Drivers versus passengers
Of the thousands of mutations in a tumour, only a handful drive it: a stuck accelerator (oncogene, one hit) or cut brakes (tumour suppressor, both copies). The rest are passengers, though they make the tumour visible to the immune system.
Diagram
Pick a product above a diagram to see the nodes it hits and the escape routes below the block. Hover or tap any node or arrow for what it is; every node opens its target, glossary entry or the pathway page. Violet boxes are druggable targets.
A car with a stuck accelerator (oncogene: one fault is enough) and cut brake lines (tumour suppressor: both lines must fail because they are duplicated). The scratches on the paintwork (passengers) did not cause the crash but they tell you what road it drove on.
What happens
In plain words, then the glossary entries the stage rests on. Chapter 2, How a cell becomes cancer: Cancer is evolution inside a body.
Of the thousands of mutations in a tumour, only a handful drive it: a stuck accelerator (oncogene, one hit) or cut brakes (tumour suppressor, both copies). The rest are passengers, though they make the tumour visible to the immune system.
Drivers, passengers & the two-hit model. Of the thousands of mutations in a tumour, only a handful (typically 2-8) actually drive it. Drivers either jam an accelerator on (oncogenes, one hit is enough) or remove a brake (tumour suppressors, both copies must go). Everything else is a passenger along for the ride.
The molecular players
The proteins and genes at this stage, with their role and how many products act on each. Listed players come from the atlas; drawn players sit as nodes in the diagrams above.
A growth receptor that is mutated in some lung cancers and overproduced in others; the first great success of targeted pills.
A growth-signal receptor. Some cancers make far too much of it, and drugs that block it or use it as a docking site have transformed those cancers.
KRAS is the most commonly mutated cancer gene, called 'undruggable' for 40 years until 2021.
BRAF is a signalling kinase mutated in half of melanomas; blocking it with two drugs at once became a template for targeted therapy.
The fusion that defines chronic myeloid leukaemia and a quarter of adult acute lymphoblastic leukaemia; the first cancer driver ever switched off by a pill.
TP53 is the 'guardian of the genome', broken in half of all cancers. Fixing it directly has so far defeated every attempt, so drugs exploit what its loss makes cancers depend on.
Where medicines act
Products grouped by the node they hit, most advanced first, with the cancers an approved product is linked to. Pick one above the diagram to see it light up.
- OsimertinibApprovedNon-small-cell lung cancerEGFR-mutated non-small-cell lung cancerResectable stage I to III non-small-cell lung cancer
- AfatinibApprovedNon-small-cell lung cancerEGFR-mutated non-small-cell lung cancerHER2-mutant non-small-cell lung cancer
- AmivantamabApprovedNon-small-cell lung cancerEGFR-mutated non-small-cell lung cancerMET exon 14 and MET-amplified non-small-cell lung cancer
- AumolertinibApprovedNon-small-cell lung cancer
- CetuximabApprovedColorectal cancerHead and neck squamous cell carcinomaRecurrent or metastatic head and neck squamous cell carcinoma
- Cetuximab sarotalocanApprovedHead and neck squamous cell carcinoma
- cobas EGFR Mutation Test v2ApprovedNon-small-cell lung cancer
- DacomitinibApprovedNon-small-cell lung cancer
- +42 more at EGFR →
- Disitamab vedotinApprovedGastric & gastro-oesophageal junction cancerBladder & urothelial cancer
- HER2 IHC and ISH companion assays (HercepTest, PATHWAY 4B5, HER2 Dual ISH)ApprovedHER2-positive breast cancerHR-positive / HER2-negative breast cancerGastric & gastro-oesophageal junction cancer
- InetetamabApprovedHER2-positive breast cancer
- MargetuximabApprovedHER2-positive breast cancer
- PertuzumabApprovedHER2-positive breast cancerEarly HER2-positive breast cancer
- SevabertinibApprovedNon-small-cell lung cancerHER2-mutant non-small-cell lung cancer
