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Zhang S, Tang B, Yu M, He L, Zheng P, Yan C, Li J, Peng Q. Development and Validation of a Radiomics Model Based on Lymph-Node Regression Grading After Neoadjuvant Chemoradiotherapy in Locally Advanced Rectal Cancer. Int J Radiat Oncol Biol Phys 2023; 117:821-833. [PMID: 37230433 DOI: 10.1016/j.ijrobp.2023.05.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Revised: 05/05/2023] [Accepted: 05/16/2023] [Indexed: 05/27/2023]
Abstract
PURPOSE The response to neoadjuvant chemoradiotherapy (nCRT) varies among patients with locally advanced rectal cancer (LARC), and the treatment response of lymph nodes (LNs) to nCRT is critical in implementing a watch-and-wait strategy. A robust predictive model may help personalize treatment plans to increase the chance that patients achieve a complete response. This study investigated whether radiomics features based on prenCRT magnetic resonance imaging nodes could predict treatment response in preoperative LARC LNs. METHODS AND MATERIALS The study included 78 patients with clinical stage T3-T4, N1-2, and M0 rectal adenocarcinoma who received long-course neoadjuvant radiotherapy before surgery. Pathologists evaluated 243 LNs, of which 173 and 70 were assigned to training and validation cohorts, respectively. For each LN, 3641 radiomics features were extracted from the region of interest in high-resolution T2WI magnetic resonance imaging before nCRT. The least absolute shrinkage and selection operator regression model was used for feature selection and radiomics signature building. A prediction model based on multivariate logistic analysis, combining radiomics signature and selected LN morphologic characteristics, was developed and visualized by drawing a nomogram. The model's performance was assessed by receiver operating characteristic curve analysis and calibration curves. RESULTS The radiomics signature consists of 5 selected features that were effectively discriminated within the training cohort (area under the curve [AUC], 0.908; 95% CI, 0.857%-0.958%) and the validation cohort (AUC, 0.865; 95% CI, 0.757%-0.973%). The nomogram, which consisted of radiomics signature and LN morphologic characteristics (short-axis diameter and border contours), showed better calibration and discrimination in the training and validation cohorts (AUC, 0.925; 95% CI, 0.880%-0.969% and AUC, 0.918; 95% CI, 0.854%-0.983%, respectively). The decision curve analysis confirmed that the nomogram had the highest clinical utility. CONCLUSIONS The nodal-based radiomics model effectively predicts LNs treatment response in patients with LARC after nCRT, which could help personalize treatment plans and guide the implementation of the watch-and-wait approach in these patients.
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Affiliation(s)
- SiYu Zhang
- Department of Radiation Oncology, Radiation Oncology Key Laboratory of Sichuan Province, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China
| | - Bin Tang
- Department of Radiation Oncology, Radiation Oncology Key Laboratory of Sichuan Province, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China
| | - MingRong Yu
- College of Physical Education, Sichuan Agricultural University, Yaan, China
| | - Lei He
- Department of Radiation Oncology, Radiation Oncology Key Laboratory of Sichuan Province, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China
| | - Ping Zheng
- Department of Radiation Oncology, Radiation Oncology Key Laboratory of Sichuan Province, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China
| | - ChuanJun Yan
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Jie Li
- Department of Radiation Oncology, Radiation Oncology Key Laboratory of Sichuan Province, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China.
| | - Qian Peng
- Department of Radiation Oncology, Radiation Oncology Key Laboratory of Sichuan Province, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China.
