Molecular Biology
Molecular Biology
Hallmarks of cancer (Hanahan-Weinberg)
- Sustained proliferative signaling: RTK/RAS/RAF/MEK/ERK pathway hyperactivation.
- Evading growth suppressors: Rb, p53 inactivation.
- Resisting apoptosis (resisting cell death): Bcl-2 family, MDM2.
- Replicative immortality: telomerase (hTERT) reactivation.
- Angiogenesis: VEGF/HIF.
- Invasion & metastasis: EMT, matrix metalloproteinases.
- Immune evasion (avoiding immune destruction): PD-L1, MHC down-regulation.
- Enabling characteristic: genome instability: MMR, HRD, BRCA, TP53 loss.
- Metabolic reprogramming (deregulating cellular energetics): Warburg effect (aerobic glycolysis).
- Enabling characteristic: tumor-promoting inflammation.
Framework (multistep tumorigenesis): Hanahan and Weinberg first proposed 6 core hallmarks (2000); a 2011 update added 2 emerging hallmarks now considered core (deregulating cellular energetics, avoiding immune destruction) plus 2 enabling characteristics (genomic instability, tumor-promoting inflammation). A 2022 revision (Hanahan) added further emerging hallmarks and enabling characteristics. Capabilities can be acquired in any order, and one mutation may confer more than one.
Hallmarks of cancer
| Category | Capability | Example / target |
|---|---|---|
| Core (original 6) | Sustained proliferative signaling | RTK/RAS/MAPK; EGFR, BRAF inhibitors |
| Evading growth suppressors | RB, TP53 loss; CDK4/6 inhibitors | |
| Resisting cell death | BCL-2 overexpression; venetoclax (BH3 mimetic) | |
| Enabling replicative immortality | Telomerase reactivation (85 to 90% of cancers) | |
| Inducing angiogenesis | VEGF, FGF; bevacizumab, VEGFR TKIs | |
| Activating invasion & metastasis | EMT, MMPs, altered adhesion/integrins | |
| Emerging (2011, now core) | Deregulating cellular energetics | Warburg effect (aerobic glycolysis) |
| Avoiding immune destruction | PD-L1, MHC downregulation; checkpoint inhibitors | |
| Enabling characteristic | Genome instability & mutation | Drives acquisition of other hallmarks |
| Tumor-promoting inflammation | Inflammatory milieu fosters initiation/progression | |
| 2022 emerging hallmark | Unlocking phenotypic plasticity | Dedifferentiation; RB loss driving neuroendocrine transformation |
| Senescent cells | Senescent cells may activate adjacent tumor programs | |
| 2022 enabling characteristic | Nonmutational epigenetic reprogramming | TET demethylases, EMT induction |
| Polymorphic microbiomes | Gut/barrier microbiota (e.g., colon microbiota in CRC) |
Foundations: genes, expression, and epigenetics
- Genome: ~3 billion nucleotides across 23 chromosomes; only ~1% is protein-coding. ~20,400 protein-coding genes, but the proteome spans 250,000 to 1 million proteoforms (from alternative splicing and posttranslational modification).
- Central dogma: transcription (DNA → premRNA, introns spliced out) → translation (ribosomes read codons) → posttranslational modification (phosphorylation, acetylation, ubiquitination, methylation) controls protein activity, stability, and localization.
- Regulatory elements: promoters (site of initiation) and enhancers (increase transcription); recognized by transcription factors, coactivators, and corepressors.
- Noncoding RNAs:
- miRNAs (~25 nt): decrease expression of target mRNAs; >2,500 identified; aberrant expression linked to neoplasia.
- lncRNAs (>200 nt): diverse roles (silencing transcription, chromatin modulation, splicing). Examples: NKILA, MALAT1, TERC (telomere length), XIST (X inactivation).
- Epigenetics (heritable change without altering DNA sequence), two main mechanisms:
- DNA methylation: DNA methyltransferases add methyl groups to CG dinucleotides; promoter methylation represses transcription. Silences tumor suppressors (e.g., MLH1, CDKN2A/p16). Targeted by hypomethylating agents (azacitidine, decitabine) in MDS/AML.
- Histone modification: DNA wraps histone octamers (nucleosomes); acetylation (active transcription) vs deacetylation (repression); methylation site-dependent. Targeted by HDAC inhibitors (vorinostat, panobinostat, belinostat) and EZH2 inhibitor tazemetostat (follicular lymphoma).
