Transcriptome-Guided Drug Repurposing for Aggressive SCCs
Despite a significant rise in the incidence of cutaneous squamous cell carcinoma (SCC) in recent years, most SCCs are well treatable. However, against the background of pre-existing risk factors such as immunosuppression upon organ transplantation, or conditions such as recessive dystrophic epidermo...
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Published in | International journal of molecular sciences Vol. 23; no. 2; p. 1007 |
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Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
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MDPI AG
17.01.2022
MDPI |
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ISSN | 1422-0067 1661-6596 1422-0067 |
DOI | 10.3390/ijms23021007 |
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Abstract | Despite a significant rise in the incidence of cutaneous squamous cell carcinoma (SCC) in recent years, most SCCs are well treatable. However, against the background of pre-existing risk factors such as immunosuppression upon organ transplantation, or conditions such as recessive dystrophic epidermolysis bullosa (RDEB), SCCs arise more frequently and follow a particularly aggressive course. Notably, such SCC types display molecular similarities, despite their differing etiologies. We leveraged the similarities in transcriptomes between tumors from organ transplant recipients and RDEB-patients, augmented with data from more common head and neck (HN)-SCCs, to identify drugs that can be repurposed to treat these SCCs. The in silico approach used is based on the assumption that SCC-derived transcriptome profiles reflect critical tumor pathways that, if reversed towards healthy tissue, will attenuate the malignant phenotype. We determined tumor-specific signatures based on differentially expressed genes, which were then used to mine drug-perturbation data. By leveraging recent efforts in the systematic profiling and cataloguing of thousands of small molecule compounds, we identified drugs including selumetinib that specifically target key molecules within the MEK signaling cascade, representing candidates with the potential to be effective in the treatment of these rare and aggressive SCCs. |
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AbstractList | Despite a significant rise in the incidence of cutaneous squamous cell carcinoma (SCC) in recent years, most SCCs are well treatable. However, against the background of pre-existing risk factors such as immunosuppression upon organ transplantation, or conditions such as recessive dystrophic epidermolysis bullosa (RDEB), SCCs arise more frequently and follow a particularly aggressive course. Notably, such SCC types display molecular similarities, despite their differing etiologies. We leveraged the similarities in transcriptomes between tumors from organ transplant recipients and RDEB-patients, augmented with data from more common head and neck (HN)-SCCs, to identify drugs that can be repurposed to treat these SCCs. The in silico approach used is based on the assumption that SCC-derived transcriptome profiles reflect critical tumor pathways that, if reversed towards healthy tissue, will attenuate the malignant phenotype. We determined tumor-specific signatures based on differentially expressed genes, which were then used to mine drug-perturbation data. By leveraging recent efforts in the systematic profiling and cataloguing of thousands of small molecule compounds, we identified drugs including selumetinib that specifically target key molecules within the MEK signaling cascade, representing candidates with the potential to be effective in the treatment of these rare and aggressive SCCs. Despite a significant rise in the incidence of cutaneous squamous cell carcinoma (SCC) in recent years, most SCCs are well treatable. However, against the background of pre-existing risk factors such as immunosuppression upon organ transplantation, or conditions such as recessive dystrophic epidermolysis bullosa (RDEB), SCCs arise more frequently and follow a particularly aggressive course. Notably, such SCC types display molecular similarities, despite their differing etiologies. We leveraged the similarities in transcriptomes between tumors from organ transplant recipients and RDEB-patients, augmented with data from more common head and neck (HN)-SCCs, to identify drugs that can be repurposed to treat these SCCs. The in silico approach used is based on the assumption that SCC-derived transcriptome profiles reflect critical tumor pathways that, if reversed towards healthy tissue, will attenuate the malignant phenotype. We determined tumor-specific signatures based on differentially expressed genes, which were then used to mine drug-perturbation data. By leveraging recent efforts in the systematic profiling and