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Li M, Li Z, Zhang H, Wakimoto H, Sun L, Wang T, Zhou S, Zhou L. Clinical characteristics and outcomes of surgical resection for brain metastases from lung adenocarcinoma. Front Oncol 2025; 14:1453177. [PMID: 39906663 PMCID: PMC11790614 DOI: 10.3389/fonc.2024.1453177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2024] [Accepted: 12/30/2024] [Indexed: 02/06/2025] Open
Abstract
Objective The purpose of this study was to explore the clinical characteristics, survival time and prognostic factors of patients undergoing craniotomy for brain metastases (BM) from lung adenocarcinoma (LUAD). Methods A total of 208 patients with BM from LUAD who underwent craniotomy at the Zhengzhou University People's Hospital, Henan province, China from March 2005 to October 2022 were included in this retrospective study. All patients were confirmed as BM of LUAD by histopathology. The clinical data included patient gender, age, occupation, family history of tumor, smoking history, alcohol drinking history, neurological symptoms, history of lung cancer treatment, tumor location, tumor number, tumor size, gene status, expression of S-100, CEA, Ki67, and PD-L1 by immunohistochemistry, KPS after craniotomy, whether tumor therapy was continued after craniotomy, and survival time. Univariate and multivariate Cox regression was used to analyze the prognostic factors of patients undergoing craniotomy for LUAD BM. Results A total of 208 patients met the inclusion and exclusion criteria, including 110 males (52.9%) and 98 females (47.1%), with an average age of 61.4 years. 203 patients (97.6%) had neurological symptoms. 84 patients (40.4%) had smoking history, 89 patients (42.8%) had alcohol drinking history, and 31 patients (14.9%) had the family history of tumor. Only 5 patients (2.4%) had received lung cancer treatment before craniotomy. The intracranial location of BM was mostly in the frontal lobe (54, 26.0%) and the metastatic sites were mostly single (117, 56.3%); the metastatic tumor size was mostly between 2-5 cm (141, 67.8%). Genetically, 43.3% patients (90 cases) had EGFR mutations, and immunohistochemical analysis showed that most patients were PD-L1 positive (160, 76.9%) and Ki67 > 30% (137, 65.9%). Most patients (145, 69.7%) had KPS score under 80 after craniotomy. Only 72 patients (34.7%) received continued tumor therapy after craniotomy. 190 patients (91.3%) were successfully followed up. The median survival time was 11.5 months, and the 3-year survival rate was 15.7%. Multivariate analysis revealed that smoking history, Ki67 percentage, KPS after craniotomy, and molecular targeted therapy after craniotomy were independent factors affecting the survival time of patients. Conclusions Although survival remains poor, patients who had no-smoking history, Ki67 percentage ≤30%, KPS≥80 after craniotomy, and molecular targeted therapy after craniotomy can improve the prognosis and prolong the survival time.
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Affiliation(s)
- Ming Li
- Department of Neurosurgery, Henan Provincial People’s Hospital, People’s Hospital of Zhengzhou University, People’s Hospital of Henan University, Zhengzhou, China
| | - Zhiying Li
- Department of Neurosurgery, The 7th People's Hospital of Zhengzhou, Zhengzhou, China
| | - Hang Zhang
- Department of Neurosurgery, Henan Provincial People’s Hospital, People’s Hospital of Zhengzhou University, People’s Hospital of Henan University, Zhengzhou, China
| | - Hiroaki Wakimoto
- Department of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Linlin Sun
- Department of Neurosurgery, The 7th People's Hospital of Zhengzhou, Zhengzhou, China
| | - Tiantian Wang
- Department of Neurology, The 7th People's Hospital of Zhengzhou, Zhengzhou, China
| | - Shengli Zhou
- Department of Pathology, Henan Provincial People’s Hospital, People’s Hospital of Zhengzhou University, People’s Hospital of Henan University, Zhengzhou, China
| | - Liyun Zhou
- Department of Neurosurgery, Henan Provincial People’s Hospital, People’s Hospital of Zhengzhou University, People’s Hospital of Henan University, Zhengzhou, China
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Fantin J, Toutain J, Pérès EA, Bernay B, Mehani SM, Helaine C, Bourgeois M, Brunaud C, Chazalviel L, Pontin J, Corroyer-Dulmont A, Valable S, Cherel M, Bernaudin M. Assessment of hypoxia and oxidative-related changes in a lung-derived brain metastasis model by [ 64Cu][Cu(ATSM)] PET and proteomic studies. EJNMMI Res 2023; 13:102. [PMID: 38006431 PMCID: PMC10676347 DOI: 10.1186/s13550-023-01052-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 11/19/2023] [Indexed: 11/27/2023] Open
Abstract
BACKGROUND Brain metastases (BM) are the most frequent malignant brain tumors. The aim of this study was to characterize the tumor microenvironment (TME) of BM and particularly hypoxia and redox state, known to play a role in tumor growth and treatment resistance with multimodal PET and MRI imaging, immunohistochemical and proteomic approaches in a human lung cancer (H2030-BrM3)-derived BM model in rats. RESULTS First, in vitro studies confirmed that H2030-BrM3 cells respond to hypoxia with increasing expression of HIF-1, HIF-2 and their target genes. Proteomic analyses revealed, among expression changes, proteins associated with metabolism, oxidative stress, metal response and hypoxia signaling in particular in cortical BM. [64Cu][Cu(ATSM)] PET revealed a significant uptake by cortical BM (p < 0.01), while no uptake is observed in striatal BM 23 days after tumor implantation. Pimonidazole, HIF-1α, HIF-2α, CA-IX as well as GFAP, CTR1 and DMT1 immunostainings are positive in both BM. CONCLUSION Overall, [64Cu][Cu(ATSM)] imaging and proteomic results showed the presence of hypoxia and protein expression changes linked to hypoxia and oxidative stress in BM, which are more pronounced in cortical BM compared to striatal BM. Moreover, it emphasized the interest of [64Cu][Cu(ATSM)] PET to characterize TME of BM and depict inter-metastasis heterogeneity that could be useful to guide treatments.
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Affiliation(s)
- Jade Fantin
- Université de Caen Normandie, CNRS, Normandie Univ., ISTCT UMR6030, GIP CYCERON, F-14000, Caen, France
| | - Jérôme Toutain
- Université de Caen Normandie, CNRS, Normandie Univ., ISTCT UMR6030, GIP CYCERON, F-14000, Caen, France
| | - Elodie A Pérès
- Université de Caen Normandie, CNRS, Normandie Univ., ISTCT UMR6030, GIP CYCERON, F-14000, Caen, France
| | - Benoit Bernay
- Université de Caen Normandie, Normandie Univ., US EMerode, Plateforme Proteogen, F-14000, Caen, France
| | - Sarina Maya Mehani
- Université de Caen Normandie, CNRS, Normandie Univ., ISTCT UMR6030, GIP CYCERON, F-14000, Caen, France
| | - Charly Helaine
- Université de Caen Normandie, CNRS, Normandie Univ., ISTCT UMR6030, GIP CYCERON, F-14000, Caen, France
| | - Mickael Bourgeois
- CRCI2NA, INSERM UMR1307, CNRS-ERL6075, Université d'Angers, Université de Nantes, F-44000, Nantes, France
- GIP ARRONAX, F-44800, Saint-Herblain, France
| | - Carole Brunaud
- Université de Caen Normandie, CNRS, Normandie Univ., ISTCT UMR6030, GIP CYCERON, F-14000, Caen, France
| | - Laurent Chazalviel
- Université de Caen Normandie, CNRS, Normandie Univ., ISTCT UMR6030, GIP CYCERON, F-14000, Caen, France
| | - Julien Pontin
- Université de Caen Normandie, Normandie Univ., US EMerode, Plateforme Proteogen, F-14000, Caen, France
| | - Aurélien Corroyer-Dulmont
- Université de Caen Normandie, CNRS, Normandie Univ., ISTCT UMR6030, GIP CYCERON, F-14000, Caen, France
- Medical Physics Department, CLCC François Baclesse, F-14000, Caen, France
| | - Samuel Valable
- Université de Caen Normandie, CNRS, Normandie Univ., ISTCT UMR6030, GIP CYCERON, F-14000, Caen, France
| | - Michel Cherel
- CRCI2NA, INSERM UMR1307, CNRS-ERL6075, Université d'Angers, Université de Nantes, F-44000, Nantes, France
- GIP ARRONAX, F-44800, Saint-Herblain, France
| | - Myriam Bernaudin
- Université de Caen Normandie, CNRS, Normandie Univ., ISTCT UMR6030, GIP CYCERON, F-14000, Caen, France.
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Hu D, Li X, Lin C, Wu Y, Jiang H. Deep Learning to Predict the Cell Proliferation and Prognosis of Non-Small Cell Lung Cancer Based on FDG-PET/CT Images. Diagnostics (Basel) 2023; 13:3107. [PMID: 37835850 PMCID: PMC10573026 DOI: 10.3390/diagnostics13193107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 09/15/2023] [Accepted: 09/29/2023] [Indexed: 10/15/2023] Open
Abstract
(1) Background: Cell proliferation (Ki-67) has important clinical value in the treatment and prognosis of non-small cell lung cancer (NSCLC). However, current detection methods for Ki-67 are invasive and can lead to incorrect results. This study aimed to explore a deep learning classification model for the prediction of Ki-67 and the prognosis of NSCLC based on FDG-PET/CT images. (2) Methods: The FDG-PET/CT scan results of 159 patients with NSCLC confirmed via pathology were analyzed retrospectively, and the prediction models for the Ki-67 expression level based on PET images, CT images and PET/CT combined images were constructed using Densenet201. Based on a Ki-67 high expression score (HES) obtained from the prediction model, the survival rate of patients with NSCLC was analyzed using Kaplan-Meier and univariate Cox regression. (3) Results: The statistical analysis showed that Ki-67 expression was significantly correlated with clinical features of NSCLC, including age, gender, differentiation state and histopathological type. After a comparison of the three models (i.e., the PET model, the CT model, and the FDG-PET/CT combined model), the combined model was found to have the greatest advantage in Ki-67 prediction in terms of AUC (0.891), accuracy (0.822), precision (0.776) and specificity (0.902). Meanwhile, our results indicated that HES was a risk factor for prognosis and could be used for the survival prediction of NSCLC patients. (4) Conclusions: The deep-learning-based FDG-PET/CT radiomics classifier provided a novel non-invasive strategy with which to evaluate the malignancy and prognosis of NSCLC.
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Affiliation(s)
- Dehua Hu
- Department of Biomedical Informatics, School of Life Sciences, Central South University, Changsha 410013, China
| | - Xiang Li
- Department of Biomedical Informatics, School of Life Sciences, Central South University, Changsha 410013, China
| | - Chao Lin
- Department of Biomedical Informatics, School of Life Sciences, Central South University, Changsha 410013, China
| | - Yonggang Wu
- Department of Nuclear Medicine & PET Imaging Center, The Second Xiangya Hospital of Central South University, Changsha 410011, China
| | - Hao Jiang
- Department of Biomedical Informatics, School of Life Sciences, Central South University, Changsha 410013, China
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Sun H, Zhou P, Chen G, Dai Z, Song P, Yao J. Radiomics nomogram for the prediction of Ki-67 index in advanced non-small cell lung cancer based on dual-phase enhanced computed tomography. J Cancer Res Clin Oncol 2023; 149:9301-9315. [PMID: 37204513 DOI: 10.1007/s00432-023-04856-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 05/13/2023] [Indexed: 05/20/2023]
Abstract
PURPOSE To develop a radiomics nomogram based on dual-phase enhanced computed tomography (CT) for predicting the Ki-67 index status in patients with advanced non-small cell lung cancer (NSCLC). METHODS 137 patients with NSCLC who had undergone dual-phase enhanced CT scans and Ki-67 examination within 2 weeks were retrospectively enrolled between January 2020 and December 2022. Clinical and laboratory data were collected, and the patients were categorized based on low or high expression of Ki-67 index, with a cut-off value of 40%. The cohort was randomly divided into a training group (n = 95) and a testing group (n = 42) at a ratio of 7:3. The least absolute shrinkage and selection operator (LASSO) algorithm was employed to select the most valuable radiomics features from the dual-phase enhanced CT images. Subsequently, a nomogram that incorporated the radiomics score and clinical factors associated with Ki-67 index status was established through univariate and multivariate logistic regression analyses. The predictive performance of the nomogram was evaluated using the area under the curve (AUC). RESULTS The AUC values of the radiomics features of artery phase and vein phase CT in the testing group were 0.748 and 0.758, respectively. The AUC of the dual-phase enhanced CT was 0.785, and the AUC of the developed nomogram was 0.859, which was higher than those of the radiomics (AUC, 0.785) and clinical models (AUC, 0.736). CONCLUSIONS The radiomics nomogram based on dual-phase enhanced CT images provides a promising method for predicting the Ki-67 index status in patients with advanced NSCLC.
