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He Y, Yang M, Hou R, Ai S, Nie T, Chen J, Hu H, Guo X, Liu Y, Yuan Z. Preoperative prediction of perineural invasion and lymphovascular invasion with CT radiomics in gastric cancer. Eur J Radiol Open 2024; 12:100550. [PMID: 38314183 PMCID: PMC10837067 DOI: 10.1016/j.ejro.2024.100550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2023] [Revised: 01/15/2024] [Accepted: 01/15/2024] [Indexed: 02/06/2024] Open
Abstract
Objectives To determine whether contrast-enhanced CT radiomics features can preoperatively predict lymphovascular invasion (LVI) and perineural invasion (PNI) in gastric cancer (GC). Methods A total of 148 patients were included in the LVI group, and 143 patients were included in the PNI group. Three predictive models were constructed, including clinical, radiomics, and combined models. A nomogram was developed with clinical risk factors to predict LVI and PNI status. The predictive performance of the three models was mainly evaluated using the mean area under the curve (AUC). The performance of three predictive models was assessed concerning calibration and clinical usefulness. Results In the LVI group, the predictive power of the combined model (AUC=0.871, 0.822) outperformed the clinical model (AUC=0.792, 0.728) and the radiomics model (AUC=0.792, 0.728) in both the training and testing cohorts. In the PNI group, the combined model (AUC=0.834, 0.828) also had better predictive power than the clinical model (AUC=0.764, 0.632) and the radiomics model (AUC=0.764, 0.632) in both the training and testing cohorts. The combined models also showed good calibration and clinical usefulness for LVI and PNI prediction. Conclusion CECT-based radiomics analysis might serve as a non-invasive method to predict LVI and PNI status in GC.
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Affiliation(s)
- Yaoyao He
- Department of Radiology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, PR China
| | - Miao Yang
- Department of Radiology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, PR China
| | - Rong Hou
- Department of Patholoogy, Suizhou Hospital Affiliated to Hubei Medical College, 441300, PR China
| | - Shuangquan Ai
- Department of Radiology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, PR China
| | - Tingting Nie
- Department of Radiology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, PR China
| | - Jun Chen
- Bayer Healthcare, Wuhan, PR China
| | - Huaifei Hu
- College of Biomedical Engineering, South-Central Minzu University, Wuhan 430074, PR China
| | - Xiaofang Guo
- Department of Radiology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, PR China
| | - Yulin Liu
- Department of Radiology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, PR China
| | - Zilong Yuan
- Department of Radiology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, PR China
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Li X, Luo K, Zhang N, Chen W, Li B, Lu Z, Chen Y, Wu K. Prediction of Lymphovascular invasion status in breast cancer based on magnetic resonance imaging radiomics features. Magn Reson Imaging 2024; 109:91-95. [PMID: 38467265 DOI: 10.1016/j.mri.2024.03.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 03/07/2024] [Accepted: 03/07/2024] [Indexed: 03/13/2024]
Abstract
OBJECTIVE This study intended to investigate the feasibility and effectiveness of using clinical magnetic resonance imaging (MRI) radiomics features to predict lymphovascular invasion (LVI) status in breast cancer (BC) patients. METHODS A total of 182 BC patients were retrospectively collected and randomly divided into a training set (n = 127) and a validation set (n = 55) in a 7:3 ratio. Based on pathological examination results, the training set was further divided into LVI group (n = 60) and non-LVI group (n = 67), and the validation set was divided into LVI group (n = 24) and non-LVI group (n = 31). General data and MRI examination indicators were compared. Multivariate logistic regression was utilized to analyze MRI radiomics features and clinically relevant indicators that were significant in the baseline information of patients in training set, independent risk factors were identified, and a logistic regression model was built. The accuracy of logistic model was validated using ROC curves in training and validation sets. RESULTS Age, pathohistological classification, tumor length, tumor width, presence or absence of Magnetic Resonance Spectroscopy (MRS) cho peak, presence or absence of spicule sign, peritumoral enhancement, and peritumoral edema were statistically significant (P < 0.05) between the two groups. Multivariate logistic regression analysis presented that spicule and peritumoral edema were independent risk factors for LVI in BC patients (P < 0.05). The ROC curve illustrated that AUC of the logistic regression model in the training set was 0.807 (95%CI: 0.730-0.885) and that in the validation set was 0.837 (95%CI: 0.731-0.944). CONCLUSION Radiomics features of spicule sign and peritumoral edema were independent risk factors for LVI in BC patients. A logistic regression model based on these factors, along with age, could accurately predict LVI occurrence in BC patients, providing data support for diagnosis and modeling of LVI in BC patients.
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Affiliation(s)
- Xinhua Li
- Department of Radiology, Affiliated Hospital of Guangdong Medical University, Zhanjiang 524001, China
| | - Kangwei Luo
- Department of Breast Surgery, Affiliated Hospital of Guangdong Medical University, Zhanjiang 524001, China
| | - Na Zhang
- Department of Obstetrics and Gynecology, Affiliated Hospital of Guangdong Medical University, Zhanjiang 524001, China
| | - Wubiao Chen
- Department of Radiology, Affiliated Hospital of Guangdong Medical University, Zhanjiang 524001, China
| | - Bin Li
- Department of Radiology, Affiliated Hospital of Guangdong Medical University, Zhanjiang 524001, China
| | - Zhendong Lu
- Department of Radiology, Affiliated Hospital of Guangdong Medical University, Zhanjiang 524001, China
| | - Yixian Chen
- Department of Radiology, Affiliated Hospital of Guangdong Medical University, Zhanjiang 524001, China
| | - Kangwei Wu
- Department of Radiology, Affiliated Hospital of Guangdong Medical University, Zhanjiang 524001, China.
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Lee SY, Yoo TK, Kim J, Chung IY, Ko BS, Kim HJ, Lee JW, Son BH, Lee SB. Characteristics and risk factors of axillary lymph node metastasis of microinvasive breast cancer. Breast Cancer Res Treat 2024:10.1007/s10549-024-07305-x. [PMID: 38658448 DOI: 10.1007/s10549-024-07305-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 03/03/2024] [Indexed: 04/26/2024]
Abstract
PURPOSE To select patients who would benefit most from sentinel lymph node biopsy (SLNB) by investigating the characteristics and risk factors of axillary lymph node metastasis (ALNM) in microinvasive breast cancer (MIBC). METHODS This retrospective study included 1688 patients with MIBC who underwent breast surgery with axillary staging at the Asan Medical Center from 1995 to 2020. RESULTS Most patients underwent SLNB alone (83.5%). Seventy (4.1%) patients were node-positive, and the majority had positive lymph nodes < 10 mm, with micro-metastases occurring frequently (n = 37; 55%). Node-positive patients underwent total mastectomy and axillary lymph node dissection (ALND) more than breast-conserving surgery (BCS) and SLNB compared with node-negative patients (p < 0.001). In the multivariate analysis, independent predictors of ALNM included young age [odds ratio (OR) 0.959; 95% confidence interval (CI) 0.927-0.993; p = 0.019], ALND (OR 11.486; 95% CI 5.767-22.877; p < 0.001), number of lymph nodes harvested (≥ 5) (OR 3.184; 95% CI 1.555-6.522; p < 0.001), lymphovascular invasion (OR 6.831; 95% CI 2.386-19.557; p < 0.001), presence of multiple microinvasion foci (OR 2.771; 95% CI 1.329-5.779; p = 0.007), prominent lymph nodes in preoperative imaging (OR 2.675; 95% CI 1.362-5.253; p = 0.004), and hormone receptor positivity (OR 2.491; 95% CI 1.230-5.046; p = 0.011). CONCLUSION Low ALNM rate (4.1%) suggests that routine SLNB for patients with MIBC is unnecessary but can be valuable for patients with specific risk factors. Ongoing trials for omitting SLNB in early breast cancer, and further subanalyses focusing on rare populations with MIBC are necessary.
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Affiliation(s)
- Soo-Young Lee
- Department of Surgery, Inha University Hospital, Incheon, Korea
| | - Tae-Kyung Yoo
- Division of Breast Surgery, Department of Surgery, University of Ulsan College of Medicine, Asan Medical Center, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 05505, Korea
| | - Jisun Kim
- Division of Breast Surgery, Department of Surgery, University of Ulsan College of Medicine, Asan Medical Center, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 05505, Korea
| | - Il Yong Chung
- Division of Breast Surgery, Department of Surgery, University of Ulsan College of Medicine, Asan Medical Center, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 05505, Korea
| | - Beom Seok Ko
- Division of Breast Surgery, Department of Surgery, University of Ulsan College of Medicine, Asan Medical Center, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 05505, Korea
| | - Hee Jeong Kim
- Division of Breast Surgery, Department of Surgery, University of Ulsan College of Medicine, Asan Medical Center, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 05505, Korea
| | - Jong Won Lee
- Division of Breast Surgery, Department of Surgery, University of Ulsan College of Medicine, Asan Medical Center, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 05505, Korea
| | - Byung Ho Son
- Division of Breast Surgery, Department of Surgery, University of Ulsan College of Medicine, Asan Medical Center, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 05505, Korea
| | - Sae Byul Lee
- Division of Breast Surgery, Department of Surgery, University of Ulsan College of Medicine, Asan Medical Center, 88, Olympic-Ro 43-Gil, Songpa-Gu, Seoul, 05505, Korea.
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Zhang D, Zhou W, Lu WW, Qin XC, Zhang XY, Wang JL, Wu J, Luo YH, Duan YY, Zhang CX. Ultrasound-Based Deep Learning Radiomics Nomogram for the Assessment of Lymphovascular Invasion in Invasive Breast Cancer: A Multicenter Study. Acad Radiol 2024:S1076-6332(24)00217-4. [PMID: 38658211 DOI: 10.1016/j.acra.2024.04.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 03/21/2024] [Accepted: 04/08/2024] [Indexed: 04/26/2024]
Abstract
RATIONALE AND OBJECTIVES The aim of this study was to develop a deep learning radiomics nomogram (DLRN) based on B-mode ultrasound (BMUS) and color doppler flow imaging (CDFI) images for preoperative assessment of lymphovascular invasion (LVI) status in invasive breast cancer (IBC). MATERIALS AND METHODS In this multicenter, retrospective study, 832 pathologically confirmed IBC patients were recruited from eight hospitals. The samples were divided into training, internal test, and external test sets. Deep learning and handcrafted radiomics features reflecting tumor phenotypes on BMUS and CDFI images were extracted. The BMUS score and CDFI score were calculated after radiomics feature selection. Subsequently, a DLRN was developed based on the scores and independent clinic-ultrasonic risk variables. The performance of the DLRN was evaluated for calibration, discrimination, and clinical usefulness. RESULTS The DLRN predicted the LVI with accuracy, achieving an area under the receiver operating characteristic curve of 0.93 (95% CI 0.90-0.95), 0.91 (95% CI 0.87-0.95), and 0.91 (95% CI 0.86-0.94) in the training, internal test, and external test sets, respectively, with good calibration. The DLRN demonstrated superior performance compared to the clinical model and single scores across all three sets (p < 0.05). Decision curve analysis and clinical impact curve confirmed the clinical utility of the model. Furthermore, significant enhancements in net reclassification improvement (NRI) and integrated discrimination improvement (IDI) indicated that the two scores could serve as highly valuable biomarkers for assessing LVI. CONCLUSION The DLRN exhibited strong predictive value for LVI in IBC, providing valuable information for individualized treatment decisions.
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Affiliation(s)
- Di Zhang
- Department of Ultrasound, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230022, China (D.Z., W.Z., W.W.L., X.C.Q., Y.Y.D., C.X.Z.)
| | - Wang Zhou
- Department of Ultrasound, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230022, China (D.Z., W.Z., W.W.L., X.C.Q., Y.Y.D., C.X.Z.)
| | - Wen-Wu Lu
- Department of Ultrasound, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230022, China (D.Z., W.Z., W.W.L., X.C.Q., Y.Y.D., C.X.Z.)
| | - Xia-Chuan Qin
- Department of Ultrasound, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230022, China (D.Z., W.Z., W.W.L., X.C.Q., Y.Y.D., C.X.Z.); Department of Ultrasound, Beijing Anzhen Hospital Nanchong Hospital, Nanchong Central Hospital, The Second Clinical Medical College, North Sichuan Medical College (University), Nan Chong, Sichuan 637000, China (X.C.Q.)
| | - Xian-Ya Zhang
- Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China (X.Y.Z.)
| | - Jun-Li Wang
- Department of Ultrasound, WuHu Hospital, East China Normal University (The Second People's Hospital, WuHu), Wuhu, Anhui 241001, China (J.L.W.)
| | - Jun Wu
- Department of Ultrasound, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, China (J.W.)
| | - Yan-Hong Luo
- The Third Affiliated Hospital of Anhui Medical University, Hefei First People's Hospital, Hefei, Anhui 230061, China (Y.H.L.)
| | - Ya-Yang Duan
- Department of Ultrasound, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230022, China (D.Z., W.Z., W.W.L., X.C.Q., Y.Y.D., C.X.Z.)
| | - Chao-Xue Zhang
- Department of Ultrasound, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230022, China (D.Z., W.Z., W.W.L., X.C.Q., Y.Y.D., C.X.Z.).
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Jiang D, Qian Q, Yang X, Zeng Y, Liu H. Machine learning based on optimal VOI of multi-sequence MR images to predict lymphovascular invasion in invasive breast cancer. Heliyon 2024; 10:e29267. [PMID: 38623213 PMCID: PMC11016709 DOI: 10.1016/j.heliyon.2024.e29267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 03/24/2024] [Accepted: 04/03/2024] [Indexed: 04/17/2024] Open
Abstract
Objectives Lymphovascular invasion serves as a crucial prognostic indicator in invasive breast cancer, influencing treatment decisions. We aimed to develop a machine learning model utilizing optimal volumes of interest extracted from multisequence magnetic resonance images to predict lymphovascular invasion in patients with invasive breast cancer. Materials and methods This study comprised 191 patients postoperatively diagnosed with invasive breast cancer through multi-sequence magnetic resonance imaging. Independent predictors were identified through univariate and multivariate logistic regression analyses, culminating in the construction of a clinical model. Radiomic features were extracted from multi-sequence magnetic resonance imaging images across various volume of interest scales (-2 mm, entire, +2 mm, +4 mm, and +6 mm). Subsequently, various radiomic models were developed using machine learning model algorithms, including logistic regression, support vector machine, k-nearest neighbor, gradient boosting machine, classification and regression tree, and random forest. A hybrid model was then formulated, amalgamating optimal radiomic and clinical models. Results The area under the curve of the clinical model was 0.757. Among the radiomic models, the most efficient diagnosis was achieved by the k-nearest neighbor-based radiomics-volume of interest (+2 mm), resulting in an area under the curve of 0.780. The hybrid model, integrating the k-nearest neighbor-based radiomics-volume of interest (+2 mm), and the clinical model surpassed the individual clinical and radiomics models, exhibiting a superior area under the curve of 0.864. Conclusion Utilizing a hybrid approach integrating clinical data and multi-sequence magnetic resonance imaging-derived radiomics models based on the multiscale tumor region volume of interest (+2 mm) proved effective in determining lymphovascular invasion status in patients with invasive breast cancer. This innovative methodology may offer valuable insights for treatment planning and disease management.
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Affiliation(s)
- Dengke Jiang
- Department of Radiology, The Second Affiliated Hospital of Hunan University of Chinese Medicine, Changsha, Hunan, 410005, China
| | - Qiuqin Qian
- Department of Radiology, The Second Affiliated Hospital of Hunan University of Chinese Medicine, Changsha, Hunan, 410005, China
| | - Xiuqi Yang
- Department of Radiology, Xiangtan Central Hospital, Xiangtan, Hunan, 411100, China
| | - Ying Zeng
- Department of Radiology, Xiangtan Central Hospital, Xiangtan, Hunan, 411100, China
| | - Haibo Liu
- Department of Radiology, Xiangtan Central Hospital, Xiangtan, Hunan, 411100, China
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Tong YX, Ye X, Chen YQ, You YR, Zhang HJ, Chen SX, Wang LL, Xue YJ, Chen LH. A nomogram model of spectral CT quantitative parameters and clinical characteristics predicting lymphovascular invasion of gastric cancer. Heliyon 2024; 10:e29214. [PMID: 38601586 PMCID: PMC11004867 DOI: 10.1016/j.heliyon.2024.e29214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 04/02/2024] [Accepted: 04/02/2024] [Indexed: 04/12/2024] Open
Abstract
Objective The study established a nomogram based on quantitative parameters of spectral computed tomography (CT) and clinical characteristics, aiming to evaluate its predictive value for preoperative lymphovascular invasion (LVI) in gastric cancer (GC). Methods From December 2019 to December 2021, 171 patients with pathologically confirmed GC were retrospectively collected with corresponding clinical data and spectral CT quantitative data. Patients were divided into LVI-positive and LVI-negative groups based on their pathological results. The univariate and multivariate logistic regression analyses were used to identify the risk factors and construct a nomogram. The calibration curve and receiver operating characteristic (ROC) curve were adopted to evaluate the predictive accuracy of nomogram. Results Four clinical characteristics or spectral CT quantitative parameters, including Borrmann classification (P = 0.039), CA724 (P = 0.007), tumor thickness (P = 0.031), and iodine concentration in the venous phase (VIC) (P = 0.004) were identified as independent factors for LVI in GC patients. The nomogram was established based on the four factors, which had a potent predictive accuracy in the training, internal validation and external validation cohorts, with the area under the ROC curve (AUC) of 0.864 (95% CI, 0.798-0.930), 0.964 (95% CI, 0.903-1.000) and 0.877 (95% CI, 0.759-0.996), respectively. Conclusion This study constructed a comprehensive nomogram consisting spectral CT quantitative parameters and clinical characteristics of GC, which exhibited a robust efficiency in predicting LVI in GC patients.
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Affiliation(s)
- Yong-Xiu Tong
- Department of Radiology, Provincial Clinical College of Fujian Medical University, Fujian Provincial Hospital, Fuzhou, 350001, China
| | - Xiao Ye
- Department of Radiology, Fujian Provincial Geriatric Hospital, Fuzhou, 350001, China
| | - Yong-Qin Chen
- Department of Pathology, Fujian Medical University Union Hospital, Fuzhou, 350001, China
| | - Ya-ru You
- Department of Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, China
| | - Hui-Juan Zhang
- Department of Radiology, Provincial Clinical College of Fujian Medical University, Fujian Provincial Hospital, Fuzhou, 350001, China
| | - Shu-Xiang Chen
- Department of Radiology, Provincial Clinical College of Fujian Medical University, Fujian Provincial Hospital, Fuzhou, 350001, China
| | - Li-Li Wang
- Department of Radiology, Fujian Medical University Union Hospital, Fuzhou, 350001, China
- Fujian Key Laboratory of Intelligent Imaging and Precision Radiotherapy for Tumors (Fujian Medical University), Fuzhou, 350001, China
| | - Yun-Jing Xue
- Department of Radiology, Fujian Medical University Union Hospital, Fuzhou, 350001, China
- Fujian Key Laboratory of Intelligent Imaging and Precision Radiotherapy for Tumors (Fujian Medical University), Fuzhou, 350001, China
| | - Li-Hong Chen
- Department of Radiology, Fujian Medical University Union Hospital, Fuzhou, 350001, China
- Fujian Key Laboratory of Intelligent Imaging and Precision Radiotherapy for Tumors (Fujian Medical University), Fuzhou, 350001, China
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Sumiyoshi S, Ohashi T, Kubota T, Nishibeppu K, Owada K, Kiuchi J, Shimizu H, Arita T, Iitaka D, Yamamoto Y, Konishi H, Morimura R, Watanabe K, Kuriu Y, Shiozaki A, Ikoma H, Fujiwara H, Yamaoka N, Otsuji E. Lymphovascular invasion is associated with poor long-term outcomes in patients with pT1N0-3 or pT2-3N0 remnant gastric cancer: a retrospective cohort study. World J Surg Oncol 2024; 22:86. [PMID: 38581014 PMCID: PMC10996196 DOI: 10.1186/s12957-024-03371-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 03/28/2024] [Indexed: 04/07/2024] Open
Abstract
BACKGROUND Lymphovascular invasion (LVI) is a poor prognostic factor in various malignancies. However, its prognostic effect in remnant gastric cancer (RGC) remains unclear. We examined the correlation between LVI and disease prognosis in patients with T1N0-3 or T2-3N0 RGC in whom adjuvant chemotherapy was not indicated and a treatment strategy was not established. METHODS We retrospectively analyzed patients with T1N0-3 and T2-3N0 RGC who underwent curative surgery at the Kyoto Prefectural University of Medicine between 1997 and 2019 and at the Kyoto Chubu Medical Center between 2009 and 2019. RESULTS Fifteen of 38 patients (39.5%) with RGC were positive for LVI. Patients with LVI had a significantly poorer prognosis for both overall survival ([OS]: P = 0.006) and recurrence-free survival ([RFS]: P = 0.001) than those without LVI. Multivariate analyses using the Cox proportional hazards model revealed LVI as an independent prognostic factor affecting OS (P = 0.024; hazard ratio 8.27, 95% confidence interval:1.285-161.6) and RFS (P = 0.013; hazard ratio 8.98, 95% confidence interval:1.513-171.2). CONCLUSIONS LVI is a prognostic factor for patients with T1N0-3 or T2-3N0 RGC. Evaluating LVI may be useful for determining treatment strategies for RGC.
