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Chuk E, Yu C, Scott AA, Liu ZA, Milosevic M, Croke J, Fyles A, Lukovic J, Rink A, Beiki-Ardakani A, Borg J, Skliarenko J, Conway JL, Weersink RA, Han K. Clinical Outcomes of 3 Versus 4 Fractions of Magnetic Resonance Image-Guided Brachytherapy in Cervical Cancer. Int J Radiat Oncol Biol Phys 2024; 120:1042-1051. [PMID: 38936633 DOI: 10.1016/j.ijrobp.2024.06.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 04/30/2024] [Accepted: 06/15/2024] [Indexed: 06/29/2024]
Abstract
PURPOSE Magnetic resonance image-guided brachytherapy is essential in the management of locally advanced cervical cancer. This study compares disease and toxicity outcomes in cervical cancer patients treated with 24 Gy/3 fractions (Fr) versus the conventional 28 Gy/4 Fr. METHODS AND MATERIALS This retrospective study included 241 consecutive patients with International Federation of Gynecology and Obstetrics 2018 stage IB to IVA cervical cancer treated with definitive chemoradiation between April 2014 and March 2021. Disease-free survival (DFS) was estimated using the Kaplan-Meier method and compared using the log-rank test. Cumulative incidence of local failure (LF), distant failure (DF), and G2+ gastrointestinal (GI), urinary and vaginal toxicity were estimated using the cumulative incidence function with death as a competing risk and compared using Gray's test. RESULTS Of the 241 patients, 42% received 24 Gy/3 Fr and 58% received 28 Gy/4 Fr. With a median follow-up of 3.2 (range, 0.2-9.2) years, there were 14 local, 41 regional nodal, and 51 distant failures in 63 (26%) patients. No significant differences were found between the 24 Gy/3 Fr and 28 Gy/4 Fr groups in 3-year DFS (77% vs 68%, P = .21), the 3-year cumulative incidence of LF (5% vs 7%, P = .57), DF (22% vs 25%, P = .86), G2+ GI toxicity (11% vs 20%, P = .13), or G2+ vaginal toxicity (14% vs 17%, P = .48), respectively. The 3-year cumulative G2+ urinary toxicity rate was lower in the 24 Gy/3 Fr group (9% vs 23%, P = .03). CONCLUSIONS Patients with cervical cancer treated with 24 Gy/3 Fr had similar DFS, LF, DF, GI, and vaginal toxicity rates and a trend toward a lower G2+ urinary toxicity rate compared with those treated with 28 Gy/4 Fr. A less resource-intensive brachytherapy fractionation schedule of 24 Gy/3 Fr is a safe alternative to 28 Gy/4 Fr for definitive treatment of cervical cancer.
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Affiliation(s)
- Elizabeth Chuk
- Princess Margaret Cancer Centre, University Health Network, Radiation Medicine Program, Toronto, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Canada
| | - Candice Yu
- Princess Margaret Cancer Centre, University Health Network, Radiation Medicine Program, Toronto, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Canada
| | - Aba Anoa Scott
- Princess Margaret Cancer Centre, University Health Network, Radiation Medicine Program, Toronto, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Canada
| | - Zhihui Amy Liu
- Department of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada; Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
| | - Michael Milosevic
- Princess Margaret Cancer Centre, University Health Network, Radiation Medicine Program, Toronto, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada
| | - Jennifer Croke
- Princess Margaret Cancer Centre, University Health Network, Radiation Medicine Program, Toronto, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Canada
| | - Anthony Fyles
- Princess Margaret Cancer Centre, University Health Network, Radiation Medicine Program, Toronto, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Canada
| | - Jelena Lukovic
- Princess Margaret Cancer Centre, University Health Network, Radiation Medicine Program, Toronto, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Canada
| | - Alexandra Rink
- Princess Margaret Cancer Centre, University Health Network, Radiation Medicine Program, Toronto, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Canada; Department of Medical Biophysics, University of Toronto, Toronto, Canada
| | - Akbar Beiki-Ardakani
- Princess Margaret Cancer Centre, University Health Network, Radiation Medicine Program, Toronto, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Canada
| | - Jette Borg
- Princess Margaret Cancer Centre, University Health Network, Radiation Medicine Program, Toronto, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Canada
| | - Julia Skliarenko
- Princess Margaret Cancer Centre, University Health Network, Radiation Medicine Program, Toronto, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Canada
| | - Jessica L Conway
- Princess Margaret Cancer Centre, University Health Network, Radiation Medicine Program, Toronto, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Canada
| | - Robert A Weersink
- Princess Margaret Cancer Centre, University Health Network, Radiation Medicine Program, Toronto, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Canada; Department of Medical Biophysics, University of Toronto, Toronto, Canada
| | - Kathy Han
- Princess Margaret Cancer Centre, University Health Network, Radiation Medicine Program, Toronto, Canada; Department of Radiation Oncology, University of Toronto, Toronto, Canada; Institute of Medical Science, University of Toronto, Toronto, Canada.
