitive impairment: Systematic review and meta-analysis of event-related potential studies. Int J Psychophysiol 2024; 197:112295. [PMID: 38266685 DOI: 10.1016/j.ijpsycho.2023.112295] [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: 10/30/2023] [Revised: 12/19/2023] [Accepted: 12/30/2023] [Indexed: 01/26/2024]
Abstract
OBJECTIVE Objective measurements of executive functions using event-related potential (ERP) may be used as markers for differentiating healthy controls (HC) from patients with mild cognitive impairment (MCI). ERP is non-invasive, cost-effective, and affordable. Older adults with MCI demonstrate deteriorated executive function, serving as a potentially valid neurophysiological marker for identifying MCI. We aimed to review published ERP studies on executive function in older adults with MCI and summarize the performance differences by component between healthy older adults and older adults with MCI. METHODS Eight electronic databases (Web of Science, PubMed, ScienceDirect, American Psychological Association PsycNet, Cochrane Library, Scopus, Embase, and Ovid) were searched for the study. Articles published from January 1 to December 31, 2022, were considered for this review. A random-effects meta-analysis and between-study heterogeneity analysis were conducted using Comprehensive Meta-Analysis V3.0 software. RESULTS We identified 7829 articles of which 28 met the full inclusion criteria and were included in the systematic review and analyses. Our pooled analysis suggested that participants with MCI can be differentiated from HC by significant P200, P300, and N200 latencies. The P100 and P300 amplitudes were significantly smaller in participants with MCI when compared with those in the HCs, and the patients with MCI showed increased N200 amplitudes. Our findings provide new insights into potential electrophysiological biomarkers for diagnosing MCI.
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Affiliation(s)
- Jiajun Che
- Department of Psychology, Chengde Medical University, Chengde 067000, China
| | - Nan Cheng
- Department of Psychology, Chengde Medical University, Chengde 067000, China
| | - Bicong Jiang
- Department of Psychology, Chengde Medical University, Chengde 067000, China
| | - Yanli Liu
- Department of Biomedical Engineering, Chengde Medical University, Chengde 067000, China
| | - Haihong Liu
- Department of Psychology, Chengde Medical University, Chengde 067000, China; Natural University of Malaysia, Faculty of Social Sciences and Humanities, Centre for Psychology and Human Welfare, Bangui, Malaysia
| | - Yutong Li
- Department of Psychology, Chengde Medical University, Chengde 067000, China
| | - Haining Liu
- Department of Psychology, Chengde Medical University, Chengde 067000, China; Hebei Key Laboratory of Nerve Injury and Repair, Chengde Medical University, Chengde 067000, China.
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He X, Selesnick I, Zhu M. Research Progress of Eye Movement Analyses and its Detection Algorithms in Alzheimer's Disease. Curr Alzheimer Res 2024; 21:91-100. [PMID: 38661033 DOI: 10.2174/0115672050300564240416074025] [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: 01/04/2024] [Revised: 03/29/2024] [Accepted: 03/29/2024] [Indexed: 04/26/2024]
Abstract
Alzheimer's disease (AD) has been considered one of the most challenging forms of dementia. The earlier the people are diagnosed with AD, the easier it is for doctors to find a treatment. Based on the previous literature summarizing the research results on the relationship between eye movement and AD before 2013, this paper reviewed 34 original eye movements research papers only closely related to AD published in the past ten years and pointed out that the prosaccade (4 papers) and antisaccade (5 papers) tasks, reading tasks (3 papers), visual search tasks (3 papers) are still the research objects of many researchers, Some researchers have looked at King-Devick tasks (2 papers), reading tasks (3 papers) and special tasks (8 papers), and began to use combinations of different saccade tasks to detect the relationship between eye movement and AD, which had not been done before. These reflect the diversity of eye movement tasks and the complexity and difficulty of the relationship between eye movement and AD. On this basis, the current processing and analysis methods of eye movement datasets are analyzed and discussed in detail, and we note that certain key data that may be especially important for the early diagnosis of AD by using eye movement studies cannot be miss-classified as noise and removed. Finally, we note that the development of methods that can accurately denoise and classify and quickly process massive eye movement data is quite significant for detecting eye movements in early diagnosis of AD.
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Affiliation(s)
- Xueying He
- School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, Hubei, CN, USA
- Tandon School of Engineering, New York University, Brooklyn, NY, USA
| | - Ivan Selesnick
- Tandon School of Engineering, New York University, Brooklyn, NY, USA
| | - Ming Zhu
- School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, Hubei, CN, USA
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11
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Zhang S, Huang X, An R, Xiao W, Wan Q. The application of saccades to assess cognitive impairment among older adults: a systematic review and meta-analysis. Aging Clin Exp Res 2023; 35:2307-2321. [PMID: 37676429 DOI: 10.1007/s40520-023-02546-0] [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: 04/09/2023] [Accepted: 08/22/2023] [Indexed: 09/08/2023]
Abstract
BACKGROUND Saccade is a novel and feasible method for cognition assessment and has potential to screen older people with cognitive impairment. OBJECTIVES To systematically summarize the evidence and determine whether different saccade parameters can effectively identify patients with mild cognitive impairment (MCI) and Alzheimer's disease (AD). METHODS English and Chinese databases were searched until 19 April 2022. Studies analyzing saccade parameters in older adults with normal cognition, MCI, or AD were included. Two researchers independently performed the screening, data extraction, and quality appraisal. Meta-analyses were conducted and standard mean differences and 95% confidence intervals were estimated with a random effects model. RESULTS Thirty-five studies were included, and 26 studies were pooled for the meta-analysis. The results demonstrated that patients with cognitive impairment exhibited longer latency and lower accuracy rates in the prosaccade and antisaccade tasks, along with lower corrected error rates in the antisaccade tasks. However, the pooled results for antisaccades were more stable, providing the ability to distinguish patients with cognitive impairment among older adults. The results of the subgroup analyses revealed that only the accuracy rates of the antisaccades differed significantly between people with MCI and AD. Regarding the differences between older adults with normal cognition and those with MCI, the effect sizes of latency and the accuracy rates of saccades as well as the corrected error rates of antisaccades were significant. CONCLUSIONS Saccades, especially antisaccades, are a potential screening and assessment tool for distinguishing older adults with MCI or AD from those with normal cognition.
