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Digital morphometry and cluster analysis identifies four types of melanocyte during uveal melanoma progression

BACKGROUND: Several types of benign and malignant uveal melanocytes have been described based on their histological appearance. However, their characteristics have not been quantified, and their distribution during progression from normal choroidal melanocytes to primary tumors and metastases has no...

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Autores principales: Stålhammar, Gustav, Gill, Viktor Torgny
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10147908/
https://www.ncbi.nlm.nih.gov/pubmed/37117276
http://dx.doi.org/10.1038/s43856-023-00291-z
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author Stålhammar, Gustav
Gill, Viktor Torgny
author_facet Stålhammar, Gustav
Gill, Viktor Torgny
author_sort Stålhammar, Gustav
collection PubMed
description BACKGROUND: Several types of benign and malignant uveal melanocytes have been described based on their histological appearance. However, their characteristics have not been quantified, and their distribution during progression from normal choroidal melanocytes to primary tumors and metastases has not been reported. METHODS: A total of 1,245,411 digitally scanned melanocytes from normal choroid, choroidal nevi, primary uveal melanomas, and liver metastases were entered into two-step cluster analyses to delineate cell types based on measured morphometric characteristics and expression of protein markers. RESULTS: Here we show that a combination of the area and circularity of cell nuclei, and BAP-1 expression in nuclei and cytoplasms yields the highest silhouette of cohesion and separation. Normal choroidal melanocytes and three types of uveal melanoma cells are outlined: Epithelioid (large, rounded nuclei; BAP-1 low; IGF-1R, IDO, and TIGIT high), spindle A (small, elongated nuclei; BAP-1 high; IGF-1R low; IDO, and TIGIT intermediate), and spindle B (large, elongated nuclei; BAP-1, IGF-1R, IDO, and TIGIT low). In normal choroidal tissue and nevi, only normal melanocytes and spindle A cells are represented. Epithelioid and spindle B cells are overrepresented in the base and apex, and spindle A cells in the center of primary tumors. Liver metastases contain no normal melanocytes or spindle A cells. CONCLUSIONS: Four basic cell types can be outlined in uveal melanoma progression: normal, spindle A and B, and epithelioid. Differential expression of tumor suppressors, growth factors, and immune checkpoints could contribute to their relative over- and underrepresentation in benign, primary tumor, and metastatic samples.
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spelling pubmed-101479082023-04-30 Digital morphometry and cluster analysis identifies four types of melanocyte during uveal melanoma progression Stålhammar, Gustav Gill, Viktor Torgny Commun Med (Lond) Article BACKGROUND: Several types of benign and malignant uveal melanocytes have been described based on their histological appearance. However, their characteristics have not been quantified, and their distribution during progression from normal choroidal melanocytes to primary tumors and metastases has not been reported. METHODS: A total of 1,245,411 digitally scanned melanocytes from normal choroid, choroidal nevi, primary uveal melanomas, and liver metastases were entered into two-step cluster analyses to delineate cell types based on measured morphometric characteristics and expression of protein markers. RESULTS: Here we show that a combination of the area and circularity of cell nuclei, and BAP-1 expression in nuclei and cytoplasms yields the highest silhouette of cohesion and separation. Normal choroidal melanocytes and three types of uveal melanoma cells are outlined: Epithelioid (large, rounded nuclei; BAP-1 low; IGF-1R, IDO, and TIGIT high), spindle A (small, elongated nuclei; BAP-1 high; IGF-1R low; IDO, and TIGIT intermediate), and spindle B (large, elongated nuclei; BAP-1, IGF-1R, IDO, and TIGIT low). In normal choroidal tissue and nevi, only normal melanocytes and spindle A cells are represented. Epithelioid and spindle B cells are overrepresented in the base and apex, and spindle A cells in the center of primary tumors. Liver metastases contain no normal melanocytes or spindle A cells. CONCLUSIONS: Four basic cell types can be outlined in uveal melanoma progression: normal, spindle A and B, and epithelioid. Differential expression of tumor suppressors, growth factors, and immune checkpoints could contribute to their relative over- and underrepresentation in benign, primary tumor, and metastatic samples. Nature Publishing Group UK 2023-04-28 /pmc/articles/PMC10147908/ /pubmed/37117276 http://dx.doi.org/10.1038/s43856-023-00291-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Stålhammar, Gustav
Gill, Viktor Torgny
Digital morphometry and cluster analysis identifies four types of melanocyte during uveal melanoma progression
title Digital morphometry and cluster analysis identifies four types of melanocyte during uveal melanoma progression
title_full Digital morphometry and cluster analysis identifies four types of melanocyte during uveal melanoma progression
title_fullStr Digital morphometry and cluster analysis identifies four types of melanocyte during uveal melanoma progression
title_full_unstemmed Digital morphometry and cluster analysis identifies four types of melanocyte during uveal melanoma progression
title_short Digital morphometry and cluster analysis identifies four types of melanocyte during uveal melanoma progression
title_sort digital morphometry and cluster analysis identifies four types of melanocyte during uveal melanoma progression
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10147908/
https://www.ncbi.nlm.nih.gov/pubmed/37117276
http://dx.doi.org/10.1038/s43856-023-00291-z
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