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Zhang Y, Meng YP, Xu XF, Shi Q. Prognostic nomograms for locally advanced cervical cancer based on the SEER database: Integrating Cox regression and competing risk analysis. Medicine (Baltimore) 2024; 103:e40408. [PMID: 39533612 PMCID: PMC11557032 DOI: 10.1097/md.0000000000040408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Accepted: 10/17/2024] [Indexed: 11/16/2024] Open
Abstract
Locally advanced cervical carcinoma (LACC) remains a significant global health challenge owing to its high recurrence rates and poor outcomes, despite current treatments. This study aimed to develop a comprehensive risk stratification model for LACC by integrating Cox regression and competing risk analyses. This was done to improve clinical decision making. We analyzed data from 3428 patients with LACC registered in the Surveillance, Epidemiology, and End Results program and diagnosed them between 2010 and 2015. Cox regression and competing risk analyses were used to identify the prognostic factors. We constructed and validated nomograms for overall survival (OS) and disease-specific survival (DSS). Multivariate Cox regression identified key prognostic factors for OS, including advanced International Federation of Gynecology and Obstetrics stage, age, marital status, ethnicity, and tumor size. Notably, International Federation of Gynecology and Obstetrics stages IIIA, IIIB, and IVA had hazard ratios of 2.227, 2.451, and 4.852, respectively, significantly increasing the mortality risk compared to stage IB2. Ethnic disparities were evident, with African Americans facing a 39.8% higher risk than Caucasians did. Competing risk analyses confirmed the significance of these factors in DSS, particularly tumor size. Our nomogram demonstrated high predictive accuracy, with area under the curve values ranging from 0.706 to 0.784 for DSS and 0.717 to 0.781 for OS. Calibration plots and decision curve analyses further validated the clinical utility of this nomogram. We present effective nomograms for LACC risk stratification that incorporate multiple prognostic factors. These models provide a refined approach for individualized patient management and have the potential to significantly enhance therapeutic strategies for LACC.
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Affiliation(s)
- Ying Zhang
- Department of Obstetrics and Gynecology, Jiading District Central Hospital Affiliated Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Ya-Ping Meng
- Department of Obstetrics and Gynecology, Jiading District Central Hospital Affiliated Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Xiao-Feng Xu
- Department of Obstetrics and Gynecology, Jiading District Central Hospital Affiliated Shanghai University of Medicine & Health Sciences, Shanghai, China
| | - Qin Shi
- Department of Obstetrics and Gynecology, Jiading District Central Hospital Affiliated Shanghai University of Medicine & Health Sciences, Shanghai, China
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Xu M, Xie X, Cai L, Liu D, Sun P. Preoperative scoring system for the prediction of risk of lymph node metastasis in cervical cancer. Sci Rep 2024; 14:23860. [PMID: 39394379 PMCID: PMC11470059 DOI: 10.1038/s41598-024-74871-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2024] [Accepted: 09/30/2024] [Indexed: 10/13/2024] Open
Abstract
The study aimed to develop and validate a preoperative scoring system to predict the risk of lymph node metastasis (LNM) in cervical cancer (CC). A total of 426 stage IB1-IIA1 CC patients were randomly divided into two sets. A logistic regression model was used to determine independent factors that contribute to LNM. A preoperative scoring system was developed based on beta (β) coefficients. An area under the receiver operating curve (AUC) was used to test for model discrimination. Five-year overall survival (OS) rate was 91.7%. Multivariable logistic regression analysis showed that FIGO stage, tumor size, depth of invasion on MRI, and squamous cell carcinoma antigen levels were independent risk factors in the development set (all P < 0.05). The AUCs of the scoring system for the development and validation sets were 0.833 (95% CI = 0.757-0.909) and 0.767 (95% CI = 0.634-0.891), respectively. Patients who scored 0-2, 3-5, and 6-8 were classified into low-risk, medium-risk, and high-risk groups. Predicted rates were in accord with observed rates in both sets. The 5-year OS rates of the new groups were also significantly different for the entire group, development set, and validation set (all P < 0.05). LNM affects the prognosis of CC patients. The scoring system can be used to assist in evaluating the risk of LNM in CC patients preoperatively. It is easy to obtain and can provide reference for clinical treatment decision-making.