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Affiliation(s)
- Shutaro Sumiyoshi
- Division of Digestive Surgery, Department of Surgery, Kyoto Prefectural University of Medicine, 465 Kajii-Cho, Kamigyo-Ku, Kyoto, 602-8566, Japan
- Department of Surgery, Kyoto Chubu Medical Center, 25 Yagiueno, Yagi-Cho, Nantan-Shi, Kyoto, 629-0197, Japan
| | - Takuma Ohashi
- Division of Digestive Surgery, Department of Surgery, Kyoto Prefectural University of Medicine, 465 Kajii-Cho, Kamigyo-Ku, Kyoto, 602-8566, Japan.
| | - Takeshi Kubota
- Division of Digestive Surgery, Department of Surgery, Kyoto Prefectural University of Medicine, 465 Kajii-Cho, Kamigyo-Ku, Kyoto, 602-8566, Japan
| | - Keiji Nishibeppu
- Division of Digestive Surgery, Department of Surgery, Kyoto Prefectural University of Medicine, 465 Kajii-Cho, Kamigyo-Ku, Kyoto, 602-8566, Japan
| | - Kaho Owada
- Department of Surgery, Kyoto Chubu Medical Center, 25 Yagiueno, Yagi-Cho, Nantan-Shi, Kyoto, 629-0197, Japan
| | - Jun Kiuchi
- Division of Digestive Surgery, Department of Surgery, Kyoto Prefectural University of Medicine, 465 Kajii-Cho, Kamigyo-Ku, Kyoto, 602-8566, Japan
| | - Hiroki Shimizu
- Division of Digestive Surgery, Department of Surgery, Kyoto Prefectural University of Medicine, 465 Kajii-Cho, Kamigyo-Ku, Kyoto, 602-8566, Japan
| | - Tomohiro Arita
- Division of Digestive Surgery, Department of Surgery, Kyoto Prefectural University of Medicine, 465 Kajii-Cho, Kamigyo-Ku, Kyoto, 602-8566, Japan
| | - Daisuke Iitaka
- Department of Surgery, Kyoto Chubu Medical Center, 25 Yagiueno, Yagi-Cho, Nantan-Shi, Kyoto, 629-0197, Japan
| | - Yusuke Yamamoto
- Division of Digestive Surgery, Department of Surgery, Kyoto Prefectural University of Medicine, 465 Kajii-Cho, Kamigyo-Ku, Kyoto, 602-8566, Japan
| | - Hirotaka Konishi
- Division of Digestive Surgery, Department of Surgery, Kyoto Prefectural University of Medicine, 465 Kajii-Cho, Kamigyo-Ku, Kyoto, 602-8566, Japan
| | - Ryo Morimura
- Division of Digestive Surgery, Department of Surgery, Kyoto Prefectural University of Medicine, 465 Kajii-Cho, Kamigyo-Ku, Kyoto, 602-8566, Japan
| | - Kenji Watanabe
- Department of Surgery, Kyoto Chubu Medical Center, 25 Yagiueno, Yagi-Cho, Nantan-Shi, Kyoto, 629-0197, Japan
| | - Yoshiaki Kuriu
- Division of Digestive Surgery, Department of Surgery, Kyoto Prefectural University of Medicine, 465 Kajii-Cho, Kamigyo-Ku, Kyoto, 602-8566, Japan
| | - Atsushi Shiozaki
- Division of Digestive Surgery, Department of Surgery, Kyoto Prefectural University of Medicine, 465 Kajii-Cho, Kamigyo-Ku, Kyoto, 602-8566, Japan
| | - Hisashi Ikoma
- Division of Digestive Surgery, Department of Surgery, Kyoto Prefectural University of Medicine, 465 Kajii-Cho, Kamigyo-Ku, Kyoto, 602-8566, Japan
| | - Hitoshi Fujiwara
- Division of Digestive Surgery, Department of Surgery, Kyoto Prefectural University of Medicine, 465 Kajii-Cho, Kamigyo-Ku, Kyoto, 602-8566, Japan
| | - Nobuki Yamaoka
- Department of Surgery, Kyoto Chubu Medical Center, 25 Yagiueno, Yagi-Cho, Nantan-Shi, Kyoto, 629-0197, Japan
| | - Eigo Otsuji
- Division of Digestive Surgery, Department of Surgery, Kyoto Prefectural University of Medicine, 465 Kajii-Cho, Kamigyo-Ku, Kyoto, 602-8566, Japan
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8
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Gao X, Li G, Deng J, Zhao L, Han W, Zhang N, Gao Y, Lu L, Wang S, Yu J, Yan J, Zhang G, Peng R, Zhang R, Fu Y, He F, Hu J, Wang W, Fan P, Si C, Gao P, Liang H, Chen H, Ji G, Shang L, Zhao Q, Zhang Z, Yang S, Wang Z, Xi H, Chen Y, Wu K, Nie Y. Association of survival with adjuvant chemotherapy in patients with stage IB gastric cancer: a multicentre, observational, cohort study. Lancet Reg Health West Pac 2024; 45:101031. [PMID: 38361774 PMCID: PMC10867760 DOI: 10.1016/j.lanwpc.2024.101031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 12/25/2023] [Accepted: 01/25/2024] [Indexed: 02/17/2024]
Abstract
Background Recurrence following radical resection in patients with stage IB gastric cancer (GC) is not uncommon. However, whether postoperative adjuvant chemotherapy could reduce the risk of recurrence in stage IB GC remains contentious. Methods We collected data on 2110 consecutive patients with pathologic stage IB (T1N1M0 or T2N0M0) GC who were admitted to 8 hospitals in China from 2009 to 2018. The survival of patients who received adjuvant chemotherapy was compared with that of postoperative observation patients using propensity score matching (PSM). Two survival prediction models were constructed to estimate the predicted net survival gain attributable to adjuvant chemotherapy. Findings Of the 2110 patients, 1344 received adjuvant chemotherapy and 766 received postoperative observation. Following the 1-to-1 matching, PSM yielded 637 matched pairs. Among matched pairs, adjuvant chemotherapy was not associated with improved survival compared with postoperative observation (OS: hazard ratio [HR], 0.72; 95% CI, 0.52-1.00; DFS: HR, 0.91; 95% CI, 0.64-1.29). Interestingly, in the subgroup analysis, reduced mortality after adjuvant chemotherapy was observed in the subgroups with elevated serum CA19-9 (HR, 0.22; 95% CI, 0.08-0.57; P = 0.001 for multiplicative interaction), positive lymphovascular invasion (HR, 0.32; 95% CI, 0.17-0.62; P < 0.001 for multiplicative interaction), or positive lymph nodes (HR, 0.17; 95% CI, 0.07-0.38; P < 0.001 for multiplicative interaction). The survival prediction models mainly based on variables associated with chemotherapy benefits in the subgroup analysis demonstrated good calibration and discrimination, with relatively high C-indexes. The C-indexes for OS were 0.74 for patients treated with adjuvant chemotherapy and 0.70 for patients treated with postoperative observation. Two nomograms were built from the models that can calculate individualized estimates of expected net survival gain attributable to adjuvant chemotherapy. Interpretation In this cohort study, pathologic stage IB alone was not associated with survival benefits from adjuvant chemotherapy compared with postoperative observation in patients with early-stage GC. High-risk clinicopathologic features should be considered simultaneously when evaluating patients with stage IB GC for adjuvant chemotherapy. Funding National Natural Science Foundation of China; the National Key R&D Program of China.
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Affiliation(s)
- Xianchun Gao
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, 169 West Changle Road, Xi'an 710032, China
- Department of Health Statistics, School of Preventive Medicine, Fourth Military Medical University, 169 West Changle Road, Xi'an 710032, China
| | - Gang Li
- Department of General Surgery, Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research & the Affiliated Cancer Hospital of Nanjing Medical University, 42 Baiziting, Nanjing 210009, China
| | - Jingyu Deng
- Department of Gastric Surgery, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center of Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Cancer for Cancer, West Huanhu Road, Tianjin 300060, China
| | - Lulu Zhao
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Beijing 100021, China
| | - Weili Han
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, 169 West Changle Road, Xi'an 710032, China
| | - Nannan Zhang
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, 169 West Changle Road, Xi'an 710032, China
| | - Yunhe Gao
- Department of General Surgery, The First Medical Center of Chinese PLA General Hospital, 28 Fuxing, Beijing 100853, China
| | - Linbin Lu
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, 169 West Changle Road, Xi'an 710032, China
| | - Shibo Wang
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, 169 West Changle Road, Xi'an 710032, China
| | - Jun Yu
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, 169 West Changle Road, Xi'an 710032, China
| | - Junya Yan
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, 169 West Changle Road, Xi'an 710032, China
| | - Gan Zhang
- Department of General Surgery, The First Medical Center of Chinese PLA General Hospital, 28 Fuxing, Beijing 100853, China
| | - Rui Peng
- Department of General Surgery, Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research & the Affiliated Cancer Hospital of Nanjing Medical University, 42 Baiziting, Nanjing 210009, China
| | - Rupeng Zhang
- Department of Gastric Surgery, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center of Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Cancer for Cancer, West Huanhu Road, Tianjin 300060, China
| | - Yu Fu
- Department of Surgical Oncology and General Surgery, The First Hospital of China Medical University, China
- Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors (China Medical University), Ministry of Education, 155 North Nanjing Street, Shenyang, 110001, China
| | - Fang He
- Department of Gastroenterology, General Hospital of Ningxia Medical University, 804 Shengli, Yinchuan 750004, China
| | - Junguo Hu
- Gansu Wuwei Cancer Hospital, 16 Xuanwu, Wuwei 733000, China
| | - Wanqing Wang
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Beijing 100021, China
| | - Ping Fan
- Gansu Wuwei Cancer Hospital, 16 Xuanwu, Wuwei 733000, China
| | - Cen Si
- Department of Gastroenterology, General Hospital of Ningxia Medical University, 804 Shengli, Yinchuan 750004, China
| | - Peng Gao
- Department of Surgical Oncology and General Surgery, The First Hospital of China Medical University, China
- Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors (China Medical University), Ministry of Education, 155 North Nanjing Street, Shenyang, 110001, China
| | - Han Liang
- Department of Gastric Surgery, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center of Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Cancer for Cancer, West Huanhu Road, Tianjin 300060, China
| | - Huanqiu Chen
- Department of General Surgery, Jiangsu Cancer Hospital & Jiangsu Institute of Cancer Research & the Affiliated Cancer Hospital of Nanjing Medical University, 42 Baiziting, Nanjing 210009, China
| | - Gang Ji
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, 169 West Changle Road, Xi'an 710032, China
| | - Lei Shang
- Department of Health Statistics, School of Preventive Medicine, Fourth Military Medical University, 169 West Changle Road, Xi'an 710032, China
| | - Qingchuan Zhao
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, 169 West Changle Road, Xi'an 710032, China
| | - Zhiyi Zhang
- Gansu Wuwei Cancer Hospital, 16 Xuanwu, Wuwei 733000, China
| | - Shaoqi Yang
- Department of Gastroenterology, General Hospital of Ningxia Medical University, 804 Shengli, Yinchuan 750004, China
| | - Zhenning Wang
- Department of Surgical Oncology and General Surgery, The First Hospital of China Medical University, China
- Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors (China Medical University), Ministry of Education, 155 North Nanjing Street, Shenyang, 110001, China
| | - Hongqing Xi
- Department of General Surgery, The First Medical Center of Chinese PLA General Hospital, 28 Fuxing, Beijing 100853, China
| | - Yingtai Chen
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 17 Panjiayuan Nanli, Beijing 100021, China
| | - Kaichun Wu
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, 169 West Changle Road, Xi'an 710032, China
| | - Yongzhan Nie
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, 169 West Changle Road, Xi'an 710032, China
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Polidorio N, Montagna G, Sevilimedu V, Le T, Morrow M. Do HER2-Low Tumors Have a Distinct Clinicopathologic Phenotype? Ann Surg Oncol 2024; 31:2231-2243. [PMID: 38158494 DOI: 10.1245/s10434-023-14800-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 12/06/2023] [Indexed: 01/03/2024]
Abstract
BACKGROUND Breast cancer subtypes, distinguished by hormone receptor (HR) and HER2 status, have different clinicopathologic features. With recognition of the clinical relevance of HER2-low, there is debate as to whether this is a distinct subtype. Our study aimed to determine whether HER2-low breast cancers have specific clinicopathologic features that differ from those of HER2-negative and HER2-positive cancers. PATIENTS AND METHODS A total of 11,072 patients undergoing upfront surgery from 1998 to 2010 were identified from a single-institution prospectively maintained database. HER2 status was classified by immunohistochemistry (IHC)/fluorescence in situ hybridization (FISH) as HER2 negative (41.2%), HER2 low (45%; IHC 1+ or 2+ with negative FISH), and HER2 positive (13.7%), and stratified by HR status. Univariate (UVA) and multivariable multinomial logistic regression analysis (MVA) were performed to determine associations among variables and subtypes. RESULTS Compared with HER2-negative tumors, HER2 low was associated with lymphovascular invasion [odds ratio (OR) 1.2, 95% confidence interval (CI) 1.06-1.36; p = 0.003], multifocality (OR 1.26, 95% CI 1.12-1.42; p < 0.001), nodal micrometastasis (OR 1.15, 95% CI 1.02-1.31; p = 0.024), and lower rates of ≥ 3 positive nodes (OR 0.77, 95% CI 0.66-0.90, p = 0.001). When stratified by HR expression, in both HR-positive and HR-negative tumors, age and multifocality were associated with HER2 low on UVA. On MVA, no variables were independently associated with both HR-negative and HR-positive/HER2-low tumors compared with HER2-negative tumors. In contrast, HER2-positive tumors, regardless of HR status, were associated with multifocality and an extensive intraductal component. CONCLUSION Clinicopathologic features of HER2-low tumors appear to be primarily related to HR status. Our findings do not support the characterization of HER2 low as a separate subtype.
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Affiliation(s)
- Natália Polidorio
- Breast Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Giacomo Montagna
- Breast Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Varadan Sevilimedu
- Biostatistics Service, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Tiana Le
- Breast Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Monica Morrow
- Breast Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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10
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Liu K, Lin X, Chen X, Chen B, Li S, Li K, Chen H, Li L. Development and validation of a deep learning signature for predicting lymphovascular invasion and survival outcomes in clinical stage IA lung adenocarcinoma: A multicenter retrospective cohort study. Transl Oncol 2024; 42:101894. [PMID: 38324961 PMCID: PMC10851213 DOI: 10.1016/j.tranon.2024.101894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 12/30/2023] [Accepted: 01/24/2024] [Indexed: 02/09/2024] Open
Abstract
PURPOSE The presence of lymphovascular invasion (LVI) influences the management and outcomes of patients with clinical stage IA lung adenocarcinoma. The objective was the development of a deep learning (DL) signature for the prediction of LVI and stratification of prognosis. METHODS A total of 2077 patients from three centers were retrospectively enrolled and divided into a training set (n = 1515), an internal validation set (n = 381), and an external set (n = 181). A -three-dimensional residual neural network was used to extract the DL signature and three models, namely, the clinical, DL, and combined models, were developed. Diagnostic efficiency was assessed by ROC curves and AUC values. Kaplan-Meier curves and Cox proportional hazards regression analyses were conducted to evaluate links between various factors and disease-free survival. RESULTS The DL model could effectively predict LVI, shown by AUC values of 0.72 (95 %CI: 0.68-0.76) and 0.63 (0.54-0.73) in the internal and external validation sets, respectively. The incorporation of DL signature and clinical-radiological factors increased the AUC to 0.74 (0.71-0.78) and 0.77 (0.70-0.84) in comparison with the DL and clinical models (AUC of 0.71 [0.68-0.75], 0.71 [0.61-0.81]) in the internal and external validation sets, respectively. Pathologic LVI, LVI predicted by both DL and combined models were associated with unfavorable prognosis (all p < 0.05). CONCLUSION The effectiveness of the DL signature in the diagnosis of LVI and prognosis prediction in patients with clinical stage IA lung adenocarcinoma was demonstrated. These findings suggest the potential of the model in clinical decision-making.
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Affiliation(s)
- Kunfeng Liu
- Department of Medical Imaging, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, PR China
| | - Xiaofeng Lin
- Department of Medical Imaging, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, PR China
| | - Xiaojuan Chen
- Department of Radiology, First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, PR China
| | - Biyun Chen
- Department of Medical Imaging, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, PR China
| | - Sheng Li
- Department of Medical Imaging, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, PR China
| | - Kunwei Li
- Department of Radiology, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai 519000, PR China
| | - Huai Chen
- Department of Radiology, The Second Affiliated Hospital of Guangzhou Medical University, Guangzhou 510260, PR China
| | - Li Li
- Department of Medical Imaging, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, PR China
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Narita C, Urabe F, Fukuokaya W, Iwatani K, Imai Y, Yasue K, Mori K, Aikawa K, Yanagisawa T, Kimura S, Tashiro K, Tsuzuki S, Yamada Y, Yuen SKK, Teoh JYC, Shimomura T, Yamada H, Furuta A, Miki J, Kimura T. Site-Specific Differences of Eligibility for Adjuvant Immunotherapy Among Urothelial Carcinoma Patients Treated With Radical Surgery: Results From a Multicenter Cohort Study. Clin Genitourin Cancer 2024:102082. [PMID: 38641443 DOI: 10.1016/j.clgc.2024.102082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 03/13/2024] [Accepted: 03/15/2024] [Indexed: 04/21/2024]
Abstract
BACKGROUND The CheckMate274 trial has reported enhanced disease-free survival rates in patients with stage pT3-4/ypT2-4 or pN+ urothelial carcinoma (UC) undergoing adjuvant nivolumab therapy. This study compares prognostic differences between urothelial carcinoma of the bladder (UCB) and upper tract urothelial carcinoma (UTUC). METHODS We retrospectively analyzed data from 719 patients with UC who underwent radical surgery, stratifying to patients at stage pT3-4 and/or pN+ without neoadjuvant chemotherapy (NAC) or at ypT2-4 and/or ypN+ with NAC (potential candidates for adjuvant immunotherapy), and to those who were not candidates for adjuvant immunotherapy. We used Kaplan-Meier curves to assess oncological outcomes, particularly nonurothelial tract recurrence-free survival (NUTRFS), cancer-specific survival (CSS), and overall survival (OS). Risk factors were identified by Cox regression analysis. RESULTS Kaplan-Meier curves showed significantly lower NUTRFS, CSS, and OS for potential adjuvant immunotherapy candidates than for noncandidates in each UCB and UTUC group. NUTRFS, CSS, and OS did not differ significantly between adjuvant immunotherapy candidates with UBC or UTUC. Trends were similar among patients ineligible for adjuvant immunotherapy. Pathological T stage (pT3-4 or ypT2-4), pathological N stage, and lymphovascular invasion (LVI) were independent predictors of oncological outcomes on multivariate analysis. CONCLUSION The criteria for adjuvant immunotherapy candidates from the CheckMate 274 trial can also effectively stratify UC patients after radical surgery. Substantial clinical significance is attached to LVI status as well as to pathological T and N status, suggesting that LVI status should be considered when selecting suitable candidates for adjuvant immunotherapy.
