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Bast N, Polzer L, Raji N, Schnettler L, Kleber S, Lemler C, Kitzerow-Cleven J, Kim Z, Schaer M, Freitag CM. Early intervention increases reactive joint attention in autistic preschoolers with arousal regulation as mediator. Eur Child Adolesc Psychiatry 2025:10.1007/s00787-025-02738-1. [PMID: 40347242 DOI: 10.1007/s00787-025-02738-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2024] [Accepted: 04/28/2025] [Indexed: 05/12/2025]
Abstract
Reactive joint attention (RJA) describes shared attention on a cued target. This key ability is attenuated in autistic compared to non-autistic preschoolers with low cognitive ability, and thus trained during early intervention. We evaluated the development of RJA in matched autistic preschoolers within a randomized controlled trial of the naturalistic developmental behavioral intervention A-FFIP (intervention [n = 32] versus early intervention-as-usual [EIAU, n = 28]), which is further compared to non-autistic preschoolers (n = 52). A screen-based eye-tracking paradigm assessed RJA at baseline, after 12 months (end-of-intervention, 78% retention), and after 36 months (follow-up, 44% retention). Corresponding pupil size changes were utilized to investigate arousal as a mediator in RJA group differences. Generalized linear mixed models were applied to compare RJA likelihood between groups and assessment timepoints. Across timepoints, RJA likelihood was lower in autistic versus non-autistic preschoolers (ORs = 0.07-0.27). The A-FFIP - but not the EIAU group - showed an increase in RJA likelihood at end-of-intervention (OR = 1.52) and follow-up (OR = 2.38). Across both autistic groups, an increase in RJA likelihood after 12 months predicted improved social responsiveness at 36-months follow-up (β = -1.22). A higher baseline pupil size within trials was associated with a lower RJA likelihood (β = -0.32) and mediated the autistic group difference on RJA likelihood in a causal mediation analysis. The A-FFIP early intervention increased eye-tracking derived RJA in autistic preschoolers up to two years after end of intervention, which likely cascaded on improved social responsiveness. Arousal regulation is outlined as a promising mediating mechanism.
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Affiliation(s)
- Nico Bast
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Autism Research and Intervention Center of Excellence, University Hospital Frankfurt, Goethe-University, Deutschordenstraße 50, 60528, Frankfurt am Main, Germany.
| | - Leonie Polzer
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Autism Research and Intervention Center of Excellence, University Hospital Frankfurt, Goethe-University, Deutschordenstraße 50, 60528, Frankfurt am Main, Germany
| | - Naisan Raji
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Autism Research and Intervention Center of Excellence, University Hospital Frankfurt, Goethe-University, Deutschordenstraße 50, 60528, Frankfurt am Main, Germany
| | - Luisa Schnettler
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Autism Research and Intervention Center of Excellence, University Hospital Frankfurt, Goethe-University, Deutschordenstraße 50, 60528, Frankfurt am Main, Germany
| | - Solvejg Kleber
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Autism Research and Intervention Center of Excellence, University Hospital Frankfurt, Goethe-University, Deutschordenstraße 50, 60528, Frankfurt am Main, Germany
| | - Christian Lemler
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Autism Research and Intervention Center of Excellence, University Hospital Frankfurt, Goethe-University, Deutschordenstraße 50, 60528, Frankfurt am Main, Germany
| | - Janina Kitzerow-Cleven
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Autism Research and Intervention Center of Excellence, University Hospital Frankfurt, Goethe-University, Deutschordenstraße 50, 60528, Frankfurt am Main, Germany
| | - Ziyon Kim
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Autism Research and Intervention Center of Excellence, University Hospital Frankfurt, Goethe-University, Deutschordenstraße 50, 60528, Frankfurt am Main, Germany
| | - Marie Schaer
- Department of Psychiatry, University of Geneva, Geneva, Switzerland
| | - Christine M Freitag
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Autism Research and Intervention Center of Excellence, University Hospital Frankfurt, Goethe-University, Deutschordenstraße 50, 60528, Frankfurt am Main, Germany
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Lopes A, Ward AD, Cecchini M. Eye tracking in digital pathology: A comprehensive literature review. J Pathol Inform 2024; 15:100383. [PMID: 38868488 PMCID: PMC11168484 DOI: 10.1016/j.jpi.2024.100383] [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: 07/25/2023] [Revised: 04/28/2024] [Accepted: 05/14/2024] [Indexed: 06/14/2024] Open
Abstract
Eye tracking has been used for decades in attempt to understand the cognitive processes of individuals. From memory access to problem-solving to decision-making, such insight has the potential to improve workflows and the education of students to become experts in relevant fields. Until recently, the traditional use of microscopes in pathology made eye tracking exceptionally difficult. However, the digital revolution of pathology from conventional microscopes to digital whole slide images allows for new research to be conducted and information to be learned with regards to pathologist visual search patterns and learning experiences. This has the promise to make pathology education more efficient and engaging, ultimately creating stronger and more proficient generations of pathologists to come. The goal of this review on eye tracking in pathology is to characterize and compare the visual search patterns of pathologists. The PubMed and Web of Science databases were searched using 'pathology' AND 'eye tracking' synonyms. A total of 22 relevant full-text articles published up to and including 2023 were identified and included in this review. Thematic analysis was conducted to organize each study into one or more of the 10 themes identified to characterize the visual search patterns of pathologists: (1) effect of experience, (2) fixations, (3) zooming, (4) panning, (5) saccades, (6) pupil diameter, (7) interpretation time, (8) strategies, (9) machine learning, and (10) education. Expert pathologists were found to have higher diagnostic accuracy, fewer fixations, and shorter interpretation times than pathologists with less experience. Further, literature on eye tracking in pathology indicates that there are several visual strategies for diagnostic interpretation of digital pathology images, but no evidence of a superior strategy exists. The educational implications of eye tracking in pathology have also been explored but the effect of teaching novices how to search as an expert remains unclear. In this article, the main challenges and prospects of eye tracking in pathology are briefly discussed along with their implications to the field.
