• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

双能CT衍生的定量参数和血液学特征可预测新辅助放化疗食管癌鳞状细胞癌患者的病理完全缓解。

Dual energy CT-derived quantitative parameters and hematological characteristics predict pathological complete response in neoadjuvant chemoradiotherapy esophageal squamous cell carcinoma patients.

作者信息

Li Miaomiao, Cui Yongbin, Yan Yuanyuan, Zhao Junfeng, Lin Xinjun, Liu Qianyu, Dong Shushan, Nie Mingming, Huang Yong, Li Baosheng, Yin Yong

机构信息

Shandong University Cancer Center, Shandong University, Jinan, Shandong, China.

Shandong Medical College, Jinan, Shandong, China.

出版信息

BMC Gastroenterol. 2025 May 10;25(1):357. doi: 10.1186/s12876-025-03964-2.

DOI:10.1186/s12876-025-03964-2
PMID:40349002
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12065240/
Abstract

PURPOSE

There is no gold standard method to predict pathological complete response (pCR) in esophageal squamous cell carcinoma (ESCC) patients before surgery after neoadjuvant chemoradiotherapy (nCRT). This study aims to investigate whether dual layer detector dual energy CT (DECT) quantitative parameters and clinical features could predict pCR for ESCC patients after nCRT.

PATIENTS AND METHODS

This study retrospective recruited local advanced ESCC patients who underwent nCRT followed by surgical treatment from December 2019 to May 2023. According to pCR status (no visible cancer cells in primary cancer lesion and lymph nodes), patients were categorized into pCR group (N = 25) and non-pCR group (N = 28). DECT quantitative parameters were derived from conventional CT images, different monoenergetic (MonoE) images, virtual non-contrast (VNC) images, Z-effective (Zeff) images, iodine concentration (IC) images and electron density (ED) images. Slope of spectral curve (λHU), normalized iodine concentration (NIC), arterial enhancement fraction (AEF) and extracellular volume (ECV) were calculated. Difference tests and spearman correlation were used to select quantitative parameters for DECT model building. Multivariate logistic analysis was used to build clinical model, DECT model and combined model.

RESULTS

A total of 53 patients with locally advanced ESCC were enrolled in this study who received nCRT combined with surgery and underwent DECT examination before treatment. After spearman correlation analysis and multivariate logistic analysis, AEF and ECV showed significant roles between pCR and non-pCR groups. These two quantitative parameters were selected for DECT model. Multivariate logistic analysis revealed that LMR and RBC were also independent predictors in clinical model. The combined model showed the highest sensitivity, specificity, PPV and NPV compared to the clinical and DECT model. The AUC of the combined model is 0.893 (95%CI: 0.802-0.983). Delong's test revealed the combined model significantly different from clinical model (Z =-2.741, P = 0.006).

CONCLUSION

Dual-layer DECT derived ECV fraction and AEF are valuable predictors for pCR in ESCC patients after nCRT. The model combined DECT quantitative parameters and clinical features might be used as a non-invasive tool for individualized treatment decision of those ESCC patients. This study validates the role of DECT in pCR assessment for ESCC and a large external cohort is warranted to ensure the robustness of the proposed DECT evaluation criteria.

摘要

目的

在新辅助放化疗(nCRT)后的食管癌鳞状细胞癌(ESCC)患者术前,尚无预测病理完全缓解(pCR)的金标准方法。本研究旨在探讨双层探测器双能CT(DECT)定量参数和临床特征能否预测nCRT后ESCC患者的pCR。

患者与方法

本研究回顾性纳入了2019年12月至2023年5月期间接受nCRT后行手术治疗的局部晚期ESCC患者。根据pCR状态(原发癌灶和淋巴结中无可见癌细胞),将患者分为pCR组(N = 25)和非pCR组(N = 28)。DECT定量参数来自常规CT图像、不同单能(MonoE)图像、虚拟平扫(VNC)图像、有效原子序数(Zeff)图像、碘浓度(IC)图像和电子密度(ED)图像。计算光谱曲线斜率(λHU)、归一化碘浓度(NIC)、动脉强化分数(AEF)和细胞外容积(ECV)。采用差异检验和Spearman相关性分析来选择用于DECT模型构建的定量参数。采用多因素逻辑回归分析构建临床模型、DECT模型和联合模型。

