Literature DB >> 19332774

A multi-marker assay to distinguish malignant melanomas from benign nevi.

Mohammed Kashani-Sabet1, Javier Rangel, Sima Torabian, Mehdi Nosrati, Jeff Simko, David M Jablons, Dan H Moore, Chris Haqq, James R Miller, Richard W Sagebiel.   

Abstract

The histopathological diagnosis of melanoma can be challenging. No currently used molecular markers accurately distinguish between nevus and melanoma. Recent transcriptome analyses have shown the differential expression of several genes in melanoma progression. Here, we describe a multi-marker diagnostic assay using 5 markers (ARPC2, FN1, RGS1, SPP1, and WNT2) overexpressed in melanomas. Immunohistochemical marker expression was analyzed in 693 melanocytic neoplasms comprising a training set (tissue microarray of 534 melanomas and nevi), and 4 independent validation sets: tissue sections of melanoma arising in a nevus; dysplastic nevi; Spitz nevi; and misdiagnosed melanocytic neoplasms. Both intensity and pattern of expression were scored for each marker. Based on the differential expression of these 5 markers between nevi and melanomas in the training set, a diagnostic algorithm was obtained. Using this algorithm, the lesions in the validation sets were diagnosed as nevus or melanoma, and the results were compared with the known histological diagnoses. Both the intensity and pattern of expression of each marker were significantly different in melanomas compared to nevi. The diagnostic algorithm exploiting these differences achieved a specificity of 95% and a sensitivity of 91% in the training set. In the validation sets, the multi-marker assay correctly diagnosed a high percentage of melanomas arising in a nevus, Spitz nevi, dysplastic nevi, and misdiagnosed lesions. The multi-marker assay described here can aid in the diagnosis of melanoma.

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Year:  2009        PMID: 19332774      PMCID: PMC2662963          DOI: 10.1073/pnas.0901185106

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  25 in total

1.  S100A6 preferentially labels type C nevus cells and nevic corpuscles: additional support for Schwannian differentiation of intradermal nevi.

Authors:  D R Fullen; J A Reed; B Finnerty; N S McNutt
Journal:  J Cutan Pathol       Date:  2001-09       Impact factor: 1.587

2.  Gene expression profiling predicts clinical outcome of breast cancer.

Authors:  Laura J van 't Veer; Hongyue Dai; Marc J van de Vijver; Yudong D He; Augustinus A M Hart; Mao Mao; Hans L Peterse; Karin van der Kooy; Matthew J Marton; Anke T Witteveen; George J Schreiber; Ron M Kerkhoven; Chris Roberts; Peter S Linsley; René Bernards; Stephen H Friend
Journal:  Nature       Date:  2002-01-31       Impact factor: 49.962

3.  Osteopontin induces nuclear factor kappa B-mediated promatrix metalloproteinase-2 activation through I kappa B alpha /IKK signaling pathways, and curcumin (diferulolylmethane) down-regulates these pathways.

Authors:  Subha Philip; Gopal C Kundu
Journal:  J Biol Chem       Date:  2002-12-07       Impact factor: 5.157

4.  Osteopontin stimulates tumor growth and activation of promatrix metalloproteinase-2 through nuclear factor-kappa B-mediated induction of membrane type 1 matrix metalloproteinase in murine melanoma cells.

Authors:  S Philip; A Bulbule; G C Kundu
Journal:  J Biol Chem       Date:  2001-09-19       Impact factor: 5.157

5.  Microphthalmia transcription factor expression in cutaneous benign, malignant melanocytic, and nonmelanocytic tumors.

Authors:  R King; P B Googe; K N Weilbaecher; M C Mihm; D E Fisher
Journal:  Am J Surg Pathol       Date:  2001-01       Impact factor: 6.394

6.  Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling.

Authors:  A A Alizadeh; M B Eisen; R E Davis; C Ma; I S Lossos; A Rosenwald; J C Boldrick; H Sabet; T Tran; X Yu; J I Powell; L Yang; G E Marti; T Moore; J Hudson; L Lu; D B Lewis; R Tibshirani; G Sherlock; W C Chan; T C Greiner; D D Weisenburger; J O Armitage; R Warnke; R Levy; W Wilson; M R Grever; J C Byrd; D Botstein; P O Brown; L M Staudt
Journal:  Nature       Date:  2000-02-03       Impact factor: 49.962

7.  Inter-observer variation in the histopathological diagnosis of clinically suspicious pigmented skin lesions.

Authors:  Lieve Brochez; Evelien Verhaeghe; Edouard Grosshans; Eckhart Haneke; Gérald Piérard; Dirk Ruiter; Jean-Marie Naeyaert
Journal:  J Pathol       Date:  2002-04       Impact factor: 7.996

8.  Pitfalls in the diagnosis of malignant melanoma: findings of a risk management panel study.

Authors:  David B Troxel
Journal:  Am J Surg Pathol       Date:  2003-09       Impact factor: 6.394

9.  A gene-expression signature as a predictor of survival in breast cancer.

Authors:  Marc J van de Vijver; Yudong D He; Laura J van't Veer; Hongyue Dai; Augustinus A M Hart; Dorien W Voskuil; George J Schreiber; Johannes L Peterse; Chris Roberts; Matthew J Marton; Mark Parrish; Douwe Atsma; Anke Witteveen; Annuska Glas; Leonie Delahaye; Tony van der Velde; Harry Bartelink; Sjoerd Rodenhuis; Emiel T Rutgers; Stephen H Friend; René Bernards
Journal:  N Engl J Med       Date:  2002-12-19       Impact factor: 91.245

10.  NF-kappa B in the vascular progression of melanoma.

Authors:  Mohammed Kashani-Sabet; Ladan Shaikh; James R Miller; Mehdi Nosrati; Carlos M M Ferreira; Robert J Debs; Richard W Sagebiel
Journal:  J Clin Oncol       Date:  2004-02-15       Impact factor: 44.544

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  39 in total

1.  An empirical assessment of validation practices for molecular classifiers.

Authors:  Peter J Castaldi; Issa J Dahabreh; John P A Ioannidis
Journal:  Brief Bioinform       Date:  2011-02-07       Impact factor: 11.622

2.  Attenuation of mouse melanoma by A/C magnetic field after delivery of bi-magnetic nanoparticles by neural progenitor cells.

