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Qin S, Chen Y, Liu K, Li Y, Zhou Y, Zhao W, Xin P, Wang Q, Lu S, Wang H, Lang N. Predicting the response to neoadjuvant chemoradiation for rectal cancer using nomograms based on MRI tumour regression grade. Cancer Radiother 2024:S1278-3218(24)00088-X. [PMID: 38981746 DOI: 10.1016/j.canrad.2024.01.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Revised: 11/23/2023] [Accepted: 01/20/2024] [Indexed: 07/11/2024]
Abstract
PURPOSE This study aimed to develop nomograms that combine clinical factors and MRI tumour regression grade to predict the pathological response of mid-low locally advanced rectal cancer to neoadjuvant chemoradiotherapy. METHODS The retrospective study included 204 patients who underwent neoadjuvant chemoradiotherapy and surgery between January 2013 and December 2021. Based on pathological tumour regression grade, patients were categorized into four groups: complete pathological response (pCR, n=45), non-complete pathological response (non-pCR; n=159), good pathological response (pGR, n=119), and non-good pathological response (non-pGR, n=85). The patients were divided into a training set and a validation set in a 7:3 ratio. Based on the results of univariate and multivariate analyses in the training set, two nomograms were respectively constructed to predict complete and good pathological responses. Subsequently, these predictive models underwent validation in the independent validation set. The prognostic performances of the models were evaluated using the area under the curve (AUC). RESULTS The nomogram predicting complete pathological response incorporates tumour length, post-treatment mesorectal fascia involvement, white blood cell count, and MRI tumour regression grade. It yielded an AUC of 0.787 in the training set and 0.716 in the validation set, surpassing the performance of the model relying solely on MRI tumour regression grade (AUCs of 0.649 and 0.530, respectively). Similarly, the nomogram predicting good pathological response includes the distance of the tumour's lower border from the anal verge, post-treatment mesorectal fascia involvement, platelet/lymphocyte ratio, and MRI tumour regression grade. It achieved an AUC of 0.754 in the training set and 0.719 in the validation set, outperforming the model using MRI tumour regression grade alone (AUCs of 0.629 and 0.638, respectively). CONCLUSIONS Nomograms combining MRI tumour regression grade with clinical factors may be useful for predicting pathological response of mid-low locally advanced rectal cancer to neoadjuvant chemoradiotherapy. The proposed models could be applied in clinical practice after validation in large samples.
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Affiliation(s)
- S Qin
- Department of Radiology, Peking University Third Hospital, Beijing, China
| | - Y Chen
- Department of Radiology, Peking University Third Hospital, Beijing, China
| | - K Liu
- Department of Radiology, Peking University Third Hospital, Beijing, China
| | - Y Li
- College of Basic Medical Sciences, Peking University Health Science Centre, Beijing, China
| | - Y Zhou
- Department of Radiology, Peking University Third Hospital, Beijing, China
| | - W Zhao
- Department of Radiology, Peking University Third Hospital, Beijing, China
| | - P Xin
- Department of Radiology, Peking University Third Hospital, Beijing, China
| | - Q Wang
- Department of Radiology, Peking University Third Hospital, Beijing, China
| | - S Lu
- Department of General Surgery, Peking University Third Hospital, Beijing, China
| | - H Wang
- Department of Radiation Oncology, Cancer Center, Peking University Third Hospital, Beijing, China
| | - N Lang
- Department of Radiology, Peking University Third Hospital, Beijing, China.
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Wang J, Liu H, Li A, Jiang H, Pan Y, Chen X, Yin L, Lin M. A new membrane anatomy-oriented classification of radical surgery for rectal cancer. Gastroenterol Rep (Oxf) 2023; 11:goad069. [PMID: 38145104 PMCID: PMC10739184 DOI: 10.1093/gastro/goad069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 11/08/2023] [Accepted: 11/10/2023] [Indexed: 12/26/2023] Open
Abstract
For patients with different clinical stages of rectal cancer, tailored surgery is urgently needed. Over the past 10 years, our team has conducted numerous anatomical studies and proposed the "four fasciae and three spaces" theory to guide rectal cancer surgery. Enlightened by the anatomical basis of the radical hysterectomy classification system of Querleu and Morrow, we proposed a new classification system of radical surgery for rectal cancer based on membrane anatomy. This system categorizes the surgery into four types (A-D) and incorporates corresponding subtypes based on the preservation of the autonomic nerve. Our surgical classification unifies the pelvic membrane anatomical terminology, validates the feasibility of classifying rectal cancer surgery using the theory of "four fasciae and three spaces," and lays the theoretical groundwork for the future development of unified and standardized classification of radical pelvic tumor surgery.