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Affiliation(s)
- Mu Xu
- College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fujian, China
- Department of Gynecology, Fujian Maternity and Child Health Hospital, Affiliated Hospital of Fujian Medical University, No. 18 Daoshan Road, Fuzhou, 350001, Fujian, China
| | - Xiaoyan Xie
- Department of Gynecology, Fujian Maternity and Child Health Hospital, Affiliated Hospital of Fujian Medical University, No. 18 Daoshan Road, Fuzhou, 350001, Fujian, China
| | - Liangzhi Cai
- College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fujian, China
- Department of Gynecology, Fujian Maternity and Child Health Hospital, Affiliated Hospital of Fujian Medical University, No. 18 Daoshan Road, Fuzhou, 350001, Fujian, China
| | - DaBin Liu
- Department of Gynecology, Fujian Maternity and Child Health Hospital, Affiliated Hospital of Fujian Medical University, No. 18 Daoshan Road, Fuzhou, 350001, Fujian, China
| | - Pengming Sun
- College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fujian, China.
- Department of Gynecology, Fujian Maternity and Child Health Hospital, Affiliated Hospital of Fujian Medical University, No. 18 Daoshan Road, Fuzhou, 350001, Fujian, China.
- Laboratory of Gynecologic Oncology, Fujian Maternal and Child Health Hospital, Affiliated Hospital of Fujian Medical University, No. 18 Daoshan Road, Fuzhou, 350001, Fujian, China.
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Achari RB, Chakraborty S, Ray S, Mahata A, Mandal S, Das J, Sarkar K, Mallick I, Bhaumik J, Chakraborti B, Ghosh A, Sen S, Chandra A, Chatterjee S, Arunsingh M, Bhattacharyya T. 18F-fluorodeoxyglucose PET-CT-guided pelvic chemoradiation therapy using helical tomotherapy for locally advanced carcinoma cervix without para-aortic nodal disease: Clinical and patient-reported outcomes from a prospective phase 2 study. J Med Imaging Radiat Oncol 2024; 68:624-634. [PMID: 38874192 DOI: 10.1111/1754-9485.13667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 04/23/2024] [Indexed: 06/15/2024]
Abstract
INTRODUCTION Locally advanced carcinoma cervix (LACC) is a heterogeneous disease with variable combinations of primary tumour extensions with or without nodal involvement. Metabolic information from 18 fluro-deoxyglucose positron emission tomography combined with contrast-enhanced computerized tomography (FDG PET-CT) may potentially augment treatment decision-making for LACC. This study ascertained FDG-PET CT influence on chemoradiation therapy (CTRT) decisions in LACC. We report oncologic and patient-reported outcome measures (PROMs). METHODS FDG PET-CT scans were reviewed independently by two nuclear medicine specialists and two radiation oncologists. Pelvic CTRT plan digressions were documented and therapy was adapted accordingly. Pelvis radiation (50 Gy/25#/5 weeks) using tomotherapy with weekly cisplatin was used in node-negative disease. Dose-escalated simultaneous integrated boost (SIB) 60 Gy/25#/5 weeks was delivered to involved pelvic nodes. All received brachytherapy. Post-treatment PET-CT scans were at 6 months. Functional assessment of cancer therapy scores were calculated at baseline, treatment completion, 3 months, 1 year and 3 years. RESULTS Between November 2015 and January 2018, 85 patients were screened, and 77 consented. Extrapelvic disease was seen in 12 (16%) patients (9 para-aortic nodes, 2 distant metastases and 1 synchronous carcinoma breast); 60 patients were included in the final analysis. Decision changes were seen in 10/77 (13%) screened, 8/60 (13%) included and 32 (53.3%) received SIB. Post-treatment, 27 (45%) had grade 2 GI/GU/GYN toxicity, one (2%) had grade 3 GI and five (8.3%) had grade 3 neutropenia. At median follow-up of 54.2 months (95% CI 52.8-58.3), 5-year local failure, pelvic nodal and para-aortic nodal-free survival were 86.8% (95% CI 78.0-96.6), 85.2% (95% CI 76.1-95.3) and 85.2% (95% CI 76.2-95.4). Functional assessment of cancer therapy trial outcome index (FACT TOI) improved by 10.43 at 3 months with no further decline. Grade 3 toxicity was noted for abdominal pain in one (1.7%), cystitis in four (6.7%) and lymphoedema in one (1.7%) at 5 years. CONCLUSION PET-CT resulted in major decision changes in 13%. PET-adapted CTRT was associated with acceptable toxicity, encouraging long-term survival and improvement in PROMS.
