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多模态成像在接受放化疗后行根治性手术的局部晚期宫颈癌患者病理反应预测中的作用

The Role of Multimodal Imaging in Pathological Response Prediction of Locally Advanced Cervical Cancer Patients Treated by Chemoradiation Therapy Followed by Radical Surgery.

作者信息

Pasciuto Tina, Moro Francesca, Collarino Angela, Gambacorta Maria Antonietta, Zannoni Gian Franco, Oradei Marco, Ferrandina Maria Gabriella, Gui Benedetta, Testa Antonia Carla, Rufini Vittoria

机构信息

Data Collection G-STeP Research Core Facility, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Roma, Italy.

Gynecologic Oncology Unit, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Roma, Italy.

出版信息

Cancers (Basel). 2023 Jun 6;15(12):3071. doi: 10.3390/cancers15123071.

DOI:10.3390/cancers15123071
PMID:37370682
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10296350/
Abstract

PURPOSE

This study aimed to develop predictive models for pathological residual disease after neoadjuvant chemoradiation (CRT) in locally advanced cervical cancer (LACC) by integrating parameters derived from transvaginal ultrasound, MRI and PET/CT imaging at different time points and time intervals.

METHODS

Patients with histologically proven LACC, stage IB2-IVA, were prospectively enrolled. For each patient, the three examinations were performed before, 2 and 5 weeks after treatment ("baseline", "early" and "final", respectively). Multivariable logistic regression models to predict complete vs. partial pathological response (pR) were developed and a cost analysis was performed.

RESULTS

Between October 2010 and June 2014, 88 patients were included. Complete or partial pR was found in 45.5% and 54.5% of patients, respectively. The two most clinically useful models in pR prediction were (1) using percentage variation of SUV retrieved at PET/CT "baseline" and "final" examination, and (2) including high DWI signal intensity (SI) plus, ADC, and SUV collected at "final" evaluation (area under the curve (95% Confidence Interval): 0.80 (0.71-0.90) and 0.81 (0.72-0.90), respectively).

CONCLUSION

The percentage variation in SUV in the time interval before and after completing neoadjuvant CRT, as well as DWI SI plus ADC and SUV obtained after completing neoadjuvant CRT, could be used to predict residual cervical cancer in LACC patients. From a cost point of view, the use of MRI and PET/CT is preferable.

摘要

目的

本研究旨在通过整合不同时间点和时间间隔的经阴道超声、MRI及PET/CT成像得出的参数,建立局部晚期宫颈癌(LACC)新辅助放化疗(CRT)后病理残留疾病的预测模型。

方法

前瞻性纳入组织学确诊为LACC、分期为IB2-IVA期的患者。对每位患者在治疗前、治疗后2周和5周分别进行这三项检查(分别为“基线”“早期”和“最终”检查)。建立多变量逻辑回归模型以预测完全与部分病理反应(pR),并进行成本分析。

结果

2010年10月至2014年6月期间,共纳入88例患者。分别有45.5%和54.5%的患者出现完全或部分pR。pR预测中两个临床上最有用的模型为:(1)使用PET/CT“基线”和“最终”检查时SUV的百分比变化;(2)纳入“最终”评估时的高DWI信号强度(SI)加上ADC和SUV(曲线下面积(95%置信区间):分别为0.80(0.71-0.90)和0.81(0.72-0.90))。

结论

新辅助CRT前后时间间隔内SUV的百分比变化,以及新辅助CRT完成后获得的DWI SI加上ADC和SUV,可用于预测LACC患者的残留宫颈癌。从成本角度来看,优先使用MRI和PET/CT。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af30/10296350/a5756720c896/cancers-15-03071-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af30/10296350/fd70703d78bd/cancers-15-03071-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af30/10296350/a5756720c896/cancers-15-03071-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af30/10296350/fd70703d78bd/cancers-15-03071-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af30/10296350/a5756720c896/cancers-15-03071-g002.jpg

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本文引用的文献

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Implications of the new FIGO staging and the role of imaging in cervical cancer.FIGO 分期新系统的意义及影像学在宫颈癌中的作用。
Br J Radiol. 2021 Sep 1;94(1125):20201342. doi: 10.1259/bjr.20201342. Epub 2021 May 14.
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2018 FIGO Staging Classification for Cervical Cancer: Added Benefits of Imaging.2018 FIGO 宫颈癌分期分类:影像学的附加益处。
Radiographics. 2020 Oct;40(6):1807-1822. doi: 10.1148/rg.2020200013. Epub 2020 Sep 18.
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FIGO 2018 staging criteria for cervical cancer: Impact on stage migration and survival.
FIGO 2018 宫颈癌分期标准:对分期迁移和生存的影响。
Gynecol Oncol. 2020 Jun;157(3):639-643. doi: 10.1016/j.ygyno.2020.03.027. Epub 2020 Apr 2.
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The role of F-FDG-PET/CT in predicting the histopathological response in locally advanced cervical carcinoma treated by chemo-radiotherapy followed by radical surgery: a prospective study.F-FDG-PET/CT在预测接受化疗放疗后行根治性手术的局部晚期宫颈癌组织病理学反应中的作用:一项前瞻性研究。
Eur J Nucl Med Mol Imaging. 2020 May;47(5):1228-1238. doi: 10.1007/s00259-019-04436-y. Epub 2019 Aug 14.
5
Prospective multimodal imaging assessment of locally advanced cervical cancer patients administered by chemoradiation followed by radical surgery-the "PRICE" study 2: role of conventional and DW-MRI.前瞻性多模态影像学评估接受放化疗后行根治性手术的局部晚期宫颈癌患者:“PRICE”研究 2:常规 MRI 和 DWI 的作用。
Eur Radiol. 2019 Apr;29(4):2045-2057. doi: 10.1007/s00330-018-5768-5. Epub 2018 Oct 15.
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Prognostic value of posttreatment F-FDG PET/CT and predictors of metabolic response to therapy in patients with locally advanced cervical cancer treated with concomitant chemoradiation therapy: an analysis of intensity- and volume-based PET parameters.同步放化疗治疗局部晚期宫颈癌患者的治疗后 F-FDG PET/CT 预后价值及代谢反应的预测因素:基于强度和体积的 PET 参数分析。
Eur J Nucl Med Mol Imaging. 2018 Nov;45(12):2139-2146. doi: 10.1007/s00259-018-4077-1. Epub 2018 Aug 2.
7
Comparison of variable selection methods for clinical predictive modeling.比较临床预测建模中的变量选择方法。
Int J Med Inform. 2018 Aug;116:10-17. doi: 10.1016/j.ijmedinf.2018.05.006. Epub 2018 May 21.
8
The PRICE study: The role of conventional and diffusion-weighted magnetic resonance imaging in assessment of locally advanced cervical cancer patients administered by chemoradiation followed by radical surgery.PRICE 研究:放化疗后行根治性手术的局部晚期宫颈癌患者中常规磁共振成像和弥散加权磁共振成像的作用。
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Ultrasound Obstet Gynecol. 2018 Jul;52(1):110-118. doi: 10.1002/uog.18953.
10
PRospective Imaging of CErvical cancer and neoadjuvant treatment (PRICE) study: role of ultrasound to predict partial response in locally advanced cervical cancer patients undergoing chemoradiation and radical surgery.前瞻性宫颈癌及新辅助治疗成像(PRICE)研究:超声在预测局部晚期宫颈癌患者接受放化疗及根治性手术后部分缓解中的作用。
Ultrasound Obstet Gynecol. 2018 May;51(5):684-695. doi: 10.1002/uog.17551.