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Affiliation(s)
| | - Xiuxiu Huang
- Peking University School of Nursing, Beijing, China
| | - Ran An
- Peking University School of Nursing, Beijing, China
| | - Weizhong Xiao
- Department of Neurology, Peking University Third Hospital, Beijing, China.
| | - Qiaoqin Wan
- Peking University School of Nursing, Beijing, China.
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12
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Chaitanuwong P, Singhanetr P, Chainakul M, Arjkongharn N, Ruamviboonsuk P, Grzybowski A. Potential Ocular Biomarkers for Early Detection of Alzheimer's Disease and Their Roles in Artificial Intelligence Studies. Neurol Ther 2023; 12:1517-1532. [PMID: 37468682 PMCID: PMC10444735 DOI: 10.1007/s40120-023-00526-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Accepted: 07/03/2023] [Indexed: 07/21/2023] Open
Abstract
Alzheimer's disease (AD) is the leading cause of dementia worldwide. Early detection is believed to be essential to disease management because it enables physicians to initiate treatment in patients with early-stage AD (early AD), with the possibility of stopping the disease or slowing disease progression, preserving function and ultimately reducing disease burden. The purpose of this study was to review prior research on the use of eye biomarkers and artificial intelligence (AI) for detecting AD and early AD. The PubMed database was searched to identify studies for review. Ocular biomarkers in AD research and AI research on AD were reviewed and summarized. According to numerous studies, there is a high likelihood that ocular biomarkers can be used to detect early AD: tears, corneal nerves, retina, visual function and, in particular, eye movement tracking have been identified as ocular biomarkers with the potential to detect early AD. However, there is currently no ocular biomarker that can be used to definitely detect early AD. A few studies that used AI with ocular biomarkers to detect AD reported promising results, demonstrating that using AI with ocular biomarkers through multimodal imaging could improve the accuracy of identifying AD patients. This strategy may become a screening tool for detecting early AD in older patients prior to the onset of AD symptoms.
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Affiliation(s)
- Pareena Chaitanuwong
- Ophthalmology Department, Rajavithi Hospital, Ministry of Public Health, Bangkok, Thailand
- Department of Ophthalmology, Faculty of Medicine, Rangsit University, Bangkok, Thailand
| | - Panisa Singhanetr
- Mettapracharak Eye Institute, Mettapracharak (Wat Rai Khing) Hospital, Nakhon Pathom, Thailand
| | - Methaphon Chainakul
- Ophthalmology Department, Rajavithi Hospital, Ministry of Public Health, Bangkok, Thailand
- Department of Ophthalmology, Faculty of Medicine, Rangsit University, Bangkok, Thailand
| | - Niracha Arjkongharn
- Ophthalmology Department, Rajavithi Hospital, Ministry of Public Health, Bangkok, Thailand
- Department of Ophthalmology, Faculty of Medicine, Rangsit University, Bangkok, Thailand
| | - Paisan Ruamviboonsuk
- Ophthalmology Department, Rajavithi Hospital, Ministry of Public Health, Bangkok, Thailand
- Department of Ophthalmology, Faculty of Medicine, Rangsit University, Bangkok, Thailand
| | - Andrzej Grzybowski
- Institute of Research in Ophthalmology, Foundation for Ophthalmology Development, Mickiewicza 24/3B, 60-836, Poznan, Poland.
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13
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Kunasegaran K, Ismail AMH, Ramasamy S, Gnanou JV, Caszo BA, Chen PL. Understanding mental fatigue and its detection: a comparative analysis of assessments and tools. PeerJ 2023; 11:e15744. [PMID: 37637168 PMCID: PMC10460155 DOI: 10.7717/peerj.15744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 06/21/2023] [Indexed: 08/29/2023] Open
Abstract
Mental fatigue has shown to be one of the root causes of decreased productivity and overall cognitive performance, by decreasing an individual's ability to inhibit responses, process information and concentrate. The effects of mental fatigue have led to occupational errors and motorway accidents. Early detection of mental fatigue can prevent the escalation of symptoms that may lead to chronic fatigue syndrome and other disorders. To date, in clinical settings, the assessment of mental fatigue and stress is done through self-reported questionnaires. The validity of these questionnaires is questionable, as they are highly subjective measurement tools and are not immune to response biases. This review examines the wider presence of mental fatigue in the general population and critically compares its various detection techniques (i.e., self-reporting questionnaires, heart rate variability, salivary cortisol levels, electroencephalogram, and saccadic eye movements). The ability of these detection tools to assess inhibition responses (which are sensitive enough to be manifested in a fatigue state) is specifically evaluated for a reliable marker in identifying mentally fatigued individuals. In laboratory settings, antisaccade tasks have been long used to assess inhibitory control and this technique can potentially serve as the most promising assessment tool to objectively detect mental fatigue. However, more studies need to be conducted in the future to validate and correlate this assessment with other existing measures of mental fatigue detection. This review is intended for, but not limited to, mental health professionals, digital health scientists, vision researchers, and behavioral scientists.
