# Longitudinal functional connectivity changes across the clinical spectrum of C9orf72 hexanucleotide repeat expansion carriers

**Authors:** Liwen Zhang, Suvi Häkkinen, Youjin Jung, Maria Luisa Mandelli, Dana Leichter, Chiadi U. Onyike, Julio C. Rojas, Maria Luisa Gorno Tempini, Jennifer S. Yokoyama, Brad F. Boeve, Adam L. Boxer, Leah K. Forsberg, Hilary W. Heuer, Kejal Kantarci, Eliana Marisa Ramos, Howard J. Rosen, Bruce L. Miller, William W. Seeley, Taru M. Flagan, Suzee E. Lee

PMC · DOI: 10.1002/alz70856_105253 · Alzheimer's & Dementia · 2026-01-09

## TL;DR

This study tracks brain connectivity changes in people with a C9orf72 gene mutation over time, showing that functional networks change even before structural brain changes appear.

## Contribution

The study reveals dynamic longitudinal changes in functional connectivity in C9orf72 carriers across clinical stages, independent of gray matter decline.

## Key findings

- Asymptomatic C9orf72 carriers showed baseline hypoconnectivity in key brain networks and longitudinal changes in connectivity.
- Symptomatic carriers exhibited baseline hypoconnectivity and longitudinal increases in connectivity in sensorimotor and salience networks.
- Higher baseline NfL levels correlated with longitudinal changes in functional connectivity in asymptomatic and symptomatic carriers.

## Abstract

A hexanucleotide repeat expansion in C9orf72 is the leading genetic cause of frontotemporal lobar degeneration and amyotrophic lateral sclerosis. There remains a critical need for biomarkers that track disease progression across clinical stages. Cross‐sectionally, intrinsic connectivity networks (ICNs) derived from task‐free fMRI (tf‐fMRI) detects abnormalities in C9orf72 expansion carriers (C9orf72+), even when brain structural differences are subtle (Lee et al., 2017). Few studies have examined longitudinal connectivity changes in C9orf72+, however.

We analyzed longitudinal structural and tf‐fMRI data and plasma neurofilament light chain (NfL) concentrations of C9orf72+ recruited from UCSF and the ALLFTD Consortia. Mean time from first to last scan was 2.4±1.3 years. Participants included 36 asymptomatic (aSx‐C9), 17 prodromal (prodromal‐C9), 29 symptomatic (Sx‐C9) carriers, and 107 healthy controls (HC). For structural MRI analyses, smoothed gray matter maps were parcellated into 246 regions‐of‐interest based on the Brainnetome atlas. We conducted voxelwise seed‐based tf‐fMRI analyses to examine ICNs showing alterations C9orf72+ based on previous literature: salience network (SN), sensorimotor network (SMN), default mode network (DMN), and a medial pulvinar thalamus network (pulvinar). General linear models and linear mixed models (LMM) compared C9orf72+ groups to HC in baseline and longitudinal gray matter and functional connectivity, as well as examined associations between longitudinal functional connectivity changes and baseline NfL concentrations.

Despite a lack of longitudinal gray matter decline, aSx‐ and Sx‐C9orf72+ showed functional connectivity changes. Compared to HC, aSx‐C9 had baseline hypoconnectivity in the SN, SMN, and pulvinar network. Longitudinally, this group showed declines in the SN and pulvinar network, alongside DMN increases. Prodromal‐C9 exhibited baseline SMN hypoconnectivity and hyperconnectivity in the DMN and pulvinar network, but no significant longitudinal changes. Sx‐C9 showed baseline hypoconnectivity in SN, SMN, and DMN, with additional regions of DMN hyperconnectivity, while longitudinally, SN and SMN connectivity increased. In aSx‐C9, higher baseline NfL concentrations correlated with regions of SMN decreases over time and both increases and decreases in the pulvinar network. In prodromal‐C9 and Sx‐C9 combined, higher NfL was associated with DMN increases longitudinally.

Though gray matter declines were undetectable over a span of several years, functional connectivity networks changed dynamically in C9orf72+.

## Linked entities

- **Genes:** C9orf72 (C9orf72-SMCR8 complex subunit) [NCBI Gene 203228]
- **Diseases:** amyotrophic lateral sclerosis (MONDO:0004976)

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Source: https://tomesphere.com/paper/PMC12788170