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Affiliation(s)
- Alana Lopes
- Department of Medical Biophysics, Western University, London, ON N6A 3K7, Canada
- Gerald C. Baines Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada
| | - Aaron D. Ward
- Department of Medical Biophysics, Western University, London, ON N6A 3K7, Canada
- Gerald C. Baines Centre, London Health Sciences Centre, London, ON N6A 5W9, Canada
- Department of Oncology, Western University, London, ON N6A 3K7, Canada
| | - Matthew Cecchini
- Department of Pathology and Laboratory Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 3K7, Canada
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Liu Z, Wang Z, Cao B, Li F. Pupillary response to cognitive control in depression-prone individuals. Int J Psychophysiol 2024; 205:112426. [PMID: 39214257 DOI: 10.1016/j.ijpsycho.2024.112426] [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: 01/23/2024] [Revised: 08/18/2024] [Accepted: 08/27/2024] [Indexed: 09/04/2024]
Abstract
Revealing the pupillary correlates of depression-prone individuals is conducive to the early intervention and treatment of depression. This study recruited 31 depression-prone and 31 healthy individuals. They completed an emotional task-switching task combined with a go/no-go task, and task-evoked pupillary responses (TEPR) were recorded. Behavioral results showed no significant differences in behavioral performance in terms of cognitive flexibility and inhibition between the depression-prone group and the healthy control group. The pupillary results revealed that (1) the depression-prone group showed slightly lower TEPRs to positive stimuli than the healthy controls during cue presentation; (2) during target presentation, the depression-prone group did not show an effect of emotional valence on the pupillary response in the task-repeat trials; and (3) compared to the healthy controls, the depression-prone group showed significantly smaller TEPRs to negative no-go stimuli and had a longer latency of the second peak of pupil dilation in no-go trials. These results imply that depression-prone individuals may have slower neural responses in cognitive control tasks and emotion-specific weakened cognitive control than healthy individuals.
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Affiliation(s)
- Zhihong Liu
- School of Psychology, Jiangxi Normal University, China; School of Psychology, Shaanxi Normal University, China
| | - Zhijing Wang
- School of Psychology, Jiangxi Normal University, China; School of Humanities and Management, Yunnan University of Chinese Medicine, China
| | - Bihua Cao
- School of Psychology, Jiangxi Normal University, China
| | - Fuhong Li
- School of Psychology, Jiangxi Normal University, China.
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Beckers E, Campbell I, Sharifpour R, Paparella I, Berger A, Aizpurua JFB, Koshmanova E, Mortazavi N, Talwar P, Sherif S, Jacobs HIL, Vandewalle G. Impact of repeated short light exposures on sustained pupil responses in an fMRI environment. J Sleep Res 2024; 33:e14085. [PMID: 37904313 DOI: 10.1111/jsr.14085] [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: 04/13/2023] [Revised: 09/05/2023] [Accepted: 10/15/2023] [Indexed: 11/01/2023]
Abstract
Light triggers numerous non-image-forming, or non-visual, biological effects. The brain correlates of these non-image-forming effects have been investigated, notably using magnetic resonance imaging and short light exposures varying in irradiance and spectral quality. However, it is not clear whether non-image-forming responses estimation may be biased by having light in sequential blocks, for example, through a potential carryover effect of one light onto the next. We reasoned that pupil light reflex was an easy readout of one of the non-image-forming effects of light that could be used to address this issue. We characterised the sustained pupil light reflex in 13-16 healthy young individuals under short light exposures during three distinct cognitive processes (executive, emotional and attentional). Light conditions pseudo-randomly alternated between monochromatic orange light (0.16 melanopic equivalent daylight illuminance lux) and polychromatic blue-enriched white light of three different levels (37, 92, 190 melanopic equivalent daylight illuminance lux). As expected, higher melanopic irradiance was associated with larger sustained pupil light reflex in each cognitive domain. This result was stable over the light sequence under higher melanopic irradiance levels compared with lower ones. Exploratory frequency-domain analyses further revealed that sustained pupil light reflex was more variable under lower melanopic irradiance levels. Importantly, sustained pupil light reflex varied across tasks independently of the light condition, pointing to a potential impact of light history and/or cognitive context on sustained pupil light reflex. Together, our results emphasise that the distinct contribution and adaptation of the different retinal photoreceptors influence the non-image-forming effects of light and therefore potentially their brain correlates.
