Precision Oncology: Why the Test Comes Before the Drug
For a century cancer was named by its organ — breast, lung, colon — and treated with poison that hit every dividing cell. Modern oncology asks a different question first: not WHERE is the tumour, but WHAT is broken inside it. A molecular test reads the tumour's wiring, and only then is the drug chosen. The report's tiny checkboxes — HER2, EGFR, RAS, BRCA, PD-L1 — now write the prescription. Learn to read them and you understand why two patients with the "same" cancer walk out with two different plans.
Two women sit in the same waiting room, both told the same three words: "invasive breast cancer." Same lump size, same age, almost the same scan. But the pathology reports differ in a few small boxes. The first is ER-positive, HER2-negative: her oncologist reaches for a hormone pill she will swallow every morning for years — no chemotherapy at all. The second is triple-negative — ER, PR and HER2 all negative: her plan is aggressive chemotherapy plus immunotherapy. Their tumours look identical under the surgeon's hands. Yet the molecular checkboxes, not the lump itself, wrote two completely different prescriptions. That is precision oncology in a single waiting room.
From organ to molecule: the shift
Classical chemotherapy is a carpet bomb. It targets any rapidly dividing cell, which is why it wounds hair, gut and marrow alongside the tumour. Targeted therapy is a guided missile: it aims at a specific molecular defect that the cancer depends on — a mutated protein, an amplified gene, a receptor the tumour cannot live without. But a guided missile is useless without coordinates. The coordinates come from a biomarker (Biomarker): a measurable molecular feature of the tumour. When a test for that biomarker is legally and clinically required before a specific drug is given, it is called a companion diagnostic (Companion diagnostic). No marker, no target, no reason to fire.
The whole discipline reduces to one sentence you can carry into any exam: the test comes before the drug. A targeted agent given without confirming its biomarker is, at best, a coin flip — and at worst pure toxicity with no chance of benefit. This is why "tissue-agnostic" approvals now exist: a few drugs are approved for the MARKER wherever it appears, regardless of which organ the cancer started in.
Amplified receptors: HER2 and trastuzumab
Some tumours make far too many copies of a growth-signal receptor. In roughly 15–20% of breast cancers the HER2 gene is amplified, flooding the cell surface with HER2 receptors that scream "divide" without stopping. That excess is both the tumour's engine and its Achilles' heel. Trastuzumab, a monoclonal antibody against HER2, only helps when the receptor is overexpressed — so pathology must confirm HER2 positivity (by immunohistochemistry, and FISH for equivocal cases) before the drug is worth giving. The same HER2 test now guides therapy in HER2-positive gastric cancer too: the marker travels between organs.
A HER2-positive breast tumour that would once have been treated with chemotherapy alone now receives chemotherapy plus trastuzumab (often with pertuzumab), and outcomes improve dramatically. Give the very same trastuzumab to a HER2-negative tumour and you get the side effects — including cardiotoxicity — with essentially none of the benefit. The checkbox is the difference between a landmark drug and a pointless risk.
Driver mutations: the lung and melanoma kinases
In many cancers, a single mutated kinase is the "driver" — the one broken switch that keeps the growth pathway jammed on. Block that switch and the tumour can collapse. In non-small-cell lung cancer, testing routinely looks for an EGFR mutation, an ALK rearrangement, and a ROS1 rearrangement; each unlocks its matching kinase inhibitor — osimertinib for EGFR, and ALK/ROS1 inhibitors such as crizotinib or alectinib for the fusions. A BRAF V600E mutation is the classic driver in melanoma (and some lung cancers), treated with a BRAF inhibitor plus a MEK inhibitor. The pattern never changes: find the driver, match the inhibitor.
- A biomarker is a measurable molecular feature; a companion diagnostic is the test legally tied to a drug.
- HER2 amplification → trastuzumab (breast and gastric).
- EGFR / ALK / ROS1 / BRAF driver mutations → the matching kinase inhibitor (lung, melanoma).
- Targeted therapy needs coordinates: no confirmed marker means no expected benefit.
- The same marker can cross organs (HER2 in breast and stomach; BRAF in melanoma and lung).
A marker that says "don't": RAS in colorectal cancer
Some biomarkers unlock a drug; others lock it away. Anti-EGFR antibodies such as cetuximab and panitumumab block the EGFR receptor at the top of a signalling chain in colorectal cancer. But if the gene DOWNSTREAM of that receptor — KRAS or NRAS, collectively RAS — is itself mutated, the pathway is switched on from below the blockade. Blocking the receptor changes nothing, because the signal now starts past the door you just locked. So anti-EGFR antibodies work only when RAS is wild-type (not mutated). Testing RAS status is mandatory before prescribing; a RAS mutation is a firm reason NOT to give these drugs.
Synthetic lethality: BRCA and PARP inhibitors
The elegant idea here is called synthetic lethality: two repair systems that a cell can survive losing one of — but not both. A cell with a BRCA1 or BRCA2 mutation has already lost one major DNA-repair pathway (homologous recombination). PARP inhibitors block a second repair route the cell was leaning on. Knock out both and the cancer cell's DNA damage becomes unfixable — it dies, while normal cells (with intact BRCA) shrug the drug off. This is why olaparib and other PARP inhibitors are matched to BRCA-mutant ovarian, breast and prostate cancers. The mutation that helped cause the cancer becomes the exact reason a drug can kill it.
