Me about each of the Common personalized medicine tests (), some of the differences between them, and how we should...

July 18, 2026Navis AI

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For informational purposes only

This answer was generated by AI grounded in NCCN guidelines and published medical literature. It is not medical advice. Always consult your oncologist or care team before making treatment decisions.

Sources & medical oversight

  • Developed under the medical oversight of OpenCancer’s physician-scientist team (Chris Apfel, MD/PhD/MBA, CMO · Kaumudi Bhawe, PhD, CSO).
  • Last updated July 18, 2026. Informational only — not a substitute for your oncology team.

Question asked:

Can you tell me about each of the Common personalized medicine tests (), some of the differences between them, and how we should use or ask for each as part of our overall treatment plan?: Tumor genetic sequencing Biomarker testing Gene expression profiling Liquid biopsy

TL;DR:

Different genetic tests look at cancer cells in different ways to find what treatments might work best—some examine the tumor directly, some look at blood, and some measure how active certain genes are. Your doctor should recommend which tests fit your specific cancer type and stage.

KEY POINTS:

  • Tumor genetic sequencing reads the cancer cell's DNA to find mutations that targeted drugs can attack
  • Biomarker testing identifies specific proteins or genetic changes that predict which treatments will work
  • Gene expression profiling measures which genes are "turned on" in your cancer to predict behavior and best treatment
  • Liquid biopsy is a blood test that catches cancer DNA floating in your bloodstream—useful for monitoring and early detection
  • Each test answers different questions, and you may need more than one to get a complete picture

NEXT STEP:

Ask your oncologist: "Which of these genetic tests do you recommend for my cancer type, and what specific information will each one tell us about my treatment options?"


[[FULL_ANSWER]]

Understanding Personalized Medicine Tests

Personalized medicine (also called precision oncology) means tailoring your cancer treatment based on the unique genetic characteristics of YOUR tumor. These four tests are the main tools doctors use to understand your cancer's DNA and biology. Here's what each one does, how they differ, and when to ask for them.


1. TUMOR GENETIC SEQUENCING (Also Called "Genomic Sequencing" or "Whole Exome Sequencing")

What it is: This test reads the actual DNA code inside your cancer cells. It's like getting a complete instruction manual of all the mutations (genetic changes) that make your cancer cells different from normal cells. The lab sequences (reads) the genes in your tumor tissue and identifies mutations that might be targetable with specific drugs.

What it looks for:

  • Specific mutations (like BRAF, EGFR, ALK, KRAS, TP53) that have FDA-approved targeted drugs
  • Tumor mutational burden (TMB) — how many mutations your cancer has (high TMB may predict immunotherapy response)
  • Microsatellite instability (MSI) — a pattern suggesting your cancer has DNA repair problems (important for immunotherapy eligibility)
  • Copy number variations — whether your cancer has extra or missing pieces of chromosomes

How it's done: A pathologist takes a sample of your tumor tissue (from biopsy or surgery) and sends it to a lab that sequences the DNA. Results typically come back in 1-2 weeks.

Key advantage: This is the most comprehensive look at your tumor's genetic mutations. It can uncover rare mutations that have specific targeted treatments.

When to ask for it:

  • At initial diagnosis (especially for solid tumors like lung, breast, colorectal, melanoma)
  • If standard treatments aren't working
  • If your cancer type has known targetable mutations
  • Before starting immunotherapy (to check TMB and MSI status)

2. BIOMARKER TESTING

What it is: Biomarkers are specific genetic changes or proteins in your cancer that predict how your cancer will behave and which treatments will work. Think of biomarkers as "flags" that tell doctors important information. Biomarker testing is often MORE FOCUSED than full sequencing—it looks for specific, known markers rather than reading your entire genome.

Common biomarkers by cancer type:

Breast Cancer:

  • ER/PR status (estrogen and progesterone receptors) — determines if hormone therapy will work
  • HER2 status — determines if HER2-targeted drugs (like trastuzumab/Herceptin) will work
  • BRCA1/BRCA2 mutations — determines if PARP inhibitors might help

Lung Cancer:

  • EGFR mutations — predicts response to EGFR inhibitors
  • ALK rearrangement — predicts response to ALK inhibitors
  • PD-L1 expression — predicts immunotherapy response

Colorectal Cancer:

  • KRAS mutations — affects which targeted therapies might work
  • BRAF mutations — affects treatment options
  • MSI/dMMR status — predicts immunotherapy response

Melanoma:

  • BRAF V600E mutation — determines if BRAF inhibitors will work
  • NRAS mutations — affects treatment selection

How it's done: Can be done on tumor tissue (like sequencing) OR sometimes on blood. Tests are often faster and cheaper than full sequencing because they only look for specific markers.

Key advantage: Faster and more cost-effective than full sequencing. Directly answers: "Will this specific drug work for my cancer?"

When to ask for it:

  • At diagnosis (standard for most cancer types)
  • Before starting any targeted therapy
  • If your cancer type has well-known biomarkers that guide treatment

3. GENE EXPRESSION PROFILING

What it is: Instead of looking at mutations (changes in DNA), this test measures which genes are "turned on" or "turned off" in your cancer cells. It's like measuring the activity level of genes rather than reading the instruction manual. This tells doctors about your cancer's behavior and aggressiveness.

How it works: The lab measures the amount of RNA (the messenger that carries genetic instructions) produced by different genes in your tumor. High RNA levels mean that gene is very active; low levels mean it's quiet.

