The tissue-level processes underpinning metastatic outgrowth remain unclear. We combined single-cell RNA sequencing, spatial transcriptomics, and AI-supported 3D imaging in human breast cancer with functional investigations in mice to uncover a 3D morphogenetic process essential for macrometastatic expansion. Macrometastases pervasively activate a metastatic trabecular morphogenesis (MTM) gene-expression program that redeploys developmental branching morphogenesis to build macrometastases as a 3D trabecular lattice of epithelial cords. MTMHIGH cells pre-exist in primary tumors destined to metastasize, whereas MTMLOW primaries are non-metastatic and display a compact, expansile growth architecture. Chromatin immunoprecipitation sequencing (ChIP-seq) on metastatic organoids identifies ETV1/4/5 as master regulators of MTM and branching cancer morphogenesis, required for metastatic outgrowth but dispensable for primary tumor take, bulk growth, and initial metastatic dissemination. Spatial and functional analyses reveal stromal fibroblast growth factor (FGF)→fibroblast growth factor receptor (FGFR) signaling as an actionable MTM dependency. Thus, we link metastatic outgrowth to a 3D developmental morphogenetic process, exposing therapeutic vulnerabilities specific to the lethal macrometastatic stage.

A 3D morphogenetic blueprint for metastatic outgrowth in breast cancer / R. Caire, R. Bordo, F. Zanconato, T. Panciera, E. Audoux, P. Contessotto, M. Fakiola, R. Bason, O. Romano, A. Suli, G. Battilana, M. Marchionni, M. Forcato, S. Donzelli, M.V. Dieci, G. Griguolo, M. Carosi, M. Fassan, V. Guzzardo, A.P. Dei Tos, S. Marsoni, P.H. Wu, D. Wirtz, S. He, C. Casali, F. Volpin, G. Blandino, C. Tripodo, S. Bicciato, V. Guarneri, M. Pagani, M. Cordenonsi, S. Piccolo. - In: CELL. - ISSN 0092-8674. - (2026 Jun). [Epub ahead of print] [10.1016/j.cell.2026.03.009]

A 3D morphogenetic blueprint for metastatic outgrowth in breast cancer

R. Bordo;M. Fakiola;R. Bason;S. Donzelli;G. Blandino;C. Tripodo;M. Pagani
;
2026

Abstract

The tissue-level processes underpinning metastatic outgrowth remain unclear. We combined single-cell RNA sequencing, spatial transcriptomics, and AI-supported 3D imaging in human breast cancer with functional investigations in mice to uncover a 3D morphogenetic process essential for macrometastatic expansion. Macrometastases pervasively activate a metastatic trabecular morphogenesis (MTM) gene-expression program that redeploys developmental branching morphogenesis to build macrometastases as a 3D trabecular lattice of epithelial cords. MTMHIGH cells pre-exist in primary tumors destined to metastasize, whereas MTMLOW primaries are non-metastatic and display a compact, expansile growth architecture. Chromatin immunoprecipitation sequencing (ChIP-seq) on metastatic organoids identifies ETV1/4/5 as master regulators of MTM and branching cancer morphogenesis, required for metastatic outgrowth but dispensable for primary tumor take, bulk growth, and initial metastatic dissemination. Spatial and functional analyses reveal stromal fibroblast growth factor (FGF)→fibroblast growth factor receptor (FGFR) signaling as an actionable MTM dependency. Thus, we link metastatic outgrowth to a 3D developmental morphogenetic process, exposing therapeutic vulnerabilities specific to the lethal macrometastatic stage.
3D branching morphogenesis; AI; ETV1/4/5; FGF signaling; breast cancer; cancer architecture; cancer epigenetics; cancer morphogenesis; digital pathology; machine learning; master gene of mestastasis; metastasis; metastatic cell state; metastatic vulnerabilities; prognostic predictors; single-cell transcriptomics; spatial transcriptomics; topological descriptors; trabecular shape; tubular morphogenesis
Settore BIOS-08/A - Biologia molecolare
giu-2026
31-mar-2026
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/1238759
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