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Affiliation(s)
- Chisato Narita
- Department of Urology, The Jikei University School of Medicine, Tokyo, Japan
| | - Fumihiko Urabe
- Department of Urology, The Jikei University School of Medicine, Tokyo, Japan.
| | - Wataru Fukuokaya
- Department of Urology, The Jikei University School of Medicine, Tokyo, Japan
| | - Kosuke Iwatani
- Department of Urology, The Jikei University School of Medicine, Tokyo, Japan; Department of Urology, Jikei University Kashiwa Hospital, Chiba, Japan
| | - Yu Imai
- Department of Urology, The Jikei University School of Medicine, Tokyo, Japan
| | - Keiji Yasue
- Department of Urology, The Jikei University School of Medicine, Tokyo, Japan
| | - Keiichiro Mori
- Department of Urology, The Jikei University School of Medicine, Tokyo, Japan
| | - Koichi Aikawa
- Department of Urology, The Jikei University School of Medicine, Tokyo, Japan
| | - Takafumi Yanagisawa
- Department of Urology, The Jikei University School of Medicine, Tokyo, Japan
| | - Shoji Kimura
- Department of Urology, The Jikei University School of Medicine, Tokyo, Japan; Department of Urology, Jikei University Kashiwa Hospital, Chiba, Japan
| | - Kojiro Tashiro
- Department of Urology, The Jikei University School of Medicine, Tokyo, Japan; Department of Urology, Jikei Katsushika Medical Center, Tokyo, Japan
| | - Shunsuke Tsuzuki
- Department of Urology, The Jikei University School of Medicine, Tokyo, Japan
| | - Yuta Yamada
- Department of Urology, University of Tokyo, Tokyo, Japan
| | - Steffi Kar Kei Yuen
- S.H. Ho Urology Centre, Department of Surgery, The Chinese University of Hong Kong, Hong Kong, China
| | - Jeremy Yuen-Chun Teoh
- S.H. Ho Urology Centre, Department of Surgery, The Chinese University of Hong Kong, Hong Kong, China
| | - Tatsuya Shimomura
- Department of Urology, The Jikei University School of Medicine, Tokyo, Japan
| | - Hiroki Yamada
- Department of Urology, The Jikei University School of Medicine, Tokyo, Japan; Department of Urology, Jikei Katsushika Medical Center, Tokyo, Japan
| | - Akira Furuta
- Department of Urology, The Jikei University School of Medicine, Tokyo, Japan
| | - Jun Miki
- Department of Urology, The Jikei University School of Medicine, Tokyo, Japan; Department of Urology, Jikei University Kashiwa Hospital, Chiba, Japan
| | - Takahiro Kimura
- Department of Urology, The Jikei University School of Medicine, Tokyo, Japan
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12
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Travis WD, Eisele M, Nishimura KK, Aly RG, Bertoglio P, Chou TY, Detterbeck FC, Donnington J, Fang W, Joubert P, Kernstine K, Kim YT, Lievens Y, Liu H, Lyons G, Mino-Kenudson M, Nicholson AG, Papotti M, Rami-Porta R, Rusch V, Sakai S, Ugalde P, Van Schil P, Yang CFJ, Cilento VJ, Yotsukura M, Asamura H. The International Association for the Study of Lung Cancer (IASLC) Staging Project for Lung Cancer: Recommendation to Introduce Spread Through Air Spaces as a Histologic Descriptor in the Ninth Edition of the TNM Classification of Lung Cancer. Analysis of 4061 Pathologic Stage I NSCLC. J Thorac Oncol 2024:S1556-0864(24)00122-9. [PMID: 38508515 DOI: 10.1016/j.jtho.2024.03.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 03/06/2024] [Accepted: 03/13/2024] [Indexed: 03/22/2024]
Abstract
INTRODUCTION Spread through air spaces (STAS) consists of lung cancer tumor cells that are identified beyond the edge of the main tumor in the surrounding alveolar parenchyma. It has been reported by meta-analyses to be an independent prognostic factor in the major histologic types of lung cancer, but its role in lung cancer staging is not established. METHODS To assess the clinical importance of STAS in lung cancer staging, we evaluated 4061 surgically resected pathologic stage I R0 NSCLC collected from around the world in the International Association for the Study of Lung Cancer database. We focused on whether STAS could be a useful additional histologic descriptor to supplement the existing ones of visceral pleural invasion (VPI) and lymphovascular invasion (LVI). RESULTS STAS was found in 930 of 4061 of the pathologic stage I NSCLC (22.9%). Patients with tumors exhibiting STAS had a significantly worse recurrence-free and overall survival in both univariate and multivariable analyses involving cohorts consisting of all NSCLC, specific histologic types (adenocarcinoma and other NSCLC), and extent of resection (lobar and sublobar). Interestingly, STAS was independent of VPI in all of these analyses. CONCLUSIONS These data support our recommendation to include STAS as a histologic descriptor for the Ninth Edition of the TNM Classification of Lung Cancer. Hopefully, gathering these data in the coming years will facilitate a thorough analysis to better understand the relative impact of STAS, LVI, and VPI on lung cancer staging for the Tenth Edition TNM Stage Classification.
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Affiliation(s)
- William D Travis
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York.
| | - Megan Eisele
- Cancer Research And Biostatistics (CRAB), Seattle, Washington
| | | | - Rania G Aly
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Pietro Bertoglio
- IRCCS Azienda Ospedaliero Universitaria di Bologna, Bologna, Italy
| | - Teh-Ying Chou
- Department of Pathology and Laboratory Medicine, Taipei, Veterans General Hospital, Taipei, Taiwan
| | | | | | - Wentao Fang
- Department of Thoracic Surgery, Shanghai Chest Hospital, Jiaotong University Medical School, Shanghai, People's Republic of China
| | - Philippe Joubert
- Institut Universitaire de Cardiologie et de Pneumologie de Quebec - Université Laval, Quebec City, Canada
| | - Kemp Kernstine
- Department of Cardiovascular and Thoracic Surgery, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - Young Tae Kim
- Department of Thoracic and Cardiovascular Surgery, Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Yolande Lievens
- Radiation Oncology, Ghent University Hospital and Ghent University, Gent, Belgium
| | - Hui Liu
- Department of Radiation Oncology, Sun Yat-Sen University Cancer Center, Guangdong, People's Republic of China
| | - Gustavo Lyons
- Buenos Aires British Hospital, Buenos Aires, Argentina
| | - Mari Mino-Kenudson
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts
| | - Andrew G Nicholson
- Department of Histopathology, Royal Brompton Hospital, London, United Kingdom
| | - Mauro Papotti
- Department of Oncology, University of Turin, Torino, Italy
| | - Ramon Rami-Porta
- Department of Thoracic Surgery, Hospital Universitari Mútua Terrassa, University of Barcelona, and CIBERES Lung Cancer Group, Terrassa, Barcelona, Spain
| | - Valerie Rusch
- Thoracic Surgery Service, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Shuji Sakai
- Tokyo Women's Medical University, Tokyo, Japan
| | - Paula Ugalde
- Brigham & Women's Hospital, Boston, Massachusetts
| | - Paul Van Schil
- Antwerp University and Antwerp University Hospital, (Edegem) Antwerp, Belgium
| | - Chi-Fu Jeffrey Yang
- Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts
| | | | - Masaya Yotsukura
- Department of Thoracic Surgery, National Cancer Center Hospital, Tokyo, Japan
| | - Hisao Asamura
- Department of Thoracic Surgery, Keio University, Tokyo, Japan
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Lee H, Jang Y, Cho YA, Cho EY. Residual pure intralymphatic carcinoma component only (lymphovascular tumor emboli without invasive carcinoma) after neoadjuvant chemotherapy is associated with poor outcome: Not pathologic complete response. Hum Pathol 2024; 145:1-8. [PMID: 38311186 DOI: 10.1016/j.humpath.2024.02.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 02/01/2024] [Accepted: 02/01/2024] [Indexed: 02/10/2024]
Abstract
Residual pure intralymphatic carcinoma (PIC) component only after neoadjuvant chemotherapy (NAC) is lymphovascular tumor emboli without invasive carcinoma and extremely rare form of residual tumor after NAC. Although several studies have been published, the prognostic influence of residual PIC component only had not been fully evaluated. This study aims to evaluate the clinicopathologic features and the prognostic value of residual PIC component only. We reviewed the 251 patients with no residual invasive carcinoma in breast after NAC and found 12 patients with residual PIC component only after NAC. Five cases were triple negative, 6 were HER2 positive, and 1 was estrogen receptor positive and HER2 negative. The extent of PIC component ranged from 0.18 to 50.00 mm. The detailed microscopic PIC component findings did not significantly correlate with regional lymph node metastasis, local recurrence, or distant metastasis (p > 0.05). In multivariate survival analysis, the presence of lymph node metastasis and pretreatment ki-67 labeling index more than 50 % was statistically associated with greater risk of relapse [Cox proportional hazards ratio (HR) = 3.236, 95 % confidence interval (CI), 1.461-7.280, p = 0.004; HR = 3.046, 95 % CI, 1.421-6.529, p = 0.004, respectively) and residual PIC component only tended to be associated with greater risk of relapse (HR = 2.378, 95 % CI, 0.853-6.631; p = 0.098), but not reached to statistically significance. In patients without lymph node metastasis, the presence of residual PIC component only was associated with worse disease-free survival (p = 0.004). Although the number of published studies still limited, residual residual PIC component only after NAC is associated with poor outcome, and it should not be considered as pathological complete response.
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Affiliation(s)
- Hyunwoo Lee
- Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Republic of Korea
| | - Yunjeong Jang
- Department of Pathology, Ewha Womans University Seoul Hospital, Ewha Womans University School of Medicine, Seoul, 07804, Republic of Korea
| | - Yoon Ah Cho
- Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Republic of Korea
| | - Eun Yoon Cho
- Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, Republic of Korea.
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Kawase M, Ebara S, Tatenuma T, Sasaki T, Ikehata Y, Nakayama A, Toide M, Yoneda T, Sakaguchi K, Teishima J, Makiyama K, Inoue T, Kitamura H, Saito K, Koga F, Urakami S, Koie T. Prognostic Importance of Lymphovascular Invasion for Specific Subgroup of Patients with Prostate Cancer After Robot-Assisted Radical Prostatectomy (The MSUG94 Group). Ann Surg Oncol 2024; 31:2154-2162. [PMID: 38200385 DOI: 10.1245/s10434-023-14691-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 11/16/2023] [Indexed: 01/12/2024]
Abstract
OBJECTIVE This study aimed to investigate whether lymphovascular invasion (LVI) was associated with oncological outcomes in patients with prostate cancer (PCa) undergoing robotic-assisted radical prostatectomy (RARP). METHODS This retrospective multicenter cohort study was conducted on 3195 patients with PCa who underwent RARP in nine institutions in Japan. The primary endpoints were the associations between biochemical recurrence (BCR) and LVI and between BCR and clinicopathological covariates, while the secondary endpoints were the association between LVI and the site of clinical recurrence and metastasis-free survival (MFS). RESULTS In total, 2608 patients met the inclusion criteria. At the end of the follow-up period, 311 patients (11.9%) were diagnosed with BCR and none died of PCa. In patients with pathological stage T2 (pT2) + negative resection margins (RM-), and pT3+ positive RM (RM+), LVI significantly worsened BCR-free survival (BRFS). For patients with PCa who had pT3 and RM+, the 2-year BRFS rate in those with LVI was significantly worse than in those without LVI. Patients with LVI had significantly worse MFS than those without LVI with respect to pT3, RM+, and pathological Gleason grade (pGG). In multivariate analysis, LVI was significantly associated with BRFS in patients with pT3 PCa, and with worse MFS in PCa patients with pT3, RM+, and pGG ≥ 4. CONCLUSIONS LVI was an independent prognostic factor for recurrence and metastasis after RARP, particularly in patients with pT3 and RM+ PCa. Locally advanced PCa with positive LVI and RM+ requires careful follow-up because of the high likelihood of recurrence.
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Affiliation(s)
- Makoto Kawase
- Department of Urology, Gifu University Graduate School of Medicine, Gifu, Japan
| | - Shin Ebara
- Department of Urology, Hiroshima City Hiroshima Citizens Hospital, Hiroshima, Japan
| | | | - Takeshi Sasaki
- Department of Nephro-Urologic Surgery and Andrology, Mie University Graduate School of Medicine, Tsu, Japan
| | | | - Akinori Nakayama
- Department of Urology, Dokkyo Medical University Saitama Medical Center, Koshigaya, Japan
| | - Masahiro Toide
- Department of Urology, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo, Japan
| | - Tatsuaki Yoneda
- Department of Urology, Seirei Hamamatsu General Hospital, Hamamatsu, Japan
| | | | - Jun Teishima
- Department of Urology, Kobe City Hospital Organization, Kobe City Medical Center West Hospital, Kobe, Japan
| | | | - Takahiro Inoue
- Department of Nephro-Urologic Surgery and Andrology, Mie University Graduate School of Medicine, Tsu, Japan
| | | | - Kazutaka Saito
- Department of Urology, Dokkyo Medical University Saitama Medical Center, Koshigaya, Japan
| | - Fumitaka Koga
- Department of Urology, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo, Japan
| | | | - Takuya Koie
- Department of Urology, Gifu University Graduate School of Medicine, Gifu, Japan.
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Babayid Y, Gökçay Canpolat A, Elhan AH, Ceyhan K, Çorapçıoğlu D, Şahin M. Should there be a paradigm shift for the evaluation of isthmic thyroid nodules? J Endocrinol Invest 2024:10.1007/s40618-024-02313-6. [PMID: 38366076 DOI: 10.1007/s40618-024-02313-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Accepted: 01/12/2024] [Indexed: 02/18/2024]
Abstract
PURPOSE Although the thyroid isthmus seems like a rudimentary structure that connects bilateral lobes, it is an undiscovered area that needs to be explored. Currently, the data is evolving that the increase in the risk of malignancy is higher in the isthmic nodules, and extrathyroidal extensions and lymph node metastases are more common in isthmic-derived malignant thyroid nodules. Therefore, we aimed to compare the malignancy rate of isthmic and lobar nodules, the ultrasonographic features of isthmic and lobar nodules, and presence of lymph node metastases, distant metastases, and extrathyroidal invasions in malignant isthmic nodules. METHODS In this retrospective study, we enrolled patients between the ages of 18-80 years, who had thyroid nodule/nodules cytology and/or pathology results from January 2009 to November 2022. 9504 nodules were selected for the analysis of US findings, cytopathology results, and malignancy rates. RESULTS A mean ± SD age of 55.3 ± 13.0 years with a female to male ratio of [7618 (80.2%)/1886(19.8%)] were included in the study. 962 of the nodules were at isthmic localization; whereas 8542 nodules were at lobar localization. 1188 nodules were resulted as malignant from histopathological evaluation. Of the 1188 malignant nodules, 986 nodules were (83.0%) PTC, 114 nodules (9.6%) were FTC, 55 nodules were (4.6%) MTC, 16 nodules 1.3% were Hurtle cell carcinoma, 8 nodules (0.7%) were anaplastic thyroid carcinoma, and 9 nodules (0.8%) were thyroid tumors of uncertain malignant potential (TT-UMP). 156 of the malignant nodules (13.1%) were located in the isthmus, whereas the majority of the malignant nodules (n = 1032, 86.9%) were located at the lobar parts (right or left) of the thyroid. When the metastasis patterns of isthmic and lobar thyroid cancers were examined, no significant relationship was found between isthmic and lobar cancers in terms of capsule invasion (p = 0.435), muscle invasion (p = 0.294), and lymph node metastasis (p = 0.633). A significant relation was found between nodule localization (isthmus-upper-middle and lower lobes) and malignancy (p < 0.001). In our logistic regression analysis, isthmic and upper pole nodule localizations, age and TI-RADS were evaluated as independent risk factors for malignancy (p < 0.001 for all factors). CONCLUSION We recommend nodule localization has to be considered an additional risk factor when performing a Fine Needle Aspiration Biopsy for the increased malignancy risk in this localization.
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Affiliation(s)
- Yağmur Babayid
- Department of Internal Medicine, Ankara University School of Medicine, Ankara, Turkey
| | - Asena Gökçay Canpolat
- Department of Endocrinology and Metabolism, Ankara University School of Medicine, Ankara, Turkey.
| | - Atilla Halil Elhan
- Department of Biostatistics, Ankara University School of Medicine, Ankara, Turkey
| | - Koray Ceyhan
- Department of Pathology, Ankara University School of Medicine, Ankara, Turkey
| | - Demet Çorapçıoğlu
- Department of Endocrinology and Metabolism, Ankara University School of Medicine, Ankara, Turkey
| | - Mustafa Şahin
- Department of Endocrinology and Metabolism, Ankara University School of Medicine, Ankara, Turkey
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Ge HT, Chen JW, Wang LL, Zou TX, Zheng B, Liu YF, Xue YJ, Lin WW. Preoperative prediction of lymphovascular and perineural invasion in gastric cancer using spectral computed tomography imaging and machine learning. World J Gastroenterol 2024; 30:542-555. [PMID: 38463023 PMCID: PMC10921149 DOI: 10.3748/wjg.v30.i6.542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 12/18/2023] [Accepted: 01/15/2024] [Indexed: 02/05/2024] Open
Abstract
BACKGROUND Lymphovascular invasion (LVI) and perineural invasion (PNI) are important prognostic factors for gastric cancer (GC) that indicate an increased risk of metastasis and poor outcomes. Accurate preoperative prediction of LVI/PNI status could help clinicians identify high-risk patients and guide treatment decisions. However, prior models using conventional computed tomography (CT) images to predict LVI or PNI separately have had limited accuracy. Spectral CT provides quantitative enhancement parameters that may better capture tumor invasion. We hypothesized that a predictive model combining clinical and spectral CT parameters would accurately preoperatively predict LVI/PNI status in GC patients. AIM To develop and test a machine learning model that fuses spectral CT parameters and clinical indicators to predict LVI/PNI status accurately. METHODS This study used a retrospective dataset involving 257 GC patients (training cohort, n = 172; validation cohort, n = 85). First, several clinical indicators, including serum tumor markers, CT-TN stages and CT-detected extramural vein invasion (CT-EMVI), were extracted, as were quantitative spectral CT parameters from the delineated tumor regions. Next, a two-step feature selection approach using correlation-based methods and information gain ranking inside a 10-fold cross-validation loop was utilized to select informative clinical and spectral CT parameters. A logistic regression (LR)-based nomogram model was subsequently constructed to predict LVI/PNI status, and its performance was evaluated using the area under the receiver operating characteristic curve (AUC). RESULTS In both the training and validation cohorts, CT T3-4 stage, CT-N positive status, and CT-EMVI positive status are more prevalent in the LVI/PNI-positive group and these differences are statistically significant (P < 0.05). LR analysis of the training group showed preoperative CT-T stage, CT-EMVI, single-energy CT values of 70 keV of venous phase (VP-70 keV), and the ratio of standardized iodine concentration of equilibrium phase (EP-NIC) were independent influencing factors. The AUCs of VP-70 keV and EP-NIC were 0.888 and 0.824, respectively, which were slightly greater than those of CT-T and CT-EMVI (AUC = 0.793, 0.762). The nomogram combining CT-T stage, CT-EMVI, VP-70 keV and EP-NIC yielded AUCs of 0.918 (0.866-0.954) and 0.874 (0.784-0.936) in the training and validation cohorts, which are significantly higher than using each of single independent factors (P < 0.05). CONCLUSION The study found that using portal venous and EP spectral CT parameters allows effective preoperative detection of LVI/PNI in GC, with accuracy boosted by integrating clinical markers.
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Affiliation(s)
- Hui-Ting Ge
- Department of Radiology, Fujian Medical University Union Hospital, Fuzhou 350001, Fujian Province, China
- Fujian Key Laboratory of Intelligent Imaging and Precision Radiotherapy for Tumors, Fujian Medical University, Fuzhou 350001, Fujian Province, China
- Digestive, Hematological and Breast Malignancies, Clinical Research Center for Radiology and Radiotherapy of Fujian Province, Fuzhou 350001, Fujian Province, China
| | - Jian-Wu Chen
- Fujian Key Laboratory of Intelligent Imaging and Precision Radiotherapy for Tumors, Fujian Medical University, Fuzhou 350001, Fujian Province, China
- Digestive, Hematological and Breast Malignancies, Clinical Research Center for Radiology and Radiotherapy of Fujian Province, Fuzhou 350001, Fujian Province, China
- Department of Radiation Oncology, Fujian Medical University Union Hospital, Fuzhou 350001, Fujian Province, China
| | - Li-Li Wang
- Fujian Key Laboratory of Intelligent Imaging and Precision Radiotherapy for Tumors, Fujian Medical University, Fuzhou 350001, Fujian Province, China
- Digestive, Hematological and Breast Malignancies, Clinical Research Center for Radiology and Radiotherapy of Fujian Province, Fuzhou 350001, Fujian Province, China
- Department of Diagnostic Radiology, Fujian Medical University Union Hospital, Fuzhou 350001, Fujian Province, China
| | - Tian-Xiu Zou
- Department of Radiology, Fujian Medical University Union Hospital, Fuzhou 350001, Fujian Province, China
| | - Bin Zheng
- School of Electrical and Computer Engineering, University of Oklahoma, Oklahoma, OK 73019, United States
| | - Yuan-Fen Liu
- Department of Radiology, Fujian Medical University Union Hospital, Fuzhou 350001, Fujian Province, China
| | - Yun-Jing Xue
- Department of Radiology, Fujian Medical University Union Hospital, Fuzhou 350001, Fujian Province, China
| | - Wei-Wen Lin
- Department of Radiology, Fujian Medical University Union Hospital, Fuzhou 350001, Fujian Province, China
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Yılmaz H, Teke K, Süer E, İzol V, Akgül HM, Selvi İ. Does neo-adjuvant chemotherapy improve the negative effect of lymphovascular invasion in survival after radical cystectomy? Urol Oncol 2024; 42:30.e1-30.e7. [PMID: 37867054 DOI: 10.1016/j.urolonc.2023.09.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 08/29/2023] [Accepted: 09/16/2023] [Indexed: 10/24/2023]
Abstract
PURPOSE There is a lack of studies in the literature to evaluate the impact of the specific benefit of the use of neo-adjuvant chemotherapy (NAC) on the negative effect of lymphovascular invasion (LVI) on prognosis. We aimed to evaluate the survival differences of patients according to the presence of LVI with and without administration of NAC before radical cystectomy (RC). MATERIALS AND METHODS We retrospectively evaluated data of the patients who underwent RC with pelvic lymphadenectomy and urinary diversion for bladder cancer recorded in the bladder cancer database of the Turkish Uro-oncology Association between 2007 and 2021. Patient demographics, follow-up time and overall survival (OS) were noted. RESULTS A total of 633 subjects included in the analyses. Median follow-up time was 24 months (IQR 12-54). Five years OS of the whole cohort was 55.1%. This was 54.7% and 59.9% in NAC- and NAC+ groups (P = 0.683), respectively. It was also 35.7% and 65.7% in LVI+ and LVI- patients (P < 0.0001), respectively. There was a significant difference between LVI+ and LVI- patients (33.2% vs. 68.2%, P < 0.0001) in NAC- group, but similar 5-year OS was found (53.2% vs. 64.5%, P = 0.552) in NAC+ group. In multivariable analyses, female gender, pN stages, presence of variant histology and LVI were significant independent predictive factors for OS in the whole cohort and in the NAC- group. However, gender association, pN stages and LVI lost significance in NAC+ group. CONCLUSION Presence of LVI significantly reduced OS, and the NAC treatment improved the negative effects of LVI on OS. Our findings encourage the use of NAC before RC.