Oncogenes vs tumor suppressors
- Oncogenes (gain-of-function, dominant): MYC, RAS, RAF, ALK, EGFR, HER2. A single mutated allele is sufficient (proto-oncogene → oncogene).
- Tumor suppressors (loss-of-function, recessive, two-hit Knudson): RB1, TP53, APC, BRCA1/2, PTEN, NF1. Typically one allele mutated and the other lost (loss of heterozygosity, LOH).
- Mechanisms of oncogene activation: point mutation (KRAS, EGFR, neomorphic IDH1/2), amplification (HER2, MYCN, AR in castration-resistant prostate; can be intrachromosomal or extrachromosomal "double minutes"), and translocation/fusion.
- Exceptions to Knudson (biallelic loss of function not required): haploinsufficiency (one allele loss suffices) and dominant-negative mutations (mutant inhibits wild-type protein, e.g., FBXW7, SPOP, TP53); note promoter methylation (e.g., CDKN2A) can serve as one of the two hits rather than a true exception.
- Opposed oncogene/tumor suppressor pair: PIK3CA (kinase that adds phosphate to phosphatidylinositol) vs PTEN (phosphatase that removes it).
Mechanisms of oncogene activation
| Mechanism | How it activates the oncogene | Example |
|---|---|---|
| Point mutation | Constitutive activation or neomorphic function | KRAS G12 (colorectal, PDAC), EGFR (lung), IDH1/2 |
| Amplification | Increased gene/protein dosage | HER2 (breast, gastric), MYCN (neuroblastoma) |
| Fusion (gene fusion) | Novel chimeric protein (often TK or TF) | BCR-ABL (CML), EML4-ALK (NSCLC), NTRK, FGFR2, RET |
| Translocation (deregulated expression) | Proto-oncogene placed under strong regulatory control without changing protein | MYC-IGH (Burkitt), CCND1 (MCL), BCL2 (follicular) |
Key signaling pathways
- RTK / MAPK (RAS/RAF/MEK/ERK): growth factor binds receptor tyrosine kinase → dimerization, autophosphorylation → downstream signaling. RAS cycles between active GTP-bound and inactive GDP-bound states; GEFs activate, GAPs (e.g., NF1) inactivate. Oncogenic RAS mutations (codons 12, 13) impair GTP hydrolysis → constitutive signaling. Three RAS genes: KRAS, NRAS, HRAS. BRAF V600E in ~50% of melanoma.
- BRAF: vemurafenib, dabrafenib, encorafenib.
- MEK: trametinib, cobimetinib, binimetinib.
- KRAS G12C: sotorasib, adagrasib.
- PI3K / AKT / mTOR: PI3K activation (one of the most common cancer mutations) drives AKT, affecting growth, survival, protein synthesis, and metabolism. PTEN (tumor suppressor) opposes PI3K; loss increases AKT activity.
- PI3Kα: alpelisib, inavolisib.
- AKT: capivasertib.
- mTOR: everolimus, temsirolimus.
- Cell cycle (CDK4/6 - cyclin D - Rb): CDKs (catalytic) + cyclins (regulatory) drive phase transitions; CDK inhibitors (INK4, p27Kip1) restrain them. CCND1 amplified/translocated (MCL, myeloma); CCNE1 amplified (ovarian). pRB is the prototype Knudson tumor suppressor (retinoblastoma), also lost in SCLC and bladder cancer. Palbociclib, ribociclib, abemaciclib with antiestrogens for HR+ breast cancer.
- Wnt / β-catenin: APC loss stabilizes β-catenin → nuclear TCF-driven transcription. APC mutations in familial adenomatous polyposis and most sporadic CRC (early event); CTNNB1 in desmoid.
- Hedgehog: ligand → PTCH1 → SMO → GLI transcription factors. PTCH1/SMO in BCC, medulloblastoma. Vismodegib, sonidegib, glasdegib; arsenic trioxide inhibits GLI.
- Notch: ligand-induced cleavage releases intracellular domain that activates transcription; MYC is a key mediator. Activating NOTCH1 in up to 50% of T-ALL (γ-secretase inhibitors); nirogacestat in desmoid. Can act as tumor suppressor in squamous carcinomas.
- JAK/STAT: MPNs (ruxolitinib, fedratinib, momelotinib).
