In the CTEPH cohort, serum albumin and eGFR showed negative correlations with LOS, indicating that hypoalbuminemia and reduced renal function were linked to prolonged hospitalization in this subgroup. The gene discussed is ALB; the disease is Hypoalbuminemia.