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Affiliation(s)
- Hasan Yılmaz
- Deparment of Urology, Kocaeli University School of Medicine, Kocaeli, Turkey.
| | - Kerem Teke
- Deparment of Urology, Kocaeli University School of Medicine, Kocaeli, Turkey
| | - Evren Süer
- Deparment of Urology, Ankara University School of Medicine, Ankara, Turkey
| | - Volkan İzol
- Deparment of Urology, Çukurova University School of Medicine, Adana, Turkey
| | - Hacı Murat Akgül
- Deparment of Urology, Tekirdağ Namık Kemal University School of Medicine, Tekirdağ, Turkey
| | - İsmail Selvi
- Department of Urology, Istanbul Faculty of Medicine, Istanbul, Turkey
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Jiang Y, Zeng Y, Zuo Z, Yang X, Liu H, Zhou Y, Fan X. Leveraging multimodal MRI-based radiomics analysis with diverse machine learning models to evaluate lymphovascular invasion in clinically node-negative breast cancer. Heliyon 2024; 10:e23916. [PMID: 38192872 PMCID: PMC10772250 DOI: 10.1016/j.heliyon.2023.e23916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 12/12/2023] [Accepted: 12/15/2023] [Indexed: 01/10/2024] Open
Abstract
Objective This study aimed to investigate and validate the effectiveness of diverse radiomics models for preoperatively differentiating lymphovascular invasion (LVI) in clinically node-negative breast cancer (BC). Methods This study included 198 patients diagnosed with clinically node-negative bc and pathologically confirmed LVI status from January 2018-July 2023. The training dataset consisted of 138 patients, while the validation dataset included 60. Radiomics features were extracted from multimodal magnetic resonance imaging obtained from T1WI, T2WI, DCE, DWI, and ADC sequences. Dimensionality reduction and feature selection techniques were applied to the extracted features. Subsequently, machine learning approaches, including logistic regression, support vector machine, classification and regression trees, k-nearest neighbors, and gradient boosting machine models (GBM), were constructed using the radiomics features. The best-performing radiomic model was selected based on its performance using the confusion matrix. Univariate and multivariable logistic regression analyses were conducted to identify variables for developing a clinical-radiological (Clin-Rad) model. Finally, a combined model incorporating both radiomics and clinical-radiological model features was created. Results A total of 6195 radiomic features were extracted from multimodal magnetic resonance imaging. After applying dimensionality reduction and feature selection, seven valuable radiomics features were identified. Among the radiomics models, the GBM model demonstrated superior predictive efficiency and robustness, achieving area under the curve values (AUC) of 0.881 (0.823,0.940) and 0.820 (0.693,0.947) in the training and validation datasets, respectively. The Clin-Rad model was developed based on the peritumoral edema and DWI rim sign. In the training dataset, it achieved an AUC of 0.767 (0.681, 0.854), while in the validation dataset, it achieved an AUC of 0.734 (0.555-0.913). The combined model, which incorporated radiomics and the Clin-Rad model, showed the highest discriminatory capability. In the training dataset, it had an AUC value of 0.936 (0.892, 0.981), and in the validation dataset, it had an AUC value of 0.876 (0.757, 0.995). Additionally, decision curve analysis of the combined model revealed its optimal clinical efficacy. Conclusion The combined model, integrating radiomics and clinical-radiological features, exhibited excellent performance in distinguishing LVI status. This non-invasive and efficient approach holds promise for aiding clinical decision-making in the context of clinically node-negative BC.
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Affiliation(s)
- Yihong Jiang
- Department of Radiology, Xiangtan Central Hospital, Xiangtan, Hunan, 411100, China
| | - Ying Zeng
- Department of Radiology, Xiangtan Central Hospital, Xiangtan, Hunan, 411100, China
| | - Zhichao Zuo
- The School of Mathematics and Computational Science, Xiangtan University, Xiangtan, Hunan, 411105, China
| | - Xiuqi Yang
- Department of Radiology, Xiangtan Central Hospital, Xiangtan, Hunan, 411100, China
| | - Haibo Liu
- Department of Radiology, Xiangtan Central Hospital, Xiangtan, Hunan, 411100, China
| | - Yingjun Zhou
- Department of Radiology, Xiangtan Central Hospital, Xiangtan, Hunan, 411100, China
| | - Xiaohong Fan
- The School of Mathematics and Computational Science, Xiangtan University, Xiangtan, Hunan, 411105, China
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Du Y, Cai M, Zha H, Chen B, Gu J, Zhang M, Liu W, Liu X, Liu X, Zong M, Li C. Ultrasound radiomics-based nomogram to predict lymphovascular invasion in invasive breast cancer: a multicenter, retrospective study. Eur Radiol 2024; 34:136-148. [PMID: 37518678 DOI: 10.1007/s00330-023-09995-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 04/20/2023] [Accepted: 06/02/2023] [Indexed: 08/01/2023]
Abstract
OBJECTIVES To develop and validate an ultrasound (US) radiomics-based nomogram for the preoperative prediction of the lymphovascular invasion (LVI) status in patients with invasive breast cancer (IBC). MATERIALS AND METHODS In this multicentre, retrospective study, 456 consecutive women were enrolled from three institutions. Institutions 1 and 2 were used to train (n = 320) and test (n = 136), and 130 patients from institution 3 were used for external validation. Radiomics features that reflected tumour information were derived from grey-scale US images. The least absolute shrinkage and selection operator and the maximum relevance minimum redundancy (mRMR) algorithm were used for feature selection and radiomics signature (RS) building. US radiomics-based nomogram was constructed by using multivariable logistic regression analysis. Predictive performance was assessed with the receiving operating characteristic curve, discrimination, and calibration. RESULTS The nomogram based on clinico-ultrasonic features (menopausal status, US-reported lymph node status, posterior echo features) and RS yielded an optimal AUC of 0.88 (95% confidence interval [CI], 0.84-0.91), 0.89 (95% CI, 0.84-0.94) and 0.95 (95% CI, 0.92-0.99) in the training, internal and external validation cohort. The nomogram outperformed the clinico-ultrasonic and RS model (p < 0.05). The nomogram performed favourable discrimination (C-index, 0.88; 95% CI: 0.84-0.91) and was confirmed in the validation (0.88 for internal, 0.95 for external) cohorts. The calibration and decision curve demonstrated the nomogram showed good calibration and was clinically useful. CONCLUSIONS The radiomics nomogram incorporated in the RS and US and the clinical findings exhibited favourable preoperative individualised prediction of LVI. CLINICAL RELEVANCE STATEMENT The US radiomics-based nomogram incorporating menopausal status, posterior echo features, US reported-ALN status, and radiomics signature has the potential to predict lymphovascular invasion in patients with invasive breast cancer. KEY POINTS • The clinico-ultrsonic model of menopausal status, posterior echo features, and US-reported ALN status achieved a better predictive efficacy for LVI than either of them alone. • The radiomics nomogram showed optimal prediction in predicting LVI from patients with IBC (ROC, 0.88 and 0.89 in the training and validation sets). • A nomogram demonstrated favourable performance (area under the receiver operating characteristic curve, 0.95) and well calibration (C-index, 0.95) in an independent validation cohort (n = 130).
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Affiliation(s)
- Yu Du
- Department of Ultrasound, The First Affiliated Hospital of Nanjing Medical University, No. 300 Guangzhou Road, Nanjing, 210029, China
| | - Mengjun Cai
- Department of Ultrasound, The First Affiliated Hospital of Nanjing Medical University, No. 300 Guangzhou Road, Nanjing, 210029, China
| | - Hailing Zha
- Department of Ultrasound, The First Affiliated Hospital of Nanjing Medical University, No. 300 Guangzhou Road, Nanjing, 210029, China
| | - Baoding Chen
- Department of Ultrasound, Affiliated Hospital of Jiangsu University, 438 Jiefang Road, Zhenjiang, 212050, China
| | - Jun Gu
- Department of Ultrasound, Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Suzhou, 215002, China
| | - Manqi Zhang
- Department of Ultrasound, The First Affiliated Hospital of Nanjing Medical University, No. 300 Guangzhou Road, Nanjing, 210029, China
| | - Wei Liu
- Department of Ultrasound, The First Affiliated Hospital of Nanjing Medical University, No. 300 Guangzhou Road, Nanjing, 210029, China
| | - Xinpei Liu
- Department of Ultrasound, The First Affiliated Hospital of Nanjing Medical University, No. 300 Guangzhou Road, Nanjing, 210029, China
| | - Xiaoan Liu
- Department of Breast Surgery, The First Affiliated Hospital of Nanjing Medical University, No. 300 Guangzhou Road, Nanjing, 210029, China
| | - Min Zong
- Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, No. 300 Guangzhou Road, Nanjing, 210029, China.
| | - Cuiying Li
- Department of Ultrasound, The First Affiliated Hospital of Nanjing Medical University, No. 300 Guangzhou Road, Nanjing, 210029, China.
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Wei C, Deng Y, Wei S, Huang Z, Xie Y, Xu J, Dong L, Zou Q, Yang J. Lymphovascular invasion is a significant risk factor for non-sentinel nodal metastasis in breast cancer patients with sentinel lymph node (SLN)-positive breast cancer: a cross-sectional study. World J Surg Oncol 2023; 21:386. [PMID: 38097994 PMCID: PMC10720167 DOI: 10.1186/s12957-023-03273-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Accepted: 12/05/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND A connection between lymphovascular invasion and axillary lymph node metastases in breast cancer has been observed, but the findings are inconsistent and primarily based on research in Western populations. We investigated the association between lymphovascular invasion and non-sentinel lymph node (non-SLN) metastasis in breast cancer patients with sentinel lymph node (SLN) metastasis in western China. METHODS This study comprised 280 breast cancer patients who tested positive for SLN through biopsy and subsequently underwent axillary lymph node dissection (ALND) at The People's Hospital of Guangxi Zhuang Autonomous Region between March 2013 and July 2022. We used multivariate logistic regression analyses to assess the association between clinicopathological characteristics and non-SLN metastasis. Additionally, we conducted further stratified analysis. RESULTS Among the 280 patients with positive SLN, only 126 (45%) exhibited non-SLN metastasis. Multivariate logistic regression demonstrated that lymphovascular invasion was an independent risk factor for non-SLN in breast cancer patients with SLN metastasis (OR = 6.11; 95% CI, 3.62-10.32, p < 0.05). The stratified analysis yielded similar results. CONCLUSIONS In individuals with invasive breast cancer and 1-2 positive sentinel lymph nodes, lymphovascular invasion is the sole risk factor for non-SLN metastases. This finding aids surgeons and oncologists in devising a plan for local axillary treatment, preventing both over- and undertreatment.
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Affiliation(s)
- Chunyu Wei
- Department of Breast and Thyroid Surgery, People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China
| | - Yongqing Deng
- The Family Planning Office of the People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China
| | - Suosu Wei
- Department of Scientific Cooperation of Guangxi Academy of Medical Sciences, People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China
| | - Zhen Huang
- Department of Breast and Thyroid Surgery, People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China
| | - Yujie Xie
- Department of Breast and Thyroid Surgery, People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China
| | - Jinan Xu
- Department of Breast and Thyroid Surgery, People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China
| | - Lingguang Dong
- Department of Breast and Thyroid Surgery, People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China
| | - Quanqing Zou
- Department of Breast and Thyroid Surgery, People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China.
| | - Jianrong Yang
- Department of Breast and Thyroid Surgery, People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi, China.
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Rich BS, Dicken BJ, Billmire DF, Weil BR, Ross J, Fallahazad N, Krailo M, Shaikh F, Frazier AL, Hazard FK, Nuño MM. Characterizing Lymphovascular Invasion in Pediatric and Adolescent Malignant Ovarian Nongerminomatous Germ Cell Tumors: A Report from the Children's Oncology Group. J Pediatr Surg 2023; 58:2399-2404. [PMID: 37699777 PMCID: PMC10872999 DOI: 10.1016/j.jpedsurg.2023.08.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2023] [Revised: 08/11/2023] [Accepted: 08/15/2023] [Indexed: 09/14/2023]
Abstract
BACKGROUND Lymphovascular invasion (LVI) has been identified as a poor prognostic factor for a variety of tumors; however, its significance in malignant ovarian germ cell tumors (MOGCT) in pediatric and adolescent patients is not well described. We aim to clarify the significance of LVI in the subset of patients with nongerminomatous MOGCT. METHODS Records of patients 0-20 years of age with MOGCT enrolled on Children's Oncology Group study AGCT0132 were reviewed. Patients with documented presence or absence of LVI in either institutional or central review pathology reports were included. RESULTS Of 130 patients with MOGCTs, 83 patients had of the presence or absence of LVI documented in their pathology report. 42/83 patients (50.6%) were found to have LVI present. The estimated odds of having LVI was higher in patients with stage II and III disease, 11 years and older and with the presence of choriocarcinoma. Event-free survival (EFS) and overall survival (OS) remained high in patients with LVI. Approximately 50% of patients with a documented LVI status in either institutional pathology report or central review were found to have LVI. CONCLUSIONS The presence of LVI was higher in tumors with adverse risk factors including higher stage and age greater than 11 years. While LVI was not associated with EFS or OS in the intermediate risk group, further work is necessary to determine the effect of LVI on long-term disease-free survival. We, therefore, recommend routinely incorporating LVI status into institutional pathology reports for pediatric and adolescent patients with MOGCT. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Barrie S Rich
- Division of Pediatric Surgery, Cohen Children's Medical Center, Zucker School of Medicine at Hofstra/Northwell, New Hyde Park, NY, USA.
| | - Bryan J Dicken
- Division of Pediatric Surgery, University of Alberta, Edmonton Canada
| | - Deborah F Billmire
- Division of Pediatric Surgery, Riley Hospital for Children, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Brent R Weil
- Division of Pediatric Surgery, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Jonathan Ross
- Department of Urology, Department of Pediatrics, Rush Medical College, Chicago, IL, USA
| | - Negar Fallahazad
- Children's Oncology Group, Public Health Institute, Monrovia, CA, USA
| | - Mark Krailo
- Children's Oncology Group, Public Health Institute, Monrovia, CA, USA; Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA
| | - Furqan Shaikh
- Division of Haematology/Oncology, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - A Lindsay Frazier
- Dana-Farber/Boston Children's Cancer and Blood Disorders Center Harvard Medical School, Boston, MA, USA
| | - Florette K Hazard
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Michelle M Nuño
- Children's Oncology Group, Public Health Institute, Monrovia, CA, USA; Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA
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22
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Maynovskaia O, Rybakov E, Chernyshov S, Khomyakov E, Achkasov S. Are the width, length, depth, and area of submucosal invasion predictive of lymph node metastasis in pT1 colorectal cancer? Ann Coloproctol 2023; 39:484-492. [PMID: 38146608 PMCID: PMC10781608 DOI: 10.3393/ac.2023.00087.0012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Revised: 03/14/2023] [Accepted: 05/28/2023] [Indexed: 12/27/2023] Open
Abstract
PURPOSE Submucosa-limited (pathological T1, pT1) colorectal cancers (CRCs) pose a continuing challenge in the choice of treatment options, which range from local excision to radical surgery. The aim of this study was to evaluate the morphometric and morphologic risk factors associated with regional lymph node metastasis (LNM) in pT1 CRC. METHODS We performed a histological review of patients who underwent oncological resection between 2016 and 2022. Tumor grade, budding, poorly differentiated clusters (PDCs), cancer gland rupture, lymphovascular invasion (LVI), and presence of deep submucosal invasion (DSI), as well as width, length, total area, and area of DSI, were evaluated as potential risk factors for LNM. RESULTS A total of 264 cases of colon and rectal carcinomas with invasion into the submucosal layer (pT1) were identified. LNM was found in 46 of the 264 cases (17.4%). All morphometric parameters, as well as DSI (P=0.330), showed no significant association with LNM. High grade adenocarcinoma (P=0.050), budding (P=0.056), and PDCs (P<0.001) were associated with LNM. In the multivariate analysis, LVI presence remained the only significant independent risk factor (odds ratio, 15.7; 95% confidence interval, 8.5-94.9; P<0.001). CONCLUSION The DSI of T1 CRC, as well as other morphometric parameters of submucosal tumor spread, held no predictive value in terms of LNM. LVI was the only independent risk factor of LNM.
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Affiliation(s)
- Olga Maynovskaia
- Ryzhikh National Medical Research Center of Coloproctology, Moscow, Russia
| | - Evgeny Rybakov
- Ryzhikh National Medical Research Center of Coloproctology, Moscow, Russia
| | | | - Evgeniy Khomyakov
- Ryzhikh National Medical Research Center of Coloproctology, Moscow, Russia
| | - Sergey Achkasov
- Ryzhikh National Medical Research Center of Coloproctology, Moscow, Russia
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23
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Roccuzzo G, Orlando G, Rumore MR, Morrone A, Fruttero E, Caliendo V, Picciotto F, Sciarrillo A, Quaglino P, Cassoni P, Ribero S, Senetta R. Predictors of Recurrence and Progression in Poorly Differentiated Cutaneous Squamous Cell Carcinomas: Insights from a Real-Life Experience. Dermatology 2023; 240:329-336. [PMID: 38008073 DOI: 10.1159/000535040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 11/02/2023] [Indexed: 11/28/2023] Open
Abstract
INTRODUCTION Surgery represents the primary treatment option for cutaneous squamous cell carcinoma (cSCC) aiming for complete tumor resection (R0). Recurrence and metastasis significantly affect survival and outcomes, and poorly differentiated (G3) cSCC is associated with a higher risk of recurrence. However, the specific clinical and histopathological features that predict recurrence and progression in G3-cSCC remain unclear. METHODS A retrospective analysis was conducted on a series of patients with primary G3-cSCC diagnosed at the Turin University Hospital between January 2016 and January 2021. After independent histological revision, logistic regression models were used to identify clinico-pathological predictors of cutaneous recurrence, lymphnode/metastatic progression, and both types of progression. RESULTS Among the 161 G3-cSCC patients, 80.1% (129/161) showed no signs of local recurrence or metastatic progression, while 19.9% (32 patients) had progressed. In the univariate logistic regression, tumor clinical diameter, depth of infiltration (DOI), and lymphovascular invasion (LVI) were identified as significant predictors across the various types of progression (p < 0.05). In the context of multivariate logistic regression, distinct models proved to be significant. For skin recurrence, a 3-variable model incorporating DOI (OR 1.16, 95% CI, 1.01-1.35, p = 0.050), LVI (OR 3.61, 95% CI, 1.11-11.8, p = 0.034), and desmoplasia (OR 3.45, 95% CI, 1.25-9.5, p = 0.017) was selected. Regarding lymphnode/metastatic progression, a 3-variable model combining pT2 (OR 6.10, 95% CI, 1.15-32.35, p = 0.034), pT3 (OR 14.33, 95% CI, 2.79-73.63, p = 0.001), and LVI (OR 3.86, 95% CI, 1.10-13.62, p = 0.036) was identified. Lastly, a 2-variable model for both types of progression consisted of vertical tumor thickness (OR 5.45, 95% CI, 1.11-27.32, p = 0.039) and LVI (OR 1.15, 95% CI, 1.04-1.26, p = 0.006). CONCLUSION Tumor size, DOI, and LVI were significant predictors of recurrence and metastatic progression. Notably, the size of histologically defined tumor-free margins did not affect the risk of recurrence, whilst LVI emerged as a key predictor of all forms of progression. These findings provide insights into risk stratification and suggest that close monitoring and potential adjuvant therapies, such as radiation therapy, may be necessary especially for patients with lymphovascular involvement.
