In conclusion, we have for the first time discovered a novel and heterozygous LMF1 nonsense variant in a HTG-AP patient with severe obesity and heavy smoking, highlighting an important interplay between genetic and lifestyle factors in the etiology of HTG. The gene discussed is LMF1; the disease is obesity due to melanocortin 4 receptor deficiency.