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Affiliation(s)
- Kaveena Kunasegaran
- Department of Psychology, International Medical University, Bukit Jalil, Kuala Lumpur, Malaysia
| | | | - Shamala Ramasamy
- Department of Psychology, International Medical University, Bukit Jalil, Kuala Lumpur, Malaysia
| | - Justin Vijay Gnanou
- Department of Biochemistry, International Medical University, Bukit Jalil, Kuala Lumpur, Malaysia
| | - Brinnell Annette Caszo
- Department of Physiology, International Medial University, Bukit Jalil, Kuala Lumpur, Malaysia
| | - Po Ling Chen
- School of Psychology, University of Nottingham Malaysia, Semenyih, Selangor, Malaysia
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Ionescu A, Ștefănescu E, Strilciuc Ș, Rafila A, Mureșanu D. Correlating Eye-Tracking Fixation Metrics and Neuropsychological Assessment after Ischemic Stroke. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1361. [PMID: 37629651 PMCID: PMC10456465 DOI: 10.3390/medicina59081361] [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: 06/21/2023] [Revised: 07/17/2023] [Accepted: 07/20/2023] [Indexed: 08/27/2023]
Abstract
Background and Objectives: Stroke survivors commonly experience cognitive deficits, which significantly impact their quality of life. Integrating modern technologies like eye tracking into cognitive assessments can provide objective and non-intrusive measurements. Materials and Methods: This study aimed to evaluate the cognitive and visual processing capabilities of stroke patients using eye-tracking metrics and psychological evaluations. A cohort of 84 ischemic stroke patients from the N-PEP-12 clinical study was selected for secondary analysis, based on the availability of eye-tracking data collected during a visual search task using an adapted Trail Making Test. Standardized cognitive assessments, including the Montreal Cognitive Assessment (MoCA) and digit span tasks, were also conducted. Results: Correlation analyses revealed some notable relationships between eye-tracking metrics and cognitive measures, such as a positive correlation between Symbol Search performance and the number of fixations. Anxiety levels were found to be positively correlated with first fixation duration, while longer first fixation durations were associated with poorer cognitive performance. However, most correlations were not statistically significant. Nonparametric ANOVA showed no significant differences in fixation metrics across the visits. Conclusions: These findings suggest a complex relationship between cognitive status, gaze fixation behavior, and psychological well-being in stroke patients. Further research with larger sample sizes and analysis of saccadic eye movements is needed to better understand these relationships and inform effective interventions for stroke rehabilitation.
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Affiliation(s)
- Alec Ionescu
- Department of Neuroscience, Iuliu Hatieganu University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania
- RoNeuro Institute for Neurological Research and Diagnostic, 400364 Cluj-Napoca, Romania
| | - Emanuel Ștefănescu
- Department of Neuroscience, Iuliu Hatieganu University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania
- RoNeuro Institute for Neurological Research and Diagnostic, 400364 Cluj-Napoca, Romania
| | - Ștefan Strilciuc
- Research Center for Functional Genomics, Biomedicine, and Translational Medicine, Iuliu Hațieganu University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania
| | - Alexandru Rafila
- Carol Davila University of Medicine and Pharmacy, Dionisie Lupu Street, 050474 Bucharest, Romania
| | - Dafin Mureșanu
- Department of Neuroscience, Iuliu Hatieganu University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania
- RoNeuro Institute for Neurological Research and Diagnostic, 400364 Cluj-Napoca, Romania
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15
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Wolf A, Tripanpitak K, Umeda S, Otake-Matsuura M. Eye-tracking paradigms for the assessment of mild cognitive impairment: a systematic review. Front Psychol 2023; 14:1197567. [PMID: 37546488 PMCID: PMC10399700 DOI: 10.3389/fpsyg.2023.1197567] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 06/19/2023] [Indexed: 08/08/2023] Open
Abstract
Mild cognitive impairment (MCI), representing the 'transitional zone' between normal cognition and dementia, has become a novel topic in clinical research. Although early detection is crucial, it remains logistically challenging at the same time. While traditional pen-and-paper tests require in-depth training to ensure standardized administration and accurate interpretation of findings, significant technological advancements are leading to the development of procedures for the early detection of Alzheimer's disease (AD) and facilitating the diagnostic process. Some of the diagnostic protocols, however, show significant limitations that hamper their widespread adoption. Concerns about the social and economic implications of the increasing incidence of AD underline the need for reliable, non-invasive, cost-effective, and timely cognitive scoring methodologies. For instance, modern clinical studies report significant oculomotor impairments among patients with MCI, who perform poorly in visual paired-comparison tasks by ascribing less attentional resources to novel stimuli. To accelerate the Global Action Plan on the Public Health Response to Dementia 2017-2025, this work provides an overview of research on saccadic and exploratory eye-movement deficits among older adults with MCI. The review protocol was drafted based on the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Electronic databases were systematically searched to identify peer-reviewed articles published between 2017 and 2022 that examined visual processing in older adults with MCI and reported gaze parameters as potential biomarkers. Moreover, following the contemporary trend for remote healthcare technologies, we reviewed studies that implemented non-commercial eye-tracking instrumentation in order to detect information processing impairments among the MCI population. Based on the gathered literature, eye-tracking-based paradigms may ameliorate the screening limitations of traditional cognitive assessments and contribute to early AD detection. However, in order to translate the findings pertaining to abnormal gaze behavior into clinical applications, it is imperative to conduct longitudinal investigations in both laboratory-based and ecologically valid settings.
