Why Medications Affect People Differently: The Real Science Behind Drug Side Effects

Why Medications Affect People Differently: The Real Science Behind Drug Side Effects Jan, 21 2026

Pharmacogenomic Risk Checker

Have you ever taken the same medication as someone else and had totally different results? One person feels fine, another ends up in the hospital. It’s not just bad luck. It’s biology. Medications don’t work the same way for everyone-and the reasons why are deeper than most doctors even talk about.

It’s Not Just About the Drug

When you take a pill, your body doesn’t just absorb it and call it a day. It breaks it down, moves it around, and tries to get rid of it. All of that happens differently depending on your genes, your age, your other medications, and even what you ate for breakfast. This is called individual variation in drug side effects. And it’s why some people get dizzy on a low dose of blood pressure medicine while others need three times that amount to feel anything.

The science behind this isn’t new. For decades, researchers have known that up to 95% of how a person responds to a drug can be traced back to their genetics. That’s not a guess. That’s from clinical studies tracking thousands of patients. The biggest players? A group of liver enzymes called the cytochrome P450 family-especially CYP2D6, CYP2C9, and CYP2C19. These enzymes act like molecular scissors, cutting drugs into pieces so your body can process them.

But here’s the catch: some people have scissors that are dull. Others have scissors that are too sharp. About 5-10% of white Americans are "poor metabolizers" of CYP2D6. That means drugs like codeine or tamoxifen just sit in their system, building up to toxic levels. Meanwhile, 1-2% of Europeans and nearly 30% of Ethiopians are "ultra-rapid metabolizers." Their bodies burn through drugs so fast they never reach effective levels. A standard dose of antidepressant might do nothing for them.

Age, Weight, and Other Hidden Factors

Genes aren’t the whole story. Your body changes as you get older. People over 65 have more body fat and less muscle. That means fat-soluble drugs like benzodiazepines or antidepressants stick around longer. One study showed elderly patients store 30-40% more of these drugs than younger adults. That’s why a 5 mg dose of a sleeping pill that works fine for a 30-year-old can leave a 70-year-old confused and stumbling.

And then there’s inflammation. If you’ve got an infection, autoimmune flare-up, or even a bad cold, your liver slows down drug metabolism by 20-50%. That’s not something your doctor checks unless you mention it. So if you’re on warfarin (a blood thinner) and catch the flu, your INR can spike overnight-even if you haven’t changed your dose. That’s how a routine check-up turns into a bleeding emergency.

Drug interactions are another silent killer. Take amiodarone, a heart rhythm drug. It blocks the enzyme that breaks down warfarin. The result? Warfarin levels can jump 100-300%. That’s not a typo. It’s a life-threatening risk. And most patients don’t even know they’re taking something that could interact. Over 10% of hospitalized patients develop side effects because of these hidden clashes.

Elderly man stumbling as drug molecules cling to his fat tissue, contrasted with a young person where drugs dissolve instantly.

Genes Can Make or Break Your Treatment

Some of the clearest examples come from cancer and heart disease. Take clopidogrel, a drug millions take after a heart stent. It’s supposed to prevent clots. But if you’re a poor metabolizer of CYP2C19-which affects 2-15% of people depending on ancestry-the drug doesn’t work at all. You’re left with a stent that could clot, and no idea why. Testing for this variant is simple, cheap, and proven. Yet, fewer than 1 in 5 hospitals routinely do it.

Warfarin is another case. Dosing this drug used to be guesswork. Doctors would start at 5 mg, check INR in a week, adjust, repeat. Some patients needed 1 mg. Others needed 15 mg. Genetic testing for CYP2C9 and VKORC1 variants now explains 30-50% of that variation. In trials, patients who got genotype-guided dosing reached safe levels 27% faster and had 31% fewer major bleeds.

And it’s not just adults. At St. Jude Children’s Research Hospital, testing kids for TPMT gene variants before giving them mercaptopurine (a leukemia drug) cut severe toxicity from 25% to just 12%. That’s not a small win. That’s saving lives.

Doctor viewing a glowing genetic report that shows a fractured patient face, symbolizing metabolic variation and risk.

Why Isn’t Everyone Getting Tested?

You’d think with all this evidence, genetic testing for drug response would be standard. But it’s not. Only 10% of doctors use it regularly. Why?