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Affiliation(s)
- Haitao Sun
- Medical Imaging Center, Central Hospital Affiliated to Shandong First Medical University, 105 Jiefang Road, Lixia District, Jinan, 250013, Shandong, China
| | - Peng Zhou
- Medical Imaging Center, Central Hospital Affiliated to Shandong First Medical University, 105 Jiefang Road, Lixia District, Jinan, 250013, Shandong, China
| | - Guoyue Chen
- Medical Imaging Center, Central Hospital Affiliated to Shandong First Medical University, 105 Jiefang Road, Lixia District, Jinan, 250013, Shandong, China
| | - Zhengjun Dai
- Scientific Research Department of Huiying Medical Technology Co., Ltd, 66 Xixiaokou Road, Haidian District, Beijing, 100192, China
| | - Peiji Song
- Medical Imaging Center, Central Hospital Affiliated to Shandong First Medical University, 105 Jiefang Road, Lixia District, Jinan, 250013, Shandong, China
| | - Jian Yao
- Medical Imaging Center, Central Hospital Affiliated to Shandong First Medical University, 105 Jiefang Road, Lixia District, Jinan, 250013, Shandong, China.
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Xu M, Song K, Zhou Z, Yu Z, Lv Y, Xu H. Survival and prognostic factors in patients undergoing the resection of solitary brain metastasis from non-small cell lung cancer: a retrospective cohort study. J Thorac Dis 2022; 14:4113-4124. [PMID: 36389303 PMCID: PMC9641336 DOI: 10.21037/jtd-22-1279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Accepted: 10/12/2022] [Indexed: 01/25/2023]
Abstract
BACKGROUND Neurosurgery is the standard of care for resectable solitary brain metastasis (BM) from non-small cell lung cancer (NSCLC), but still with a poor outcome. Postoperative whole-brain radiotherapy (WBRT) was reported to reduce local recurrence, whether it could prolong survival was uncertain. In this study, we attempted to evaluate WBRT and other prognostic for overall survival (OS) in these patients. METHODS In this retrospective study, NSCLC patients with a solitary BM and controlled primary tumor who underwent neurosurgical resection were selected from the medical records database between January 2014 and December 2018. Clinical data, disease control/progression results and survival outcomes were obtained from the medical records, regular outpatient follow-up and telephone interviews. Univariable and multivariable Cox analyses of potential prognostic factors including patients' characteristics, BM features, tissue-based parameters and postoperative treatments were conducted. OS was illustrated using Kaplan-Meier curves, and group differences were assessed using the log-rank test. The subgroup analysis compared each variable between the WBRT group and the untreated control by the hazard ratio and its 95% confidence interval (CI). RESULTS A total of 94 patients were included, with a median OS of 812 days. Univariable analysis showed that postoperative WBRT and targeted therapy were associated with OS. Multivariable analysis demonstrated that postoperative WBRT [P<0.001, hazard ratio (HR) 0.357], chemotherapy (P=0.008, HR 0.512), targeted therapy (P<0.001, HR 0.265), and smaller tumor size (P=0.018, HR 0.553) were independent prognostic factors for prolonged OS. However, tissue-based parameters (Ki67 tumor cell proliferation index, epidermal growth factor receptor, and checkpoint levels) were identified as statistically insignificant factors. In the subgroup analysis, the beneficial effect of WBRT was only observed in patients that did not receive systematic treatments. CONCLUSIONS Postoperative WBRT and systematic treatments after solitary BM resection improve the prognosis of NSCLC patients with a controlled primary tumor. Postoperative WBRT could be considered, especially for those who not receive systematic chemotherapy or targeted therapy treatments, as they might be more likely to benefit from it.
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Affiliation(s)
- Ming Xu
- Department of Anesthesiology and Perioperative Medicine, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
| | - Kun Song
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China;,National Center for Neurological Disorders, Shanghai, China;,Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration, Shanghai, China;,Neurosurgical Institute of Fudan University, Shanghai, China;,Shanghai Clinical Medical Center of Neurosurgery, Shanghai, China
| | - Zhirui Zhou
- Radiation Oncology Center, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
| | - Ziye Yu
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China;,National Center for Neurological Disorders, Shanghai, China;,Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration, Shanghai, China;,Neurosurgical Institute of Fudan University, Shanghai, China;,Shanghai Clinical Medical Center of Neurosurgery, Shanghai, China
| | - Yizheng Lv
- Department of Anesthesiology and Perioperative Medicine, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
| | - Hongzhi Xu
- Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China;,National Center for Neurological Disorders, Shanghai, China;,Shanghai Key Laboratory of Brain Function and Restoration and Neural Regeneration, Shanghai, China;,Neurosurgical Institute of Fudan University, Shanghai, China;,Shanghai Clinical Medical Center of Neurosurgery, Shanghai, China
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6
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Wu N, Cao QW, Wang CN, Hu HG, Shi H, Deng K. Association between quantitative spectral CT parameters, Ki-67 expression, and invasiveness in lung adenocarcinoma manifesting as ground-glass nodules. Acta Radiol 2022; 64:1400-1409. [PMID: 36131377 DOI: 10.1177/02841851221128213] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
BACKGROUND Few studies about lung ground-glass nodules (GGNs) have been done using non-enhancement spectral computed tomography (CT) imaging. PURPOSE To examine the association between spectral CT parameters, Ki-67 expression, and invasiveness in lung adenocarcinoma manifesting as GGNs. MATERIAL AND METHODS Spectral CT parameters were analyzed in 106 patients with lung GGNs. The Ki-67 labeling index (Ki-67 LI) was measured, and patients were divided into low expression and high expression groups according to the number of positive-stained cells (low expression ≤10%; high expression >10%). Spectral CT parameters were compared between low and high expression groups. The correlation between spectral CT parameters and Ki-67 LI was estimated by Spearman correlation analysis. Cases were divided into a preinvasive and minimally invasive adenocarcinoma (MIA) group (atypical adenomatous hyperplasia, adenocarcinoma in situ, and MIA) and invasive adenocarcinoma (IA) group. Spectral CT parameters were compared between the two groups. The diagnostic performance was evaluated using receiver operating characteristic analysis. RESULTS There were significant differences in water concentration of lesions (WCL) and monochromatic CT values between the low and high expression groups. CT 40 keV had the highest correlation coefficient with Ki-67 LI. WCL and monochromatic CT values were significantly higher in the IA group than in the pre/MIA group. The value of area under the curve of CT 40 keV was 0.946 (95% confidence interval=0.905-0.988) for differentiating the two groups; the cutoff was -280.66 Hu. CONCLUSION Spectral CT is an effective non-invasive method for the prediction of proliferation and invasiveness in lung adenocarcinoma manifesting as GGNs.
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Affiliation(s)
- Nan Wu
- Shandong Provincial Qianfoshan Hospital, 159393Shandong University, Jinan, PR China
| | - Qi-Wei Cao
- Department of Pathology, 66310The First Affiliated Hospital of Shandong First Medical University, Jinan, PR China
| | - Chao-Nan Wang
- Department of Cardiology, 66310The Affiliated Hospital of Shandong University of TCM, Jinan, PR China
| | - Hong-Guang Hu
- Department of Radiology, 66310The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, PR China
| | - Hao Shi
- Shandong Provincial Qianfoshan Hospital, 159393Shandong University, Jinan, PR China
| | - Kai Deng
- Department of Radiology, 66310The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, PR China
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Qi S, Deng S, Lian Z, Yu K. Novel Drugs with High Efficacy against Tumor Angiogenesis. Int J Mol Sci 2022; 23:6934. [PMID: 35805939 PMCID: PMC9267017 DOI: 10.3390/ijms23136934] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 06/17/2022] [Accepted: 06/20/2022] [Indexed: 12/13/2022] Open
Abstract
Angiogenesis is involved in physiological and pathological processes in the body. Tumor angiogenesis is a key factor associated with tumor growth, progression, and metastasis. Therefore, there is great interest in developing antiangiogenic strategies. Hypoxia is the basic initiating factor of tumor angiogenesis, which leads to the increase of vascular endothelial growth factor (VEGF), angiopoietin (Ang), hypoxia-inducible factor (HIF-1), etc. in hypoxic cells. The pathways of VEGF and Ang are considered to be critical steps in tumor angiogenesis. A number of antiangiogenic drugs targeting VEGF/VEGFR (VEGF receptor) or ANG/Tie2, or both, are currently being used for cancer treatment, or are still in various stages of clinical development or preclinical evaluation. This article aims to review the mechanisms of angiogenesis and tumor angiogenesis and to focus on new drugs and strategies for the treatment of antiangiogenesis. However, antitumor angiogenic drugs alone may not be sufficient to eradicate tumors. The molecular chaperone heat shock protein 90 (HSP90) is considered a promising molecular target. The VEGFR system and its downstream signaling molecules depend on the function of HSP90. This article also briefly introduces the role of HSP90 in angiogenesis and some HSP90 inhibitors.
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Affiliation(s)
- Shiyu Qi
- College of Animal Science and Technology, China Agricultural University, Beijing 100193, China;
| | - Shoulong Deng
- National Health Commission (NHC) of China Key Laboratory of Human Disease Comparative Medicine, Institute of Laboratory Animal Sciences, Chinese Academy of Medical Sciences and Comparative Medicine Center, Peking Union Medical College, Beijing 100021, China;
| | - Zhengxing Lian
- College of Animal Science and Technology, China Agricultural University, Beijing 100193, China;
| | - Kun Yu
- College of Animal Science and Technology, China Agricultural University, Beijing 100193, China;
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Zhu M, Yang Z, Zhao W, Wang M, Shi W, Cheng Z, Ye C, Zhu Q, Liu L, Liang Z, Chen L. Predicting Ki-67 labeling index level in early-stage lung adenocarcinomas manifesting as ground-glass opacity nodules using intra-nodular and peri-nodular radiomic features. Cancer Med 2022; 11:3982-3992. [PMID: 35332684 PMCID: PMC9636499 DOI: 10.1002/cam4.4719] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2021] [Revised: 03/10/2022] [Accepted: 03/14/2022] [Indexed: 12/19/2022] Open
Abstract
Objectives To explore the diagnostic value of radiomics in differentiating between lung adenocarcinomas appearing as ground‐glass opacity nodules (GGO) with high‐ and low Ki‐67 expression levels. Materials and Methods From January 2018 to January 2021, patients with pulmonary GGO who received lung resection were evaluated for potential enrollment. The included GGOs were then randomly divided into a training cohort and a validation cohort with a ratio of 7:3. Logistic regression (LR), decision tree (DT), support vector machines (SVM), and adaboost (AB) were applied for radiomic model construction. Area under the curve (AUC) of the receiver operating characteristic (ROC) curve was used to evaluate the diagnostic efficacy of the established models. Results Seven hundred and sixty‐nine patients with 769 GGOs were included in this study. Two hundred and forty‐five GGOs were confirmed to be of high Ki‐67 labeling index (LI). In the training cohort, gender, age, spiculation sign, pleural indentation sign, bubble sign, and maximum 2D diameter of the nodule were found to be significantly different between high‐ and low Ki‐67 LI groups (p < 0.05), and spiculation sign and maximum 2D diameter of the nodule were further confirmed to be risk factors for Ki‐67 LI. The radiomic model established using SVM exhibited an AUC of 0.731 in the validation cohort, which was higher than that of the clinical‐radiographic model (AUC = 0.675). Moreover, radiomic model combining both intra‐ and peri‐nodular features showed better diagnostic efficacy than using intra‐nodular features alone (AUC = 0.731 and 0.720, respectively). Conclusions The established radiomic model exhibited good diagnostic efficacy in differentiating between lung adenocarcinoma GGOs with high and low Ki‐67 LI, which was higher than the clinical‐radiographic model. Peri‐nodular radiomic features showed added benefits to the radiomic model. As a novel noninvasive method, radiomics have the potential to be applied in the preliminary classification of Ki‐67 expression level in lung adenocarcinoma GGOs.
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Affiliation(s)
- Minghui Zhu
- Department of Respiratory Medicine, Chinese People's Liberation Army General Hospital, Beijing, China.,Department of Pulmonary and Critical Care Medicine, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Zhen Yang
- Department of Respiratory Medicine, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Wei Zhao
- Department of Respiratory Medicine, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Miaoyu Wang
- Department of Respiratory Medicine, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Wenjia Shi
- Department of Respiratory Medicine, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Zhenshun Cheng
- Department of Pulmonary and Critical Care Medicine, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Cheng Ye
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Qiang Zhu
- Department of Respiratory Medicine, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Lu Liu
- Department of Nutrition, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Zhixin Liang
- Department of Respiratory Medicine, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Liangan Chen
- Department of Respiratory Medicine, Chinese People's Liberation Army General Hospital, Beijing, China
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Nowakowski A, Lahijanian Z, Panet-Raymond V, Siegel PM, Petrecca K, Maleki F, Dankner M. Radiomics as an emerging tool in the management of brain metastases. Neurooncol Adv 2022; 4:vdac141. [PMID: 36284932 PMCID: PMC9583687 DOI: 10.1093/noajnl/vdac141] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Brain metastases (BM) are associated with significant morbidity and mortality in patients with advanced cancer. Despite significant advances in surgical, radiation, and systemic therapy in recent years, the median overall survival of patients with BM is less than 1 year. The acquisition of medical images, such as computed tomography (CT) and magnetic resonance imaging (MRI), is critical for the diagnosis and stratification of patients to appropriate treatments. Radiomic analyses have the potential to improve the standard of care for patients with BM by applying artificial intelligence (AI) with already acquired medical images to predict clinical outcomes and direct the personalized care of BM patients. Herein, we outline the existing literature applying radiomics for the clinical management of BM. This includes predicting patient response to radiotherapy and identifying radiation necrosis, performing virtual biopsies to predict tumor mutation status, and determining the cancer of origin in brain tumors identified via imaging. With further development, radiomics has the potential to aid in BM patient stratification while circumventing the need for invasive tissue sampling, particularly for patients not eligible for surgical resection.