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Affiliation(s)
- Alexandra Wolf
- Cognitive Behavioral Assistive Technology (CBAT), Goal-Oriented Technology Group, RIKEN Center for Advanced Intelligence Project (AIP), Tokyo, Japan
- Department of Neuropsychiatry, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Kornkanok Tripanpitak
- Cognitive Behavioral Assistive Technology (CBAT), Goal-Oriented Technology Group, RIKEN Center for Advanced Intelligence Project (AIP), Tokyo, Japan
| | - Satoshi Umeda
- Department of Psychology, Keio University, Tokyo, Japan
| | - Mihoko Otake-Matsuura
- Cognitive Behavioral Assistive Technology (CBAT), Goal-Oriented Technology Group, RIKEN Center for Advanced Intelligence Project (AIP), Tokyo, Japan
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16
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Zhao X, Ji C, Zhang C, Huang C, Zhou Y, Wang L. Transferability and sustainability of process-based multi-task adaptive cognitive training in community-dwelling older adults with mild cognitive impairment: a randomized controlled trial. BMC Psychiatry 2023; 23:418. [PMID: 37308857 PMCID: PMC10259063 DOI: 10.1186/s12888-023-04917-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 05/31/2023] [Indexed: 06/14/2023] Open
Abstract
BACKGROUND Cognitive training shows promising effects for improving cognitive domains in individuals with mild cognitive impairment (MCI), including the crucial predictive factor of executive function (EF) for dementia prognosis. Few studies have paid sufficient emphasis on the training-induced effects of cognitive training programs, particularly with regards to targeting EF. A process-based multi-task adaptive cognitive training (P-bM-tACT) program targeting EF is required to examine direct, transfer, and sustainability effects in older adults with MCI. OBJECTIVE This study aimed to evaluate the direct effects of a P-bM-tACT program on EF, the transfer effects on untrained cognitive domains, and further explore the sustainability of training gains for older adults with MCI in the community. METHODS In a single-blind, randomized controlled trial, 92 participants with MCI were randomly assigned to either the intervention group, participating in a P-bM-tACT program (3 training sessions/week, 60 min/session for 10 weeks) or the wait-list control group, accepting a health education program on MCI (1 education session/ twice a week, 40-60 min/session for 10 weeks). The direct and transfer effects of the P-bM-tACT program were assessed at baseline, immediately after 10 weeks of training, and the 3-month follow-up. Repeated measures analysis of variance and a simple effect test were used to compare the direct and transfer effects over the 3-time points between the two groups. RESULTS The P-bM-tACT program yielded a greater benefit of direct and transfer effects in the intervention group participants than in the wait-list control group. Combined with the results of simple effect tests, the direct and transfer effects of participants in the intervention group significantly increased immediately after 10 weeks of training compared to the baseline (F = 14.702 ~ 62.905, p < 0.05), and these effects were maintained at the 3-month follow-up (F = 19.595 ~ 122.22, p < 0.05). Besides, the acceptability of the cognitive training program was established with a high adherence rate of 83.4%. CONCLUSIONS The P-bM-tACT program exerted positive direct and transfer effects on the improvement of cognitive function, and these effects were sustained for 3 months. The findings provided a viable and potential approach to improving cognitive function in older adults with MCI in the community. TRIAL REGISTRATION The trial was registered at Chinese Clinical Trials Registry on 09/01/2019 ( www.chictr.org.cn ; Number Registry: ChiCTR1900020585).
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Affiliation(s)
- Xia Zhao
- Department of Geriatric Psychiatry, Suzhou Guangji Hospital, JiangSu, China
- School of Medicine, Huzhou University, Zhejiang, China
| | - Caifang Ji
- Department of Geriatric Psychiatry, Suzhou Guangji Hospital, JiangSu, China
| | - Chen Zhang
- Department of general medicine, Community health service center of Binhu Street, Zhejiang, China
| | - Cheng Huang
- School of Medicine, Huzhou University, Zhejiang, China
| | - Yuanyuan Zhou
- School of Nursing, Jiangsu College of Nursing, JiangSu, China
| | - Lina Wang
- School of Medicine, Huzhou University, Zhejiang, China.
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17
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Ionescu A, Ştefănescu E, Strilciuc Ş, Grad DA, Mureşanu D. Eyes on dementia: an overview of the interplay between eye movements and cognitive decline. J Med Life 2023; 16:642-662. [PMID: 37520470 PMCID: PMC10375353 DOI: 10.25122/jml-2023-0217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Accepted: 04/30/2023] [Indexed: 08/01/2023] Open
Abstract
The economic and disease burden of dementia is forecasted to continue increasing. Considering its cognitive effects, timely diagnosis is important in developing a stage-based treatment plan and gathering data to support advocacy efforts and plan healthcare and social services. Eye-tracking technology has emerged as an efficient diagnostic tool in clinical practice and experimental studies. This review aimed to comprehensively analyze various aspects of eye-tracking technology, including pupillometry parameters, eye movements, eye-tracking devices, and neuropsychological tools. We conducted a systematic review retrieving articles published in the last ten years from six databases. Our results provide a complex overview for each included form of dementia/cognitive decline in terms of patient characteristics (age, sex-disaggregated by included pathologies), inclusion and exclusion criteria, devices, and neuropsychological tools. We also summarized findings on fixation stability tasks, saccadic evaluation, pupillometry, scene perception, object recognition, spatial memory, eye-tracking video tasks, and visual search. The eye-tracking method has become more common in cognitive assessments.
