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Clinical interventions

Confidently known

  • human Ipilimumab inaugurated the durable-survival-plateau paradigm (Hodi 2010 NEJM)1; 20–26% of metastatic melanoma patients on a long-term OS plateau extending to 10+ years. The nivolumab phase I (Topalian 2012)2 extended this proof into anti-PD-1 and showed activity across multiple histologies (melanoma, NSCLC, RCC).
  • human Pembrolizumab first-line for NSCLC with PD-L1 TPS ≥50% is standard of care (KEYNOTE-024)3; 5-year OS benefit confirmed despite ~66% crossover.
  • human PD-1 + CTLA-4 combination improves PFS over single-agent PD-1 in advanced melanoma (CheckMate 067)4; largest relative benefit in PD-L1-negative tumors; ~55% grade 3/4 TRAEs. Durable OS benefit at 6.5+ years.
  • human Pembrolizumab in dMMR/MSI-H solid tumors — basis of the first tissue-agnostic FDA approval (Le 2017)5 — and 1L pembrolizumab in dMMR mCRC (KEYNOTE-177)6 are standards of care. But KEYNOTE-177 has complications (see contradictions).

Human-study evidence

Study N Feature Effect 95% CI / p Method
Hodi 2010 n=676 (phase 3, previously-treated HLA-A*0201⁺ metastatic melanoma) ipilimumab 3 mg/kg (± gp100) vs gp100 OS HR ipi+gp100 vs gp100 mOS 10.0 vs 6.4 mo (HR 0.68); ipi vs gp100 HR 0.66 p<0.001 (ipi+gp100) / p=0.003 (ipi alone) phase 3 RCT
Topalian 2012 n=296 (melanoma 94, NSCLC 76, RCC 33, and others; phase 1 dose-escalation) nivolumab (BMS-936558) across histologies; PD-L1 IHC predictive ORR / PD-L1 association melanoma 28%, NSCLC 18%, RCC 27%; PD-L1⁺ vs PD-L1⁻ ORR 36% vs 0% p=0.006 (PD-L1 association) phase 1 dose-escalation + PD-L1 IHC
Reck 2016 n=305 (KEYNOTE-024 phase 3, 1L advanced NSCLC, PD-L1 TPS ≥50%, EGFR/ALK-wt) PD-L1 TPS ≥50% (pembrolizumab vs platinum doublet) PFS HR mPFS 10.3 vs 6.0 mo; HR 0.50 95% CI 0.37–0.68, p<0.001 PD-L1 IHC 22C3
Larkin 2015 n=945 (CheckMate-067 phase 3, untreated metastatic melanoma) nivo+ipi vs nivo vs ipi monotherapy PFS HR (combo vs ipi) mPFS 11.5 vs 6.9 vs 2.9 mo; HR 0.42 combo vs ipi (HR 0.57 nivo vs ipi) phase 3 RCT
Le 2017 n=86 (phase 2 expansion across 12 tumor types, MMR-deficient tumors) MMR deficiency ORR 53% (CR 21%) MMR IHC / MSI testing + pembro phase 2
André 2020 n=307 (KEYNOTE-177 phase 3, treatment-naive dMMR/MSI-H mCRC) 1L pembrolizumab vs 5-FU-based chemotherapy PFS HR mPFS 16.5 vs 8.2 mo; HR 0.60 95% CI 0.45–0.80, p=0.0002 phase 3 RCT

Contradictions / surprises

  • human KEYNOTE-177 PFS was biphasic and OS did not reach significance. Pembrolizumab underperformed chemotherapy in the first ~6 months (~29% primary progression), then crossed over and doubled median PFS (16.5 vs 8.2 mo, HR 0.60). Final OS was HR ~0.74, not statistically significant, largely because chemo patients could cross over to pembrolizumab on progression. Interpretation: dMMR is necessary-but-not-sufficient in mCRC; ~30% have primary resistance that is not currently predictable.
  • human bTMB retrospective signal did not confirm prospectively. Gandara 20187 showed bTMB-high enriched atezolizumab benefit retrospectively in POPLAR/OAK; B-F1RST prospectively did not confirm. bTMB has not achieved broad regulatory adoption.
  • human Pan-tumor TMB-high pembrolizumab approval is debated. The FDA's tissue-agnostic approval for TMB ≥10 mut/Mb (based on KEYNOTE-158) has been controversial as some high-TMB histologies (certain gliomas) show limited benefit. TMB thresholds are assay- and context-specific.
  • human TGF-β bifunctional / pathway-blocking combinations have disappointed despite compelling Mariathasan/Tauriello biology (see TME exclusion). Bintrafusp alfa INTR@PID lung 037 discontinued 2021.
  • human IDO + pembrolizumab failed (ECHO-301) despite compelling preclinical rationale. Cautionary tale for future metabolic-ICI combinations.

