Immune surveillance
The immune system removes abnormal cells all the time. Seven steps have to work: antigen released, picked up, T cells trained, dispatched, let in, target recognised, target killed. Tumours that exist are the ones that broke a step.
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 relay of seven runners. The race is only won if every baton is passed. Cancers usually drop only one or two batons, so the treatment that works is the one that fixes the step that actually failed, which is why the same drug cures one patient and does nothing for the next.
Wanted posters: the cell pins fragments of everything it makes onto its surface. Immune police recognise criminals' faces. Cancers that survive have taken down the posters (lost MHC) or bribed the police (checkpoints).
Guards who stop anyone not wearing a staff badge (MHC-I) or anyone visibly panicking (stress ligands). Cancer's trick against T cells (throwing away the badge) makes it conspicuous to these guards, so successful tumours also learn to stop panicking, borrow a visitor badge (HLA-E) and bribe the guards with TGF-β.
What happens
In plain words, then the glossary entries the stage rests on. Chapter 1, The body's defences: Cancer is not the default.
The immune system removes abnormal cells all the time. Seven steps have to work: antigen released, picked up, T cells trained, dispatched, let in, target recognised, target killed. Tumours that exist are the ones that broke a step.
The cancer-immunity cycle. Seven steps the immune system must complete to kill a tumour: release of antigens, pick-up by dendritic cells, priming of T cells in lymph nodes, travel, entry into the tumour, recognition, and killing. Every immunotherapy pushes on one step; every escape blocks one.
Antigen presentation & immune editing. How the immune system sees cancer, and how cancer learns to hide. Tumours display fragments of their proteins on MHC molecules; T cells kill the ones they recognise; the survivors are the ones that stopped showing fragments or switched on brakes.
NK-cell recognition: missing self & stress ligands. Natural killer cells patrol for cells that have lost their identity papers (MHC-I) or that display stress flags. Cancers that hide from T cells by dropping MHC-I become visible to NK cells, unless they also shed the stress flags, wrap themselves in a second inhibitory badge (HLA-E), or soak the neighbourhood in TGF-β.
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.
PD-1 is a brake on T cells. Blocking it releases the immune system against the tumour and has cured some previously incurable cancers.
CD3 is the switch on every T cell. Bispecific drugs grab it with one arm and the tumour with the other, forcing the T cell to attack.
The first immune brake ever targeted for cancer; releasing it won a Nobel Prize and cures a fraction of melanomas.
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.
The signal tumours use to grow their own blood supply. Blocking it starves tumours and, surprisingly, helps immunotherapy work.
PD-L1 is the tumour's side of the PD-1 brake, and also the biomarker that decides who gets immunotherapy.
TIGIT is an inhibitory receptor on T and natural killer cells that binds PVR (CD155) on tumour cells, so blocking it was expected to amplify PD-1 and PD-L1 inhibitors. Tiragolumab, domvanalimab and others then failed to add benefit in phase 3 lung cancer trials despite encouraging phase 2 signals, and the lack of a TIGIT-specific biomarker remains a weakness.
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.
- NivolumabApprovedMelanomaNon-small-cell lung cancerRenal cell carcinoma
- PembrolizumabApprovedMismatch repair deficient (MSI-high) pancreatic ductal adenocarcinomaTriple-negative breast cancer (TNBC)Non-small-cell lung cancer
- CadonilimabApprovedCervical cancerGastric & gastro-oesophageal junction cancer
- CamrelizumabApprovedOesophageal cancerHepatocellular carcinomaNon-small-cell lung cancer
- Camrelizumab + rivoceranibApprovedHepatocellular carcinoma
- CemiplimabApprovedNon-small-cell lung cancerMelanomaPD-L1-high non-small-cell lung cancer without a driver mutation
- DostarlimabApprovedMismatch repair deficient (MSI-high) pancreatic ductal adenocarcinomaEndometrial cancerColorectal cancer
- IvonescimabApprovedNon-small-cell lung cancerColorectal cancerTriple-negative breast cancer (TNBC)
- +23 more at PD-1 →
- BlinatumomabApprovedAcute lymphoblastic leukaemiaStandard-risk B-cell acute lymphoblastic leukaemia in childrenRelapsed and refractory acute lymphoblastic leukaemia in children
- CatumaxomabApprovedOvarian cancerGastric & gastro-oesophageal junction cancerPancreatic ductal adenocarcinoma
- ElranatamabApprovedMultiple myelomaRelapsed or refractory multiple myeloma
- EpcoritamabApprovedDiffuse large B-cell lymphoma