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Affiliation(s)
- Alec Ionescu
- Department of Neuroscience, Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
- RoNeuro Institute for Neurological Research and Diagnostic, Cluj-Napoca, Romania
| | - Emanuel Ştefănescu
- Department of Neuroscience, Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
- RoNeuro Institute for Neurological Research and Diagnostic, Cluj-Napoca, Romania
| | - Ştefan Strilciuc
- Department of Neuroscience, Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
- RoNeuro Institute for Neurological Research and Diagnostic, Cluj-Napoca, Romania
| | - Diana Alecsandra Grad
- RoNeuro Institute for Neurological Research and Diagnostic, Cluj-Napoca, Romania
- Department of Public Health, Faculty of Political, Administrative and Communication Sciences, Babes-Bolyai University, Cluj-Napoca, Romania
| | - Dafin Mureşanu
- Department of Neuroscience, Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
- RoNeuro Institute for Neurological Research and Diagnostic, Cluj-Napoca, Romania
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18
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Akkoyun M, Koçoğlu K, Eraslan Boz H, Keskinoğlu P, Akdal G. Saccadic Eye Movements in Patients with Mild Cognitive Impairment: A Longitudinal Study. J Mot Behav 2023; 55:354-372. [PMID: 37080551 DOI: 10.1080/00222895.2023.2202620] [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: 01/09/2023] [Revised: 02/28/2023] [Accepted: 04/09/2023] [Indexed: 04/22/2023]
Abstract
Saccadic eye movements are one of the sensitive and noninvasive methods to help monitor the cognitive course of mild cognitive impairment (MCI). The study aimed to evaluate both pro and anti-saccade longitudinally and the relationship between cognitive functions and eye movements in MCI subgroups and healthy controls (HCs) at a two-year follow-up. This study revealed that the anti-saccade anticipatory responses decreased in amnestic MCI (aMCI). Correct vertical pro-saccades increased in non-amnestic MCI (naMCI), while the express saccades decreased. Our study demonstrated that longer than two years of follow-up is necessary to monitor the course of MCI. Findings of the relationships between longitudinal changes of saccades and cognitive measurements demonstrated the usability of eye movements in evaluating the process of MCI.
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Affiliation(s)
- Müge Akkoyun
- Department of Neurosciences, Institute of Health Sciences, Dokuz Eylül University, İzmir, Türkiye
| | - Koray Koçoğlu
- Department of Neurosciences, Institute of Health Sciences, Dokuz Eylül University, İzmir, Türkiye
| | - Hatice Eraslan Boz
- Department of Neurosciences, Institute of Health Sciences, Dokuz Eylül University, İzmir, Türkiye
- Department of Neurology, Faculty of Medicine, Dokuz Eylül University, İzmir, Türkiye
| | - Pembe Keskinoğlu
- Department of Biostatistics and Medical Informatics, Faculty of Medicine, Dokuz Eylül University, İzmir, Türkiye
| | - Gülden Akdal
- Department of Neurosciences, Institute of Health Sciences, Dokuz Eylül University, İzmir, Türkiye
- Department of Neurology, Faculty of Medicine, Dokuz Eylül University, İzmir, Türkiye
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19
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Li Y, Bian J, Li Y. Attentional Control in Subjective Cognitive Decline. J Alzheimers Dis 2023; 96:551-561. [PMID: 37807777 DOI: 10.3233/jad-230037] [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] [Indexed: 10/10/2023]
Abstract
BACKGROUND Attention is an essential cognitive ability that is necessary in other cognitive processes. Only few studies have focused on decline in specific functions of attention in older adults with cognitive decline. No research explores the difference in the proactive and reactive mode of control between the healthy control (HC) and older adults with subjective cognitive decline (SCD). OBJECTIVE The current work investigated whether there was any decline in alerting, orienting, and executive control in SCD. Particularly, the present study further explored the impairment of the proactive and reactive control in SCD. METHODS We recruited 25 HC and 26 SCD. All participants first finished a set of neuropsychological assessments. They then completed an Attention Network Test for measuring the alerting, orienting, and executive control, the List-wide and the Item-specific Proportion Congruency Effect task for measuring the proactive and reactive mode of control, respectively. RESULTS No difference was found in alerting, orienting, and executive control measured by the ANT between SCD and HC. The results also indicated no difference in the reactive control between SCD and HC. However, older adults with SCD performed worse in the proactive control as compared to HC. CONCLUSION Older adults with SCD showed an impairment in the proactive control. The current findings help us better understand objective decline in cognitive domains other than memory and shed light on early assessment and prevention of AD.
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Affiliation(s)
- Yintong Li
- Department of Psychology, Renmin University of China, Beijing, China
| | - Jinghua Bian
- Department of Psychology, Renmin University of China, Beijing, China
| | - Yongna Li
- Department of Psychology, Renmin University of China, Beijing, China
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20
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Peng A, Lai W, Liu Z, Wang M, Chen S, Zhao X, Zhu Y, Chen L. Antisaccadic eye movements in middle-aged individuals with a family history of Alzheimer's disease. Front Hum Neurosci 2023; 17:1143690. [PMID: 37151897 PMCID: PMC10157194 DOI: 10.3389/fnhum.2023.1143690] [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: 01/17/2023] [Accepted: 04/05/2023] [Indexed: 05/09/2023] Open
Abstract
Background Antisaccade is closely associated with cognitive ability in Alzheimer's disease (AD). However, studies regarding antisaccade in the early stages of AD are scarce. Considering that first-degree family history is a well-established risk factor for AD, we explored the influence of family history on the performance of antisaccade tasks in individuals with normal cognition. Methods In total, 44 participants (aged 50-66 years) with a family history of AD (FH+) and 44 age-, gender-, and educational level-matched controls (FH-) were enrolled in our study. After cognitive assessment using the Montreal Cognitive Assessment and Mini-mental State Examination, participants underwent antisaccade trials, and all parameters were recorded using an eye tracker. Results While the average velocity was relatively lower in FH+ individuals than in FH- individuals (107.9 ± 14.3°/s vs. 132.9 ± 23.7°/s, p < 0.001), FH+ individuals surprisingly showed relatively fewer uninhibited reflexive saccades (44.7 ± 26.0% vs. 56.2 ± 24.7%, p = 0.037) than the control group. They also required a relatively shorter time to detect and correct false saccades (121.6 ± 40.7 ms vs. 143.9 ± 37.0 ms, p = 0.023). Conclusions This study showed that family history is associated with alterations in antisaccadic parameters, suggesting that eye tracking can be used to assess oculomotor control and executive function in individuals at risk of developing dementia.
