Frontiers in pancreatic cancer on biomarkers, microenvironment, and immunotherapy.

IF 9.1 1区 医学 Q1 ONCOLOGY Cancer letters Pub Date : 2024-11-22 DOI:10.1016/j.canlet.2024.217350
Baofa Yu, Shengwen Shao, Wenxue Ma
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Abstract

Pancreatic cancer remains one of the most challenging malignancies to treat due to its late-stage diagnosis, aggressive progression, and high resistance to existing therapies. This review examines the latest advancements in early detection, and therapeutic strategies, with a focus on emerging biomarkers, tumor microenvironment (TME) modulation, and the integration of artificial intelligence (AI) in data analysis. We highlight promising biomarkers, including microRNAs (miRNAs) and circulating tumor DNA (ctDNA), that offer enhanced sensitivity and specificity for early-stage diagnosis when combined with multi-omics panels. A detailed analysis of the TME reveals how components such as cancer-associated fibroblasts (CAFs), immune cells, and the extracellular matrix (ECM) contribute to therapy resistance by creating immunosuppressive barriers. We also discuss therapeutic interventions that target these TME components, aiming to improve drug delivery and overcome immune evasion. Furthermore, AI-driven analyses are explored for their potential to interpret complex multi-omics data, enabling personalized treatment strategies and real-time monitoring of treatment response. We conclude by identifying key areas for future research, including the clinical validation of biomarkers, regulatory frameworks for AI applications, and equitable access to innovative therapies. This comprehensive approach underscores the need for integrated, personalized strategies to improve outcomes in pancreatic cancer.

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胰腺癌的生物标志物、微环境和免疫疗法前沿。
胰腺癌由于其诊断晚、进展凶险以及对现有疗法的高耐药性,仍然是最具挑战性的恶性肿瘤之一。本综述探讨了早期检测和治疗策略方面的最新进展,重点关注新兴生物标记物、肿瘤微环境(TME)调节以及数据分析中的人工智能(AI)整合。我们重点介绍了前景广阔的生物标记物,包括微RNA(miRNA)和循环肿瘤DNA(ctDNA),这些标记物与多组学面板相结合可提高早期诊断的灵敏度和特异性。对 TME 的详细分析揭示了癌症相关成纤维细胞 (CAF)、免疫细胞和细胞外基质 (ECM) 等成分如何通过创建免疫抑制屏障而导致耐药性。我们还讨论了针对这些TME成分的治疗干预措施,旨在改善药物输送和克服免疫逃避。此外,我们还探讨了人工智能驱动的分析方法在解读复杂的多组学数据、实现个性化治疗策略和实时监测治疗反应方面的潜力。最后,我们确定了未来研究的关键领域,包括生物标记物的临床验证、人工智能应用的监管框架以及公平获取创新疗法。这种综合方法强调了采取综合、个性化策略改善胰腺癌治疗效果的必要性。
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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来源期刊
Cancer letters
Cancer letters 医学-肿瘤学
CiteScore
17.70
自引率
2.10%
发文量
427
审稿时长
15 days
期刊介绍: Cancer Letters is a reputable international journal that serves as a platform for significant and original contributions in cancer research. The journal welcomes both full-length articles and Mini Reviews in the wide-ranging field of basic and translational oncology. Furthermore, it frequently presents Special Issues that shed light on current and topical areas in cancer research. Cancer Letters is highly interested in various fundamental aspects that can cater to a diverse readership. These areas include the molecular genetics and cell biology of cancer, radiation biology, molecular pathology, hormones and cancer, viral oncology, metastasis, and chemoprevention. The journal actively focuses on experimental therapeutics, particularly the advancement of targeted therapies for personalized cancer medicine, such as metronomic chemotherapy. By publishing groundbreaking research and promoting advancements in cancer treatments, Cancer Letters aims to actively contribute to the fight against cancer and the improvement of patient outcomes.
期刊最新文献
Editorial Board PAF1-mediated transcriptional reprogramming confers docetaxel resistance in advanced prostate cancer. TFAP2C-DDR1 Axis Regulates Resistance to CDK4/6 Inhibitor in Breast Cancer. HSP90 Inhibitor AUY922 Suppresses Tumor Growth and Modulates Immune Response through YAP-TEAD Pathway Inhibition in Gastric Cancer. Corrigendum to "SERPINE2/PN-1 regulates the DNA damage response and radioresistance by activating ATM in lung cancer" [Cancer Lett. 524 (2022) 268-283].
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