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数据挖掘识别出参与结肠癌和直肠癌的新型RNA结合蛋白。

Data mining identifies novel RNA-binding proteins involved in colon and rectal carcinomas.

作者信息

García-Cárdenas Jennyfer M, Armendáriz-Castillo Isaac, García-Cárdenas Nathali, Pesantez-Coronel David, López-Cortés Andrés, Indacochea Alberto, Guerrero Santiago

机构信息

Laboratorio de Ciencia de Datos Biomédicos, Escuela de Medicina, Facultad de Ciencias Médicas de la Salud y de la Vida, Universidad Internacional del Ecuador, Quito, Ecuador.

Latin American Network for the Implementation and Validation of Clinical Pharmacogenomics Guidelines (RELIVAF-CYTED), Madrid, Spain.

出版信息

Front Cell Dev Biol. 2023 Jun 13;11:1088057. doi: 10.3389/fcell.2023.1088057. eCollection 2023.

Abstract

Colorectal adenocarcinoma (COREAD) is the second most deadly cancer and third most frequently encountered malignancy worldwide. Despite efforts in molecular subtyping and subsequent personalized COREAD treatments, multidisciplinary evidence suggests separating COREAD into colon cancer (COAD) and rectal cancer (READ). This new perspective could improve diagnosis and treatment of both carcinomas. RNA-binding proteins (RBPs), as critical regulators of every hallmark of cancer, could fulfill the need to identify sensitive biomarkers for COAD and READ separately. To detect new RBPs involved in COAD and READ progression, here we used a multidata integration strategy to prioritize tumorigenic RBPs. We analyzed and integrated 1) RBPs genomic and transcriptomic alterations from 488 COAD and 155 READ patients, 2) ∼ 10,000 raw associations between RBPs and cancer genes, 3) ∼ 15,000 immunostainings, and 4) loss-of-function screens performed in 102 COREAD cell lines. Thus, we unraveled new putative roles of NOP56, RBM12, NAT10, FKBP1A, EMG1, and CSE1L in COAD and READ progression. Interestingly, FKBP1A and EMG1 have never been related with any of these carcinomas but presented tumorigenic features in other cancer types. Subsequent survival analyses highlighted the clinical relevance of FKBP1A, NOP56, and NAT10 mRNA expression to predict poor prognosis in COREAD and COAD patients. Further research should be performed to validate their clinical potential and to elucidate their molecular mechanisms underlying these malignancies.

摘要

结直肠癌(COREAD)是全球第二大致命癌症,也是第三大常见恶性肿瘤。尽管在分子亚型分类及随后的结直肠癌个性化治疗方面付出了努力,但多学科证据表明应将结直肠癌分为结肠癌(COAD)和直肠癌(READ)。这一新观点可能会改善这两种癌症的诊断和治疗。RNA结合蛋白(RBP)作为癌症每个特征的关键调节因子,能够满足分别为结肠癌和直肠癌识别敏感生物标志物的需求。为了检测参与结肠癌和直肠癌进展的新RBP,我们在此采用多数据整合策略对致瘤性RBP进行优先级排序。我们分析并整合了:1)来自488例结肠癌和155例直肠癌患者的RBP基因组和转录组改变;2)约10000个RBP与癌症基因之间的原始关联;3)约15000次免疫染色;4)在102个结直肠癌细胞系中进行的功能丧失筛选。因此,我们揭示了NOP56、RBM12、NAT10、FKBP1A、EMG1和CSE1L在结肠癌和直肠癌进展中的新假定作用。有趣的是,FKBP1A和EMG1从未与这些癌症中的任何一种相关,但在其他癌症类型中呈现出致瘤特征。随后的生存分析强调了FKBP1A、NOP56和NAT10 mRNA表达在预测结直肠癌和结肠癌患者预后不良方面的临床相关性。应进行进一步研究以验证它们的临床潜力,并阐明它们在这些恶性肿瘤中的分子机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/947d/10293682/ae886d5af72a/fcell-11-1088057-g001.jpg

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