Recent research has elucidated various molecular mechanisms contributing to the pathophysiology of Alzheimer's disease (AD). A pivotal study identified the homotypic fibrillization of TMEM106B, revealing its presence in diverse neurodegenerative diseases characterized by TDP-43, tau, or α-synuclein aggregation. Utilizing cryoelectron microscopy and mass spectrometry, the study detailed the structure of TMEM106B fibrils from postmortem human brain tissue, highlighting its potential role as a common pathological feature across different neurodegenerative conditions (ref: Chang doi.org/10.1016/j.cell.2022.02.026/). Another significant finding involved the positive feedback regulation of microglial glucose metabolism by histone H4 lysine 12 lactylation, which drives AD pathogenesis. Inhibiting this cycle in a 5XFAD mouse model resulted in reduced Aβ burden and cognitive deficits, suggesting a therapeutic target for AD (ref: Pan doi.org/10.1016/j.cmet.2022.02.013/). Furthermore, the study of tau pathology revealed that the norepinephrine metabolite DOPEGAL directly modifies tau, enhancing its aggregation and propagation, with implications for understanding tau's selective vulnerability in the locus ceruleus (ref: Kang doi.org/10.1038/s41594-022-00745-3/). Additionally, ATAD3A oligomerization was linked to lipid metabolism disturbances, contributing to cognitive deficits in AD models, indicating a connection between mitochondrial function and neurodegeneration (ref: Zhao doi.org/10.1038/s41467-022-28769-9/). Lastly, cerebrospinal fluid (CSF) tau levels were associated with abnormal neuronal plasticity markers, suggesting that tau pathology may influence cognitive decline through mechanisms affecting synaptic function (ref: Visser doi.org/10.1186/s13024-022-00521-3/).