Amino acid sequence-based predictions from FATHMM46 using hidden Markov Models revealed 0% of ROBO1, 6% of ROBO4, and 0% of SLIT2 variants of lung cancer dataset to be associated with some form of "cancer". The gene discussed is SLIT2; the disease is lung carcinoma.