Authors:  Raja Shekar Rachakatla; Sivasai Balivada; Gwi-Moon Seo; Carl B Myers; Hongwang Wang; Thilani N Samarakoon; Raj Dani; Marla Pyle; Franklin O Kroh; Brandon Walker; Xiaoxuan Leaym; Olga B Koper; Viktor Chikan; Stefan H Bossmann; Masaaki Tamura; Deryl L Troyer
Journal:  ACS Nano       Date:  2010-11-08       Impact factor: 15.881

3.  Protein analytical assays for diagnosing, monitoring, and choosing treatment for cancer patients.

Authors:  Alicia D Powers; Sean P Palecek
Journal:  J Healthc Eng       Date:  2012-12       Impact factor: 2.682

Review 4.  Immune-phenotypical markers for the differential diagnosis of melanocytic lesions.

Authors:  Gerardo Botti; Laura Marra; Annamaria Anniciello; Giosuè Scognamiglio; Vincenzo Gigantino; Monica Cantile
Journal:  Int J Clin Exp Pathol       Date:  2015-09-01

5.  Tumor Cell Adhesion As a Risk Factor for Sentinel Lymph Node Metastasis in Primary Cutaneous Melanoma.

Authors:  Alexander Meves; Ekaterina Nikolova; Joel B Heim; Edwin J Squirewell; Mark A Cappel; Mark R Pittelkow; Clark C Otley; Nille Behrendt; Ditte M Saunte; Jorgen Lock-Andersen; Louis A Schenck; Amy L Weaver; Vera J Suman
Journal:  J Clin Oncol       Date:  2015-07-06       Impact factor: 44.544

6.  ProbFAST: Probabilistic functional analysis system tool.

Authors:  Israel T Silva; Ricardo Z N Vêncio; Thiago Y K Oliveira; Greice A Molfetta; Wilson A Silva
Journal:  BMC Bioinformatics       Date:  2010-03-30       Impact factor: 3.169

7.  A multimarker prognostic assay for primary cutaneous melanoma.

Authors:  Mohammed Kashani-Sabet; Suraj Venna; Mehdi Nosrati; Javier Rangel; Antje Sucker; Friederike Egberts; Frederick L Baehner; Jeff Simko; Stanley P L Leong; Chris Haqq; Axel Hauschild; Dirk Schadendorf; James R Miller; Richard W Sagebiel
Journal:  Clin Cancer Res       Date:  2009-11-03       Impact factor: 12.531

8.  Promoter CpG island hypermethylation in dysplastic nevus and melanoma: CLDN11 as an epigenetic biomarker for malignancy.

Authors:  Linda Gao; Karin van den Hurk; Peter T M Moerkerk; Jelle J Goeman; Samuel Beck; Nelleke A Gruis; Joost J van den Oord; Véronique J Winnepenninckx; Manon van Engeland; Remco van Doorn
Journal:  J Invest Dermatol       Date:  2014-07-07       Impact factor: 8.551

9.  Emerging concepts in biomarker discovery; the US-Japan Workshop on Immunological Molecular Markers in Oncology.

Authors:  Hideaki Tahara; Marimo Sato; Magdalena Thurin; Ena Wang; Lisa H Butterfield; Mary L Disis; Bernard A Fox; Peter P Lee; Samir N Khleif; Jon M Wigginton; Stefan Ambs; Yasunori Akutsu; Damien Chaussabel; Yuichiro Doki; Oleg Eremin; Wolf Hervé Fridman; Yoshihiko Hirohashi; Kohzoh Imai; James Jacobson; Masahisa Jinushi; Akira Kanamoto; Mohammed Kashani-Sabet; Kazunori Kato; Yutaka Kawakami; John M Kirkwood; Thomas O Kleen; Paul V Lehmann; Lance Liotta; Michael T Lotze; Michele Maio; Anatoli Malyguine; Giuseppe Masucci; Hisahiro Matsubara; Shawmarie Mayrand-Chung; Kiminori Nakamura; Hiroyoshi Nishikawa; A Karolina Palucka; Emanuel F Petricoin; Zoltan Pos; Antoni Ribas; Licia Rivoltini; Noriyuki Sato; Hiroshi Shiku; Craig L Slingluff; Howard Streicher; David F Stroncek; Hiroya Takeuchi; Minoru Toyota; Hisashi Wada; Xifeng Wu; Julia Wulfkuhle; Tomonori Yaguchi; Benjamin Zeskind; Yingdong Zhao; Mai-Britt Zocca; Francesco M Marincola
Journal:  J Transl Med       Date:  2009-06-17       Impact factor: 5.531

Review 10.  Main roads to melanoma.

Authors:  Giuseppe Palmieri; Mariaelena Capone; Maria Libera Ascierto; Giusy Gentilcore; David F Stroncek; Milena Casula; Maria Cristina Sini; Marco Palla; Nicola Mozzillo; Paolo A Ascierto
Journal:  J Transl Med       Date:  2009-10-14       Impact factor: 5.531

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