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He L, Xiao J, Zheng P, Zhong L, Peng Q. Lymph node regression grading of locally advanced rectal cancer treated with neoadjuvant chemoradiotherapy. World J Gastrointest Oncol 2022; 14:1429-1445. [PMID: 36160739 PMCID: PMC9412927 DOI: 10.4251/wjgo.v14.i8.1429] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 04/30/2022] [Accepted: 07/06/2022] [Indexed: 02/05/2023] Open
Abstract
Neoadjuvant chemoradiotherapy (nCRT) and total rectal mesenteric excision are the main standards of treatment for locally advanced rectal cancer (LARC). Lymph node regression grade (LRG) is an indicator of prognosis and response to preoperative nCRT based on postsurgical metastatic lymph node pathology. Common histopathological findings in metastatic lymph nodes after nCRT include necrosis, hemorrhage, nodular fibrosis, foamy histiocytes, cystic cell reactions, areas of hyalinosis, residual cancer cells, and pools of mucin. A number of LRG systems designed to classify the amount of lymph node regression after nCRT is mainly concerned with the relationship between residual cancer cells and regressive fibrosis and with estimating the number of lymph nodes existing with residual cancer cells. LRG offers significant prognostic information, and in most cases, LRG after nCRT correlates with patient outcomes. In this review, we describe the systematic classification of LRG after nCRT, patient prognosis, the correlation with tumor regression grade, and the typical histopathological findings of lymph nodes. This work may serve as a reference to help predict the clinical complete response and determine lymph node regression in patients based on preservation strategies, allowing for the formulation of more accurate treatment strategies for LARC patients, which has important clinical significance and scientific value.
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Affiliation(s)
- Lei He
- School of Medicine, University of Electronic Science and Technology of China, Chengdu 611731, Sichuan Province, China
| | - Juan Xiao
- School of Medicine, University of Electronic Science and Technology of China, Chengdu 611731, Sichuan Province, China
| | - Ping Zheng
- Department of Pathology, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu 610041, Sichuan Province, China
| | - Lei Zhong
- Personalized Drug Therapy Key Laboratory of Sichuan Province, Sichuan Academy of Medical Sciences and Sichuan Provincial People’s Hospital, Chengdu 610072, Sichuan Province, China
| | - Qian Peng
- Radiation Therapy Center, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu 610041, Sichuan Province, China
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Zou Y, Xu Y, Chen X, Wu Y, Fu L, Lv Y. Research Progress on Leucine-Rich Alpha-2 Glycoprotein 1: A Review. Front Pharmacol 2022; 12:809225. [PMID: 35095520 PMCID: PMC8797156 DOI: 10.3389/fphar.2021.809225] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 12/13/2021] [Indexed: 12/18/2022] Open
Abstract
Leucine-rich alpha⁃2 glycoprotein 1 (LRG1) is an important member of the leucine-rich repetitive sequence protein family. LRG1 was mainly involved in normal physiological activities of the nervous system, such as synapse formation, synapse growth, the development of nerve processes, neurotransmitter transfer and release, and cell adhesion molecules or ligand-binding proteins. Also, LRG1 affected the development of respiratory diseases, hematological diseases, endocrine diseases, tumor diseases, eye diseases, cardiovascular diseases, rheumatic immune diseases, infectious diseases, etc. LRG1 was a newly discovered important upstream signaling molecule of transforming growth factor⁃β (TGF⁃β) that affected various pathological processes through the TGF⁃β signaling pathway. However, research on LRG1 and its involvement in the occurrence and development of diseases was still in its infancy and the current studies were mainly focused on proteomic detection and basic animal experimental reports. We could reasonably predict that LRG1 might act as a new direction and strategy for the treatment of many diseases.
