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弥散加权磁共振成像在胰腺导管腺癌中的应用:预测基于下一代测序的肿瘤细胞密度和手术切除后的预后。

Diffusion-weighted MR imaging in pancreatic ductal adenocarcinoma: prediction of next-generation sequencing-based tumor cellularity and prognosis after surgical resection.

机构信息

Department of Radiology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea.

Department of Surgery and Cancer Research Institute, Seoul National University Hospital, 101 Daehangno, Jongno-gu, Seoul, 03080, Korea.

出版信息

Abdom Radiol (NY). 2021 Oct;46(10):4787-4799. doi: 10.1007/s00261-021-03177-7. Epub 2021 Jun 18.

Abstract

PURPOSE

To identify features on preoperative MR imaging with diffusion-weighted imaging (DWI) for predicting next-generation sequencing (NGS)-based tumor cellularity and patient outcome after surgical resection of pancreatic ductal adenocarcinoma (PDAC).

METHODS

This retrospective study included 105 patients with surgically resected PDAC who underwent preoperative MR imaging with DWI. Tumor cellularity was measured using molecular techniques and bioinformatics methods. Clinico-pathologic findings including tumor T stage for predicting disease-free survival (DFS) and overall survival (OS) were identified using Cox proportional hazards model. Important MR imaging findings including apparent diffusion coefficient (ADC) value of PDAC and modified ADC value (the ratio of the ADC value of PDAC to the ADC value of the spleen) for predicting higher tumor cellularity (≥ 30%) and poor prognosis were also identified.

RESULTS

The median DFS and OS were 12.0 months [95% confidence interval (CI), 8.0-17.0] and 22.0 months (95% CI, 18.0-29.0), respectively. Higher T stage (T3/4) [hazard ratio (HR), 7.720, (95% CI 1.072, 55.612); p = 0.048] and higher tumor cellularity [HR, 1.599 (95% CI, 1.003-2.548); p = 0.048] were significantly associated with worse DFS. Among MR imaging features, the modified ADC value was significantly associated with tumor cellularity [odds ratio, 0.068 (95% CI, 0.012-0.372); p = 0.002], and PDAC with lower modified ADC value [≤ 1.40 (cutoff value)] showed significantly shorter median DFS than PDAC with higher modified ADC value [8 months (95% CI, 4-12) vs. 16 months (95% CI, 10-29); HR, 1.713 (95% CI, 1.073-2.735), log-rank p = 0.024].

CONCLUSION

Higher NGS-based tumor cellularity may be a negative prognostic factor in pancreatic cancer after resection, and modified ADC value derived from DWI could be helpful in predicting tumor cellularity and patient surgical outcome with regard to recurrence.

摘要

目的

通过术前磁共振弥散加权成像(DWI)识别特征,预测基于下一代测序(NGS)的肿瘤细胞性和胰腺导管腺癌(PDAC)手术后患者的生存结果。

方法

本回顾性研究纳入了 105 例接受 PDAC 手术切除并接受术前 MR DWI 检查的患者。使用分子技术和生物信息学方法测量肿瘤细胞密度。使用 Cox 比例风险模型确定包括肿瘤 T 分期在内的临床病理特征,以预测无病生存期(DFS)和总生存期(OS)。还确定了重要的 MR 成像发现,包括 PDAC 的表观扩散系数(ADC)值和改良 ADC 值(PDAC 的 ADC 值与脾脏的 ADC 值之比),以预测更高的肿瘤细胞密度(≥30%)和不良预后。

结果

中位 DFS 和 OS 分别为 12.0 个月(95%CI,8.0-17.0)和 22.0 个月(95%CI,18.0-29.0)。较高的 T 分期(T3/4)[风险比(HR),7.720,(95%CI 1.072,55.612);p=0.048]和更高的肿瘤细胞密度[HR,1.599(95%CI,1.003-2.548);p=0.048]与更差的 DFS 显著相关。在 MR 成像特征中,改良 ADC 值与肿瘤细胞密度显著相关[比值比,0.068(95%CI,0.012-0.372);p=0.002],而改良 ADC 值较低的 PDAC[≤1.40(截断值)]的中位 DFS 明显短于改良 ADC 值较高的 PDAC[8 个月(95%CI,4-12)vs. 16 个月(95%CI,10-29);HR,1.713(95%CI,1.073-2.735),对数秩 p=0.024]。

结论

基于 NGS 的更高肿瘤细胞密度可能是胰腺切除术后的一个负预后因素,而 DWI 衍生的改良 ADC 值有助于预测肿瘤细胞密度和患者手术结果与复发相关。

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