Cancer: information theory to fight resistance to treatments

Immunohistochemical analysis of a small intestine melanoma metastasis section.

Immunohistochemical analysis of a small intestine melanoma metastasis section. R.Merat, Neoplasia 2021; 23 (8): 775-782.

Researchers from the UNIGE and the HUG have used information theory for the first time to monitor in vivo the development of resistance mechanisms to a cancer-targeted therapy.

One of the major challenges in modern cancer therapy is the adaptive response of cancer cells to targeted therapies: initially, these therapies are very often effective, then adaptive resistance occurs, allowing the tumor cells to proliferate again. Although this adaptive response is theoretically reversible, such a reversal is hampered by numerous molecular mechanisms that allow the cancer cells to adapt to the treatment. The analysis of these mechanisms is limited by the complexity of cause and effect relationships that are extremely difficult to observe in vivo in tumor samples. In order to overcome this challenge, a team from the University of Geneva and the University Hospitals of Geneva (HUG), Switzerland, has used information theory for the first time, in order to objectify in vivo the molecular regulations at play in the mechanisms of the adaptive response and their modulation by a therapeutic combination. These results are published in the journal Neoplasia.

Adaptive response limits the efficiency of targeted therapies used to fight the development of tumors: after an effective treatment phase that reduces the tumor size, an adaptation to the used molecule occurs that allows the tumor cells to proliferate again. "We now know that this resistance to treatment has a large reversible component that does not involve mutations, which are an irreversible process", explains Rastine Merat, a researcher in the Department of Pathology and Immunology at the University of Geneva Faculty of Medicine, the head of the Onco-Dermatology Unit at the HUG and the principal investigator of the study.

Research confronted with the complexity of biological regulations

In order to prevent resistance to targeted therapies, scientists need to understand the molecular mechanisms of the adaptive response. "These mechanisms may involve variations in gene expression, for example", explains Rastine Merat. It is then necessary to modify or prevent these variations by means of a therapeutic combination that blocks the consequences or even prevents them. One challenge remains: the description of these mechanisms and their modulation under the effect of a therapeutic combination is very often carried out on isolated cultured cells and not validated in tumor tissue in the body. "This is essentially due to the difficulty of objectifying these mechanisms, which may occur in a transient manner and only in a minority of cells in tumor tissues, and above all which involve non-linear cause and effect relationships", explains the Geneva researcher.


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