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Affiliation(s)
- Yonghui Zou
- Department of Pharmacy, The First Affiliated Hospital of Nanchang University, Nanchang, China.,School of Clinical Medicine, Nanchang University, Nanchang, China
| | - Yi Xu
- Department of Pharmacy, The First Affiliated Hospital of Nanchang University, Nanchang, China.,School of Clinical Medicine, Nanchang University, Nanchang, China
| | - Xiaofeng Chen
- Department of Pharmacy, The First Affiliated Hospital of Nanchang University, Nanchang, China.,School of Clinical Medicine, Nanchang University, Nanchang, China
| | - Yaoqi Wu
- Department of Pharmacy, The First Affiliated Hospital of Nanchang University, Nanchang, China.,College of Pharmacy, Nanchang University, Nanchang, China
| | - Longsheng Fu
- Department of Pharmacy, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Yanni Lv
- Department of Pharmacy, The First Affiliated Hospital of Nanchang University, Nanchang, China
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Lin M, Liu J, Zhang F, Qi G, Tao S, Fan W, Chen M, Ding K, Zhou F. The role of leucine-rich alpha-2-glycoprotein-1 in proliferation, migration, and invasion of tumors. J Cancer Res Clin Oncol 2022; 148:283-291. [PMID: 35037101 DOI: 10.1007/s00432-021-03876-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Accepted: 11/27/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND Leucine-rich alpha-2-glycoprotein-1 (LRG1) is widely involved in proliferation, migration, and invasion of various tumor cells. Recent studies have evaluated the potential of LRG1 as both an early tumor and a prognostic biomarker. METHOD The relevant literature from PubMed is reviewed in this article. RESULTS It has been found that LRG1 mainly acts on the regulatory mechanisms of angiogenesis, epithelial-mesenchymal transition (EMT), and apoptosis by transforming growth factor (TGF-β) signaling pathway as well as affecting the occurrence and development of the tumors. Moreover, with advancement of research, LRG1 regulation pathways which are independent of TGF-β signaling pathway have been gradually revealed in different tumor cells; There are several studies on the biological effects of LRG1 as an inflammatory factor, vascular growth regulator, cell adhesion, and a cell viability influencing factor. In addition, various tumor suppression methods which are based on regulation of LRG1 levels have also shown high potential clinical value. CONCLUSIONS LRG1 are critical for the processes of tumorigenesis, development, and metastasis in various tumors. The present study reviewed the latest research on the achievements of LRG1 in tumor genesis and development. Further, this study also discussed the related molecular mechanisms of various biological functions of LRG1.
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Affiliation(s)
- Meng Lin
- Department of Pathology, Weifang Medical University, Weifang, Shandong, People's Republic of China
| | - Jinmeng Liu
- Laboratory of Biochemistry and Molecular Biology, Weifang Medical University, Weifang, Shandong, People's Republic of China
| | - Fengping Zhang
- Department of Pathology, Weifang Medical University, Weifang, Shandong, People's Republic of China
| | - Gaoxiu Qi
- Department of Pathology, Affiliated Hospital, Weifang Medical University, Weifang, Shandong, People's Republic of China
| | - Shuqi Tao
- Department of Pathology, Weifang Medical University, Weifang, Shandong, People's Republic of China
| | - Wenyuan Fan
- Department of Pathology, Weifang Medical University, Weifang, Shandong, People's Republic of China
| | - Min Chen
- Department of Pathology, Affiliated Hospital, Weifang Medical University, Weifang, Shandong, People's Republic of China
| | - Kang Ding
- Department of Pathology, Weifang Medical University, Weifang, Shandong, People's Republic of China
| | - Fenghua Zhou
- Department of Pathology, Weifang Medical University, Weifang, Shandong, People's Republic of China.
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Jeon YW, Park IJ, Kim JE, Park JH, Lim SB, Kim CW, Yoon YS, Lee JL, Yu CS, Kim JC. Evaluating the benefit of adjuvant chemotherapy in patients with ypT0–1 rectal cancer treated with preoperative chemoradiotherapy. World J Gastrointest Surg 2021; 13:1000-1011. [PMID: 34621476 PMCID: PMC8462088 DOI: 10.4240/wjgs.v13.i9.1000] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Revised: 05/22/2021] [Accepted: 08/02/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Adjuvant chemotherapy (ACTx) is recommended in rectal cancer patients after preoperative chemoradiotherapy (PCRT), but its efficacy in patients in the early post-surgical stage who have a favorable prognosis is controversial.