- Differentiation block (APL): t(15;17) PML-RARA fusion acts as dominant-negative on RARα targets and blocks differentiation; ATRA reverses the block; core-binding factor translocations similarly impair hematopoietic differentiation.
Cell-cycle control & checkpoints
- Phases: G1 (growth, integrates mitogenic signals, restriction point), S (DNA synthesis), G2 (growth), M (mitosis). Mutations affecting S-phase commitment are among the most common in cancer.
- Cell-cycle checkpoints (distinct from immune checkpoints): monitor DNA replication/mitosis and halt the cycle for repair or trigger apoptosis/senescence. Sensors/mediators → transducers (ATM, ATR, then CHK1, CHK2) → effectors (p53, Cdc25).
- Mitotic spindle assembly checkpoint: ensures equal chromosome segregation via kinetochore-spindle attachment (MAD2/Cdc20/APC-C). A single unattached kinetochore holds the "wait" signal. Chromosomal instability (CIN) is common but rarely from kinetochore gene mutations; targeted indirectly by taxanes and vinca alkaloids.
Apoptosis
- Intrinsic (mitochondrial) pathway: triggered by radiotherapy, chemotherapy, cellular stress; mitochondrial membrane changes release cytochrome C → caspase cascade → DNA fragmentation.
- Extrinsic (death receptor) pathway: death ligands (TNFα, FAS ligand) bind death receptors (TNFR1, FAS) → caspase activation.
- BCL-2 family: pro-apoptotic vs anti-apoptotic regulators. BCL2 first identified from t(14;18) in follicular lymphoma. BCL-2 overexpression prevents MYC-driven apoptosis (aggressive "double-hit" lymphomas). Venetoclax (BH3 mimetic) approved in CLL and AML.
- TP53 loss is the most common mutation impairing apoptosis; PI3K-AKT also suppresses apoptosis.
- Other cell-death programs: autophagy, necrosis, entosis, and ferroptosis (iron-dependent, discovered 2012).
p53 pathway
- TP53 ("guardian of the genome") is the most frequently mutated tumor suppressor; germline loss causes Li-Fraumeni syndrome (early sarcomas, breast, brain, adrenocortical carcinoma, leukemia).
- p53 is a transcription factor activated by DNA damage/replication stress → cell-cycle arrest, apoptosis, or senescence. Usually inactivated by loss of one copy plus mutation of the other.
- MDM2: E3 ubiquitin ligase induced by p53 that degrades p53 (negative feedback); overexpressed/amplified in many cancers. ARF tumor suppressor binds MDM2 to protect p53; ARF is induced by MYC and is frequently deleted.
- Specific TP53 mutations can confer gain-of-function; destabilizing mutants such as Y220C can be refolded by investigational reactivators.
DNA repair pathways & DNA damage response (DDR)
- Homologous recombination (HR): high-fidelity double-strand break (DSB) repair. BRCA1/2, PALB2, ATM, RAD51 and paralogs are HR genes, but PARPi sensitivity is not uniform: BRCA1/2 and PALB2 have strong evidence, whereas ATM alterations alone do not confer BRCA-type sensitivity (TBCRC 048, TRITON3 ATM subgroup).
- Non-homologous end joining (NHEJ): error-prone DSB repair.
- Mismatch repair (MMR): corrects single-base mismatches/small indels. MLH1, MSH2, MSH6, PMS2 (Lynch). MSH2-MSH6 (MutSalpha) recognizes the mismatch; MLH1-PMS2 (MutLalpha) is recruited and PMS2 nicks the daughter strand (strand discrimination via PCNA and replication nicks). Defects → microsatellite instability (MSI-H = dMMR), hypermutation, and immune-checkpoint responsiveness. Sporadic dMMR is usually MLH1 promoter hypermethylation.
- Nucleotide excision repair (NER): repairs UV dimers/bulky adducts (global and transcription-coupled). Germline defects: xeroderma pigmentosum (~10,000-fold nonmelanoma skin cancer and ~2,000-fold melanoma risk under age 20), Cockayne syndrome, trichothiodystrophy.
- Base excision repair (BER): excises damaged bases; Biallelic MUTYH germline mutations (autosomal recessive, MUTYH-associated polyposis) predispose to colorectal cancer; monoallelic carriers are not managed as MAP.