结果

本研究共纳入53例局部晚期ESCC患者,他们接受了nCRT联合手术治疗,并在治疗前接受了DECT检查。经过Spearman相关性分析和多因素逻辑回归分析,AEF和ECV在pCR组和非pCR组之间显示出显著作用。选择这两个定量参数用于DECT模型。多因素逻辑回归分析显示,LMR和RBC在临床模型中也是独立预测因素。与临床模型和DECT模型相比,联合模型显示出最高的敏感性、特异性、阳性预测值和阴性预测值。联合模型的AUC为0.893(95%CI:0.802 - 0.983)。Delong检验显示联合模型与临床模型有显著差异(Z = -2.741,P = 0.006)。

结论

双层DECT得出的ECV分数和AEF是nCRT后ESCC患者pCR的有价值预测因素。结合DECT定量参数和临床特征的模型可作为这些ESCC患者个体化治疗决策的非侵入性工具。本研究验证了DECT在ESCC患者pCR评估中的作用,需要一个大型外部队列来确保所提出的DECT评估标准的稳健性。

相似文献

1
Dual energy CT-derived quantitative parameters and hematological characteristics predict pathological complete response in neoadjuvant chemoradiotherapy esophageal squamous cell carcinoma patients.双能CT衍生的定量参数和血液学特征可预测新辅助放化疗食管癌鳞状细胞癌患者的病理完全缓解。
BMC Gastroenterol. 2025 May 10;25(1):357. doi: 10.1186/s12876-025-03964-2.
2
Diffusion-weighted MRI and F-FDG PET/CT in assessing the response to neoadjuvant chemoradiotherapy in locally advanced esophageal squamous cell carcinoma.弥散加权 MRI 联合 F-FDG PET/CT 评估局部进展期食管鳞癌新辅助放化疗疗效
Radiat Oncol. 2021 Jul 19;16(1):132. doi: 10.1186/s13014-021-01852-z.
3
CT radiomics to predict pathologic complete response after neoadjuvant immunotherapy plus chemoradiotherapy in locally advanced esophageal squamous cell carcinoma.CT影像组学预测局部晚期食管鳞状细胞癌新辅助免疫治疗联合放化疗后的病理完全缓解
Eur Radiol. 2025 Mar;35(3):1594-1604. doi: 10.1007/s00330-024-11141-4. Epub 2024 Oct 29.
4
Quantitative parameters derived from dual-energy computed tomography for the preoperative prediction of early recurrence in patients with esophageal squamous cell carcinoma.基于双能 CT 定量参数预测食管鳞癌患者术后早期复发的价值
Eur Radiol. 2023 Nov;33(11):7419-7428. doi: 10.1007/s00330-023-09818-3. Epub 2023 Jun 14.
5
CT-based delta-radiomics nomogram to predict pathological complete response after neoadjuvant chemoradiotherapy in esophageal squamous cell carcinoma patients.基于 CT 的 delta 放射组学列线图预测食管鳞癌患者新辅助放化疗后病理完全缓解。
J Transl Med. 2024 Jun 18;22(1):579. doi: 10.1186/s12967-024-05392-4.
6
Predicting anastomotic leak in patients with esophageal squamous cell cancer treated with neoadjuvant chemoradiotherapy using a nomogram based on CT radiomic and clinicopathologic factors.使用基于CT影像组学和临床病理因素的列线图预测接受新辅助放化疗的食管鳞状细胞癌患者的吻合口漏。
BMC Cancer. 2025 Mar 15;25(1):484. doi: 10.1186/s12885-025-13884-9.
7
Neoadjuvant chemotherapy combined with immunotherapy versus neoadjuvant chemoradiotherapy in patients with locally advanced esophageal squamous cell carcinoma.新辅助化疗联合免疫疗法与新辅助放化疗治疗局部晚期食管鳞状细胞癌患者的疗效比较
J Thorac Cardiovasc Surg. 2024 Aug;168(2):417-428.e3. doi: 10.1016/j.jtcvs.2023.12.030. Epub 2024 Jan 19.
8
Morbidity and Mortality of Patients Who Underwent Minimally Invasive Esophagectomy After Neoadjuvant Chemoradiotherapy vs Neoadjuvant Chemotherapy for Locally Advanced Esophageal Squamous Cell Carcinoma: A Randomized Clinical Trial.新辅助放化疗后与新辅助化疗后行微创食管切除术的局部晚期食管鳞癌患者的发病率和死亡率:一项随机临床试验。
JAMA Surg. 2021 May 1;156(5):444-451. doi: 10.1001/jamasurg.2021.0133.
9
Does Neutrophil-to-Lymphocyte Ratio (NLR) Predict Pathologic Response to Neoadjuvant Chemoradiotherapy in Patients with Esophageal Squamous Cell Carcinoma?中性粒细胞与淋巴细胞比值(NLR)能否预测食管鳞癌患者新辅助放化疗的病理反应?
J Gastrointest Cancer. 2021 Jun;52(2):659-665. doi: 10.1007/s12029-020-00445-5.
10
Neoadjuvant chemoradiotherapy versus neoadjuvant chemotherapy for the treatment of esophageal squamous cell carcinoma: a propensity score-matched study from the National Cancer Center in China.新辅助放化疗与新辅助化疗治疗食管鳞状细胞癌的比较:来自中国国家癌症中心的一项倾向评分匹配研究
J Cancer Res Clin Oncol. 2022 Apr;148(4):943-954. doi: 10.1007/s00432-021-03659-7. Epub 2021 May 19.