AIM To evaluate the long-term survival benefit of ACTx in patients with ypT0–1 rectal cancer after PCRT and surgical resection.
METHODS We identified rectal cancer patients who underwent PCRT followed by surgical resection at the Asan Medical Center from 2005 to 2014. Patients with ypT0–1 disease and those who received ACTx were included. The 5-year overall survival (OS) and 5-year recurrence-free survival (RFS) were analyzed according to the status of the ACTx.
RESULTS Of 520 included patients, 413 received ACTx (ACTx group) and 107 did not (no ACTx group). No significant difference was observed in 5-year RFS (ACTx group, 87.9% vs no ACTx group, 91.4%, P = 0.457) and 5-year OS (ACTx group, 90.5% vs no ACTx group, 86.2%, P = 0.304) between the groups. cT stage was associated with RFS and OS in multivariate analysis [hazard ratio (HR): 2.57, 95% confidence interval (CI): 1.07–6.16, P = 0.04 and HR: 2.27, 95%CI: 1.09–4.74, P = 0.03, respectively]. Furthermore, ypN stage was associated with RFS and OS (HR: 4.74, 95%CI: 2.39–9.42, P < 0.00 and HR: 4.33, 95%CI: 2.20–8.53, P < 0.00, respectively), but only in the radical resection group.
CONCLUSION Oncological outcomes of patients with ypT0–1 rectal cancer who received ACTx after PCRT showed no improvement, regardless of the radicality of resection. Further trials are needed to evaluate the efficacy of ACTx in these group of patients.
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Affiliation(s)
- Ye Won Jeon
- Department of Surgery, Asan Medical Center and University of Ulsan College of Medicine, Seoul 05505, South Korea
| | - In Ja Park
- Department of Colon and Rectal Surgery, Asan Medical Center and University of Ulsan College of Medicine, Seoul 05505, South Korea
| | - Jeong Eun Kim
- Department of Oncology, Asan Medical Center and University of Ulsan College of Medicine, Seoul 05505, South Korea
| | - Jin-Hong Park
- Department of Radiation Oncology, Asan Medical Center and University of Ulsan College of Medicine, Seoul 05505, South Korea
| | - Seok-Byung Lim
- Department of Colon and Rectal Surgery, Asan Medical Center and University of Ulsan College of Medicine, Seoul 05505, South Korea
| | - Chan Wook Kim
- Department of Colon and Rectal Surgery, Asan Medical Center and University of Ulsan College of Medicine, Seoul 05505, South Korea
| | - Yong Sik Yoon
- Department of Colon and Rectal Surgery, Asan Medical Center and University of Ulsan College of Medicine, Seoul 05505, South Korea
| | - Jong Lyul Lee
- Department of Colon and Rectal Surgery, Asan Medical Center and University of Ulsan College of Medicine, Seoul 05505, South Korea
| | - Chang Sik Yu
- Department of Colon and Rectal Surgery, Asan Medical Center and University of Ulsan College of Medicine, Seoul 05505, South Korea
| | - Jin Cheon Kim
- Department of Colon and Rectal Surgery, Asan Medical Center and University of Ulsan College of Medicine, Seoul 05505, South Korea
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Lymph Node Regression to Neoadjuvant Chemoradiotherapy in Patients with Locally Advanced Rectal Cancer: Prognostic Implication and a Predictive Model. J Gastrointest Surg 2021; 25:1019-1028. [PMID: 32219686 DOI: 10.1007/s11605-020-04566-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Accepted: 03/01/2020] [Indexed: 01/31/2023]
Abstract
AIM Currently, few studies have focused on the prognostic impact of lymph node regression to neoadjuvant chemoradiotherapy (NCRT) in rectal cancer. This study aimed to explore the prognostic impact of lymph node regression grade (LRG) in patients with locally advanced rectal cancer (LARC) following NCRT and radical surgery and develop a predictive nomogram for disease-free survival (DFS). METHODS LARC patients undergoing NCRT and radical surgery between 2013 and 2014 were enrolled and divided into LRG low (≤ 2), middle (3-9), and high (≥ 10) groups. Clinicopathological characteristics and survival outcomes were compared. Predictors for DFS were identified by Cox regression analysis, and a nomogram was constructed. RESULTS A total of 257 LARC patients were eligible, including LRG low (n = 149), middle (n = 59), and high (n = 49) groups. Higher LRG score was associated with higher TRG, more advanced ypT and ypN stages, and poorer OS and DFS (all P < 0.001). Cox regression analysis demonstrated that tumor differentiation (poor and anaplastic, HR = 2.048, P = 0.048), ypTNM stage (HR = 2.389, P = 0.015), and LRG-sum (HR = 1.020, P = 0.029) were independent prognostic determinants for DFS after NCRT. A nomogram for DFS was developed with a C-index of 0.68 (95%CI 0.64-0.72). CONCLUSION LRG is an important prognostic indicator for DFS in LARC patients after NCRT. A predictive nomogram based on LRG was developed to guide more tailored adjuvant treatment and surveillance.
