Back

Structural and Synaptic Dysregulation Drives Network Vulnerability in APOE4 Human Neuronal Networks

Groenlie, M. B.; Fiskum, V.; Sandvig, A.; Sandvig, I.

2026-05-05 neuroscience
10.64898/2026.05.04.722197 bioRxiv
Show abstract

Synaptic failure and associated neuronal network dysfunction are key pathological processes involved in the early stages of Alzheimers disease (AD). A better understanding of the specific synaptic pathways and network topologies that drive disease vulnerability is therefore essential for the development of a targeted therapeutic intervention. In the present study, we aimed to determine how defined synaptic pathways and connectivity patterns shape the emergence and progression of the structural and functional network dynamics of human neuronal networks with inherent vulnerability to AD. We performed longitudinal microelectrode array recordings, assessed excitatory and inhibitory activity, quantified neurite growth, and performed proteomic analyses of synaptosomes from human induced pluripotent stem cell-derived neuronal networks carrying homozygous apolipoprotein E epsilon 4 (APOE4), the strongest genetic risk factor for developing late-onset AD. This integrated approach enabled multiscale characterization of synaptic alterations, structural maturation, and functional network dynamics associated with AD vulnerability. Compared to isogenic homozygous APOE3 networks, we found that APOE4 drives a distinct topological regime, characterized by high assortativity combined with low transitivity, which reflects a compensatory organization with reduced redundancy and flexibility, consistent with an intrinsically fragile network structure. APOE4 networks exhibited reduced firing rates, dynamic excitatory and inhibitory imbalance, impaired synchronization, absence of network bursting, and reduced global routing efficiency. Despite retaining small-world properties indicative of baseline information processing capacity, the topological and functional profile of APOE4 networks suggests a reliance on compensatory mechanisms associated with elevated metabolic cost and increased susceptibility to pathological spread. Structurally, APOE4 networks displayed reduced dendritic length, branching, and total dendrite area, accompanied by dysregulation of synaptic organization and signaling, ion dynamics, and intracellular signaling pathways. Together, these findings establish that APOE4 drives a multiscale reorganization of neuronal networks that not only mirrors synaptic alterations identified in patients, but also contextualizes these changes within network-level dynamics, advancing a more comprehensive understanding of early AD pathology.

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

1
Alzheimer's & Dementia
143 papers in training set
Top 0.5%
14.9%
2
Neurobiology of Disease
134 papers in training set
Top 0.4%
10.2%
3
Advanced Science
249 papers in training set
Top 2%
8.5%
4
Nature Communications
4913 papers in training set
Top 25%
7.3%
5
Cell Reports
1338 papers in training set
Top 6%
6.9%
6
Brain
154 papers in training set
Top 0.8%
6.9%
50% of probability mass above
7
Neuron
282 papers in training set
Top 3%
4.9%
8
Molecular Psychiatry
242 papers in training set
Top 0.7%
4.4%
9
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 27%
2.1%
10
eLife
5422 papers in training set
Top 35%
2.1%
11
Nature Neuroscience
216 papers in training set
Top 4%
1.8%
12
Science Advances
1098 papers in training set
Top 17%
1.7%
13
The Journal of Neuroscience
928 papers in training set
Top 6%
1.7%
14
Acta Neuropathologica
51 papers in training set
Top 0.8%
1.3%
15
Alzheimer's Research & Therapy
52 papers in training set
Top 1%
1.2%
16
Communications Biology
886 papers in training set
Top 16%
1.0%
17
Translational Psychiatry
219 papers in training set
Top 4%
0.9%
18
iScience
1063 papers in training set
Top 26%
0.9%
19
Neuropathology and Applied Neurobiology
14 papers in training set
Top 0.5%
0.8%
20
Progress in Neurobiology
41 papers in training set
Top 2%
0.7%
21
Aging Cell
144 papers in training set
Top 3%
0.7%
22
Scientific Reports
3102 papers in training set
Top 75%
0.7%
23
Cell Calcium
15 papers in training set
Top 0.2%
0.7%
24
Journal of Experimental Medicine
106 papers in training set
Top 4%
0.7%
25
Nature Medicine
117 papers in training set
Top 6%
0.7%
26
Brain Communications
147 papers in training set
Top 4%
0.7%
27
Nature Cell Biology
99 papers in training set
Top 5%
0.7%
28
Molecular Systems Biology
142 papers in training set
Top 2%
0.7%
29
Cell Reports Medicine
140 papers in training set
Top 9%
0.7%
30
Developmental Cell
168 papers in training set
Top 13%
0.7%