Evidence map›Paper›PMID 40689859›Full record

ArticleMolecular cancer research : MCR2025

Genomic Signatures of Poor Prognosis in Merkel Cell Carcinoma: A Single-Institution Prospective Study.

Joshua D Smith, Apurva D Bhangale, Wenjin Gu, Collin Brummel, Elizabeth Gensterblum-Miller, Scott McLean, Paul W Harms, Kelly L Harms, Christopher K Bichakjian, Matthew E Spector and 2 more

Abstract read
In one paragraph

Article in Molecular cancer research : MCR, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

2 citing papers in PubMed.

  1. Review
  2. Review
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

12 authors.

Joshua D SmithDepartment of Otolaryngology - Head & Neck Surgery, Michigan Medicine/University of Michigan, Ann Arbor, Michigan.ORCID 0000-0002-2076-7589
Apurva D BhangaleDepartment of Otolaryngology - Head & Neck Surgery, Michigan Medicine/University of Michigan, Ann Arbor, Michigan.ORCID 0000-0001-7262-569X
Wenjin GuDepartment of Computational Medicine and Bioinformatics, Michigan Medicine/University of Michigan, Ann Arbor, Michigan.ORCID 0000-0002-0028-1645
Collin BrummelDepartment of Otolaryngology - Head & Neck Surgery, Michigan Medicine/University of Michigan, Ann Arbor, Michigan.ORCID 0000-0001-7198-8560
Elizabeth Gensterblum-MillerDepartment of Otolaryngology - Head & Neck Surgery, Michigan Medicine/University of Michigan, Ann Arbor, Michigan.ORCID 0000-0002-8714-1257
Scott McLeanDepartment of Otolaryngology - Head & Neck Surgery, Michigan Medicine/University of Michigan, Ann Arbor, Michigan.ORCID 0000-0003-2356-1727
Paul W HarmsDepartment of Dermatology, Michigan Medicine/University of Michigan, Ann Arbor, Michigan.ORCID 0000-0002-0802-2883
Kelly L HarmsDepartment of Dermatology, Michigan Medicine/University of Michigan, Ann Arbor, Michigan.ORCID 0000-0002-1502-7914
Christopher K BichakjianDepartment of Dermatology, Michigan Medicine/University of Michigan, Ann Arbor, Michigan.ORCID 0009-0005-0968-2188
Matthew E SpectorDepartment of Otolaryngology - Head & Neck Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.ORCID 0000-0001-7646-6075
Ryan E MillsDepartment of Computational Medicine and Bioinformatics, Michigan Medicine/University of Michigan, Ann Arbor, Michigan.ORCID 0000-0003-3425-6998
J Chad BrennerDepartment of Otolaryngology - Head & Neck Surgery, Michigan Medicine/University of Michigan, Ann Arbor, Michigan.ORCID 0000-0003-3238-1111

Funding

Cellular and Molecular Biology at MichiganT32GM145470 · NIGMS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI John Chadwick Brenner · 2022 to 2026
$4.1M
Defining the Role of HPV Integration Structures in HNSCC Molecular HeterogeneityR01DE032699 · NIDCR · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI John Chadwick Brenner, RYAN E MILLS · 2024 to 2026
$1.8M
Fund for Innovation in Cancer Informatics (ICI)National Institute of Dental and Craniofacial Research (NIDR) R01DE032699NIDCR NIH HHS R01 DE032699NIGMS NIH HHS T32 GM145470
6 · The paper itself

Abstract

Merkel cell carcinoma (MCC) is an aggressive disease with poor survival outcomes and increasing incidence. There is a clear and present need for enhanced understanding of cellular mechanisms of tumorigenesis, validation of robust genetic signatures predictive of aggressive disease, and novel informatics tools to simplify analysis of Merkel cell polyomavirus (MCPyV)-host genome interactions. Genomic DNA was harvested from 54 MCC tumors for exome sequencing and in-depth genetic profiling of a 226-gene panel. We further developed a robust informatics package (MCPyViewer) optimized for MCPyV integration site analysis with graphical output to simplify usability for end users. Finally, we assessed the prognostic impact of specific genetic signatures on MCC-specific survival in our cohort. Our study included 54 patients (n = 44 MCPyV positive), 11 (20.4%) of whom had died of MCC at last follow-up. Human genes altered at high frequency included LRP1B (n = 10, 18.5%), FAT1 (n = 9, 16.7%), KMT2D (n = 9, 16.7%), and RB1 (n = 7, 13.0%). In 36 of 44 (81.8%) MCPyV-positive tumors, we identified viral integration into the human genome with a median of two events per tumor. In six tumors, MCPyV integrated into Catalogue of Somatic Mutations in Cancer tier 1 or tier 2 cancer-related human genes. IMPLICATIONS: A combined genomics score incorporating tumor mutational burden and copy-number variation was strongly prognostic of MCC-specific survival controlling for lymph node metastases and tumor MCPyV status; thus, our study adds critical understanding to prognostic markers and tumorigenic mechanisms in MCC.

Indexed as

Carcinoma, Merkel CellSkin NeoplasmsAgedAged, 80 and overFemaleGenomicsHumansMaleMerkel cell polyomavirusMiddle AgedPrognosisProspective Studies

Identifiers

PMID40689859
PMCPMC12336863

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.