Macrophage morphology correlates with single-cell diversity and prognosis in colorectal liver metastasis

Author:

Donadon Matteo12ORCID,Torzilli Guido12,Cortese Nina3ORCID,Soldani Cristiana4ORCID,Di Tommaso Luca25,Franceschini Barbara4,Carriero Roberta6,Barbagallo Marialuisa3,Rigamonti Alessandra37,Anselmo Achille8ORCID,Colombo Federico Simone8ORCID,Maggi Giulia37ORCID,Lleo Ana29ORCID,Cibella Javier10ORCID,Peano Clelia1011ORCID,Kunderfranco Paolo6ORCID,Roncalli Massimo25,Mantovani Alberto2312ORCID,Marchesi Federica37ORCID

Affiliation:

1. Department of Hepatobiliary and General Surgery, Humanitas Clinical and Research Center – IRCCS, Rozzano, Italy

2. Department of Biomedical Science, Humanitas University, Rozzano, Italy

3. Department of Immunology and Inflammation, Humanitas Clinical and Research Center – IRCCS, Rozzano, Italy

4. Hepatobiliary Immunopathology Unit, Humanitas Clinical and Research Center – IRCCS, Rozzano, Italy

5. Department of Pathology, Humanitas Clinical and Research Center – IRCCS, Rozzano, Italy

6. Bioinformatics Unit, Humanitas Clinical and Research Center – IRCCS, Rozzano, Italy

7. Department of Biotechnology and Translational Medicine, University of Milan, Italy

8. Flow Cytometry Core, Humanitas Clinical and Research Center – IRCCS, Rozzano, Italy

9. Division of Internal Medicine and Hepathology, Humanitas Clinical and Research Center – IRCCS, Rozzano, Italy

10. Genomic Unit, Humanitas Clinical and Research Center – IRCCS, Rozzano, Italy

11. Institute of Genetic and Biomedical Research, UoS Milan, National Research Council, Rozzano, Milan, Italy

12. The William Harvey Research Institute, Queen Mary University of London, London, UK

Abstract

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.

Funder

Associazione Italiana per la Ricerca sul Cancro

Publisher

Rockefeller University Press

Subject

Immunology,Immunology and Allergy

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