Among the 17 signature genes, KANK2, CLEC4D, ADRB2, CRYAB, NR4A1, CMTM5, ZBTB16, ACTC1, and SYNE3 showed downregulation in NSCLC with negative LASSO coefficients. The gene discussed is SYNE3; the disease is non-small cell lung carcinoma.