First, most don’t know how to interpret the results. A report saying "CYP2D6 Poor Metabolizer" means nothing unless you know what drugs it affects and how to adjust. It takes 15-20 hours of training to get good at it. Most physicians don’t have that time.

Second, insurance won’t pay for it. As of 2023, only 18% of U.S. insurers cover pharmacogenomic testing. Medicare started covering 17 high-risk drugs in January 2024, but that’s just a start.

Third, the system isn’t built for it. Electronic health records rarely flag a patient’s genetic profile. A doctor prescribing a drug might never see the warning. Even when labs run the test, the results sit in a file, unread.

And then there’s the myth that one gene tells the whole story. It doesn’t. CYP enzymes explain only 15-19% of side effects. Hundreds of other genes play roles too. That’s why some people still react badly even with perfect genetic profiles. The future isn’t single-gene tests. It’s polygenic risk scores-combining dozens or hundreds of variants to predict response. Early data shows they’re 40-60% more accurate than old methods.

What This Means for You

If you’ve ever had a bad reaction to a drug-or if a medication just didn’t work for you-don’t assume you’re "an outlier." You’re normal. Your body is just different.

Here’s what you can do:

  • If you’re on multiple medications, especially blood thinners, antidepressants, or painkillers, ask your doctor: "Could my genes affect how I respond?"
  • Keep a list of every drug you’ve taken and how you reacted. Did you get nauseous? Dizzy? Did it not work at all? That’s valuable data.
  • Ask if your pharmacy offers pharmacogenomic testing. Some chain pharmacies now offer $250 panels that cover 10-15 key drugs.
  • If you’re scheduled for surgery or starting chemotherapy, push for testing. The benefits are strongest in high-risk situations.

The cost of not testing is high. A 2022 Mayo Clinic study found patients who got genetic testing had 32% fewer ER visits and 26% shorter hospital stays. That’s not just about comfort. It’s about survival.

And the future is moving fast. The FDA now requires pharmacogenomic data for new drugs targeting specific genetic groups. The European Union just mandated it for all clinical trials. In oncology, 65% of hospitals use it routinely. In primary care? Only 18%. But that gap is closing.

Medications aren’t one-size-fits-all. They never were. The science just caught up.

Why do some people get side effects from a drug while others don’t?

It’s mostly due to genetic differences in how the body processes drugs. Variations in liver enzymes like CYP2D6 and CYP2C19 can make someone a poor or ultra-rapid metabolizer, causing drugs to build up or break down too fast. Age, other medications, inflammation, and even body fat percentage also play major roles. It’s not random-it’s biology.

Is pharmacogenomic testing worth it?

For people on multiple medications, especially blood thinners, antidepressants, or cancer drugs, yes. Testing can prevent dangerous side effects and avoid wasted prescriptions. For example, warfarin dosing guided by genetics reduces bleeding risk by 31%. In asthma, genetic testing can save hundreds of dollars a month by avoiding ineffective drugs. The test costs around $250 now-far less than an ER visit.

What drugs are most affected by genetics?

The top ones include warfarin (blood thinner), clopidogrel (antiplatelet), statins (cholesterol), SSRIs like fluoxetine and sertraline, codeine and tramadol (painkillers), and certain cancer drugs like tamoxifen and mercaptopurine. The FDA has pharmacogenomic guidance for 44 medications, and over 300 drugs include this info in their labels.

Can I get tested without a doctor’s order?

Some direct-to-consumer labs offer pharmacogenomic panels, but results may not be clinically validated or interpreted correctly. For reliable, actionable results, work with a doctor or pharmacist who can connect your results to your medications. A genetic test without clinical context can do more harm than good.

Will my insurance cover pharmacogenomic testing?

Coverage is improving but still limited. As of 2024, Medicare covers testing for 17 high-risk medications like warfarin, clopidogrel, and certain antidepressants. Private insurers vary widely-only 18% offer full coverage. If you’re on a high-risk drug, ask your pharmacist to check your plan’s policy. Some hospitals offer free testing as part of research programs.

How long does it take to get results?

Standard lab tests take 7-14 days. But new point-of-care tests, like the FDA-approved CYP2C19 test, give results in under 60 minutes. These are being used in emergency rooms and cardiac cath labs to guide immediate treatment decisions.