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Isaka T, Ito H, Yokose T, Saito H, Adachi H, Murakami K, Miura J, Kikunishi N, Rino Y. Prognostic factors for relapse-free survival in stage IB-IIIA primary lung adenocarcinoma by epidermal growth factor receptor mutation status. BMC Cancer 2022; 22:966. [PMID: 36085020 PMCID: PMC9463865 DOI: 10.1186/s12885-022-10057-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2022] [Accepted: 09/05/2022] [Indexed: 11/27/2022] Open
Abstract
Background Pathological stage IB-IIIA lung adenocarcinoma with an epidermal growth factor receptor (EGFR) mutation (Mt) has a high recurrence rate even after complete resection. However, there have been few reports on the risk factors for Mt recurrence. This study aimed to analyze the clinicopathological factors related to the relapse-free survival (RFS) of patients with pathological stage IB-IIIA primary lung adenocarcinoma with and without an EGFR mutation. Methods Patients who underwent curative surgery for Mt (n = 208) harboring the EGFR exon 21 L858R point mutation or EGFR exon 19 deletion mutation and EGFR mutation wild-type lung adenocarcinoma (Wt, n = 358) between January 2010 and December 2020 were included. Patients who received adjuvant EGFR-tyrosine kinase inhibitors were excluded. The prognostic factors for RFS were analyzed using a multivariable Cox regression analysis. Results The 5-year RFS rates in the Mt and Wt groups were 43.5 and 52.3%, respectively (p = 0.907). Prognostic factors for RFS in the Mt group included smoking history (hazard ratio [HR], 1.49; p = 0.049), blood vessel invasion (HR, 1.84; p = 0.023), and lymph node metastasis (HR, 1.96; p = 0.005). However, adjuvant chemotherapy was not a prognostic factor (HR, 1.02; p = 0.906). In contrast, positron emission tomography (PET) max standardized uptake value (SUV) ≥ 6.0 (HR, 1.53; p = 0.042), lymphatic vessel invasion (HR, 1.54; p = 0.036), lymph node metastasis (HR, 1.79; p = 0.002), and adjuvant chemotherapy (HR, 0.60; p = 0.008) were prognostic factors for RFS in the Wt group. Conclusions Prognostic factors for RFS in stage IB-IIIA primary lung adenocarcinoma differ by epidermal growth factor receptor mutation status. The impact of adjuvant chemotherapy on RFS also differed by EGFR mutation status.
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Yang G, Nie P, Zhao L, Guo J, Xue W, Yan L, Cui J, Wang Z. 2D and 3D texture analysis to predict lymphovascular invasion in lung adenocarcinoma. Eur J Radiol 2020; 129:109111. [PMID: 32559593 DOI: 10.1016/j.ejrad.2020.109111] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 03/24/2020] [Accepted: 05/31/2020] [Indexed: 12/16/2022]
Abstract
PURPOSE Lymphovascular invasion (LVI) impairs surgical outcomes in lung adenocarcinoma (LAC) patients. Preoperative prediction of LVI is challenging by using traditional clinical and imaging factors. The purpose of this study was to evaluate the value of two-dimensional (2D) and three-dimensional (3D) CT texture analysis (CTTA) in predicting LVI in LAC. METHODS A total of 149 LAC patients (50 LVI-present LACs and 99 LVI-absent LACs) were retrospectively enrolled. Clinical data and CT findings were analyzed to select independent clinical predictors. Texture features were extracted from 2D and 3D regions of interest (ROI) in 1.25 mm slice CT images. The 2D and 3D CTTA signatures were constructed with the least absolute shrinkage and selection operator algorithm and texture scores were calculated. The optimized CTTA signature was selected by comparing the predicting efficacy and clinical usefulness of 2D and 3D CTTA signatures. A CTTA nomogram was developed by integrating the optimized CTTA signature and clinical predictors, and its calibration, discrimination and clinical usefulness were evaluated. RESULTS Maximum diametre and spiculation were independent clinical predictors. 1125 texture features were extracted from 2D and 3D ROIs and reduced to 11 features to build 2D and 3D CTTA signatures. There was significant difference (P < 0.001) in AUC (area under the curve) between 2D signature (AUC, 0.938) and 3D signature (AUC, 0.753) in the training set. There was no significant difference (P = 0.056) in AUC between 2D signature (AUC, 0.856) and 3D signature (AUC, 0.701) in the test set. Decision curve analysis showed the 2D signature outperformed the 3D signature in terms of clinical usefulness. The 2D CTTA nomogram (AUC, 0.938 and 0.861, in the training and test sets), which incorporated the 2D signature and clinical predictors, showed a similar discrimination capability (P = 1.000 and 0.430, in the training and test sets) and clinical usefulness as the 2D signature, and outperformed the clinical model (AUC, 0.678 and 0.776, in the training and test sets). CONCLUSIONS 2D CTTA signature performs better than 3D CTTA signature. The 2D CTTA nomogram with the 2D signature and clinical predictors incorporated provides the similar performance as the 2D signature for individual LVI prediction in LAC.
