Markers of Prognosis for Early Stage Cervical Cancer Patients (Stage IB1, IB2) Undergoing Surgical Treatment

被引:6
作者
Xu, Chen [1 ,2 ]
Ma, Tie [3 ]
Sun, Hongzan [1 ,2 ]
Li, Xiaohan [3 ]
Gao, Song [4 ]
机构
[1] China Med Univ, Dept Radiol, Shengjing Hosp, Shenyang, Peoples R China
[2] China Med Univ, Liaoning Prov Key Lab Med Imaging, Shengjing Hosp, Shenyang, Peoples R China
[3] China Med Univ, Dept Pathol, Shengjing Hosp, Shenyang, Peoples R China
[4] China Med Univ, Dept Obstet & Gynecol, Shengjing Hosp, Shenyang, Peoples R China
关键词
cervical cancer; positron-emission tomography; computed tomography; human papilloma virus; prognosis; BIOMARKERS; PARAMETERS; SUVPEAK; PET/CT;
D O I
10.3389/fonc.2021.659313
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background For individuals with cervical cancer, large tumor volume, lymph node metastasis, distant metastasis, and parauterine infiltration are usually associated with a poor prognosis. Individuals with stage 1B1 and 1B2 cervical cancer usually do not have these unfavorable prognostic factors. Once the disease progresses, the prognosis becomes extremely poor. Therefore, investigating the prognostic markers of these cervical cancer patients is necessary for treatment. Methods This retrospective study included 95 cervical cancer patients treated with surgery. The patients were divided into progressor and non-progressor groups according to postoperative follow-up results. T-test (or Mann-Whitney U test), chi-squared test (or Fisher's exact test) and receiver operating characteristic (ROC) curves were used to evaluate imaging, hematology, and clinicopathological index differences between the two groups. Cox analysis was performed to select the independent markers of progression-free survival (PFS) when developing the nomogram. Validation of the nomogram was performed with 1000 bootstrapped samples. The performance of the nomogram was validated with ROC curves, generated calibration curves, and Kaplan-Meier and decision curve analysis (DCA). Results Cervical stromal invasion depth, lymphovascular space invasion (LVSI), human papilloma virus (HPV-16), Glut1, D-dimer, SUVmax and SUVpeak showed significant differences between the two groups. Multivariate Cox proportional hazard model showed SUVpeak (p = 0.012), and HPV-16 (p = 0.007) were independent risk factors and were used to develop the nomogram for predicting PFS. The ROC curves, Kaplan-Meier method, calibration curves and DCA indicated satisfactory accuracy, agreement, and clinical usefulness, respectively. Conclusions SUVpeak level (>= 7.63 g/cm3) and HPV-16 negative status before surgery were associated with worse PFS for patients with cervical cancer. Based on this result, we constructed the nomogram and showed satisfactory performance. Clinically, individualized clinical decision-making can be performed on patients based on this result.
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页数:12
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共 43 条
[11]   Robotic versus laparoscopic radical hysterectomy in early cervical cancer: A case matched control study [J].
Gallotta, Valerio ;
Conte, Carmine ;
Federico, Alex ;
Vizzielli, Giuseppe ;
Alletti, Salvatore Gueli ;
Tortorella, Lucia ;
Anchora, Luigi Pedone ;
Cosentino, Francesco ;
Chiantera, Vito ;
Fagotti, Anna ;
D'Indinosante, Marco ;
Pelligra, Silvia ;
Scambia, Giovanni ;
Ferrandina, Gabriella .
EJSO, 2018, 44 (06) :754-759
[12]   Prognostic value of volume-based metabolic parameters of 18F-FDG PET/CT in ovarian cancer: a systematic review and meta-analysis [J].
Han, Sangwon ;
Kim, Hyesung ;
Kim, Yeon Joo ;
Suh, Chong Hyun ;
Woo, Sungmin .
ANNALS OF NUCLEAR MEDICINE, 2018, 32 (10) :669-677
[13]   Independent prognostic role of human papillomavirus genotype in cervical cancer [J].
Hang, Dong ;
Jia, Meiqun ;
Ma, Hongxia ;
Zhou, Jing ;
Feng, Xiaoshuang ;
Lyu, Zhangyan ;
Yin, Jian ;
Cui, Hong ;
Yin, Yin ;
Jin, Guangfu ;
Hu, Zhibin ;
Shen, Hongbing ;
Zhang, Kai ;
Li, Ni ;
Dai, Min .
BMC INFECTIOUS DISEASES, 2017, 17
[14]   The role of PET/CT in cervical cancer [J].
Herrera, Fernanda G. ;
Prior, John O. .
FRONTIERS IN ONCOLOGY, 2013, 3
[15]   Systemic Immune-Inflammation Index Predicts Prognosis of Patients after Curative Resection for Hepatocellular Carcinoma [J].
Hu, Bo ;
Yang, Xin-Rong ;
Xu, Yang ;
Sun, Yun-Fan ;
Sun, Chao ;
Guo, Wei ;
Zhang, Xin ;
Wang, Wei-Min ;
Qiu, Shuang-Jian ;
Zhou, Jian ;
Fan, Jia .
CLINICAL CANCER RESEARCH, 2014, 20 (23) :6212-6222
[16]   Role of hypoxia-inducible factor-1α, carbonic anhydrase-IX, glucose transporter-1 and vascular endothelial growth factor associated with lymph node metastasis and recurrence in patients with locally advanced cervical cancer [J].
Iwasaki, Keita ;
Yabushita, Hiromitsu ;
Ueno, Taiki ;
Wakatsuki, Akihiko .
ONCOLOGY LETTERS, 2015, 10 (04) :1970-1978
[17]   Changes in Cervical Cancer FDG Uptake During Chemoradiation and Association With Response [J].
Kidd, Elizabeth A. ;
Thomas, Maria ;
Siegel, Barry A. ;
Dehdashti, Farrokh ;
Grigsby, Perry W. .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2013, 85 (01) :116-122
[18]   2018 FIGO Staging System for Uterine Cervical Cancer: Enter Cross-sectional Imaging [J].
Lee, Susanna I. ;
Atri, Mostafa .
RADIOLOGY, 2019, 292 (01) :15-24
[19]   Prognostic value of posttreatment 18F-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 [J].
Lima, Giacomo Maria ;
Matti, Antonella ;
Vara, Giulio ;
Dondi, Giulia ;
Naselli, Nicoletta ;
De Crescenzo, Eugenia Maria ;
Morganti, Alessio Giuseppe ;
Perrone, Anna Myriam ;
De Iaco, Pierandrea ;
Nanni, Cristina ;
Fanti, Stefano .
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2018, 45 (12) :2139-2146
[20]   Prognostic Role of Squamous Cell Carcinoma Antigen in Cervical Cancer: A Meta-analysis [J].
Liu, Zhenhua ;
Shi, Hongtai .
DISEASE MARKERS, 2019, 2019