1
|
Su R, Wu S, Shen H, Chen Y, Zhu J, Zhang Y, Jia H, Li M, Chen W, He Y, Gao F. Combining Clinicopathology, IVIM-DWI and Texture Parameters for a Nomogram to Predict Treatment Response to Neoadjuvant Chemoradiotherapy in Locally Advanced Rectal Cancer Patients. Front Oncol 2022; 12:886101. [PMID: 35712519 PMCID: PMC9197196 DOI: 10.3389/fonc.2022.886101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 04/25/2022] [Indexed: 11/13/2022] Open
Abstract
Objectives This study aimed to create a nomogram for the risk prediction of neoadjuvant chemoradiotherapy (nCRT) resistance in locally advanced rectal cancer (LARC). Methods Clinical data in this retrospective study were collected from a total of 135 LARC patients admitted to our hospital from June 2016 to December 2020. After screening by inclusion and exclusion criteria, 62 patients were included in the study. Texture analysis (TA) was performed on T2WI and DWI images. Patients were divided into response group (CR+PR) and no-response group (SD+PD) according to efficacy assessment. Multivariate analysis was performed on clinicopathology, IVIM-DWI and texture parameters for screening of independent predictors. A nomogram was created and model fit and clinical net benefit were assessed. Results Multivariate analysis of clinicopathology parameters showed that the differentiation and T stage were independent predictors (OR values were 14.516 and 11.589, resp.; P<0.05). Multivariate analysis of IVIM-DWI and texture parameters showed that f value and Rads-score were independent predictors (OR values were 0.855, 2.790, resp.; P<0.05). In this study, clinicopathology together with IVIM-DWI and texture parameters showed the best predictive efficacy (AUC=0.979). The nomogram showed good predictive performance and stability in identifying high-risk LARC patients who are resistant to nCRT (C-index=0.979). Decision curve analyses showed that the nomogram had the best clinical net benefit. Ten-fold cross-validation results showed that the average AUC value was 0.967, and the average C-index was 0.966. Conclusions The nomogram combining the differentiation, T stage, f value and Rads-score can effectively estimate the risk of nCRT resistance in patients with LARC.
Collapse
Affiliation(s)
- Rixin Su
- Department of Medical Oncology, Anhui Provincial Hospital Affiliated to Anhui Medical University, Hefei, China
| | - Shusheng Wu
- Department of Medical Oncology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Anhui Provincial Cancer Hospital, Hefei, China
| | - Hao Shen
- Department of Medical Oncology, Anhui Provincial Hospital Affiliated to Anhui Medical University, Hefei, China
| | - Yaolin Chen
- Department of Medical Oncology, Anhui Provincial Hospital Affiliated to Anhui Medical University, Hefei, China
| | - Jingya Zhu
- Department of Medical Oncology, Anhui Provincial Hospital Affiliated to Anhui Medical University, Hefei, China
| | - Yu Zhang
- Department of Medical Oncology, Anhui Provincial Hospital Affiliated to Anhui Medical University, Hefei, China
| | - Haodong Jia
- Department of Radiology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Anhui Provincial Cancer Hospital, Hefei, China
| | - Mengge Li
- Department of Medical Oncology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Anhui Provincial Cancer Hospital, Hefei, China
| | - Wenju Chen
- Department of Medical Oncology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Anhui Provincial Cancer Hospital, Hefei, China
| | - Yifu He
- Department of Medical Oncology, Anhui Provincial Hospital Affiliated to Anhui Medical University, Hefei, China.,Department of Medical Oncology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Anhui Provincial Cancer Hospital, Hefei, China
| | - Fei Gao
- Department of Radiology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Anhui Provincial Cancer Hospital, Hefei, China
| |
Collapse
|
2
|
Schäfer AO. [Local imaging of rectal cancer--update 2015: MRI as imaging biomarker]. Radiologe 2015; 55:1015-26; quiz 1027-8. [PMID: 26538136 DOI: 10.1007/s00117-015-0030-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The significance of state of the art magnetic resonance imaging (MRI) for rectal cancer goes far beyond the detection and diagnostics of local dispersion and is increasingly focusing on patient prognosis. The identification of prognostic factors, such as tumor (T) and nodal (N) status, involvement of the circumferential resection margin, presence of extramural vascular invasion, tumor response prediction following neoadjuvant therapy, therapy-related changes in microcirculation, permeability and tissue cellularity and structured reporting are important elements of advanced rectal cancer imaging. In this context, multiparametric MRI is progressively evolving into a powerful imaging biomarker.
Collapse
Affiliation(s)
- A-O Schäfer
- Klinik für Diagnostische und Interventionelle Radiologie, Klinikum St. Georg Leipzig, Delitzscher Straße 141, 04129, Leipzig, Deutschland.
| |
Collapse
|
3
|
Koch M, Schölch S, Ulrich A, Weitz J, Büchler MW. Pelvic exenteration for advanced rectal cancer. COLORECTAL CANCER 2012. [DOI: 10.2217/crc.12.17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
SUMMARY Advanced rectal cancer is defined by local tumor invasion into adjacent structures and organs in the pelvis. A curative multimodal therapy approach for patients with advanced rectal cancer includes neoadjuvant treatment with subsequent pelvic exenteration. Pelvic exenteration is associated with high perioperative morbidity as this surgical procedure includes an extensive resection of pelvic anatomical planes with en bloc removal of the tumor and surrounding organs and structures. Safe reconstruction of the large pelvic floor defect is very important. Quality of life and oncological outcome after pelvic exenteration for advanced rectal cancer are good. In this article, we highlight important clinical and surgical aspects of pelvic exenteration for advanced rectal cancer and review the recent literature.
Collapse
Affiliation(s)
- Moritz Koch
- Department of Surgery, University Hospital Heidelberg, INF 110, 69120 Heidelberg, Germany
| | - Sebastian Schölch
- Department of Surgery, University Hospital Heidelberg, INF 110, 69120 Heidelberg, Germany
| | - Alexis Ulrich
- Department of Surgery, University Hospital Heidelberg, INF 110, 69120 Heidelberg, Germany
| | - Jürgen Weitz
- Department of Surgery, University Hospital Heidelberg, INF 110, 69120 Heidelberg, Germany
| | - Markus W Büchler
- Department of Surgery, University Hospital Heidelberg, INF 110, 69120 Heidelberg, Germany
| |
Collapse
|
4
|
Koeppe S, Schäfer J. Magnetresonanztomographie der Lunge bei Kindern und Jugendlichen. Monatsschr Kinderheilkd 2011. [DOI: 10.1007/s00112-010-2328-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
|