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Single-cell analysis of human basal cell carcinoma reveals novel regulators of tumor growth and the tumor microenvironment
How basal cell carcinoma (BCC) interacts with its tumor microenvironment to promote growth is unclear. We use singe-cell RNA sequencing to define the human BCC ecosystem and discriminate between normal and malignant epithelial cells. We identify spatial biomarkers of tumors and their surrounding str...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for the Advancement of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9187229/ https://www.ncbi.nlm.nih.gov/pubmed/35687691 http://dx.doi.org/10.1126/sciadv.abm7981 |
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author | Guerrero-Juarez, Christian F. Lee, Gun Ho Liu, Yingzi Wang, Shuxiong Karikomi, Matthew Sha, Yutong Chow, Rachel Y. Nguyen, Tuyen T. L. Iglesias, Venus Sosa Aasi, Sumaira Drummond, Michael L. Nie, Qing Sarin, Kavita Atwood, Scott X. |
author_facet | Guerrero-Juarez, Christian F. Lee, Gun Ho Liu, Yingzi Wang, Shuxiong Karikomi, Matthew Sha, Yutong Chow, Rachel Y. Nguyen, Tuyen T. L. Iglesias, Venus Sosa Aasi, Sumaira Drummond, Michael L. Nie, Qing Sarin, Kavita Atwood, Scott X. |
author_sort | Guerrero-Juarez, Christian F. |
collection | PubMed |
description | How basal cell carcinoma (BCC) interacts with its tumor microenvironment to promote growth is unclear. We use singe-cell RNA sequencing to define the human BCC ecosystem and discriminate between normal and malignant epithelial cells. We identify spatial biomarkers of tumors and their surrounding stroma that reinforce the heterogeneity of each tissue type. Combining pseudotime, RNA velocity–PAGA, cellular entropy, and regulon analysis in stromal cells reveals a cancer-specific rewiring of fibroblasts, where STAT1, TGF-β, and inflammatory signals induce a noncanonical WNT5A program that maintains the stromal inflammatory state. Cell-cell communication modeling suggests that tumors respond to the sudden burst of fibroblast-specific inflammatory signaling pathways by producing heat shock proteins, whose expression we validated in situ. Last, dose-dependent treatment with an HSP70 inhibitor suppresses in vitro vismodegib-resistant BCC cell growth, Hedgehog signaling, and in vivo tumor growth in a BCC mouse model, validating HSP70’s essential role in tumor growth and reinforcing the critical nature of tumor microenvironment cross-talk in BCC progression. |
format | Online Article Text |
id | pubmed-9187229 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Association for the Advancement of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-91872292022-06-21 Single-cell analysis of human basal cell carcinoma reveals novel regulators of tumor growth and the tumor microenvironment Guerrero-Juarez, Christian F. Lee, Gun Ho Liu, Yingzi Wang, Shuxiong Karikomi, Matthew Sha, Yutong Chow, Rachel Y. Nguyen, Tuyen T. L. Iglesias, Venus Sosa Aasi, Sumaira Drummond, Michael L. Nie, Qing Sarin, Kavita Atwood, Scott X. Sci Adv Biomedicine and Life Sciences How basal cell carcinoma (BCC) interacts with its tumor microenvironment to promote growth is unclear. We use singe-cell RNA sequencing to define the human BCC ecosystem and discriminate between normal and malignant epithelial cells. We identify spatial biomarkers of tumors and their surrounding stroma that reinforce the heterogeneity of each tissue type. Combining pseudotime, RNA velocity–PAGA, cellular entropy, and regulon analysis in stromal cells reveals a cancer-specific rewiring of fibroblasts, where STAT1, TGF-β, and inflammatory signals induce a noncanonical WNT5A program that maintains the stromal inflammatory state. Cell-cell communication modeling suggests that tumors respond to the sudden burst of fibroblast-specific inflammatory signaling pathways by producing heat shock proteins, whose expression we validated in situ. Last, dose-dependent treatment with an HSP70 inhibitor suppresses in vitro vismodegib-resistant BCC cell growth, Hedgehog signaling, and in vivo tumor growth in a BCC mouse model, validating HSP70’s essential role in tumor growth and reinforcing the critical nature of tumor microenvironment cross-talk in BCC progression. American Association for the Advancement of Science 2022-06-10 /pmc/articles/PMC9187229/ /pubmed/35687691 http://dx.doi.org/10.1126/sciadv.abm7981 Text en Copyright © 2022 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution License 4.0 (CC BY). https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution license (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Biomedicine and Life Sciences Guerrero-Juarez, Christian F. Lee, Gun Ho Liu, Yingzi Wang, Shuxiong Karikomi, Matthew Sha, Yutong Chow, Rachel Y. Nguyen, Tuyen T. L. Iglesias, Venus Sosa Aasi, Sumaira Drummond, Michael L. Nie, Qing Sarin, Kavita Atwood, Scott X. Single-cell analysis of human basal cell carcinoma reveals novel regulators of tumor growth and the tumor microenvironment |
title | Single-cell analysis of human basal cell carcinoma reveals novel regulators of tumor growth and the tumor microenvironment |
title_full | Single-cell analysis of human basal cell carcinoma reveals novel regulators of tumor growth and the tumor microenvironment |
title_fullStr | Single-cell analysis of human basal cell carcinoma reveals novel regulators of tumor growth and the tumor microenvironment |
title_full_unstemmed | Single-cell analysis of human basal cell carcinoma reveals novel regulators of tumor growth and the tumor microenvironment |
title_short | Single-cell analysis of human basal cell carcinoma reveals novel regulators of tumor growth and the tumor microenvironment |
title_sort | single-cell analysis of human basal cell carcinoma reveals novel regulators of tumor growth and the tumor microenvironment |
topic | Biomedicine and Life Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9187229/ https://www.ncbi.nlm.nih.gov/pubmed/35687691 http://dx.doi.org/10.1126/sciadv.abm7981 |
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