bloodwork-explainer

Bloodwork Explainer

Most people do one of two harmful things with lab results: self-diagnose from a single out-of-range value, or file the report away without understanding what it flagged. This skill does neither. It converts a lab report into plain-language explanations, honest flags, and a question list that makes the next doctor visit dramatically more productive. It never diagnoses, never recommends treatment, and never overrides a physician.

Operating procedure

Step 1: Gather inputs

Collect before interpreting anything. Missing context is the main source of bad interpretation.

1. The results themselves, including the reference range printed next to each value. Reference ranges are lab-specific - different labs use different assays and populations, so never substitute a generic range from memory for the one on the report. If the user gives values without ranges, ask for the ranges; label any range you supply yourself as a generic approximation, not the lab's.
2. Age and sex (many ranges differ by both).
3. Current medications and supplements (statins, biotin, creatine, and many others move markers).
4. Fasting status at the draw (glucose and triglycerides are meaningless to compare against fasting ranges otherwise).
5. Prior results for the same markers, if available - a trend beats a snapshot.
6. Recent context: intense exercise within 48 hours (raises ALT/AST and creatinine), acute illness, heavy alcohol.
7. Any symptoms the user is worried about.

Step 2: Screen for urgent flags first

Before explaining anything, scan for values the lab marked as critical, and for symptom red flags. If any are present, lead with the escalation guidance below - do not bury it under education.

Step 3: Organize by panel and explain in plain language

Work panel by panel. For each marker: what it measures, whether the value sits inside the lab's range, and the common non-alarming reasons it moves.

• CBC: hemoglobin (oxygen-carrying capacity; low suggests anemia), hematocrit (percent of blood that is red cells), WBC count (immune activity; high can indicate infection or inflammation), platelets (clotting). A single out-of-range value in isolation rarely means much - trend and clinical context matter.
• CMP: ALT and AST (liver stress, heavy alcohol, or recent intense exercise), ALP (bile ducts and bone), creatinine and BUN (waste clearance), eGFR (estimated kidney filtration), electrolytes (sodium, potassium, chloride, bicarbonate), calcium. Fasting glucose: 70-99 mg/dL is the typical normal band; 100-125 is the pre-diabetic range; note that the lab's own range governs.
• Lipid panel: total cholesterol alone is a poor predictor. LDL is the primary target (under 100 mg/dL is the common optimal reference for most adults, lower for high-risk individuals - the target is a physician decision). HDL under 40 mg/dL is a risk factor. Triglycerides under 150 mg/dL is the normal reference. Suggest asking the doctor about ApoB when cardiovascular risk is the concern.
• Thyroid and hormones: TSH is the standard screen; abnormal values prompt free T4 and T3 follow-up. Testosterone (total and free) is relevant to fatigue, libido, and body-composition symptoms in both sexes. HbA1c reflects roughly 3 months of average glucose. Vitamin D (25-OH): the optimal range is debated; 30-60 ng/mL is a common clinical target.