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Affiliation(s)
- Guangjie Yang
- Department of Nuclear Medicine, the Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Pei Nie
- Department of Radiology, the Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Lianzi Zhao
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Jian Guo
- Department of Radiology, the Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Wei Xue
- Department of Nuclear Medicine, the Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Lei Yan
- Department of Nuclear Medicine, the Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Jingjing Cui
- Huiying Medical Technology Co. Ltd, Beijing, China
| | - Zhenguang Wang
- Department of Nuclear Medicine, the Affiliated Hospital of Qingdao University, Qingdao, Shandong, China.
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Pak K, Kim SJ, Koo PJ, Chang S. Estimation of Recurrence Risk After Normal (18)F-FDG PET/CT in Nonsmall-Cell Lung Cancer. Cancer Biother Radiopharm 2017; 31:174-9. [PMID: 27310304 DOI: 10.1089/cbr.2016.2048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The authors aimed to assess the risk of recurrence in patients with nonsmall-cell lung cancer after surgery with no evidence of disease (NED) demonstrated on (18)F-fluorodeoxyglucose (FDG) positron emission tomography/computed tomography (PET/CT). A total of 140 subjects with adenocarcinoma or squamous cell carcinoma of the lung were included in this study. Patients had FDG PET/CT scans within a year after surgery between January 2007 and December 2014. Patients with PET/CT scans with NED were included. Following an NED PET/CT scan, recurrence or metastasis was found in 14 patients (10.0%), and deaths in 4 (2.9%) during a median follow-up of 636 days. Although the rates of recurrence or metastasis were very low, the risk for recurrence continuously increased after 600 days up to 0.03%. The risk was higher in patients with positive margin at surgery, lymphovascular invasion, N2 stage, and TNM stage III/IV. In conclusion, according to the smoothed hazard functions, there was a very low risk of recurrence until 600 days after normal (18)F-FDG PET scans. The risk was higher in patients with positive margin at surgery, lymphovascular invasion, N2 stage, and TNM stage III/IV.
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Affiliation(s)
- Kyoungjune Pak
- 1 Department of Nuclear Medicine and Biomedical Research Institute, Pusan National University Hospital , Busan, Korea
| | - Seong-Jang Kim
- 2 Department of Nuclear Medicine and Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital , Yangsan, Korea
| | - Phillip J Koo
- 3 Department of Radiology, University of Colorado School of Medicine , Aurora, Colorado
| | - Samuel Chang
- 3 Department of Radiology, University of Colorado School of Medicine , Aurora, Colorado
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Tsubokawa N, Mimae T, Miyata Y, Sasada S, Yoshiya T, Kushitani K, Takeshima Y, Murakami S, Yokose T, Ito H, Nakayama H, Okada M. Prognostic significance of vascular invasion in intermediate-grade subtype of lung adenocarcinoma. Jpn J Clin Oncol 2016; 46:1015-1021. [DOI: 10.1093/jjco/hyw113] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Revised: 05/26/2016] [Accepted: 07/23/2016] [Indexed: 11/12/2022] Open
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Suppression of A549 cell proliferation and metastasis by calycosin via inhibition of the PKC‑α/ERK1/2 pathway: An in vitro investigation. Mol Med Rep 2015; 12:7992-8002. [PMID: 26498639 PMCID: PMC4758323 DOI: 10.3892/mmr.2015.4449] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2014] [Accepted: 08/24/2015] [Indexed: 12/28/2022] Open
Abstract
The migration and invasion of lung cancer cells into the extracellular matrix contributes to the high mortality rates of lung cancer. The protein kinase C (PKC) and downstream signaling pathways are important in the invasion and migration of lung cancer cells. Calycosin (Cal), an effector chemical from Astragalus has been reported to affect the recurrence and metastasis of cancer cells via the regulation of the protein expression of matrix metalloproteinases (MMPs). The inhibition of Cal on the migration and invasion of A549 cells was investigated in the present study. Cell viability and apoptosis assays were performed using MTT and flow cytometric analyses. A wound healing assay and