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Affiliation(s)
- Alexander Nowakowski
- Rosalind and Morris Goodman Cancer Institute, McGill University, Montreal, Québec, Canada
| | - Zubin Lahijanian
- McGill University Health Centre, Department of Diagnostic Radiology, McGill University, Montreal, Québec, Canada
| | - Valerie Panet-Raymond
- McGill University Health Centre, Department of Diagnostic Radiology, McGill University, Montreal, Québec, Canada
| | - Peter M Siegel
- Rosalind and Morris Goodman Cancer Institute, McGill University, Montreal, Québec, Canada
| | - Kevin Petrecca
- Montreal Neurological Institute-Hospital, McGill University, Montreal, Québec, Canada
| | - Farhad Maleki
- Department of Computer Science, University of Calgary, Calgary, Alberta, Canada
| | - Matthew Dankner
- Rosalind and Morris Goodman Cancer Institute, McGill University, Montreal, Québec, Canada
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10
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Corroyer-Dulmont A, Valable S, Fantin J, Chatre L, Toutain J, Teulier S, Bazille C, Letissier E, Levallet J, Divoux D, Ibazizène M, Guillouet S, Perrio C, Barré L, Serres S, Sibson NR, Chapon F, Levallet G, Bernaudin M. Multimodal evaluation of hypoxia in brain metastases of lung cancer and interest of hypoxia image-guided radiotherapy. Sci Rep 2021; 11:11239. [PMID: 34045576 PMCID: PMC8159969 DOI: 10.1038/s41598-021-90662-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Accepted: 05/05/2021] [Indexed: 02/04/2023] Open
Abstract
Lung cancer patients frequently develop brain metastases (BM). Despite aggressive treatment including neurosurgery and external-radiotherapy, overall survival remains poor. There is a pressing need to further characterize factors in the microenvironment of BM that may confer resistance to radiotherapy (RT), such as hypoxia. Here, hypoxia was first evaluated in 28 biopsies from patients with non‑small cell lung cancer (NSCLC) BM, using CA-IX immunostaining. Hypoxia characterization (pimonidazole, CA-IX and HIF-1α) was also performed in different preclinical NSCLC BM models induced either by intracerebral injection of tumor cells (H2030-Br3M, H1915) into the cortex and striatum, or intracardial injection of tumor cells (H2030-Br3M). Additionally, [18F]-FMISO-PET and oxygen-saturation-mapping-MRI (SatO2-MRI) were carried out in the intracerebral BM models to further characterize tumor hypoxia and evaluate the potential of Hypoxia-image-guided-RT (HIGRT). The effect of RT on proliferation of BM ([18F]-FLT-PET), tumor volume and overall survival was determined. We showed that hypoxia is a major yet heterogeneous feature of BM from lung cancer both preclinically and clinically. HIGRT, based on hypoxia heterogeneity observed between cortical and striatal metastases in the intracerebrally induced models, showed significant potential for tumor control and animal survival. These results collectively highlight hypoxia as a hallmark of BM from lung cancer and the value of HIGRT in better controlling tumor growth.
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Affiliation(s)
- Aurélien Corroyer-Dulmont
- Normandie Univ, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP CYCERON, 14000, Caen, France
- Medical Physics Department, CLCC François Baclesse, 14000, Caen, France
| | - Samuel Valable
- Normandie Univ, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP CYCERON, 14000, Caen, France
| | - Jade Fantin
- Normandie Univ, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP CYCERON, 14000, Caen, France
| | - Laurent Chatre
- Normandie Univ, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP CYCERON, 14000, Caen, France
| | - Jérôme Toutain
- Normandie Univ, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP CYCERON, 14000, Caen, France
| | - Sylvain Teulier
- Normandie Univ, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP CYCERON, 14000, Caen, France
- Department of Pulmonology and Thoracic Oncology, University Hospital of Caen, Caen, France
| | - Céline Bazille
- Normandie Univ, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP CYCERON, 14000, Caen, France
- Department of Pathology, University Hospital of Caen, Caen, France
| | - Elise Letissier
- Normandie Univ, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP CYCERON, 14000, Caen, France
| | - Jérôme Levallet
- Normandie Univ, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP CYCERON, 14000, Caen, France
| | - Didier Divoux
- Normandie Univ, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP CYCERON, 14000, Caen, France
| | - Méziane Ibazizène
- Normandie Univ, UNICAEN, CEA, CNRS, ISTCT/LDM-TEP Group, GIP CYCERON, 14000, Caen, France
| | - Stéphane Guillouet
- Normandie Univ, UNICAEN, CEA, CNRS, ISTCT/LDM-TEP Group, GIP CYCERON, 14000, Caen, France
| | - Cécile Perrio
- Normandie Univ, UNICAEN, CEA, CNRS, ISTCT/LDM-TEP Group, GIP CYCERON, 14000, Caen, France
| | - Louisa Barré
- Normandie Univ, UNICAEN, CEA, CNRS, ISTCT/LDM-TEP Group, GIP CYCERON, 14000, Caen, France
| | - Sébastien Serres
- Medical Research Council Oxford Institute for Radiation Oncology, Department of Oncology, University of Oxford, Oxford, UK
- School of Life Sciences, University of Nottingham, Nottingham, UK
| | - Nicola R Sibson
- Medical Research Council Oxford Institute for Radiation Oncology, Department of Oncology, University of Oxford, Oxford, UK
| | - Françoise Chapon
- Department of Pathology, University Hospital of Caen, Caen, France
| | - Guénaëlle Levallet
- Normandie Univ, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP CYCERON, 14000, Caen, France
- Department of Pathology, University Hospital of Caen, Caen, France
| | - Myriam Bernaudin
- Normandie Univ, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP CYCERON, 14000, Caen, France.
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11
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Abstract
Metastatic dissemination occurs very early in the malignant progression of a cancer but the clinical manifestation of metastases often takes years. In recent decades, 5-year survival of patients with many solid cancers has increased due to earlier detection, local disease control and adjuvant therapies. As a consequence, we are confronted with an increase in late relapses as more antiproliferative cancer therapies prolong disease courses, raising questions about how cancer cells survive, evolve or stop growing and finally expand during periods of clinical latency. I argue here that the understanding of early metastasis formation, particularly of the currently invisible phase of metastatic colonization, will be essential for the next stage in adjuvant therapy development that reliably prevents metachronous metastasis.
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Affiliation(s)
- Christoph A Klein
- Experimental Medicine and Therapy Research, University of Regensburg, Regensburg, Germany.
- Division of Personalized Tumor Therapy, Fraunhofer Institute for Toxicology and Experimental Medicine, Regensburg, Germany.
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12
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Nintedanib and a bi-specific anti-VEGF/Ang2 nanobody selectively prevent brain metastases of lung adenocarcinoma cells. Clin Exp Metastasis 2020; 37:637-648. [PMID: 32918638 PMCID: PMC7666285 DOI: 10.1007/s10585-020-10055-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Accepted: 09/06/2020] [Indexed: 02/07/2023]
Abstract
Brain metastases (BM) are an ever-increasing challenge in oncology, threatening quality of life and survival of many cancer patients. The majority of BM originate from lung adenocarcinoma, and stage III patients have a risk of 40–50% to develop BM in the first years of disease onset. As therapeutic options are limited, prevention of their occurrence is an attractive concept. Here we investigated whether Nintedanib (BIBF 1120), a tyrosine kinase inhibitor (TKI) targeting the VEGF pathway approved for lung adenocarcinoma, and the dual anti-VEGF-A/Ang2 nanobody BI836880 have the potential to prevent BM formation. A mouse model of brain metastasis from lung adenocarcinoma was used in which tumor cells were injected intracardially. Metastases formation occurred inside and outside of the brain and was followed by MRI, IVIS, and immunohistochemistry. BM were reduced in volume and number by both Nintedanib and the dual anti-VEGF-A/Ang2 nanobody, which translated into improved survival. Both compounds were able to normalize cerebral blood vessels at the site of brain metastatic lesions. Extracranial metastases, however, were not reduced, and meningeal metastases only partially. Interestingly, unspecific control IgG also lead to brain vessel normalization and reduction of brain and meningeal metastases. This data indicates a brain-specific group effect of antiangiogenic compounds with respect to metastasis prevention, most likely by preventing an early angiogenic switch. Thus, Nintedanib and BI836880 are promising candidates for future BM preventive study concepts in lung adenocarcinoma patients.
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13
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Loo M, Pin Y, Thierry A, Clavier JB. Single-fraction radiosurgery versus fractionated stereotactic radiotherapy in patients with brain metastases: a comparative study. Clin Exp Metastasis 2020; 37:425-434. [PMID: 32185576 DOI: 10.1007/s10585-020-10031-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Accepted: 03/10/2020] [Indexed: 12/11/2022]
Abstract
To compare the local control and brain radionecrosis in patients with brain metastasis primarily treated by single-fraction radiosurgery (SRS) or hypofractionated stereotactic radiotherapy (HFSRT). Between January 2012 and December 2017, 179 patients with only 1-3 brain metastases (total: 287) primarily treated by SRS (14 Gy) or HFSRT (23.1 Gy in 3 fractions of 7.7 Gy, every other day) were retrospectively analyzed in a single center. Follow-up imaging data were available in 152 patients with 246 lesions. The corresponding Biological Effective Dose (BED) were 33.6 Gy and 40.9 Gy respectively for SRS and HFSRT group, assuming an α/β of 10 Gy. Local control (LC) and risk of radionecrosis (RN) were calculated by the Kaplan-Meier method. The actuarial local control rates at 6 and 12 months were 94% and 88.1% in SRS group, and 87.6% and 78.4%, in HFSRT group (p = 0.06), respectively. Only the total volume of edema was associated with worse LC (p = 0.01, HR 1.02, 95% CI [1.004-1.03]) in multivariate analysis. Brain radionecrosis occurred in 1 lesion in SRS group and 9 in HFSRT group. Median time to necrosis was 5.5 months (range 1-9). Only the volume of GTV was associated with RN (p = 0.02, HR 1.09, 95% CI [1.01-1.18]) in multivariate analysis. Multi-fraction SRT dose of 23.31 Gy in 3 fractions has similar efficacy to single-fraction SRT dose of 14 Gy in patients with brain metastases. A slightly higher occurrence of radionecrosis appeared in HFSRT group.
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Affiliation(s)
- Maxime Loo
- Radiotherapy Department, Centre Paul Strauss, Strasbourg Cedex, 67065, France.
| | - Yvan Pin
- Radiotherapy Department, Centre Paul Strauss, Strasbourg Cedex, 67065, France
| | - Alicia Thierry
- Public Health and Statistics Department, Centre Paul Strauss, Strasbourg Cedex, 67065, France
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14
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Berghoff AS, Breckwoldt MO, Riedemann L, Karimian-Jazi K, Loew S, Schlieter F, Furtner J, Cinci M, Thomas M, Strowitzki MJ, Marmé F, Michel LL, Schmidt T, Jäger D, Bendszus M, Preusser M, Wick W, Winkler F. Bevacizumab-based treatment as salvage therapy in patients with recurrent symptomatic brain metastases. Neurooncol Adv 2020; 2:vdaa038. [PMID: 32642693 PMCID: PMC7212911 DOI: 10.1093/noajnl/vdaa038] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Background Salvage treatment for recurrent brain metastases (BM) of solid cancers is challenging due to the high symptomatic burden and the limited local treatment options. Methods Patients with recurrent BM with no option for further local therapies were retrospectively identified from BM databases. Bevacizumab-based treatment was initiated as a salvage treatment. Radiological imaging before and after bevacizumab-based treatment was reevaluated for treatment response using the Response Assessment in Neuro-Oncology (RANO) BM criteria. Results Twenty-two patients (36.4% male) with recurrent BM from breast cancer (40.9%), colorectal cancer (31.8%), or lung cancer (27.3%) were identified. Previous BM-directed therapies were radiosurgery in 16/22 (72.7%) patients, whole-brain radiotherapy in 8/22 (36.4%), and neurosurgical resection in 11/22 (50.0%). Time since BM diagnosis to initiation of bevacizumab treatment was 16.5 months. Of 22 patients 14 (63.6%) received concurrent systemic therapies. Neurological symptom improvement could be achieved in 14/22 (63.6%) and stabilization in 6/22 (27.3%) patients, resulting in a clinical benefit in 20/22 (90.9%) patients. Steroids could be reduced or stopped in 15/22 (68.2%) patients. Rate of improvement on T1-weighted imaging was 15/19 (78.9%; median reduction: -26.0% ± 32.9) and 19/20 (95%; median reduction: -36.2% ± 22.2) on T2-weighted FLAIR imaging. According to RANO-BM best response was partial response in 7/19 (36.8%), stable disease in 9/19 (47.3%), and progressive disease in 3/19 (15.7%) patients. Median CNS-specific progression-free survival was 8 months and median overall survival after initiation of bevacizumab treatment was 17 months. Conclusions Bevacizumab-based treatment had clinically relevant intracranial activity in the vast majority of patients suffering from recurrent, symptomatic BM. The data supports a prospective clinical trial of bevacizumab as a salvage treatment in BM.
