Literature DB >> 19270649

Molecular classification of melanomas and nevi using gene expression microarray signatures and formalin-fixed and paraffin-embedded tissue.

Stephen S Koh1, Michael L Opel, Jia-Perng J Wei, Kenneth Yau, Rashmi Shah, Mercedes E Gorre, Eric Whitman, Paul K Shitabata, Yong Tao, Alistair J Cochran, Payam Abrishami, Scott W Binder.   

Abstract

Melanoma may be difficult to identify histologically and relatively high rates of misdiagnosis leads to many malpractice claims. Currently separation of melanomas from nevi is based primarily on light microscopic interpretation of hematoxylin and eosin stained sections with limited assistance from immunohistology. To increase the accuracy of discrimination of benign and malignant melanocytic lesions we identified DNA microarray-derived gene expression profiles of different melanocytic lesions and evaluated the performance of these gene signatures as molecular diagnostic tools in the molecular classification and separation of melanomas and nevi. Melanocyte-derived cells were isolated by laser capture microdissection from 165 formalin-fixed and paraffin-embedded melanocytic nevi and melanoma tissue sections. RNA was isolated, amplified, labeled, and hybridized to a custom DNA microarray. In all 120 samples were used to identify differentially expressed genes and generate a gene expression classifier capable of distinguishing between melanomas and nevi. These classifiers were tested by the leave-one-out method and in a blinded study. RT-PCR verified the results. Unsupervised hierarchical clustering identified two distinct lesional groups that closely correlated with the histopathologically identified melanomas and nevi. Analysis of gene expression levels identified 36 significant differentially expressed genes. In comparison with nevi, melanomas expressed higher levels of genes promoting signal transduction, transcription, and cell growth. In contrast, expression of L1CAM (homolog) was reduced in melanomas relative to nevi. Genes differentially expressed in melanomas and nevi, on the basis of molecular signal, sub classified a group of unknown melanocytic lesions as melanomas or nevi and had high concordance rates with histopathology. Gene signatures established using DNA microarray gene expression profiling can distinguish melanomas from nevi, indicating the feasibility of using molecular classification as a supplement to standard histology. Our successful use of a standard formalin-fixed and paraffin-embedded tissue further supports the practicability of combining molecular diagnostic testing with histopathology in evaluation of difficult melanocytic lesions.

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Year:  2009        PMID: 19270649     DOI: 10.1038/modpathol.2009.8

Source DB:  PubMed          Journal:  Mod Pathol        ISSN: 0893-3952            Impact factor:   7.842


  16 in total

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Authors:  Min Li; Gordon Y C Cheung; Jinhui Hu; Decheng Wang; Hwang-Soo Joo; Frank R Deleo; Michael Otto
Journal:  J Infect Dis       Date:  2010-11-04       Impact factor: 5.226

2.  Future perspectives in melanoma research: meeting report from the "Melanoma Bridge", Napoli, December 5th-8th 2013.

Authors:  Paolo A Ascierto; Antonio M Grimaldi; Ana Carrizosa Anderson; Carlo Bifulco; Alistair Cochran; Claus Garbe; Alexander M Eggermont; Mark Faries; Soldano Ferrone; Jeffrey E Gershenwald; Thomas F Gajewski; Ruth Halaban; F Stephen Hodi; Richard Kefford; John M Kirkwood; James Larkin; Sancy Leachman; Michele Maio; Richard Marais; Giuseppe Masucci; Ignacio Melero; Giuseppe Palmieri; Igor Puzanov; Antoni Ribas; Yvonne Saenger; Bastian Schilling; Barbara Seliger; David Stroncek; Ryan Sullivan; Alessandro Testori; Ena Wang; Gennaro Ciliberto; Nicola Mozzillo; Francesco M Marincola; Magdalena Thurin
Journal:  J Transl Med       Date:  2014-10-28       Impact factor: 5.531

3.  The role of osteopontin expression in melanoma progression.

Authors:  Timea Kiss; Szilvia Ecsedi; Laura Vizkeleti; Viktoria Koroknai; Gabriella Emri; Nora Kovács; Roza Adany; Margit Balazs
Journal:  Tumour Biol       Date:  2015-05-07

4.  Identification of a Robust Methylation Classifier for Cutaneous Melanoma Diagnosis.

Authors:  Kathleen Conway; Sharon N Edmiston; Joel S Parker; Pei Fen Kuan; Yi-Hsuan Tsai; Pamela A Groben; Daniel C Zedek; Glynis A Scott; Eloise A Parrish; Honglin Hao; Michelle V Pearlstein; Jill S Frank; Craig C Carson; Matthew D Wilkerson; Xiaobei Zhao; Nathaniel A Slater; Stergios J Moschos; David W Ollila; Nancy E Thomas
Journal:  J Invest Dermatol       Date:  2018-12-06       Impact factor: 8.551

5.  The role of CCND1 alterations during the progression of cutaneous malignant melanoma.

Authors:  Laura Vízkeleti; Szilvia Ecsedi; Zsuzsa Rákosy; Adrienn Orosz; Viktória Lázár; Gabriella Emri; Viktória Koroknai; Tímea Kiss; Róza Ádány; Margit Balázs
Journal:  Tumour Biol       Date:  2012-09-23

6.  Digital gene expression analysis might aid in the diagnosis of thyroid cancer.

Authors:  H Armanious; B Adam; D Meunier; K Formenti; I Izevbaye
Journal:  Curr Oncol       Date:  2020-05-01       Impact factor: 3.677

7.  Intragraft Molecular Pathways Associated with Tolerance Induction in Renal Transplantation.

Authors:  Lorenzo Gallon; James M Mathew; Sai Vineela Bontha; Catherine I Dumur; Pranav Dalal; Lakshmi Nadimpalli; Daniel G Maluf; Aneesha A Shetty; Suzanne T Ildstad; Joseph R Leventhal; Valeria R Mas
Journal:  J Am Soc Nephrol       Date:  2017-11-30       Impact factor: 10.121

8.  Capturing the finer points of gene expression in psoriasis: beaming in on the CCL19/CCR7 axis.

Authors:  Laure Rittié; James T Elder
Journal:  J Invest Dermatol       Date:  2012-06       Impact factor: 8.551

9.  Molecular dermatopathology in malignant melanoma.

Authors:  Marie-Annick Reginster; Claudine Pierard-Franchimont; Gérald E Piérard; Pascale Quatresooz
Journal:  Dermatol Res Pract       Date:  2011-10-20

10.  Integrative genomics identifies gene signature associated with melanoma ulceration.

Authors:  Zsuzsa Rakosy; Szilvia Ecsedi; Reka Toth; Laura Vizkeleti; Hector Hernandez-Vargas; Hector Herandez-Vargas; Viktoria Lazar; Gabriella Emri; Istvan Szatmari; Zdenko Herceg; Roza Adany; Margit Balazs
Journal:  PLoS One       Date:  2013-01-30       Impact factor: 3.240

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