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Overexpression of P4HA1 Is Correlated with Poor Survival and Immune Infiltrates in Lung Adenocarcinoma. BIOMED RESEARCH INTERNATIONAL 2020; 2020:8024138. [PMID: 33299876 PMCID: PMC7707939 DOI: 10.1155/2020/8024138] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/30/2020] [Revised: 10/24/2020] [Accepted: 11/03/2020] [Indexed: 01/05/2023]
Abstract
Lung adenocarcinoma (LUAD) is a major pathological type of lung cancer. Understanding the mechanism of LUAD at the molecular level is important for a clinical decision. In this study, we use bioinformatic analysis to explore the prognostic value of P4HA1 in lung adenocarcinoma (LUAD) and the relationship with prognosis and tumor-infiltrating immune cells (TIICs). The results showed that the expression of P4HA1 was significantly higher in tumor tissues than in normal tissues for LUAD patients. Upregulated P4HA1 was related to stage and T classification. Kaplan-Meier analysis indicated that upregulation of P4HA1 was significantly related to worse overall survival (OS). Univariate and multivariate Cox analysis indicated P4HA1 remained to be an independent prognostic factor. GSEA showed that several cancer-related and immune-related signaling pathways exhibited prominently differential enrichment in P4HA1-high expression phenotype. In addition, the expression of P4HA1 was significantly correlated with proportion of several TIICs, particularly B cells and CD4+ T cells. In conclusion, our study confirmed that P4HA1 is a promising biomarker of poor prognosis and relates to immune infiltrates in LUAD.
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Du X, Wang S, Liu X, He T, Lin X, Wu S, Wang D, Li J, Huang W, Yang H. MiR-1307-5p targeting TRAF3 upregulates the MAPK/NF-κB pathway and promotes lung adenocarcinoma proliferation. Cancer Cell Int 2020; 20:502. [PMID: 33061854 PMCID: PMC7552495 DOI: 10.1186/s12935-020-01595-z] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Accepted: 10/06/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Non-small cell lung cancer (NSCLC) includes lung adenocarcinoma (LUAD) and lung squamous cell carcinoma (LUSC). MicroRNA (miRNA) plays an important role in the regulation of post-transcriptional gene expression in animals and plants, especially in lung adenocarcinoma. METHODS MiR-1307-5p is an miRNA with significant differences screened by the second generation of high-throughput sequencing in the early stage of our research group. In the current study, a series of in vitro and in vivo experiments were carried out. MiR-1307-5p mimic, miR-1307-5p inhibitor, and NC were transfected into A549 and H1299 lung adenocarcinoma cells. The correlation between miR-1307-5p and clinicopathological features in pathological samples was analyzed using a lung adenocarcinoma tissue microarray, and miR-1307-5p expression was detected by qPCR. CCK-8, EdU, colony formation, scratch test, and Transwell assays were used to observe cell proliferation and migration. Double luciferase assay, western blot, qPCR, and immunohistochemistry were employed in confirming the target relationship between miR-1307-5p and TRAF3. Western blotting was used to analyze the relationship between miR-1307-5p and the NF-κB/MAPK pathway. Finally, the effect of miR-1307-5p on tumor growth was studied using a subcutaneous tumorigenesis model in nude mice. RESULTS Increased miR-1307-5p expression was significantly related to decreased overall survival rate of lung adenocarcinoma patients, revealing miR-1307-5p as a potential oncogene in lung adenocarcinoma. MiR-1307-5p mimic significantly promoted while miR-1307-5p inhibitor reduced the growth and proliferation of A549 and H1299 cells. MiR-1307-5p overexpression significantly enhanced the migration ability while miR-1307-5p inhibition reduced the migration ability of A549 and H1299 cells. Target binding of miR-1307-5p to TRAF3 was confirmed by double luciferase assay, western blot, qPCR, and immunohistochemistry. miR-1307-5p caused degradation of TRAF3 mRNA and protein. MiR-1307-5p targeted TRAF3 and activated the NF-κB/MAPK pathway. TRAF3 colocalized with p65 and the localization of TRAF3 and p65 changed in each treatment group. Tumor volume of the lv-miR-1307-5p group was significantly larger than that of the lv-NC group, and that of the lv-miR-1307-5p-inhibitor group was significantly smaller than that of the lv-NC group. CONCLUSION In conclusion, miR-1307-5p targets TRAF3 and activates the NF-κB/MAPK pathway to promote proliferation in lung adenocarcinoma.
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Affiliation(s)
- Xinyue Du
- School of Pharmacy, Guangdong Medical University, Zhanjiang, China
| | - Shuangmiao Wang
- Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Xingyan Liu
- Dongguan Scientific Research Center, Guangdong Medical University, Zhanjiang, China
| | - Tao He
- Department of Biology, School of Basic Medical Sciences of Guangdong Medical University, Guangzhou, China
| | - Xiangui Lin
- School of Pharmacy, Guangdong Medical University, Zhanjiang, China
| | - Simin Wu
- School of Pharmacy, Guangdong Medical University, Zhanjiang, China
| | - Dan Wang
- School of Pharmacy, Guangdong Medical University, Zhanjiang, China
| | - Jiao Li
- School of Pharmacy, Guangdong Medical University, Zhanjiang, China
| | - Wenhua Huang
- School of Pharmacy, Guangdong Medical University, Zhanjiang, China
- National Key Discipline of Human Anatomy, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Huiling Yang
- School of Pharmacy, Guangdong Medical University, Zhanjiang, China
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The association between HPV gene expression, inflammatory agents and cellular genes involved in EMT in lung cancer tissue. BMC Cancer 2020; 20:916. [PMID: 32972386 PMCID: PMC7517685 DOI: 10.1186/s12885-020-07428-6] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Accepted: 09/16/2020] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Lung cancer is a leading cause of cancer morbidity and mortality worldwide. Several studies have suggested that Human papillomavirus (HPV) infection is an important risk factor in the development of lung cancer. In this study, we aim to address the role of HPV in the development of lung cancer mechanistically by examining the induction of inflammation and epithelial-mesenchymal transition (EMT) by this virus. METHODS In this case-control study, tissue samples were collected from 102 cases with lung cancer and 48 controls. We examined the presence of HPV DNA and also the viral genotype in positive samples. We also examined the expression of viral genes (E2, E6 and E7), anti-carcinogenic genes (p53, retinoblastoma (RB)), and inflammatory cytokines in HPV positive cases. RESULTS HPV DNA was detected in 52.9% (54/102) of the case samples and in 25% (12/48) of controls. A significant association was observed between a HPV positive status and lung cancer (OR = 3.37, 95% C.I = 1.58-7.22, P = 0.001). The most prevalent virus genotype in the patients was type 16 (38.8%). The expression of p53 and RB were decreased while and inflammatory cytokines were increased in HPV-positive lung cancer and HPV-positive control tissues compared to HPV-negative lung cancer and HPV-negative control tissues. Also, the expression level of E-cad and PTPN-13 genes were decreased in HPV- positive samples while the expression level of SLUG, TWIST and N-cad was increased in HPV-positive samples compared to negative samples. CONCLUSION Our study suggests that HPV infection drives the induction of inflammation and EMT which may promote in the development of lung cancer.
