Answering this needs to distinguish screening from monitoring. A screening panel looks for the unexpected; a monitoring panel tracks something you already have a reason to watch.
A twenty-analyte panel run on a healthy person will produce, on average, one out-of-range result purely from how reference intervals are constructed. That is arithmetic rather than pathology.
A sensible core for this population is a full blood count, renal function with electrolytes, liver enzymes with bilirubin, a fasting lipid panel with apolipoprotein B, HbA1c and thyroid-stimulating hormone.
Pre-analytical factors — posture, tourniquet time, fasting, sample handling — are the largest source of error in routine biochemistry, well ahead of the analysis itself.
One out-of-range value on a twenty-analyte panel is expected. Two on a repeat is a finding.
edited 29 Apr 2025 by imani_dube — removed a claim I could not source
3Worth flagging that a mild enzyme elevation with a normal bilirubin is a different object from a rising one. – t_oyelaran 5 months ago add a comment