Breast and Colorectal Cancers in Women: a Meta-Analysis Driven by BioOptimatics.

Puerto Rico health sciences journal Pub Date : 2024-12-01
Xavier J Aguilar-García, Alibeth E Luna-Alvear, Isis Narváez-Bandera, Deiver Suárez-Gómez, Clara E Isaza, Mauricio Cabrera-Rios
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Abstract

Objective: This meta-analysis explored genes in common between breast cancer (BC) and colorectal cancer (CRC) in women. Breast cancer and CRC are causes of significant morbidity and mortality in women worldwide. Research has shown that women are underrepresented in clinical trials, especially in oncology; studying sex differences in cancer addresses this lack.

Methods: Ten GEO (Gene Expression Omnibus) dataset (5 BC and 5 CRC) were used to identify genes in common. Correlated networks were constructed and analyzed using BioOptimatics methodologies, including multiple criteria optimization and minimum spanning tree.

Results: Eighteen differentially expressed genes were identified, with such core genes as B3GNT3, CALU, CD46, DCN, DLX4, and others showing high frequencies. The study also identified 289 diseases related to core genes, further narrowed down to 37, including BC and CRC. Direct associations with BC and CRC were found for 5 genes, while 7 were linked to other cancer types.

Conclusion: The results of this study underscore the importance of sex differences in cancer biology and indicate that this methodology, BioOptimatics, can help in the discovery of new pathways and biomarkers for BC and CRC in women.

目的:这项荟萃分析探讨了女性乳腺癌(BC)和结肠直肠癌(CRC)的共同基因。乳腺癌和结肠直肠癌是导致全球女性发病和死亡的重要原因。研究表明,女性在临床试验中的代表性不足,尤其是在肿瘤学领域;研究癌症中的性别差异可以解决这一不足:方法:使用 10 个 GEO(基因表达总库)数据集(5 个 BC 和 5 个 CRC)来识别共同基因。采用 BioOptimatics 方法(包括多准则优化和最小生成树)构建并分析了相关网络:结果:发现了 18 个差异表达基因,其中 B3GNT3、CALU、CD46、DCN、DLX4 等核心基因的表达频率较高。研究还发现了289种与核心基因相关的疾病,并进一步缩小到37种,包括BC和CRC。发现5个基因与BC和CRC直接相关,7个基因与其他癌症类型相关:这项研究的结果强调了癌症生物学中性别差异的重要性,并表明 BioOptimatics 这种方法有助于发现女性 BC 和 CRC 的新途径和生物标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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