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Affiliation(s)
- Rimpa Basu Achari
- Department of Radiation Oncology and Medical Physics, Tata Medical Center, Kolkata, India
| | - Santam Chakraborty
- Department of Radiation Oncology and Medical Physics, Tata Medical Center, Kolkata, India
| | | | - Anurupa Mahata
- Department of Radiation Oncology and Medical Physics, Tata Medical Center, Kolkata, India
| | - Samar Mandal
- Department of Radiation Oncology and Medical Physics, Tata Medical Center, Kolkata, India
| | - Jayanta Das
- Department of Nuclear Medicine, Tata Medical Center, Kolkata, India
| | - Kanishka Sarkar
- Department of Radiation Oncology and Medical Physics, Tata Medical Center, Kolkata, India
| | - Indranil Mallick
- Department of Radiation Oncology and Medical Physics, Tata Medical Center, Kolkata, India
| | - Jaydip Bhaumik
- Department of Gynecologic Oncosurgery, Tata Medical Center, Kolkata, India
| | | | - Anik Ghosh
- Department of Gynecologic Oncosurgery, Tata Medical Center, Kolkata, India
| | - Saugata Sen
- Department of Radiology, Tata Medical Center, Kolkata, India
| | - Aditi Chandra
- Department of Radiology, Tata Medical Center, Kolkata, India
| | - Sanjoy Chatterjee
- Department of Radiation Oncology and Medical Physics, Tata Medical Center, Kolkata, India
| | - Moses Arunsingh
- Department of Radiation Oncology and Medical Physics, Tata Medical Center, Kolkata, India
| | - Tapesh Bhattacharyya
- Department of Radiation Oncology and Medical Physics, Tata Medical Center, Kolkata, India
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5
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Dayes IS, Metser U, Hodgson N, Parpia S, Eisen AF, George R, Blanchette P, Cil TD, Arnaout A, Chan A, Levine MN. Impact of 18F-Labeled Fluorodeoxyglucose Positron Emission Tomography-Computed Tomography Versus Conventional Staging in Patients With Locally Advanced Breast Cancer. J Clin Oncol 2023; 41:3909-3916. [PMID: 37235845 DOI: 10.1200/jco.23.00249] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 04/08/2023] [Accepted: 04/25/2023] [Indexed: 05/28/2023] Open
Abstract
PURPOSE Patients with locally advanced breast cancer (LABC) typically undergo staging tests at presentation. If staging does not detect metastases, treatment consists of curative intent combined modality therapy (neoadjuvant chemotherapy, surgery, and regional radiation). Positron emission tomography-computed tomography (PET-CT) may detect more asymptomatic distant metastases, but the evidence is based on uncontrolled studies. METHODS For inclusion, patients had histological evidence of invasive ductal carcinoma of the breast and TNM stage III or IIb (T3N0, but not T2N1). Consenting patients from six regional cancer centers in Ontario were randomly assigned to 18F-labeled fluorodeoxyglucose PET-CT or conventional staging (bone scan, CT of the chest/abdomen and pelvis). The primary end point was upstaging to stage IV. A key secondary outcome was receiving curative intent combined modality therapy (ClinicalTrials.gov identifier: NCT02751710). RESULTS Between December 2016 and April 2022, 184 patients were randomly assigned to whole-body PET-CT and 185 patients to conventional staging. Forty-three (23%) PET-CT patients were upstaged to stage IV compared with 21 (11%) conventional staged patients (absolute difference, 12.3% [95% CI, 3.9 to 19.9]; P = .002). Consequently, treatment was changed in 35 (81.3%) of 43 upstaged PET-CT patients and 20 (95.2%) of the 21 upstaged conventional patients. Subsequently, 149 (81%) patients in the PET-CT group received combined modality treatment versus 165 (89.2%) patients in the conventional staging group (absolute difference, 8.2% [95% CI, 0.1 to 15.4]; P = .03). CONCLUSION In patients with LABC, PET-CT detected more distant metastases than conventional staging, and fewer PET-CT patients received combined modality therapy. Our randomized trial demonstrates the utility of the PET-CT staging strategy.
