bioRxivNeurosciencePreprint
Global network structure and local transcriptomic vulnerability shape atrophy in sporadic and genetic behavioral variant frontotemporal dementia
Golia ShafieiiD, Vincent BazinetiD, Mahsa DadariD, Ana Laura ManeraiD, D. Louis CollinsiD, Alain DagheriD, Barbara BorroniiD, Raquel Sánchez‐ValleiD, Fermín MorenoiD, Robert Jr LaforceiD, Caroline GraffiD, Matthis SynofzikiD, Daniela GalimbertiiD, James Benedict RoweiD, Mario MasellisiD, Maria Carmela TartagliaiD, Elizabeth C. FingeriD, Rik R. VandenbergheiD, Alexandre de MendonçaiD, Fabrizio TagliaviniiD, Isabel J. SantanaiD, Christopher ButleriD, Alexander GerhardiD, Adrian DanekiD, Johannes LeviniD, , GENetic Frontotemporal dementia Initiative (GENFI)
Abstract
Connections among brain regions allow pathological perturbations to spread from a single source region to multiple regions. Patterns of neurodegeneration in multiple diseases, including behavioral variant of frontotemporal dementia (bvFTD), resemble the large-scale functional systems, but how bvFTD-related atrophy patterns relate to structural network organization remains unknown. Here we investigate whether neurodegeneration patterns in sporadic and genetic bvFTD are conditioned by connectome architecture. Regional atrophy patterns were estimated in both genetic bvFTD (75 patients, 247 controls) and sporadic bvFTD (70 patients, 123 controls). We first identify distributed atrophy patterns in bvFTD, mainly targeting areas associated with the limbic intrinsic network and insular cytoarchitectonic class. Regional atrophy was significantly correlated with atrophy of structurally- and functionally-connected neighbors, demonstrating that network structure shapes atrophy patterns. The anterior insula was identified as the predominant group epicenter of brain atrophy using data-driven and simulation-based methods, with some secondary regions in frontal ventromedial and anteromedial temporal areas. Finally, we find that FTD-related genes, namely C9orf72 and TARDBP, confer local transcriptomic vulnerability to the disease, effectively modulating the propagation of pathology through the connectome. Collectively, our results demonstrate that atrophy patterns in sporadic and genetic bvFTD are jointly shaped by global connectome architecture and local transcriptomic vulnerability.
- organism: human
- assay: bulk RNA-seq
- research focus: differential expression
- approach: statistical model
- Citations
- 4
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Salience network atrophy links neuron type-specific degeneration to loss of empathy in frontotemporal dementia
Lorenzo Pasquini, Alissa L. Nana, … William W. Seeley·Cerebral CortexPeer-reviewed·May 16, 2020
- Cytoarchitectonic gradients of laminar degeneration in behavioral variant frontotemporal dementia
Daniel T. Ohm, Sharon Xiangwen Xie, … David John Irwin·BrainPeer-reviewed·Aug 9, 2024
- Cerebellar and subcortical atrophy contribute to psychiatric symptoms in frontotemporal dementia
Aurélie Bussy, Jake P. Levy, … GENetic Frontotemporal dementia Initiative (GENFI)·Human Brain MappingPeer-reviewed·Mar 9, 2023
- Analysis of brain atrophy and local gene expression in genetic frontotemporal dementia
André Altmann, David M. Cash, … Philip Van Damme·Brain CommunicationsPeer-reviewed·Jan 1, 2020
- Single-cell transcriptomic atlas of frontoinsular cortex reveals molecular correlates of selective neuronal vulnerability in FTD
Arnar Breevoort, Dimitar Ivanov, … Alex A. Pollen·bioRxiv·Jul 14, 2026
- Local vulnerability and global connectivity jointly shape neurodegenerative disease propagation
Ying‐Qiu Zheng, Yu Zhang, … Alain Dagher·PLoS BiologyPeer-reviewed·Nov 21, 2019