Reading selectively recruits specialized cortical patches within the left ventral occipitotemporal cortex (vOTC), such as the visual word form area (VWFA). Under the framework of the interactive account of word recognition, these neural responses emerge from dynamic, bidirectional loops where top-down linguistic predictions continuously modulate and constrain bottom-up sensory visual inputs. Consequently, identifying and isolating these top-down cognitive signals fundamentally requires a precise characterization of the underlying low-level sensory baseline. This dense-sampling fMRI study (11 right-handed adults, 10 sessions each) systematically addresses the spatial and functional architecture of the reading network using population receptive field (pRF) modeling and functional localizers (fLoc). First, we conduct a rigorous group- and subject-level replication of stimulus-dependent pRF eccentricity shifts (words and false fonts versus checkers) observed in previous research. To overcome known barriers to individual parameter stability, we systematically manipulate and evaluate stimulus Frequency, bar Width, and element Size (FWS) across eight sessions per subject to isolate the precise factors driving test-retest reliability. Second, we design and validate a novel Word-Center (WC) paradigm acquired across one/two sessions per participant. This hybrid paradigm was designed to decouple moving spatial mapping carriers (checkerboard bars) from central reading processes (word or false-font streams in the central fixation location). Functional data were denoised with NORDIC, preprocessed via fMRIPrep, and projected to the cortical surface for analysis via Nilearn GLMs to model word-responsive regions and mrVista to obtain pRF estimates. Individual-level spatial maps replicated previous results in approximately 70% of subjects. The lack of replication in the remaining subjects, whether driven by methodological factors or inherent individual differences, highlights ongoing baseline mapping challenges. Optimizing this mapping is sensitive to stimulus carrier type and specific FWS configurations. Furthermore, the hybrid WC paradigm successfully demonstrates stimulus equivalence, concurrently yielding robust reading-selective functional localization and reliable retinotopic estimates. By breaking the spatial-lexical confound of traditional mapping protocols, this paradigm provides an innovative framework to separate bottom-up sensory sweeps from top-down central linguistic processing. This vision-centric framework serves as a methodological baseline toward a comprehensive, multi-signal understanding of the human reading hierarchy.
Miguel Martinez-Zaldivar, Yongning Lei, Garikoitz Lerma-Usabiaga· bioRxiv· 0 citations
This PRISMA‑guided systematic review synthesized evidence on the psychometric properties of immersive head‑mounted display (HMD) virtual reality (VR) tools developed for the ecological assessment of cognition across different developmental stages. The review targeted studies evaluating attention, inhibitory control, memory, and executive functions; published between January 1, 2021, and March 13, 2025, across PubMed, PsycINFO, Scopus, and Web of Science. Twenty‑one studies met the inclusion criteria. Convergent validity emerged as the most frequently reported property, appearing in 14 studies (67%) and showing predominantly low‑to‑moderate correlation coefficients (r = .29-0.66). Construct validity was reported less often (3 of 21; 14%) explaining 62%-80.18% of the variance, while test‑retest reliability data were available in only two studies (9.5%), showing overall significant correlation coefficients (r = .18-0.85). Discriminant validity (7 of 21; 33%) was adequate in 5 studies but limited in 2, which reported moderate cross-construct correlations. Predictive validity was assessed in five studies (24%), mainly for psychopathology‑related applications, though most relied on single‑rater parent questionnaires without behavioral or longitudinal validation, with evidence ranging from strong classifier performance (AUC = 0.92) to moderate predictive correlations (r = .38-0.43) and variable diagnostic classification rates. Child and adolescent investigations (9 of 21 studies) consistently demonstrated smaller sample sizes and less comprehensive validation protocols than adult‑focused research. Despite these heterogeneities, findings suggest that HMD‑VR environments can elicit more ecologically relevant cognitive behaviors and may capture performance features difficult to assess with traditional tools. However, the current evidence base is limited by methodological variability, restricted age diversity, and underreporting of core psychometric indices. Future research should adopt standardized validation protocols, include representative developmental samples, and integrate multi‑informant and longitudinal approaches to verify the ecological validity and clinical generalizability of HMD‑VR assessments.
Egoitz Carral-Trucios, Miguel Martinez-Zaldivar, Miguel Saura-Carrasco et al.· Neuropsychology Review· 0 citations
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