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Affiliation(s)
- Ian S Dayes
- Department of Oncology, McMaster University, Hamilton, ON, Canada
- Juravinski Cancer Centre-Hamilton Health Sciences, Hamilton, ON, Canada
- Ontario Clinical Oncology Group, Hamilton, ON, Canada
- Escarpment Cancer Research Institute, Hamilton, ON, Canada
| | - Ur Metser
- Joint Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
- University Health Network Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Nicole Hodgson
- Department of Surgery, McMaster University, Hamilton, ON, Canada
| | - Sameer Parpia
- Department of Oncology, McMaster University, Hamilton, ON, Canada
- Ontario Clinical Oncology Group, Hamilton, ON, Canada
- Escarpment Cancer Research Institute, Hamilton, ON, Canada
| | - Andrea F Eisen
- Department of Medicine, University of Toronto, Toronto, ON, Canada
- Sunnybrook Health Sciences Centre-Odette Cancer Centre, Toronto, ON, Canada
- Ontario Health, Toronto, ON, Canada
| | - Ralph George
- Department of Surgery, University of Toronto, Toronto, ON, Canada
- St Michael's Hospital, Toronto, ON, Canada
| | - Phillip Blanchette
- Department of Oncology, Western University, London, ON, Canada
- London Health Sciences Regional Cancer Program, London, ON, Canada
| | - Tulin D Cil
- University Health Network Princess Margaret Cancer Centre, Toronto, ON, Canada
- Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Angel Arnaout
- Department of Surgery, Ottawa University, Ottawa, ON, Canada
- Ottawa Hospital Cancer Centre, Ottawa, ON, Canada
| | - Adrien Chan
- Northern Ontario School of Medicine, Thunder Bay ON, Canada
- Thunder Bay Regional Health Sciences Cancer Centre, Thunder Bay, ON, Canada
| | - Mark N Levine
- Department of Oncology, McMaster University, Hamilton, ON, Canada
- Juravinski Cancer Centre-Hamilton Health Sciences, Hamilton, ON, Canada
- Ontario Clinical Oncology Group, Hamilton, ON, Canada
- Escarpment Cancer Research Institute, Hamilton, ON, Canada
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Mullapally SK, Digumarti L, Digumarti R. Cervical Cancer in Low- and Middle-Income Countries: A Multidimensional Approach to Closing the Gaps. JCO Oncol Pract 2022; 18:423-425. [PMID: 35385348 DOI: 10.1200/op.22.00156] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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7
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Chen X, Liu W, Thai TC, Castellano T, Gunderson CC, Moore K, Mannel RS, Liu H, Zheng B, Qiu Y. Developing a new radiomics-based CT image marker to detect lymph node metastasis among cervical cancer patients. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2020; 197:105759. [PMID: 33007594 PMCID: PMC7796823 DOI: 10.1016/j.cmpb.2020.105759] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Accepted: 09/12/2020] [Indexed: 05/09/2023]
Abstract
BACKGROUND AND OBJECTIVE In diagnosis of cervical cancer patients, lymph node (LN) metastasis is a highly important indicator for the following treatment management. Although CT/PET (i.e., computed tomography/positron emission tomography) examination is the most effective approach for this detection, it is limited by the high cost and low accessibility, especially for the rural areas in the U.S.A. or other developing countries. To address this challenge, this investigation aims to develop and test a novel radiomics-based CT image marker to detect lymph node metastasis for cervical cancer patients. METHODS A total of 1,763 radiomics features were first computed from the segmented primary cervical tumor depicted on one CT image with the maximal tumor region. Next, a principal component analysis algorithm was applied on the initial feature pool to determine an optimal feature cluster. Then, based on this optimal cluster, the prediction models (i.e., logistic regression or support vector machine) were trained and optimized to generate an image marker to detect LN metastasis. In this study, a retrospective dataset containing 127 cervical cancer patients were established to build and test the model. The model was trained using a leave-one-case-out (LOCO) cross-validation strategy and image marker performance was evaluated using the area under receiver operation characteristic (ROC) curve (AUC). RESULTS The results indicate that the SVM based imaging marker achieved an AUC value of 0.841 ± 0.035. When setting an operating threshold of 0.5 on model-generated prediction scores, the imaging marker yielded a positive and negative predictive value (PPV and NPV) of 0.762 and 0.765 respectively, while the total accuracy is 76.4%. CONCLUSIONS This study initially verified the feasibility of utilizing CT image and radiomics technology to develop a low-cost image marker to detect LN metastasis for assisting stratification of cervical cancer patients.