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Ma C, Luo H, Cao J, Zheng X, Zhang J, Zhang Y, Fu Z. Identification of a Novel Tumor Microenvironment-Associated Eight-Gene Signature for Prognosis Prediction in Lung Adenocarcinoma. Front Mol Biosci 2020; 7:571641. [PMID: 33102522 PMCID: PMC7546815 DOI: 10.3389/fmolb.2020.571641] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Accepted: 08/19/2020] [Indexed: 12/15/2022] Open
Abstract
Background Lung cancer has become the most common cancer type and caused the most cancer deaths. Lung adenocarcinoma (LUAD) is one of the major types of lung cancer. Accumulating evidence suggests the tumor microenvironment is correlated with the tumor progress and the patient's outcome. This study aimed to establish a gene signature based on tumor microenvironment that can predict patients' outcomes for LUAD. Methods Dataset TCGA-LUAD, downloaded from the TCGA portal, were taken as training cohort, and dataset GSE72094, obtained from the GEO database, was set as validation cohort. In the training cohort, ESTIMATE algorithm was applied to find intersection differentially expressed genes (DEGs) among tumor microenvironment. Kaplan-Meier analysis and univariate Cox regression model were performed on intersection DEGs to preliminarily screen prognostic genes. Besides, the LASSO Cox regression model was implemented to build a multi-gene signature, which was then validated in the validation cohorts through Kaplan-Meier, Cox, and receiver operating characteristic curve (ROC) analyses. In addition, the correlation between tumor mutational burden (TMB) and risk score was evaluated by Spearman test. GSEA and immune infiltrating analyses were conducted for understanding function annotation and the role of the signature in the tumor microenvironment. Results An eight-gene signature was built, and it was examined by Kaplan-Meier analysis, revealing that a significant overall survival difference was seen. The eight-gene signature was further proven to be independent of other clinico-pathologic parameters via the Cox regression analyses. Moreover, the ROC analysis demonstrated that this signature owned a better predictive power of LUAD prognosis. The eight-gene signature was correlated with TMB. Furthermore, GSEA and immune infiltrating analyses showed that the exact pathways related to the characteristics of eight-genes signature, and identified the vital roles of Mast cells resting and B cells naive in the prognosis of the eight-gene signature. Conclusion Identifying the eight-gene signature (INSL4, SCN7A, STAP1, P2RX1, IKZF3, MS4A1, KLRB1, and ACSM5) could accurately identify patients' prognosis and had close interactions with Mast cells resting and B cells naive, which may provide insight into personalized prognosis prediction and new therapies for LUAD patients.
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Affiliation(s)
- Chao Ma
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.,Berlin Institute of Health Center for Regenerative Therapies and Berlin-Brandenburg Center for Regenerative Therapies (BCRT), Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Huan Luo
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.,Klinik für Augenheilkunde, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Jing Cao
- Department of Human Anatomy, College of Basic Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Xiangyu Zheng
- Department of Laboratory Medicine, the Second Affiliated Hospital of Henan University of Chinese Medicine, Zhengzhou, China
| | - Jinjun Zhang
- Department of Laboratory Medicine, the Second Affiliated Hospital of Henan University of Chinese Medicine, Zhengzhou, China
| | - Yanmin Zhang
- Department of Laboratory Medicine, the Second Affiliated Hospital of Henan University of Chinese Medicine, Zhengzhou, China
| | - Zongqiang Fu
- Department of Laboratory Medicine, the Second Affiliated Hospital of Henan University of Chinese Medicine, Zhengzhou, China
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Identification of Key Genes of Prognostic Value in Clear Cell Renal Cell Carcinoma Microenvironment and a Risk Score Prognostic Model. DISEASE MARKERS 2020; 2020:8852388. [PMID: 32952743 PMCID: PMC7487089 DOI: 10.1155/2020/8852388] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 07/10/2020] [Accepted: 08/17/2020] [Indexed: 12/17/2022]
Abstract
Objective We aimed at identifying the key genes of prognostic value in clear cell renal cell carcinoma (ccRCC) microenvironment and construct a risk score prognostic model. Materials and Methods Immune and stromal scores were calculated using the ESTIMATE algorithm. A total of 539 ccRCC cases were divided into high- and low-score groups. The differentially expressed genes in immune and stromal cells for the prognosis of ccRCC were screened. The relationship between survival outcome and gene expression was evaluated using univariate and multivariate Cox proportional hazard regression analyses. A risk score prognostic model was constructed based on the immune/stromal scores. Results The median survival time of the low immune score group was longer than that of the high immune score group (p = 0.044). Ten tumor microenvironment-related genes were selected by screening, and a predictive model was established, based on which patients were divided into high- and low-risk groups with markedly different overall survival (p < 0.0001). Multivariate Cox analyses showed that the risk score prognostic model was independently associated with overall survival, with a hazard ratio of 1.0437 (confidence interval: 1.0237-1.0641, p < 0.0001). Conclusions Low immune scores were associated with extended survival time compared to high immune scores. The novel risk predictive model based on tumor microenvironment-related genes may be an independent prognostic biomarker in ccRCC.
