Evidence map›Paper›PMID 41694351›Full record

ArticleFrontiers in immunology2026

A combination of low TMB and PD-L1 expression predict poor progression-free survival of metastatic melanoma patients treated with first-line ipilimumab plus nivolumab.

Baylor Akhavan, Wolfram Samlowski

Abstract read
In one paragraph

Article in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Baylor AkhavanKirk Kerkorian School of Medicine at UNLV, Las Vegas, NV, United States.
Wolfram SamlowskiKirk Kerkorian School of Medicine at UNLV, Las Vegas, NV, United States.

Funding

SOUTHERN NEVADA CANCER RESEARCH FOUNDATION-CCOPU10CA035421 · NCI · SOUTHERN NEVADA CANCER RESEARCH FDN · PI ELLERTON, JOHN A · 1985 to 2014
$9.8M
NCI NIH HHS U10 CA035421
6 · The paper itself

Abstract

Simple summary: Combinations of monoclonal antibodies that activate the immune system have been highly effective for treatment of melanoma that has spread (metastasized). Unfortunately, this type of immunotherapy treatment can trigger serious side effects. Thus, it would be valuable to predict patients who are unlikely to benefit from immunotherapy in advance. We evaluated four cancer-related markers to determine their usefulness. The level of two markers in cancer biopsies, PD-1 ligand (PD-L1) staining and tumor mutation burden (the number of mutations per megabase DNA), seemed to best predict treatment responses. In fact, patients who had low levels of both of these markers universally failed to respond to immunotherapy. Further work will be needed to develop computer tools to utilize these two markers to try to predict the potential usefulness of cancer immunotherapy in metastatic melanoma. Background: Combination checkpoint inhibitor therapy with ipilimumab plus nivolumab has significantly improved the treatment of patients with metastatic melanoma. This regimen has induced durable complete remissions and improved survival. However, these benefits are associated with a high risk of immune-related adverse events. We evaluated the usefulness of potential predictive biomarkers to determine which patients were unlikely to benefit from immunotherapy. Methods: A retrospective chart review was conducted of all metastatic melanoma patients treated by a single oncologist with ipilimumab plus nivolumab for advanced cutaneous or subungual melanoma. Baseline biomarkers including BRAF mutation status, serum lactate dehydrogenase levels, PD-L1 expression, and tumor mutation burden were correlated with progression-free survival (PFS). Results: Treatment outcomes were analyzed in 54 sequential patients. BRAF mutation status did not correlate with PFS. Only rare patients presented with an elevated lactate dehydrogenase (LDH); thus, this marker did not prove informative. There was a correlation of increased tumor mutation burden or PD-L1 expression with treatment response. Expression of either marker appeared to correlate with improved progression-free survival. An exploratory analysis suggested that the combination of low tumor cell PD-L1 expression and a low tumor mutation burden predicted an extremely poor immunotherapy response. Conclusions: Tumor mutation burden and PD-L1 represent potential predictive biomarkers for response to combination CKI therapy, while LDH and BRAF offer limited predictive value. Further work will be needed to develop a predictive nomogram to better aid in predicting potential immunotherapy benefit.

Indexed as

Antineoplastic Combined Chemotherapy ProtocolsB7-H1 AntigenBiomarkers, TumorIpilimumabMelanomaNivolumabSkin NeoplasmsAdultAgedAged, 80 and overFemaleHumansImmune Checkpoint InhibitorsMaleMiddle AgedMutationB7-H1 AntigenBiomarkers, TumorCD274 protein, humanImmune Checkpoint InhibitorsIpilimumabNivolumabBRAF mutation statusPD-L1 expressionprogression-free survivalserum lactate dehydrogenase levelstumor mutation burden

Identifiers

PMID41694351
PMCPMC12894002

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.