Evidence map›Paper›PMID 36104102›Full record

ArticleJournal for immunotherapy of cancer2022

Extensive plasma proteomic profiling revealed receptor activator of nuclear factor kappa-Β ligand (RANKL) as emerging biomarker of nivolumab clinical benefit in patients with metastatic renal cell carcinoma.

Sonia Simonetti, Michele Iuliani, Marco Stellato, Silvia Cavaliere, Bruno Vincenzi, Giuseppe Tonini, Daniele Santini, Francesco Pantano

Open access · goldAbstract read
In one paragraph

Article in Journal for immunotherapy of cancer, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
2.0field-weighted citation impact, top 12% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

12 citing papers in PubMed, 14 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 1 institution in 1 country.

Sonia SimonettiMedical Oncology Department, Campus Bio-Medico University, Roma, Italy.
Michele IulianiMedical Oncology Department, Campus Bio-Medico University, Roma, Italy.ORCID 0000-0003-3536-7630
Marco StellatoMedical Oncology Department, Campus Bio-Medico University, Roma, Italy marco.stellato@istitutotumori.mi.it.
Silvia CavaliereMedical Oncology Department, Campus Bio-Medico University, Roma, Italy.
Bruno VincenziMedical Oncology Department, Campus Bio-Medico University, Roma, Italy.
Giuseppe ToniniMedical Oncology Department, Campus Bio-Medico University, Roma, Italy.
Daniele Santini *Medical Oncology Department, Campus Bio-Medico University, Roma, Italy.
Francesco Pantano *Medical Oncology Department, Campus Bio-Medico University, Roma, Italy.
Università Campus Bio-Medico · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe advent of immune checkpoint inhibitors (ICIs) have led to a paradigm change in the management of metastatic renal cell carcinoma (mRCC), nevertheless, the benefit of treatment is confined to a limited proportion of patients. Therefore, the identification of predictive biomarkers for response to ICIs represents an unmet clinical need. Here, we performed a large-scale plasma proteomic profile of patients with mRCC, treated with nivolumab, to identify soluble molecules potentially associated with clinical benefit.

methodsWe analyzed the levels of 507 soluble molecules in the pretreatment plasma of 16 patients with mRCC (discovery set) who received nivolumab therapy as a single agent. The ELISA assay was performed to confirm the protein level of candidate biomarkers associated to clinical benefit in 15 patients with mRCC (validation set). Survival curves of complete cohort were estimated by the Kaplan-Meier method and compared with the log-rank test.

resultsOut of 507 screened molecules, 135 factors were selected as expressed above background and 12 of them were significantly overexpressed in patients who did not benefit from treatment (non-responders (NR)) compared with responders (R) group. After multiplicity adjustment, receptor activator of nuclear factor kappa-Β ligand (RANKL) was the only molecule that retained the statistical significance (false discovery rate: 0.023). RANKL overexpression in NR patients was confirmed both in discovery (median NR: 528 pg/mL vs median R: 288 pg/mL, p=0.011) and validation set (median NR: 440 pg/mL vs median R: 253 pg/mL, p<0.001). Considering the complete cohort of patients (discovery+validation set), significantly higher RANKL levels were found in patients who primarily progressed from treatment compared with those who had a partial response (p=0.003) or stable disease (p=0.006). Moreover, patients with low RANKL levels had significant improvements in progression-free survival (median 14.0 months vs 3.4 months, p=0.004) and overall survival (median not reached vs 30.1 months, p=0.003).

conclusionsOur exploratory study suggests RANKL as a novel independent biomarker of response and survival in patients with mRCC treated with nivolumab.

Indexed as

Antineoplastic Agents, ImmunologicalCarcinoma, Renal CellKidney NeoplasmsBiomarkersHumansLigandsNF-kappa BNivolumabProteomicsRANK LigandAntineoplastic Agents, ImmunologicalBiomarkersLigandsNF-kappa BNivolumabRANK LigandTNFSF11 protein, humanImmunotherapyKidney Neoplasms

Identifiers

PMID36104102
PMCPMC9476128
OpenAlexW4295681444

What OpenQuestion holds

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Registered trials

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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.