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MR-T2-weighted signal intensity: a new imaging biomarker of prostate cancer aggressiveness

机译:MR-T2加权信号强度:前列腺癌侵袭性的新成像生物标志物

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摘要

Prostate cancer (PCa) is the most common solid neoplasm in males and a major cause of cancer-related death. Behaviour of PCa is dichotomous, as patients may either have an indolent clinical course or rapidly progress towards metastatic disease. Unfortunately, biopsy Gleason score (GS) may fail to predict cancer aggressiveness; tumour heterogeneity and inaccurate sampling during biopsy are major causes of underestimation. As a consequence, this frequently results in over-treatment, i.e. low-risk patients overcautiously undergo radical prostatectomy or radiotherapy, frequently with devastating side-effects. Some patients with PCa could be offered a more conservative approach if it were possible to predict patient risk confidently, especially in subjects lying in the grey zone of intermediate risk (i.e. GS = 7), which are in the majority. Recent studies have demonstrated that magnetic resonance (MR) imaging may help improve risk stratification in patients with PCa, providing imaging biomarkers of cancer aggressiveness. The aim of this study is to implement an automatic algorithm pipeline to discriminate different risks of progression from T2-weighted (T2-w) MR imaging. The obtained results confirm that T2-w signal intensity, together with other imaging biomarkers, may represent a new non-invasive approach to assess cancer aggressiveness, potentially helping to plan personalised treatments, and thus dramatically limiting over-diagnosis and over-treatment risks, and reducing the costs for the national healthcare system.
机译:前列腺癌(PCa)是男性中最常见的实体瘤,是与癌症相关的死亡的主要原因。 PCa的行为是二分法的,因为患者可能患有缓慢的临床病程或迅速发展成转移性疾病。不幸的是,活检格里森评分(GS)可能无法预测癌症的侵袭性。肿瘤异质性和活检过程中采样不准确是低估的主要原因。结果,这经常导致过度治疗,即,低风险患者过分谨慎地进行前列腺癌根治术或放射疗法,经常具有毁灭性的副作用。如果可以自信地预测患者的风险,可以为某些PCa患者提供更为保守的方法,尤其是在处于中等风险的灰色区域(即GS = 7)的受试者中,这是大多数。最近的研究表明,磁共振成像(MR)可以帮助改善PCa患者的危险分层,提供癌症侵袭性的成像生物标志物。这项研究的目的是实现一种自动算法流水线,以区分T2加权(T2-w)MR成像进展的不同风险。获得的结果证实,T2-w信号强度以及其他成像生物标记物可能代表了一种评估癌症侵袭性的新的非侵入性方法,可能有助于规划个性化治疗,从而显着限制了过度诊断和过度治疗的风险,并降低了国家医疗体系的成本。

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  • 来源
    《Computer methods in biomechanics and bio》 |2016年第4期|130-134|共5页
  • 作者单位

    Radiology Department, Candiolo Cancer Institute - FPO, IRCCS, Strada Provinciale 142, Km 3.95, 10060 Candiolo, Italy;

    Radiology Department, Candiolo Cancer Institute - FPO, IRCCS, Strada Provinciale 142, Km 3.95, 10060 Candiolo, Italy;

    Radiology Department, Candiolo Cancer Institute - FPO, IRCCS, Strada Provinciale 142, Km 3.95, 10060 Candiolo, Italy;

    Radiology Department, Candiolo Cancer Institute - FPO, IRCCS, Strada Provinciale 142, Km 3.95, 10060 Candiolo, Italy;

    Radiology Department, Candiolo Cancer Institute - FPO, IRCCS, Strada Provinciale 142, Km 3.95, 10060 Candiolo, Italy;

    Medical Physics Department, Candiolo Cancer Institute - FPO, IRCCS, Strada Provinciale 142, Km 3.95, 10060 Candiolo, Italy;

    Radiology Department, Candiolo Cancer Institute - FPO, IRCCS, Strada Provinciale 142, Km 3.95, 10060 Candiolo, Italy;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    prostate cancer; endorectal MR imaging; tumour aggressiveness; T2-weighted MR images;

    机译:前列腺癌;直肠内磁共振成像;肿瘤侵袭性T2加权MR图像;

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