本文引用的文献

1
Clinical Feasibility of Dual-Layer CT With Virtual Monochromatic Image for Preoperative Staging in Patients With Breast Cancer: A Comparison With Breast MRI.双层 CT 结合虚拟单能量成像在乳腺癌患者术前分期中的临床可行性:与乳腺 MRI 的对比。
Korean J Radiol. 2024 Sep;25(9):798-806. doi: 10.3348/kjr.2023.1312.
2
Extracellular volume-based scoring system for tracking tumor progression in pancreatic cancer patients receiving intraoperative radiotherapy.基于细胞外容积的评分系统用于追踪接受术中放疗的胰腺癌患者的肿瘤进展情况。
Insights Imaging. 2024 May 12;15(1):116. doi: 10.1186/s13244-024-01689-6.
3
Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries.
2022 年全球癌症统计数据:全球 185 个国家和地区 36 种癌症的发病率和死亡率全球估计数。
CA Cancer J Clin. 2024 May-Jun;74(3):229-263. doi: 10.3322/caac.21834. Epub 2024 Apr 4.
4
Pathologic complete response in patients with esophageal cancer receiving neoadjuvant chemotherapy or chemoradiation: A systematic review and meta-analysis.接受新辅助化疗或放化疗的食管癌患者的病理完全缓解:系统评价和荟萃分析。
Cancer Med. 2024 Feb;13(4):e7076. doi: 10.1002/cam4.7076.
5
Spectral CT - a new supplementary method for preoperative assessment of pathological grades of esophageal squamous cell carcinoma.光谱 CT - 一种术前评估食管鳞癌病理分级的新辅助方法。
BMC Med Imaging. 2023 Aug 23;23(1):110. doi: 10.1186/s12880-023-01068-5.
6
Added value of arterial enhancement fraction derived from dual-energy computed tomography for preoperative diagnosis of cervical lymph node metastasis in papillary thyroid cancer: initial results.基于双能 CT 的动脉增强分数在甲状腺乳头状癌颈淋巴结转移术前诊断中的应用价值:初步结果。
Eur Radiol. 2024 Feb;34(2):1292-1301. doi: 10.1007/s00330-023-10109-0. Epub 2023 Aug 17.
7
Quantitative parameters derived from dual-energy computed tomography for the preoperative prediction of early recurrence in patients with esophageal squamous cell carcinoma.基于双能 CT 定量参数预测食管鳞癌患者术后早期复发的价值
Eur Radiol. 2023 Nov;33(11):7419-7428. doi: 10.1007/s00330-023-09818-3. Epub 2023 Jun 14.
8
Metabolic tumour and nodal response to neoadjuvant chemotherapy on FDG PET-CT as a predictor of pathological response and survival in patients with oesophageal adenocarcinoma.氟脱氧葡萄糖正电子发射断层扫描(FDG PET-CT)上的代谢肿瘤和淋巴结对新辅助化疗的反应可预测食管腺癌患者的病理反应和生存。
Eur Radiol. 2023 May;33(5):3647-3659. doi: 10.1007/s00330-023-09482-7. Epub 2023 Mar 15.
9
Extracellular volume fraction determined by equilibrium contrast-enhanced CT for the prediction of the pathological complete response to neoadjuvant chemoradiotherapy for locally advanced rectal cancer.平衡对比增强 CT 测定细胞外容积分数预测局部晚期直肠癌新辅助放化疗病理完全缓解的价值。
Eur Radiol. 2023 Jun;33(6):4042-4051. doi: 10.1007/s00330-022-09307-z. Epub 2022 Dec 3.
10
Neoadjuvant chemoradiotherapy versus neoadjuvant chemotherapy followed by minimally invasive esophagectomy for locally advanced esophageal squamous cell carcinoma: a prospective multicenter randomized clinical trial.新辅助放化疗对比新辅助化疗后行微创食管切除术治疗局部进展期食管鳞癌:一项前瞻性多中心随机临床试验。
Ann Oncol. 2023 Feb;34(2):163-172. doi: 10.1016/j.annonc.2022.10.508. Epub 2022 Nov 15.