- TrastuzumabApprovedHER2-positive breast cancerGastric & gastro-oesophageal junction cancerHER2-positive gastric cancer
- Trastuzumab biosimilarsApprovedHER2-positive breast cancerGastric & gastro-oesophageal junction cancer
- +29 more at HER2 →
- SotorasibApprovedNon-small-cell lung cancerColorectal cancerKRAS G12C-mutant colorectal cancer
- AdagrasibApprovedNon-small-cell lung cancerColorectal cancerPancreatic ductal adenocarcinoma
- Avutometinib + defactinibApprovedOvarian cancerLow-grade serous ovarian cancer
- DaraxonrasibApprovedPancreatic ductal adenocarcinomaMetastatic pancreatic ductal adenocarcinomaKRAS G12C-mutant pancreatic ductal adenocarcinoma
- FulzerasibApprovedNon-small-cell lung cancer
- GarsorasibApprovedNon-small-cell lung cancerKRAS G12C-mutant non-small-cell lung cancer
- GlecirasibApprovedNon-small-cell lung cancerKRAS G12C-mutant non-small-cell lung cancer
- Resolution ctDx FIRSTApprovedNon-small-cell lung cancer
- +13 more at KRAS →
- BinimetinibApprovedMelanomaNon-small-cell lung cancerBRAF V600E-mutant non-small-cell lung cancer
- CobimetinibApprovedMelanomaBRAF V600-mutant melanomaAdvanced melanoma (unresectable stage III and stage IV)
- DabrafenibApprovedMelanomaNon-small-cell lung cancerThyroid cancer
- Dabrafenib + trametinibApprovedNon-small-cell lung cancerMelanomaThyroid cancer
- DonafenibApprovedHepatocellular carcinomaThyroid cancer
- SorafenibApprovedHepatocellular carcinomaAdvanced hepatocellular carcinoma (BCLC C)Renal cell carcinoma
- TovorafenibApprovedGlioma & glioblastomaPaediatric low-grade glioma
- VemurafenibApprovedMelanomaBRAF V600-mutant melanomaAdvanced melanoma (unresectable stage III and stage IV)
- +1 more at BRAF →
- AsciminibApprovedAcute lymphoblastic leukaemiaChronic myeloid leukaemia, chronic phase
- BosutinibApprovedChronic myeloid leukaemia (CML)Chronic myeloid leukaemia, chronic phase
- DasatinibApprovedAcute lymphoblastic leukaemiaPhiladelphia chromosome-positive acute lymphoblastic leukaemia in children (Ph-positive ALL)Philadelphia chromosome-like acute lymphoblastic leukaemia (Ph-like or BCR::ABL1-like ALL)
- FlumatinibApprovedChronic myeloid leukaemia (CML)
- NilotinibApprovedChronic myeloid leukaemia (CML)Chronic myeloid leukaemia, chronic phase
- OlverembatinibApprovedChronic myeloid leukaemia (CML)Acute lymphoblastic leukaemiaChronic myeloid leukaemia, accelerated and blast phase
- Omacetaxine mepesuccinateApprovedChronic myeloid leukaemia (CML)
- PonatinibApprovedAcute lymphoblastic leukaemiaChronic myeloid leukaemia, accelerated and blast phase
- SelinexorApprovedEndometrial cancerMultiple myelomaDiffuse large B-cell lymphoma
- KRT-232Phase 2
- EprenetapoptNegative
How tumours escape
Records tied to this stage that describe resistance, evasion or tolerance. The resistance atlas lists the routes class by class.
- early clinicalindustryAdd the second drug on day one when the escape route is predictable
If most tumours escape a drug by the same back-up route, blocking that route from the start may prevent resistance rather than chase it.
- early clinicalresearchTest intermittent dosing of targeted drugs to delay resistance, with honest priors
Giving a targeted drug in pulses rather than continuously might slow the emergence of resistant cells and reduce side effects. Early results are mixed, so this needs careful trials with clear rules for when to try it.
- preclinical evidenceAttack extrachromosomal DNA, the engine of oncogene amplification
Aggressive glioblastomas, sarcomas and gastric cancers keep amplified cancer genes such as EGFR, MYC, MDM2 and CDK4 on free-floating DNA circles (ecDNA) whose copy number rises and falls quickly, letting the tumour dial resistance up and down. Cells carrying ecDNA depend on CHK1, giving a first drug target.
- preclinical evidenceresearchDesign drug pairs where resisting one makes you vulnerable to the other
Choose two treatments so that whatever the tumour does to escape the first, it becomes easier to kill with the second. The immune system is a good candidate partner.