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Affiliation(s)
- Xuxin Chen
- School of Electrical and Computer Engineering, University of Oklahoma, Norman, OK, 73019, USA
| | - Wei Liu
- School of Computer Science and Technology, Xi'an University of Posts and Telecommunications, Xi'an, 710021, China; School of Electrical and Computer Engineering, University of Oklahoma, Norman, OK, 73019, USA
| | - Theresa C Thai
- Department of Radiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, 73104, USA
| | - Tara Castellano
- Department of Obstetrics and Gynecology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, 73104, USA
| | - Camille C Gunderson
- Department of Obstetrics and Gynecology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, 73104, USA
| | - Kathleen Moore
- Department of Obstetrics and Gynecology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, 73104, USA
| | - Robert S Mannel
- Department of Obstetrics and Gynecology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, 73104, USA
| | - Hong Liu
- School of Electrical and Computer Engineering, University of Oklahoma, Norman, OK, 73019, USA
| | - Bin Zheng
- School of Electrical and Computer Engineering, University of Oklahoma, Norman, OK, 73019, USA
| | - Yuchen Qiu
- School of Electrical and Computer Engineering, University of Oklahoma, Norman, OK, 73019, USA.
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8
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Martinez A, Angeles MA, Querleu D, Ferron G, Pomel C. How should we stage and tailor treatment strategy in locally advanced cervical cancer? Imaging versus para-aortic surgical staging. Int J Gynecol Cancer 2020; 30:1434-1443. [PMID: 32788263 DOI: 10.1136/ijgc-2020-001351] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Revised: 06/23/2020] [Accepted: 06/25/2020] [Indexed: 12/24/2022] Open
Abstract
Para-aortic lymph node status at initial assessment is the most important prognostic factor and a key point for the therapeutic strategy in patients with locally advanced cervical cancer. Undiagnosed lymph node metastasis is a major clinical problem as the finding of positive para-aortic lymph nodes leads to treatment modification, with a possible impact on disease free survival. When aortic lymph node disease is discovered, radiotherapy is extended to the para-aortic area, and other treatment modalities may be considered. Fluorine-18 fluorodeoxyglucose positron emission tomography/computed tomography (PET/CT) is the most accurate imaging examination to assess para-aortic extension in patients with locally advanced cervical cancer. The gold standard to identify para-aortic extension remains histologic evaluation of the lymph nodes. Indeed, PET/CT fails to detect approximately 10-15% of patients with negative PET/CT aortic nodes who have lymph node metastasis on pathologic staging. Patients with positive pelvic lymph nodes have para-aortic extension in 25-30% of cases, and surgical staging will lead to treatment modification and probably to improved para-aortic and distant control. Surgical staging also avoids unnecessary toxicity associated with extended field radiation in approximately 75% of patients with pelvic lymph node metastasis. The best modality to identify para-aortic extension is histological evaluation of the lymph nodes, but the survival benefit of surgical staging remains controversial. On the other hand, current studies include a majority of patients without pelvic lymph node spread, who are likely to be those who will benefit the least from surgical staging.