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Affiliation(s)
- Anna Sophie Berghoff
- Department of Medicine I, Medical University of Vienna, Vienna, Austria.,Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria.,Clinical Cooperation Unit Neuro-Oncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Lars Riedemann
- Clinical Cooperation Unit Neuro-Oncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany.,Neurology Clinic and National Center for Tumor Diseases, University Hospital Heidelberg, Heidelberg, Germany
| | | | - Sarah Loew
- Clinical Cooperation Unit Neuro-Oncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany.,Neurology Clinic and National Center for Tumor Diseases, University Hospital Heidelberg, Heidelberg, Germany
| | - Franziska Schlieter
- Department of Medicine I, Medical University of Vienna, Vienna, Austria.,Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Julia Furtner
- Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria.,Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Marc Cinci
- Department of Medical Oncology and Internal Medicine VI, National Center for Tumor Diseases, Heidelberg University Hospital, Heidelberg, Germany
| | - Michael Thomas
- Department of Thoracic Oncology, University Hospital Heidelberg and Translational Lung Research Center Heidelberg, Heidelberg, Germany
| | - Moritz J Strowitzki
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - Frederik Marmé
- National Center for Tumor Disease, Gynecologic Oncology, University Hospital Heidelberg, Heidelberg, Germany
| | - Laura L Michel
- National Center for Tumor Disease, Gynecologic Oncology, University Hospital Heidelberg, Heidelberg, Germany
| | - Thomas Schmidt
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - Dirk Jäger
- Department of Medical Oncology and Internal Medicine VI, National Center for Tumor Diseases, Heidelberg University Hospital, Heidelberg, Germany
| | - Martin Bendszus
- Department of Neuroradiology, University Hospital Heidelberg, Heidelberg, Germany
| | - Matthias Preusser
- Department of Medicine I, Medical University of Vienna, Vienna, Austria.,Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Wolfgang Wick
- Clinical Cooperation Unit Neuro-Oncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany.,Neurology Clinic and National Center for Tumor Diseases, University Hospital Heidelberg, Heidelberg, Germany
| | - Frank Winkler
- Clinical Cooperation Unit Neuro-Oncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany.,Neurology Clinic and National Center for Tumor Diseases, University Hospital Heidelberg, Heidelberg, Germany
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15
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Chen M, Li X, Wei Y, Qi L, Sun YS. Spectral CT imaging parameters and Ki-67 labeling index in lung adenocarcinoma. Chin J Cancer Res 2020; 32:96-104. [PMID: 32194309 PMCID: PMC7072011 DOI: 10.21147/j.issn.1000-9604.2020.01.11] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Objective To explore the correlation between the spectral computed tomography (CT) imaging parameters and the Ki-67 labeling index in lung adenocarcinoma. Methods Spectral CT imaging parameters [iodine concentrations of lesions (ICLs) in the arterial phase (ICLa) and venous phase (ICLv), normalized IC in the aorta (NICa/NICv), slope of the spectral HU curve (λHUa/λHUv) and monochromatic CT number enhancement on 40 keV and 70 keV images (CT40keVa/v, CT70keVa/v)] in 34 lung adenocarcinomas were analyzed, and common molecular markers, including the Ki-67 labeling index, were detected with immunohistochemistry. Different Ki-67 labeling indexes were measured and grouped into four grades according to the number of positive-stained cells (grade 0, ≤1%; 1%<grade 1≤10%; 10%<grade 2≤30%; and grade 3, >30%). One-way analysis of variance (ANOVA) was used to compare the four different grades, and the Bonferroni method was used to correct the P value for multiple comparisons. A Spearman correlation analysis was performed to further research a quantitative correlation between the Ki-67 labeling index and spectral CT imaging parameters. Results CT40keVa, CT40keVv, CT70keVa and CT70keVv increased as the grade increased, and CT70keVa and CT70keVv were statistically significant (P<0.05). These four parameters and the Ki-67 labeling index showed a moderate positive correlation with lung adenocarcinoma nodules. ICL, NIC and λHU in the arterial and venous phases were not significantly different among the four grades. Conclusions The spectral CT imaging parameters CT40keVa, CT40keVv, CT70keVa and CT70keVv gradually increased with Ki-67 expression and showed a moderate positive correlation with lung adenocarcinomas. Therefore, spectral CT imaging parameter-enhanced monochromatic CT numbers at 70 keV may indicate the extent of proliferation of lung adenocarcinomas.
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Affiliation(s)
- Mailin Chen
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiology, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Xiaoting Li
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiology, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Yiyuan Wei
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiology, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Liping Qi
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiology, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Ying-Shi Sun
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Radiology, Peking University Cancer Hospital & Institute, Beijing 100142, China
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16
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Effects of single-nucleotide polymorphisms in the mTORC1 pathway on the risk of brain metastasis in patients with non-small cell lung cancer. J Cancer Res Clin Oncol 2019; 146:273-285. [PMID: 31641854 PMCID: PMC6942024 DOI: 10.1007/s00432-019-03059-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2019] [Accepted: 10/16/2019] [Indexed: 01/14/2023]
Abstract
Purpose The mammalian target of rapamycin complex 1 (mTORC1) signaling pathway plays a vital role in cancer development and progression. This study aimed to investigate the relationship between genotype variants in mTORC1 pathway and the risk of brain metastasis (BM) in patients with non-small cell lung cancer (NSCLC). Methods We extracted genomic DNA from blood samples of 501 NSCLC patients and genotyped eight single-nucleotide polymorphisms (SNPs) in three core genes [mammalian target of rapamycin (mTOR), mammalian lethal with sec-13 protein 8 (mLST8) and regulatory-associated protein of mTOR (RPTOR)] of the mTORC1 pathway. The associations between these SNPs and the risk of BM development were assessed. Results The AG/GG genotype of mLST8:rs26865 and TC/CC genotype of mLST8:rs3160 were associated with an increased risk of BM [hazard ratios (HR) 2.938, 95% confidence interval (CI) 1.664–5.189, p < 0.001 and HR = 2.490, 95% CI = 1.543–4.016, p < 0.001, respectively]. These risk polymorphisms had a cumulative effect on BM risk, with two risk genotypes exhibiting the highest increased risk (p < 0.001). Furthermore, these risk SNPs were associated with the lymph node metastasis (N2/3), body mass index (BMI) (≥ 25 kg/m2), high level of squamous cell carcinoma (SCC) antigen and Ki-67 proliferation index. Moreover, patients with AG/GG genotype of mLST8:rs26865 had significantly lower median overall survival than those with AA genotype (12.1 months versus 21.6 months, p = 0.04). Conclusions Our results indicate that polymorphisms in mTORC1 pathway were significantly associated with increased risk of BM and may be valuable biomarkers to identify NSCLC patients with a high risk of BM. Electronic supplementary material The online version of this article (10.1007/s00432-019-03059-y) contains supplementary material, which is available to authorized users.
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17
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Abstract
BACKGROUND Sepsis is a major cause of acute kidney injury (AKI), with high rates of morbidity and mortality. M2 macrophages have been shown to play important roles in the secretion of anti-inflammatory and tissue repair mediators. In this study, we investigate the role of M2 macrophages in sepsis-induced AKI by depleting these cells in vivo through the systemic administration of liposomal clodronate (LC). METHODS Male Sprague-Dawley rats were subjected to cecal ligation and puncture (CLP) or sham surgery. Biochemical and histological renal damage was assessed. Macrophage infiltration and M2 macrophage depletion were assessed by immunohistochemistry. RT-PCR was used to investigate the expression of the inducible nitric oxide synthase (iNOS), arginase 1 (Arg-1), and found in inflammatory zone 1 (FIZZ1) mRNAs. Western blots were performed to assay the tissue levels of interleukin-10 (IL-10) and tumor necrosis factor alpha (TNF-α). RESULTS M2 macrophages were obviously detected 72 h after sepsis-induced AKI. Kidney injury was more severe, renal function was decreased, and blood creatinine and blood urea nitrogen (BUN) levels were higher after M2 macrophage depletion. M2 macrophage depletion significantly inhibited the proliferation of tubular cells. M2 macrophage depletion also downregulated IL-10 expression and increased TNF-α secretion during sepsis-induced AKI. CONCLUSIONS M2 macrophages attenuate sepsis-induced AKI, presumably by upregulating IL-10 expression and suppressing TNF-α secretion.
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18
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Nardone V, Nanni S, Pastina P, Vinciguerra C, Cerase A, Correale P, Guida C, Giordano A, Tini P, Reginelli A, Cappabianca S, Pirtoli L. Role of perilesional edema and tumor volume in the prognosis of non-small cell lung cancer (NSCLC) undergoing radiosurgery (SRS) for brain metastases. Strahlenther Onkol 2019; 195:734-744. [PMID: 31123785 DOI: 10.1007/s00066-019-01475-0] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Accepted: 05/10/2019] [Indexed: 12/25/2022]
Abstract
AIM To assess the role of perilesional edema (PE) in non-small cell lung carcinoma (NSCLC) brain metastases (BM) undergoing radiosurgery (SRS). METHODS This series includes 46 patients with 1-2 BM treated with SRS, selected out of all patients referred for radiotherapy (RT) for BMs over 5 years (2013 to 2017). Both the PE and gross tumor volume (GTV) were contoured on MRI images, and the PE/GTV ratio and PE + GTV value (TV, total volume) were calculated. Our clinical endpoints were brain recurrence free-survival, divided into local brain control (in field, LBC) and distant brain control (out of field, DBC) and overall survival (OS). We analyzed the role of the previously described volumetric parameters and of known clinical prognosticators (disease specific GPA, DS-GPA; chemotherapy, CHT) with Cox regression analyses. RESULTS Only four patients (9%) developed in-field progression, whereas 10 patients (22%) showed new out-of-field BM and thirty-eight patients died in the follow up (83%). In univariate analysis, both volumetric parameters and clinical parameters were correlated with DBC and OS, whereas we did not find any correlation with LBC. In the multivariate analysis of DBC, the significant parameters were PE/GTV ratio (HR 0.302), sex (HR 0.131), and DS-GPA (HR 0.261). The OS multivariate analysis showed that the only significant parameters were DS-GPA (HR 0.478) and TV (HR: 1.038). CONCLUSION Our study, although with the limitations of a monocentric retrospective study analyzing a small cohort of patients, suggests the role of PE/GTV ratio for the development of new BMs. TV also seems to be correlated with OS, together with known clinical prognosticators. These findings, if validated in a larger prospective dataset, could help in selecting patients for the most suitable RT modality (or systemic therapy approach).
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Affiliation(s)
- Valerio Nardone
- Unit of Radiation Oncology, Ospedale del Mare, Viale della Metamorfosi, Naples, Italy.
| | - Sara Nanni
- Unit of Radiation Oncology, University Hospital of Siena, Siena, Italy
| | - Pierpaolo Pastina
- Unit of Radiation Oncology, University Hospital of Siena, Siena, Italy
| | - Claudia Vinciguerra
- Department of Medicine, Surgery and Neurosciences (Clinical Neurology and Neuro-metabolic Disorders), University of Siena, Siena, Italy
| | - Alfonso Cerase
- Unit of Neuro-Radiology, University Hospital of Siena, Siena, Italy
| | - Pierpaolo Correale
- Unit of Medical Oncology, Grand Metropolitan Hospital "Bianchi Melacrino Morelli" Reggio Calabria, Reggio Calabria, Italy
| | - Cesare Guida
- Unit of Radiation Oncology, Ospedale del Mare, Viale della Metamorfosi, Naples, Italy
| | - Antonio Giordano
- Sbarro Health Research Organization, Temple University, Philadelphia, PA, USA
- Department of Biology, College of Science and Technology, Temple University, Philadelphia, PA, USA
| | - Paolo Tini
- Unit of Radiation Oncology, University Hospital of Siena, Siena, Italy
- Sbarro Health Research Organization, Temple University, Philadelphia, PA, USA
| | - Alfonso Reginelli
- Department of Precision Medicine, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Salvatore Cappabianca
- Department of Precision Medicine, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Luigi Pirtoli
- Sbarro Health Research Organization, Temple University, Philadelphia, PA, USA
- Department of Biology, College of Science and Technology, Temple University, Philadelphia, PA, USA
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19
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Zhu L, Xue F, Cui Y, Liu S, Li G, Li J, Guan B, Zeng H, Bian W, Yang C, Zhao C. miR-155-5p and miR-760 mediate radiation therapy suppressed malignancy of non-small cell lung cancer cells. Biofactors 2019; 45:393-400. [PMID: 30901121 DOI: 10.1002/biof.1500] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2018] [Revised: 01/27/2019] [Accepted: 02/01/2019] [Indexed: 01/22/2023]
Abstract
MicroRNAs (miRNAs) play important roles in tumorigenesis of various cancers. Recent study suggested that miRNAs are involved in the therapeutic functions of radiation during cancer treatment. We found that radiation can decrease the migration and invasion of non-small cell lung cancer (NSCLC) cells. Mechanistically, radiation can significantly increase the expression of miR-155-5p and miR-760 in NSCLC cells. Knockdown of miR-155-5p and miR-760 can attenuate radiation suppressed proliferation of NSCLC cells. Among the various targets of miR-155-5p, radiation can decrease the expression of HIF-1α. Similarly, radiation can also suppress the expression of IL-6 via a miR-760 dependent pathway. Gain and loss of function studies confirmed that both HIF-1α and IL-6 were involved in the radiation suppressed proliferation of NSCLC cells. Collectively, our data showed that radiation can regulate the expression of miR-155-5p and miR-760 to suppress the malignancy of NSCLC cells. © 2019 BioFactors, 45(3):393-400, 2019.
