Non-invasive profiling of the tumour microenvironment with spatial ecotypes - Nature

Multimodal machine learning reveals that tumour microenvironments can be decomposed into spatially organized multicellular ecosystems, termed spatial ecotypes, that can be accessed non-invasively via liquid biopsy and used to profile individual cancers a…