- Double-strand-break syndromes: ataxia telangiectasia (ATM, a PI3K-like kinase phosphorylating CHK2, TP53, BRCA1, NBS1); Fanconi anemia (FANCD2/FANCI monoubiquitination; FANCD1 = BRCA2; hypersensitivity to crosslinkers like mitomycin C); Nijmegen breakage syndrome (NBS1; MRE11-NBS1-RAD50 complex).
- Synthetic lethality: HRD (BRCA) + PARP inhibitor = death. Somatic and germline DDR/BRCA alterations confer comparable PARP-inhibitor sensitivity; predictive value depends on the gene and biallelic/functional loss, not inherited vs acquired origin. DDR defects also predict cisplatin sensitivity.
DNA repair pathways
| Pathway | Lesion repaired | Key genes / syndrome | Therapeutic link |
|---|---|---|---|
| HR | Double-strand breaks (high fidelity) | BRCA1/2, PALB2, RAD51, ATM | PARP-inhibitor sensitivity (synthetic lethality); platinum |
| NHEJ | Double-strand breaks (error-prone) | Ku, DNA-PK | Dominant DSB repair pathway (esp. G0/G1); error-prone |
| MMR | Base mismatches, small indels | MLH1, MSH2, MSH6, PMS2 (Lynch) | MSI-H/dMMR → checkpoint-inhibitor response |
| NER | UV dimers, bulky adducts | XP genes; Cockayne, trichothiodystrophy | XP: extreme UV/skin-cancer risk |
| BER | Damaged single bases | MUTYH, APE1, OGG1 | MUTYH: colorectal predisposition |
| Fanconi/crosslink | Interstrand crosslinks | FANC genes (FANCD1 = BRCA2) | Crosslinker hypersensitivity (mitomycin C) |
Telomeres & replicative immortality
- Telomeres: repetitive nucleotide sequences that cap and protect chromosome ends. They shorten with each division; when critically short, cells normally undergo replicative senescence; if senescence is bypassed, further shortening causes end-to-end fusions, genomic instability, and telomere crisis, during which most cells die.
- Cancer immortality: tumors maintain telomere length, usually by reactivating telomerase (hTERT), detectable in 85 to 90% of cancers; the remainder use recombination-based "alternative lengthening of telomeres" (ALT).
Angiogenesis
- Tumors outgrowing their blood supply recruit new vessels by upregulating pro-angiogenic factors (VEGF, FGF) and reducing inhibitory signals; hypoxia via HIF stabilization is a key driver.
- Hypoxia: HIF-1α/HIF-2α stabilization → angiogenesis, glycolysis; VHL loss (RCC, HIF-2α driven) is a classic upstream lesion. Targeted by belzutifan (HIF-2α inhibitor) for VHL.
- Therapeutics: anti-VEGF antibody (bevacizumab), VEGFR small-molecule inhibitors.
Ubiquitin-proteasome system
- Proteins tagged (via E1, E2, E3 enzymes) with polyubiquitin chains are degraded by the proteasome. E3 ligases are key oncogenes/tumor suppressors.
- FBXW7 (degrades cyclin E, c-MYC, Notch, c-JUN): commonly mutated tumor suppressor (T-ALL, endometrial). SPOP: mutated in prostate/endometrial cancer. VHL: loss causes VHL syndrome and clear cell RCC (VHL targets HIF-1α and HIF-2α for degradation; HIF-2α is the key ccRCC driver). MDM2: overexpressed E3 that degrades p53.
- Drugs: proteasome inhibitors (bortezomib, carfilzomib, ixazomib) in myeloma; thalidomide analogs redirect cereblon E3 ligase; PROTACs (proteolysis-targeting chimeras) selectively degrade target proteins.
Common cancer-driver mutations
- TP53: "guardian of the genome"; most commonly mutated gene in cancer.
- KRAS: pancreatic (90%), CRC, lung adeno (~25%).
- BRAF: melanoma (50%), thyroid PTC, CRC, hairy cell leukemia (V600E).
- PIK3CA: breast, endometrial.
- EGFR: lung adenocarcinoma (15% in US, ~50% Asian non-smokers).
- MYC: Burkitt (8;14), neuroblastoma (MYCN amplification).
- ALK: NSCLC, ALCL, IMT, neuroblastoma.
- BCR-ABL (t(9;22)): CML, B-ALL.