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Affiliation(s)
- Lin Zhu
- Department of Radiotherapy, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang, China
| | - Feng Xue
- Department of Medical Oncology, Heilongjiang Provincial Hospital, Harbin, Heilongjiang, China
| | - Ying Cui
- Department of Radiotherapy, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang, China
| | - Shanshan Liu
- Department of Radiotherapy, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang, China
| | - Gen Li
- Department of Radiotherapy, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang, China
| | - Jian Li
- Department of Radiotherapy, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang, China
| | - Bixi Guan
- Department of Radiotherapy, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang, China
| | - Hai Zeng
- Department of General surgery, Hongqi Hospital Affiliated to Mudanjiang Medical University, Mudanjiang, Heilongjiang, China
| | - Weixin Bian
- Department of Medical Oncology, Heilongjiang Provincial Hospital, Harbin, Heilongjiang, China
| | - Chuan Yang
- Department of Medical Oncology, Heilongjiang Provincial Hospital, Harbin, Heilongjiang, China
| | - Chunbo Zhao
- Department of Radiotherapy, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang, China
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20
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Innovative Therapeutic Strategies for Effective Treatment of Brain Metastases. Int J Mol Sci 2019; 20:ijms20061280. [PMID: 30875730 PMCID: PMC6471202 DOI: 10.3390/ijms20061280] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2019] [Revised: 03/08/2019] [Accepted: 03/09/2019] [Indexed: 12/21/2022] Open
Abstract
Brain metastases are the most prevalent of intracranial malignancies. They are associated with a very poor prognosis and near 100% mortality. This has been the case for decades, largely because we lack effective therapeutics to augment surgery and radiotherapy. Notwithstanding improvements in the precision and efficacy of these life-prolonging treatments, with no reliable options for adjunct systemic therapy, brain recurrences are virtually inevitable. The factors limiting intracranial efficacy of existing agents are both physiological and molecular in nature. For example, heterogeneous permeability, abnormal perfusion and high interstitial pressure oppose the conventional convective delivery of circulating drugs, thus new delivery strategies are needed to achieve uniform drug uptake at therapeutic concentrations. Brain metastases are also highly adapted to their microenvironment, with complex cross-talk between the tumor, the stroma and the neural compartments driving speciation and drug resistance. New strategies must account for resistance mechanisms that are frequently engaged in this milieu, such as HER3 and other receptor tyrosine kinases that become induced and activated in the brain microenvironment. Here, we discuss molecular and physiological factors that contribute to the recalcitrance of these tumors, and review emerging therapeutic strategies, including agents targeting the PI3K axis, immunotherapies, nanomedicines and MRI-guided focused ultrasound for externally controlling drug delivery.
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21
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Koh YW, Lee SJ, Park SY. 18F-fluorodeoxyglucose positron emission tomography is correlated with the pathological necrosis and decreased microvessel density in lung adenocarcinomas. Ann Nucl Med 2018; 33:93-102. [PMID: 30324426 DOI: 10.1007/s12149-018-1309-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2018] [Accepted: 10/06/2018] [Indexed: 01/19/2023]
Abstract
OBJECTIVE We explored the relationship between preoperative 18F-FDG-PET parameters, tumor necrosis, and microvessel density (MVD) in patients with pulmonary adenocarcinomas. METHODS A total of 164 patients, who underwent surgical resection for lung adenocarcinoma, were reviewed retrospectively. The maximum standardized uptake value (SUVmax), peak SUV corrected for lean body mass (SULpeak), metabolic tumor volume (MTV), and total lesion glycolysis (TLG) values were measured by preoperative 18F-FDG-PET. The extent of tumor necrosis was examined and CD31 expression was evaluated to count the MVD. RESULTS The SUVmax, SULpeak, MTV, and TLG levels were significantly lower in patients exhibiting no necrosis compared to those with necrosis. When we divided the patients into two groups based on high vs. low PET parameter values, elevated SUVmax, SULpeak, MTV, and TLG values were significantly more associated with partial or diffuse necrosis than were lower values (p < 0.001). A negative correlation was evident between the MVD and SUVmax, MVD and SULpeak, MVD and MTV, and MVD and TLG. Tumor necrosis was correlated with a shorter overall survival (OS) (p = 0.007) and recur-free survival (RFS) (p < 0.001). However, multivariate analysis revealed that necrosis was not of prognostic significance. The SUVmax, MTV and TLG were associated with inferior OS or RFS rates in univariate analysis, however, not in multivariate analysis. CONCLUSION High-level FDG accumulation is correlated with tumor necrosis in lung adenocarcinoma.
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Affiliation(s)
- Young Wha Koh
- Department of Pathology, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Su Jin Lee
- Department of Nuclear Medicine and Molecular Imaging, Ajou University School of Medicine, 206 Worldcup-ro, Yeongtong-gu, Suwon-si, Gyeonggi-do, 16499, Republic of Korea.
| | - Seong Yong Park
- Department of Thoracic and Cardiovascular Surgery, Yonsei University College of Medicine, 50 Yonsei-ro, Seodaemun-gu, Seoul, 120-752, Republic of Korea.
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22
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Nardone V, Vinciguerra C, Federico A, Cerase A, Pirtoli L, Tini P. Perilesional edema in brain cancer: Independent prognosticator or epiphenomenon of biomolecular signature? Radiother Oncol 2018; 129:183-184. [PMID: 29331541 DOI: 10.1016/j.radonc.2017.12.020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2017] [Accepted: 12/19/2017] [Indexed: 11/22/2022]
Affiliation(s)
- Valerio Nardone
- Unit of Radiation Oncology, University Hospital of Siena, Siena, Italy; Istituto Toscano Tumori, Florence, Italy.
| | - Claudia Vinciguerra
- Unit of Clinical Neurology and Neurometabolic Disorders, Department of Medical, Surgical and Neurological Sciences, University of Siena, Siena, Italy
| | - Antonio Federico
- Unit of Clinical Neurology and Neurometabolic Disorders, Department of Medical, Surgical and Neurological Sciences, University of Siena, Siena, Italy
| | - Alfonso Cerase
- Unit of Neuro Radiology, University Hospital of Siena, Siena, Italy
| | - Luigi Pirtoli
- Unit of Radiation Oncology, University Hospital of Siena, Siena, Italy; Istituto Toscano Tumori, Florence, Italy; Department of Biology, College of Science and Technology, Temple University, Philadelphia, PA United States
| | - Paolo Tini
- Unit of Radiation Oncology, University Hospital of Siena, Siena, Italy; Istituto Toscano Tumori, Florence, Italy; Sbarro Health Research Organization, Temple University, Philadelphia, PA, United States
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23
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Wei DM, Chen WJ, Meng RM, Zhao N, Zhang XY, Liao DY, Chen G. Augmented expression of Ki-67 is correlated with clinicopathological characteristics and prognosis for lung cancer patients: an up-dated systematic review and meta-analysis with 108 studies and 14,732 patients. Respir Res 2018; 19:150. [PMID: 30103737 PMCID: PMC6088431 DOI: 10.1186/s12931-018-0843-7] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Accepted: 07/13/2018] [Indexed: 02/08/2023] Open
Abstract
Background Lung cancer ranks as the leading cause of cancer-related deaths worldwide and we performed this meta-analysis to investigate eligible studies and determine the prognostic effect of Ki-67. Methods In total, 108 studies in 95 articles with 14,732 patients were found to be eligible, of which 96 studies reported on overall survival (OS) and 19 studies reported on disease-free survival (DFS) with relation to Ki-67 expression in lung cancer patients. Results The pooled hazard ratio (HR) indicated that a high Ki-67 level could be a valuable prognostic factor for lung cancer (HR = 1.122 for OS, P < 0.001 and HR = 1.894 for DFS, P < 0.001). Subsequently, the results revealed that a high Ki-67 level was significantly associated with clinical parameters of lung cancer including age (odd ratio, OR = 1.246 for older patients, P = 0.018), gender (OR = 1.874 for males, P < 0.001) and smoking status (OR = 3.087 for smokers, P < 0.001). Additionally, significant positive correlations were found between Ki-67 overexpression and poorer differentiation (OR = 1.993, P = 0.003), larger tumor size (OR = 1.436, P = 0.003), and higher pathologic stages (OR = 1.867 for III-IV, P < 0.001). Furthermore, high expression of Ki-67 was found to be a valuable predictive factor for lymph node metastasis positive (OR = 1.653, P < 0.001) and advanced TNM stages (OR = 1.497 for stage III-IV, P = 0.024). Finally, no publication bias was detected in any of the analyses. Conclusions This study highlights that the high expression of Ki-67 is clinically relevant in terms of the prognostic and clinicopathological characteristics for lung cancer. Nevertheless, more prospective well-designed studies are warranted to validate these findings. Electronic supplementary material The online version of this article (10.1186/s12931-018-0843-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Dan-Ming Wei
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Wen-Jie Chen
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Rong-Mei Meng
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Na Zhao
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Xiang-Yu Zhang
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Dan-Yu Liao
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Gang Chen
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China.
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24
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Feng J, Sheng H, Zhu C, Qian X, Wan D, Su D, Chen X, Zhu L. Correlation of neuroendocrine features with prognosis of non-small cell lung cancer. Oncotarget 2018; 7:71727-71736. [PMID: 27687592 PMCID: PMC5342116 DOI: 10.18632/oncotarget.12327] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2016] [Accepted: 09/21/2016] [Indexed: 01/22/2023] Open
Abstract
The improvement in histological diagnostic tools, including neuroendocrine markers by immunohistochemistry (IHC), has led to increased recognition of non-small cell lung cancer (NSCLC) with neuroendocrine (NE) feature. However, little is known regarding the prevalence and clinical implications of NE feature in patients with NSCLC. In this study, we performed IHC in a tissue microarray containing 451 Chinese NSCLC cases, and analyzed correlation of the expression of neuroendocrine marker with pathological and clinical features of NSCLC. The result showed that NE feature in NSCLC was detectable in almost 30% of studied patients, and tumors with NE feature were significantly correlated with pathological classification, clinical stages and cell differentiation of NSCLC. Our data also revealed that NE feature indicated worse overall survival and disease free survival. Compared with mutant p53, NE markers showed more significance as for prognostic evaluation. Multi-factor COX analysis further suggested a potential clinical impact for NE feature as an independent indicator of poor prognosis for NSCLC patients.
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Affiliation(s)
- Jianguo Feng
- Key Laboratory Diagnosis and Treatment Technology on Thoracic Oncology, Hangzhou, Zhejiang 310022, China.,Cancer Research Institute, Zhejiang Cancer Hospital, Hangzhou, Zhejiang 310022, China
| | - Huaying Sheng
- Department of Thoracic Oncology, Zhejiang Cancer Hospital, Hangzhou, Zhejiang 310022, China
| | - Chihong Zhu
- Cancer Research Institute, Zhejiang Cancer Hospital, Hangzhou, Zhejiang 310022, China
| | - Xiaoqian Qian
- Cancer Research Institute, Zhejiang Cancer Hospital, Hangzhou, Zhejiang 310022, China
| | - Danying Wan
- Cancer Research Institute, Zhejiang Cancer Hospital, Hangzhou, Zhejiang 310022, China
| | - Dan Su
- Key Laboratory Diagnosis and Treatment Technology on Thoracic Oncology, Hangzhou, Zhejiang 310022, China.,Cancer Research Institute, Zhejiang Cancer Hospital, Hangzhou, Zhejiang 310022, China
| | - Xufeng Chen
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California 90095, USA
| | - Liming Zhu
- Department of Chemotherapy, Zhejiang Cancer Hospital, Hangzhou, Zhejiang 310022, China
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25
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5-ALA fluorescence of cerebral metastases and its impact for the local-in-brain progression. Oncotarget 2018; 7:66776-66789. [PMID: 27564260 PMCID: PMC5341837 DOI: 10.18632/oncotarget.11488] [Citation(s) in RCA: 62] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Accepted: 07/19/2016] [Indexed: 11/25/2022] Open
Abstract
Aim of the present study was to analyze the oncological impact of 5-ALA fluorescence of cerebral metastases. A retrospective analysis was performed for 84 patients who underwent 5-ALA fluorescence-guided surgery of a cerebral metastasis. Dichotomized fluorescence behavior was correlated to the histopathological subtype and primary site of the metastases, the degree of surgical resection on an early postoperative MRI within 72 hours after surgery, the local in-brain-progression rate and the overall survival. 34/84 metastases (40.5%) showed either strong or faint and 50 metastases (59.5%) no 5-ALA derived fluorescence. Neither the primary site of the cerebral metastases nor their subtype correlated with fluorescence behavior. The dichotomized 5-ALA fluorescence (yes vs. no) had no statistical influence on the degree of surgical resection. Local in-brain progression within or at the border of the resection cavity was observed in 26 patients (30.9%). A significant correlation between 5-ALA fluorescence and local in-brain-progression rate was observed and patients with 5-ALA-negative metastases had a significant higher risk of local recurrence compared to patients with 5-ALA positive metastases. After exclusion of the 20 patients without any form of adjuvant radiation therapy, there was a trend towards a relation of the 5-ALA behavior on the local recurrence rate and the time to local recurrence, although results did not reach significance anymore. Absence of 5-ALA-induced fluorescence may be a risk factor for local in-brain-progression but did not influence the mean overall survival. Therefore, the dichotomized 5-ALA fluorescence pattern might be an indicator for a more aggressive tumor.
