Peng Wei, Qiao Huimin, Mo Linfeng, Guo You
Medical Big Data and Bioinformatics Research Centre, First Affiliated Hospital of Gannan Medical University, Ganzhou, Jiangxi, China.
School of Public Health and Health Management, Gannan Medical University, Ganzhou, Jiangxi, China.
Front Oncol. 2023 Jul 13;13:1167289. doi: 10.3389/fonc.2023.1167289. eCollection 2023.
Historically, the chief focus of lymph node metastasis research has been molecular and clinical studies of a few essential pathways and genes. Recent years have seen a rapid accumulation of massive omics and imaging data catalyzed by the rapid development of advanced technologies. This rapid increase in data has driven improvements in the accuracy of diagnosis of lymph node metastasis, and its analysis further demands new methods and the opportunity to provide novel insights for basic research. In fact, the combination of omics data, imaging data, clinical medicine, and diagnostic methods has led to notable advances in our basic understanding and transformation of lymph node metastases in rectal cancer. Higher levels of integration will require a concerted effort among data scientists and clinicians. Herein, we review the current state and future challenges to advance the diagnosis of lymph node metastases in rectal cancer.
从历史上看,淋巴结转移研究的主要重点一直是少数关键通路和基因的分子及临床研究。近年来,随着先进技术的迅速发展,大量组学和成像数据迅速积累。数据的快速增长推动了淋巴结转移诊断准确性的提高,对其进行分析进一步需要新方法以及为基础研究提供新见解的机会。事实上,组学数据、成像数据、临床医学和诊断方法的结合已在我们对直肠癌淋巴结转移的基本认识和转化方面取得了显著进展。更高水平的整合将需要数据科学家和临床医生共同努力。在此,我们综述了推进直肠癌淋巴结转移诊断的现状和未来挑战。