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Primary and Metastatic Cutaneous Melanomas Discriminately Enrich Several Ligand-Receptor Interactions
Introduction: Cutaneous melanoma remains a leading cancer with sobering post-metastasis mortality rates. To date, the ligand-receptor interactome of melanomas remains weakly studied despite applicability to anti-cancer drug discovery. Here we leverage established crosstalk methodologies to character...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9865490/ https://www.ncbi.nlm.nih.gov/pubmed/36676129 http://dx.doi.org/10.3390/life13010180 |
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author | Diaz, Michael J. Fadil, Angela Tran, Jasmine T. Batchu, Sai Root, Kevin T. Tran, Andrew X. Lucke-Wold, Brandon |
author_facet | Diaz, Michael J. Fadil, Angela Tran, Jasmine T. Batchu, Sai Root, Kevin T. Tran, Andrew X. Lucke-Wold, Brandon |
author_sort | Diaz, Michael J. |
collection | PubMed |
description | Introduction: Cutaneous melanoma remains a leading cancer with sobering post-metastasis mortality rates. To date, the ligand-receptor interactome of melanomas remains weakly studied despite applicability to anti-cancer drug discovery. Here we leverage established crosstalk methodologies to characterize important ligand-receptor pairs in primary and metastatic cutaneous melanoma. Methods: Bulk transcriptomic data, representing 470 cutaneous melanoma samples, was retrieved from the Broad Genome Data Analysis Center Firehose portal. Tumor and stroma compartments were computationally derived as a function of tumor purity estimates. Identification of preferential ligand-receptor interactions was achieved by relative crosstalk scoring of 1380 previously established pairs. Results: Metastatic cutaneous melanoma uniquely enriched PTH2-PTH1R for tumor-to-stroma signaling. The Human R-spondin ligand family was involved in 4 of the 15 top-scoring stroma-to-tumor interactions. Receptor ACVR2B was involved in 3 of the 15 top-scoring tumor-to-tumor interactions. Conclusions: Numerous gene-level differences in ligand-receptor crosstalk between primary and metastatic cutaneous melanomas. Further investigation of notable pairings is warranted. |
format | Online Article Text |
id | pubmed-9865490 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-98654902023-01-22 Primary and Metastatic Cutaneous Melanomas Discriminately Enrich Several Ligand-Receptor Interactions Diaz, Michael J. Fadil, Angela Tran, Jasmine T. Batchu, Sai Root, Kevin T. Tran, Andrew X. Lucke-Wold, Brandon Life (Basel) Brief Report Introduction: Cutaneous melanoma remains a leading cancer with sobering post-metastasis mortality rates. To date, the ligand-receptor interactome of melanomas remains weakly studied despite applicability to anti-cancer drug discovery. Here we leverage established crosstalk methodologies to characterize important ligand-receptor pairs in primary and metastatic cutaneous melanoma. Methods: Bulk transcriptomic data, representing 470 cutaneous melanoma samples, was retrieved from the Broad Genome Data Analysis Center Firehose portal. Tumor and stroma compartments were computationally derived as a function of tumor purity estimates. Identification of preferential ligand-receptor interactions was achieved by relative crosstalk scoring of 1380 previously established pairs. Results: Metastatic cutaneous melanoma uniquely enriched PTH2-PTH1R for tumor-to-stroma signaling. The Human R-spondin ligand family was involved in 4 of the 15 top-scoring stroma-to-tumor interactions. Receptor ACVR2B was involved in 3 of the 15 top-scoring tumor-to-tumor interactions. Conclusions: Numerous gene-level differences in ligand-receptor crosstalk between primary and metastatic cutaneous melanomas. Further investigation of notable pairings is warranted. MDPI 2023-01-08 /pmc/articles/PMC9865490/ /pubmed/36676129 http://dx.doi.org/10.3390/life13010180 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Brief Report Diaz, Michael J. Fadil, Angela Tran, Jasmine T. Batchu, Sai Root, Kevin T. Tran, Andrew X. Lucke-Wold, Brandon Primary and Metastatic Cutaneous Melanomas Discriminately Enrich Several Ligand-Receptor Interactions |
title | Primary and Metastatic Cutaneous Melanomas Discriminately Enrich Several Ligand-Receptor Interactions |
title_full | Primary and Metastatic Cutaneous Melanomas Discriminately Enrich Several Ligand-Receptor Interactions |
title_fullStr | Primary and Metastatic Cutaneous Melanomas Discriminately Enrich Several Ligand-Receptor Interactions |
title_full_unstemmed | Primary and Metastatic Cutaneous Melanomas Discriminately Enrich Several Ligand-Receptor Interactions |
title_short | Primary and Metastatic Cutaneous Melanomas Discriminately Enrich Several Ligand-Receptor Interactions |
title_sort | primary and metastatic cutaneous melanomas discriminately enrich several ligand-receptor interactions |
topic | Brief Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9865490/ https://www.ncbi.nlm.nih.gov/pubmed/36676129 http://dx.doi.org/10.3390/life13010180 |
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