Antigen presentation
Cells pin fragments of their proteins on MHC molecules like wanted posters. T cells read them. Tumours take the posters down (MHC or B2M loss) or lose the mutant proteins that made them visible. Engagers and CAR-T bypass the posters entirely.
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.
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).
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.
What happens
In plain words, then the glossary entries the stage rests on. Chapter 6, Escaping the immune system: Every tumour that exists has already beaten the immune system once.
Cells pin fragments of their proteins on MHC molecules like wanted posters. T cells read them. Tumours take the posters down (MHC or B2M loss) or lose the mutant proteins that made them visible. Engagers and CAR-T bypass the posters entirely.
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.
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.
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.
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.
PRAME is a cancer-testis antigen: a protein normally confined to the testis that about 90% of cutaneous melanomas and substantial fractions of ovarian, lung, endometrial and uveal cancers switch on. Because it sits inside the cell, drugs reach it only as peptide fragments displayed on HLA, through T-cell receptor bispecifics such as brenetafusp and TCR-T cells such as IMA203.
gp100 is a pigment-cell protein, and the target of the first bispecific drug to improve survival in a solid tumour, uveal melanoma.
A protein normally only in testis that some sarcomas and other tumours switch on; T cells can be engineered to recognise fragments of it.
PD-1 is a brake on T cells. Blocking it releases the immune system against the tumour and has cured some previously incurable 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.
The first immune brake ever targeted for cancer; releasing it won a Nobel Prize and cures a fraction of melanomas.
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.
- TarlatamabApprovedSmall-cell lung cancerExtensive-stage small-cell lung cancerLimited-stage small-cell lung cancer
- TebentafuspApprovedMelanoma
- 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
- +16 more at CD3 →
- 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)
- NivolumabApprovedMelanomaNon-small-cell lung cancerRenal cell carcinoma
- PembrolizumabApprovedMismatch repair deficient (MSI-high) pancreatic ductal adenocarcinomaTriple-negative breast cancer (TNBC)Non-small-cell lung cancer
- +23 more at PD-1 →
- 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 →
- IpilimumabApprovedMelanomaRenal cell carcinomaColorectal cancer
- TremelimumabApprovedNon-small-cell lung cancerHepatocellular carcinomaAdvanced hepatocellular carcinoma (BCLC C)
- GotistobartPhase 3
- ADG126Phase 2
- BA3071Phase 2
- BotensilimabPhase 2
- JK08Phase 2
- 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
- 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
- 2018reviewRibas and Wolchok 2018: cancer immunotherapy using checkpoint blockadeScience
- 2017translationalTRACERx first 100: tracking how lung cancers evolve, and how chromosomal chaos predicts relapseNew England Journal of Medicine
- 2016observationalMutations Associated with Acquired Resistance to PD-1 Blockade in MelanomaNew England Journal of Medicine
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
- 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.
- What makes a neoantigen truly immunogenic, so vaccines can be designed rather than guessed?
- Can MHC-I be re-expressed pharmacologically in tumours that lost it?
- 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 clinicalindustryPersonalised cancer vaccines at commodity cost through fully automated manufacturing
Vaccines tailored to each patient's tumour mutations are showing real benefit but cost a fortune to make. Automate the whole process so a personalised vaccine costs about as much as a course of chemotherapy.
- preclinical evidenceindustryAntibodies that see mutant KRAS and p53 fragments displayed on the cell surface
Cells chop up their internal proteins and display the pieces on their surface. That means even undruggable proteins inside the cell can be attacked from outside by the immune system.
- preclinical evidenceresearchCheck whether a tumour can still show itself to the immune system
Some tumours have broken the machinery that displays their identity to immune cells. Those patients cannot benefit from most immunotherapy and should be routed elsewhere.
- preclinical evidenceExtending sarcoma TCR-T beyond HLA-A*02
Today's engineered T-cell therapies for sarcoma only work in the ~40-50% of people with one particular HLA type; new receptors for other HLA types would open them to everyone.
- preclinical evidenceTCR therapeutics for non-HLA-A*02 patients
Today's T-cell-receptor drugs only work for people with one tissue type. Building versions for the other common types would roughly double who can be treated.
- preclinical evidenceWhat makes a neoantigen actually immunogenic?
Vaccines can now encode dozens of a tumour's mutations, but only a minority provoke useful T cells. Learning the rules would make vaccines smaller, cheaper, and stronger.
- speculativedataPool every immunotherapy trial's biomarker data into one commons
Dozens of trials have collected immune, genomic and imaging data on the same drugs. Nobody can analyse them together, so the answer stays hidden in fragments.
1 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.
- 2025rctChildren's Oncology Group AALL1731: blinatumomab added to chemotherapy for children with standard-risk B-cell ALLNew England Journal of Medicinechanged practice
- 2024rctECOG-ACRIN E1910: adding blinatumomab to chemotherapy for adults with B-cell ALL already in MRD-negative remissionNew England Journal of Medicinechanged practice
- 2024rctKEYNOTE-942: a personalised mRNA cancer vaccine plus pembrolizumab after melanoma surgeryThe Lancet
- 2024rctSPEARHEAD-1: afamitresgene autoleucel, the first engineered T-cell receptor therapy approved for a solid tumour, in synovial sarcomaThe Lancetchanged practice
- 2023rctDeLLphi-301: tarlatamab, a DLL3-targeting T-cell engager, in previously treated small-cell lung cancerNew 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
- 2023translationalMagnetisMM-3: elranatamab, a second BCMA bispecific, with a switch to fortnightly dosing after responseNature Medicinechanged practice
- 2023translationalRojas 2023: a personalised mRNA vaccine trained T cells against each patient's pancreatic cancer, and those who responded stayed cancer-free longerNature
- 2022translationalMajesTEC-1: teclistamab, an off-the-shelf BCMA bispecific antibody, in heavily pretreated myelomaNew England Journal of Medicinechanged practice
- 2020translationalFirst trial of a vaccine against the shared neoantigens of mismatch-repair-deficient cancersClinical Cancer Research
- 2020rctKEYNOTE-177: pembrolizumab instead of chemotherapy as first treatment for mismatch-repair-deficient metastatic colorectal cancerNew England Journal of Medicinechanged practice
- 2018reviewRibas and Wolchok 2018: cancer immunotherapy using checkpoint blockadeScience
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 6.1 of 56.