This dataset includes DIA-PASEF-based plasma proteomics and single-cell proteomics of peripheral T and B cells from Amyotrophic Lateral Sclerosis (ALS) patients and healthy controls, enabling analysis of disease progression, identification of differentially expressed proteins, and investigation of immune-axonal regulatory mechanisms relevant to ALS pathogenesis.