Evidence map›Paper›PMID 28552987›Full record

Trial reportPLoS medicine2017

Contribution of systemic and somatic factors to clinical response and resistance to PD-L1 blockade in urothelial cancer: An exploratory multi-omic analysis.

Alexandra Snyder, Tavi Nathanson, Samuel A Funt, Arun Ahuja, Jacqueline Buros Novik, Matthew D Hellmann, Eliza Chang, Bulent Arman Aksoy, Hikmat Al-Ahmadie, Erik Yusko and 11 more

Registry-linked trialOpen access · goldAbstract readClinical Trial, Phase II
In one paragraph

Trial report in PLoS medicine, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02108652 (A Phase II, Multicenter, Single-Arm Study of Atezolizumab in Patients With Locally Advanced or Metastatic Urothelial Bladder Cancer), which is not on this map. Cited by 224 papers, 6 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
224citing papers in PubMed, 6 pooled it
35.5field-weighted citation impact, top 1% 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.

NCT02108652 phase2completednot on this map

A Phase II, Multicenter, Single-Arm Study of Atezolizumab in Patients With Locally Advanced or Metastatic Urothelial Bladder Cancer

TypeinterventionalSponsorHoffmann-La RocheRan2014 to 2023Enrolled310ConditionsBladder CancerArmsAtezolizumab
3 · Its place in the literature

Who cites it

224 citing papers in PubMed, 6 syntheses or guidelines pooled it, 365 citations in OpenAlex.

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  11. Randomized Phase II Trial of Nivolumab Versus Nivolumab and Ipilimumab for Recurrent or Persistent Ovarian Cancer: An NRG Oncology Study.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2020
    Trial
  12. PD-1 Blockade in Advanced Adrenocortical Carcinoma.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2020
    Trial
  13. The Immune Checkpoint Inhibitors Journey: From Early Promise to Lasting Impact.Journal of immunotherapy and precision oncology · 2026
    Review
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164 more citing papers are in PubMed but not listed here.

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

21 authors at 5 institutions in 1 country.

Alexandra SnyderDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America.ORCID 0000-0002-2606-3523
Tavi NathansonDepartment of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America.ORCID 0000-0001-6801-5194
Samuel A FuntDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America.
Arun AhujaDepartment of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America.
Jacqueline Buros NovikDepartment of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America.ORCID 0000-0001-9588-4889
Matthew D HellmannDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America.ORCID 0000-0002-2670-9777
Eliza ChangDepartment of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America.ORCID 0000-0003-3257-8977
Bulent Arman AksoyDepartment of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America.ORCID 0000-0002-0135-2505
Hikmat Al-AhmadieDepartment of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America.
Erik YuskoAdaptive Biotechnologies, Seattle, Washington, United States of America.
Marissa VignaliAdaptive Biotechnologies, Seattle, Washington, United States of America.ORCID 0000-0002-7319-3371
Sharon BenzenoAdaptive Biotechnologies, Seattle, Washington, United States of America.
Mariel BoydDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America.
Meredith MoranDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America.
Gopa IyerDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America.
Harlan S RobinsAdaptive Biotechnologies, Seattle, Washington, United States of America.ORCID 0000-0001-5225-7076
Elaine R MardisDepartment of Pediatrics, Institute for Genomic Medicine, The Research Institute at Nationwide Children's Hospital, The Ohio State University College of Medicine, Columbus, Ohio, United States of America.
Taha MerghoubDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America.ORCID 0000-0002-1518-5111
Jeff HammerbacherDepartment of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America.ORCID 0000-0001-6596-8563
Jonathan E RosenbergDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America.ORCID 0000-0003-2637-4249
Dean F BajorinDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, United States of America.ORCID 0000-0003-4001-7088
Memorial Sloan Kettering Cancer Center · USIcahn School of Medicine at Mount Sinai · USAdaptive Biotechnologies (United States) · USFred Hutch Cancer Center · USNationwide Children's Hospital · US

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Nicholas D Socci · 1985 to 2026
$347.4M
MSK Paul Calabresi Career Development Award for Clinical OncologyK12CA184746 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI Omar Abdel-Wahab, Simon N. Powell · 2015 to 2026
$8.3M
Tumor Genetics and Response to Checkpoint Blockade in Melanoma and Ovarian CancerK08CA201544 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI SNYDER CHAREN, ALEXANDRA · 2016 to 2016
$180k
NCI NIH HHS K08 CA201544NCI NIH HHS K12 CA184746NCI NIH HHS P30 CA008748
6 · The paper itself

Abstract

backgroundInhibition of programmed death-ligand 1 (PD-L1) with atezolizumab can induce durable clinical benefit (DCB) in patients with metastatic urothelial cancers, including complete remissions in patients with chemotherapy refractory disease. Although mutation load and PD-L1 immune cell (IC) staining have been associated with response, they lack sufficient sensitivity and specificity for clinical use. Thus, there is a need to evaluate the peripheral blood immune environment and to conduct detailed analyses of mutation load, predicted neoantigens, and immune cellular infiltration in tumors to enhance our understanding of the biologic underpinnings of response and resistance. METHODS AND

findingsThe goals of this study were to (1) evaluate the association of mutation load and predicted neoantigen load with therapeutic benefit and (2) determine whether intratumoral and peripheral blood T cell receptor (TCR) clonality inform clinical outcomes in urothelial carcinoma treated with atezolizumab. We hypothesized that an elevated mutation load in combination with T cell clonal dominance among intratumoral lymphocytes prior to treatment or among peripheral T cells after treatment would be associated with effective tumor control upon treatment with anti-PD-L1 therapy. We performed whole exome sequencing (WES), RNA sequencing (RNA-seq), and T cell receptor sequencing (TCR-seq) of pretreatment tumor samples as well as TCR-seq of matched, serially collected peripheral blood, collected before and after treatment with atezolizumab. These parameters were assessed for correlation with DCB (defined as progression-free survival [PFS] >6 months), PFS, and overall survival (OS), both alone and in the context of clinical and intratumoral parameters known to be predictive of survival in this disease state. Patients with DCB displayed a higher proportion of tumor-infiltrating T lymphocytes (TIL) (n = 24, Mann-Whitney p = 0.047). Pretreatment peripheral blood TCR clonality below the median was associated with improved PFS (n = 29, log-rank p = 0.048) and OS (n = 29, log-rank p = 0.011). Patients with DCB also demonstrated more substantial expansion of tumor-associated TCR clones in the peripheral blood 3 weeks after starting treatment (n = 22, Mann-Whitney p = 0.022). The combination of high pretreatment peripheral blood TCR clonality with elevated PD-L1 IC staining in tumor tissue was strongly associated with poor clinical outcomes (n = 10, hazard ratio (HR) (mean) = 89.88, HR (median) = 23.41, 95% CI [2.43, 506.94], p(HR > 1) = 0.0014). Marked variations in mutation loads were seen with different somatic variant calling methodologies, which, in turn, impacted associations with clinical outcomes. Missense mutation load, predicted neoantigen load, and expressed neoantigen load did not demonstrate significant association with DCB (n = 25, Mann-Whitney p = 0.22, n = 25, Mann-Whitney p = 0.55, and n = 25, Mann-Whitney p = 0.29, respectively). Instead, we found evidence of time-varying effects of somatic mutation load on PFS in this cohort (n = 25, p = 0.044). A limitation of our study is its small sample size (n = 29), a subset of the patients treated on IMvigor 210 (NCT02108652). Given the number of exploratory analyses performed, we intend for these results to be hypothesis-generating.

conclusionsThese results demonstrate the complex nature of immune response to checkpoint blockade and the compelling need for greater interrogation and data integration of both host and tumor factors. Incorporating these variables in prospective studies will facilitate identification and treatment of resistant patients.

Indexed as

AgedAged, 80 and overAntibodies, MonoclonalAntibodies, Monoclonal, HumanizedAntineoplastic AgentsB7-H1 AntigenCarcinomaExomeFemaleHumansMaleMiddle AgedReceptors, Antigen, T-CellSequence Analysis, RNAUrologic NeoplasmsUrotheliumAntibodies, MonoclonalAntibodies, Monoclonal, HumanizedAntineoplastic AgentsatezolizumabB7-H1 AntigenCD274 protein, humanReceptors, Antigen, T-Cell

Identifiers

PMID28552987
PMCPMC5446110
OpenAlexW2619463261

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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.