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Affiliation(s)
- Jiaqi Wang
- Department of General Surgery, Yangpu Hospital, Tongji University School of Medicine, Shanghai, P. R. China
- Institute of Gastrointestinal Surgery and Translational Medicine, Tongji University School of Medicine, Shanghai, P. R. China
| | - Hailong Liu
- Department of General Surgery, Yangpu Hospital, Tongji University School of Medicine, Shanghai, P. R. China
- Institute of Gastrointestinal Surgery and Translational Medicine, Tongji University School of Medicine, Shanghai, P. R. China
| | - Ajian Li
- Department of General Surgery, Yangpu Hospital, Tongji University School of Medicine, Shanghai, P. R. China
| | - Huihong Jiang
- Department of General Surgery, Yangpu Hospital, Tongji University School of Medicine, Shanghai, P. R. China
- Institute of Gastrointestinal Surgery and Translational Medicine, Tongji University School of Medicine, Shanghai, P. R. China
| | - Yun Pan
- Institute of Gastrointestinal Surgery and Translational Medicine, Tongji University School of Medicine, Shanghai, P. R. China
| | - Xin Chen
- Institute of Gastrointestinal Surgery and Translational Medicine, Tongji University School of Medicine, Shanghai, P. R. China
| | - Lu Yin
- Department of General Surgery, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, P. R. China
| | - Moubin Lin
- Department of General Surgery, Yangpu Hospital, Tongji University School of Medicine, Shanghai, P. R. China
- Institute of Gastrointestinal Surgery and Translational Medicine, Tongji University School of Medicine, Shanghai, P. R. China
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Qin S, Lu S, Liu K, Zhou Y, Wang Q, Chen Y, Zhang E, Wang H, Lang N. Radiomics from Mesorectal Blood Vessels and Lymph Nodes: A Novel Prognostic Predictor for Rectal Cancer with Neoadjuvant Therapy. Diagnostics (Basel) 2023; 13:1987. [PMID: 37370882 DOI: 10.3390/diagnostics13121987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 05/24/2023] [Accepted: 06/03/2023] [Indexed: 06/29/2023] Open
Abstract
The objective of our study is to investigate the predictive value of various combinations of radiomic features from intratumoral and different peritumoral regions of interest (ROIs) for achieving a good pathological response (pGR) following neoadjuvant chemoradiotherapy (nCRT) in patients with locally advanced rectal cancer (LARC). This retrospective study was conducted using data from LARC patients who underwent nCRT between 2013 and 2021. Patients were divided into training and validation cohorts at a ratio of 4:1. Intratumoral ROIs (ROIITU) were segmented on T2-weighted imaging, while peritumoral ROIs were segmented using two methods: ROIPTU_2mm, ROIPTU_4mm, and ROIPTU_6mm, obtained by dilating the boundary of ROIITU by 2 mm, 4 mm, and 6 mm, respectively; and ROIMR_F and ROIMR_BVLN, obtained by separating the fat and blood vessels + lymph nodes in the mesorectum. After feature extraction and selection, 12 logistic regression models were established using radiomics features derived from different ROIs or ROI combinations, and five-fold cross-validation was performed. The average area under the receiver operating characteristic curve (AUC) was used to evaluate the performance of the models. The study included 209 patients, consisting of 118 pGR and 91 non-pGR patients. The model that integrated ROIITU and ROIMR_BVLN features demonstrated the highest predictive ability, with an AUC (95% confidence interval) of 0.936 (0.904-0.972) in the training cohort and 0.859 (0.745-0.974) in the validation cohort. This model outperformed models that utilized ROIITU alone (AUC = 0.779), ROIMR_BVLN alone (AUC = 0.758), and other models. The radscore derived from the optimal model can predict the treatment response and prognosis after nCRT. Our findings validated that the integration of intratumoral and peritumoral radiomic features, especially those associated with mesorectal blood vessels and lymph nodes, serves as a potent predictor of pGR to nCRT in patients with LARC. Pending further corroboration in future research, these insights could provide novel imaging markers for refining therapeutic strategies.