Return to the first woman in the waiting room. Her tumour cells carry hormone receptors — the estrogen receptor (ER) and progesterone receptor (PR) — meaning estrogen fuels their growth. That makes endocrine therapy possible: tamoxifen blocks the receptor, and aromatase inhibitors (like anastrozole) starve the tumour of estrogen. Roughly two-thirds of breast cancers are hormone-receptor-positive, which is why ER/PR status is one of the first boxes checked on every breast pathology report.
When the marker beats the organ: immunotherapy
Immune checkpoint inhibitors release the brakes on the patient's own T-cells so they can attack the tumour. But they help most when the tumour is "visible" to the immune system, and three biomarkers predict that. PD-L1 expression tells you the tumour is using the PD-1/PD-L1 brake — the very brake these drugs cut. A high tumour mutational burden (TMB) means many mutations, so many abnormal proteins for T-cells to recognize. And microsatellite instability (MSI-high) — the fingerprint of a broken mismatch-repair system (dMMR) — produces exactly that flood of mutations. Pembrolizumab is approved tissue-agnostically for MSI-high / dMMR tumours: here the marker, not the organ, decides the drug.
Two words students swap: predictive vs prognostic
This distinction is a favourite exam trap. A predictive biomarker predicts whether a specific TREATMENT will work — it guides drug choice (HER2, EGFR, RAS, BRCA, PD-L1 are all predictive). A prognostic biomarker predicts the likely OUTCOME of the disease regardless of treatment — it tells you how aggressive the cancer is, not which drug to reach for. Some markers are both, but the question you must always ask is: does this marker change WHAT I prescribe (predictive), or only how worried I am about the course (prognostic)? Confusing the two leads to giving — or withholding — the wrong drug.
The tumour no longer needs to be cut out to be read. Traditionally a biomarker meant a biopsy — a piece of tissue under a microscope. But dying tumour cells shed fragments of DNA into the bloodstream, and a liquid biopsy (Liquid biopsy) sequences this circulating tumour DNA (ctDNA) from a simple blood draw. It can find a targetable mutation when tissue is scarce, track whether a treatment is working, and catch a resistance mutation emerging before a scan would. It is an emerging complement to tissue testing, not yet a full replacement — but it hints at a future where the whole molecular profile is read from a tube of blood.
Markers that predict harm: pharmacogenomics
Not every biomarker chooses a drug — some warn you about TOXICITY before you dose. These are pharmacogenomic markers, usually inherited variants in the enzymes that clear a drug. Test them and you can avoid a catastrophe. A DPD deficiency (DPYD variant) cripples the enzyme that breaks down fluoropyrimidines like 5-FU and capecitabine, risking lethal toxicity. A UGT1A1 variant slows clearance of irinotecan, raising the risk of severe diarrhoea and neutropenia. And a TPMT (or NUDT15) deficiency means thiopurines like azathioprine and 6-mercaptopurine accumulate to dangerous levels. Same logic as the whole chapter — test first — but here the test protects the patient from the drug rather than pointing to it.
- RAS wild-type is REQUIRED for anti-EGFR antibodies (cetuximab) in colorectal cancer.
- BRCA1/2 mutation → PARP inhibitors via synthetic lethality (ovarian, breast, prostate).
- ER/PR positivity → endocrine therapy (tamoxifen, aromatase inhibitors).
- PD-L1 / high TMB / MSI-high (dMMR) → checkpoint inhibitors; MSI-high is tissue-agnostic.
- Predictive = guides drug choice; prognostic = predicts outcome regardless of treatment.
- Pharmacogenomic markers predict toxicity: DPD→5-FU, UGT1A1→irinotecan, TPMT→thiopurines.
- Prescribing a targeted drug without its companion test. No confirmed marker means no expected benefit — only the toxicity and cost remain.
- Confusing predictive with prognostic. A prognostic marker tells you the outlook; it does not, by itself, choose the drug.
- Giving anti-EGFR antibodies (cetuximab) in RAS-mutant colorectal cancer. The downstream mutation makes blocking the receptor useless.
- Treating cancer by organ alone. Two breast cancers can need opposite plans; a colon and a lung tumour can share one MSI-high drug.
A colorectal tumour tests positive for a KRAS mutation. Which agent is now INAPPROPRIATE?
- Modern cancer drugs are matched to a tumour's molecular profile, so the biomarker test comes before the drug.
- Predictive markers unlock (HER2→trastuzumab; EGFR/ALK/ROS1/BRAF→kinase inhibitors; BRCA→PARP; ER/PR→endocrine) or lock out (RAS-mutant blocks anti-EGFR).
- PD-L1 / TMB / MSI-high guide checkpoint inhibitors — MSI-high is a tissue-agnostic indication.
- Distinguish predictive from prognostic; ctDNA liquid biopsy is emerging; DPD/UGT1A1/TPMT predict toxicity, not efficacy.
- DeVita VT, Lawrence TS, Rosenberg SA. DeVita, Hellman & Rosenberg's Cancer: Principles & Practice of Oncology — Biomarkers, targeted therapy & precision medicine.
- NCCN Clinical Practice Guidelines in Oncology — Non-Small Cell Lung Cancer, Breast Cancer & Colon Cancer (biomarker testing).
- The New England Journal of Medicine — Reviews on companion diagnostics, tissue-agnostic approvals & liquid biopsy (ctDNA).
- Katzung BG. Basic & Clinical Pharmacology — Cancer chemotherapy: targeted agents & pharmacogenomics.
- Clinical Pharmacogenetics Implementation Consortium (CPIC) Guidelines — DPYD/fluoropyrimidines, UGT1A1/irinotecan & TPMT/thiopurines.