- GlofitamabApprovedDiffuse large B-cell lymphoma
- LinvoseltamabApprovedMultiple myelomaRelapsed or refractory multiple myeloma
- MosunetuzumabApprovedDiffuse large B-cell lymphoma
- OdronextamabApprovedDiffuse large B-cell lymphoma
- +16 more at CD3 →
- IpilimumabApprovedMelanomaRenal cell carcinomaColorectal cancer
- TremelimumabApprovedNon-small-cell lung cancerHepatocellular carcinomaAdvanced hepatocellular carcinoma (BCLC C)
- GotistobartPhase 3
- ADG126Phase 2
- BA3071Phase 2
- BotensilimabPhase 2
- JK08Phase 2
- AfatinibApprovedNon-small-cell lung cancerEGFR-mutated non-small-cell lung cancerHER2-mutant non-small-cell lung cancer
- 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
- LapatinibApprovedHER2-positive breast cancerHER2-positive breast cancer with brain metastases
- MargetuximabApprovedHER2-positive breast cancer
- NeratinibApprovedHER2-positive breast cancerHER2-positive breast cancer with brain metastases
- PertuzumabApprovedHER2-positive breast cancerEarly HER2-positive breast cancer
- +34 more at HER2 →
- AnlotinibApprovedNon-small-cell lung cancerSmall-cell lung cancerSarcomas (soft tissue, bone, GIST)
- AxitinibApprovedRenal cell carcinomaClear cell renal cell carcinomaAdenoid cystic carcinoma
- BevacizumabApprovedColorectal cancerOvarian cancerNon-small-cell lung cancer
- Bevacizumab (glioblastoma use)ApprovedGlioma & glioblastoma
- CabozantinibApprovedHepatocellular carcinomaAdvanced hepatocellular carcinoma (BCLC C)Renal cell carcinoma
- DonafenibApprovedHepatocellular carcinomaThyroid cancer
- FruquintinibApprovedColorectal cancer
- LenvatinibApprovedHepatocellular carcinomaAdvanced hepatocellular carcinoma (BCLC C)Intermediate hepatocellular carcinoma (BCLC B)
- +18 more at VEGF / VEGFR →
- AdebrelimabApprovedSmall-cell lung cancerExtensive-stage small-cell lung cancer
- AtezolizumabApprovedNon-small-cell lung cancerSmall-cell lung cancerHepatocellular carcinoma
- AvelumabApprovedBladder & urothelial cancerRenal cell carcinomaMerkel cell carcinoma
- BenmelstobartApprovedSmall-cell lung cancerExtensive-stage small-cell lung cancer
- CosibelimabApprovedCutaneous squamous cell carcinomaAdvanced cutaneous squamous cell carcinoma
- DurvalumabApprovedNon-small-cell lung cancerSmall-cell lung cancerBiliary tract cancer (cholangiocarcinoma)
- EnvafolimabApprovedColorectal cancerCancer of unknown primary (CUP)
- Iparomlimab and tuvonralimabApprovedCervical cancer
- +12 more at PD-L1 →
- Intismeran autogenePhase 3
How tumours escape
Records tied to this stage that describe resistance, evasion or tolerance. The resistance atlas lists the routes class by class.
- early clinicalindustryPersonalised vaccines given only when the blood test turns positive
Individualised mRNA cancer vaccines take weeks to manufacture and work best against minimal residual disease. Making the vaccine at surgery and giving it only when a blood tumour DNA test turns positive matches both facts and concentrates the cost on the minority who will relapse.
- early clinicalindustryVaccines aimed only at mutations shared by every tumour cell
Personal cancer vaccines target a list of mutations, some present in only part of the tumour, so the tumour can escape by losing them. Restricting vaccines and T-cell products to clonal mutations shared by every tumour cell, identified by multi-region sequencing, should close that escape route.
- preclinical evidenceresearchA standard evolvability score for every tumour
Some tumours change fast and escape drugs quickly; others are stable. A single validated score for how evolvable a tumour is would tell doctors how aggressively to combine treatments.
- 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.
- 2025rctChildren's Oncology Group AALL1731: blinatumomab added to chemotherapy for children with standard-risk B-cell ALLNew England Journal of Medicinechanged practice
- 2024rctNADINA: two doses of ipilimumab plus nivolumab before surgery beat a year of nivolumab after surgery in stage III melanomaNew England Journal of Medicinechanged practice
- 2024rctNICHE-2: a month of nivolumab and ipilimumab before surgery clears mismatch-repair-deficient colon cancer in most patientsNew England Journal of Medicinechanged practice
- 2024translationalNICHE-2: a single dose of ipilimumab and two of nivolumab before surgery clears dMMR colon cancer in most patientsNew England Journal of Medicinechanged practice
- 2023translationalEPCORE NHL-1: epcoritamab, a subcutaneous CD20 x CD3 bispecific, in relapsed large B-cell lymphoma including after CAR-TJournal of Clinical Oncologychanged practice
- 2023translationalRojas 2023: a personalised mRNA vaccine trained T cells against each patient's pancreatic cancer, and those who responded stayed cancer-free longerNature
Measured by
Biomarkers, tests and assays in the corpus that read this stage in a patient.