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Affiliation(s)
- Siyuan Qin
- Department of Radiology, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing 100191, China
| | - Siyi Lu
- Department of General Surgery, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing 100191, China
| | - Ke Liu
- Department of Radiology, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing 100191, China
| | - Yan Zhou
- Department of Radiology, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing 100191, China
| | - Qizheng Wang
- Department of Radiology, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing 100191, China
| | - Yongye Chen
- Department of Radiology, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing 100191, China
| | - Enlong Zhang
- Department of Radiology, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing 100191, China
- Department of Radiology, Peking University International Hospital, Life Park Road No. 1 Life Science Park of Zhong Guancun, Chang Ping District, Beijing 102206, China
| | - Hao Wang
- Department of Radiation Oncology, Cancer Center, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing 100191, China
| | - Ning Lang
- Department of Radiology, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing 100191, China
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Wang J, Chen J, Zhou R, Gao Y, Li J. Machine learning-based multiparametric MRI radiomics for predicting poor responders after neoadjuvant chemoradiotherapy in rectal Cancer patients. BMC Cancer 2022; 22:420. [PMID: 35439946 PMCID: PMC9017030 DOI: 10.1186/s12885-022-09518-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 04/08/2022] [Indexed: 01/30/2023] Open
Abstract
BACKGROUND The purpose of this study was to investigate and validate multiparametric magnetic resonance imaging (MRI)-based machine learning classifiers for early identification of poor responders after neoadjuvant chemoradiotherapy (nCRT) in patients with locally advanced rectal cancer (LARC). METHODS Patients with LARC who underwent nCRT were included in this retrospective study (207 patients). After preprocessing of multiparametric MRI, radiomics features were extracted and four feature selection methods were used to select robust features. The selected features were used to build five machine learning classifiers, and 20 (four feature selection methods × five machine learning classifiers) predictive models for the screening of poor responders were constructed. The predictive models were evaluated according to the area under the curve (AUC), F1 score, accuracy, sensitivity, and specificity. RESULTS Eighty percent of all predictive models constructed achieved an AUC of more than 0.70. A predictive model using a support vector machine classifier with the minimum redundancy maximum relevance (mRMR) selection method followed by the least absolute shrinkage and selection operator (LASSO) selection method showed superior prediction performance, with an AUC of 0.923, an F1 score of 88.14%, and accuracy of 91.03%. The predictive performance of the constructed models was not improved by ComBat compensation. CONCLUSIONS In rectal cancer patients who underwent neoadjuvant chemoradiotherapy, machine learning classifiers with radiomics features extracted from multiparametric MRI were able to accurately discriminate poor responders from good responders. The techniques should provide additional information to guide patient-tailored treatment.
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Affiliation(s)
- Jia Wang
- Department of Ultrasound, Qingdao Women and Children Hospital, Shandong, Qingdao, China
| | - Jingjing Chen
- Department of Radiology, The Affiliated Hospital of Qingdao University, 16 Jiangsu Road, Shandong, Qingdao, China
| | - Ruizhi Zhou
- Department of Radiology, The Affiliated Hospital of Qingdao University, 16 Jiangsu Road, Shandong, Qingdao, China
| | - Yuanxiang Gao
- Department of Radiology, The Affiliated Hospital of Qingdao University, 16 Jiangsu Road, Shandong, Qingdao, China
| | - Jie Li
- Department of Radiology, The Affiliated Hospital of Qingdao University, 16 Jiangsu Road, Shandong, Qingdao, China.
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Pangarkar S, Mistry K, Choudhari A, Smriti V, Ahuja A, Katdare A, Engineer R, Ostwal V, Ramadwar M, Saklani A, Baheti AD. Accuracy of MRI for nodal restaging in rectal cancer: a retrospective study of 166 cases. Abdom Radiol (NY) 2021; 46:498-505. [PMID: 32813028 DOI: 10.1007/s00261-020-02708-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 08/06/2020] [Accepted: 08/08/2020] [Indexed: 12/12/2022]
Abstract
AIM Assessing metastatic mesorectal nodal involvement is a challenge in rectal cancer, especially in the post chemoradiation setting. We aim to assess the accuracy of MRI for nodal restaging and the validity of SAR criteria (≥ 5 mm size being metastatic). MATERIALS AND METHODS This was an IRB-approved retrospective study of 166 patients with locally advanced rectal cancers, operated after neoadjuvant treatment. Two dedicated oncoradiologists reviewed the 166 post-chemoradiation presurgical MRIs in consensus. Nodal size and morphology (shape, margins, and signal intensity) were noted. The most accurate cut-off for size for predicting positive pN status was determined using the Youden index. RESULTS MRI understaged 30/166 (18%) and overstaged 40/166 (24%) patients using the SAR criteria. The most accurate cut-off for node size was 5.5 mm, with a sensitivity of 75%, specificity of 60.2%, PPV of 40.7%, NPV of 86.9% (95% CI:78-92.5%), accuracy of 64.2%, and area under the curve (AUC) 0.657 (95% CI-0.524-0.79). Morphological characteristics were not significant to determine involvement, with positive nodes including 42% of round and 31% of oval nodes, 40% of heterogeneous and 45% of homogeneous nodes, and 31% irregularly marginated and 46% nodes with regular margins being positive on pathology. MRI was accurate in predicting pathology for mucinous nodes in 9/29 (31%) cases. Seven cases which were yN2 on MRI and yN0 on pathology demonstrated mucinous changes on MRI and had acellular mucin on histopathology. CONCLUSIONS MRI has good negative predictive value, poor positive predictive value and moderate accuracy in nodal restaging. The cut-off of 5.5 mm demonstrated in our study is close to the SAR cut-off of 5 mm in the post-treatment setting. MRI accuracy is lower in patients with mucinous nodes.