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26
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Jin J, Zheng D, Liu Y. Correlation between the Expression of Topo IIα and Ki67 in breast cancer and its clinical Pathological characteristics. Pak J Med Sci 2017; 33:844-848. [PMID: 29067051 PMCID: PMC5648950 DOI: 10.12669/pjms.334.13143] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Objective: To investigate the expression of Topo IIα and Ki67 and its clinical significance. Methods: The clinical pathological data of one hundred and sixteen invasive breast cancer patients who were admitted into our hospital from July 2013 to December 2015 and underwent radical mastectomy were retrospectively analyzed. The expression of topoisomerase (Topo) IIα and Ki67 was detected using immunohistochemical method, and the correlation between the two kinds of proteins and the general clinical pathological characteristics of the patients was analyzed. Results: The positive expression rates of Topo IIα and Ki67 in breast cancer were 58.6% and 75% respectively. The expression of Topo IIα was in no apparent correlation with the age, tumor size, estrogen receptor (ER), progesterone receptor (PR) and human epidermal growth factor receptor 2 (HER-2) (P>0.05), but in a correlation with the number of metastatic lymph glands (P<0.05). The expression of Ki67 was in no apparent correlation with the age, tumor size, EP and HER-2, but in a correlation with the number of metastatic lymph glands and PR (P<0.05). The multi-factor logistic regression analysis results suggested that the number of metastatic lymph glands was the independent predictive factor of Topo IIα positive expression and the number of metastatic lymph glands and PR protein expression state are the independent predictive factors of Ki67 positive expression. Conclusion: Topo IIα and Ki67 can be regarded as the indicators for reflecting the proliferation activity of tumor cells, and the detection of Topo IIα and Ki67 expression is of great significance to the prognosis evaluation of breast cancer patients and clinical treatment.
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Affiliation(s)
- Jihai Jin
- Jihai Jin Department of Breast Surgery, Binzhou People's Hospital, Shandong 256600, China
| | - Dongxing Zheng
- Dongxing Zheng, Department of Oncology II, Binzhou People's Hospital, Shandong 256600, China
| | - Yujuan Liu
- Yujuan Liu, Department of Pediatrics, Binzhou People's Hospital, Shandong 256600, China
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27
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Ma M, Hua S, Li G, Wang S, Cheng X, He S, Wu P, Chen X. Prolyl hydroxylase domain protein 3 and asparaginyl hydroxylase factor inhibiting HIF-1 levels are predictive of tumoral behavior and prognosis in hepatocellular carcinoma. Oncotarget 2017; 8:12983-13002. [PMID: 28099905 PMCID: PMC5355071 DOI: 10.18632/oncotarget.14677] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2016] [Accepted: 01/09/2017] [Indexed: 01/22/2023] Open
Abstract
Hypoxia-inducible factors (HIFs) are key regulators in oxygen homeostasis. Their stabilization and activity are regulated by prolyl hydroxylase domain (PHD)-1, -2, -3 and factor inhibiting HIF (FIH). This study investigated the relation between these oxygen sensors and the clinical behaviors and prognosis of hepatocellular carcinoma (HCC). Tissue microarray and RT-PCR analysis of tumor tissues and adjacent non-tumor liver tissues revealed that mRNA and protein levels of both PHD3 and FIH were lower within tumors. The lower expression of PHD3 in tumor was associated with larger tumor size, incomplete tumor encapsulation, vascular invasion and higher Ki-67 LI (p < 0.05). The lower expression of FIH in tumor was associated with incomplete tumor encapsulation, vascular invasion, as well as higher TNM stage, BCLC stage, microvascular density and Ki-67 LI (p < 0.05). Patients with reduced expression of PHD3 or FIH had markedly shorter disease-free survival (DFS), lower overall survival (OS), or higher recurrence (p < 0.05), especially early recurrence. Patients with simultaneously reduced expression of PHD3 and FIH exhibited the least chance of forming tumor encapsulation, highest TNM stage (p < 0.0083), lowest OS and highest recurrence rate (p < 0.05). Multivariate analysis indicated that a lower expression of FIH independently predicted a poor prognosis in HCC. These findings indicate that downregulation of PHD3 and FIH in HCC is associated with more aggressive tumor behavior and a poor prognosis. PHD3 and FIH may be potential therapeutic targets for HCC treatment.
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Affiliation(s)
- Mingyang Ma
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Key Laboratory of Organ Transplantation, Ministry of Education and Ministry of Public Health, Wuhan 430030, China
| | - Shuyao Hua
- Department of Pathophysiology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Gang Li
- Department of Surgery, Liyuan Hospital, Huazhong University of Science and Technology, Wuhan 430077, China
| | - Sumei Wang
- Department of Pathophysiology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Xue Cheng
- Department of Pathophysiology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Songqing He
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning 530021, China.,Laboratory of Hepatobiliary and Pancreatic Surgery, Affiliated Hospital of Guilin Medical University, Guilin 541001, China.,Guangxi Key Laboratory of Molecular Medicine in Liver Injury and Repair, Guilin 541001, China
| | - Ping Wu
- Department of Pathophysiology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Xiaoping Chen
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Key Laboratory of Organ Transplantation, Ministry of Education and Ministry of Public Health, Wuhan 430030, China
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28
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Perilesional edema in brain metastasis from non-small cell lung cancer (NSCLC) as predictor of response to radiosurgery (SRS). Neurol Sci 2017; 38:975-982. [PMID: 28260188 DOI: 10.1007/s10072-017-2876-y] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Accepted: 02/24/2017] [Indexed: 01/08/2023]
Abstract
Radiosurgery (SRS) is widely used in the treatment of brain oligo-metastases from NSCLC. The aim of present study is to evaluate the extent of perilesional edema in brain metastases as predictive factor of treatment response. This single center retrospective study included 42 consecutive patients (January 2011-December 2014) with 1-2 brain metastasis from NSCLC treated with Radiosurgery (SRS). Extent of perilesional edema was measured as maximal extension from the edge of lesion and classified as minor (<10 mm) or major (≥10 mm). We analyzed Modality of Brain Recurrence (MBR), classified as in-field or out-of- field, and Brain Progression Free-Survival (BPFS) after treatment stratified according to extent of perilesional edema. Analyzing modality of brain recurrence and BPFS, after a median follow-up of 6 months, we found that patients with minor edema had a better radiological response to SRS with none in-field recurrences and a lower risk of the onset of new brain lesions (out-of-field recurrence). Instead, patients group with major edema had a worse response rate of lesions treated, further, a higher risk of out-of-field brain relapse. Extent of perilesional edema in brain metastasis from NSCLC could be a predictive factor of response and brain progression after SRS treatment alone.
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Wang M, Wang Q, Peng WJ, Hu JF, Wang ZY, Liu H, Huang LN. Testin is a tumor suppressor in non-small cell lung cancer. Oncol Rep 2016; 37:1027-1035. [PMID: 28000866 DOI: 10.3892/or.2016.5316] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2016] [Accepted: 07/14/2016] [Indexed: 11/05/2022] Open
Abstract
The Testin gene was previously identified in the fragile chromosomal region FRA7G at 7q31.2. It has been implicated in several types of cancers including prostate, ovarian, breast and gastric cancer. In the present study, we investigated the function of the candidate tumor-suppressor Testin gene in non-small cell lung cancer (NSCLC). In NSCLC cell lines, we observed lower expression of Testin compared to that noted in normal human bronchial epithelial cells. MTT assays, flow cytometry, clonogenic assay and invasion assay showed that the overexpression of the Testin gene inhibited cancer cell proliferation, invasion and colony formation. In tumor xenograft models, Testin markedly inhibited lung cancer cell xenograft formation and growth in athymic nude mice. Taken together, these data suggest that Testin plays an important role in the development and progression of NSCLC. Testin may be an effective novel target in NSCLC prevention and treatment.
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Affiliation(s)
- Ming Wang
- Department of Respiratory and Critical Care Medicine, Anhui Provincial Key Laboratory of Clinical Basic Research on Respiratory Disease, The First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui 233004, P.R. China
| | - Qian Wang
- Department of Respiration, The People's Hospital of Lingbi, Suzhou, Anhui 234000, P.R. China
| | - Wen-Jia Peng
- Department of Epidemiology and Health Statistics, Bengbu Medical College, Bengbu, Anhui 233004, P.R. China
| | - Jun-Feng Hu
- Department of Respiratory and Critical Care Medicine, Anhui Provincial Key Laboratory of Clinical Basic Research on Respiratory Disease, The First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui 233004, P.R. China
| | - Zu-Yi Wang
- Department of Cardiothoracic Surgery of the First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui 233004, P.R. China
| | - Hao Liu
- Department of Pharmacy, Engineering Technology Research Center of Biochemical Pharmaceuticals, The First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui 233004, P.R. China
| | - Li-Nian Huang
- Department of Respiratory and Critical Care Medicine, Anhui Provincial Key Laboratory of Clinical Basic Research on Respiratory Disease, The First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui 233004, P.R. China
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30
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Song B, Zhang Q, Yu M, Qi X, Wang G, Xiao L, Yi Q, Jin W. Ursolic acid sensitizes radioresistant NSCLC cells expressing HIF-1α through reducing endogenous GSH and inhibiting HIF-1α. Oncol Lett 2016; 13:754-762. [PMID: 28356955 PMCID: PMC5351155 DOI: 10.3892/ol.2016.5468] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2015] [Accepted: 10/26/2016] [Indexed: 12/25/2022] Open
Abstract
In previous studies, the present authors demonstrated that effective sensitization of ionizing radiation-induced death of tumor cells, including non-small cell lung cancer (NSCLC) cells, could be produced by oleanolic acid (OA), a pentacyclic triterpenoid present in plants. In the present study, it was investigated whether ursolic acid (UA), an isomer of OA, had also the capacity of sensitizing radioresistant NSCLC cells. The radioresistant cell line H1299/M-hypoxia inducible factor-1α (HIF-1α) was established by transfection with a recombinant plasmid expressing mutant HIF-1α (M-HIF-1α). Compared with parental H1299 cells and H1299 cells transfected with empty plasmid, H1299/M-HIF-1α cells had lower radiosensitivity. Following the use of UA to treat NSCLC cells, elevation of the radiosensitivity of cells was observed by MTT assay. The irradiated H1299/M-HIF-1α cells were more sensitive to UA pretreatment than the irradiated cells with empty plasmid and control. The alteration of DNA damage in the irradiated cells was further measured using micronucleus (MN) assay. The combination of UA treatment with radiation could induce the increase of cellular MN frequencies, in agreement with the change in the tendency observed in the cell viability assay. It was further shown that the endogenous glutathione (GSH) contents were markedly attenuated in the differently irradiated NSCLC cells with UA (80 µmol/l) pretreatment through glutathione reductase/5,5'-dithiobis-(2-nitrob-enzoic acid) (DTNB) recycling assay. The results revealed that UA treatment alone could effectively decrease the GSH content in H1299/M-HIF-1α cells. In addition, the inhibition of HIF-1α expression in radioresistant cells was confirmed by western blotting. It was then concluded that UA could upregulate the radiosensitivity of NSCLC cells, and in particular reduce the refractory response of cells expressing HIF-1α to ionizing radiation. The primary mechanism is associated with reduction of endogenous GSH and inhibition of high expression of intracellular HIF-1α. UA should therefore be deeply studied as a potential radiosensitizing reagent for NSCLC radiotherapy.
