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Macrophage morphology correlates with single-cell diversity and prognosis in colorectal liver metastasis
It has long been known that in vitro polarized macrophages differ in morphology. Stemming from a conventional immunohistology observation, we set out to test the hypothesis that morphology of tumor-associated macrophages (TAMs) in colorectal liver metastasis (CLM) represents a correlate of functiona...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Rockefeller University Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7596819/ https://www.ncbi.nlm.nih.gov/pubmed/32785653 http://dx.doi.org/10.1084/jem.20191847 |
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author | Donadon, Matteo Torzilli, Guido Cortese, Nina Soldani, Cristiana Di Tommaso, Luca Franceschini, Barbara Carriero, Roberta Barbagallo, Marialuisa Rigamonti, Alessandra Anselmo, Achille Colombo, Federico Simone Maggi, Giulia Lleo, Ana Cibella, Javier Peano, Clelia Kunderfranco, Paolo Roncalli, Massimo Mantovani, Alberto Marchesi, Federica |
author_facet | Donadon, Matteo Torzilli, Guido Cortese, Nina Soldani, Cristiana Di Tommaso, Luca Franceschini, Barbara Carriero, Roberta Barbagallo, Marialuisa Rigamonti, Alessandra Anselmo, Achille Colombo, Federico Simone Maggi, Giulia Lleo, Ana Cibella, Javier Peano, Clelia Kunderfranco, Paolo Roncalli, Massimo Mantovani, Alberto Marchesi, Federica |
author_sort | Donadon, Matteo |
collection | PubMed |
description | It has long been known that in vitro polarized macrophages differ in morphology. Stemming from a conventional immunohistology observation, we set out to test the hypothesis that morphology of tumor-associated macrophages (TAMs) in colorectal liver metastasis (CLM) represents a correlate of functional diversity with prognostic significance. Density and morphological metrics of TAMs were measured and correlated with clinicopathological variables. While density of TAMs did not correlate with survival of CLM patients, the cell area identified small (S-TAM) and large (L-TAM) macrophages that were associated with 5-yr disease-free survival rates of 27.8% and 0.2%, respectively (P < 0.0001). RNA sequencing of morphologically distinct macrophages identified LXR/RXR as the most enriched pathway in large macrophages, with up-regulation of genes involved in cholesterol metabolism, scavenger receptors, MERTK, and complement. In single-cell analysis of mononuclear phagocytes from CLM tissues, S-TAM and L-TAM signatures were differentially enriched in individual clusters. These results suggest that morphometric characterization can serve as a simple readout of TAM diversity with strong prognostic significance. |
format | Online Article Text |
id | pubmed-7596819 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Rockefeller University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-75968192021-05-02 Macrophage morphology correlates with single-cell diversity and prognosis in colorectal liver metastasis Donadon, Matteo Torzilli, Guido Cortese, Nina Soldani, Cristiana Di Tommaso, Luca Franceschini, Barbara Carriero, Roberta Barbagallo, Marialuisa Rigamonti, Alessandra Anselmo, Achille Colombo, Federico Simone Maggi, Giulia Lleo, Ana Cibella, Javier Peano, Clelia Kunderfranco, Paolo Roncalli, Massimo Mantovani, Alberto Marchesi, Federica J Exp Med Brief Definitive Report It has long been known that in vitro polarized macrophages differ in morphology. Stemming from a conventional immunohistology observation, we set out to test the hypothesis that morphology of tumor-associated macrophages (TAMs) in colorectal liver metastasis (CLM) represents a correlate of functional diversity with prognostic significance. Density and morphological metrics of TAMs were measured and correlated with clinicopathological variables. While density of TAMs did not correlate with survival of CLM patients, the cell area identified small (S-TAM) and large (L-TAM) macrophages that were associated with 5-yr disease-free survival rates of 27.8% and 0.2%, respectively (P < 0.0001). RNA sequencing of morphologically distinct macrophages identified LXR/RXR as the most enriched pathway in large macrophages, with up-regulation of genes involved in cholesterol metabolism, scavenger receptors, MERTK, and complement. In single-cell analysis of mononuclear phagocytes from CLM tissues, S-TAM and L-TAM signatures were differentially enriched in individual clusters. These results suggest that morphometric characterization can serve as a simple readout of TAM diversity with strong prognostic significance. Rockefeller University Press 2020-08-12 /pmc/articles/PMC7596819/ /pubmed/32785653 http://dx.doi.org/10.1084/jem.20191847 Text en © 2020 Donadon et al. http://www.rupress.org/terms/https://creativecommons.org/licenses/by-nc-sa/4.0/This article is distributed under the terms of an Attribution–Noncommercial–Share Alike–No Mirror Sites license for the first six months after the publication date (see http://www.rupress.org/terms/). After six months it is available under a Creative Commons License (Attribution–Noncommercial–Share Alike 4.0 International license, as described at https://creativecommons.org/licenses/by-nc-sa/4.0/). |
spellingShingle | Brief Definitive Report Donadon, Matteo Torzilli, Guido Cortese, Nina Soldani, Cristiana Di Tommaso, Luca Franceschini, Barbara Carriero, Roberta Barbagallo, Marialuisa Rigamonti, Alessandra Anselmo, Achille Colombo, Federico Simone Maggi, Giulia Lleo, Ana Cibella, Javier Peano, Clelia Kunderfranco, Paolo Roncalli, Massimo Mantovani, Alberto Marchesi, Federica Macrophage morphology correlates with single-cell diversity and prognosis in colorectal liver metastasis |
title | Macrophage morphology correlates with single-cell diversity and prognosis in colorectal liver metastasis |
title_full | Macrophage morphology correlates with single-cell diversity and prognosis in colorectal liver metastasis |
title_fullStr | Macrophage morphology correlates with single-cell diversity and prognosis in colorectal liver metastasis |
title_full_unstemmed | Macrophage morphology correlates with single-cell diversity and prognosis in colorectal liver metastasis |
title_short | Macrophage morphology correlates with single-cell diversity and prognosis in colorectal liver metastasis |
title_sort | macrophage morphology correlates with single-cell diversity and prognosis in colorectal liver metastasis |
topic | Brief Definitive Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7596819/ https://www.ncbi.nlm.nih.gov/pubmed/32785653 http://dx.doi.org/10.1084/jem.20191847 |
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