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Verma K, Engineer R, Ostwal V, Kumar S, Arya S, Desouza AL, Saklani AP. Persistent involvement of anterior mesorectal fascia in carcinoma rectum - extended resection of rectum vs total pelvic exenteration: results from a single-centre retrospective study. Colorectal Dis 2018; 20:1070-1077. [PMID: 29985547 DOI: 10.1111/codi.14336] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Accepted: 06/13/2018] [Indexed: 12/21/2022]
Abstract
AIM Involvement of the anterior mesorectal fascia (iAMRF) after neoadjuvant treatment leads to either resection of the involved organ alone [extended resection of the rectum (ERR)] or total pelvic exenteration (TPE). The purpose of this study was to compare the rate of recurrence and survival of patients undergoing ERR or TPE for iAMRF after neoadjuvant treatment. The outcome of patients who underwent total mesorectal excision after downstaging was also compared. METHOD This was a retrospective study of primary rectal cancer patients. RESULTS Of 237 patients, 61 (21.5%) patients with nonmetastatic carcinoma rectum had iAMRF at baseline. Ten patients defaulted before completion of neoadjuvant chemoradiotherapy. After neoadjuvant chemoradiotherapy, 22 patients (43.1%) developed systemic metastases, seven patients (13.8%) were downstaged to free anterior mesorectal fascia and underwent total mesorectal excision (anterior resection/abdominoperineal resection) and the remaining 22 patients (43.1%) had persistent iAMRF. Thirteen patients with persistent iAMRF underwent ERR, whereas nine patients underwent TPE. The median duration of hospital stay in the TPE group was 13 days (10-26), whereas it was 7 days (5-21) in the ERR group. A clear circumferential resection margin, R0 resection, was achieved in all patients with TPE and ERR. After a median follow-up of 31.6 months, five patients with TPE (55.6%), four patients with ERR (30.7%) and three patients in the downstaged group (42.9%) developed systemic recurrence. None of the patients with TPE and the downstaged group developed local recurrence, whereas three patients with ERR (23.1%) developed local recurrence. Median disease-free survival was 12.3 months in the TPE group, 18.9 months in the ERR group and 10.6 months in the downstaged group, whereas mean overall survival was 36.2, 32.8 and 27.9 months, respectively. CONCLUSION Although there is no significant difference in the overall survival and disease-free survival, ERR is associated with a high risk of local recurrence compared to TPE and the downstaged group.
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Affiliation(s)
- K Verma
- Department of Surgical Oncology, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - R Engineer
- Department of Radiation Oncology, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - V Ostwal
- Department of Medical Oncology, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - S Kumar
- Department of Radiodiagnosis, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - S Arya
- Department of Radiodiagnosis, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - A L Desouza
- Department of Surgical Oncology, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - A P Saklani
- Department of Surgical Oncology, Tata Memorial Centre, Mumbai, Maharashtra, India
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Beyond total mesorectal excision in locally advanced rectal cancer with organ or pelvic side-wall involvement. Eur J Surg Oncol 2018; 44:1226-1232. [DOI: 10.1016/j.ejso.2018.03.029] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Revised: 02/28/2018] [Accepted: 03/31/2018] [Indexed: 01/07/2023] Open
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Nonaka T, Fukuda A, Maekawa K, Nagayoshi S, Tokunaga T, Takatsuki M, Kitajima T, Taniguchi K, Fujioka H. The Feasibility and Efficacy of Laparoscopic Extended Total Mesorectal Excision for Locally Advanced Lower Rectal Cancer. In Vivo 2018; 32:643-648. [PMID: 29695572 DOI: 10.21873/invivo.11287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2018] [Revised: 03/06/2018] [Accepted: 03/07/2018] [Indexed: 11/10/2022]
Abstract
BACKGROUND/AIM Extended total mesorectal excision (ETME) is defined as en bloc resection of the adjacent organs outside the mesorectal fascia, that is indicated in cases with locally advanced lower rectal cancer (T4 tumor). The aim of this study was to evaluate the clinical and oncological outcomes of laparoscopic ETME (L-ETME) for locally advanced lower rectal cancer. PATIENTS AND METHODS The present study analyzed clinical outcomes and oncological outcomes of 11 consecutive patients who underwent L-ETME for cT4 lower rectal cancer in Nagasaki Medical Center between 2012 and 2015. RESULTS Of the 11 patients, 7 underwent neoadjuvant therapy, and 7 underwent pelvic node dissection. One case (7.1%) underwent resection of anterior organs (prostate), 6 cases (54.5%) had resection of the lateral organs (neurovascular bundle, hypogastric nerve, pelvic plexus, ovary, and internal iliac blood vessels) and 4 cases (36.4%) had resection of both anterior and lateral organs. In all cases enrolled in this study, R0 resection was achieved. The median operation time and intraoperative blood loss were 416 min and 350 ml, respectively. The postoperative complication rate was 18.2% (2/11). The 3-year overall survival rate was 79.5%, and the 3-year local recurrence-free survival rate was 87.5%. There was no mortality and no re-operation in this series. CONCLUSION The results of the present study suggest that L-ETME is feasible and has efficacy for locally advanced lower rectal cancer.