Common examples:

Breast Cancer:

  • Oncotype DX — measures 21 genes to predict recurrence risk and whether chemotherapy will help (especially for early-stage, hormone-receptor-positive breast cancer)
  • MammaPrint — measures 70 genes to classify breast cancer as low or high risk
  • Prosigna — measures 50 genes to predict prognosis

Prostate Cancer:

  • Decipher — measures gene expression to predict aggressive behavior and metastasis risk

Colorectal Cancer:

  • ColoPrint — predicts recurrence risk in early-stage disease

Key advantage: Predicts how aggressive your cancer is and whether you'll benefit from certain treatments (especially chemotherapy). Helps avoid unnecessary treatment in low-risk patients.

When to ask for it:

  • For early-stage cancers to determine if you need chemotherapy
  • To predict recurrence risk
  • To guide intensity of treatment
  • Especially common in breast cancer decision-making

4. LIQUID BIOPSY (Also Called "Circulating Tumor DNA" or "ctDNA Testing")

What it is: A blood test that detects cancer DNA floating in your bloodstream. Cancer cells naturally shed DNA into the blood, and this test catches and analyzes it. It's non-invasive (just a blood draw) and can be repeated easily.

What it can do:

  • Detect cancer early — before symptoms or imaging shows disease
  • Monitor treatment response — dropping ctDNA levels suggest treatment is working
  • Detect recurrence early — rising ctDNA can signal cancer coming back before imaging shows it
  • Identify mutations — similar to tumor sequencing, but from blood instead of tissue
  • Assess treatment resistance — new mutations appearing in ctDNA may explain why treatment stopped working

Common liquid biopsy tests:

  • Guardant360 — comprehensive mutation detection from blood
  • FoundationOne Liquid — detects mutations and TMB from blood
  • Signatera — personalized test that tracks your specific cancer mutations over time
  • Various cancer-specific tests — for specific cancer types

How it's done: Simple blood draw. Results typically come back in 1-2 weeks.

Key advantages:

  • Non-invasive (no biopsy needed)
  • Can be repeated easily to monitor over time
  • Detects disease earlier than imaging in some cases
  • Helps catch resistance before it becomes a clinical problem

When to ask for it:

  • During treatment to monitor response
  • After treatment to watch for recurrence
  • If you can't have a tissue biopsy
  • For early detection in high-risk patients (emerging use)
  • When your cancer stops responding to treatment

HOW THESE TESTS DIFFER: QUICK COMPARISON

| Test | What It Reads | Sample Type | Speed | Cost | Best For | |---|---|---|---|---|---| | Tumor Sequencing | All DNA mutations in tumor | Tumor tissue | 1-2 weeks | $$$$ | Finding all targetable mutations | | Biomarker Testing | Specific known mutations/proteins | Tumor tissue or blood | Days-1 week | $-$$ | Quick answers about specific drugs | | Gene Expression | Which genes are active | Tumor tissue | 1-2 weeks | $$$ | Predicting behavior & chemo benefit | | Liquid Biopsy | Cancer DNA in blood | Blood only | 1-2 weeks | $$$ | Monitoring & early detection |


HOW TO USE THESE TESTS IN YOUR TREATMENT PLAN

At Diagnosis: According to NCCN Guidelines (National Comprehensive Cancer Network), most cancer patients should have:

  1. Biomarker testing for known, actionable mutations in your cancer type (standard)
  2. Tumor genetic sequencing if biomarker testing is negative OR if your cancer type has multiple possible mutations (increasingly standard)

During Treatment:

  • Liquid biopsy can monitor whether your cancer is responding (ctDNA should drop if treatment is working)
  • Repeat biomarker testing if your cancer stops responding (new mutations may have emerged)

If Treatment Stops Working:

  • Repeat tumor sequencing or liquid biopsy to identify new mutations causing resistance
  • This may reveal new treatment options

For Early-Stage Cancers:

  • Gene expression profiling helps decide if you need chemotherapy (especially breast cancer)
  • Avoids unnecessary treatment in low-risk patients

QUESTIONS TO ASK YOUR ONCOLOGIST

  1. "Which genetic tests do you recommend for my specific cancer type and stage?"
  2. "Which of these tests will directly affect my treatment decisions?"
  3. "Will insurance cover these tests, or will I need to pay out of pocket?"
  4. "How long will results take, and how will we use them to plan my treatment?"
  5. "Should I have liquid biopsy testing during treatment to monitor my response?"
  6. "If my cancer stops responding to treatment, what tests will you order to find out why?"

IMPORTANT CONTEXT: INSURANCE & ACCESS

Not all tests are covered by insurance for all cancer types. Some insurance companies require that you try standard treatment first before approving genetic testing. Your oncologist's office usually handles insurance authorization, but it's worth asking about coverage upfront.

According to the American Cancer Society, genetic testing should be part of standard cancer care, but access varies. If cost is a barrier, ask your doctor about:

  • Patient assistance programs from testing companies
  • Clinical trials that include free testing
  • Foundation programs that help pay for testing

THE BOTTOM LINE

These four tests answer different questions about your cancer:

  • Tumor sequencing = "What mutations does my cancer have?"
  • Biomarker testing = "Will this specific drug work?"
  • Gene expression = "How aggressive is my cancer, and do I need chemo?"
  • Liquid biopsy = "Is my treatment working, and is my cancer coming back?"

You may need one, some, or all of these depending on your cancer type, stage, and treatment plan. The key is asking your oncologist which tests make sense for YOUR specific situation and how the results will change your treatment decisions.


This information is for educational purposes only. Always consult your healthcare team for personalized medical advice and decisions.

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