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Yoon HJ, Park H, Lee HY, Sohn I, Ahn J, Lee SH. Prediction of tumor doubling time of lung adenocarcinoma using radiomic margin characteristics. Thorac Cancer 2020; 11:2600-2609. [PMID: 32705793 PMCID: PMC7471031 DOI: 10.1111/1759-7714.13580] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2020] [Revised: 06/29/2020] [Accepted: 06/30/2020] [Indexed: 12/13/2022] Open
Abstract
Background Because shape or irregularity along the tumor perimeter can result from interactions between the tumor and the surrounding parenchyma, there could be a difference in tumor growth rate according to tumor margin or shape. However, no attempt has been made to evaluate the correlation between margin or shape features and tumor growth. Methods We evaluated 52 lung adenocarcinoma (ADC) patients who had at least two computed tomographic (CT) examinations before curative resection. Volume‐based doubling times (DTs) were calculated based on CT scans, and patients were divided into two groups according to the growth pattern (GP) of their ADCs (gradually growing tumors [GP I] vs. growing tumors with a temporary decrease in DT [GP II]). CT radiomic features reflecting margin characteristics were extracted, and radiomic features reflective of tumor DT were selected. Results Among the 52 patients, 41 (78.8%) were assigned to GP I and 11 (21.2%) to GP II. Of the 94 radiomic features extracted, eccentricity, surface‐to‐volume ratio, LoG uniformity (σ = 3.5), and LoG skewness (σ = 0.5) were ultimately selected for tumor DT prediction. Selected radiomic features in GP I were surface‐to‐volume ratio, contrast, LoG uniformity (σ = 3.5), and LoG skewness (σ = 0.5), similar to those for total subjects, whereas the radiomic features in GP II were solidity, energy, and busyness. Conclusions This study demonstrated the potential of margin‐related radiomic features to predict tumor DT in lung ADCs. Key points Significant findings of the study We found a relationship between margin‐related radiomic features and tumor doubling time. What this study adds Margin‐related radiomic features can potentially be used as noninvasive biomarkers to predict tumor doubling time in lung adenocarcinoma and inform treatment strategies.
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Affiliation(s)
- Hyun Jung Yoon
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea.,Department of Radiology, Veterans Health Service Medical Center, Seoul, South Korea
| | - Hyunjin Park
- School of Electronic and Electrical Engineering, Sungkyunkwan University, Suwon, South Korea.,Center for Neuroscience Imaging Research, Institute for Basic Science, Suwon, South Korea
| | - Ho Yun Lee
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea.,Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University, Seoul, South Korea
| | - Insuk Sohn
- Statistics and Data Center, Samsung Medical Center, Seoul, South Korea
| | - Joonghyun Ahn
- Statistics and Data Center, Samsung Medical Center, Seoul, South Korea
| | - Seung-Hak Lee
- Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon, South Korea
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Zheng X, Weigert A, Reu S, Guenther S, Mansouri S, Bassaly B, Gattenlöhner S, Grimminger F, Pullamsetti S, Seeger W, Winter H, Savai R. Spatial Density and Distribution of Tumor-Associated Macrophages Predict Survival in Non-Small Cell Lung Carcinoma. Cancer Res 2020; 80:4414-4425. [PMID: 32699134 DOI: 10.1158/0008-5472.can-20-0069] [Citation(s) in RCA: 113] [Impact Index Per Article: 28.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Revised: 06/05/2020] [Accepted: 07/14/2020] [Indexed: 11/16/2022]
Abstract
The respective antitumoral and protumoral roles of M1 and M2 tumor-associated macrophages (TAM) typify the complexity of macrophage function in cancer. In lung cancer, density and topology of distinct TAM phenotypes at the tumor center (TC) versus the invasive margin (IM) are largely unknown. Here, we investigated TAM subtype density and distribution between TC and IM in human lung cancer and TAM associations with overall survival. Macrophages isolated from adjacent nontumor tissue (NM), the TC (TC-TAM), and the IM (IM-TAM) were analyzed with RNA-sequencing (RNA-seq). Lung tumor tissue microarrays from 104 patient samples were constructed. M1 and M2 TAMs were identified using multiplex immunofluorescence staining and a tumor cell-TAM proximity analysis was performed. RNA-seq identified marked differences among NM, TC-TAM, and IM-TAM. On the basis of a panel of five selected markers (CD68, IL12, CCR7, CD163, and ALOX15), M2 predominance over M1 and M2 proximity to tumor cells was observed, especially at IM. Tumor cell proximity to TAM was linked with tumor cell survival and hypoxia was associated with accumulation of M2 TAM. Notably, lower density of M1 TC-TAM and higher proximity of tumor cells to M2 IM-TAM or lower proximity to M1 IM-TAM were linked with poor survival. In addition, three novel molecules (UBXN4, MFSD12, and ACTR6) from RNA-seq served as potential prognostic markers for lung cancer, and M2 predominance and juxtaposition of M2 TAM near tumor cells were associated with poor survival. Together, our results reveal the marked heterogeneity of TAM populations in different tumor regions, with M2 TAM predominance, particularly at IM. SIGNIFICANCE: This study underlines the significance of the density, spatial distribution, and gene expression of TAM phenotypes as prognostic factors for overall survival in lung cancer. GRAPHICAL ABSTRACT: http://cancerres.aacrjournals.org/content/canres/80/20/4414/F1.large.jpg.
