Fernandez Salamanca M, Hompland T, Deręgowska-Cylke M, Van der Poel H, Bekers E, Guimaraes M A S, Lyng H, Van der Heide U A, Schoots I G, Van Houdt P J
Department of Radiology, The Netherlands Cancer Institute, Amsterdam, Netherlands.
Department of Radiation Biology, Oslo University Hospital, Oslo, Norway.
Front Oncol. 2024 Jul 23;14:1433197. doi: 10.3389/fonc.2024.1433197. eCollection 2024.
Prostate cancer hypoxia is a negative prognostic biomarker. A promising MRI-based tool to assess hypoxia is the 'Consumption and Supply based Hypoxia' (CSH) model based on diffusion-weighted imaging (DWI). The aim of the study was to validate the association between the CSH hypoxia fraction (HF) with pathological Grade Group (pGG) and pathological T-staging (pTstage) in an external prostatectomy cohort.
Apparent diffusion coefficient (ADC) and fractional blood volume (fBV) maps were assessed from DWI data from 291 prostatectomies and combined by the CSH model. HF was calculated for each lesion after median scaling of ADC and fBV to address differences in acquisition and analysis between centers. The absolute HF values and the associations of HF between pGG < 3 versus ≥ 3, and pTstage = 2 versus = 3 in the Netherlands Cancer Institute (NKI) cohort were compared to the obtained by original cohort (Oslo cohort). Statistical T- and Mann-Whitney tests (<0.05) were performed. Pearson correlation was determined between HF and individual pGG groups.
The HF showed comparable absolute values and similar metric performance as in the original published cohort. Higher HF values were observed for higher pGG (Oslo: 0.27; NKI: 0.24) compared to lower pGG (Oslo: 0.11; NKI: 0.17). Similar results were obtained for pTstage. Furthermore, HF demonstrated a significant positive correlation with pGG groups 1-5 (ρ = 0.41, <0.001).
The CSH model exhibited sufficient robustness in the external cohort, suggesting a plausible reflection of true hypoxia and enabling the use of the HF metric for further research into prostate cancer and hypoxia.
前列腺癌缺氧是一种负面预后生物标志物。一种基于磁共振成像(MRI)评估缺氧情况的有前景的工具是基于扩散加权成像(DWI)的“基于消耗与供应的缺氧”(CSH)模型。本研究的目的是在一个外部前列腺切除队列中验证CSH缺氧分数(HF)与病理分级组(pGG)和病理T分期(pT分期)之间的关联。
从291例前列腺切除术的DWI数据中评估表观扩散系数(ADC)和血容量分数(fBV)图,并通过CSH模型进行合并。在对ADC和fBV进行中位数缩放以解决各中心在采集和分析方面的差异后,计算每个病变的HF。将荷兰癌症研究所(NKI)队列中pGG < 3与≥ 3以及pT分期 = 2与 = 3之间HF的绝对值和HF的关联与原始队列(奥斯陆队列)所获得的结果进行比较。进行了统计学T检验和曼 - 惠特尼检验(<0.05)。确定了HF与各个pGG组之间的皮尔逊相关性。
HF显示出与原始发表队列中相当的绝对值和相似的指标性能。与较低的pGG(奥斯陆:0.11;NKI:0.17)相比,较高的pGG(奥斯陆:0.27;NKI:0.24)观察到更高的HF值。pT分期也得到了类似的结果。此外,HF与pGG组1 - 5显示出显著的正相关(ρ = 0.41,<0.001)。
CSH模型在外部队列中表现出足够的稳健性,表明对真实缺氧情况有合理反映,并使得能够使用HF指标进一步研究前列腺癌与缺氧情况。