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Affiliation(s)
- Gabriele Roccuzzo
- Department of Medical Sciences, Section of Dermatology, University of Turin, Turin, Italy
| | - Giulia Orlando
- Pathology Unit, Department of Oncology, University of Turin, Turin, Italy
| | - Maria Rebecca Rumore
- Pathology Unit, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Antonio Morrone
- Pathology Unit, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Enrico Fruttero
- Department of Surgery, Dermatologic Surgery Section, Azienda Ospedaliera Universitaria (AOU) Città della Salute e della Scienza, Turin, Italy
| | - Virginia Caliendo
- Department of Surgery, Dermatologic Surgery Section, Azienda Ospedaliera Universitaria (AOU) Città della Salute e della Scienza, Turin, Italy
| | - Franco Picciotto
- Department of Surgery, Dermatologic Surgery Section, Azienda Ospedaliera Universitaria (AOU) Città della Salute e della Scienza, Turin, Italy
| | - Alberto Sciarrillo
- Department of Surgical Sciences, Structure of Reconstructive and Aesthetic Plastic Surgery, University of Turin, Turin, Italy
| | - Pietro Quaglino
- Department of Medical Sciences, Section of Dermatology, University of Turin, Turin, Italy
| | - Paola Cassoni
- Pathology Unit, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Simone Ribero
- Department of Medical Sciences, Section of Dermatology, University of Turin, Turin, Italy
| | - Rebecca Senetta
- Pathology Unit, Department of Oncology, University of Turin, Turin, Italy
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Ma Q, Li Z, Li W, Chen Q, Liu X, Feng W, Lei J. MRI radiomics for the preoperative evaluation of lymphovascular invasion in breast cancer: A meta-analysis. Eur J Radiol 2023; 168:111127. [PMID: 37801997 DOI: 10.1016/j.ejrad.2023.111127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 09/08/2023] [Accepted: 09/28/2023] [Indexed: 10/08/2023]
Abstract
PURPOSE To evaluate the ability of preoperative MRI-based radiomic features in predicting lymphovascular invasion (LVI) in patients with breast cancer. METHODS PubMed, Embase, Web of Science, Cochrane Library databases, and four Chinese databases were searched to identify relevant studies published up until June 15, 2023. Two reviewers screened all papers independently for eligibility. We included diagnostic accuracy studies that used radiomics-MRI for LVI in patients with breast cancer, using histopathology as the reference standard. Quality was assessed using the Quality Assessment of Diagnostic Accuracy Studies 2 and Radiomics Quality Score. Overall diagnostic odds ratio (DOR), sensitivity, specificity and area under the curve (AUC) were calculated to assess the prediction efficacy of MRI-based radiomic features in patients with breast cancer. Spearman's correlation coefficient was calculated and subgroup analysis performed to investigate causes of heterogeneity. RESULTS Eight studies comprising 1685 female patients were included. The pooled DOR, sensitivity, specificity, and AUC of radiomics in detecting LVI were 23 [confidence interval (CI) 16,32], 0.89(0.86,0.92), 0.82 (0.78,0.86), and 0.83(0.78,0.87), respectively. The meta-analysis showed significant heterogeneity among the included studies. No threshold effect was detected. Subgroup analysis showed that more than 200 participants, radiomics with clinical factors, semiautomatic segmentation method and peritumoral or intra- and peritumoral model [DOR: 28(18,42), 26(19,37), 34(16,70), 40(10,156), respectively] could improve diagnostic performance compared with less than 200 participants, only radiomics, manual segmentation method, and tumor model [DOR: 16(7,37), 21(6,73), 20(12,32), 21(13,32), respectively], but 3.0 T MR and multiple sequences approach [DOR: 27(15,49),17(8,35)] couldn't improve diagnostic performance compared with 1.5 T and DCE radiomic features [DOR:27(7,99),25(17,37)]. CONCLUSION Our meta-analysis showed that preoperative MRI-based radiomic features performs well in predicting LVI in patients with breast cancer. This noninvasive and convenient tool may be used to facilitate preoperative identification of LVI in breast cancer.
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Affiliation(s)
- Qinqin Ma
- Lanzhou University, Lanzhou 730000, China; Intelligent Imaging Medical Engineering Research Center of Gansu Province, Lanzhou 730000, China; Accurate Image Collaborative Innovation International Science and Technology Cooperation Base of Gansu Province, Lanzhou 730000, China.
| | - Zhifan Li
- Lanzhou University, Lanzhou 730000, China; Intelligent Imaging Medical Engineering Research Center of Gansu Province, Lanzhou 730000, China; Accurate Image Collaborative Innovation International Science and Technology Cooperation Base of Gansu Province, Lanzhou 730000, China.
| | - Wenjing Li
- Lanzhou University, Lanzhou 730000, China; Intelligent Imaging Medical Engineering Research Center of Gansu Province, Lanzhou 730000, China; Accurate Image Collaborative Innovation International Science and Technology Cooperation Base of Gansu Province, Lanzhou 730000, China.
| | - Qitian Chen
- No.2 Hospital of Baiyin City, Baiyin 730900, China.
| | - Xinran Liu
- Lanzhou University, Lanzhou 730000, China; Intelligent Imaging Medical Engineering Research Center of Gansu Province, Lanzhou 730000, China; Accurate Image Collaborative Innovation International Science and Technology Cooperation Base of Gansu Province, Lanzhou 730000, China.
| | - Wen Feng
- Lanzhou University, Lanzhou 730000, China; Department of Radiology, the First Hospital of Lanzhou University, Lanzhou 730000, China; Intelligent Imaging Medical Engineering Research Center of Gansu Province, Lanzhou 730000, China; Accurate Image Collaborative Innovation International Science and Technology Cooperation Base of Gansu Province, Lanzhou 730000, China.
| | - Junqiang Lei
- Department of Radiology, the First Hospital of Lanzhou University, Lanzhou 730000, China; Intelligent Imaging Medical Engineering Research Center of Gansu Province, Lanzhou 730000, China; Accurate Image Collaborative Innovation International Science and Technology Cooperation Base of Gansu Province, Lanzhou 730000, China.
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25
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Chen J, Wang X, Lv H, Zhang W, Tian Y, Song L, Wang Z. Development and external validation of a clinical-radiomics nomogram for preoperative prediction of LVSI status in patients with endometrial carcinoma. J Cancer Res Clin Oncol 2023; 149:13943-13953. [PMID: 37542548 DOI: 10.1007/s00432-023-05044-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 06/28/2023] [Indexed: 08/07/2023]
Abstract
PURPOSE To develop and validate a model that incorporates radiomics based on MRI scans and clinical characteristics to predict lymphovascular invasion (LVSI) in endometrial cancer (EC) patients. METHODS There were 332 patients with EC enrolled retrospectively in this multicenter study. Radiomics score (Radscore) were computed using the valuable radiomics features. The independent predictors of LVSI were identified by univariate logistic analysis. Multivariate logistic regression was used to develop a clinical-radiomics predictive model. Based on the model, a nomogram was developed and validated internally and externally. The nomogram was evaluated with discrimination, calibration, decision curve analysis (DCA), and clinical impact curves (CIC). RESULTS Three predictive models were constructed based on clinicopathological features, radiomic factors and a combination of them, and that the clinic-radiomic model performed best among the three models. Four independent factors comprised the clinical-radiomics model: dynamic contrast enhancement rate of late arterial phase (DCE2), deep myometrium invasion (DMI), lymph node metastasis (LNM), and Radscore. Clinical-radiomics model performance was 0.901 (95% CI 0.84-0.96) in the training cohort, 0.80 (95% CI 0.68-0.92) in the internal validation cohort, and 0.81 (95% CI 0.73-0.9) in the external validation cohort for identifying patients with LVSI, respectively. The model is used to develop a nomogram for clinical use. CONCLUSIONS The MRI-based radiomics nomogram could serve as a noninvasive tool to predict LVSI in EC patients.
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Affiliation(s)
- Jingya Chen
- Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210009, Jiangsu, China
| | | | - Haoyi Lv
- University of Science and Technology of China, Hefei, Anhui, China
| | - Wei Zhang
- Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing, Jiangsu Province, China
| | - Ying Tian
- Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210009, Jiangsu, China
| | - Lina Song
- Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210009, Jiangsu, China
| | - Zhongqiu Wang
- Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210009, Jiangsu, China.
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26
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Elst L, Vreeburg MTA, de Vries HM, Vandermaesen K, Murphy T, Churchill J, Fallara G, Sanchez D, Falcone M, Garcia-Perdomo HA, Pettaway C, Hakenberg O, Johnstone P, Spiess PE, Muneer A, Sangar V, Parnham A, Ayres B, Watkin N, Brouwer OR, Albersen M. Corporal Skip Metastases in Penile Squamous Cell Carcinoma: An Unknown and Distinct Pattern of Spread with Poor Prognosis. Eur Urol Oncol 2023:S2588-9311(23)00196-7. [PMID: 37813746 DOI: 10.1016/j.euo.2023.09.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 09/11/2023] [Accepted: 09/20/2023] [Indexed: 10/11/2023]
Abstract
BACKGROUND Penile squamous cell carcinoma (PSCC) is characterised by stepwise lymphatic dissemination. Skip metastases (SkMs) are rare metastases in the corpus cavernosum or spongiosum without continuity to the primary tumour or its resection site. OBJECTIVE To assess the distinct pattern of spread in SkM+ patients and the effect of SkM on prognosis. DESIGN, SETTING, AND PARTICIPANTS We conducted a retrospective analysis of patients with SkM+ PSCC at ten high-volume international referral centres between January 2006 and May 2022. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS We evaluated histopathological data, primary lymph node (LN) staging, and metastatic spread. We included a cohort of patients matched for pT stage, LN status, and grade who did not have SkM (SkM-) to compare the SkM prognosis and predictive value for cancer-specific mortality (CSM). RESULTS AND LIMITATIONS Among the 63 SkM+ patients who met our inclusion criteria, the SkM diagnosis was synchronous in 54.0% and metastases were mostly located in the corpus cavernosum. SkM was symptomatic in 14% of cases, was detected on imaging in 32%, and was found incidentally on pathological examination in 27%. Fifty-one patients (81%) presented with positive LNs and 28 (44%) developed distant metastases. Seven patients (11%) presented with or developed distant metastasis without displaying any LN involvement. The 2-yr cancer-specific survival estimates were 36% (95% confidence interval [CI] 25-52%) for SkM+ and 66% (95% CI 55-80%) for matched SkM- patients (p < 0.001). On multivariable Cox regression analysis, SkM presence was an independent predictor for higher CSM (hazard ratio 2.05, 95% CI 1.06-4,12; p = 0.03). CONCLUSIONS PSCC-related SkM is associated with aggressive disease behaviour and poor survival outcomes. Palpation of the entire penile shaft is essential, and distant staging is recommended in patients suspected of having SkM owing to the tendency for distant metastatic spread. PATIENT SUMMARY We investigated outcomes for patients with cancer of the penis who had metastases in the tissues responsible for erection. We found that metastases in this location were associated with poor prognosis, even in the absence of more typical spread of cancer via the lymph nodes.
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Affiliation(s)
- Laura Elst
- Department of Urology, University Hospitals Leuven, Leuven, Belgium; Young Academic Urologists Working Group on Penile and Testis Cancer, Arnhem, The Netherlands
| | - Manon T A Vreeburg
- Department of Urology, Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Hielke Martijn de Vries
- Young Academic Urologists Working Group on Penile and Testis Cancer, Arnhem, The Netherlands; Department of Urology, Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | | | - Titus Murphy
- Penile Cancer Centre, St. George's University Hospitals NHS Trust, London, UK
| | - James Churchill
- Department of Urology, The Christie NHS Foundation Trust, Manchester, UK
| | - Giuseppe Fallara
- Young Academic Urologists Working Group on Penile and Testis Cancer, Arnhem, The Netherlands; Male Genital Cancer Centre, Department of Urology, NIHR Biomedical Research Centre University College London Hospitals, London, UK; Department of Urology, IRCCS European Institute of Oncology, Milan, Italy
| | - Darren Sanchez
- Department of Urology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Marco Falcone
- Department of Urology, Molinette Hospital, University of Torino, AOU Città della Salute e della Scienza di Torino, Turin, Italy
| | - Herney Andres Garcia-Perdomo
- Division of Urology/Urooncology, Department of Surgery, School of Medicine, Universidad del Valle, Cali, Colombia
| | - Curtis Pettaway
- Department of Urology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Oliver Hakenberg
- Department of Urology, University Medical Center Rostock, Rostock, Germany
| | - Peter Johnstone
- Departments of Radiation Oncology and Urology, Moffitt Cancer Center, Tampa, FL, USA
| | - Philippe E Spiess
- Departments of Radiation Oncology and Urology, Moffitt Cancer Center, Tampa, FL, USA
| | - Asif Muneer
- Male Genital Cancer Centre, Department of Urology, NIHR Biomedical Research Centre University College London Hospitals, London, UK
| | - Vijay Sangar
- Department of Urology, The Christie NHS Foundation Trust, Manchester, UK
| | - Arie Parnham
- Department of Urology, The Christie NHS Foundation Trust, Manchester, UK
| | - Benjamin Ayres
- Penile Cancer Centre, St. George's University Hospitals NHS Trust, London, UK
| | - Nick Watkin
- Penile Cancer Centre, St. George's University Hospitals NHS Trust, London, UK
| | - Oscar R Brouwer
- Department of Urology, Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Maarten Albersen
- Department of Urology, University Hospitals Leuven, Leuven, Belgium.
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Rakic I, Rakic N, Stephens A, Corsi N, Davis M, Tinsley S, Butaney M, Arora S, Sood A, Autorino R, Rogers C, Abdollah F. Assessing the impact of lymphovascular invasion on overall survival in surgically treated renal cell carcinoma patients: A nationwide cohort analysis. Urol Oncol 2023; 41:435.e1-435.e9. [PMID: 37625905 DOI: 10.1016/j.urolonc.2023.07.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 06/07/2023] [Accepted: 07/28/2023] [Indexed: 08/27/2023]
Abstract
INTRODUCTION Lymph-vascular invasion (LVI) is recognized as an adverse pathological feature in patients with renal cell carcinoma (RCC). However, its impact on overall survival (OS) is not clear and scarcely addressed in the literature. We aimed to assess the prognostic ability of LVI as a predictor of OS in RCC patients using a large, North American cohort. METHODS We included 95,783 cM0 RCC patients, diagnosed between 2010 and 2015, who underwent partial or radical nephrectomy within the National Cancer Database. Kaplan-Meier curves and log-rank tests were used to depict and compare survival curves. Cox regression analysis tested the impact of LVI on OS, after adjusting for all available confounders. RESULTS Mean age (SD) was 59 (12), and most patients had pT1 stage (72.2%). Nodal status was pN0, pN1, and pNx, in 14.5%, 2.3%, and 83.3%, respectively. Overall, 9.0% of patients had LVI. The mean (SD) follow-up of the cohort was 39 months (24). At 5 years, OS was 65% in patients with LVI vs. 86% in patients without LVI (p<.0001). When patients were stratified based on nodal stage, these rates were 64% vs. 78% in pN0 patients, 31% vs. 41% in pN1 patients, and 69% vs. 87% in pNx patients (all P < 0.001). On multivariable analysis, and in comparison to patients without LVI, those with LVI had 1.37- (P < 0.001), 1.18- (P = 0.068), and 1.53-fold (P < 0.001) greater risk of death, when also harboring pN0, pN1, and pNx disease, respectively. CONCLUSIONS Our findings are the first, to our best knowledge, to illustrate the clear detrimental impact of LVI on OS in surgically treated RCC patients. These findings might be useful in postoperative patient counseling and need to be accounted for when designing future clinical trials.
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Affiliation(s)
- Ivan Rakic
- Vattikuti Urology Institute Center for Outcomes Research, Analytics, and Evaluation (VCORE), Henry Ford Hospital, Detroit, MI; Wayne State University School of Medicine, Detroit, MI
| | - Nikola Rakic
- Department of Urology, Baylor College of Medicine, Houston, TX
| | - Alex Stephens
- Vattikuti Urology Institute Center for Outcomes Research, Analytics, and Evaluation (VCORE), Henry Ford Hospital, Detroit, MI
| | - Nicholas Corsi
- Vattikuti Urology Institute Center for Outcomes Research, Analytics, and Evaluation (VCORE), Henry Ford Hospital, Detroit, MI; Wayne State University School of Medicine, Detroit, MI
| | - Matt Davis
- Vattikuti Urology Institute Center for Outcomes Research, Analytics, and Evaluation (VCORE), Henry Ford Hospital, Detroit, MI
| | | | - Mohit Butaney
- Vattikuti Urology Institute Center for Outcomes Research, Analytics, and Evaluation (VCORE), Henry Ford Hospital, Detroit, MI; Vattikuti Urology Institute, Henry Ford Hospital, Detroit, MI
| | - Sohrab Arora
- Vattikuti Urology Institute Center for Outcomes Research, Analytics, and Evaluation (VCORE), Henry Ford Hospital, Detroit, MI; Vattikuti Urology Institute, Henry Ford Hospital, Detroit, MI
| | - Akshay Sood
- Department of Urology, University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Craig Rogers
- Vattikuti Urology Institute Center for Outcomes Research, Analytics, and Evaluation (VCORE), Henry Ford Hospital, Detroit, MI; Vattikuti Urology Institute, Henry Ford Hospital, Detroit, MI
| | - Firas Abdollah
- Vattikuti Urology Institute Center for Outcomes Research, Analytics, and Evaluation (VCORE), Henry Ford Hospital, Detroit, MI; Vattikuti Urology Institute, Henry Ford Hospital, Detroit, MI.
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28
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Praiss AM, Allison D, Tessier-Cloutier B, Flynn J, Iasonos A, Hoang L, Patrichi A, Terinte C, Pesci A, Mateoiu C, Lastra RR, Puscasiu L, Kiyokawa T, Ali-Fehmi R, Kheil M, Oliva E, Devins KM, Abu-Rustum NR, Soslow RA, Stolnicu S. Extensive versus focal lymphovascular invasion in squamous cell carcinoma of the cervix: A comprehensive international, multicenter, retrospective clinicopathologic study. Gynecol Oncol 2023; 176:147-154. [PMID: 37541128 PMCID: PMC10809424 DOI: 10.1016/j.ygyno.2023.07.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 07/17/2023] [Accepted: 07/22/2023] [Indexed: 08/06/2023]
Abstract
OBJECTIVE We evaluated clinicopathologic parameters of patients with cervical squamous cell carcinoma (SCC) who were treated with initial surgical management and assessed their relation to survival outcomes. Specifically, we evaluated the relation between extent of lymphovascular invasion (LVI) and survival outcomes. METHODS All available tumor slides from patients with initially surgically treated cervical SCC were collected from 10 institutions and retrospectively analyzed. Standard clinicopathological parameters, tumor stroma, and extent of LVI were assessed (focal: <5 spaces, extensive: ≥5 spaces). PFS and OS were evaluated using Kaplan-Meier methodology. Univariable and multivariable Cox proportional hazards models were created to determine prognostic survival-related risk factors. RESULTS A total of 670 tumor samples were included in the analysis. Median age at diagnosis was 47 years (IQR: 38-60), 457 patients (72%) had a 2018 International Federation of Gynecology and Obstetrics (FIGO) stage I tumor, and 155 tumors (28%) were flat and/or ulcerated. There were 303 nonkeratinizing tumors (51%), 237 keratinizing tumors (40%), and 356 histologic grade 2 tumors (61%). Quantifiable LVI was present in 321 cases (51%; 23% focal and 33% extensive). On multivariable analysis for PFS, extensive and focal LVI had worse outcomes compared to negative LVI (HR: 2.38 [95% CI: 1.26-4.47] and HR: 1.54 [95% CI: 0.76-3.11], respectively; P = 0.02). The difference did not reach statistical significance for OS. CONCLUSION Presence of LVI is a prognostic marker for patients with cervical SCC. Quantification (extensive vs. focal vs. negative) of LVI may be an important biomarker for oncologic outcome.
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Affiliation(s)
- Aaron M Praiss
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Douglas Allison
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Jessica Flynn
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Alexia Iasonos
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Lien Hoang
- Department of Pathology, Vancouver General Hospital, Vancouver, BC, Canada
| | - Andrei Patrichi
- Department of Pathology, University of Medicine, Pharmacy, Science and Technology "George E Palade" of Targu Mures, Targu Mures, Romania
| | | | - Anna Pesci
- Ospedale Sacro Cuore Don Calabria, Negrar, Italy
| | - Claudia Mateoiu
- Department of Pathology, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Ricardo R Lastra
- Department of Pathology, University of Chicago, Chicago, IL, USA
| | - Lucian Puscasiu
- Department of Gynecology, University of Medicine, Pharmacy, Sciences and Technology "George E Palade" of Targu Mures, Romania
| | | | - Rouba Ali-Fehmi
- Department of Pathology, Wayne State University, Detroit, MI, USA
| | - Mira Kheil
- Department of Pathology, Wayne State University, Detroit, MI, USA
| | | | | | - Nadeem R Abu-Rustum
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Obstetrics and Gynecology, Weill Cornell Medical College, New York, NY, USA
| | - Robert A Soslow
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA..
| | - Simona Stolnicu
- Department of Pathology, University of Medicine, Pharmacy, Science and Technology "George E Palade" of Targu Mures, Targu Mures, Romania
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Pandit P, Patil R, Palwe V, Gandhe S, Manek D, Patil R, Roy S, Yasam VR, Nagarkar VR, Nagarkar R. Depth of Invasion, Lymphovascular Invasion, and Perineural Invasion as Predictors of Neck Node Metastasis in Early Oral Cavity Cancers. Indian J Otolaryngol Head Neck Surg 2023; 75:1511-1516. [PMID: 37636778 PMCID: PMC10447720 DOI: 10.1007/s12070-023-03637-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 02/23/2023] [Indexed: 03/07/2023] Open
Abstract
Aims The present study examines the role of demographic and pathological features of primary tumours in predicting neck metastasis in early oral cavity cancers, which has been a matter of debate. Methods A single-centre, retrospective, institution review was conducted of all the patients presented to our centre from January 2014 to December 2021. Patient characteristics were compared between the two lymph node groups (lymph node positive and lymph node negative) and significant prognostic factors were determined. Results A total of 462 oral squamous cell carcinoma (OSCC) patients were included, 407 male and 55 female. Tobacco chewing (59.2%) was a major habit with buccal mucosa (49.5%) and tongue (44.8%) as primary sites. The majority of the patient's histology was of SCC (96.8%) with grade II (moderately differentiated, 74.5%). Univariate logistic regression analysis to predict lymph node metastasis showed pT size (< 0.001), LVI (< 0.001), and PNI (< 0.001) as significant tumor characteristics. On multivariate, pT size (OR-1.58, P - 0.0001) and LVI (OR-19.70, P - 0.0001) were reported to be statistically significant to predict lymph node metastasis. Conclusion Reporting and studying the clinico-pathological features of primary tumors can give vital information in predicting the neck node metastasis in OSCC patients.