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Affiliation(s)
- Xiang Zheng
- Max Planck Institute for Heart and Lung Research, German Center for Lung Research (DZL), Cardio-Pulmonary Institute (CPI), Bad Nauheim, Germany
| | - Andreas Weigert
- Institute of Biochemistry I, Faculty of Medicine, Goethe University Frankfurt, Frankfurt, Germany
| | - Simone Reu
- Institute of Pathology, University of Würzburg, Würzburg, Germany
| | - Stefan Guenther
- Max Planck Institute for Heart and Lung Research, German Center for Lung Research (DZL), Cardio-Pulmonary Institute (CPI), Bad Nauheim, Germany
| | - Siavash Mansouri
- Max Planck Institute for Heart and Lung Research, German Center for Lung Research (DZL), Cardio-Pulmonary Institute (CPI), Bad Nauheim, Germany
| | - Birgit Bassaly
- Department of Pathology, Justus Liebig University, Giessen, Germany
| | | | - Friedrich Grimminger
- Department of Internal Medicine, German Center for Lung Research (DZL), Cardio-Pulmonary Institute (CPI), Justus Liebig University, Giessen, Germany
| | - Soni Pullamsetti
- Max Planck Institute for Heart and Lung Research, German Center for Lung Research (DZL), Cardio-Pulmonary Institute (CPI), Bad Nauheim, Germany.,Department of Internal Medicine, German Center for Lung Research (DZL), Cardio-Pulmonary Institute (CPI), Justus Liebig University, Giessen, Germany
| | - Werner Seeger
- Max Planck Institute for Heart and Lung Research, German Center for Lung Research (DZL), Cardio-Pulmonary Institute (CPI), Bad Nauheim, Germany.,Department of Internal Medicine, German Center for Lung Research (DZL), Cardio-Pulmonary Institute (CPI), Justus Liebig University, Giessen, Germany.,Institute for Lung Health (ILH), Justus Liebig University, Giessen, Germany
| | - Hauke Winter
- Department of Thoracic Surgery, Translational Lung Research Center (TLRC) Thoraxklinik at the University Hospital Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
| | - Rajkumar Savai
- Max Planck Institute for Heart and Lung Research, German Center for Lung Research (DZL), Cardio-Pulmonary Institute (CPI), Bad Nauheim, Germany. .,Department of Internal Medicine, German Center for Lung Research (DZL), Cardio-Pulmonary Institute (CPI), Justus Liebig University, Giessen, Germany.,Institute for Lung Health (ILH), Justus Liebig University, Giessen, Germany.,Frankfurt Cancer Institute (FCI), Goethe University, Frankfurt am Main, Germany
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Support Vector Machine for Lung Adenocarcinoma Staging Through Variant Pathways. G3-GENES GENOMES GENETICS 2020; 10:2423-2434. [PMID: 32444360 PMCID: PMC7341118 DOI: 10.1534/g3.120.401207] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Lung adenocarcinoma (LUAD) is one of the most common malignant tumors. How to effectively diagnose LUAD at an early stage and make an accurate judgement of the occurrence and progression of LUAD are still the focus of current research. Support vector machine (SVM) is one of the most effective methods for diagnosing LUAD of different stages. The study aimed to explore the dynamic change of differentially expressed genes (DEGs) in different stages of LUAD, and to assess the risk of LUAD through DEGs enriched pathways and establish a diagnostic model based on SVM method. Based on TMN stages and gene expression profiles of 517 samples in TCGA-LUAD database, coefficient of variation (CV) combined with one-way analysis of variance (ANOVA) were used to screen out feature genes in different TMN stages after data standardization. Unsupervised clustering analysis was conducted on samples and feature genes. The feature genes were analyzed by Pearson correlation coefficient to construct a co-expression network. Fisher exact test was conducted to verify the most enriched pathways, and the variation of each pathway in different stages was analyzed. SVM networks were trained and ROC curves were drawn based on the predicted results so as to evaluate the predictive effectiveness of the SVM model. Unsupervised hierarchical clustering analysis results showed that almost all the samples in stage III/IV were clustered together, while samples in stage I/II were clustered together. The correlation of feature genes in different stages was different. In addition, with the increase of malignant degree of lung cancer, the average shortest path of the network gradually increased, while the closeness centrality gradually decreased. Finally, four feature pathways that could distinguish different stages of LUAD were obtained and the ability was tested by the SVM model with an accuracy of 91%. Functional level differences were quantified based on the expression of feature genes in lung cancer patients of different stages, so as to help the diagnosis and prediction of lung cancer. The accuracy of our model in differentiating between stage I/II and stage III/IV could reach 91%.
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Affiliation(s)
- Giovanni de Simone
- Hypertension Research Center, Department of Advanced Biomedical Sciences, Federico II University Hospital, via S.Pansini 5, bld 1, 80131 Naples, Italy.
| | - Costantino Mancusi
- Hypertension Research Center, Department of Advanced Biomedical Sciences, Federico II University Hospital, via S.Pansini 5, bld 1, 80131 Naples, Italy
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Sarode P, Zheng X, Giotopoulou GA, Weigert A, Kuenne C, Günther S, Friedrich A, Gattenlöhner S, Stiewe T, Brüne B, Grimminger F, Stathopoulos GT, Pullamsetti SS, Seeger W, Savai R. Reprogramming of tumor-associated macrophages by targeting β-catenin/FOSL2/ARID5A signaling: A potential treatment of lung cancer. SCIENCE ADVANCES 2020; 6:eaaz6105. [PMID: 32548260 PMCID: PMC7274802 DOI: 10.1126/sciadv.aaz6105] [Citation(s) in RCA: 106] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Accepted: 03/27/2020] [Indexed: 05/03/2023]
Abstract
Tumor-associated macrophages (TAMs) influence lung tumor development by inducing immunosuppression. Transcriptome analysis of TAMs isolated from human lung tumor tissues revealed an up-regulation of the Wnt/β-catenin pathway. These findings were reproduced in a newly developed in vitro "trained" TAM model. Pharmacological and macrophage-specific genetic ablation of β-catenin reprogrammed M2-like TAMs to M1-like TAMs both in vitro and in various in vivo models, which was linked with the suppression of primary and metastatic lung tumor growth. An in-depth analysis of the underlying signaling events revealed that β-catenin-mediated transcriptional activation of FOS-like antigen 2 (FOSL2) and repression of the AT-rich interaction domain 5A (ARID5A) drive gene regulatory switch from M1-like TAMs to M2-like TAMs. Moreover, we found that high expressions of β-catenin and FOSL2 correlated with poor prognosis in patients with lung cancer. In conclusion, β-catenin drives a transcriptional switch in the lung tumor microenvironment, thereby promoting tumor progression and metastasis.
