Early functional neuroimaging alterations in pTau217 biomarker-positive older adults

Introduction Early identification of individuals with Alzheimer’s Disease (AD) is key to its successful management. In this regard, plasma biomarkers and functional magnetic resonance imaging alterations could represent useful triage tools for preclinical AD cases. Methods In this study, we analyzed the relationship between neuroimaging, biological and cognitive data from 88 elderly participants recruited from the University Hospital of Padua. Neuroimaging alterations were quantified based on a measure of dispersion within the connectivity gradient. LASSO and multiple linear regression models were used to specifically assess the interaction between gradients’ dispersion and plasma pTau217 levels in predicting cognitive performance, while controlling for cognitive reserve and renal dysfunction. Finally, exploratory ANCOVA models were used to test differences in dispersion between cognitively unimpaired individuals (UC), individuals with mild cognitive impairment (MCI) who were pTau217-negative, individuals with prodromal AD (PR), defined by MCI status and pTau217 positivity, and a group of patients with more advanced AD from the Alzheimer’s Disease Neuroimaging Initiative (ADNI). Results Our results show that functional dispersion positively impacts cognitive performance in healthy participants, but only in crossmodal integration hubs and in tasks requiring multimodal processing. In PR individuals, however, dispersion within a wider profile of regions appeared to favor memory performance. Finally, dispersion values within several cortical regions were observed to significantly differ between UC and MCI individuals compared to AD, but not between PR and AD participants. Conclusion Although preliminary, our data delineate patterns of functional alterations in individuals with prodromal AD.

Authors

Institutions

Publication Details

Journal
Frontiers in Aging Neuroscience
Published
2026-11-04
DOI
https://doi.org/10.3389/fnagi.2026.1960569
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Early functional neuroimaging alterations in pTau217 biomarker-positive older adults

Stefania Moz, Maria Devita, Arianna Menardi, Anna Pilatone et al.
Frontiers in Aging Neuroscience
Dementia and Cognitive Impairment Research
article

Early functional neuroimaging alterations in pTau217 biomarker-positive older adults

Stefania Moz, Maria Devita, Arianna Menardi, Anna Pilatone, Gabriella Milan, Alessandra Coin, Adele Ravelli, Eleonora Fiorenzato, Martina Montagnana, Catia Pilon, Giuseppe Sergi, Claudia Maria Radu, Antonino Vallesi, Angelo Antonini, Giulia Musso, Francesca Vianello, Chiara Ceolin, Simone Cauzzo, Roberta Biundo, Luca Busetto, Sabrina Pigozzo, Filippo Augusto Barbini, Silvia Sturani, Milena Spoa, Annachiara Cagnin, Marina Rui, Cristina Simonato, Maria Laura Nasi, Franz Villanova, Alessandra Giannella, Carlotta Bortoluzzi, Marta Conforti, Silvia Bettini
article en

Abstract

Introduction Early identification of individuals with Alzheimer’s Disease (AD) is key to its successful management. In this regard, plasma biomarkers and functional magnetic resonance imaging alterations could represent useful triage tools for preclinical AD cases. Methods In this study, we analyzed the relationship between neuroimaging, biological and cognitive data from 88 elderly participants recruited from the University Hospital of Padua. Neuroimaging alterations were quantified based on a measure of dispersion within the connectivity gradient. LASSO and multiple linear regression models were used to specifically assess the interaction between gradients’ dispersion and plasma pTau217 levels in predicting cognitive performance, while controlling for cognitive reserve and renal dysfunction. Finally, exploratory ANCOVA models were used to test differences in dispersion between cognitively unimpaired individuals (UC), individuals with mild cognitive impairment (MCI) who were pTau217-negative, individuals with prodromal AD (PR), defined by MCI status and pTau217 positivity, and a group of patients with more advanced AD from the Alzheimer’s Disease Neuroimaging Initiative (ADNI). Results Our results show that functional dispersion positively impacts cognitive performance in healthy participants, but only in crossmodal integration hubs and in tasks requiring multimodal processing. In PR individuals, however, dispersion within a wider profile of regions appeared to favor memory performance. Finally, dispersion values within several cortical regions were observed to significantly differ between UC and MCI individuals compared to AD, but not between PR and AD participants. Conclusion Although preliminary, our data delineate patterns of functional alterations in individuals with prodromal AD.

Frontiers in Aging NeuroscienceVol. 18
University of Padua (IT), Institute for Neurodegenerative Disorders (US), IRCCS San Camillo Hospital (IT)
Openalex Percentile: Top 14%
Dementia and Cognitive Impairment Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon