Evidence map›Paper›PMID 36720497›Full record

ArticleJournal for immunotherapy of cancer2023

Immune and genomic biomarkers of immunotherapy response in cancer of unknown primary.

Atara Posner, Tharani Sivakumaran, Andrew Pattison, Dariush Etemadmoghadam, Niko Thio, Colin Wood, Krista Fisher, Samantha Webb, Anna DeFazio, Nicholas Wilcken and 16 more

Open access · goldAbstract read
In one paragraph

Article in Journal for immunotherapy of cancer, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
3.7field-weighted citation impact, top 7% 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

11 citing papers in PubMed, 16 citations in OpenAlex.

  1. Observational
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  7. Epidemiologic, histopathological, and prognostic analysis of cancer of unknown primary in an Iranian population.Journal of research in medical sciences : the official journal of Isfahan University of Medical Sciences · 2025
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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

26 authors at 11 institutions in 1 country.

Atara PosnerDepartment of Clinical Pathology and Centre for Cancer Research, The University of Melbourne, Melbourne, Victoria, Australia.ORCID 0000-0002-1592-6127
Tharani SivakumaranDepartment of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.
Andrew PattisonDepartment of Clinical Pathology and Centre for Cancer Research, The University of Melbourne, Melbourne, Victoria, Australia.
Dariush EtemadmoghadamPeter MacCallum Cancer Centre, Melbourne, Victoria, Australia.
Niko ThioPeter MacCallum Cancer Centre, Melbourne, Victoria, Australia.
Colin WoodPeter MacCallum Cancer Centre, Melbourne, Victoria, Australia.
Krista FisherPeter MacCallum Cancer Centre, Melbourne, Victoria, Australia.
Samantha WebbPeter MacCallum Cancer Centre, Melbourne, Victoria, Australia.
Anna DeFazioDepartment of Gynaecological Oncology, and Westmead Institute for Medical Research, Westmead Hospital, Westmead, New South Wales, Australia.
Nicholas WilckenDepartment of Medical Oncology, Westmead Hospital The Crown Princess Mary Cancer Centre, Sydney, New South Wales, Australia.
Bo GaoDepartment of Medical Oncology, Westmead Hospital The Crown Princess Mary Cancer Centre, Sydney, New South Wales, Australia.
Christos S KarapetisDepartment of Medical Oncology and Flinders Medical Centre, Flinders University, Adelaide, South Australia, Australia.
Madhu SinghDepartment of Medical Oncology, Barwon Health Cancer Services, Geelong, Victoria, Australia.
Ian M CollinsDepartment of Medical Oncology and SouthWest HealthCare, Deakin University - Warrnambool Campus, Warrnambool, Victoria, Australia.ORCID 0000-0001-6936-0942
Gary RichardsonMedical Oncology, Cabrini Health, Malvern, Victoria, Australia.
Christopher SteerBorder Medical Oncology, Albury Wodonga Regional Cancer Centre, Albury, Victoria, Australia.
Mark WarrenMedical Oncology, Bendigo Health, Bendigo, Victoria, Australia.
Narayan KaranthDivision of Medicine, Top End Health and Hospital Services, Alan Walker Cancer Centre, Darwin, Northern Territory, Australia.
Andrew FellowesDepartment of Pathology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.
Stephen B FoxSir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Victoria, Australia.
Rodney J HicksSt Vincent's Hospital Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia.
Penelope SchofieldSir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Victoria, Australia.
David BowtellSir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Victoria, Australia.
Owen W J PrallDepartment of Pathology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.
Richard William Tothill *Department of Clinical Pathology and Centre for Cancer Research, The University of Melbourne, Melbourne, Victoria, Australia rtothill@unimelb.edu.au Linda.Mileshkin@petermac.org.ORCID 0000-0003-4522-1184
Linda Mileshkin *Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia rtothill@unimelb.edu.au Linda.Mileshkin@petermac.org.
The University of Melbourne · AUPeter MacCallum Cancer Centre · AUWestmead Hospital · AUAlbury Wodonga Health · AUBarwon Health · AUBendigo Health · AUCabrini Hospital · AUDeakin University · AUFlinders University · AUNorthern Territory Health Services · AUThe University of Sydney · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCancer of unknown primary (CUP) is a heterogeneous group of metastatic cancers where a primary tissue of origin (TOO) is uncertain. Most patients with CUP have limited treatment options and poor survival outcomes. Immune checkpoint inhibitors (ICIs) can be efficacious in some patients with CUP, but the optimal predictive biomarkers are unknown. We therefore assessed immune and genomic biomarkers as well as predicted TOO in patients with CUP, including a subset treated with ICIs.

methodsPatients with CUP were subject to gene-expression profiling (GEP) and DNA panel sequencing. Immune and stromal-related gene expression was explored by NanoString, including genes associated with immunotherapy response (IR) in other solid malignancies. ICI responsive cancer types were assigned based on Food and Drug Administration-approved indications, and either detection of a latent primary tumor or the TOO was suspected based on genomics informed pathology review. Tumor mutation burden (TMB) and gene mutations were also assessed.

resultsA total of 219 patients with CUP were included, 215 assessed for TOO in a previous study, with the majority (163) receiving both RNA and DNA tests. Of GEP profiled cases, 33% (59/175) had a high IR gene-expression score. Of the DNA sequenced cases, 16% (32/203) had high TMB (>10 mutations/Mb), including two with mismatch repair deficiency. Low correlation was observed between TMB and an IR score (R=0.26, p<0.001). Among 110 CUPs with a latent primary or suspected TOO, 47% (52/110) belonged to ICI-responsive cancer types. More than half of the CUPs had at least one feature that may predict ICI response (high IR score, high TMB, ICI-responsive cancer type). Among patients with CUP treated with ICIs, 8/28 (29%) responded (2 complete responses and 6 partial responses). Among non-responders, 9 had stable and 11 had progressive disease. All responders had a high IR score (7/8) and/or high TMB (3/8), while most (5/8) belonged to ICI-responsive cancer types. These features were detected at a lower frequency in non-responders and mostly in patients with stable disease.

conclusionsA significant fraction of CUP tumors had genomic features previously associated with ICI response. High IR score was the most sensitive predictive feature of ICI response, warranting evaluation in a larger patient series.

Indexed as

Neoplasms, Unknown PrimaryBiomarkers, TumorGenomicsHumansImmunotherapyMutationUnited StatesBiomarkers, TumorBiomarkers, TumorGene Expression ProfilingGenetic MarkersImmunotherapyTranslational Medical Research

Identifiers

PMID36720497
PMCPMC10098268
OpenAlexW4318711900

What OpenQuestion holds

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LicenceCC BY-NC
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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.