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Affiliation(s)
- Poonam Sarode
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research (DZL), Member of the Cardio-Pulmonary Institute (CPI), Bad Nauheim 61231, Germany
| | - Xiang Zheng
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research (DZL), Member of the Cardio-Pulmonary Institute (CPI), Bad Nauheim 61231, Germany
| | - Georgia A. Giotopoulou
- Laboratory for Molecular Respiratory Carcinogenesis, Department of Physiology, Faculty of Medicine, University of Patras, Rio, 26504, Greece and Lung Carcinogenesis Laboratory, Comprehensive Pneumology Center (CPC) and Institute for Lung Biology and Disease (iLBD), University Hospital, Ludwig-Maximilians University and Helmholtz Center Munich, Member of the German Center for Lung Research (DZL), Munich 81377, Germany
| | - Andreas Weigert
- Institute of Biochemistry I, Faculty of Medicine, Goethe University Frankfurt, Frankfurt 60323, Germany
| | - Carste Kuenne
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research (DZL), Member of the Cardio-Pulmonary Institute (CPI), Bad Nauheim 61231, Germany
| | - Stefan Günther
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research (DZL), Member of the Cardio-Pulmonary Institute (CPI), Bad Nauheim 61231, Germany
| | - Aleksandra Friedrich
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research (DZL), Member of the Cardio-Pulmonary Institute (CPI), Bad Nauheim 61231, Germany
| | - Stefan Gattenlöhner
- Department of Pathology, Member of the DZL, Justus Liebig University, Giessen 35390, Germany
| | - Thorsten Stiewe
- Institute of Molecular Oncology, Philipps-University Marburg, Member of the DZL, Marburg 35043, Germany
| | - Bernhard Brüne
- Institute of Biochemistry I, Faculty of Medicine, Goethe University Frankfurt, Frankfurt 60323, Germany
- Frankfurt Cancer Institute (FCI), Goethe University, 60596 Frankfurt am Main, Germany
| | - Friedrich Grimminger
- Department of Internal Medicine, Member of the DZL, Member of CPI, Justus Liebig University, 35392 Giessen, Germany
| | - Georgios T. Stathopoulos
- Laboratory for Molecular Respiratory Carcinogenesis, Department of Physiology, Faculty of Medicine, University of Patras, Rio, 26504, Greece and Lung Carcinogenesis Laboratory, Comprehensive Pneumology Center (CPC) and Institute for Lung Biology and Disease (iLBD), University Hospital, Ludwig-Maximilians University and Helmholtz Center Munich, Member of the German Center for Lung Research (DZL), Munich 81377, Germany
| | - Soni Savai Pullamsetti
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research (DZL), Member of the Cardio-Pulmonary Institute (CPI), Bad Nauheim 61231, Germany
- Department of Internal Medicine, Member of the DZL, Member of CPI, Justus Liebig University, 35392 Giessen, Germany
| | - Werner Seeger
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research (DZL), Member of the Cardio-Pulmonary Institute (CPI), Bad Nauheim 61231, Germany
- Department of Internal Medicine, Member of the DZL, Member of CPI, Justus Liebig University, 35392 Giessen, Germany
- Institute for Lung Health (ILH), Justus Liebig University, 35392 Giessen, Germany
| | - Rajkumar Savai
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research (DZL), Member of the Cardio-Pulmonary Institute (CPI), Bad Nauheim 61231, Germany
- Frankfurt Cancer Institute (FCI), Goethe University, 60596 Frankfurt am Main, Germany
- Department of Internal Medicine, Member of the DZL, Member of CPI, Justus Liebig University, 35392 Giessen, Germany
- Institute for Lung Health (ILH), Justus Liebig University, 35392 Giessen, Germany
- Corresponding author.
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Lu CS, Shiau AL, Su BH, Hsu TS, Wang CT, Su YC, Tsai MS, Feng YH, Tseng YL, Yen YT, Wu CL, Shieh GS. Oct4 promotes M2 macrophage polarization through upregulation of macrophage colony-stimulating factor in lung cancer. J Hematol Oncol 2020; 13:62. [PMID: 32487125 PMCID: PMC7268452 DOI: 10.1186/s13045-020-00887-1] [Citation(s) in RCA: 66] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Accepted: 04/28/2020] [Indexed: 01/15/2023] Open
Abstract
Background Expression of Oct4 maintains cancer stem cell (CSC)-like properties in lung cancer cells and is correlated with poor prognosis of lung adenocarcinoma. M2-type tumor-associated macrophages (TAMs) promote cancer cell migration and metastasis. Tumor microenvironments promote monocyte differentiation into M2 TAMs via a complex cytokine-based connection. We explored the role of Oct4 in cytokine secretion in lung cancer and its impact on M2 TAM polarization. Methods Monocytes co-cultured with the conditioned medium from Oct4-overexpressing lung cancer cells were used to investigate M2 TAM differentiation. The inflammatory factors in the conditioned medium of Oct4-overexpressing A549 cells were examined using human inflammation antibody arrays. The correlations of Oct4, macrophage colony-stimulating factor (M-CSF), and M2 TAMs were validated in lung cancer cells, syngeneic mouse lung tumor models, and clinical samples of non-small cell lung cancer (NSCLC). Results Oct4-overexpressing A549 cells expressed elevated levels of M-CSF, which contributed to increased M2 macrophages and enhanced tumor migration. Overexpression of Oct4 enhanced tumor growth and reduced the survival of lung tumor-bearing mice, which was correlated with increased number of M2 macrophages in lung cancer. Notably, NSCLC patients with high expression levels of Oct4, M-CSF, and M2 TAMs had the poorest recurrence-free survival. A positive correlation between Oct4, M-CSF, and M2 TAMs was observed in the tumor tissue of NSCLC patient. Treatment with all-trans retinoic acid exerted anti-tumor effects and reduced M2 TAMs in tumor-bearing mice. Conclusions Our results indicate that Oct4 expressed by lung cancer cells promotes M2 macrophage polarization through upregulation of M-CSF secretion, leading to cancer growth and metastasis. Our findings also implicate that the Oct4/M-CSF axis in M2 macrophage polarization may be potential therapeutic targets for lung cancer.
