Expression profile of skin papillomas with high cancer risk displays a unique genetic signature that clusters with squamous cell carcinomas and predicts risk for malignant conversion
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Darwiche, N.
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机构:Penn State Univ, Ctr Mol Toxicol & Carcinogenesis, Dept Vet & Biomed Sci, University Pk, PA 16801 USA
Darwiche, N.
Ryscavage, A.
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机构:Penn State Univ, Ctr Mol Toxicol & Carcinogenesis, Dept Vet & Biomed Sci, University Pk, PA 16801 USA
Ryscavage, A.
Perez-Lorenzo, R.
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机构:Penn State Univ, Ctr Mol Toxicol & Carcinogenesis, Dept Vet & Biomed Sci, University Pk, PA 16801 USA
Perez-Lorenzo, R.
Wright, L.
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机构:Penn State Univ, Ctr Mol Toxicol & Carcinogenesis, Dept Vet & Biomed Sci, University Pk, PA 16801 USA
Wright, L.
Bae, D-S
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机构:Penn State Univ, Ctr Mol Toxicol & Carcinogenesis, Dept Vet & Biomed Sci, University Pk, PA 16801 USA
Bae, D-S
Hennings, H.
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机构:Penn State Univ, Ctr Mol Toxicol & Carcinogenesis, Dept Vet & Biomed Sci, University Pk, PA 16801 USA
Hennings, H.
Yuspa, S. H.
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机构:Penn State Univ, Ctr Mol Toxicol & Carcinogenesis, Dept Vet & Biomed Sci, University Pk, PA 16801 USA
Yuspa, S. H.
Glick, A. B.
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Penn State Univ, Ctr Mol Toxicol & Carcinogenesis, Dept Vet & Biomed Sci, University Pk, PA 16801 USAPenn State Univ, Ctr Mol Toxicol & Carcinogenesis, Dept Vet & Biomed Sci, University Pk, PA 16801 USA
Glick, A. B.
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机构:
[1] Penn State Univ, Ctr Mol Toxicol & Carcinogenesis, Dept Vet & Biomed Sci, University Pk, PA 16801 USA
Chemical induction of squamous tumors in the mouse skin induces multiple benign papillomas: high-frequency terminally benign low-risk papillomas and low-frequency high-risk papillomas, the putative precursor lesions to squamous cell carcinoma (SCC). We have compared the gene expression profile of twenty different early low- and high-risk papillomas with normal skin and SCC. Unsupervised clustering of 514 differentially expressed genes (P<0.001) showed that 9/10 high-risk papillomas clustered with SCC, while 1/10 clustered with low-risk papillomas, and this correlated with keratin markers of tumor progression. Prediction analysis for microarrays (PAM) identified 87 genes that distinguished the two papilloma classes, and a majority of these had a similar expression pattern in both high-risk papillomas and SCC. Additional classifier algorithms generated a gene list that correctly classified unknown benign tumors as low- or high-risk concordant with promotion protocol and keratin profiling. Reduced expression of immune function genes characterized the high-risk papillomas and SCC. Immunohistochemistry confirmed reduced T-cell number in high-risk papillomas, suggesting that reduced adaptive immunity defines papillomas that progress to SCC. These results demonstrate that murine premalignant lesions can be segregated into subgroups; by gene expression patterns that correlate with risk for malignant conversion, and suggest a paradigm for generating diagnostic biomarkers for human premalignant lesions with unknown individual risk for malignant conversion.