February 9, 2026 · 5 min read

Why your lab results might be wrong (and how a good letter can fix it)

You have probably seen it: a lab result that does not match the patient’s symptoms. The creatinine is high, but the patient looks fine. The TSH is normal, but the patient is tired and cold. You repeat the test, and the numbers change. Frustrating, right? Most of the time the problem is not the machine or the technician. It is the gap between what you know about the patient and what the lab knows.

Lab tests are not magic. They are measurements that depend on timing, diet, medications, sample handling, and clinical context. When you send a blood tube with only a name and a test code, you leave the lab guessing. They do not know if the patient just ate a big meal, if they took biotin supplements, or if they have a rare hemoglobin variant that throws off a hemoglobin A1c assay. That is why many laboratories have started asking clinicians to send a short note with special instructions. A good way to do that is through a structured letter system like maxclinic letters, which helps you communicate exactly what the lab needs to know.

Errors happen before the sample ever reaches the analyzer. Pre-analytical errors account for up to 70 percent of lab mistakes. Some of these are simple to fix with better communication. Instead of a vague order like “check kidney function,” a letter can say “Patient started a new ACE inhibitor yesterday, please check baseline creatinine and potassium.” The lab can then decide if the test needs urgent processing or if it can wait. These small clarifications save time, money, and confusion.

What the lab can see that you cannot

Lab scientists are trained to spot artifacts. A sample that looks hemolyzed, a tube that was filled too little, a specimen that sat too long before spinning. But without clinical information, they often have to guess whether a test is truly abnormal or just a collection problem. A letter explaining the patient’s condition gives them context. For example, a mildly elevated potassium might be real in a patient with renal failure, but it could be pseudohyperkalemia from a fist-clenching draw. The lab can flag it and ask for a redraw if the letter mentions the patient is on dialysis.

When numbers do not tell the whole story

Lab reference ranges are population averages. They do not account for individual variation. A patient with a baseline hemoglobin of 10 g/dL who drops to 9 might be bleeding. Another patient with the same number might be stable. A letter that includes prior values or clinical signs helps the lab interpret the result. Many labs now use interpretive comments, but they rely on the clinician supplying the missing pieces. That is where a brief, structured letter becomes invaluable.

  • Include the reason for the test.
  • Note any drugs or supplements that could interfere.
  • State if the patient has a known condition that changes the normal range.

How to write a lab letter that works

Keep it short. The technologist reading it does not need a full history. They need the specific factors that affect the test. Write in plain sentences. “Patient takes 5000 IU biotin daily. Do not run vitamin D or TSH until 72 hours after stopping.” That is better than “Patient is on high-dose biotin supplementation which may interfere with certain immunoassays.” Be direct. Use bullet points if the lab accepts them. Some labs even have templates that you can print and attach to the tube.

What about electronic orders and EMRs?

Electronic health records are great for billing and for storing information, but they often fail to pass the right context to the lab. Drop-down menus do not let you write free text. Requisitions are printed automatically with no room for comments. The result is a system designed for efficiency that loses the human element. A handwritten or typed letter attached to the sample fills that gap. It also works across different health systems when the patient’s record is not shared.

Real examples where a letter saved the day

I once had a patient with an undetectable TSH. The lab was about to call it a laboratory error. I had sent a quick note: “Patient is on thyroid hormone replacement for hypothyroidism, but also takes lithium. Please check for interference.” The lab discovered that the assay was being fooled by heterophilic antibodies. They reran it after a blocking agent and got a reasonable result. Without the letter, the result would have been suppressed and the patient would have been misdiagnosed with hyperthyroidism.

Another time, a routine coagulation panel showed a prolonged PT. The lab called me, worried. I had attached a letter saying the patient was on warfarin for atrial fibrillation. The lab released the result with a note that it was therapeutic. No phone tag, no panic. Just clear communication.

  • A letter can prevent inappropriate repeats.
  • A letter can alert the lab to time-sensitive tests (e.g., ammonia must be placed on ice and processed quickly).
  • A letter can explain why a test was ordered in the first place, which helps the lab prioritize.

Giving the lab the chance to help you

Laboratories are understaffed and overworked. They appreciate any information that helps them do their job right. A letter is a sign of respect. It says you value their expertise and you understand that a result is only as good as the sample it came from. When you use a service like the one at maxclinic letters, you are not just sending a note. You are building a bridge between your clinical reasoning and the lab’s technical skills. That is how you get reliable numbers and avoid chasing ghosts.

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