Evidence map›Paper›PMID 17129373›Full record

ArticleJournal of translational medicine2006

A gene expression signature associated with survival in metastatic melanoma.

Susanna Mandruzzato, Andrea Callegaro, Gianluca Turcatel, Samuela Francescato, Maria C Montesco, Vanna Chiarion-Sileni, Simone Mocellin, Carlo R Rossi, Silvio Bicciato, Ena Wang and 2 more

Open access · goldAbstract read
In one paragraph

Article in Journal of translational medicine, 2006. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
44citing papers in PubMed, 1 pooled it
3.5field-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

44 citing papers in PubMed, 1 synthesis or guideline pooled it, 112 citations in OpenAlex.

  1. Pooled it
  2. AnInternational journal of molecular sciences · 2025
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  6. The mechanobiome: a goldmine for cancer therapeutics.American journal of physiology. Cell physiology · 2021
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  17. Tissue prognostic biomarkers in primary cutaneous melanoma.Virchows Archiv : an international journal of pathology · 2014
    Review
  18. Article
  19. Article
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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

12 authors at 3 institutions in 2 countries.

Susanna MandruzzatoOncology Section, Department of Oncological and Surgical Sciences, University of Padova, Padova, Italy. susanna.mandruzzato@unipd.it
Andrea Callegaro
Gianluca Turcatel
Samuela Francescato
Maria C Montesco
Vanna Chiarion-Sileni
Simone Mocellin
Carlo R Rossi
Silvio Bicciato
Ena Wang
Francesco M Marincola
Paola Zanovello
University of Padua · ITIstituto Oncologico Veneto · ITNational Institutes of Health Clinical Center · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCurrent clinical and histopathological criteria used to define the prognosis of melanoma patients are inadequate for accurate prediction of clinical outcome. We investigated whether genome screening by means of high-throughput gene microarray might provide clinically useful information on patient survival.

methodsForty-three tumor tissues from 38 patients with stage III and stage IV melanoma were profiled with a 17,500 element cDNA microarray. Expression data were analyzed using significance analysis of microarrays (SAM) to identify genes associated with patient survival, and supervised principal components (SPC) to determine survival prediction.

resultsSAM analysis revealed a set of 80 probes, corresponding to 70 genes, associated with survival, i.e. 45 probes characterizing longer and 35 shorter survival times, respectively. These transcripts were included in a survival prediction model designed using SPC and cross-validation which allowed identifying 30 predicting probes out of the 80 associated with survival.

conclusionThe longer-survival group of genes included those expressed in immune cells, both innate and acquired, confirming the interplay between immunological mechanisms and the natural history of melanoma. Genes linked to immune cells were totally lacking in the poor-survival group, which was instead associated with a number of genes related to highly proliferative and invasive tumor cells.

Identifiers

PMID17129373
PMCPMC1697826
OpenAlexW2104843167

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.