2603.00325 PCDH9 as a Pan-Neurodegenerative Biomarker: Expression Dysregulation Without Functional Criticality
Foundation models like Geneformer identify disease-relevant genes through attention mechanisms, but whether high-attention genes are mechanistically critical remains unclear. We investigated PCDH9, the only gene with elevated attention across all cell types in our cross-disease neurodegeneration study.