Artificial intelligence and machine learning in cancer imaging

DM Koh, N Papanikolaou, U Bick, R Illing… - Communications …, 2022 - nature.com
An increasing array of tools is being developed using artificial intelligence (AI) and machine
learning (ML) for cancer imaging. The development of an optimal tool requires …

Identification of neoantigens for individualized therapeutic cancer vaccines

F Lang, B Schrörs, M Löwer, Ö Türeci… - Nature reviews Drug …, 2022 - nature.com
Somatic mutations in cancer cells can generate tumour-specific neoepitopes, which are
recognized by autologous T cells in the host. As neoepitopes are not subject to central …

Spatiotemporal immune landscape of colorectal cancer liver metastasis at single-cell level

Y Wu, S Yang, J Ma, Z Chen, G Song, D Rao… - Cancer …, 2022 - aacrjournals.org
Liver metastasis, the leading cause of colorectal cancer mortality, exhibits a highly
heterogeneous and suppressive immune microenvironment. Here, we sequenced 97 …

Cell-intrinsic and microenvironmental determinants of metastatic colonization

AW Lambert, Y Zhang, RA Weinberg - Nature cell biology, 2024 - nature.com
Cancer metastasis is a biologically complex process that remains a major challenge in the
oncology clinic, accounting for nearly all of the mortality associated with malignant …

[HTML][HTML] Genomic characterization of metastatic patterns from prospective clinical sequencing of 25,000 patients

B Nguyen, C Fong, A Luthra, SA Smith, RG DiNatale… - Cell, 2022 - cell.com
Metastatic progression is the main cause of death in cancer patients, whereas the
underlying genomic mechanisms driving metastasis remain largely unknown. Here, we …

Intratumoral heterogeneity in cancer progression and response to immunotherapy

I Vitale, E Shema, S Loi, L Galluzzi - Nature medicine, 2021 - nature.com
Most (if not all) tumors emerge and progress under a strong evolutionary pressure imposed
by trophic, metabolic, immunological, and therapeutic factors. The relative impact of these …

Neoantigen quality predicts immunoediting in survivors of pancreatic cancer

M Łuksza, ZM Sethna, LA Rojas, J Lihm, B Bravi… - Nature, 2022 - nature.com
Cancer immunoediting is a hallmark of cancer that predicts that lymphocytes kill more
immunogenic cancer cells to cause less immunogenic clones to dominate a population …

Integrated multi-omics profiling to dissect the spatiotemporal evolution of metastatic hepatocellular carcinoma

Y Sun, P Wu, Z Zhang, Z Wang, K Zhou, M Song, Y Ji… - Cancer Cell, 2024 - cell.com
Comprehensive molecular analyses of metastatic hepatocellular carcinoma (HCC) are
lacking. Here, we generate multi-omic profiling of 257 primary and 176 metastatic regions …

[HTML][HTML] Diversity and biology of cancer-associated fibroblasts

G Biffi, DA Tuveson - Physiological reviews, 2020 - journals.physiology.org
Efforts to develop anti-cancer therapies have largely focused on targeting the epithelial
compartment, despite the presence of non-neoplastic stromal components that substantially …

Tumour-intrinsic resistance to immune checkpoint blockade

A Kalbasi, A Ribas - Nature Reviews Immunology, 2020 - nature.com
Abstract 'Immune checkpoint blockade'for cancer describes the use of therapeutic antibodies
that disrupt negative immune regulatory checkpoints and unleash pre-existing antitumour …