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Affiliation(s)
- Prakash Pandit
- Department of Radiation Oncology, HCG Manavata Cancer Centre, Nashik, Maharashtra 422011 India
| | - Roshankumar Patil
- Department of Radiation Oncology, HCG Manavata Cancer Centre, Nashik, Maharashtra 422011 India
| | - Vijay Palwe
- Department of Radiation Oncology, HCG Manavata Cancer Centre, Nashik, Maharashtra 422011 India
| | - Sucheta Gandhe
- Department of Pathology, HCG Manavata Cancer Centre, Nashik, Maharashtra 422011 India
| | - Dhruti Manek
- Department of Pathology, HCG Manavata Cancer Centre, Nashik, Maharashtra 422011 India
| | - Rahul Patil
- Department of Pathology, HCG Manavata Cancer Centre, Nashik, Maharashtra 422011 India
| | - Sirshendu Roy
- Department of Surgical Oncology, HCG Manavata Cancer Centre, Nashik, Maharashtra 422011 India
| | - Venkata Ramesh Yasam
- Department of Academics, HCG Manavata Cancer Centre, Nashik, Maharashtra 422011 India
| | - Viren Raj Nagarkar
- Department of Academics, HCG Manavata Cancer Centre, Nashik, Maharashtra 422011 India
| | - Raj Nagarkar
- Department of Surgical Oncology, HCG Manavata Cancer Centre, Nashik, Maharashtra 422011 India
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Akdag G, Alan O, Dogan A, Yuksel Z, Yildirim S, Kinikoglu O, Kudu E, Surmeli H, Odabas H, Yildirim ME, Turan N. Outcomes of surveillance versus adjuvant treatment for patients with stage-I seminoma: a single-center experience. World J Urol 2023; 41:2201-2207. [PMID: 37351618 DOI: 10.1007/s00345-023-04482-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 06/04/2023] [Indexed: 06/24/2023] Open
Abstract
INTRODUCTION Testicular germ cell tumors (seminoma/non-seminoma) are the most common carcinomas in young males, comprising approximately 1% of all carcinomas. In stage-I disease, orchiectomy can cure approximately 85% of patients. Post-surgical options are adjuvant therapy and active surveillance. Our study examined the effects of management options on stage-I seminoma patients followed in our center. METHODS We evaluated the patients with stage-I testicular seminoma who underwent radical orchiectomy and followed up in the oncology center between 2001 and 2022. The outcomes of management options, survivals were retrospectively analyzed. The prognostic significance of risk factors for relapse on survival was evaluated. RESULTS Of the 140 patients with stage-I seminoma, 49 (35%) were treated with adjuvant therapy, and 91 (65%) underwent surveillance. The median follow-up duration was 37 months. During the follow-up period, nine patients in the active surveillance group and four in the adjuvant therapy group had a recurrence. There was no statistically significant difference between the two groups (p = 0.67). In the surveillance group, the univariate and multivariate analyzes identified the presence of lymphovascular invasion (p = 0.005, HR: 0.13) as significant prognostic factor for disease-free survival (DFS). In the surveillance cohort, the 5-year DFS rate was 60% for patients with lymphovascular invasion and 93% for those without. There was statistical significance between the two groups (p = 0.003). CONCLUSION Our study shows that adjuvant therapy does not significantly improve DFS compared to surveillance in patients. In addition, it has been shown that lymphovascular invasion is an important prognostic indicator for DFS in determining the treatment strategy.
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Affiliation(s)
- Goncagul Akdag
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Cevizli, D-100 Güney Yanyol, Cevizli Mevkii No: 47, Kartal, 34865, Istanbul, Turkey.
| | - Ozkan Alan
- Division of Medical Oncology, School of Medicine, Koç University, Istanbul, Turkey
| | - Akif Dogan
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Cevizli, D-100 Güney Yanyol, Cevizli Mevkii No: 47, Kartal, 34865, Istanbul, Turkey
| | - Zeynep Yuksel
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Cevizli, D-100 Güney Yanyol, Cevizli Mevkii No: 47, Kartal, 34865, Istanbul, Turkey
| | - Sedat Yildirim
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Cevizli, D-100 Güney Yanyol, Cevizli Mevkii No: 47, Kartal, 34865, Istanbul, Turkey
| | - Oguzcan Kinikoglu
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Cevizli, D-100 Güney Yanyol, Cevizli Mevkii No: 47, Kartal, 34865, Istanbul, Turkey
| | - Emre Kudu
- Department of Emergency Medicine, Marmara University Pendik Training and Research Hospital, Istanbul, Turkey
| | - Heves Surmeli
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Cevizli, D-100 Güney Yanyol, Cevizli Mevkii No: 47, Kartal, 34865, Istanbul, Turkey
| | - Hatice Odabas
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Cevizli, D-100 Güney Yanyol, Cevizli Mevkii No: 47, Kartal, 34865, Istanbul, Turkey
| | - Mahmut Emre Yildirim
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Cevizli, D-100 Güney Yanyol, Cevizli Mevkii No: 47, Kartal, 34865, Istanbul, Turkey
| | - Nedim Turan
- Department of Medical Oncology, Kartal Dr. Lütfi Kirdar City Hospital, Health Science University, Cevizli, D-100 Güney Yanyol, Cevizli Mevkii No: 47, Kartal, 34865, Istanbul, Turkey
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Anderson EM, Luu M, Chung EM, Gay C, Mallen-St Clair J, Ho AS, Zumsteg ZS. Re-examining predictors of pathologic lymph node positivity in clinically node negative oral cavity cancer. Oral Oncol 2023; 144:106490. [PMID: 37413770 DOI: 10.1016/j.oraloncology.2023.106490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 06/29/2023] [Indexed: 07/08/2023]
Abstract
BACKGROUND Elective lymph node dissection (ELND) is performed for many early-stage oral cavity squamous cell carcinomas (OCSCC) with clinically negative necks (cN0), often guided by depth of invasion (DOI). However, DOI is less validated in non-tongue OC sites, and often correlates with other adverse features. We sought to evaluate the utility of DOI versus other factors for independently predicting pathologic lymph node positivity (pN+) in patients with cN0 OCSCC. METHODS Patients with cN0 OCSCC diagnosed from 2010 to 2015 undergoing primary surgery were identified in the National Cancer Data Base. RESULTS 5060 cN0 OCSCC patients met inclusion criteria. The presence of lymphovascular invasion (LVI) was the strongest independent predictor of pN+ (odds ratio [OR] = 4.27, 95% confidence interval [CI] 3.36-5.42, P < 0.001). High histologic grade also strongly predicted pN+ (OR 3.33, 95% CI 2.20-4.60, P < 0.001). DOI had no association with the likelihood of pN+ among all OCSCC patients, but was predictive among patients within the oral tongue subset (OR 2.01, 95% CI 1.08-3.73, P = 0.03 for DOI > 20 mm vs. DOI: 2.0-3.99 mm). CONCLUSION LVI and grade are the strongest independent predictors of pN+ in cN0 OCSCC. Contrary to prior studies, DOI was not found to be a predictor of pN+ among patients with cN0 OCSCC. However, DOI was a predictor of pN+ or the oral tongue subset, albeit still less strongly than LVI or grade. These findings could potentially be used to better identify a subset of cN0 OCSCC patients who could be considered for omission of ELND in future studies.
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Affiliation(s)
- Eric M Anderson
- Banner MD Anderson Cancer Center, Loveland, CO, United States
| | - Michael Luu
- Department of Biostatistics and Bioinformatics, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Eric M Chung
- Department of Radiation Oncology, Cedars-Sinai Medical Center, Los Angeles, CA, United States; Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Christopher Gay
- Department of Radiation Oncology, University of Arizona, Tucson, AZ, United States
| | - Jon Mallen-St Clair
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, United States; Department of Surgery, Division of Otolaryngology-Head and Neck Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Allen S Ho
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, United States; Department of Surgery, Division of Otolaryngology-Head and Neck Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Zachary S Zumsteg
- Department of Radiation Oncology, Cedars-Sinai Medical Center, Los Angeles, CA, United States; Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, United States.
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Smits LJH, van Lieshout AS, Bosker RJI, Crobach S, de Graaf EJR, Hage M, Laclé MM, Moll FCP, Moons LMG, Peeters KCMJ, van Westreenen HL, van Grieken NCT, Tuynman JB. Clinical consequences of diagnostic variability in the histopathological evaluation of early rectal cancer. Eur J Surg Oncol 2023; 49:1291-1297. [PMID: 36841695 DOI: 10.1016/j.ejso.2023.02.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Accepted: 02/14/2023] [Indexed: 02/19/2023]
Abstract
INTRODUCTION In early rectal cancer, organ sparing treatment strategies such as local excision have gained popularity. The necessity of radical surgery is based on the histopathological evaluation of the local excision specimen. This study aimed to describe diagnostic variability between pathologists, and its impact on treatment allocation in patients with locally excised early rectal cancer. MATERIALS AND METHODS Patients with locally excised pT1-2 rectal cancer were included in this prospective cohort study. Both quantitative measures and histopathological risk factors (i.e. poor differentiation, deep submucosal invasion, and lymphatic- or venous invasion) were evaluated. Interobserver variability was reported by both percentages and Fleiss' Kappa- (ĸ) or intra-class correlation coefficients. RESULTS A total of 126 patients were included. Ninety-four percent of the original histopathological reports contained all required parameters. In 73 of the 126 (57.9%) patients, at least one discordant parameter was observed, which regarded histopathological risk factors for lymph node metastases in 36 patients (28.6%). Interobserver agreement among different variables varied between 74% and 95% or ĸ 0.530-0.962. The assessment of lymphovascular invasion showed discordances in 26% (ĸ = 0.530, 95% CI 0.375-0.684) of the cases. In fourteen (11%) patients, discordances led to a change in treatment strategy. CONCLUSION This study demonstrated that there is substantial interobserver variability between pathologists, especially in the assessment of lymphovascular invasion. Pathologists play a key role in treatment allocation after local excision of early rectal cancer, therefore interobserver variability needs to be reduced to decrease the number of patients that are over- or undertreated.
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Affiliation(s)
- Lisanne J H Smits
- Department of Surgery, Amsterdam UMC, Vrije Universiteit Amsterdam, Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Annabel S van Lieshout
- Department of Surgery, Amsterdam UMC, Vrije Universiteit Amsterdam, Cancer Center Amsterdam, Amsterdam, the Netherlands
| | | | - Stijn Crobach
- Department of Pathology, Leiden University Medical Center, Leiden, the Netherlands
| | - Eelco J R de Graaf
- Department of Surgery, IJsselland Hospital, Cappelle aan de IJssel, the Netherlands
| | - Mariska Hage
- Department of Pathology, Deventer Hospital, Deventer, the Netherlands
| | - Miangela M Laclé
- Department of Pathology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Freek C P Moll
- Department of Pathology, Isala Clinics, Zwolle, the Netherlands
| | - Leon M G Moons
- Department of Gastroenterology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Koen C M J Peeters
- Department of Surgery, Leiden University Medical Center, Leiden, the Netherlands
| | | | - Nicole C T van Grieken
- Department of Pathology, Amsterdam UMC, Vrije Universiteit Amsterdam, Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Jurriaan B Tuynman
- Department of Surgery, Amsterdam UMC, Vrije Universiteit Amsterdam, Cancer Center Amsterdam, Amsterdam, the Netherlands.
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Li J, Yan LL, Zhang HK, Wang Y, Xu SN, Chen XJ, Qu JR. Application of intravoxel incoherent motion diffusion-weighted imaging for preoperative knowledge of lymphovascular invasion in gastric cancer: a prospective study. Abdom Radiol (NY) 2023; 48:2207-2218. [PMID: 37085731 DOI: 10.1007/s00261-023-03920-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 04/09/2023] [Accepted: 04/11/2023] [Indexed: 04/23/2023]
Abstract
PURPOSE To investigate the potential of intravoxel incoherent motion diffusion-weighted imaging (IVIM) for preoperative prediction of lymphovascular invasion (LVI) in gastric cancer (GC). METHODS This study prospectively enrolled 90 patients (62 males, 28 females, 60.79 ± 9.99 years old) who received radical gastrostomy. Abdominal MRI examinations including IVIM were performed within 1 week before surgery. Patients were divided into LVI-positive and -negative group according to pathological diagnosis after surgery. The apparent diffusion coefficient (ADC) and IVIM parameters, including true diffusion coefficient (D), pseudodiffusion coefficient (D*), and pseudodiffusion fraction (f), were compared between the two groups. The relationship between MRI parameters and LVI was studied by Spearman's correlation analysis. Multivariable logistic regression analysis was used to screen independent predictors of LVI. Receiver-operating characteristic curve analyses were applied to evaluate the efficacy. RESULTS The ADC, D in LVI-positive group were lower, whereas tumor thickness and f parameter in LVI-positive group were higher than those in LVI-negative group, and they were statistically correlated with LVI (p < 0.05). D, f and tumor thickness were independent risk factors of LVI. The area under the curve of ADC, D, f, thickness, and the combined parameter (D + f + thickness) were 0.667, 0.754, 0.695, 0.792, and 0.876, respectively. The combined parameter demonstrated higher efficacy than any other parameters (p < 0.05). CONCLUSION The ADC, D, and f can effectively distinguish LVI status of GC. The D, f and thickness were independent predictors. The combination of the three predictors further improved the efficacy.
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Affiliation(s)
- Jing Li
- Department of Radiology, The Affiliated Cancer Hospital of Zhengzhou University (Henan Cancer Hospital), No. 127, Dongming Road, Zhengzhou, 450008, Henan, China
| | - Liang-Liang Yan
- Department of Radiology, The Affiliated Cancer Hospital of Zhengzhou University (Henan Cancer Hospital), No. 127, Dongming Road, Zhengzhou, 450008, Henan, China
| | - Hong-Kai Zhang
- Department of Radiology, The Affiliated Cancer Hospital of Zhengzhou University (Henan Cancer Hospital), No. 127, Dongming Road, Zhengzhou, 450008, Henan, China
| | - Yi Wang
- Department of Pathology, The Affiliated Cancer Hospital of Zhengzhou University (Henan Cancer Hospital), No.127, Dongming Road, Zhengzhou, 450008, Henan, China
| | - Shu-Ning Xu
- Department of Digestive Oncology, The Affiliated Cancer Hospital of Zhengzhou University (Henan Cancer Hospital), No.127, Dongming Road, Zhengzhou, 450008, Henan, China
| | - Xue-Jun Chen
- Department of Radiology, The Affiliated Cancer Hospital of Zhengzhou University (Henan Cancer Hospital), No. 127, Dongming Road, Zhengzhou, 450008, Henan, China
| | - Jin-Rong Qu
- Department of Radiology, The Affiliated Cancer Hospital of Zhengzhou University (Henan Cancer Hospital), No. 127, Dongming Road, Zhengzhou, 450008, Henan, China.
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Lazarides AL, Abar B, Leckey B, Martin JT, Kliassov EG, Brigman BE, Eward WC, Cardona DM, Visgauss JD. Tumor necrosis is an underappreciated histopathologic factor in the grading of chondrosarcoma. BMC Cancer 2023; 23:579. [PMID: 37353743 DOI: 10.1186/s12885-023-11022-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2022] [Accepted: 05/29/2023] [Indexed: 06/25/2023] Open
Abstract
BACKGROUND Cartilaginous neoplasms can be challenging to grade; there is a need to create an evidence-based rubric for grading. The goal of this study was to identify histopathologic features of chondrosarcoma that were associated with 5-year survival and to compare these to traditional patient, tumor and treatment variables. METHODS This was a retrospective review of all patients undergoing surgical resection of a primary chondrosarcoma with at least 2 years of follow up. All specimens were independently reviewed by two pathologists and histopathologic features scored. Univariate and multivariate analyses were performed utilizing Kaplan Meier and proportional hazards methods to identify variables associated with 5-year disease specific survival (DSS) and disease free survival (DFS). RESULTS We identified 51 patients with an average follow up of 49 months eligible for inclusion. 30% of tumors were low grade, 45% were intermediate grade, and 25% were high grade. In a univariate analysis considering histopathologic factors, higher tumor mitotic rate (HR 8.9, p < 0.001), tumor dedifferentiation (HR 7.3, p < 0.001), increased tumor cellularity (HR 5.8, p = 0.001), increased tumor atypia (HR 5.8, p = 0.001), LVI (HR 4.7, p = 0.04) and higher tumor necrosis (HR 3.7, p = 0.02) were all associated with worse 5-year DSS. In a multivariate analysis controlling for potentially confounding variables, higher tumor necrosis was significantly associated with disease specific survival survival (HR 3.58, p = 0.035); none of the factors were associated with DFS. CONCLUSIONS This study provides an evidence-based means for considering histopathologic markers and their association with prognosis in chondrosarcoma. Our findings suggest that necrosis and LVI warrant further study.
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Affiliation(s)
- Alexander L Lazarides
- Department of Sarcoma, Moffitt Cancer Center, CSB 6th Floor, 12902 USF Magnolia Drive, Tampa, FL, 33612, USA.
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA.
| | - Bijan Abar
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - Bruce Leckey
- Forefront Dermatology, Manitowoc, WI, USA
- Department of Pathology, Duke University Medical Center, Durham, NC, USA
| | - John T Martin
- Department of Orthopaedic Surgery, Rush University Medical Center, Chicago, IL, USA
| | - Evelyna G Kliassov
- Department of Pathology, Duke University Medical Center, Durham, NC, USA
| | - Brian E Brigman
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - William C Eward
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
| | - Diana M Cardona
- Department of Pathology, Duke University Medical Center, Durham, NC, USA
| | - Julia D Visgauss
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, NC, USA
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Miratashi Yazdi SA, Nazar E. Evaluation of Lymphovascular Invasion by CD31 Expression in Gastric Adenocarcinoma. Iran J Pathol 2023; 18:140-146. [PMID: 37600573 PMCID: PMC10439755 DOI: 10.30699/ijp.2023.562466.2977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 01/12/2023] [Indexed: 08/22/2023]
Abstract
Background & Objective Lymphovascular tumoral invasion is a typical histopathological feature of gastric carcinomas and supports the recognition of high-risk patients for the recurrence. We aimed to study CD31 expression in diverse subtypes of gastric carcinomas and to show its association with the histopathologic findings of the carcinoma to assess the prognosis. Methods This cross-sectional study was conducted on 40 established patients with gastric adenocarcinoma from radical gastrectomy. The patients were classified according to the pathology assessments. Tumoral tissues were assessed by immunohistochemical staining for CD31 expression. Malignant behavior was estimated by histopathological evaluations. Results CD31 positivity was described in 23 (57.5%) of all evaluated patients. In assessment of CD31 expression and tumor features presented, no significant association between the CD31 expression and patients' age, sex, tumor site, size, grade and stage, subtypes of carcinoma, perineural invasion, and also lymphovascular invasion was found. (P>0.05). Conclusion Lymphovascular invasion may make valuable additional evidence and may be useful to detect gastric carcinoma patients at high risk for recurrence, who could be candidates for more supplementary therapies. However, in our study, CD31 expression did not show any association with the aggressive histopathologic features of this tumor.
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Affiliation(s)
| | - Elham Nazar
- Department of Pathology, Sina Hospital, Tehran University of Medical Sciences, Tehran, Iran
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Benavent MP, Viñuela ER, Nagore E, Monteagudo C, Aguerralde M, Cano DM, Llombart B, Guillén CS, Canales IP, Requena C, Sanmartín O. [[Translated article]] Lymphovascular Invasion and High Mitotic Count Are Associated With Increased Risk of Recurrence in Pleomorphic Dermal Sarcoma. Actas Dermosifiliogr 2023:S0001-7310(23)00479-9. [PMID: 37302481 DOI: 10.1016/j.ad.2023.06.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 04/02/2023] [Indexed: 06/13/2023] Open
Abstract
BACKGROUND AND OBJECTIVE Atypical fibroxanthoma and pleomorphic dermal sarcoma (PDS) are rare mesenchymal tumors. Due to the low incidence of PDS and a historically confusing nomenclature, little is known about the true aggressiveness of this tumor. The aim of this study was to investigate clinical and histologic risk factors for recurrence in PDS. MATERIAL AND METHODS Retrospective, observational, bicentric study of 31 PDSs diagnosed and treated at Hospital Clínico Universitario de Valencia and Instituto Valenciano de Oncología in Valencia, Spain, between 2005 and 2020. We described the clinical and histologic features of these tumors and performed univariate analysis and multivariate Cox regression analysis. RESULTS In the univariate analysis, tumor recurrence (P < .001), necrosis (P = .020), lymphovascular invasion (P = .037), perineural invasion (P = .041), and mitotic count (< 18 vs ≥ 18 mitoses per 10 high-power fields) (P = .093) were associated with worse disease-free survival. In the multivariate Cox regression analysis, mitotic count and lymphovascular invasion retained their significance as predictors of worse disease-free survival (P < .05). CONCLUSIONS PDS is an aggressive tumor in which a high mitotic count (≥ 18) and lymphovascular invasion are associated with a higher risk of recurrence and worse disease-free survival. Necrosis and perineural invasion are also probably linked to increased tumor aggressiveness.