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Affiliation(s)
- Takashi Nonaka
- Department of Surgery, National Hospital Organization Nagasaki Medical Center, Nagasaki, Japan
| | - Akiko Fukuda
- Department of Surgery, National Hospital Organization Nagasaki Medical Center, Nagasaki, Japan
| | - Kyoichiro Maekawa
- Department of Surgery, National Hospital Organization Nagasaki Medical Center, Nagasaki, Japan
| | - Shigeki Nagayoshi
- Department of Surgery, National Hospital Organization Nagasaki Medical Center, Nagasaki, Japan
| | - Takayuki Tokunaga
- Department of Surgery, National Hospital Organization Nagasaki Medical Center, Nagasaki, Japan
| | - Mitsutoshi Takatsuki
- Department of Surgery, National Hospital Organization Nagasaki Medical Center, Nagasaki, Japan
| | - Tomoo Kitajima
- Department of Surgery, National Hospital Organization Nagasaki Medical Center, Nagasaki, Japan
| | - Ken Taniguchi
- Department of Surgery, National Hospital Organization Nagasaki Medical Center, Nagasaki, Japan
| | - Hikaru Fujioka
- Department of Surgery, National Hospital Organization Nagasaki Medical Center, Nagasaki, Japan
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Individualizing surgical treatment based on tumour response following neoadjuvant therapy in T4 primary rectal cancer. Eur J Surg Oncol 2017; 43:92-99. [DOI: 10.1016/j.ejso.2016.09.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2016] [Revised: 08/10/2016] [Accepted: 09/06/2016] [Indexed: 01/13/2023] Open
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10
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The accuracy of MRI, endorectal ultrasonography, and computed tomography in predicting the response of locally advanced rectal cancer after preoperative therapy: A metaanalysis. Surgery 2015; 159:688-99. [PMID: 26619929 DOI: 10.1016/j.surg.2015.10.019] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2015] [Revised: 10/07/2015] [Accepted: 10/16/2015] [Indexed: 12/15/2022]
Abstract
BACKGROUND To perform a metaanalysis to determine and compare the diagnostic performance of MRI, endorectal ultrasonography (ERUS), and computed tomography (CT) in predicting the response of locally advanced rectal cancer after preoperative therapy. METHODS All previously published articles on the role of MRI, CT, and/or ERUS in predicting the response of rectal cancer to preoperative therapy were collected. We divided the objective in 3 parts: the accuracy to assess (i) complete response, (ii) to detect T4 tumors with invasion to the circumferential resection margin (CRM), and (iii) to predict the presence of lymph node metastasis. The pooled estimates of, sensitivity, specificity, positive predictive value, negative predictive value, and accuracy were calculated using a bivariate mixed effect analysis. RESULTS Forty-six studies comprising 2,224 patients were included. (i) The pooled accuracy to assess complete tumor response were (a) 75% for MRI, (b) 82% for ERUS, (c) and 83% for CT. (ii) Pooled accuracy to detect T4 tumors with invasion to the CRM were (a) 88% and (b) 94% for ERUS. (iii) Pooled accuracy to predict the presence of lymph node metastasis was (a) 72% for MRI, (b) 72% for ERUS, (c) and 65% for CT. CONCLUSION MRI, CT, and ERUS cannot be used to predict complete response of locally advanced rectal cancer after CRT. In addition, the positive predictive value for these imaging techniques is low for the assessment of tumor invasion in the CRM. The accuracy of the modalities to predict the presence of metastatic lymph node disease is also low.
