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Lung cancer is the leading cause of cancer mortality worldwide in spite of the advanced progresses in medication and low-dose CT screening. The early-stage lung cancer accounts for less than 50% of newly diagnosed lung cancer in Taiwan, even in stage IB patients proximately 30% still suffer from recurrence and metastasis. The International Cancer Moonshot Project recently established the first comprehensive proteogenomics profiling of early-stage lung cancer patients in East Asia, revealing a proteomics-informed classification to identify a new "late like" subtype, which can identify a subgroup of early-stage patients with worse clinicopathological features (Cell, Cover story, 2020). This study has been featured in prestigious journals (Nat Rev Clin Oncol; Cancer Discov, 2020) and led to two provisional US patents. In this proposal, taking the discovery from the Cancer Moonshot multiomi
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