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Affiliation(s)
- Anjiao Peng
- Department of Neurology, Joint Research Institute of Altitude Health, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Wanlin Lai
- Department of Neurology, Joint Research Institute of Altitude Health, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Zhu Liu
- Department of Neurology, Joint Research Institute of Altitude Health, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Mingda Wang
- Department of Clinical Research Management, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Shujuan Chen
- Department of Clinical Research Management, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xia Zhao
- Department of Clinical Research Management, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yuanfeng Zhu
- Department of Clinical Research Management, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Lei Chen
- Department of Neurology, Joint Research Institute of Altitude Health, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- *Correspondence: Lei Chen
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21
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Zhang C, Shi G, Li G, Zuo K, Bai X, Meng Q, Huang M. Paraquat induces microglial cause early neuronal synaptic deficits through activation of the classical complement cascade response. Immunobiology 2022; 227:152275. [PMID: 36152426 DOI: 10.1016/j.imbio.2022.152275] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Revised: 07/30/2022] [Accepted: 09/01/2022] [Indexed: 11/05/2022]
Abstract
Synapse loss is considered to be an early event in the dysfunction of the central nervous system (CNS), precedes neuronal decline, which is the main pathological change in mild cognitive impairment (MCI). Accumulating evidence has shown that neuronal synapse loss is associated with hyperactivity of microglial phagocytosis. In the CNS, microglia act as macrophages to clear cellular debris and weakened synapses, but the mechanism by which microglia activation leads to phagocytosis disorder remains unclear. Therefore, we treated mice with paraquat (PQ) in intraperitoneal injection to explore the mechanism by which microglia exert immunotoxicity in the CNS and cause neuronal synapse loss. Immunofluorescence results exposed synapses decreased with PQ exposure time, but the staining HE and Nissl showed that neuronal cell bodies were hardly affected. Fluorescence co-localization found that C1q (classical complement cascade initiation factor) was gradually deposited in the postsynaptic membrane of neurons to trigger the cascade reaction, thereby causing the excessive deposition of C3, a key factor of the classical complement cascade, and further induces hyperactivation of microglia, leads to phagocytosis disorder. IHC results demonstrated that the parallel relationship. Therefore, all our preliminary results throw light on the mechanism by which PQ abnormally triggers the immune system to produce immunotoxicity leading to microglial phagocytic dysfunction.
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Affiliation(s)
- Chunhui Zhang
- School of Public Health and Management, Ningxia Medical University, Yinchuan, China; Key Laboratory of Environmental Factors and Chronic Disease Control, Yinchuan, China
| | - Ge Shi
- School of Public Health and Management, Ningxia Medical University, Yinchuan, China; Key Laboratory of Environmental Factors and Chronic Disease Control, Yinchuan, China
| | - Guoliang Li
- School of Public Health and Management, Ningxia Medical University, Yinchuan, China; Key Laboratory of Environmental Factors and Chronic Disease Control, Yinchuan, China
| | - Kai Zuo
- School of Public Health and Management, Ningxia Medical University, Yinchuan, China; Key Laboratory of Environmental Factors and Chronic Disease Control, Yinchuan, China
| | - Xinghua Bai
- School of Public Health and Management, Ningxia Medical University, Yinchuan, China; Key Laboratory of Environmental Factors and Chronic Disease Control, Yinchuan, China
| | - Qi Meng
- School of Public Health and Management, Ningxia Medical University, Yinchuan, China; Key Laboratory of Environmental Factors and Chronic Disease Control, Yinchuan, China
| | - Min Huang
- School of Public Health and Management, Ningxia Medical University, Yinchuan, China; Key Laboratory of Environmental Factors and Chronic Disease Control, Yinchuan, China.
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22
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Chan AS, Lee TL, Sze SL, Yang NS, Han YMY. Eye-tracking training improves the learning and memory of children with learning difficulty. Sci Rep 2022; 12:13974. [PMID: 35977994 PMCID: PMC9383673 DOI: 10.1038/s41598-022-18286-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Accepted: 08/09/2022] [Indexed: 11/09/2022] Open
Abstract
Children who experience difficulty in learning at mainstream schools usually are provided with remediation classes after school to facilitate their learning. The present study aims to evaluate an innovative eye-tracking training as possible alternative remediation. Our previous findings showed that children who received eye-tracking training demonstrated improved attention and inhibitory control, and the present randomized controlled study aims to evaluate if eye-tracking training can also enhance the learning and memory of children. Fifty-three primary school students with learning difficulty (including autism spectrum disorder, attention-deficit/hyperactivity disorder, specific learning disorder, specific language impairment and borderline intellectual functioning) were recruited and randomly assigned to either the Eye-tracking Training group or the after-school remediation class. They were assessed on their learning and memory using the Hong Kong List Learning Test before and after 8-month training. Twenty weekly parallel sessions of training, 50 min per session, were provided to each group. Children who received the eye-tracking training, not those in the control group, showed a significant improvement in memory as measured by the delayed recall. In addition, the Eye-Tracking Training group showed significantly faster learning than the control group. Also, the two groups showed a significant improvement in their reading abilities. In sum, eye-tracking training may be effective training for enhancing the learning and memory of children with learning difficulties.