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Affiliation(s)
- Alejandra Martinez
- INSERM CRCT Team 1, Tumor Immunology and Immunotherapy, Toulouse, France .,Department of Surgical Oncology, Institut Universitaire du Cancer Toulouse Oncopole - Institut Claudius Regaud, Toulouse, France
| | - Martina Aida Angeles
- Department of Surgical Oncology, Institut Universitaire du Cancer Toulouse Oncopole - Institut Claudius Regaud, Toulouse, France
| | - Denis Querleu
- Department of Surgical Oncology, Institut Bergonié, Bordeaux, France
| | - Gwenael Ferron
- Department of Surgical Oncology, Institut Universitaire du Cancer Toulouse Oncopole - Institut Claudius Regaud, Toulouse, France.,INSERM CRCT Team 19, ONCOSARC - Oncogenesis of sarcomas, Toulouse, France
| | - Christophe Pomel
- Department of Surgical Oncology, Institut Jean Perrin, Clermont-Ferrand, France
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Simonds H, Botha MH, Ellmann A, Warwick J, Doruyter A, Neugut AI, Van Der Merwe H, Jacobson JS. HIV status does not have an impact on positron emission tomography-computed tomography (PET-CT) findings or radiotherapy treatment recommendations in patients with locally advanced cervical cancer. Int J Gynecol Cancer 2019; 29:1252-1257. [PMID: 31413068 DOI: 10.1136/ijgc-2019-000641] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2019] [Accepted: 06/17/2019] [Indexed: 11/03/2022] Open
Abstract
INTRODUCTION Positron emission tomography-computed tomography (PET-CT) imaging is commonly used to identify nodal involvement in locally advanced cervical carcinoma, but its appropriateness for that purpose among HIV-positive patients has rarely been studied. We analyzed PET-CT findings and subsequent treatment prescribed in patients with locally advanced cervical carcinoma in Cape Town, South Africa. METHODS We identified a cohort of consecutive cervical carcinoma patients International Federation of Gynecology and Obstetrics (FIGO) stage IIB to IIIB at our cancer center who underwent a planning 18-fluorodeoxyglucose (18FDG) PET-CT scan from January 2015 through December 2018. Demographics, PET-CT findings, and subsequent treatment prescribed were recorded. Patients were selected for PET-CT only if they had no signs of distant disease on staging chest X-ray or abdominal ultrasound; were deemed suitable for radical chemoradiation by the multi-disciplinary team; and had normal renal function. HIV-positive patients ideally had to have been established on continuous antiviral therapy for more than 3 months and to have a CD4 cell count above 150 cells/μL. Small cell and neuroendocrine carcinoma cases were excluded from the study. Differences in demographic and clinical measures between HIV-positive and HIV-negative patients were evaluated by means of t-tests for continuous variables and χ2 tests for categorical variables. RESULTS Over a 4 year period, 278 patients-192 HIV-negative (69.1%) and 86 HIV-positive (30.9%)-met the inclusion criteria. HIV-positive patients had a median CD4 count of 475 cells/µL (IQR 307-612 cells/µL). More than 80% of patients had pelvic nodal involvement, and more than 40% had uptake in common iliac and/or para-aortic nodes. Nodal involvement was not associated with HIV status. Fifty-four patients (19.4%) had at least one site of distant metastatic disease. Overall, 235 patients (84.5%) were upstaged following PET-CT staging scan. Upstaging was not associated with HIV status (HIV-negative 83.9% vs HIV-positive 87.2%; p=0.47). Ten patients who did not return for radiotherapy were excluded from the analysis. Following their PET-CT scan, treatment intent changed for 124 patients (46.3%): 53.6% of HIV-positive patients and 42.9% of HIV-negative patients (p=0.11). CONCLUSION We found no differences between HIV-positive or HIV-negative patients in nodal involvement or occult metastases, and PET-CT imaging did not lead to, or justify, treatment differences between the two groups. Future studies will evaluate survival and correlation of upstaging with outcome.