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Affiliation(s)
- Chia-Sing Lu
- Department of Biochemistry and Molecular Biology, College of Medicine, National Cheng Kung University, 1, University Road, Tainan, Taiwan
| | - Ai-Li Shiau
- Department of Microbiology and Immunology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Bing-Hua Su
- School of Respiratory Therapy, College of Medicine, Taipei Medical University, Taipei, Taiwan.,Division of Thoracic Surgery, Department of Surgery, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Tsui-Shan Hsu
- Department of Biochemistry and Molecular Biology, College of Medicine, National Cheng Kung University, 1, University Road, Tainan, Taiwan
| | - Chung-Teng Wang
- Department of Microbiology and Immunology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yu-Chu Su
- Department of Biochemistry and Molecular Biology, College of Medicine, National Cheng Kung University, 1, University Road, Tainan, Taiwan
| | - Ming-Shian Tsai
- Department of Microbiology and Immunology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yin-Hsun Feng
- Division of Hematology and Oncology, Department of Internal Medicine, Chi-Mei Medical Center, Tainan, Taiwan
| | - Yau-Lin Tseng
- Division of Thoracic Surgery, Department of Surgery, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yi-Ting Yen
- Division of Thoracic Surgery, Department of Surgery, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chao-Liang Wu
- Department of Biochemistry and Molecular Biology, College of Medicine, National Cheng Kung University, 1, University Road, Tainan, Taiwan
| | - Gia-Shing Shieh
- Department of Biochemistry and Molecular Biology, College of Medicine, National Cheng Kung University, 1, University Road, Tainan, Taiwan. .,Department of Urology, Tainan Hospital, Ministry of Health and Welfare, Executive Yuan, Tainan, Taiwan.
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62
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Qu Y, Cheng B, Shao N, Jia Y, Song Q, Tan B, Wang J. Prognostic value of immune-related genes in the tumor microenvironment of lung adenocarcinoma and lung squamous cell carcinoma. Aging (Albany NY) 2020; 12:4757-4777. [PMID: 32209727 PMCID: PMC7138544 DOI: 10.18632/aging.102871] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Accepted: 02/20/2020] [Indexed: 01/04/2023]
Abstract
Non-small cell lung cancer (NSCLC), which consists mainly of lung adenocarcinoma (LUAD) and lung squamous cell carcinoma (LUSC), are the leading cause of cancer deaths worldwide. In this study, we performed a comprehensive analysis of the tumor microenvironmental and genetic factors to identify prognostic biomarkers for NSCLC. We evaluated the immune and stromal scores of patients with LUAD and LUSC using data from The Cancer Genome Atlas database with the ESTIMATE algorithm. Based on these scores, the differentially expressed genes were obtained and immune-related prognostic genes were identified. Functional analysis and protein-protein interaction network further revealed the immune-related biological processes in which these genes participated. Additionally, 22 subsets of tumor-infiltrating immune cells (TIICs) in the tumor microenvironment were analyzed with the CIBERSORT algorithm. Finally, we validated these valuable genes using an independent cohort from the Gene Expression Omnibus database. The associations of the immune and stromal scores with patients’ clinical characteristics and prognosis were positive in LUAD but negative in LUSC and the correlations of TIICs with clinical characteristics were clarified. Several differentially expressed genes were identified to be potential immune-related prognostic genes. This study comprehensively analyzed the tumor microenvironment and presented immune-related prognostic biomarkers for NSCLC.
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Affiliation(s)
- Yan Qu
- Department of Radiation Oncology, Qilu Hospital of Shandong University, Jinan 250012, Shandong, China
| | - Bo Cheng
- Department of Radiation Oncology, Shandong Provincial Cancer Hospital, Jinan 250117, Shandong, China
| | - Na Shao
- Department of Oncology, Shandong Provincial Hospital Affiliated to Shandong University, Jinan 250021, Shandong, China
| | - Yibin Jia
- Department of Radiation Oncology, Qilu Hospital of Shandong University, Jinan 250012, Shandong, China
| | - Qingxu Song
- Department of Radiation Oncology, Qilu Hospital of Shandong University, Jinan 250012, Shandong, China
| | - Bingxu Tan
- Department of Radiation Oncology, Qilu Hospital of Shandong University, Jinan 250012, Shandong, China
| | - Jianbo Wang
- Department of Radiation Oncology, Qilu Hospital of Shandong University, Jinan 250012, Shandong, China
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63
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Sarode P, Schaefer MB, Grimminger F, Seeger W, Savai R. Macrophage and Tumor Cell Cross-Talk Is Fundamental for Lung Tumor Progression: We Need to Talk. Front Oncol 2020; 10:324. [PMID: 32219066 PMCID: PMC7078651 DOI: 10.3389/fonc.2020.00324] [Citation(s) in RCA: 68] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Accepted: 02/24/2020] [Indexed: 12/14/2022] Open
Abstract
Regardless of the promising results of certain immune checkpoint blockers, current immunotherapeutics have met a bottleneck concerning response rate, toxicity, and resistance in lung cancer patients. Accumulating evidence forecasts that the crosstalk between tumor and immune cells takes center stage in cancer development by modulating tumor malignancy, immune cell infiltration, and immune evasion in the tumor microenvironment (TME). Cytokines and chemokines secreted by this crosstalk play a major role in cancer development, progression, and therapeutic management. An increased infiltration of Tumor-associated macrophages (TAMs) was observed in most of the human cancers, including lung cancer. In this review, we emphasize the role of cytokines and chemokines in TAM-tumor cell crosstalk in the lung TME. Given the role of cytokines and chemokines in immunomodulation, we propose that TAM-derived cytokines and chemokines govern the cancer-promoting immune responses in the TME and offer a new immunotherapeutic option for lung cancer treatment.