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Memon S, Lynch AC, Bressel M, Wise AG, Heriot AG. Systematic review and meta-analysis of the accuracy of MRI and endorectal ultrasound in the restaging and response assessment of rectal cancer following neoadjuvant therapy. Colorectal Dis 2015; 17:748-61. [PMID: 25891148 DOI: 10.1111/codi.12976] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2014] [Accepted: 02/26/2015] [Indexed: 12/14/2022]
Abstract
AIM Restaging imaging by MRI or endorectal ultrasound (ERUS) following neoadjuvant chemoradiotherapy is not routinely performed, but the assessment of response is becoming increasingly important to facilitate individualization of management. METHOD A search of the MEDLINE and Scopus databases was performed for studies that evaluated the accuracy of restaging of rectal cancer following neoadjuvant chemoradiotherapy with MRI or ERUS against the histopathological outcome. A systematic review of selected studies was performed. The methodological quality of studies that qualified for meta-analysis was critically assessed to identify studies suitable for inclusion in the meta-analysis. RESULTS Sixty-three articles were included in the systematic review. Twelve restaging MRI studies and 18 restaging ERUS studies were eligible for meta-analysis of T-stage restaging accuracy. Overall, ERUS T-stage restaging accuracy (mean [95% CI]: 65% [56-72%]) was nonsignificantly higher than MRI T-stage accuracy (52% [44-59%]). Restaging MRI is accurate at excluding circumferential resection margin involvement. Restaging MRI and ERUS were equivalent for prediction of nodal status: the accuracy of both investigations was 72% with over-staging and under-staging occurring in 10-15%. CONCLUSION The heterogeneity amongst restaging studies is high, limiting conclusive findings regarding their accuracies. The accuracy of restaging imaging is different for different pathological T stages and highest for T3 tumours. Morphological assessment of T- or N-stage by MRI or ERUS is currently not accurate or consistent enough for clinical application. Restaging MRI appears to have a role in excluding circumferential resection margin involvement.
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Affiliation(s)
- S Memon
- Division of Cancer Surgery, Colorectal Surgery Department, Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia.,Department of Surgery, St Vincent's Hospital, University of Melbourne, Melbourne, Victoria, Australia
| | - A C Lynch
- Division of Cancer Surgery, Colorectal Surgery Department, Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia.,Department of Surgery, St Vincent's Hospital, University of Melbourne, Melbourne, Victoria, Australia
| | - M Bressel
- Department of Biostatistics and Clinical Trials, Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia
| | - A G Wise
- Department of Cancer Imaging, Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia
| | - A G Heriot
- Division of Cancer Surgery, Colorectal Surgery Department, Peter MacCallum Cancer Centre, East Melbourne, Victoria, Australia.,Department of Surgery, St Vincent's Hospital, University of Melbourne, Melbourne, Victoria, Australia
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Wiig JN, Giercksky KE, Tveit KM. Intraoperative radiotherapy for locally advanced or locally recurrent rectal cancer: Does it work at all? Acta Oncol 2014; 53:865-76. [PMID: 24678823 DOI: 10.3109/0284186x.2014.895037] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
BACKGROUND Intraoperative radiotherapy (IORT) has been given for primary and locally recurrent rectal cancer for 30 years. Still, its effect is not clear. MATERIAL AND METHODS PubMed and EMBASE search for papers after 1989 on surgical treatment and external beam radiotherapy (EBRT) for primary advanced and locally recurrent rectal cancer, with and without IORT. From each center the most recent paper was generally selected. Survival and local recurrence at five years was tabulated for the total groups and separate R-stages. Also, the technique for IORT, use of EBRT and chemotherapy as well as surgical approach was registered. RESULTS In primary cancer 18 papers from 14 centers were tabulated, including one randomized and five internally comparing studies, as well as seven studies without IORT. In locally recurrent cancer 18 papers from 13 centers were tabulated, including four internally comparing studies and also five without IORT. Overall survival (OS) and local recurrence rate (LRR) were higher for primary cancer compared to recurrent cancer. Patients with R0 resections had better outcome than patients with R1 or R2 resections. For primary cancer OS and LR rate of the total groups and R0 stages was not influenced by IORT. An effect on R1/R2 stages cannot be excluded. The only randomized study (primary cancer) did not show any effect of IORT. CONCLUSION IORT does not convincingly improve OS and LR rate for primary and locally recurrent rectal cancer. If there is an effect of IORT, it is small and cannot be shown outside randomized studies analyzing the separate R stages.
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Affiliation(s)
- Johan N Wiig
- Department of Gastroenterological Surgery, The Norwegian Radium Hospital, Oslo University Hospital , Oslo , Norway
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Saklani AP, Bae SU, Clayton A, Kim NK. Magnetic resonance imaging in rectal cancer: A surgeon’s perspective. World J Gastroenterol 2014; 20:2030-2041. [PMID: 24616572 PMCID: PMC3934473 DOI: 10.3748/wjg.v20.i8.2030] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2013] [Revised: 11/27/2013] [Accepted: 01/15/2014] [Indexed: 02/06/2023] Open
Abstract
Magnetic resonance imaging (MRI) in rectal cancer was first investigated in 1999 and has become almost mandatory in planning rectal cancer treatment. MRI has a high accuracy in predicting circumferential resection margin involvement and is used to plan neoadjuvant therapy. The accuracy of MRI in assessing mesorectal lymph nodes remains moderate, as there are no reliable criteria to assess nodal involvement. MRI seems to be good in assessing peritoneal involvement in upper rectal cancer; this however has been assessed in only a few studies and needs further research. For low rectal cancers, mesorectum is thin at the level of levator ani especially in relation to prostate; so predicting circumferential resection margin involvement is not easy. However high spatial resolution coronal imaging shows levator muscles, sphincter complex and intersphincteric plane accurately. This is used to stage low rectal tumors and plan plane of surgery (standard surgery, intersphincteric resection, Extralevator abdominoperineal resection). While most centres perform MRI post chemoradiotherapy, its role in accurate staging post neoadjuvant therapy remains debatable. THe role of Diffusion weighted MRI post neoadjuvant therapy is being evaluated in research settings.
