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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Rockefeller University Press 2020
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.
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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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