- PML-RARA (t(15;17)): APL.
- IDH1/IDH2: glioma, AML, cholangiocarcinoma, chondrosarcoma. Neomorphic enzyme produces the oncometabolite 2-hydroxyglutarate, causing DNA hypermethylation.
Translocations to know
- t(8;14) MYC-IGH: Burkitt.
- t(14;18) BCL2-IGH: follicular lymphoma.
- t(11;14) CCND1-IGH: mantle cell lymphoma.
- t(11;22) EWSR1-FLI1: Ewing sarcoma.
- t(X;18) SS18-SSX: synovial sarcoma.
- t(2;13) PAX3-FOXO1: alveolar RMS.
- t(12;21) ETV6-RUNX1: pediatric B-ALL.
- inv(16) CBFB-MYH11: AML M4eo.
- t(8;21) RUNX1-RUNX1T1: AML M2.
- t(15;17) PML-RARA: APL.
- TMPRSS2-ERG/ETV1: prostate cancer (androgen-driven ETS expression).
Tumor microenvironment & metabolism
- Hypoxia: HIF-1α and HIF-2α stabilization drive angiogenesis and glycolysis; HIF-2α is the key ccRCC driver, targeted by belzutifan (HIF-2α inhibitor).
- Warburg effect: aerobic glycolysis (lactate even with O2); basis of FDG-PET.
- Metabolic targets: IDH (ivosidenib, enasidenib), PHGDH, glutaminase.
- Cancer-associated fibroblasts (CAFs), tumor-associated macrophages (TAMs).
- PD-L1, IDO, MDSCs: immune evasion mechanisms.
Infectious agents as cancer drivers
- ~15% of cancers worldwide (>2 million people/year), mostly chronic viral infection.
- HPV: squamous carcinomas of head/neck, cervix, penis, vulva, vagina, anus (E6 degrades p53; E7 degrades RB).
- EBV: Burkitt and other lymphomas, nasopharyngeal carcinoma, some gastric cancers.
- HBV/HCV: hepatocellular carcinoma. HIV / HHV-8 (KSHV): Kaposi sarcoma. HTLV-1: adult T-cell lymphoma. Merkel cell polyomavirus: Merkel cell carcinoma.
- Non-viral: H. pylori (gastric cancer, gastric MALT lymphoma); liver flukes (hepatobiliary cancer). Prevention: HPV and HBV vaccination; H. pylori eradication.
Detection technologies
- PCR / RT-PCR / qPCR: amplification-based; qPCR monitors BCR-ABL transcript in CML and MRD. Digital droplet PCR detects rare mutations (e.g., ESR1, ALK, PIK3CA in circulating DNA).
- NGS: massively parallel short reads (~100 to 200 bp) mapped to reference; detects point mutations, indels, copy-number changes, fusions, TMB, MSI. Variant allele frequency reflects the mutant read fraction. Genome sequencing fell from ~$1 million (2008) to ~$1,000 (2019).
- Cytogenetics/FISH: karyotype and probe-based detection of amplifications (HER2), fusions (BCR-ABL, EML4-ALK), and residual disease.
- Protein methods: Western blot, ELISA, IHC (HER2, ER/PR, MMR proteins, p16 for HPV), flow cytometry (immunophenotyping, MRD), CyTOF (up to ~100 proteins by mass cytometry), MS-based proteomics/metabolomics.
- Single-cell & spatial genomics: barcoding/UMIs, microfluidics (10X, Drop-seq); tumor atlases (Human Tumor Atlas Network, HTAN); normal-tissue atlases (HuBMAP).
- Research tools: RNAi (siRNA) and CRISPR/Cas9 (2020 Nobel) for gene knockout, editing, and genome-wide screens (e.g., PTPN2 in immune evasion; saturation editing of BRCA1 variants).
Biomarker testing modalities
- IHC: protein expression (HER2, ER/PR, PD-L1, MMR proteins, BAP1, BRCA1/PALB2).
- FISH/ISH: gene amplification (HER2, MET), translocations (ALK, ROS1, BCR::ABL1).
- NGS (next-generation sequencing): comprehensive, point mutations, indels, fusions, CNV, TMB, MSI.
