Specifically, higher albumin levels were associated with a reduced risk of adenocarcinoma, while elevated MUFA and lactate levels were linked to an increased risk of squamous cell carcinoma and small cell lung cancers, respectively. Here, ALB is linked to small cell lung carcinoma.