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Affiliation(s)
- Elise Beckers
- GIGA-Cyclotron Research Centre-In Vivo Imaging, University of Liège, Liège, Belgium
- Faculty of Health, Medicine and Life Sciences, School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, Maastricht, the Netherlands
| | - Islay Campbell
- GIGA-Cyclotron Research Centre-In Vivo Imaging, University of Liège, Liège, Belgium
| | - Roya Sharifpour
- GIGA-Cyclotron Research Centre-In Vivo Imaging, University of Liège, Liège, Belgium
| | - Ilenia Paparella
- GIGA-Cyclotron Research Centre-In Vivo Imaging, University of Liège, Liège, Belgium
| | - Alexandre Berger
- GIGA-Cyclotron Research Centre-In Vivo Imaging, University of Liège, Liège, Belgium
- Institute of Neuroscience (IoNS), Université Catholique de Louvain (UCLouvain), Woluwe-Saint-Lambert, Belgium
- Synergia Medical SA, Mont-Saint-Guibert, Belgium
| | | | - Ekaterina Koshmanova
- GIGA-Cyclotron Research Centre-In Vivo Imaging, University of Liège, Liège, Belgium
| | - Nasrin Mortazavi
- GIGA-Cyclotron Research Centre-In Vivo Imaging, University of Liège, Liège, Belgium
| | - Puneet Talwar
- GIGA-Cyclotron Research Centre-In Vivo Imaging, University of Liège, Liège, Belgium
| | - Siya Sherif
- GIGA-Cyclotron Research Centre-In Vivo Imaging, University of Liège, Liège, Belgium
| | - Heidi I L Jacobs
- Faculty of Health, Medicine and Life Sciences, School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, Maastricht, the Netherlands
- Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Gilles Vandewalle
- GIGA-Cyclotron Research Centre-In Vivo Imaging, University of Liège, Liège, Belgium
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Kraus F, Obleser J, Herrmann B. Pupil Size Sensitivity to Listening Demand Depends on Motivational State. eNeuro 2023; 10:ENEURO.0288-23.2023. [PMID: 37989588 PMCID: PMC10734370 DOI: 10.1523/eneuro.0288-23.2023] [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: 08/10/2023] [Revised: 10/19/2023] [Accepted: 10/22/2023] [Indexed: 11/23/2023] Open
Abstract
Motivation plays a role when a listener needs to understand speech under acoustically demanding conditions. Previous work has demonstrated pupil-linked arousal being sensitive to both listening demands and motivational state during listening. It is less clear how motivational state affects the temporal evolution of the pupil size and its relation to subsequent behavior. We used an auditory gap detection task (N = 33) to study the joint impact of listening demand and motivational state on the pupil size response and examine its temporal evolution. Task difficulty and a listener's motivational state were orthogonally manipulated through changes in gap duration and monetary reward prospect. We show that participants' performance decreased with task difficulty, but that reward prospect enhanced performance under hard listening conditions. Pupil size increased with both increased task difficulty and higher reward prospect, and this reward prospect effect was largest under difficult listening conditions. Moreover, pupil size time courses differed between detected and missed gaps, suggesting that the pupil response indicates upcoming behavior. Larger pre-gap pupil size was further associated with faster response times on a trial-by-trial within-participant level. Our results reiterate the utility of pupil size as an objective and temporally sensitive measure in audiology. However, such assessments of cognitive resource recruitment need to consider the individual's motivational state.
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Affiliation(s)
- Frauke Kraus
- Department of Psychology, University of Lübeck, 23562 Lübeck, Germany
- Center of Brain, Behavior, and Metabolism, University of Lübeck, 23562 Lübeck, Germany
| | - Jonas Obleser
- Department of Psychology, University of Lübeck, 23562 Lübeck, Germany
- Center of Brain, Behavior, and Metabolism, University of Lübeck, 23562 Lübeck, Germany
| | - Björn Herrmann
- Rotman Research Institute, Baycrest Academy for Research and Education, Toronto M6A 2E1, Ontario, Canada
- Department of Psychology, University of Toronto, Toronto M5S 3G3, Ontario, Canada
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