Research in neurodegenerative diseases has increasingly focused on identifying biomarkers that can predict disease onset and progression. A significant study developed multimodal models for familial frontotemporal dementia (f-FTD) that incorporated longitudinal clinical and neuropsychological scores, regional brain volumes, and plasma neurofilament light chain (NfL) data from 796 mutation carriers and 412 non-carrier controls. This approach aims to enhance the prediction of symptom onset in f-FTD, which has historically been challenging compared to familial Alzheimer's disease (ref: Staffaroni doi.org/10.1038/s41591-022-01942-9/). Additionally, the genetic analysis of assortative mating in the Japanese population revealed that gametic phase disequilibrium between trait-associated alleles can serve as a marker for parental assortative mating on polygenic traits, highlighting the complexities of genetic influences on neurodegenerative conditions (ref: Yamamoto doi.org/10.1038/s41562-022-01438-z/). The implications of these findings extend to understanding the genetic underpinnings of neurodegenerative diseases and their progression, which may inform future therapeutic strategies. Furthermore, the role of MEX3A in impairing DNA mismatch repair signaling was investigated in glioblastoma, revealing its potential contribution to acquired temozolomide resistance, thus emphasizing the need for targeted therapies in neurodegenerative contexts (ref: Gan doi.org/10.1158/0008-5472.CAN-22-2036/).