- preclinical evidenceKill drug-tolerant persisters through ferroptosis
The cells that survive targeted therapy change shape and become unusually dependent on an antioxidant enzyme, GPX4. Hitting them in that window might stop resistance before it evolves.
- preclinical evidenceresearchLook for the resistant sub-population before the first dose
Resistance mutations often exist in a tiny fraction of cells before treatment starts. Error-corrected sequencing that detects variants below 0.01 percent allele fraction could find them at diagnosis and prompt a mechanism-matched combination from day one.
- speculativeclinicAdd a drug when the blood test turns, without stopping the one that works
When a resistance mutation first appears in the blood, the current drug is often still controlling most of the tumour. Adding a second drug rather than swapping may keep both under control.
- speculativeclinicctDNA-guided dose holidays for lung cancer targeted therapy
Use tumour DNA in the blood as the signal to pause and restart a lung cancer pill, keeping the tumour in check while slowing the rise of resistant cells.
- speculativeDual-payload ADCs in first line to prevent resistance
Rather than waiting for resistance to one payload and then switching, give two mechanisms from day one, as HIV therapy does.
- speculativeresearchVaccinate against the resistance mutation before it takes over
Resistance often arrives as the same few mutations. Teaching the immune system to recognise them in advance could remove the escaping cells while they are still rare.
- 2023rctCodeBreaK 300: sotorasib plus panitumumab in chemotherapy-refractory KRAS G12C colorectal cancerNew England Journal of Medicinechanged practice
- 2021rctOlympiA: a year of olaparib after surgery for BRCA-mutated, high-risk early breast cancerNew England Journal of Medicinechanged practice
- 2019rctKATHERINE: switching to T-DM1 when HER2-positive breast cancer survives pre-surgery treatmentNew England Journal of Medicinechanged practice
- 2018rctSOLO-1: two years of olaparib maintenance after first-line chemotherapy for BRCA-mutated ovarian cancerNew England Journal of Medicinechanged practice
- 1987translationalSlamon 1987: HER2 gene amplification marks an aggressive form of breast cancerSciencechanged practice
Measured by
Biomarkers, tests and assays in the corpus that read this stage in a patient.
- cobas EGFR Mutation Test v2PCR
- therascreen EGFR RGQ PCR KitPCR
- therascreen KRAS RGQ PCR KitPCR
- therascreen BRAF V600E RGQ PCR KitPCR
- FoundationOne CDxNGS tissue
- FoundationOne Liquid CDxNGS plasma
- Guardant360 CDxNGS plasma
- Oncomine Dx Target TestNGS tissue
- EGFR pharmDxIHC
- HercepTestIHC
- PATHWAY anti-HER2/neu (4B5)IHC
- HER2 IQFISH pharmDx and INFORM HER2 Dual ISHFISH/ISH
- Agilent Resolution ctDx FIRSTNGS plasma
- cobas 4800 BRAF V600 Mutation TestPCR
- THxID BRAF KitPCR
Open questions
What is not known at this stage: the atlas's own questions, the bottlenecks it bears on, and the ideas in the corpus that try to answer them.
- How many drivers hide among 'variants of uncertain significance', and can AI variant-effect models classify them?
- Which passengers are collateral vulnerabilities (MTAP loss) worth drugging?
- being tested at scaleclinicAutomatic germline testing for every cancer type where it changes care
Anyone with ovarian, pancreatic, metastatic prostate or mismatch-repair-deficient colorectal cancer should be tested for inherited mutations, yet testing rates fall well short. Making it an automatic, opt-out laboratory step triggered by pathology, as reflex mismatch-repair testing already is, would close the gap.
- being tested at scalepolicyLung screening eligibility by risk score, not pack-years, including high-risk never-smokers
Pack-year rules miss people who get lung cancer without heavy smoking, including East Asian women who never smoked, as Taiwan's TALENT study showed. Eligibility by a validated risk model with a set threshold, plus a never-smoker arm where family history matters, would find more cancers per scan.
- being tested at scalepolicyPopulation germline screening for hereditary cancer genes with cascade testing
Most people carrying a high-risk cancer gene do not know it until someone in the family gets cancer. Offer testing to all adults so carriers can be protected before that happens.