- PD-L1 IHC 22C3 pharmDxIHC
- PD-L1 IHC 28-8 pharmDxIHC
- FoundationOne CDxNGS tissue
- VENTANA MMR RxDx PanelIHC
- MSI by PCR (Promega MSI Analysis System and equivalents)PCR
- Tumour mutational burden (FoundationOne CDx and equivalents)NGS tissue
- HercepTestIHC
- PATHWAY anti-HER2/neu (4B5)IHC
- HER2 IQFISH pharmDx and INFORM HER2 Dual ISHFISH/ISH
- Guardant360 CDxNGS plasma
- VENTANA PD-L1 (SP142) AssayIHC
- VENTANA PD-L1 (SP263) AssayIHC
- Signatera (tumour-informed ctDNA MRD)NGS plasma
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.
- Why do some people with the same mutations get cancer and others not: is it immune genetics (HLA) or luck?
- Can surveillance be strengthened in healthy people at high risk (interception vaccines)?
- being tested at scaleresearchRandomised trials of stopping immunotherapy after one year versus continuing
Immunotherapy is often given for two years or until it stops working, but responses can last long after stopping. Trials that randomly assign responders to stop or continue would show whether the extra year is needed.
- being tested at scaleTIL-based omission of chemotherapy in stage I TNBC
Small triple-negative tumours packed with immune cells almost never come back. The idea is to skip chemotherapy for those patients.
- early clinicalresearchA frameshift neoantigen vaccine for Lynch syndrome carriers as the first preventive cancer vaccine approval
People with Lynch syndrome have a very high lifetime cancer risk from a predictable set of mutations. Vaccinate them against those shared mutations before cancer appears.
- early clinicalindustryA randomised trial of a shared-antigen vaccine to prevent Lynch syndrome cancers
Lynch syndrome tumours share predictable mutations the immune system can target. A vaccine in early trials could be tested to see if it prevents polyps and cancers in carriers.
- early clinicalindustryA single calibrated tumour mutational burden across all sequencing panels
Tumour mutational burden decides who gets immunotherapy in some settings, but every sequencing panel calculates it differently. A shared calibration would make the number mean the same thing everywhere.
- 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 clinicalCD8 PET to stop or switch immunotherapy early
Scan for T cells inside the tumour a few weeks after starting immunotherapy. If they have not arrived, change course.
- early clinicalresearchConfirm ultra-low-dose immunotherapy so it can be afforded where most patients live
A single-centre trial at Tata Memorial found that adding nivolumab at about a twentieth of the usual dose to chemotherapy improved outcomes in head and neck cancer. Confirmatory trials against standard-dose immunotherapy are needed before low-dose labels could make immunotherapy affordable for millions.
- early clinicalresearchExtended-interval immunotherapy: give checkpoint inhibitors every 8-12 weeks once stable
Immunotherapy antibodies stay active in the body for weeks, yet are often given every two or three weeks. After a few months, spacing doses out to every two or three months might work as well, with fewer hospital visits and much lower cost.
24 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.
- 2025rctCheckMate 067 at ten years: half of melanoma patients treated with nivolumab plus ipilimumab were alive a decade laterNew England Journal of Medicinechanged practice
- 2025rctCheckMate 067 at ten years: nivolumab plus ipilimumab produces long-term survival in half of patients with advanced melanomaNew England Journal of Medicinechanged practice
- 2025rctChildren's Oncology Group AALL1731: blinatumomab added to chemotherapy for children with standard-risk B-cell ALLNew England Journal of Medicinechanged practice
- 2025rctHARMONi-2: ivonescimab, a PD-1 x VEGF bispecific, beats pembrolizumab head-to-head in PD-L1-positive lung cancerThe Lancet
- 2024rctECOG-ACRIN E1910: adding blinatumomab to chemotherapy for adults with B-cell ALL already in MRD-negative remissionNew England Journal of Medicinechanged practice
- 2024rctEV-302: enfortumab vedotin plus pembrolizumab replaces chemotherapy as first treatment for advanced bladder cancerNew England Journal of Medicinechanged practice
- 2024rctKEYNOTE-942: a personalised mRNA cancer vaccine plus pembrolizumab after melanoma surgeryThe Lancet
- 2024rctKEYNOTE-A18: pembrolizumab with chemoradiotherapy for locally advanced cervical cancer (overall survival)The Lancetchanged practice
- 2024rctKEYNOTE-A18: pembrolizumab with chemoradiotherapy for locally advanced cervical cancer (progression-free survival)The Lancetchanged practice
- 2024rctNADINA: two doses of ipilimumab plus nivolumab before surgery beat a year of nivolumab after surgery in stage III melanomaNew England Journal of Medicinechanged practice
- 2024rctNICHE-2: a month of nivolumab and ipilimumab before surgery clears mismatch-repair-deficient colon cancer in most patientsNew England Journal of Medicinechanged practice
- 2024translationalNICHE-2: a single dose of ipilimumab and two of nivolumab before surgery clears dMMR colon cancer in most patientsNew 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 1.2 of 56.