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van der Paardt MP, Zagers MB, Beets-Tan RGH, Stoker J, Bipat S. Patients who undergo preoperative chemoradiotherapy for locally advanced rectal cancer restaged by using diagnostic MR imaging: a systematic review and meta-analysis. Radiology 2013; 269:101-12. [PMID: 23801777 DOI: 10.1148/radiol.13122833] [Citation(s) in RCA: 262] [Impact Index Per Article: 23.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
PURPOSE To obtain performance values of magnetic resonance (MR) imaging for restaging locally advanced rectal cancer after neoadjuvant treatment regarding tumor staging, nodal staging, and tumor-free circumferential resection margins (CRMs). MATERIALS AND METHODS MEDLINE, EMBASE, and Cochrane databases were searched for studies regarding restaging compared with a reference standard by using the terms rectal neoplasms, MR imaging, and chemotherapy. The Quality Assessment of Diagnostic Accuracy Studies tool was used, and data on imaging criteria, histopathologic criteria, and restaging were extracted. Responders were defined as positives and nonresponders, as negatives. Mean sensitivity, mean specificity, and positive and negative likelihood ratios (LRs) were determined by using a bivariate random-effects model. A positive LR greater than 5 implied moderate results for responders. RESULTS Thirty-three studies evaluated 1556 patients. For tumor stage, mean sensitivity was 50.4%, mean specificity was 91.2%, positive LR was 5.76, and negative LR was 0.54. Diffusion-weighted (DW) imaging showed comparable positive LR with significantly improved sensitivity (P = .01) and negative LR (P = .04). Experienced observers showed higher sensitivity (P = .01) and lower negative LR (P = .03) compared with less experienced observers. For CRM, mean sensitivity, mean specificity, positive LR, and negative LR were 76.3%, 85.9%, 5.40, and 0.28, respectively. For nodal stage per patient, mean sensitivity, mean specificity, positive LR, and negative LR were 76.5%, 59.8%, 1.90, and 0.39, respectively; and for nodal stage on a lesion basis, these values were 90.7%, 73.0%, 3.37, and 0.13, respectively. CONCLUSION MR imaging showed heterogeneous results of diagnostic performances for restaging rectal cancer after neoadjuvant treatment, but significantly better results were demonstrated when DW imaging was used or with experienced observers. MR imaging can also be used for evaluation of CRM staging, but nodal staging remains challenging.
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Affiliation(s)
- Marije P van der Paardt
- Department of Radiology, Academic Medical Center, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, the Netherlands
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Hole KH, Larsen SG, Grøholt KK, Giercksky KE, Ree AH. Magnetic resonance-guided histopathology for improved accuracy of tumor response evaluation of neoadjuvant treatment in organ-infiltrating rectal cancer. Radiother Oncol 2013; 107:178-83. [DOI: 10.1016/j.radonc.2013.03.017] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2012] [Revised: 03/18/2013] [Accepted: 03/20/2013] [Indexed: 02/07/2023]
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Saelen MG, Ree AH, Kristian A, Fleten KG, Furre T, Hektoen HH, Flatmark K. Radiosensitization by the histone deacetylase inhibitor vorinostat under hypoxia and with capecitabine in experimental colorectal carcinoma. Radiat Oncol 2012; 7:165. [PMID: 23017053 PMCID: PMC3488009 DOI: 10.1186/1748-717x-7-165] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2012] [Accepted: 09/21/2012] [Indexed: 01/01/2023] Open
Abstract
Background The histone deacetylase inhibitor vorinostat is a candidate radiosensitizer in locally advanced rectal cancer (LARC). Radiosensitivity is critically influenced by hypoxia; hence, it is important to evaluate the efficacy of potential radiosensitizers under variable tissue oxygenation. Since fluoropyrimidine-based chemoradiotherapy (CRT) is the only clinically validated regimen in LARC, efficacy in combination with this established regimen should be assessed in preclinical models before a candidate drug enters clinical trials. Methods Radiosensitization by vorinostat under hypoxia was studied in four colorectal carcinoma cell lines and in one colorectal carcinoma xenograft model by analysis of clonogenic survival and tumor growth delay, respectively. Radiosensitizing effects of vorinostat in combination with capecitabine were assessed by evaluation of tumor growth delay in two colorectal carcinoma xenografts models. Results Under hypoxia, radiosensitization by vorinostat was demonstrated in vitro in terms of decreased clonogenicity and in vivo as inhibition of tumor growth. Adding vorinostat to capecitabine-based CRT increased radiosensitivity of xenografts in terms of inhibited tumor growth. Conclusions Vorinostat sensitized colorectal carcinoma cells to radiation under hypoxia in vitro and in vivo and improved therapeutic efficacy in combination with capecitabine-based CRT in vivo. The results encourage implementation of vorinostat into CRT in LARC trials.