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Affiliation(s)
- Bing Song
- Department of Cardiology, First Affiliated Hospital, Anhui Medical University, Hefei, Anhui 230032, P.R. China
| | - Qian Zhang
- Teaching and Research Section of Nuclear Medicine, Anhui Medical University, Hefei, Anhui 230032, P.R. China
| | - Maohu Yu
- Teaching and Research Section of Nuclear Medicine, Anhui Medical University, Hefei, Anhui 230032, P.R. China
| | - Xinrong Qi
- Teaching and Research Section of Nuclear Medicine, Anhui Medical University, Hefei, Anhui 230032, P.R. China
| | - Gang Wang
- Teaching and Research Section of Nuclear Medicine, Anhui Medical University, Hefei, Anhui 230032, P.R. China
| | - Linlin Xiao
- Teaching and Research Section of Nuclear Medicine, Anhui Medical University, Hefei, Anhui 230032, P.R. China
| | - Qiyi Yi
- Teaching and Research Section of Nuclear Medicine, Anhui Medical University, Hefei, Anhui 230032, P.R. China
| | - Wensen Jin
- Teaching and Research Section of Nuclear Medicine, Anhui Medical University, Hefei, Anhui 230032, P.R. China
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31
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The impact of cerebral metastases growth pattern on neurosurgical treatment. Neurosurg Rev 2016; 41:77-86. [DOI: 10.1007/s10143-016-0760-5] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2016] [Revised: 05/11/2016] [Accepted: 06/07/2016] [Indexed: 11/30/2022]
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LIU LIANG, JI PING, QU NING, PU WEILIN, JIANG DAOWEN, LIU WEIYAN, LI YAQI, SHI RONGLIANG. The impact of high co-expression of Sp1 and HIF1α on prognosis of patients with hepatocellular cancer. Oncol Lett 2016; 12:504-512. [PMID: 27347172 PMCID: PMC4906840 DOI: 10.3892/ol.2016.4634] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2015] [Accepted: 04/12/2016] [Indexed: 12/12/2022] Open
Abstract
Transcription factor specificity protein 1 (Sp1) and hypoxia-inducible factor 1α (HIF1α) serve vital roles in tumor growth and metastasis. The present study aimed to evaluate the impact of co-expression of Sp1 and HIF1α on the prognosis of patients with hepatocellular cancer (HCC) using The Cancer Genome Atlas (TCGA) database and to validate the association between the expression levels of Sp1/HIF1α in HCC specimens and patient survival using immunohistochemical analysis. A total of 214 eligible patients with HCC from TCGA database were collected for the study. The expression profile of Sp1 and HIF1α were obtained from the TCGA RNAseq database. Clinicopathological characteristics, including age, height, weight, gender, race, ethnicity, family cancer history, serum α-fetoprotein (AFP), surgical procedures and TNM stage were collected. The Cox proportional hazards regression model and Kaplan-Meier curves were used to assess the relative factors. Receiver operating characteristic (ROC) curves for cancer-specific survival (CSS) prediction were plotted to compare the prediction ability of expression of Sp1 and HIF1α and their co-expression. The location and expression of Sp1 and HIF1α in the HCC tissues were detected by immunohistochemistry (IHC) to verify the association between these two genes and CSS. The results demonstrated that the expressions of Sp1 and HIF1α were significantly increased in the succumbed group (P=0.001), compared with the surviving group. The CSS rates were 60.1% at 3 years (1,067 days), 35.8% at 5 years (1,823 days) and 9.5% at 10 years (3,528 days). Multivariate Cox regression analysis demonstrated that only the high expression levels of Sp1 and HIF1α (≥2×103) were independent predictors for cancer mortality, with P=0.001 and P=0.029, respectively. The area under the curve for the ROC was found to be higher using the combination testing for two genes (0.751) in predicting cancer mortality, compared to a single gene (0.632 for Sp1 and 0.717 for HIF1α). Based on the cutoff points for gene expression, patients were divided into 3 groups: G1 (both genes <2×103), G2 (either gene ≥2×103) and G3 (both genes ≥2×103). The risk of cancer mortality increased with high expression of genes, and G3 exhibited a greater risk than G2 when compared with the G1 group (HR=5.420, 95% CI 2.767-10.616, P=0.001; HR=3.270, 95% CI 1.843-5.803, P=0.001). The IHC staining results indicated that patients who died of cancer presented with significantly higher expression levels of these genes compared with those that did not (P=0.001). In summary, high expression levels of Sp1 and HIF1α in HCC tissues were associated with poor prognosis; in particular, the co-expression of these two genes increased the risk of cancer mortality.
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Affiliation(s)
- LIANG LIU
- Department of Oncology, Fudan University Shanghai Cancer Center, Fudan University, Shanghai 200032, P.R. China
| | - PING JI
- Shanghai Public Health Clinical Center, Key Laboratory of Medical Molecular Virology of MOE/MOH, Fudan University, Shanghai 201508, P.R. China
| | - NING QU
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Fudan University, Shanghai 200032, P.R. China
| | - WEI-LIN PU
- Ministry of Education Key Laboratory of Contemporary Anthropology and State Key Laboratory of Genetic Engineering, Fudan University, Shanghai 200433, P.R. China
| | - DAO-WEN JIANG
- Department of General Surgery, Minhang Hospital, Fudan University, Shanghai 201199, P.R. China
| | - WEI-YAN LIU
- Department of General Surgery, Minhang Hospital, Fudan University, Shanghai 201199, P.R. China
| | - YA-QI LI
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Fudan University, Shanghai 200032, P.R. China
| | - RONG-LIANG SHI
- Department of Head and Neck Surgery, Fudan University Shanghai Cancer Center, Fudan University, Shanghai 200032, P.R. China
- Department of General Surgery, Minhang Hospital, Fudan University, Shanghai 201199, P.R. China
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Berghoff AS, Ilhan-Mutlu A, Dinhof C, Magerle M, Hackl M, Widhalm G, Hainfellner JA, Dieckmann K, Pichler J, Hutterer M, Melchardt T, Bartsch R, Zielinski CC, Birner P, Preusser M. Differential role of angiogenesis and tumour cell proliferation in brain metastases according to primary tumour type: analysis of 639 cases. Neuropathol Appl Neurobiol 2015; 41:e41-55. [PMID: 25256708 DOI: 10.1111/nan.12185] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2014] [Accepted: 09/22/2014] [Indexed: 12/25/2022]
Abstract
AIM We aimed to characterize angiogenesis and proliferation and their correlation with clinical characteristics in a large brain metastasis (BM) series. METHODS Ki67 proliferation index, microvascular density (MVD) and hypoxia-inducible factor 1 alpha (HIF-1 alpha) index were determined by immunohistochemistry in BM and primary tumour specimens. RESULTS Six hundred thirty-nine BM specimens of 639 patients with lung cancer (344/639; 53.8%), breast cancer (105/639; 16.4%), melanoma (67/639; 10.5%), renal cell carcinoma (RCC; 52/639; 8.1%) or colorectal cancer (CRC; 71/639; 11.1%) were available. Specimens of the corresponding primary tumour were available in 113/639 (17.7%) cases. Median Ki67 index was highest in CRC BM and lowest in RCC BM (P < 0.001). MVD and HIF-1 alpha index were both highest in RCC BM and lowest in melanoma BM (P < 0.001). Significantly higher Ki67 indices, MVD and HIF-1 alpha indices in the BM than in matched primary tumours were observed for breast cancer, non-small cell lung cancer (NSCLC) and CRC. Correlation of tissue-based parameters with overall survival in individual tumour types showed a favourable and independent prognostic impact of low Ki67 index [hazard ratio (HR) 1.015; P < 0.001] in NSCLC BM and of low Ki67 index (HR 1.027; P = 0.008) and high angiogenic activity (HR 1.877; P = 0.002) in RCC. CONCLUSION Our data argue for differential pathobiological and clinical relevance of Ki67 index, HIF1-alpha index and MVD between primary tumour types in BM patients. An independent prognostic impact of tissue-based characteristics was observed in patients with BM from NSCLC and RCC, supporting the incorporation of these tissue-based parameters into diagnosis-specific prognostic scores.
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Affiliation(s)
- Anna S Berghoff
- Institute of Neurology, Medical University of Vienna, Vienna, Austria; Comprehensive Cancer Center CNS Tumors Unit, Medical University of Vienna, Vienna, Austria; Department of Medicine I, Medical University of Vienna, Vienna, Austria
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Li S, Wu Z, Chen Y, Kang Z, Wang H, He P, Zhang X, Hu T, Zhang Q, Cai Y, Xu X, Guan M. Diagnostic and prognostic value of tissue and circulating levels of Ephrin-A2 in prostate cancer. Tumour Biol 2015; 37:5365-74. [PMID: 26561474 DOI: 10.1007/s13277-015-4398-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2015] [Accepted: 11/05/2015] [Indexed: 10/22/2022] Open
Abstract
Ephrin-A2, a member of the Eph/ephrin family, is associated with tumorigenesis and tumor progression. This study aimed to assess the diagnostic and prognostic value of both serum and tissue levels of Ephrin-A2 in prostate cancer (PCa) management. One hundred and forty-five frozen prostate tissues, 55 paraffin-embedded prostate tissues, 88 serum samples, and seven prostate cell lines (RWPE-1, LNCaP, LNCaP-LN3, PC-3, PC-3M, PC-3M-LN4, and DU145) were examined via quantitative reverse transcription-PCR (qRT-PCR), immunohistochemistry, enzyme-linked immunosorbent assay, and western blotting. Induced Ephrin-A2 messenger RNA (mRNA) or protein expression was detected in 8.6 % (5/58) benign prostatic hyperplasia (BPH), 59.8 % (52/87) PCa, and five prostate cancer cell lines. Ephrin-A2 immunostaining was present in 6.7 % (1/15) patients with BPHs and 62.5 % (25/40) clinically localized PCa. Accordingly, serum Ephrin-A2 was significantly higher in PCa patients compared to those in the BPH patients and controls (P < 0.001). The expression of Ephrin-A2 was higher in tumor patients with an elevated Gleason score or T3-T4 staging. Ephrin-A2 expression was correlated with Ki-67 expression in PCa patients, both at the gene scale and protein level. Our data indicate that Ephrin-A2 is a potential diagnostic and prognostic biomarker and a promising molecular therapeutic target to attenuate prostate cancer progression.
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Affiliation(s)
- Shibao Li
- Department of Laboratory Medicine, Huashan Hospital, Shanghai Medical School, Fudan University, 12 Central Urumqi Road, Shanghai, China.,Department of Laboratory Medicine, The Affiliated Hospital of Xuzhou Medical College, Xuzhou, Jiangsu, China
| | - Zhiyuan Wu
- Department of Laboratory Medicine, Huashan Hospital North, Fudan University, Shanghai, China
| | - Yuming Chen
- Department of Laboratory Medicine, Huashan Hospital, Shanghai Medical School, Fudan University, 12 Central Urumqi Road, Shanghai, China
| | - Zhihua Kang
- Department of Laboratory Medicine, Huashan Hospital, Shanghai Medical School, Fudan University, 12 Central Urumqi Road, Shanghai, China
| | - Hua Wang
- Department of Laboratory Medicine, Huashan Hospital, Shanghai Medical School, Fudan University, 12 Central Urumqi Road, Shanghai, China
| | - Ping He
- Department of Laboratory Medicine, Shanghai Tenth People's Hospital, Tongji University, Shanghai, China
| | - Xinju Zhang
- Central Laboratory, Huashan Hospital, Shanghai Medical School, Fudan University, Shanghai, China
| | - Tingting Hu
- Department of Laboratory Medicine, Huashan Hospital, Shanghai Medical School, Fudan University, 12 Central Urumqi Road, Shanghai, China
| | - Qunfeng Zhang
- Department of Laboratory Medicine, Huashan Hospital, Shanghai Medical School, Fudan University, 12 Central Urumqi Road, Shanghai, China.,Department of Laboratory Medicine, The Fifth People's Hospital of Shanghai, Fudan University, Shanghai, China
| | - Yanqun Cai
- Department of Laboratory Medicine, Huashan Hospital, Shanghai Medical School, Fudan University, 12 Central Urumqi Road, Shanghai, China.,Department of Laboratory Medicine, Taizhou Municipal Hospital, Taizhou, Zhejiang, China
| | - Xiao Xu
- Central Laboratory, Huashan Hospital, Shanghai Medical School, Fudan University, Shanghai, China
| | - Ming Guan
- Department of Laboratory Medicine, Huashan Hospital, Shanghai Medical School, Fudan University, 12 Central Urumqi Road, Shanghai, China. .,Department of Laboratory Medicine, Huashan Hospital North, Fudan University, Shanghai, China. .,Central Laboratory, Huashan Hospital, Shanghai Medical School, Fudan University, Shanghai, China.
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Expression profiling of angiogenesis-related genes in brain metastases of lung cancer and melanoma. Tumour Biol 2015; 37:1173-82. [PMID: 26277786 DOI: 10.1007/s13277-015-3790-7] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2015] [Accepted: 07/09/2015] [Indexed: 11/25/2022] Open
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Berghoff AS, Preusser M. The future of targeted therapies for brain metastases. Future Oncol 2015; 11:2315-27. [DOI: 10.2217/fon.15.127] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Brain metastases (BM) are an increasing challenge in the management of patients with advanced cancer. Treatment options for BM are limited and mainly focus on the application of local therapies. Systemic therapies including targeted therapies are only poorly investigated, as patients with BM were frequently excluded from clinical trials. Several targeted therapies have shown promising activity in patients with BM. In the present review we discuss existing and emerging targeted therapies for the most frequent BM primary tumor types. We focus on challenges in the conduction of clinical trials on targeted therapies in BM patients such as patient selection, combination with radiotherapy, the obstacles of the blood–brain barrier and the definition of study end points.
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Affiliation(s)
- Anna S Berghoff
- Department for Medicine I, Comprehensive Cancer Center Central Nervous System Unit (CCC-CNS), Clinical Division of Oncology, Medical University of Vienna, Vienna, Austria
- Comprehensive Cancer Center – CNS Tumors Unit, Medical University of Vienna, Vienna, Austria
| | - Matthias Preusser
- Department for Medicine I, Comprehensive Cancer Center Central Nervous System Unit (CCC-CNS), Clinical Division of Oncology, Medical University of Vienna, Vienna, Austria
- Comprehensive Cancer Center – CNS Tumors Unit, Medical University of Vienna, Vienna, Austria
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Preusser M, Berghoff AS, Koller R, Zielinski CC, Hainfellner JA, Liebmann-Reindl S, Popitsch N, Geier CB, Streubel B, Birner P. Spectrum of gene mutations detected by next generation exome sequencing in brain metastases of lung adenocarcinoma. Eur J Cancer 2015; 51:1803-11. [PMID: 26164066 DOI: 10.1016/j.ejca.2015.06.107] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2015] [Revised: 06/15/2015] [Accepted: 06/19/2015] [Indexed: 12/30/2022]
Abstract
BACKGROUND Brain metastases (BM) are a life-threatening complication. We aimed to analyse gene mutations in lung adenocarcinoma BM. METHODS We performed next generation sequencing (NGS) of a pre-defined set of 48 cancer-related genes in a cohort of 76 neurosurgical lung adenocarcinoma BM specimens using a cancer specific gene panel on the MiSeq platform (Illumina, San Diego, CA). NGS results were statistically correlated to patient characteristics. Data on ALK, ROS1, MET and FGFR1 gene status assessed by FISH were available from previous studies in the majority of patients. RESULTS Twenty-nine (60.4%) of the 48 investigated cancer-related genes were mutated in at least one BM sample and 64 (84.2%) of the 76 BM samples carried at least one mutated gene. The number of mutated genes per sample ranged from 0 to 9 (median 2). The most commonly mutated genes were TP53, KRAS and CDKN2A, which were affected in 35/76 (46.1%), 29/76 (38.2%) and 17/76 (22.4%) samples, respectively. Other potentially druggable alterations included EGFR mutations (3/76, 3.9% of samples), PIK3CA mutation (2/76, 2.6%), BRAF mutation (1/76, 1.3%) and SMO mutation (1/76, 1.3%). Presence of KRAS mutations was associated with positive smoking history (p=0.015, Chi square test) and presence of EGFR mutation correlated with unfavourable overall survival time from BM diagnosis (p=0.019, log rank test). CONCLUSIONS Deleterious gene mutations, some of them with potential therapeutic implications, are found in a high fraction of lung adenocarcinoma BM.
