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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...

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Autores principales: Diaz, Michael J., Fadil, Angela, Tran, Jasmine T., Batchu, Sai, Root, Kevin T., Tran, Andrew X., Lucke-Wold, Brandon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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