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Affiliation(s)
- Marie Grøn Saelen
- Department of Tumor Biology, Norwegian Radium Hospital, Oslo University Hospital, P,O, Box 4953, Nydalen, 0424, Oslo, Norway
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Weber GF, Rosenberg R, Murphy JE, Meyer zum Büschenfelde C, Friess H. Multimodal treatment strategies for locally advanced rectal cancer. Expert Rev Anticancer Ther 2012; 12:481-94. [PMID: 22500685 DOI: 10.1586/era.12.3] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
This review outlines the important multimodal treatment issues associated with locally advanced rectal cancer. Changes to chemotherapy and radiation schema, as well as modern surgical approaches, have led to a revolution in the management of this disease but the morbidity and mortality remains high. Adequate treatment is dependent on precise preoperative staging modalities. Advances in staging via endorectal ultrasound, computed tomography, MRI and PET have improved pretreatment triage and management. Important prognostic factors and their impact for this disease are under investigation. Here we discuss the different treatment options including modern tumor-related surgical approaches, neoadjuvant as well as adjuvant therapies. Further clinical progress will largely depend on the broader implementation of multidisciplinary treatment strategies following the principles of evidence-based medicine.
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Affiliation(s)
- Georg F Weber
- Massachusetts General Hospital/Harvard Medical School, Boston, MA 02114, USA
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Jurado M, Alcázar JL, Martinez-Monge R. Resectability rates of previously irradiated recurrent cervical cancer (PIRCC) treated with pelvic exenteration: is still the clinical involvement of the pelvis wall a real contraindication? a twenty-year experience. Gynecol Oncol 2009; 116:38-43. [PMID: 19878978 DOI: 10.1016/j.ygyno.2009.09.035] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2009] [Revised: 09/22/2009] [Accepted: 09/26/2009] [Indexed: 11/26/2022]
Abstract
OBJECTIVE (1) To determine the accuracy of a standard clinical and radiological assessment of resectability in patients with previously irradiated recurrent cervical cancer (PIRCC), and (2) to report the outcome and prognostic factors in this high-risk population treated with an exenterative procedure. METHODS Forty-eight patients with centrally located (n=20, 41.7%) or lateralized (n=28, 58.3%) PIRCC treated with exenterative procedures were analyzed. All patients underwent standard assessment of resectability with pelvic exam and radiological studies. Patients with centrally located tumors were considered as resectable and lateralized tumors were deemed unresectable. RESULTS Complete surgical resection with negative margins (R0) was achieved in 28.6% of the patients with lateral recurrences and in 65.0% of the patients with central recurrences (p<0.019). After a median follow-up of 114.6 months (3.0-244.9 months), the 10-year local control rate for the whole group was 36.3%, 43.1% in the central PIRCC group and 31.5% in the lateral PIRCC group, respectively (p=0.290). Multivariate analysis showed that improved local control was significantly associated with the presence of negative margins (p=0.004). The 10-year distant failure rate was 69%, 56.6% in the central PIRCC group and 83.2% in the lateral PIRCC group (p=0.178), respectively. Multivariate analysis showed that the development of distant metastases was significantly correlated with the absence of local control (p=0.01). The 10-year disease-specific survival (DSS) for central and lateral PIRCC was 27.2% and 14.9%, respectively (p=0.239). Multivariate analysis showed that negative margins (p=0.001), local control (p=0.001) and distant control (p=0.006) were all significantly associated with improved DSS. Location of PIRCC (central vs. lateral) was irrelevant for DSS in completely resected (R0) patients. Overall morbidity rate was 65.0% and 73.3% for central and lateral PIRCC patients, respectively (p=0.528). CONCLUSION About one-third of the patients with lateral PIRCC classified as unresectable with non-surgical means may ultimately undergo complete (R0) resections and about one-third of the patients with centrally located PIRCC and judged as resectable will undergo non-curative (R1) resections. A curative (R0) resection significantly impacts local control rates, distant metastases-free rates and DSS.
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Affiliation(s)
- Matías Jurado
- Department of Gynecology, Clinica Universidad de Navarra, University of Navarra, Pamplona, Spain.
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