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Affiliation(s)
- Hannah Simonds
- Radiation Oncology, Stellenbosch University, Stellenbosch, South Africa .,Tygerberg Hospital, Cape Town, South Africa
| | - Matthys Hendrik Botha
- Tygerberg Hospital, Cape Town, South Africa.,Gynaecological Oncology, Stellenbosch University, Stellenbosch, South Africa
| | - Annare Ellmann
- Tygerberg Hospital, Cape Town, South Africa.,Nuclear Medicine, Stellenbosch University, Stellenbosch, South Africa
| | - James Warwick
- Tygerberg Hospital, Cape Town, South Africa.,Nuclear Medicine, Stellenbosch University, Stellenbosch, South Africa
| | - Alex Doruyter
- Node for Infection Imaging, Central Analytical Facilities, Stellenbosch University, Stellenbosch, South Africa
| | - Alfred I Neugut
- Epidemiology, Columbia University Mailman School of Public Health, New York, New York, USA.,Herbert Irving Comprehensive Cancer Centre, NewYork-Presbyterian Hospital/Columbia University Medical Center, New York, New York, USA
| | - Haynes Van Der Merwe
- Tygerberg Hospital, Cape Town, South Africa.,Gynaecological Oncology, Stellenbosch University, Stellenbosch, South Africa
| | - Judith S Jacobson
- Epidemiology, Columbia University Mailman School of Public Health, New York, New York, USA
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Lawal IO, Lengana T, Janse van Rensburg C, Reyneke F, Popoola GO, Ankrah AO, Sathekge MM. Fluorodeoxyglucose Positron Emission Tomography integrated with computed tomography in carcinoma of the cervix: Its impact on accurate staging and the predictive role of its metabolic parameters. PLoS One 2019; 14:e0215412. [PMID: 30998728 PMCID: PMC6472757 DOI: 10.1371/journal.pone.0215412] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2019] [Accepted: 04/01/2019] [Indexed: 12/27/2022] Open
Abstract
OBJECTIVES To determine the impact of FDG-PET/CT in the initial staging of cervical cancer among women with and without HIV and to determine the abilities of FDG-PET/CT metabolic parameters in predicting the presence of distant metastasis. METHODS We reviewed the FDG-PET/CT images of women with FIGO stage IB2 to IVA carcinoma of the cervix. We compared the FIGO stage before and after FDG-PET/CT. Maximum and mean standardized uptake values (SUVmax and SUVmean), metabolic tumor volume (MTV) and total lesion glycolysis (TLG) of the primary lesion were determined. We compared these parameters between the HIV-infected and uninfected woman and also determined their abilities to predict the presence of distant metastasis. RESULTS 126 women, mean age 48.05 ± 11.80 years were studied. Seventy-three patients were HIV-infected. The disease was upstaged in 65 patients, 32 of which were upstaged to stage IVB. HIV-infected women were younger (43.36 ± 8.03 years versus 54.51 ± 13.12, p<0.001) and had more advanced disease (p = 0.022) compared with HIV-uninfected. In a univariate logistic regression adjusted for the FIGO stage of the disease, there were significant associations between MTV and TLG of the primary tumor and distant metastasis. SUVmax, SUVmean, MTV and TLG performed well in predicting the presence of distant metastasis with areas under the curves (AUCs) of 0.63, 0.66, 0.80 and 0.77 respectively. These performances improved after adjustment for the FIGO stage of the disease with AUCs of 0.80, 0.79, 0.84 and 0.82 for SUVmax, SUVmean, MTV and TLG respectively. CONCLUSION Inclusion of 18F-FDG-PET/CT in the pre-therapy assessment of cervical cancer improves the accuracy of staging in about half of the patients. The metabolic parameters of the primary tumor perform well in predicting the presence of distant metastases.
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Affiliation(s)
- Ismaheel O. Lawal
- Department of Nuclear Medicine, University of Pretoria, Pretoria, South Africa
| | - Thabo Lengana
- Department of Nuclear Medicine, University of Pretoria, Pretoria, South Africa
| | | | - Florette Reyneke
- Department of Nuclear Medicine, University of Pretoria, Pretoria, South Africa
| | - Gbenga O. Popoola
- Department of Epidemiology and Community Health, University of Ilorin, Ilorin, Nigeria
| | - Alfred O. Ankrah
- Department of Nuclear Medicine, University of Pretoria, Pretoria, South Africa
- Department of Nuclear Medicine and Molecular Imaging, University Medical Center, Groningen, The Netherlands
| | - Mike M. Sathekge
- Department of Nuclear Medicine, University of Pretoria, Pretoria, South Africa
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