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Hespanhol, V.

Publications and source records attributed to Hespanhol, V..

2 recordsLinked to original sources

Resistance to EGFR inhibitors in lung cancer occurs through horizontal transfer and is associated with increased caveolins expression

Resistance to treatment is a major clinical problem and a major cause of cancer-related deaths. Understanding the biological basis of resistance acquisition is of utmost importance to improve the clinical management of cancer patients. NGS analysis of human lung cancer (LC) tumors from patients that relapsed after treatment with EGFR-tyrosine kinase inhibitors (TKI), revealed that the p.T790M resistance mutation is not present in all the relapsing tumor cells, suggesting that LC cells can become resistant even if not carrying the p.T790M mutation. Using in vitro treatments with conditioned medium (CM) and in vivo co-inoculation experiments, we show that LC cells sensitive to EGFR-TKIs (S cells) acquire resistance faster when treated with CM from LC cells resistant to EGFR-TKIs (R cells) or when co-inoculated with R cells in opposite flanks of the same animal. Importantly, we show that acquisition of resistance is not due to the emergence of subpopulations of cancer cells with new resistance mutations. Using transcriptomics, we show that acquisition of resistance is associated with upregulation of genes involved in endocytosis, namely caveolins CAV1 and CAV2. These findings were validated in human clinical samples, where an increase in CAV1 and CAV2 expression was associated with tumor relapse after treatment with EGFR-TKIs. Our results suggest that acquisition of resistance to targeted therapies results from the combined effect of selection of cells harboring specific resistance mutations and horizontal transfer of the resistance phenotype. These findings may pave the way to bring intercellular communication into the realm of cancer treatment. One Sentence SummaryResistance to EGFR inhibitors is transferred horizontally between lung cancer cells and is associated with gain of expression of caveolins.

cancer biology↗

Identifying relationships between imaging phenotypes and lung cancer-related mutation status: EGFR and KRAS

EGFR and KRAS are the most frequently mutated genes in lung cancer, being active research topics in targeted therapy. Biopsy is the traditional method to genetically characterise a tumour. However, it is a risky procedure, painful for the patient, and, occasionally, the tumour might be inaccessible. This work aims to study and debate the nature of the relationships between imaging phenotypes and lung cancer-related mutation status. Until now, the literature has failed to point to new research directions, mainly consisting of results-oriented works in a field where there is still not enough available data to train clinically viable models. We intend to open a discussion about critical points and to present new possibilities for future radiogenomics studies. We conducted high-dimensional data visualisation and developed classifiers, which allowed us to analyse the results for EGFR and KRAS biological markers according to different combinations of input features. We show that EGFR mutation status might be correlated to CT scans imaging phenotypes, however, the same does not seem to hold true for KRAS mutation status. Also, the experiments suggest that the best way to approach this problem is by combining nodule-related features with features from other lung structures.

bioengineering↗