TY - JOUR
T1 - Macrophage morphology correlates with single-cell diversity and prognosis in colorectal liver metastasis
AU - DONADON, Matteo Davide
AU - Torzilli, G.
AU - Cortese, N.
AU - Soldani, C.
AU - Di, Tommaso L.
AU - Franceschini, B.
AU - Carriero, R.
AU - Barbagallo, M.
AU - Rigamonti, A.
AU - Anselmo, A.
AU - Colombo, F. S.
AU - Maggi, G.
AU - Lleo, A.
AU - Cibella, J.
AU - Peano, C.
AU - Kunderfranco, P.
AU - Roncalli, M.
AU - Mantovani, A.
AU - Marchesi, F.
N1 - Publisher Copyright:
© 2020 Donadon et al.
PY - 2020
Y1 - 2020
N2 - 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.
AB - 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.
UR - https://iris.uniupo.it/handle/11579/199477
U2 - 10.1084/JEM.20191847
DO - 10.1084/JEM.20191847
M3 - Article
SN - 0022-1007
VL - 217
JO - Journal of Experimental Medicine
JF - Journal of Experimental Medicine
IS - 11
ER -