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Affiliation(s)
- Matthias Preusser
- Department of Medicine I, Medical University of Vienna, Austria; Comprehensive Cancer Center, Central Nervous System Unit (CCC-CNS), Medical University of Vienna, Austria
| | - Anna S Berghoff
- Department of Medicine I, Medical University of Vienna, Austria; Comprehensive Cancer Center, Central Nervous System Unit (CCC-CNS), Medical University of Vienna, Austria
| | - Romina Koller
- Department of Medicine I, Medical University of Vienna, Austria; Comprehensive Cancer Center, Central Nervous System Unit (CCC-CNS), Medical University of Vienna, Austria
| | - Christoph C Zielinski
- Department of Medicine I, Medical University of Vienna, Austria; Comprehensive Cancer Center, Central Nervous System Unit (CCC-CNS), Medical University of Vienna, Austria
| | - Johannes A Hainfellner
- Institute of Neurology, Medical University of Vienna, Austria; Comprehensive Cancer Center, Central Nervous System Unit (CCC-CNS), Medical University of Vienna, Austria
| | | | - Niko Popitsch
- Center for Integrative Bioinformatics Vienna (CIBIV), University of Vienna and Medical University of Vienna and Oxford NIHR Biomedical Research Centre, Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Christoph B Geier
- Immunology Outpatient Clinic, Schwarzspanierstraße 15/1/9, A-1090 Vienna, Austria
| | - Berthold Streubel
- Core facilities, Medical University of Vienna, Vienna, Austria; Comprehensive Cancer Center, Central Nervous System Unit (CCC-CNS), Medical University of Vienna, Austria.
| | - Peter Birner
- Department of Pathology, Medical University of Vienna, Vienna, Austria; Comprehensive Cancer Center, Central Nervous System Unit (CCC-CNS), Medical University of Vienna, Austria
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Peng M, Peng F, Zhang C, Wang Q, Li Z, Hu H, Liu S, Xu B, Zhu W, Han Y, Lin Q. Preoperative Prediction of Ki-67 Labeling Index By Three-dimensional CT Image Parameters for Differential Diagnosis Of Ground-Glass Opacity (GGO). PLoS One 2015; 10:e0129206. [PMID: 26061252 PMCID: PMC4465676 DOI: 10.1371/journal.pone.0129206] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2015] [Accepted: 05/07/2015] [Indexed: 12/16/2022] Open
Abstract
The aim of this study was to predict Ki-67 labeling index (LI) preoperatively by three-dimensional (3D) CT image parameters for pathologic assessment of GGO nodules. Diameter, total volume (TV), the maximum CT number (MAX), average CT number (AVG) and standard deviation of CT number within the whole GGO nodule (STD) were measured by 3D CT workstation. By detection of immunohistochemistry and Image Software Pro Plus 6.0, different Ki-67 LI were measured and statistically analyzed among preinvasive adenocarcinoma (PIA), minimally invasive adenocarcinoma (MIA) and invasive adenocarcinoma (IAC). Receiver operating characteristic (ROC) curve, Spearman correlation analysis and multiple linear regression analysis with cross-validation were performed to further research a quantitative correlation between Ki-67 labeling index and radiological parameters. Diameter, TV, MAX, AVG and STD increased along with PIA, MIA and IAC significantly and consecutively. In the multiple linear regression model by a stepwise way, we obtained an equation: prediction of Ki-67 LI=0.022*STD+0.001* TV+2.137 (R=0.595, R’s square=0.354, p<0.001), which can predict Ki-67 LI as a proliferative marker preoperatively. Diameter, TV, MAX, AVG and STD could discriminate pathologic categories of GGO nodules significantly. Ki-67 LI of early lung adenocarcinoma presenting GGO can be predicted by radiologic parameters based on 3D CT for differential diagnosis.
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Affiliation(s)
- Mingzheng Peng
- Department of Thoracic Surgery, Shanghai First People’s Hospital Affiliated to The Shanghai Jiao Tong University School Of Medicine, Shanghai, China
| | - Fei Peng
- Department of Nephrology, People's Hospital of Hunan Province Affiliated to Hunan Normal University School Of Medicine, Changsha, Hunan Province, China
| | - Chengzhong Zhang
- Department of Radiology, Shanghai First People’s Hospital Affiliated to The Shanghai Jiao Tong University School Of Medicine, Shanghai, China
| | - Qingguo Wang
- Department of Radiology, Shanghai First People’s Hospital Affiliated to The Shanghai Jiao Tong University School Of Medicine, Shanghai, China
| | - Zhao Li
- Department of Thoracic Surgery, Shanghai First People’s Hospital Affiliated to The Shanghai Jiao Tong University School Of Medicine, Shanghai, China
| | - Haiyang Hu
- Department of Thoracic Surgery, Shanghai First People’s Hospital Affiliated to The Shanghai Jiao Tong University School Of Medicine, Shanghai, China
| | - Sida Liu
- Department of Thoracic Surgery, Shanghai First People’s Hospital Affiliated to The Shanghai Jiao Tong University School Of Medicine, Shanghai, China
| | - Binbin Xu
- Department of Thoracic Surgery, Shanghai First People’s Hospital Affiliated to The Shanghai Jiao Tong University School Of Medicine, Shanghai, China
| | - Wenzhuo Zhu
- Department of Thoracic Surgery, Shanghai First People’s Hospital Affiliated to The Shanghai Jiao Tong University School Of Medicine, Shanghai, China
| | - Yudong Han
- Department of Thoracic Surgery, Shanghai First People’s Hospital Affiliated to The Shanghai Jiao Tong University School Of Medicine, Shanghai, China
| | - Qiang Lin
- Department of Thoracic Surgery, Shanghai First People’s Hospital Affiliated to The Shanghai Jiao Tong University School Of Medicine, Shanghai, China
- * E-mail:
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Zhou M, Li M, Yang H, Hu C. [Therapeutical effects of pleural injecting recombinant human endostain to
malignant pleural effusion nude mice model]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2015; 18:266-71. [PMID: 25975296 PMCID: PMC6015210 DOI: 10.3779/j.issn.1009-3419.2015.05.03] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
背景与目的 恶性胸腔积液(malignant pleural effusion, MPE)临床预后不佳,胸腔内抗血管治疗可能对恶性胸腔积液具有治疗作用,本研究旨在探讨胸腔内注射重组人血管内皮抑素、顺铂、重组人血管内皮抑素联合顺铂对裸鼠恶性胸腔积液的治疗作用。 方法 BALB/c裸鼠胸膜腔内注射Lewis肺癌细胞(Lewis lung cancer cell, LCC)构建恶性胸腔积液模型,造模后分别胸腔内注射重组人血管内皮抑素(E)、顺铂(P)以及重组人血管内皮抑素联合顺铂(EP)并分析各组裸鼠胸腔积液量、胸膜肿瘤微血管密度(micro vessel density, MVD)以及血管生成、凋亡相关基因的表达变化。 结果 重组人血管内皮抑素及重组人血管内皮抑素联合顺铂胸腔内注射可以使裸鼠MPE量减少,且与裸鼠胸腔肿瘤组织MVD下降呈正相关;且重组人血管内皮抑素及重组人血管内皮抑素联合顺铂胸腔内注射后,MPE裸鼠胸腔肿瘤组织血管内皮生长因子(Vescular epidermal growth factor-α, VEGF-α)表达下降、低氧诱导因子-α(hypoxia induced factor-1, HIF1-α)表达升高。 结论 胸腔内注射LLC细胞可成功制作裸鼠MPE模型。重组人血管内皮抑素裸鼠胸膜腔内注射对MPE裸鼠具有治疗作用,其治疗作用可能是通过下调VEGF-α,抑制肿瘤新生血管生成,下调微血管密度而达成的。
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Affiliation(s)
- Ming Zhou
- Department of Respiratory Medicine, Xiangya Hospital, Center South University, Hunan 410008, China
| | - Min Li
- Department of Respiratory Medicine, Xiangya Hospital, Center South University, Hunan 410008, China
| | - Huaping Yang
- Department of Respiratory Medicine, Xiangya Hospital, Center South University, Hunan 410008, China
| | - Chengping Hu
- Department of Respiratory Medicine, Xiangya Hospital, Center South University, Hunan 410008, China
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Berghoff AS, Kovanda AK, Melchardt T, Bartsch R, Hainfellner JA, Sipos B, Schittenhelm J, Zielinski CC, Widhalm G, Dieckmann K, Weller M, Goodman SL, Birner P, Preusser M. αvβ3, αvβ5 and αvβ6 integrins in brain metastases of lung cancer. Clin Exp Metastasis 2014; 31:841-51. [PMID: 25150423 DOI: 10.1007/s10585-014-9675-0] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2014] [Accepted: 08/13/2014] [Indexed: 11/26/2022]
Abstract
Integrins are transmembranous adhesion molecules postulated to be involved in the brain metastatic cascade. We investigated the correlation of alpha v beta 3 (αvβ3), alpha v beta 5 (αvβ5) and alpha v beta 6 (αvβ6) integrin isoform expression with clinical characteristics including survival times in lung cancer patients with brain metastases (BM). All BM from lung cancer operated at our institution between 1990 and 2011, were identified; where available, primary tumors were retrieved as well. Immunohistochemical analysis for αvβ3, αvβ5 and αvβ6 integrin subunits was performed and correlated with Ki67 and hypoxia-inducible factor (HIF)-1α indexes. Clinical data including survival data were obtained by chart review. 191 BM specimens of 191 patients with histologically confirmed lung cancer (172 non-small cell lung cancer and 19 small cell lung cancer) were included. In 18 patients matched primary tumor samples were available. αvβ6 expression was commonly found on BM tumor cells (103/191; 53.9 %) and showed a significant association with low Ki67 proliferation indices (46 vs. 36 %, p = 0.001, Mann-Whitney U test) and favorable survival times (p = 0.020; log rank test) in patients with non-squamous NSCLC BM. αvβ5 expression was highly expressed on vascular structures (167/191; 87.4 %) and tumor stroma in BM (151/191; 79.1 %) and associated with high HIF-1α indices (60 vs. 90, p = 0.007, Mann-Whitney U test). αvβ3 expression was more frequently found on vascular structures in BM than in primary tumors (68.1 vs. 5.6 %; p = 0.645; Chi square test) and its expression in BM tumor cells correlated with low Ki67 indices (41 vs. 28 %; p = 0.046, Mann-Whitney U test). Expression of αv integrin subunits seem to be of pathobiological and clinical relevance in patients with NSCLC BM. Further investigations of their involvement in the brain metastatic cascade and their role as biomarkers are warranted.
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Preusser M, Streubel B, Berghoff AS, Hainfellner JA, von Deimling A, Widhalm G, Dieckmann K, Wöhrer A, Hackl M, Zielinski C, Birner P. Amplification and overexpression of CMET is a common event in brain metastases of non-small cell lung cancer. Histopathology 2014; 65:684-92. [PMID: 25039982 DOI: 10.1111/his.12475] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2014] [Accepted: 06/11/2014] [Indexed: 01/15/2023]
Abstract
BACKGROUND CMET represents an emerging therapy target for monoclonal antibodies and tyrosine kinase inhibitors in non-small cell lung cancer (NSCLC). METHODS We investigated CMET gene amplification status by fluorescence in-situ hybridization (FISH) and CMET protein expression by immunohistochemistry in a large series of 209 NSCLC brain metastases (BM; 165 adenocarcinoma, 20 squamous cell carcinoma, 11 adenosquamous carcinomas, 11 large cell carcinomas and two large cell neuroendocrine carcinomas) and correlated our results to clinic-pathological parameters and molecular data from previous studies. RESULTS We found CMET gene amplification in 36/167 (21.6%) and CMET protein expression in 87/196 (44.4%) of evaluable BM. There was a strong correlation between the presence of CMET gene amplification and CMET protein expression (P < 0.001, chi-square test). Furthermore, presence of CMET amplification correlated positively with presence of ALK amplifications (P = 0.039, chi-square test) and high HIF1 alpha index (P = 0.013, Mann-Whitney U-test). Neither CMET expression nor CMET gene amplification status correlated with patient outcome parameters or known prognostic factors. CONCLUSIONS CMET overexpression and CMET amplification are commonly found in NSCLC BM and may represent a promising therapeutic target.
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Affiliation(s)
- Matthias Preusser
- Department of Internal Medicine 1, Medical University of Vienna, Vienna, Austria; Comprehensive Cancer Center, CNS Unit, Medical University of Vienna, Vienna, Austria
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