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Affiliation(s)
- Poonam Sarode
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research (DZL), Member of the Cardio-Pulmonary Institute (CPI), Bad Nauheim, Germany
| | - Martina Barbara Schaefer
- Department of Internal Medicine, Member of the German Center for Lung Research (DZL), Member of the Cardio-Pulmonary Institute (CPI), Justus Liebig University, Giessen, Germany
| | - Friedrich Grimminger
- Department of Internal Medicine, Member of the German Center for Lung Research (DZL), Member of the Cardio-Pulmonary Institute (CPI), Justus Liebig University, Giessen, Germany
| | - Werner Seeger
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research (DZL), Member of the Cardio-Pulmonary Institute (CPI), Bad Nauheim, Germany.,Department of Internal Medicine, Member of the German Center for Lung Research (DZL), Member of the Cardio-Pulmonary Institute (CPI), Justus Liebig University, Giessen, Germany
| | - Rajkumar Savai
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research (DZL), Member of the Cardio-Pulmonary Institute (CPI), Bad Nauheim, Germany.,Department of Internal Medicine, Member of the German Center for Lung Research (DZL), Member of the Cardio-Pulmonary Institute (CPI), Justus Liebig University, Giessen, Germany.,Frankfurt Cancer Institute (FCI), Goethe University, Frankfurt am Main, Germany
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64
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Patel AJ, Richter A, Drayson MT, Middleton GW. The role of B lymphocytes in the immuno-biology of non-small-cell lung cancer. Cancer Immunol Immunother 2020; 69:325-342. [PMID: 31901949 PMCID: PMC7044257 DOI: 10.1007/s00262-019-02461-2] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Accepted: 12/22/2019] [Indexed: 12/15/2022]
Abstract
Tumour-infiltrating immune cells have been widely implicated to play a significant role in carcinogenesis, through both pro- or anti-tumour effects. The multi-faceted effects of lung cancer associated T lymphocytes have been extensively studied, and yet, the role of B lymphocytes remains an area less studied. In this review, we will describe the current understanding of the role of tumour-infiltrating B lymphocytes in NSCLC, discuss their prognostic significance, their functionality within the tumour microenvironment and ultimately how we might harness B-cell biology to develop B-cell therapeutic strategies in cancer.
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Affiliation(s)
- Akshay J Patel
- Institute of Immunology and Immunotherapy (III), College of Medical and Dental Sciences, University of Birmingham, Vincent Drive, Birmingham, B15 2TT, UK
| | - Alex Richter
- Institute of Immunology and Immunotherapy (III), College of Medical and Dental Sciences, University of Birmingham, Vincent Drive, Birmingham, B15 2TT, UK
| | - Mark T Drayson
- Institute of Immunology and Immunotherapy (III), College of Medical and Dental Sciences, University of Birmingham, Vincent Drive, Birmingham, B15 2TT, UK
| | - Gary W Middleton
- Institute of Immunology and Immunotherapy (III), College of Medical and Dental Sciences, University of Birmingham, Vincent Drive, Birmingham, B15 2TT, UK.
- School of Cancer Sciences, University of Birmingham, Birmingham, UK.
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65
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A 5-Gene Signature Is Closely Related to Tumor Immune Microenvironment and Predicts the Prognosis of Patients with Non-Small Cell Lung Cancer. BIOMED RESEARCH INTERNATIONAL 2020; 2020:2147397. [PMID: 31998783 PMCID: PMC6975218 DOI: 10.1155/2020/2147397] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 11/22/2019] [Accepted: 12/04/2019] [Indexed: 12/19/2022]
Abstract
Purpose Establishing prognostic gene signature to predict clinical outcomes and guide individualized adjuvant therapy is necessary. Here, we aim to establish the prognostic efficacy of a gene signature that is closely related to tumor immune microenvironment (TIME). Methods and Results There are 13,035 gene expression profiles from 130 tumor samples of the non-small cell lung cancer (NSCLC) in the data set GSE103584. A 5-gene signature was identified by using univariate survival analysis and Least Absolute Shrinkage and Selection Operator (LASSO) to build risk models. Then, we used the CIBERSORT method to quantify the relative levels of different immune cell types in complex gene expression mixtures. It was found that the ratio of dendritic cells (DCs) activated and mast cells (MCs) resting in the low-risk group was higher than that in the high-risk group, and the difference was statistically significant (P < 0.001 and P=0.03). Pathway enrichment results which were obtained by performing Gene Set Variation Analysis (GSVA) showed that the high-risk group identified by the 5-gene signature had metastatic-related gene expression, resulting in lower survival rates. Kaplan–Meier survival results showed that patients of the high-risk group had shorter disease-free survival (DFS) and overall survival (OS) than those of the low-risk group in the training set (P=0.0012 and P < 0.001). The sensitivity and specificity of the gene signature were better and more sensitive to prognosis than TNM (tumor/lymph node/metastasis) staging, in spite of being not statistically significant (P=0.154). Furthermore, Kaplan–Meier survival showed that patients of the high-risk group had shorter OS and PFS than those of the low-risk group (P=0.0035, P < 0.001, and P < 0.001) in the validating set (GSE31210, GSE41271, and TCGA). At last, univariate and multivariate Cox proportional hazard regression analyses were used to evaluate independent prognostic factors associated with survival, and the gene signature, lymphovascular invasion, pleural invasion, chemotherapy, and radiation were employed as covariates. The 5-gene signature was identified as an independent predictor of patient survival in the presence of clinical parameters in univariate and multivariate analyses (P < 0.001) (hazard ratio (HR): 3.93, 95% confidence interval CI (2.17–7.1), P=0.001, (HR) 5.18, 95% CI (2.6995–9.945), P < 0.001), respectively. Our 5-gene signature was also related to EGFR mutations (P=0.0111), and EGFR mutations were mainly enriched in low-risk group, indicating that EGFR mutations affect the survival rate of patients. Conclusion The 5-gene signature is a powerful and independent predictor that could predict the prognosis of NSCLC patients. In addition, our gene signature is correlated with TIME parameters, such as DCs activated and MCs resting. Our findings suggest that the 5-gene signature closely related to TIME could predict the prognosis of NSCLC patients and provide some reference for immunotherapy.