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Affiliation(s)
- M Pons Benavent
- Servicio de Dermatología, Hospital Virgen de Los Lírios, Alcoy (Alicante), España
| | - E Ríos Viñuela
- Servicio de Dermatología, Hospital Universitario Fundación Jiménez Díaz, Madrid, España.
| | - E Nagore
- Servicio de Dermatología, Fundación Instituto Valenciano de Oncología, Valencia, España
| | - C Monteagudo
- Servicio de Anatomía Patológica, Hospital Clínico Universitario, Valencia, España
| | - M Aguerralde
- Servicio de Dermatología, Fundación Instituto Valenciano de Oncología, Valencia, España
| | - D Mata Cano
- Servicio de Anatomía Patológica, Hospital de Tortosa Verge de la Cinta, Tortosa (Tarragona), España
| | - B Llombart
- Servicio de Dermatología, Fundación Instituto Valenciano de Oncología, Valencia, España
| | - C Serra Guillén
- Servicio de Dermatología, Fundación Instituto Valenciano de Oncología, Valencia, España
| | - I Pinazo Canales
- Servicio de Dermatología, Hospital Clínico Universitario, Valencia, España
| | - C Requena
- Servicio de Dermatología, Fundación Instituto Valenciano de Oncología, Valencia, España
| | - O Sanmartín
- Servicio de Dermatología, Fundación Instituto Valenciano de Oncología, Valencia, España
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Suresh GM, Yeshwanth R, Arjunan R, Ramachandra C, Altaf S. Who Needs Level III Lymph Node Dissection in Carcinoma Breast-Study from a Tertiary Care Center. Indian J Surg Oncol 2023; 14:324-330. [PMID: 37324309 PMCID: PMC10267033 DOI: 10.1007/s13193-020-01243-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2019] [Accepted: 09/24/2020] [Indexed: 10/23/2022] Open
Abstract
In Indian females, breast cancer is the most common cancer with a late stage of presentation leading to one-third of patients undergoing modified radical mastectomy (MRM). Our study is undertaken to find out predictors of level III axillary lymph node metastasis in breast cancer and who needs complete axillary lymph node dissection (ALND). Retrospective study of 146 patients who undergone MRM or breast-conserving surgery (BCS) with complete ALND at Kidwai Memorial Institute of Oncology was done, and data was analyzed to find out the frequency of level III lymph nodes and the demographic relation and its relation to positive lymph nodes in level I + II. Positive metastatic level III lymph node was found in 6% of patients, with the median age of the patient in our study with level III positivity was 48.5 years with 63% pathological stage II with 88% perinodal spread (PNS)- and lymphovascular invasion (LVI)-positive. Involvement of level III lymph node was associated with gross disease in level I + II lymph node having more than four lymph node-positive and with pT3 stage or more which has higher chances of level III lymph node involvement. Level III lymph node involvement, though rare in early-stage breast cancer, is associated with larger clinical and pathological sizes (T3 or more), more than 4 lymph node-positive in level I + II and with PNS and LVI. Hence, based on these results, we recommend that for inpatient with more than 5-cm tumor size and those with the gross disease in axilla, complete ALND is recommended.
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Affiliation(s)
- Girish Mysore Suresh
- Department of surgical oncology, Kidwai Memorial Institute of Oncology (KMIO), Dr. MH Mariagowda road, Near Bangalore Dairy, Bengaluru, Karnataka 560029 India
| | - R. Yeshwanth
- Department of surgical oncology, Kidwai Memorial Institute of Oncology (KMIO), Dr. MH Mariagowda road, Near Bangalore Dairy, Bengaluru, Karnataka 560029 India
| | - Ravi Arjunan
- Department of surgical oncology, Kidwai Memorial Institute of Oncology (KMIO), Dr. MH Mariagowda road, Near Bangalore Dairy, Bengaluru, Karnataka 560029 India
| | - C. Ramachandra
- Department of surgical oncology, Kidwai Memorial Institute of Oncology (KMIO), Dr. MH Mariagowda road, Near Bangalore Dairy, Bengaluru, Karnataka 560029 India
| | - Syed Altaf
- Department of surgical oncology, Kidwai Memorial Institute of Oncology (KMIO), Dr. MH Mariagowda road, Near Bangalore Dairy, Bengaluru, Karnataka 560029 India
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Liu L, Lin H, Shen G, Liu Y, Qin X, Yuan Y, Wang B, Xue L. Prognostic significance of lymphovascular invasion in patients with pT1b esophageal squamous cell carcinoma. BMC Cancer 2023; 23:370. [PMID: 37087442 PMCID: PMC10122816 DOI: 10.1186/s12885-023-10858-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 04/18/2023] [Indexed: 04/24/2023] Open
Abstract
BACKGROUND Lymphovascular invasion (LVI) is a crucial predictor of lymph node metastasis (LNM). However, few studies have investigated the LVI positivity rate and its clinical significance in pT1b esophageal squamous cell carcinoma (ESCC) using immunohistochemistry and elastin staining. METHODS We collected data from158 patients with pT1b ESCC who had undergone radical esophagectomy. All paraffin blocks of invasive carcinoma from each patient were subjected to HE staining, elastin staining + CK (AE1/AE3) immunohistochemistry (E&IHC), and CD31/D2-40 + CK (AE1/AE3) double immunohistochemistry (D-IHC). The LVI was classified into types, i.e., vascular invasion (VI) and lymphatic vessel invasion (LI), and its location, quantity, and clinical significance were explored. RESULTS The positivity rates of VI by E&IHC (E-VI), VI by CD31D-IHC (CD31-VI), and LI by D2-40 D-IHC (D2-40-LI) were significantly higher than those obtained by HE staining (P < 0.001, respectively). CD31-VI and E-VI were independent adverse prognostic factors for recurrence-free survival (RFS), and they were significantly associated with poor distant metastasis-free survival and overall survival in pT1b ESCC. Intratumoral LVI was also crucial in pT1b ESCC, and L2 (the count of D2-40-LI was 5 or more) was the strongest predictor for LNM and RFS in pT1b ESCC. CONCLUSION E&IHC and D-IHC can dramatically improve the detection rate of LVI in pT1b ESCC, and the classification and grading of LVI can help to improve the prediction of LNM and prognosis.
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Affiliation(s)
- Linxiu Liu
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Hua Lin
- Department of Medical Record, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Guihua Shen
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yong Liu
- Department of Endoscopy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiumin Qin
- Department of Endoscopy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yanling Yuan
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Bingzhi Wang
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Liyan Xue
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
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Pons Benavent M, Ríos-Viñuela E, Nagore E, Monteagudo C, Aguerralde M, Mata Cano D, Llombart B, Serra-Guillén C, Pinazo Canales I, Requena C, Sanmartín O. Lymphovascular Invasion and High Mitotic Count Are Associated With Increased Risk of Recurrence in Pleomorphic Dermal Sarcoma. Actas Dermosifiliogr 2023:S0001-7310(23)00301-0. [PMID: 37088288 DOI: 10.1016/j.ad.2023.04.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 03/22/2023] [Accepted: 04/02/2023] [Indexed: 04/25/2023] Open
Abstract
BACKGROUND AND OBJECTIVE Atypical fibroxanthoma and pleomorphic dermal sarcoma (PDS) are rare mesenchymal tumors. Due to the low incidence of PDS and a historically confusing nomenclature, little is known about the true aggressiveness of this tumor. The aim of this study was to investigate clinical and histologic risk factors for recurrence in PDS. MATERIAL AND METHODS Retrospective, observational, bicentric study of 31 PDSs diagnosed and treated at Hospital Clínico Universitario de Valencia and Instituto Valenciano de Oncología in Valencia, Spain, between 2005 and 2020. We described the clinical and histologic features of these tumors and performed univariate analysis and multivariate Cox regression analysis. RESULTS In the univariate analysis, tumor recurrence (P < .001), necrosis (P = .020), lymphovascular invasion (P = .037), perineural invasion (P = .041), and mitotic count (< 18 vs ≥ 18 mitoses per 10 high-power fields) (P = .093) were associated with worse disease-free survival. In the multivariate Cox regression analysis, mitotic count and lymphovascular invasion retained their significance as predictors of worse disease-free survival (P < .05). CONCLUSIONS PDS is an aggressive tumor in which a high mitotic count (≥ 18) and lymphovascular invasion are associated with a higher risk of recurrence and worse disease-free survival. Necrosis and perineural invasion are also probably linked to increased tumor aggressiveness.
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Affiliation(s)
- M Pons Benavent
- Servicio de Dermatología, Hospital Virgen de Los Lírios, Alcoy (Alicante), España
| | - E Ríos-Viñuela
- Servicio de Dermatología, Hospital Universitario Fundación Jiménez Díaz, Madrid, España.
| | - E Nagore
- Servicio de Dermatología, Fundación Instituto Valenciano de Oncología, Valencia, España
| | - C Monteagudo
- Servicio de Anatomía Patológica, Hospital Clínico Universitario, Valencia, España
| | - M Aguerralde
- Servicio de Dermatología, Fundación Instituto Valenciano de Oncología, Valencia, España
| | - D Mata Cano
- Servicio de Anatomía Patológica, Hospital de Tortosa Verge de la Cinta, Tortosa (Tarragona), España
| | - B Llombart
- Servicio de Dermatología, Fundación Instituto Valenciano de Oncología, Valencia, España
| | - C Serra-Guillén
- Servicio de Dermatología, Fundación Instituto Valenciano de Oncología, Valencia, España
| | - I Pinazo Canales
- Servicio de Dermatología, Hospital Clínico Universitario, Valencia, España
| | - C Requena
- Servicio de Dermatología, Fundación Instituto Valenciano de Oncología, Valencia, España
| | - O Sanmartín
- Servicio de Dermatología, Fundación Instituto Valenciano de Oncología, Valencia, España
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Abstract
OPINION STATEMENT Inflammatory breast cancer (IBC) is a rare but aggressive subtype of breast cancer that has a propensity for locoregional recurrence and distant metastasis and is associated with a disproportionately high percentage of breast cancer deaths. IBC is not resectable at initial diagnosis and trimodality therapy is considered the standard treatment for IBC. This includes systemic therapy upfront, followed by modified radical mastectomy and comprehensive chest wall and regional node radiation. Despite this aggressive multi-modal treatment strategy, the prognosis remains worse in IBC when compared with non-inflammatory locally advanced breast cancers. For patients presenting with de novo stage IV IBC, treatment recommendations vary depending on tumor burden, cancer subtype, and presence of comorbidities. Efforts to improve outcomes in IBC are currently underway; however, progress has been affected by the low incidence of disease and limited number of dedicated studies in this population. Improvements in systemic therapies in breast cancer in general are likely to lead to improvements in IBC as well. More dedicated trials are needed to identify additional treatment strategies that may help to improve prognosis for these patients. Additionally, better frameworks for diagnosis, risk stratification based upon factors such as molecular subtype and response to neoadjuvant therapy, will be important to make further progress in IBC.
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Affiliation(s)
- Alexandra B Newman
- Department of Medicine, Brigham and Women's Hospital, 75 Francis Street, Boston, MA, 02115, USA
- Harvard Medical School, Boston, MA, USA
| | - Filipa Lynce
- Harvard Medical School, Boston, MA, USA.
- Medical Oncology, Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA.
- Breast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, MA, USA.
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Oguma J, Ishiyama K, Kurita D, Kanematsu K, Kubo K, Utsunomiya D, Yamamoto S, Honma Y, Kato K, Daiko H. Significance of lymphovascular invasion in esophageal squamous cell carcinoma undergoing neoadjuvant chemotherapy followed by esophagectomy. Esophagus 2023; 20:215-224. [PMID: 36565340 DOI: 10.1007/s10388-022-00973-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 11/28/2022] [Indexed: 12/25/2022]
Abstract
BACKGROUND Lymphovascular invasion (LVI) was previously reported to be an independent factor associated with survival in locally advanced esophageal squamous cell carcinoma (LAESCC) patients receiving neoadjuvant chemotherapy (NAC); however, the detailed clinicopathological significance of LVI remains unclear. This study evaluated the prognostic impact of LVI in patients with LAESCC after NAC with cisplatin and 5-fluorouracil (CF) or docetaxel, cisplatin and 5-fluorouracil (DCF) followed by surgery and in LAESCC patients with recurrence after NAC and surgery. METHODS 438 patients with thoracic LAESCC who had undergone NAC followed by an esophagectomy with three-field lymphadenectomy were assessed using a propensity score matched analysis, and their long-term outcomes were retrospectively reviewed. RESULTS In matched cohort, a multivariate analysis of relapse-free survival (RFS) in the NAC-CF group suggested that ypN (≥ 1, HR = 3.715, p = 0.004) and LVI (positive, HR = 3.366, p = 0.012) were independent factors associated with RFS; in the NAC-DCF group, ypN (≥ 1, HR = 4.829, p < 0.001) was the only independent factor associated with RFS. Comparisons of overall survival (OS) between the ypN + /LVI + group and other groups among patients with recurrence in each NAC regimen showed significant differences in both of NAC groups (p < 0.001, respectively). The ypN + /LVI + group had a significantly poor OS in both an oligometastatic recurrence (OMR) group (p < 0.001) and a non-OMR group (p < 0.001). CONCLUSIONS The present study suggested that the independent factor associated with prognosis of patients with LAESCC after NAC and surgery may differ according to the NAC regimen, and the presence of both ypN and LVI was a prognostic factor for patients with recurrence, including those with OMR. These results might be helpful when deciding on an additional treatment strategy for LAESCC patients.
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Affiliation(s)
- Junya Oguma
- Esophageal Surgery Division, National Cancer Center Hospital, 5-1-1 Tsukiji Chuo-ku, Tokyo, 104-0045, Japan
| | - Koshiro Ishiyama
- Esophageal Surgery Division, National Cancer Center Hospital, 5-1-1 Tsukiji Chuo-ku, Tokyo, 104-0045, Japan
| | - Daisuke Kurita
- Esophageal Surgery Division, National Cancer Center Hospital, 5-1-1 Tsukiji Chuo-ku, Tokyo, 104-0045, Japan
| | - Kyohei Kanematsu
- Esophageal Surgery Division, National Cancer Center Hospital, 5-1-1 Tsukiji Chuo-ku, Tokyo, 104-0045, Japan
| | - Kentaro Kubo
- Esophageal Surgery Division, National Cancer Center Hospital, 5-1-1 Tsukiji Chuo-ku, Tokyo, 104-0045, Japan
| | - Daichi Utsunomiya
- Esophageal Surgery Division, National Cancer Center Hospital, 5-1-1 Tsukiji Chuo-ku, Tokyo, 104-0045, Japan
| | - Shun Yamamoto
- Department Head and Neck, Esophageal Medical Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Yoshitaka Honma
- Department Head and Neck, Esophageal Medical Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Ken Kato
- Department Head and Neck, Esophageal Medical Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Hiroyuki Daiko
- Esophageal Surgery Division, National Cancer Center Hospital, 5-1-1 Tsukiji Chuo-ku, Tokyo, 104-0045, Japan.
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Zenger S, Gurbuz B, Can U, Erginoz E, Ozata IH, Yilmaz SP, Taskin OC, Peker O, Adsay V, Balik E, Bugra D. Is there no need to discuss adjuvant chemotherapy in stage II colon cancer patients with high tumor budding and lymphovascular invasion? Langenbecks Arch Surg 2023; 408:127. [PMID: 36973561 DOI: 10.1007/s00423-023-02864-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 03/13/2023] [Indexed: 03/29/2023]
Abstract
PURPOSE The aim of this study is to evaluate the clinicopathologic associations of tumor budding (Bd) as well as other potential prognosticators including lymphovascular invasion (LVI) in T3/4aN0 colon cancer patients and to investigate their impact on the outcome. METHODS The patients were enrolled in three groups according to the number of budding as Bd1 (0-4 buds), Bd2 (5-9 buds), and Bd3 (> 10 buds). These groups were retrospectively compared in terms of demographic features, other tumor characteristics, operative outcomes, recurrences, and survival. The mean follow-up time was 58 ± 22 months. RESULTS A total of 194 patients were divided as follows: 97 in Bd1, 41 in Bd2, and 56 in Bd3 groups. The Bd3 group was associated with significantly higher LVI and larger tumor size. The rate of recurrence increased progressively from 5.2% in Bd1 to 9.8% in Bd2 and to 17.9% in Bd3 group (p = 0.03). More importantly, the 5-year overall survival (OS: Bd1 = 92.3% vs. Bd2 = 88% vs. Bd3 = 69.5%, p = 0.03) and disease-free survival (DFS: Bd1 = 87.9% vs. Bd2 = 75.3% vs. Bd3 = 66%, p = 0.02) were significantly worse in Bd3 group. In addition, in the subgroup of patients with the presence of Bd3 and LVI together, the 5-year OS (60% vs. 92%, p = 0.001) and DFS (56.1% vs. 85.4%, p = 0.001) were significantly worse. In multivariate analysis, Bd3+LVI was significantly associated with poor OS and DFS (p < 0.001). CONCLUSION In patients with T3/4aN0 colon cancer, high tumor budding negatively affects long-term oncological outcomes. These findings strongly suggest that adjuvant chemotherapy be considered for the patients with Bd3 and LVI together.
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Affiliation(s)
- Serkan Zenger
- Department of General Surgery, VKF American Hospital, Istanbul, Turkey.
| | - Bulent Gurbuz
- Department of General Surgery, VKF American Hospital, Istanbul, Turkey
| | - Ugur Can
- Department of General Surgery, VKF American Hospital, Istanbul, Turkey
| | - Ergin Erginoz
- Department of General Surgery, Istanbul University, Cerrahpasa School of Medicine, Istanbul, Turkey
| | - Ibrahim Halil Ozata
- Department of General Surgery, Koç University, School of Medicine, Istanbul, Turkey
| | | | - Orhun Cıg Taskin
- Department of Pathology, Koç University, School of Medicine, Istanbul, Turkey
| | - Onder Peker
- Department of Pathology, VKF American Hospital, Istanbul, Turkey
| | - Volkan Adsay
- Department of Pathology, Koç University, School of Medicine, Istanbul, Turkey
| | - Emre Balik
- Department of General Surgery, Koç University, School of Medicine, Istanbul, Turkey
| | - Dursun Bugra
- Department of General Surgery, VKF American Hospital, Istanbul, Turkey
- Department of General Surgery, Koç University, School of Medicine, Istanbul, Turkey
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Jhuang YH, Chou YC, Lin YC, Hu JM, Pu TW, Chen CY. Risk factors predict microscopic extranodal tumor deposits in advanced stage III colon cancer patients. World J Gastroenterol 2023; 29:1735-1744. [PMID: 37077516 PMCID: PMC10107215 DOI: 10.3748/wjg.v29.i11.1735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Revised: 01/02/2023] [Accepted: 03/06/2023] [Indexed: 03/17/2023] Open
Abstract
BACKGROUND Colorectal cancer is a frequent cause of cancer-related mortality in patients with lymph node or distant metastases. Pericolonic tumor deposits (TDs) are considered prognostically distinct from lymph node metastases.
AIM To investigate risk factors for extranodal TDs in stage III colon cancer.
METHODS This was a retrospective cohort study. We selected 155 individuals diagnosed with stage III colon cancer from the database of the Cancer Registry of the Tri-Service General Hospital. The patients were allocated into the groups with/without N1c. Multivariate Cox regression analysis and Kaplan-Meier method were done. The primary outcomes investigate the association between the covariates and extranodal TDs, and prognostic significance of the covariates regarding the survival.
RESULTS There were 136 individuals in the non-N1c group and 19 individuals in the N1c group. Patients with lymphovascular invasion (LVI) had a higher risk of TDs. Overall survival rates of patients with and without LVI were 6.64 years and 8.61 years, respectively (P = 0.027). The N1c patients without LVI had higher overall survival than those who with LVI (7.73 years vs 4.42 years, P = 0.010).
CONCLUSION Patients having stage III colon cancer with LVI have a higher probability of having TDs than those with stage III colon cancer without LVI. Stage III colon cancer patients with TDs and LVI could have poor prognosis and outcome.
