In this subset of NSCLC patients who are Chinese male never smokers, EML4-ALK translocation is associated with early-onset and less-differentiated carcinomas, which are likely caused by the aberrant expression of ALK mRNA and protein. The gene discussed is ALK; the disease is non-small cell lung carcinoma.