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Zhong Y, Qiao T, Ma T, Hu H, Jin Y, Wang Y, Tang Q, Huang R, Wang G, Wang X. Long-Term Outcome Comparison Between Two Specimen Extraction Approaches for Middle Rectum Cancer: A Retrospective Study. Surg Innov 2021; 28:738-746. [PMID: 33787417 DOI: 10.1177/15533506211006970] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Objective. There are few studies comparing the long-term results of natural orifice specimen extraction surgery (NOSES) and conventional laparoscopic-assisted resection (LA) in the treatment of middle rectal cancer. This retrospective analysis aimed to evaluate the reliability of NOSES. Method. From January 2013 to December 2017, all patients diagnosed with median rectal cancer in our hospital who underwent NOSES and LA were enrolled. We used propensity-score matching (PSM) to balance baseline data between the NOSES group and the laparoscopic group. The primary endpoint was overall survival (OS) and disease-free survival (DFS). We used the Kaplan-Meier method to estimate OS and DFS. Student's t-test was used to analyze the difference of continuous data. Categorical data were compared using the Kruskal-Wallis test or Fisher's exact test. Results. After PSM, 38 patients were included in each group. We found that surgical bleeding volume in the NOSES group was considerably lower than that in the LA group (49.5 ± 47.5 mL vs. 86.3 ± 83.5 mL, P = .01). From the short-term results, the first flatus and regular diet time in the NOSES group were shorter than those in the LA group (41.3 ± 25.2 vs. 54.0 ± 19.2 hours, P < .01 and 63.9 ± 42.6 hours vs. 105.1 ± 66.8 hours, P < .01, respectively). Long-term OS and DFS were not different between the groups. Conclusion. Therefore, NOSES is a reliable technique for middle rectal cancer treatment. Short-term outcomes are pointedly better than LA, while the two surgical approaches did not differ in the long-term outcomes or complication rate.
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Affiliation(s)
- Yuchen Zhong
- Department of Colorectal Surgery, 105821The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Tianyu Qiao
- Department of Colorectal Surgery, 105821The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Tianyi Ma
- Department of Colorectal Surgery, 105821The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Hanqing Hu
- Department of Colorectal Surgery, 105821The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Yinghu Jin
- Department of Colorectal Surgery, 105821The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Yuliuming Wang
- Department of Colorectal Surgery, 105821The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Qingchao Tang
- Department of Colorectal Surgery, 105821The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Rui Huang
- Department of Colorectal Surgery, 105821The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Guiyu Wang
- Department of Colorectal Surgery, 105821The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Xishan Wang
- Department of Colorectal Surgery, 105821The Second Affiliated Hospital of Harbin Medical University, Harbin, China.,Department of Colorectal Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, 12501Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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