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Affiliation(s)
- Agnes S Chan
- Neuropsychology Laboratory, Department of Psychology, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China. .,Research Center for Neuropsychological Well-Being, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China.
| | - Tsz-Lok Lee
- Neuropsychology Laboratory, Department of Psychology, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China.,Research Center for Neuropsychological Well-Being, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Sophia L Sze
- Neuropsychology Laboratory, Department of Psychology, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China.,Research Center for Neuropsychological Well-Being, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Natalie S Yang
- Neuropsychology Laboratory, Department of Psychology, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China.,Research Center for Neuropsychological Well-Being, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Yvonne M Y Han
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong SAR, China
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23
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Ma W, Li M, Wu J, Zhang Z, Jia F, Zhang M, Bergman H, Li X, Ling Z, Xu X. Multiple step saccades in simply reactive saccades could serve as a complementary biomarker for the early diagnosis of Parkinson’s disease. Front Aging Neurosci 2022; 14:912967. [PMID: 35966789 PMCID: PMC9363762 DOI: 10.3389/fnagi.2022.912967] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Accepted: 07/08/2022] [Indexed: 11/13/2022] Open
Abstract
Objective It has been argued that the incidence of multiple step saccades (MSS) in voluntary saccades could serve as a complementary biomarker for diagnosing Parkinson’s disease (PD). However, voluntary saccadic tasks are usually difficult for elderly subjects to complete. Therefore, task difficulties restrict the application of MSS measurements for the diagnosis of PD. The primary objective of the present study is to assess whether the incidence of MSS in simply reactive saccades could serve as a complementary biomarker for the early diagnosis of PD. Materials and methods There were four groups of human subjects: PD patients, mild cognitive impairment (MCI) patients, elderly healthy controls (EHCs), and young healthy controls (YHCs). There were four monkeys with subclinical hemi-PD induced by injection of 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) through the unilateral internal carotid artery and three healthy control monkeys. The behavioral task was a visually guided reactive saccade. Results In a human study, the incidence of MSS was significantly higher in PD than in YHC, EHC, and MCI groups. In addition, receiver operating characteristic (ROC) analysis could discriminate PD from the EHC and MCI groups, with areas under the ROC curve (AUCs) of 0.76 and 0.69, respectively. In a monkey study, while typical PD symptoms were absent, subclinical hemi-PD monkeys showed a significantly higher incidence of MSS than control monkeys when the dose of MPTP was greater than 0.4 mg/kg. Conclusion The incidence of MSS in simply reactive saccades could be a complementary biomarker for the early diagnosis of PD.
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Affiliation(s)
- Wenbo Ma
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal University, Beijing, China
| | - Min Li
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal University, Beijing, China
| | - Junru Wu
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal University, Beijing, China
| | - Zhihao Zhang
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal University, Beijing, China
| | - Fangfang Jia
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal University, Beijing, China
| | - Mingsha Zhang
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal University, Beijing, China
| | - Hagai Bergman
- Edmond and Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Xuemei Li
- Department of Cadre Medical Service, The First Clinical Center, Chinese PLA General Hospital, Beijing, China
- *Correspondence: Xuemei Li,
| | - Zhipei Ling
- Senior Department of Neurosurgery, Chinese PLA General Hospital, Beijing, China
- Zhipei Ling,
| | - Xin Xu
- Senior Department of Neurosurgery, Chinese PLA General Hospital, Beijing, China
- Xin Xu,
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24
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Mu LL, Wang Y, Wang LJ, Xia LL, Zhao W, Song PP, Li JD, Wang WJ, Zhu L, Li HN, Wang YJ, Tang HJ, Zhang L, Song X, Shao WY, Zhang XC, Xu HS, Jiao DL. Associations of executive function and age of first use of methamphetamine with methamphetamine relapse. Front Psychiatry 2022; 13:971825. [PMID: 36311529 PMCID: PMC9608758 DOI: 10.3389/fpsyt.2022.971825] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Accepted: 09/26/2022] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND AND AIMS Methamphetamine (MA) is a psychostimulant associated with a high relapse rate among patients with MA use disorder (MUD). Long-term use of MA is associated with mental disorders, executive dysfunction, aggressive behaviors, and impulsivity among patients with MUD. However, identifying which factors may be more closely associated with relapse has not been investigated. Thus, we aimed to investigate the psychological factors and the history of MA use that may influence MA relapse. METHODS This cross-sectional study included 168 male MUD patients (MUD group) and 65 healthy male residents (control group). Each patient was evaluated with self-report measures of executive dysfunction, psychopathological symptoms, impulsiveness, aggressiveness, and history of MA use. Data were analyzed with t-tests, analyses of variance, and correlation and regression analyses. RESULTS The MUD group reported greater executive dysfunction, psychopathological symptoms, impulsivity, and aggression than the control group. Lower age of first MA use was associated both with having relapsed one or more times and with having relapsed two or more times; greater executive dysfunction was associated only with having relapsed two or more times. CONCLUSION Patients with MUD reported worse executive function and mental health. Current results also suggest that lower age of first MA use may influence relapse rate in general, while executive dysfunction may influence repeated relapse in particular. The present results add to the literature concerning factors that may increase the risk of relapse in individuals with MUD.