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Affiliation(s)
- Yi-Han Jhuang
- Division of Cardiovascular Surgery, Tri-Service General Hospital, National Defense Medical Center, Taipei 114, Taiwan
| | - Yu-Ching Chou
- School of Public Health, National Defense Medical Center, Taipei 114, Taiwan
| | - Yu-Chun Lin
- Department of Pathology, Tri-Service General Hospital, National Defense Medical Center, Taipei 114, Taiwan
| | - Je-Ming Hu
- Division of Colorectal Surgery, Tri-Service General Hospital, National Defense Medical Center, Taipei 114, Taiwan
| | - Ta-Wei Pu
- Division of Colorectal Surgery, Tri-Service General Hospital Song-shan Branch, National Defense Medical Center, Taipei 114, Taiwan
| | - Chao-Yang Chen
- Division of Colorectal Surgery, Tri-Service General Hospital, National Defense Medical Center, Taipei 114, Taiwan
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Abstract
Testicular cancer is the most common solid neoplasm of adult men between the ages of 20 and 40 years. Germ cell tumors account for 95% of all testicular tumors. The assessment of staging is essential to guide further management of patients with testicular cancer and to prognosticate cancer-related outcomes. Postradical orchiectomy treatment options, including adjuvant therapy and active surveillance, vary based on the anatomical extent of disease, serum tumor markers, pathologic diagnosis, and imaging. This review provides an update on the germ cell tumor staging system adopted by the 8th edition of the American Joint Commission on Cancer (AJCC) Staging Manual, treatment implications, risk factors, and predictors of outcomes.
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Affiliation(s)
- Sofia Canete Portillo
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, 35233, USA
| | - Soroush Rais-Bahrami
- Department of Urology, University of Alabama at Birmingham, Birmingham, AL, 35233, USA; O'Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL, 35233, USA; Department of Radiology, University of Alabama at Birmingham, Birmingham, AL, 35233, USA
| | - Cristina Magi-Galluzzi
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, 35233, USA; O'Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, AL, 35233, USA.
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Seo GT, Greenberg L, Xing MH, Su V, Dowling E, Mundi N, Matloob A, Khorsandi AS, Chai RL, Urken ML, Brandwein-Weber M. Extratumoral invasion: A unique phenomenon of aggressive recurrent oropharyngeal squamous cell carcinoma. Am J Otolaryngol 2023; 44:103756. [PMID: 36603379 DOI: 10.1016/j.amjoto.2022.103756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 12/18/2022] [Indexed: 12/29/2022]
Abstract
BACKGROUND Oropharyngeal squamous carcinomas cause significant morbidity and mortality. Poor prognosticators include lymphovascular and perineural invasion. Extratumoral phenotypes of these histologic findings confer worse prognoses. METHODS We report eight cases of recurrent oropharyngeal cancer with diffuse extratumoral lymphovascular invasion (ELVI) or extratumoral perineural invasion (EPNI) and review the existing literature. RESULTS On salvage resection for recurrence following primary radiation or chemoradiation, six patients manifested ELVI and two showed EPNI. These patterns conferred difficulty with complete surgical clearance; final pathologic analysis demonstrated positive margins for all eight patients. The six patients with ELVI were p16+ and the two with EPNI were p16-. Currently, two patients are deceased and six patients are alive at an average follow-up of 17.4 months. Of the six living patients, 2 have a new recurrence and are in hospice while 4 have no evidence of disease. CONCLUSIONS ELVI and EPNI have received little consideration in the literature as unique histopathologic features of oropharyngeal squamous carcinoma. We present the first series on these adverse extratumoral features in recurrent disease. We call attention to these unique histologic features in the setting of recurrent oropharyngeal cancer to encourage others to track the results of therapeutic intervention and to identify successful strategies for treatment.
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Affiliation(s)
- Gabriella T Seo
- Thyroid, Head and Neck Cancer (THANC) Foundation, 10 Union Square East, Suite 5A, New York, NY 10003, USA
| | - Lily Greenberg
- Thyroid, Head and Neck Cancer (THANC) Foundation, 10 Union Square East, Suite 5A, New York, NY 10003, USA
| | - Monica H Xing
- Thyroid, Head and Neck Cancer (THANC) Foundation, 10 Union Square East, Suite 5A, New York, NY 10003, USA
| | - Vivian Su
- Thyroid, Head and Neck Cancer (THANC) Foundation, 10 Union Square East, Suite 5A, New York, NY 10003, USA; Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, 10 Union Square East, Suite 5B, New York, NY 10003, USA.
| | - Eric Dowling
- Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, 10 Union Square East, Suite 5B, New York, NY 10003, USA
| | - Neil Mundi
- Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, 10 Union Square East, Suite 5B, New York, NY 10003, USA
| | - Ammar Matloob
- Department of Pathology, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY 10029, USA
| | - Azita S Khorsandi
- Department of Radiology, New York Eye and Ear Infirmary of Mount Sinai, 310 East 14th Street, New York, NY 10003, USA
| | - Raymond L Chai
- Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, 10 Union Square East, Suite 5B, New York, NY 10003, USA
| | - Mark L Urken
- Thyroid, Head and Neck Cancer (THANC) Foundation, 10 Union Square East, Suite 5A, New York, NY 10003, USA; Department of Otolaryngology-Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, 10 Union Square East, Suite 5B, New York, NY 10003, USA
| | - Margaret Brandwein-Weber
- Department of Pathology, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY 10029, USA
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Chen Q, Shao J, Xue T, Peng H, Li M, Duan S, Feng F. Intratumoral and peritumoral radiomics nomograms for the preoperative prediction of lymphovascular invasion and overall survival in non-small cell lung cancer. Eur Radiol 2023; 33:947-58. [PMID: 36064979 DOI: 10.1007/s00330-022-09109-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Revised: 06/03/2022] [Accepted: 07/24/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVES To evaluate the predictive value of intratumoral and peritumoral radiomics and radiomics nomogram for preoperative lymphovascular invasion (LVI) status and overall survival (OS) in patients with non-small cell lung cancer (NSCLC). METHODS In total, 240 NSCLC patients from our institution were randomly divided into the training cohort (n = 145) and internal validation cohort (n = 95) with a ratio of 6:4, and 65 patients from the Cancer Imaging Archive were enrolled as the external validation cohort. We extracted 1217 CT-based radiomics features from the gross tumor volume (GTV) and gross tumor volume incorporating peritumoral 3, 6, and 9 mm regions (GPTV3, GPTV6, GPTV9). A radiomics nomogram based on clinical independent predictors and radiomics score (Radscore) of the best radiomics model was constructed. The correlation between factors and OS was evaluated with the Kaplan-Meier survival analysis and Cox proportional hazards regression analysis. RESULTS Compared with GTV, GPTV3, and GPTV6 radiomics models, GPTV9 radiomics model exhibited better prediction performance with the AUCs of 0.82, 0.75, and 0.67 in the training, internal validation, and external validation cohorts, respectively. In the clinical model, smoking and clinical stage were independent predictors. The nomogram incorporating independent predictors and GPTV9-Radscore was clinically useful, with the AUCs of 0.89, 0.83, and 0.66 in three cohorts. Pathological LVI, GPTV9-Radscore-predicted, and Nomoscore-predicted LVI were associated with poor OS (p < 0.05). CONCLUSIONS CT-based radiomics nomogram can predict LVI and OS in patients with NSCLC and may help in making personalized treatment strategies before surgery. KEY POINTS • Compared with GTV, GPTV3, and GPTV6 radiomics models, GPTV9 radiomics model showed better prediction performance for LVI status in NSCLC. • The radiomics nomogram based on GPTV9 radiomics features and clinical independent predictors could effectively predict LVI status and OS in NSCLC and outperformed the clinical model. • The radiomics nomogram had a wider scope of clinical application.
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Ricci C, Ambrosi F, Franceschini T, Giunchi F, Maracci ME, Sirolli M, Orsatti A, Chiarucci F, Franchini E, Borsato M, Massari F, Mollica V, Bianchi FM, Colecchia M, Acosta AM, Fiorentino M. H&E and OCT4/CD34 for the assessment of lympho-vascular invasion in seminoma and embryonal carcinoma. Pathol Res Pract 2023; 242:154337. [PMID: 36706585 DOI: 10.1016/j.prp.2023.154337] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 01/20/2023] [Accepted: 01/21/2023] [Indexed: 01/25/2023]
Abstract
BACKGROUND Lymphovascular invasion (LVI) is a relevant prognostic factor in germ cell tumors of the testis (GCTT), and it is included in the pT stage. However, its detection on hematoxylin and eosin (H&E) slides is very challenging, and previous studies reported fair to moderate inter-observer agreement among dedicated uropathologists. In the present study, we tested H&E and a recently developed in-house double staining for OCT4/CD34 to detect LVI in GCTT. METHODS Nine authors [5 non-uropathologists and 4 uropathologists] independently evaluated 34 consecutive and retrospectively enrolled cases of GCTT. We assessed the inter-observer agreement (Fleiss's Kappa) with both H&E and OCT4/CD34. Besides, we compared the consensus diagnosis on both H&E and OCT4/CD34-stained sections with the original diagnosis to evaluate the pT re-staging (McNemar test) and identify the sources of disagreement. RESULTS The inter-observer agreement among uropathologists plus non-uropathologists was fair with both H&E (KF=0.398; p < 0.001) and OCT4/CD34 (KF=0.312; p < 0.001). OCT4/CD34 (KF=0.290; p < 0.001) slightly reduces the inter-observer agreement compared to H&E (KF=0.321; p < 0.001) for non-uropathologists; in contrast, OCT4/CD34 (KF=0.293; p < 0.001) significantly reduces the inter-observer agreement compared to H&E (KF=0.529; p < 0.001) for uropathologists, changing it from moderate to fair. Consensus diagnosis with H&E modified the LVI status of the original diagnosis in 8/34 (23.5 %) cases (p: 0.070), with pT re-staging in 2/34 (5.9 %) cases (p: 0.500). Consensus diagnosis with OCT4/CD34 modified the LVI status of the original diagnosis in 8/34 (23.5 %) cases (p: 0.289), with pT re-staging in 3/34 (8.8 %) cases (p: 0.250). The consensus diagnosis with OCT4/CD34 modified the consensus diagnosis with H&E in 8/34 (23.5 %) cases (p: 0.727), and these findings resulted in pT-restaging in 3/34 (8.8 %) cases (p: 0.500). The sources of disagreement among uropathologists were: H&E [artefactual clefts misinterpreted as LVI in 4/6 (66.7 %) cases and true foci of LVI misinterpreted as clusters of histiocytes within the vessels in 2/6 (33.3 %) cases], OCT4/CD34 [artefactual clefts misinterpreted as LVI in 2/8 (25 %) cases, true LVI misinterpreted as artefactual clefts in 2/8 (25 %) cases or floaters in 4/8 (50 %) cases]. CONCLUSIONS OCT4/CD34 does not improve the inter-observer agreement for the assessment of LVI in OCT4(+) GCTT. Consensus diagnosis with H&E modifies the LVI status in a significant number of cases, resulting in changes of the pT stage in a relatively small subgroup. Consensus diagnosis with OCT4/CD34 provides little additional benefit since it cannot exclude mimickers of LVI such as floaters and artefactual clefts. These results argue against the adoption of this diagnostic tool for the routine assessment of OCT4(+) GCTT.
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Affiliation(s)
- Costantino Ricci
- Pathology Unit, Maggiore Hospital-AUSL Bologna, Bologna, Italy; Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Italy
| | - Francesca Ambrosi
- Pathology Unit, Maggiore Hospital-AUSL Bologna, Bologna, Italy; Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Italy
| | | | - Francesca Giunchi
- Pathology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | | | - Maria Sirolli
- Pathology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Agnese Orsatti
- Pathology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | | | | | - Matteo Borsato
- Pathology Unit, Maggiore Hospital-AUSL Bologna, Bologna, Italy
| | - Francesco Massari
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Italy; Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Veronica Mollica
- Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Italy; Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | | | - Maurizio Colecchia
- Department of Pathology, IRCCS San Raffaele Scientific Institute, Milano, Italy
| | - Andres Martin Acosta
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, USA
| | - Michelangelo Fiorentino
- Pathology Unit, Maggiore Hospital-AUSL Bologna, Bologna, Italy; Department of Experimental, Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Italy.
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Tong P, Sun D, Chen G, Ni J, Li Y. Biparametric magnetic resonance imaging-based radiomics features for prediction of lymphovascular invasion in rectal cancer. BMC Cancer 2023; 23:61. [PMID: 36650498 PMCID: PMC9847040 DOI: 10.1186/s12885-023-10534-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Accepted: 01/09/2023] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Preoperative assessment of lymphovascular invasion(LVI) of rectal cancer has very important clinical significance. However, accurate preoperative imaging evaluation of LVI is highly challenging because the resolution of MRI is still limited. Relatively few studies have focused on prediction of LVI of rectal cancer with the tool of radiomics, especially in patients with negative statue of MRI-based extramural vascular invasion (mrEMVI).The purpose of this study was to explore the preoperative predictive value of biparametric MRI-based radiomics features for LVI of rectal cancer in patients with the negative statue of mrEMVI. METHODS The data of 146 cases of rectal adenocarcinoma confirmed by postoperative pathology were retrospectively collected. In the cases, 38 had positive status of LVI. All patients were examined by MRI before the operation. The biparametric MRI protocols included T2-weighted imaging (T2WI) and diffusion-weighted imaging (DWI). We used whole-volume three-dimensional method and two feature selection methods, minimum redundancy maximum relevance (mRMR) and least absolute shrinkage and selection operator (LASSO), to extract and select the features. Logistics regression was used to construct models. The area under the receiver operating characteristic curve (AUC) and DeLong's test were used to evaluate the diagnostic performance of the radiomics based on T2WI and DWI and the combined models. RESULTS Radiomics models based on T2WI and DWI had good predictive performance for LVI of rectal cancer in both the training cohort and the validation cohort. The AUCs of the T2WI model were 0.87 and 0.87, and the AUCs of the DWI model were 0.94 and 0.92. The combined model was better than the T2WI model, with AUCs of 0.97 and 0.95. The predictive performance of the DWI model was comparable to that of the combined model. CONCLUSIONS The radiomics model based on biparametric MRI, especially DWI, had good predictive value for LVI of rectal cancer. This model has the potential to facilitate the clinical recognition of LVI in rectal cancer preoperatively.
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Affiliation(s)
- Pengfei Tong
- grid.258151.a0000 0001 0708 1323Department of Radiology, Jiangnan University Medical Center, Wuxi, 214000 Jiangsu China
| | - Danqi Sun
- grid.429222.d0000 0004 1798 0228Department of Radiology, the First Affiliated Hospital of Soochow University, Suzhou, 215006 Jiangsu China
| | - Guangqiang Chen
- grid.452666.50000 0004 1762 8363Department of Radiology, the Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu China
| | - Jianming Ni
- grid.258151.a0000 0001 0708 1323Department of Radiology, Jiangnan University Medical Center, Wuxi, 214000 Jiangsu China
| | - Yonggang Li
- grid.429222.d0000 0004 1798 0228Department of Radiology, the First Affiliated Hospital of Soochow University, Suzhou, 215006 Jiangsu China
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Zhang L, Deng Y, Liu S, Zhang W, Hong Z, Lu Z, Pan Z, Wu X, Peng J. Lymphovascular invasion represents a superior prognostic and predictive pathological factor of the duration of adjuvant chemotherapy for stage III colon cancer patients. BMC Cancer 2023; 23:3. [PMID: 36593480 PMCID: PMC9808960 DOI: 10.1186/s12885-022-10416-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 12/06/2022] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Lymphovascular invasion (LVI) and perineural invasion (PNI) can indicate poor survival outcomes in colorectal cancer, but few studies have focused on stage III colon cancer. The current study aimed to confirm the prognostic value of LVI and PNI and identify patients who could benefit from a complete duration of adjuvant chemotherapy based on the two pathological factors. METHODS We enrolled 402 consecutive patients with stage III colon cancer who received colon tumor resection from November 2007 to June 2016 at Sun Yat-sen University Cancer Center. Survival analyses were performed by using Kaplan-Meier method with log-rank tests. Risk factors related to disease-free survival (DFS) and overall survival (OS) were identified through Cox proportional hazards analysis. RESULTS 141 (35.1%) patients presented with LVI, and 108 (26.9%) patients with PNI. The LVI-positive group was associated with poorer 3-year DFS (86.5% vs. 76.3%, P = 0.001) and OS (96.0% vs. 89.1%, P = 0.003) rates compared with the LVI-negative group. The PNI-positive group showed a worse outcome compared with the PNI-negative group in 3-year DFS rate (72.5% vs. 86.7%, P < 0.001). Moreover, LVI-positive group present better 3-year DFS and OS rate in patients completing 6-8 cycles of adjuvant chemotherapy than those less than 6 cycles (3-year DFS: 80.0% vs. 64.9%, P = 0.019; 3-year OS: 93.2% vs. 76.3%, P = 0.002). CONCLUSIONS LVI is a superior prognostic factor to PNI in stage III colon cancer patients undergoing curative treatment. PNI status can noly predict the 3-year DFS wihout affecting the 3-year OS. Furthermore, LVI also represents an effective indicator for adjuvant chemotherapy duration.
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Affiliation(s)
- Linjie Zhang
- grid.488530.20000 0004 1803 6191Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangdong 510060 Guangzhou, P. R. China
| | - Yuxiang Deng
- grid.440601.70000 0004 1798 0578Department of Thyroid and Breast Surgery, Peking University Shenzhen Hospital, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, 518000 Shenzhen, P. R. China
| | - Songran Liu
- grid.488530.20000 0004 1803 6191Department of Pathology, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangdong 510060 Guangzhou, P. R. China
| | - Weili Zhang
- grid.488530.20000 0004 1803 6191Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangdong 510060 Guangzhou, P. R. China
| | - Zhigang Hong
- grid.488530.20000 0004 1803 6191Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangdong 510060 Guangzhou, P. R. China
| | - Zhenhai Lu
- grid.488530.20000 0004 1803 6191Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangdong 510060 Guangzhou, P. R. China
| | - Zhizhong Pan
- grid.488530.20000 0004 1803 6191Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangdong 510060 Guangzhou, P. R. China
| | - Xiaojun Wu
- grid.488530.20000 0004 1803 6191Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangdong 510060 Guangzhou, P. R. China
| | - Jianhong Peng
- grid.488530.20000 0004 1803 6191Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangdong 510060 Guangzhou, P. R. China
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Chen J, Yang Y, Luo B, Wen Y, Chen Q, Ma R, Huang Z, Zhu H, Li Y, Chen Y, Qian D. Further predictive value of lymphovascular invasion explored via supervised deep learning for lymph node metastases in breast cancer. Hum Pathol 2023; 131:26-37. [PMID: 36481204 DOI: 10.1016/j.humpath.2022.11.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 11/22/2022] [Accepted: 11/27/2022] [Indexed: 12/12/2022]
Abstract
Lymphovascular invasion, specifically lymph-blood vessel invasion (LBVI), is a risk factor for metastases in breast invasive ductal carcinoma (IDC) and is routinely screened using hematoxylin-eosin histopathological images. However, routine reports only describe whether LBVI is present and does not provide other potential prognostic information of LBVI. This study aims to evaluate the clinical significance of LBVI in 685 IDC cases and explore the added predictive value of LBVI on lymph node metastases (LNM) via supervised deep learning (DL), an expert-experience embedded knowledge transfer learning (EEKT) model in 40 LBVI-positive cases signed by the routine report. Multivariate logistic regression and propensity score matching analysis demonstrated that LBVI (OR 4.203, 95% CI 2.809-6.290, P < 0.001) was a significant risk factor for LNM. Then, the EEKT model trained on 5780 image patches automatically segmented LBVI with a patch-wise Dice similarity coefficient of 0.930 in the test set and output counts, location, and morphometric features of the LBVIs. Some morphometric features were beneficial for further stratification within the 40 LBVI-positive cases. The results showed that LBVI in cases with LNM had a higher short-to-long side ratio of the minimum rectangle (MR) (0.686 vs. 0.480, P = 0.001), LBVI-to-MR area ratio (0.774 vs. 0.702, P = 0.002), and solidity (0.983 vs. 0.934, P = 0.029) compared to LBVI in cases without LNM. The results highlight the potential of DL to assist pathologists in quantifying LBVI and, more importantly, in exploring added prognostic information from LBVI.
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Affiliation(s)
- Jiamei Chen
- Center of Oncology, Renmin Hospital of Wuhan University, Wuhan, 430060, China
| | - Yang Yang
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200000, China
| | - Bo Luo
- Department of Pathology, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430014, China
| | - Yaofeng Wen
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200000, China
| | - Qingzhong Chen
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200000, China
| | - Ru Ma
- Department of Peritoneal Cancer Surgery, Capital Medical University Affiliated Beijing Shijitan Hospital, Beijing, 100038, China
| | - Zhen Huang
- Center of Oncology, Renmin Hospital of Wuhan University, Wuhan, 430060, China
| | - Hangjia Zhu
- Center of Oncology, Renmin Hospital of Wuhan University, Wuhan, 430060, China
| | - Yan Li
- Department of Peritoneal Cancer Surgery, Capital Medical University Affiliated Beijing Shijitan Hospital, Beijing, 100038, China; Department of Pathology, Capital Medical University Affiliated Beijing Shijitan Hospital, Beijing, 100038, China.
| | - Yongshun Chen
- Center of Oncology, Renmin Hospital of Wuhan University, Wuhan, 430060, China.
| | - Dahong Qian
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200000, China.
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