A cross-species link between mTOR-related synaptic pathology and functional hyperconnectivityin autism
Marco PaganiiD, Noemi BarsottiiD, Alice BerteroiD, Stavros TrakoshisiD, Laura Ulysse, Andrea LocarnoiD, Ieva MisevičiūtėiD, Alessia De Felice, Carola Canella, Kaustubh SupekariD, Alberto GalbuseraiD, Vinod MenoniD, Raffaella ToniniiD, Gustavo DecoiD, Michael Vincent LombardoiD, Massimo PasqualettiiD, Alessandro GozziiD
Abstract
Postmortem studies have revealed increased density of excitatory synapses in the brains of individuals with autism, with a putative link to aberrant mTOR-dependent synaptic pruning. Autism is also characterized by atypical macroscale functional connectivity as measured with resting-state fMRI (rsfMRI). These observations raise the question of whether excess of synapses cause aberrant functional connectivity in autism. Using rsfMRI, electrophysiology and in silico modelling in Tsc2 haploinsufficient mice, we show that mTOR-dependent increased spine density is associated with autism-like stereotypies and cortico-striatal hyperconnectivity. These deficits are completely rescued by pharmacological inhibition of mTOR. Notably, we further demonstrate that children with idiopathic autism exhibit analogous cortical-striatal hyperconnectivity, and document that this connectivity fingerprint is enriched for autism-dysregulated genes interacting with mTOR or TSC2. Finally, we show that the identified transcriptomic signature is predominantly expressed in a subset of children with autism, thereby defining a segregable autism subtype. Our findings causally link mTOR-related synaptic pathology to large-scale network aberrations, revealing a unifying multi-scale framework that mechanistically reconciles developmental synaptopathy and functional hyperconnectivity in autism. SignificanceAberrant brain functional connectivity is a hallmark of autism, but the neural basis of this phenomenon remains unclear. We show that a mouse line recapitulating mTOR-dependent synaptic pruning deficits observed in postmortem autistic brains exhibits widespread functional hyperconnectivity. Importantly, pharmacological normalization of mTOR signalling completely rescues synaptic, behavioral and functional connectivity deficits. We also show that a similar connectivity fingerprint can be isolated in human fMRI scans of people with autism, where it is linked to over-expression of mTOR-related genes. Our results reveal a unifying multi-scale translational framework that mechanistically links aberrations in synaptic pruning with functional hyperconnectivity in autism.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 150
- FWCI
- 12.89
- Field percentile
- top 1%
- Organism
- Assay
- Research Focus
- Approach
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
- Biological subtyping of autism via cross-species fMRI
Marco Pagani, Valerio Zerbi, … Alessandro Gozzi·bioRxiv·Mar 4, 2025
- Distinct transcriptomic and hierarchical organization associated with brain hyperconnectivity and hypoconnectivity in autism spectrum disorder
Abinaya Vairam, Km Bhavna, … D. Pomeroy·bioRxiv·Aug 1, 2026
- Reproducible functional connectivity alterations are associated with autism spectrum disorder
Štefan Holiga, Joerg F. Hipp, … Juergen Dukart·bioRxiv·Jul 17, 2018
- Homozygous loss of autism-risk gene CNTNAP2 results in reduced local and long-range prefrontal functional connectivity
Adam Liska, Alice Bertero, … Alessandro Gozzi·Cerebral CortexPeer-reviewed·Jan 30, 2017
- MECP2 duplication causes aberrant GABA pathways, circuits and behaviors in transgenic monkeys: neural mappings to patients with autism
Dan-Chao Cai, Zhiwei Wang, … Zheng Wang·Journal of NeurosciencePeer-reviewed·Apr 8, 2020
- Mesoscopic patterns of functional connectivity alterations in autism by contrast subgraphs
Tommaso Lanciano, Giovanni Petri, … Francesco Bonchi·bioRxiv·Nov 19, 2022