Is precision medicine for colorectal liver metastases still a utopia? New perspectives by modern biomarkers, radiomics, and artificial intelligence

World J Gastroenterol. 2022 Feb 14;28(6):608-623. doi: 10.3748/wjg.v28.i6.608.

Abstract

The management of patients with liver metastases from colorectal cancer is still debated. Several therapeutic options and treatment strategies are available for an extremely heterogeneous clinical scenario. Adequate prediction of patients' outcomes and of the effectiveness of chemotherapy and loco-regional treatments are crucial to reach a precision medicine approach. This has been an unmet need for a long time, but recent studies have opened new perspectives. New morphological biomarkers have been identified. The dynamic evaluation of the metastases across a time interval, with or without chemotherapy, provided a reliable assessment of the tumor biology. Genetics have been explored and, thanks to their strong association with prognosis, have the potential to drive treatment planning. The liver-tumor interface has been identified as one of the main determinants of tumor progression, and its components, in particular the immune infiltrate, are the focus of major research. Image mining and analyses provided new insights on tumor biology and are expected to have a relevant impact on clinical practice. Artificial intelligence is a further step forward. The present paper depicts the evolution of clinical decision-making for patients affected by colorectal liver metastases, facing modern biomarkers and innovative opportunities that will characterize the evolution of clinical research and practice in the next few years.

Keywords: Artificial Intelligence; Biomarkers; Colorectal liver metastases; Genetics; Immune infiltrate; Radiomics.

Publication types

  • Review

MeSH terms

  • Artificial Intelligence
  • Biomarkers
  • Colorectal Neoplasms* / genetics
  • Colorectal Neoplasms* / pathology
  • Colorectal Neoplasms* / therapy
  • Humans
  • Liver Neoplasms* / diagnostic imaging
  • Liver Neoplasms* / genetics
  • Liver Neoplasms* / therapy
  • Precision Medicine / methods
  • Utopias

Substances

  • Biomarkers