Back

Activating Ras-MAPK pathway variants drive hippocampal clonal competition in human epilepsy

Khoshkhoo, S.; Bae, M.; Wang, Y.; Tillett, A.; Ramirez, R. B.; Finander, B.; Egan, E. D.; Marx, L.; Patel, D.; Zhou, Z.; Chahine, Y.; Chhouk, B.; Zoullas, S. M.; Lai, A.; Coras, R.; Bielle, F.; Navarro, V.; Mathon, B.; Valiante, T. A.; Chameh, H. M.; Gao, A.; Krings, T.; Gooley, S.; Hildebrand, M. S.; Bulluss, K.; Clark, J.; Morokoff, A. P.; King, J. A.; Todaro, M.; Kwan, P.; O'Brien, T. J.; Berkovic, S. F.; Scheffer, I. E.; Perucca, P.; Lapinskas, E.; Rolston, J. D.; Cosgrove, G. R.; Sarkis, R. A.; D'Gama, A. M.; Alexadrescu, S.; Yang, E.; Poduri, A.; Richardson, R. M.; Erson-Omay, E. Z.; DeL

2026-01-27 genetics
10.64898/2026.01.26.701822 bioRxiv
Show abstract

Mesial (a.k.a., medial) temporal lobe epilepsy (MTLE) is the most common focal epilepsy1,2 and, in drug-resistant cases, is treated by surgical removal of the anterior temporal lobe, which often shows neuronal loss and gliosis consistent with hippocampal sclerosis (HS)2. MTLE with HS has minimal contribution from germline genetic variation3, and is associated with prior precipitating insults such as prolonged childhood seizures and head trauma4-6. Somatic variants in Ras-MAPK pathway genes were recently reported in a few MTLE surgical specimens7,8, but their prevalence, clinical relevance, and underlying biological mechanisms remain unknown. Targeted duplex sequencing of hippocampal DNA from 462 surgical resections revealed significant enrichment of deleterious somatic variants in MTLE versus controls, with >40% of MTLE specimens harboring activating Ras-MAPK variants in PTPN11, NF1, BRAF, KRAS, and twelve genes not previously associated with focal epilepsy. Eight Ras-MAPK genes showed positive clonal selection in MTLE. Increased somatic variant burden predicted worse surgical outcome. Somatic Ras-MAPK variants at ultra-low (<0.5%) variant allele fractions were associated with older seizure onset and HS pathology, supporting a late prenatal or postnatal origin. Ras-MAPK variants in MTLE were enriched in cells derived from hippocampal progenitors--neurons, astrocytes, oligodendrocytes--in line with the known neuronal hyperexcitability and seizures induced by Ras-MAPK overactivation9,10; in contrast, Alzheimer disease hippocampi exhibited microglial enrichment of Ras-MAPK variants, consistent with prior reports11. Single-nucleus RNA sequencing showed increased expression of Ras-MAPK genes in neurons and upregulation of pathways mediating neurogenesis and neural development in MTLE. Functional validation of novel, recurrent PTPN11 variants confirmed gain-of-function, while cellular modeling in induced pluripotent stem cells demonstrated proliferative/survival advantages for mutant cells in mosaic culture. Overall, our data suggest that somatic Ras-MAPK variants and acquired risk factors may converge on clonal competition in the hippocampus to modulate epilepsy risk.

Matching journals

The top 9 journals account for 50% of the predicted probability mass.

1
Brain
154 papers in training set
Top 0.5%
10.6%
2
Annals of Neurology
57 papers in training set
Top 0.2%
6.9%
3
Nature
575 papers in training set
Top 4%
6.9%
4
Nature Communications
4913 papers in training set
Top 28%
6.4%
5
Nature Genetics
240 papers in training set
Top 1%
4.9%
6
Science Translational Medicine
111 papers in training set
Top 0.4%
4.9%
7
Genetics in Medicine
69 papers in training set
Top 0.4%
4.2%
8
Journal of Neurology, Neurosurgery & Psychiatry
29 papers in training set
Top 0.3%
3.3%
9
Nature Neuroscience
216 papers in training set
Top 3%
3.1%
50% of probability mass above
10
Neurology
44 papers in training set
Top 0.5%
2.9%
11
Acta Neuropathologica
51 papers in training set
Top 0.4%
2.9%
12
Gastroenterology
40 papers in training set
Top 0.7%
2.4%
13
Cell Genomics
162 papers in training set
Top 3%
1.9%
14
Science
429 papers in training set
Top 13%
1.8%
15
Genome Medicine
154 papers in training set
Top 4%
1.7%
16
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 32%
1.7%
17
Nature Human Behaviour
85 papers in training set
Top 2%
1.7%
18
The American Journal of Human Genetics
206 papers in training set
Top 2%
1.7%
19
Cell Reports
1338 papers in training set
Top 27%
1.3%
20
The Lancet Infectious Diseases
71 papers in training set
Top 2%
1.2%
21
European Journal of Human Genetics
49 papers in training set
Top 0.9%
1.1%
22
Cell Research
49 papers in training set
Top 2%
1.0%
23
Experimental & Molecular Medicine
14 papers in training set
Top 0.1%
1.0%
24
Nature Medicine
117 papers in training set
Top 4%
1.0%
25
Annals of Clinical and Translational Neurology
29 papers in training set
Top 0.9%
0.9%
26
Scientific Reports
3102 papers in training set
Top 74%
0.8%
27
Neurology Genetics
14 papers in training set
Top 0.3%
0.8%
28
Science Advances
1098 papers in training set
Top 29%
0.8%
29
Communications Biology
886 papers in training set
Top 26%
0.7%
30
The EMBO Journal
267 papers in training set
Top 6%
0.7%