This research develops a protein-based detection technology capable of identifying subtle molecular changes months before disease symptoms appear. By adapting nanopore sequencing with a protein “detangler,” it enables early warning for conditions like leukemia, shifting medicine from reactive treatment to proactive disease prevention.