Transwell invasion assay were performed to evaluate the effect of Cal on A549 cell migration and invasion. Invasion-associated proteins, including MMP-2, MMP-9, E-cadherin (E-cad), integrin β1, PKC-α and extracellular signal-regulated kinase 1/2 (ERK1/2) were detected using western blotting. In addition, PKC-α inhibitor, AEB071, and ERK1/2 inhibitor, PD98059, were used to determine the association between the suppression of PKC-α/ERK1/2 and invasion, MMP-2, MMP-9, E-cad and integrin β1. Cal was observed to suppress cell proliferation and induce apoptosis. There were significant differences between the phorbol-12-myristate-13-acetate (TPA)-induced A549 cells treated with Cal and the untreated cells in the rates of migration and invasion. The levels of MMP-2, MMP-9, E-cad and integrin β1 in the TPA-induced A549 cells changed markedly, compared with the untreated cells. In addition, the suppression of Cal was affected by the PKC inhibitor, AEB071, an ERK1/2 inhibitor, PD98059. The results of the present study indicated that Cal inhibited the proliferation, adhesion, migration and invasion of the TPA-induced A549 cells. The Cal-induced repression of PKC-α/ERK1/2, increased the expression of E-Cad and inhibited the expression levels of MMP-2, MMP-9 and integrin β1, which possibly demonstrates the mechanism underlying the biological anticancer effects of Cal.
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Park C, Lee IJ, Jang SH, Lee JW. Factors affecting tumor recurrence after curative surgery for NSCLC: impacts of lymphovascular invasion on early tumor recurrence. J Thorac Dis 2014; 6:1420-8. [PMID: 25364519 DOI: 10.3978/j.issn.2072-1439.2014.09.31] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2014] [Accepted: 09/09/2014] [Indexed: 11/14/2022]
Abstract
BACKGROUND Although surgery is potentially curative treatment for non-small cell lung cancer (NSCLC), the risk of postoperative disease recurrence is still high. This study was conducted to assess the factors associated with postoperative tumor recurrence in patients who underwent curative surgery for NSCLC. METHODS One hundred seventy-one patients who underwent curative surgery for NSCLC were included in this study. Clinicopathological factors of histologic type, pathologic TNM stage, T stage, N stage, lymphovascular invasion (LVI), perineural invasion (PNI), surgical procedure, adjuvant chemotherapy and adjuvant radiotherapy were investigated. Gender, age, and clinicopathologic factors were included in univariate and multivariate analyses using the Kaplan-Meier method and Cox proportional hazards model, respectively. Mann-Whitney U and Kruskal-Wallis tests were used to investigate the significance of differences in recurrence-free interval (RFI) according to clinicopathological factors. RESULTS Median RFI was 20 months. Univariate and multivariate analyses for overall recurrence identified T stage, N stage, and LVI as significant factors (P=0.045, 0.044, and <0.001, respectively). Pathologic stage (P=0.005) was the only factor that was significantly associated with locoregional recurrence. T stage (P=0.040) and LVI (P<0.001) were significantly associated with distant recurrence. The difference in 2-year freedom from recurrence between LVI positive and negative groups was significant (14.9% vs. 44.6%, P<0.001). LVI was the only factor that was significantly associated with a shortened mean RFI (P<0.001). CONCLUSIONS LVI had a significant effect on both overall and distant recurrence rates as well as on early tumor recurrence after curative surgery for NSCLC.
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Affiliation(s)
- Chanyeong Park
- 1 Department of Radiology, 2 Department of Internal Medicine, 3 Department of Thoracic Surgery, Hallym University College of Medicine, Chuncheon, Republic of Korea
| | - In Jae Lee
- 1 Department of Radiology, 2 Department of Internal Medicine, 3 Department of Thoracic Surgery, Hallym University College of Medicine, Chuncheon, Republic of Korea
| | - Seung Hun Jang
- 1 Department of Radiology, 2 Department of Internal Medicine, 3 Department of Thoracic Surgery, Hallym University College of Medicine, Chuncheon, Republic of Korea
| | - Jae Woong Lee
- 1 Department of Radiology, 2 Department of Internal Medicine, 3 Department of Thoracic Surgery, Hallym University College of Medicine, Chuncheon, Republic of Korea
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