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Pinheiro, G.

Publications and source records attributed to Pinheiro, G..

2 recordsLinked to original sources

Resistance to Carcinogenesis in the African Spiny Mouse (Acomys) correlates with upregulation of tumor suppressor genes.

Cancer remains a leading cause of morbidity and mortality worldwide, driving extensive research into the mechanisms that contribute to its development and progression. The search for animal models capable of shedding light on mechanisms of cancer resistance has led researchers to explore various rodent species. Among these, the African Spiny Mouse (Acomys sp.) has attracted considerable attention due to its regenerative abilities. In our study, we compared the response of Mus musculus and Acomys dimidiatus mice to treatment with the carcinogen 7,12-dimethylbenz[a]anthracene (DMBA) combined with the inducer of proliferation 12-O-tetradecanoylphorbol-13-acetate (TPA). While both Acomys and Mus mice experienced carcinogenic damage to their skin cells, mounted proliferative responses and underwent immune cell infiltration, only Mus mice developed tumors, whereas Acomys remained tumor-free. To uncover the molecular mechanisms underlying this resistance, we performed RNA sequencing on tissue samples from both species at baseline and at multiple time points during the carcinogenesis protocol. The data reveal distinctly different transcriptional responses between both species. In particular, Acomys showed massive upregulation of immune related genes, including a set of tumor suppressor genes, while Mus seemed to focus its response on modifying epidermis structure and regulation of the cell cycle. These differences correlated with an increased apoptotic response in Acomys but not Mus. In summary, our study provides compelling evidence that Acomys mice exhibit remarkable resistance to tumor development under DMBA/TPA carcinogen treatment mediated through the upregulation of a range of processes related to immune surveillance.

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↗