Human-study evidence

Study N Feature Effect 95% CI / p Method
Gandara 2018 POPLAR (test) + OAK (validation) NSCLC atezolizumab blood TMB ≥16 mut/Mb (FoundationACT ctDNA) PFS HR (atezo vs docetaxel) HR ~0.65 at bTMB ≥16 in OAK ctDNA (FoundationACT)

Suspected but unconfirmed

  • human 8-gene k-TSP classifier + mucinous histology identifies a ~15% subgroup of dMMR/MSI-H mCRC with extreme benefit from anti-CTLA-4 addition (HR 0.10 for 24-month PFS; 72.2% vs 13.8%)8. Retrospective across non-randomized comparisons; prospective validation called for. If it holds, would resolve the decade-long question of when to add ipi to nivo-class regimens in dMMR CRC.
  • human LOAd703 + atezolizumab in anti-PD-1-refractory melanoma (n=24) shows biomarker-level rescue of ICI-responsive signatures9. Small single-arm; needs randomized confirmation.

Human-study evidence

Study N Feature Effect 95% CI / p Method
Ambrosini 2026 n=163 (pooled across 2 independent dMMR/MSI-H mCRC cohorts) Cluster A + mucinous histology (15% biomarker-positive subgroup) 24-mo PFS / HR (Combo vs Mono) 72.2% vs 13.8%; HR 0.10 95% CI 0.02–0.39, p<0.001 8-gene k-TSP classifier + histology
Grauers 2026 n=24 (single-arm phase I/II, anti-PD-1-refractory stage IV melanoma) intratumoral LOAd703 (CD40L/4-1BBL oncolytic adenovirus) + atezolizumab immune-signature biomarker increased DC markers, T-cell infiltration, EM CD8⁺; decreased circulating Tregs multi-parameter flow + TME transcriptomics

Emerging

  • human ATOMIC phase 3 (NEJM 2026): adjuvant atezolizumab + mFOLFOX6 in stage III dMMR colon cancer, HR 0.5010. 3-year DFS 86.3% vs 76.2%; 40.9-month median follow-up; grade 3/4 AEs 84.1% vs 71.9%. OS not yet mature. Extends ICI benefit to the adjuvant dMMR setting. A large new patient population will now experience prolonged ICI exposure.
  • human Anti-TIM-3 (TQB2618) + anti-PD-1 penpulimab in PD-1-pretreated classical Hodgkin lymphoma achieves 52% ORR in 21 evaluable patients11. Salvage signal in a setting where re-engaging checkpoint biology was not expected.

Human-study evidence

Study N Feature Effect 95% CI / p Method
Sinicrope 2026 n=712 (phase 3 ATOMIC (NCT02912559), stage III dMMR colon cancer) atezolizumab + mFOLFOX6 vs mFOLFOX6 alone 3-yr DFS / HR 86.3% vs 76.2%; HR 0.50 95% CI 0.35–0.73, p<0.001 phase 3 RCT
Hong 2026 n=21 (phase Ib (NCT05400876), PD-1-pretreated relapsed/refractory cHL) anti-TIM-3 TQB2618 + anti-PD-1 penpulimab ORR 52% (1 CR, 10 PR); grade ≥3 TRAE 24% phase Ib clinical trial

Practical takeaways

  • 1L NSCLC PD-L1 ≥50%: single-agent pembrolizumab is standard; KEYNOTE-024 data are durable.
  • Metastatic melanoma: nivolumab + ipilimumab vs single-agent PD-1 is an individualized decision based on disease burden, PD-L1 status, and patient fitness for immune-related toxicity; the combination's largest relative benefit is in PD-L1-negative disease.
  • dMMR mCRC: pembrolizumab 1L is standard, but counsel patients about the ~30% early-progression risk and reassess imaging at ~2 months.
  • Stage III dMMR colon cancer (post-resection): ATOMIC brings adjuvant atezolizumab + FOLFOX into the standard-of-care conversation; await OS maturation and guideline uptake.
  • Hyperprogression on anti-PD-1: a contested phenomenon. Definitions vary; natural history and pseudoprogression confound the literature. Not actionable today as a management decision.


  1. Hodi 2010 NEJM ipilimumab. Link

  2. Topalian 2012 NEJM anti-PD-1 phase 1. Link

  3. Reck 2016 NEJM KEYNOTE-024. Link

  4. Larkin 2015 NEJM CheckMate 067. Link

  5. Le 2017 Science dMMR. Link

  6. André 2020 NEJM KEYNOTE-177. Link

  7. Gandara 2018 Nat Med bTMB. Link

  8. 8-gene dMMR biomarker 2026. Link

  9. LOAd703 2026. Link

  10. ATOMIC NEJM 2026. Link

  11. TIM-3 + penpulimab cHL 2026. Link