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Affiliation(s)
- Lin-Lin Mu
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Yan Wang
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Li-Jin Wang
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Ling-Ling Xia
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Wei Zhao
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Pei-Pei Song
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Jun-Da Li
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Wen-Juan Wang
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Lin Zhu
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Hao-Nan Li
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Yu-Jing Wang
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Hua-Jun Tang
- Compulsory Isolated Drug Rehabilitation Center, Bengbu, China
| | - Lei Zhang
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Xun Song
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Wen-Yi Shao
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Xiao-Chu Zhang
- Chinese Academy of Sciences (CAS) Key Laboratory of Brain Function and Disease and School of Life Sciences, University of Science and Technology of China, Hefei, China
| | - Hua-Shan Xu
- School of Mental Health, Bengbu Medical College, Bengbu, China
| | - Dong-Liang Jiao
- School of Mental Health, Bengbu Medical College, Bengbu, China
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25
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Elosúa MR, Ciudad MJ, Contreras MJ. Executive-function tasks in patients with mild cognitive impairment and Alzheimer's Disease: Effects of decline and gender. APPLIED NEUROPSYCHOLOGY-ADULT 2021:1-7. [PMID: 34362278 DOI: 10.1080/23279095.2021.1961142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
It is exceedingly rare to find studies that analyze the effect of gender differences in executive-function tasks in normal cognitive aging, Mild Cognitive Impairment (MCI) and Alzheimer's Disease (AD). The objective of the present study was to analyze the mean differences in performance in four executive-function tasks, the Clock Drawing Test verbal-command, Clock Drawing Test-copy, Phonetic Fluency Test and Trail Making Test-A, according to the gender and impairment group variables. A total of 90 participants (30 patients with Alzheimer's Disease, 30 patients with Mild Cognitive Impairment, and 30 healthy elderly participants; 50% men and 50% women in each group) took part in the study. As expected, the results showed a main effect of the group in most tasks, with a progressively worse performance according to cognitive impairment. Regarding the effect of gender, there were no significant differences in the Mild Cognitive Impairment and healthy elderly groups, but a significantly higher performance of women compared to men was found in the Alzheimer's group. The clinical and theoretical implications of these results are discussed. In particular, the abnormal performance of women with Alzheimer's in the sample may be related to a possible cognitive reserve due to social and educational background in their sociocultural and generational context.
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Affiliation(s)
- M Rosa Elosúa
- Psicología Básica I, Universidad Nacional de Educación a Distancia, Madrid, Spain
| | - Maria José Ciudad
- Badalona Serveis Assistencials, Servicio de Geriatría y Curas Paliativas, Departamento de Psicología Básica I, Universidad Nacional de Educacion a Distancia, Madrid, Spain
| | - Maria José Contreras
- Departamento de Psicología Básica I, Universidad Nacional de Educación a Distancia, Madrid, Spain
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26
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Liu Z, Yang Z, Gu Y, Liu H, Wang P. The effectiveness of eye tracking in the diagnosis of cognitive disorders: A systematic review and meta-analysis. PLoS One 2021; 16:e0254059. [PMID: 34252113 PMCID: PMC8274929 DOI: 10.1371/journal.pone.0254059] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 06/18/2021] [Indexed: 02/05/2023] Open
Abstract
Background Eye tracking (ET) is a viable marker for the recognition of cognitive disorders. We assessed the accuracy and clinical value of ET for the diagnosis of cognitive disorders in patients. Methods We searched the Medline, Embase, Web of Science, Cochrane Library, and Pubmed databases from inception to March 2, 2021, as well as the reference lists of identified primary studies. We included articles written in English that investigated ET for cognitive disorder patients—Mild cognitive impairment (MCI), Alzheimer’s disease (AD), Amyotrophic lateral sclerosis (ALS), and dementia. Two independent researchers extracted the data and the characteristics of each study; We calculated pooled sensitivities and specificities. A hierarchical summary of receiver performance characteristics (HSROC) model was used to test the diagnostic accuracy of ET for cognitive impairment (CI). Findings 11 studies met the inclusion criteria and were included in qualitative comprehensive analysis. Meta-analysis was performed on 9 trials using Neuropsychological Cognitive Testing (NCT) as the reference standard. The comprehensive sensitivity and specificity of ET for detecting cognitive disorders were 0.75 (95% CI 0.72–0.79) and 0.73 (95% CI 0.70 to 0.76), respectively. The combined positive likelihood ratio (LR+) was 2.74 (95%CI 2.32–3.24) and the negative likelihood ratio (LR−) was 0.27 (95%CI 0.18–0.42). Conclusions This review showed that ET technology could be used to detect the decline in CI, clinical use of ET techniques in combination with other tools to assess CI can be encouraged.
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Affiliation(s)
- Zicai Liu
- Department of Rehabilitation Medicine, Yue Bei People's Hospital, Shaoguan, Guangdong, China
| | - Zhen Yang
- Histology and Imaging platform, Core Facilities of West China Hospital, Sichuan University, China
| | - Yueming Gu
- Rehabilitation College of Gannan Medical University, Ganzhou, Jiangxi, China
| | - Huiyu Liu
- Department of Rehabilitation Medicine, Yue Bei People's Hospital, Shaoguan, Guangdong, China
| | - Pu Wang
- Department of Rehabilitation Medicine, The 7th Affiliated Hospital of Sun Yat-Sen University (Shenzhen), Shenzhen, Guangdong, China.,Guangdong Engineering and Technology Research Center for Rehabilitation Medicine and Translation, Guangzhou, China
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