- Homologous recombination deficiency (HRD) testing: BRCA mutation + genomic scar score (loss of heterozygosity, telomeric allelic imbalance, large-scale state transitions). Genomic-scar HRD score is a validated PARPi predictor mainly in ovarian cancer (PAOLA-1). In breast, pancreatic, and prostate cancer, PARPi selection is based on BRCA1/2 (and, in prostate, selected HRR gene) alterations, not a generic HRD scar score. Myriad myChoice CDx, FoundationOne CDx (LOH score).
- Liquid biopsy (ctDNA):
- Genotyping when tissue inadequate or unavailable.
- MRD detection: post-curative-intent surgery (DYNAMIC for stage II CRC, BESPOKE, GALAXY).
- Resistance monitoring: detect emergent mutations (e.g., ESR1, T790M, KRAS G12C secondary mutations).
- Treatment response: ctDNA dynamics correlate with outcome.
- Multi-cancer early detection (MCED): Galleri (Grail) leads category, not yet FDA-approved (PMA under review; advisory committee favorable Sep 2026), commercially available LDT. PATHFINDER Lancet 2023.
- Companion diagnostics (CDx): FDA-approved tests required for specific drugs (Therascreen for KRAS G12C, FoundationOne CDx, Ventana for HER2/PD-L1).
2024-2026 targeted-therapy pathway advances
- Menin-KMT2A inhibitors: revumenib (Revuforj), FDA Nov 2024 for r/r KMT2A-r acute leukemia (AUGMENT-101: ORR 63%, CR/CRh 22%); revumenib expanded Oct 2025 to r/r NPM1-mut AML; ziftomenib (Komzifti), FDA Nov 2025 for r/r NPM1-mut AML.
- MTAP-null tumors + PRMT5-selective inhibitors: MTAP deletion co-occurs with CDKN2A loss in ~15% of solid tumors; MRTX1719 (Mirati) and AMG 193 phase 1/2, synthetic-lethal PRMT5-MTA inhibitors. MTAP IHC/NGS increasingly reported.
- KRAS pan-inhibitors: RMC-6236 (daraxonrasib), RAS(ON) multi-selective inhibitor, FDA Aug 2026 (Rasonque) for previously treated metastatic PDAC (RASolute 302); RMC-9805 (KRAS G12D-selective); divarasib (KRAS G12C, next-gen).
- CLDN18.2 targeting: zolbetuximab (Vyloy), FDA Oct 2024 for CLDN18.2+ HER2- gastric/GEJ (SPOTLIGHT, GLOW). IHC 2+/3+ 75%+ cells threshold. Emerging CAR-T (CT041) and ADCs (IBI343).
- Mutant TP53 reactivators: rezatapopt (PC14586) selective for TP53 Y220C, phase 2 PYNNACLE ongoing; first pan-tumor mutant-p53 targeted therapy.
- KAT6A/B inhibitor: PF-07248144 for HR+/HER2- MBC, phase 1 (Mayer SABCS 2024).
- CDK2/CDK4 selective inhibitors: INX-315 (selective CDK2 inhibitor; CCNE1-amplified, CDK4/6i-resistant tumors); PF-07220060 (CDK4-selective, spares CDK6, less cytopenia); CDK2i for CCNE1-amplified tumors.
- ctDNA MRD assays: Signatera, Guardant Reveal, NeXT Personal; strongly prognostic, but escalation based on ctDNA remains investigational: DYNAMIC supported de-escalation in stage II colon cancer, BESPOKE is observational, and ALTAIR missed its primary DFS endpoint.
High-yield molecular biology pearls
- Knudson "two-hit" for tumor suppressors (retinoblastoma/RB paradigm).
- TP53 is "guardian of the genome," most commonly mutated gene; MDM2 degrades it, ARF protects it.
- Synthetic lethality = HRD (BRCA) + PARP-i.
- MMR defect = MSI-H = dMMR = IO-responsive; sporadic dMMR is usually MLH1 methylation.
- IDH mutation = 2-HG accumulation = oncometabolite.
- Telomerase reactivation gives replicative immortality in 85 to 90% of cancers.
- Translocations (Burkitt 8;14, follicular 14;18, MCL 11;14, Ewing 11;22, APL 15;17).
- Belzutifan: HIF-2α inhibitor for VHL.
- Warburg effect = aerobic glycolysis, basis of FDG-PET.
- Cell-cycle checkpoints (ATM/ATR, CHK1/2, p53) are distinct from immune checkpoints.
Veli Bakalov MD, Board Review Notes 2026