cataloguing of thousands of small molecule compounds, we identified drugs including selumetinib that specifically target key molecules within the MEK signaling cascade, representing candidates with the potential to be effective in the treatment of these rare and aggressive SCCs.Despite a significant rise in the incidence of cutaneous squamous cell carcinoma (SCC) in recent years, most SCCs are well treatable. However, against the background of pre-existing risk factors such as immunosuppression upon organ transplantation, or conditions such as recessive dystrophic epidermolysis bullosa (RDEB), SCCs arise more frequently and follow a particularly aggressive course. Notably, such SCC types display molecular similarities, despite their differing etiologies. We leveraged the similarities in transcriptomes between tumors from organ transplant recipients and RDEB-patients, augmented with data from more common head and neck (HN)-SCCs, to identify drugs that can be repurposed to treat these SCCs. The in silico approach used is based on the assumption that SCC-derived transcriptome profiles reflect critical tumor pathways that, if reversed towards healthy tissue, will attenuate the malignant phenotype. We determined tumor-specific signatures based on differentially expressed genes, which were then used to mine drug-perturbation data. By leveraging recent efforts in the systematic profiling and cataloguing of thousands of small molecule compounds, we identified drugs including selumetinib that specifically target key molecules within the MEK signaling cascade, representing candidates with the potential to be effective in the treatment of these rare and aggressive SCCs. |
Author | Ablinger, Michael Koller, Ulrich Wimmer, Monika Guttmann-Gruber, Christina Zauner, Roland Piñón Hofbauer, Josefina Bauer, Johann W. Dorfer, Sonja Wally, Verena |
AuthorAffiliation | 1 EB House Austria, Research Program for Molecular Therapy of Genodermatoses, Department of Dermatology and Allergology, University Hospital of the Paracelsus Medical University Salzburg, 5020 Salzburg, Austria; mo.wimmer@crcs.at (M.W.); so.dorfer@crcs.at (S.D.); m.ablinger@salk.at (M.A.); u.koller@salk.at (U.K.); j.d.pinon@salk.at (J.P.H.); c.gruber@salk.at (C.G.-G.); joh.bauer@salk.at (J.W.B.); v.wally@salk.at (V.W.) 2 Department of Dermatology and Allergology, University Hospital of the Paracelsus Medical University, 5020 Salzburg, Austria |
AuthorAffiliation_xml | – name: 2 Department of Dermatology and Allergology, University Hospital of the Paracelsus Medical University, 5020 Salzburg, Austria – name: 1 EB House Austria, Research Program for Molecular Therapy of Genodermatoses, Department of Dermatology and Allergology, University Hospital of the Paracelsus Medical University Salzburg, 5020 Salzburg, Austria; mo.wimmer@crcs.at (M.W.); so.dorfer@crcs.at (S.D.); m.ablinger@salk.at (M.A.); u.koller@salk.at (U.K.); j.d.pinon@salk.at (J.P.H.); c.gruber@salk.at (C.G.-G.); joh.bauer@salk.at (J.W.B.); v.wally@salk.at (V.W.) |
Author_xml | – sequence: 1 givenname: Roland surname: Zauner fullname: Zauner, Roland – sequence: 2 givenname: Monika surname: Wimmer fullname: Wimmer, Monika – sequence: 3 givenname: Sonja surname: Dorfer fullname: Dorfer, Sonja – sequence: 4 givenname: Michael surname: Ablinger fullname: Ablinger, Michael – sequence: 5 givenname: Ulrich orcidid: 0000-0002-6285-1789 surname: Koller fullname: Koller, Ulrich – sequence: 6 givenname: Josefina orcidid: 0000-0002-8558-9031 surname: Piñón Hofbauer fullname: Piñón Hofbauer, Josefina – sequence: 7 givenname: Christina orcidid: 0000-0001-8232-5068 surname: Guttmann-Gruber fullname: Guttmann-Gruber, Christina – sequence: 8 givenname: Johann W. surname: Bauer fullname: Bauer, Johann W. – sequence: 9 givenname: Verena orcidid: 0000-0001-8705-3890 surname: Wally fullname: Wally, Verena |
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Keywords | organ transplant recipients drug repurposing epidermolysis bullosa squamous cell carcinoma |
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SubjectTerms | Antineoplastic Agents - pharmacology Antineoplastic Agents - therapeutic use Cancer therapies Carcinoma, Squamous Cell - drug therapy Carcinoma, Squamous Cell - etiology Carcinoma, Squamous Cell - genetics Computational Biology - methods Data Mining Datasets Drug Repositioning Drugs Epidermolysis Bullosa Dystrophica - complications Epidermolysis Bullosa Dystrophica - genetics Gene expression Gene Expression Profiling Gene Expression Regulation, Neoplastic - drug effects Gene Regulatory Networks - drug effects Growth factors Human papillomavirus Humans Immunocompetence Kinases Metastasis Mutation Organ Transplantation - adverse effects Proteins RNA-Seq Skin Neoplasms - drug therapy Skin Neoplasms - etiology Skin Neoplasms - genetics Tumors |
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