ReviewJAMA dermatology2020
Prognostic Gene Expression Profiling in Cutaneous Melanoma: Identifying the Knowledge Gaps and Assessing the Clinical Benefit.
Review in JAMA dermatology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 56 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
56 citing papers in PubMed, 1 synthesis or guideline pooled it, 91 citations in OpenAlex.
- Society for Immunotherapy of Cancer (SITC) clinical practice guideline on immunotherapy for the treatment of melanoma, version 3.0.Journal for immunotherapy of cancer · 2023Guideline
- Sentinel lymph node biopsy in melanoma: pathologic evaluation and diagnostic considerations.Journal of pathology and translational medicine · 2026Article
- Independent Dutch Validation Study of CP-GEP (Merlin Assay) for the Prediction of Nodal Metastasis and Long-Term Outcome in Patients with Primary Cutaneous Melanoma.Annals of surgical oncology · 2026Article
- Patterns and Predictors of Sentinel Lymph Node Biopsy Utilization in High- and Low-Risk Thin Melanomas.Annals of surgical oncology · 2026Article
- Evaluating LLMs in non-metastatic melanoma care: a comparative analysis.Frontiers in medicine · 2026Article
- Comprehensive Characterization and Prognostic Modeling of Efferocytosis-Related Genes in Cutaneous Melanoma.Journal of Cancer · 2026Article
- Research hotspots and trends of immunotherapy and melanoma: A bibliometric analysis during 2014-2024.Human vaccines & immunotherapeutics · 2025Article
- Cutaneous Melanoma Management-An Update and Narrative Review for the General Surgeon.ANZ journal of surgery · 2025Review
- Review
- Validation of Invasive Area for Predicting Sentinel Node Status and Survival in Primary Cutaneous Melanoma.Annals of surgical oncology · 2025Article
- Validation of risk prediction models for sentinel lymph node metastasis in melanoma in a high UV index region.JAAD international · 2025Article
- Mitochondrial proteome landscape unveils key insights into melanoma severity and treatment strategies.Cancer · 2025Article
- Spatial determinants of tumor cell dedifferentiation and plasticity in primary cutaneous melanoma.bioRxiv : the preprint server for biology · 2025Article
- Gene Signatures and Oncology Treatment Implications.Hematology/oncology clinics of North America · 2025Review
- Society of Surgical Oncology Consensus Statement: Assessing the Evidence for and Utility of Gene Expression Profiling of Primary Cutaneous Melanoma.Annals of surgical oncology · 2025Article
- Identification and validation of prognostic genes and prognostic models associated with cutaneous melanoma and integrative stress response.Frontiers in immunology · 2025Article
- The Role of Gene Expression Profiling in the Management of Cutaneous Squamous Cell Cancer: A Review.Cancers · 2024Review
- Article
- The Prognostic Value of the 31-Gene Expression Profile Test in Cutaneous Melanoma: A Systematic Review and Meta-Analysis.Cancers · 2024Review
- Gold nanostructures in melanoma: Advances in treatment, diagnosis, and theranostic applications.Heliyon · 2024Review
Corrections and comments
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Authors and funding
49 authors at 20 institutions in 2 countries.
Funding
Abstract
Importance: Use of prognostic gene expression profile (GEP) testing in cutaneous melanoma (CM) is rising despite a lack of endorsement as standard of care. Objective: To develop guidelines within the national Melanoma Prevention Working Group (MPWG) on integration of GEP testing into the management of patients with CM, including (1) review of published data using GEP tests, (2) definition of acceptable performance criteria, (3) current recommendations for use of GEP testing in clinical practice, and (4) considerations for future studies. Evidence Review: The MPWG members and other international melanoma specialists participated in 2 online surveys and then convened a summit meeting. Published data and meeting abstracts from 2015 to 2019 were reviewed. Findings: The MPWG members are optimistic about the future use of prognostic GEP testing to improve risk stratification and enhance clinical decision-making but acknowledge that current utility is limited by test performance in patients with stage I disease. Published studies of GEP testing have not evaluated results in the context of all relevant clinicopathologic factors or as predictors of regional nodal metastasis to replace sentinel lymph node biopsy (SLNB). The performance of GEP tests has generally been reported for small groups of patients representing particular tumor stages or in aggregate form, such that stage-specific performance cannot be ascertained, and without survival outcomes compared with data from the American Joint Committee on Cancer 8th edition melanoma staging system international database. There are significant challenges to performing clinical trials incorporating GEP testing with SLNB and adjuvant therapy. The MPWG members favor conducting retrospective studies that evaluate multiple GEP testing platforms on fully annotated archived samples before embarking on costly prospective studies and recommend avoiding routine use of GEP testing to direct patient management until prospective studies support their clinical utility. Conclusions and Relevance: More evidence is needed to support using GEP testing to inform recommendations regarding SLNB, intensity of follow-up or imaging surveillance, and postoperative adjuvant therapy. The MPWG recommends further research to assess the validity and clinical applicability of existing and emerging GEP tests. Decisions on performing GEP testing and patient management based on these results should only be made in the context of discussion of testing limitations with the patient or within a multidisciplinary group.
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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.