- being tested at scalepolicyUniversal tumour and germline sequencing at diagnosis feeding a shared learning system
Sequence every cancer at diagnosis, along with the patient's inherited genes, and pool the results with treatments and outcomes so every patient teaches the system how to treat the next.
- early clinicalindustryAn open-science consortium on the undruggable drivers, open until a candidate
Companies and public funders would pool money and scientists to crack the hardest cancer proteins, such as MYC and mutant p53, sharing everything openly until there is a real drug candidate, then competing on the final product.
- early clinicalregulatorAncestry-aware pharmacology: drug-level sub-studies across populations before approval
Drugs are processed differently by people with different genetic backgrounds, but doses are set mostly in white and East Asian populations. Every new drug should be studied for how it behaves across ancestries, with dosing advice by genotype rather than by race.
- early clinicalBiomarker-directed first-line quadruplets in gastric cancer
Stomach cancer now has three add-on biomarkers (HER2, PD-L1, Claudin 18.2) that often overlap. Test whether combining two add-ons beats picking one.
- early clinicalBRAF/MEK plus PD-1 blockade as standard for BRAF-mutant anaplastic thyroid cancer
Add immunotherapy to the two targeted pills in the most aggressive thyroid cancer, because the combination has produced multi-year survivors in early series.
- early clinicalindustryCovalent chemistry for the RAS mutations that still have no drug
One RAS mutation can now be drugged because it offers a reactive handle. Most RAS mutations do not, so new chemistry is needed to grab other amino acids.
- early clinicalclinicDeliver CAR-T cells straight into the fluid around the brain
Cancer spreading along the linings of the brain is almost untreatable. Injecting engineered immune cells directly into the brain fluid, through a small reservoir, reaches it.
30 more ideas are linked to this stage's pathways, targets and terms; see the rankings →
Key evidence
Papers in the corpus tied to this stage's pathways, targets and terms, newest first.
- 2026rctADAURA: exploratory eight-year overall survival update for adjuvant osimertinib in resected EGFR-mutated stage IB to IIIA lung cancerJournal of Thoracic Oncology
- 2026rctFLAURA2: long-term safety of first-line osimertinib plus platinum-pemetrexed in EGFR-mutated advanced lung cancerLung Cancer
- 2026reviewKRYSTAL-12 plain language summary: adagrasib for non-small-cell lung cancer with KRAS G12C mutationsFuture Oncology
- 2025rctBREAKWATER: encorafenib plus cetuximab with chemotherapy as first treatment for BRAF V600E-mutated colorectal cancerNew England Journal of Medicinechanged practice
- 2024rctDESTINY-Breast06: trastuzumab deruxtecan before any chemotherapy in hormone-receptor-positive, HER2-low or ultralow breast cancerNew England Journal of Medicinechanged practice
- 2024rctMARIPOSA: amivantamab plus lazertinib versus osimertinib as first treatment for EGFR-mutated lung cancerNew England Journal of Medicinechanged practice
- 2023rctCodeBreaK 200: sotorasib versus docetaxel in KRAS G12C-mutated lung cancer, a modest win for the first KRAS drugThe Lancetchanged practice
- 2023rctCodeBreaK 300: sotorasib plus panitumumab in chemotherapy-refractory KRAS G12C colorectal cancerNew England Journal of Medicinechanged practice
- 2023rctINDIGO: vorasidenib, the first targeted drug for IDH-mutant low-grade gliomaNew England Journal of Medicinechanged practice
- 2022rctDESTINY-Breast03: trastuzumab deruxtecan beats T-DM1 as second-line treatment of HER2-positive metastatic breast cancerNew England Journal of Medicinechanged practice
- 2022rctDESTINY-Breast04: trastuzumab deruxtecan works in HER2-low breast cancer, creating a new treatable groupNew England Journal of Medicinechanged practice
- 2021reviewFDA's Project Optimus manifesto: cancer drugs are approved at doses that are too highNew England Journal of Medicinechanged practice
src/data/mechanics-atlas.ts). Players, medicines, escape routes, tests, ideas and papers are resolved from the knowledge graph at build time through the stage's pathways, targets and terms, so every item here has its own page and sources. Where a section is missing, the corpus has no record tied to the stage yet. Nothing here is medical advice; see about and methodology. Stage 2.2 of 56.