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66
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Hipólito A, Mendes C, Serpa J. The Metabolic Remodelling in Lung Cancer and Its Putative Consequence in Therapy Response. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2020; 1219:311-333. [PMID: 32130706 DOI: 10.1007/978-3-030-34025-4_16] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Lung cancer is the leading cause of cancer-related deaths worldwide in both men and women. Conventional chemotherapy has failed to provide long-term benefits for many patients and in the past decade, important advances were made to understand the underlying molecular/genetic mechanisms of lung cancer, allowing the unfolding of several other pathological entities. Considering these molecular subtypes, and the appearance of promising targeted therapies, an effective personalized control of the disease has emerged, nonetheless benefiting a small proportion of patients. Although immunotherapy has also appeared as a new hope, it is still not accessible to the majority of patients with lung cancer.The metabolism of energy and biomass is the basis of cellular survival. This is true for normal cells under physiological conditions and it is also true for pathophysiologically altered cells, such as cancer cells. Thus, knowledge of the metabolic remodelling that occurs in cancer cells in the sense of, on one hand, surviving in the microenvironment of the organ in which the tumour develops and, on the other hand, escaping from drugs conditioned microenvironment, is essential to understand the disease and to develop new therapeutic approaches.
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Affiliation(s)
- Ana Hipólito
- CEDOC, Chronic Diseases Research Centre, NOVA Medical School | Faculdade de Ciências Médicas, Universidade NOVA de Lisboa, Lisbon, Portugal
- Instituto Português de Oncologia de Lisboa Francisco Gentil (IPOLFG), Lisbon, Portugal
| | - Cindy Mendes
- CEDOC, Chronic Diseases Research Centre, NOVA Medical School | Faculdade de Ciências Médicas, Universidade NOVA de Lisboa, Lisbon, Portugal
- Instituto Português de Oncologia de Lisboa Francisco Gentil (IPOLFG), Lisbon, Portugal
| | - Jacinta Serpa
- CEDOC, Chronic Diseases Research Centre, NOVA Medical School | Faculdade de Ciências Médicas, Universidade NOVA de Lisboa, Lisbon, Portugal.
- Instituto Português de Oncologia de Lisboa Francisco Gentil (IPOLFG), Lisbon, Portugal.
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67
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Tøndell A, Wahl SGF, Sponaas AM, Sørhaug S, Børset M, Haug M. Ectonucleotidase CD39 and Checkpoint Signalling Receptor Programmed Death 1 are Highly Elevated in Intratumoral Immune Cells in Non-small-cell Lung Cancer. Transl Oncol 2020; 13:17-24. [PMID: 31733591 PMCID: PMC6872777 DOI: 10.1016/j.tranon.2019.09.003] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Revised: 09/06/2019] [Accepted: 09/09/2019] [Indexed: 01/17/2023] Open
Abstract
Lung cancer is the leading cause of cancer death in both sexes worldwide and has a predicted 5-year survival rate of <20%. Immunotherapy targeting immune checkpoints such as the programmed death 1 (PD-1) signaling pathway has led to a shift of paradigm in the treatment of advanced non-small-cell lung cancer (NSCLC) but remains without effect in ∼80% of patients. Accumulating evidence suggests that several immunosuppressive mechanisms may work together in NSCLC. The contribution and cooperation between different immunosuppressive mechanisms in NSCLC remain unknown. Recently, the CD39-adenosine pathway has gained increasing attention as a crucial immunosuppressive mechanism and possible target for immunotherapy. Immune cells were extracted from lung and tumor tissue after lung resection in 12 patients by combined enzymatic and mechanical tissue disaggregation. A multiparameter flow cytometry panel was established to investigate the expression and coexpression of CD39 and PD-1 on key lymphocyte subtypes. Frequencies of CD39+, PD-1+, and CD39+/PD-1+cells were higher among both CD4+ and CD8+ T cells isolated from NSCLC tumor tissue than in T cells from normal lung tissue. Similarly, the frequency of FoxP3+ CD4+ T cells (Tregs) was highly significantly elevated in tumor tissue compared to adjacent lung tissue. The consistent upregulation of CD39 on immune cells in tumor microenvironment indicates that the CD39 signaling pathway may, in addition to the PD-1 pathway, represent another important mechanism for tumor-induced immunosuppression in NSCLC. In addition, the present study indicates that a comprehensive immune response profiling with flow cytometry may be both feasible and clinically relevant.
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Affiliation(s)
- Anders Tøndell
- Department of Thoracic Medicine, St.Olavs University Hospital, Trondheim, Norway; Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway.
| | - Sissel Gyrid Freim Wahl
- Department of Pathology, St.Olavs University Hospital, Trondheim, Norway; Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Anne-Marit Sponaas
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Sveinung Sørhaug
- Department of Thoracic Medicine, St.Olavs University Hospital, Trondheim, Norway
| | - Magne Børset
- Department of Immunology and Transfusion Medicine, St.Olavs University Hospital, Trondheim, Norway; Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Markus Haug
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway; Centre of Molecular Inflammation Research, Norwegian University of Science and Technology, Trondheim, Norway; Department of Infectious Diseases, St. Olavs University Hospital, Trondheim, Norway
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68
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Liu Z, Wan Y, Qiu Y, Qi X, Yang M, Huang J, Zhang Q. Development and validation of a novel immune-related prognostic model in lung squamous cell carcinoma. Int J Med Sci 2020; 17:1393-1405. [PMID: 32624696 PMCID: PMC7330657 DOI: 10.7150/ijms.47301] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Accepted: 05/23/2020] [Indexed: 12/12/2022] Open
Abstract
Background: The immune system plays an important role in the development of lung squamous cell carcinoma (LUSC). Therefore, immune-related genes (IRGs) expression may be an important predictor of LUSC prognosis. However, a prognostic model based on IRGs that can systematically assess the prognosis of LUSC patients is still lacking. This study aimed to construct a LUSC immune-related prognostic model by using IRGs. Methods: Gene expression data about LUSC were obtained from The Cancer Genome Atlas (TCGA). Differential expression analysis and univariate Cox regression analysis were performed to identify prognostic differentially expressed IRGs. A prognostic model was constructed using the Lasso and multivariate Cox regression analyses. Then we validated the performance of the prognostic model in training and test cohorts. Furthermore, associations with clinical variables and immune infiltration were also analyzed. Results: 593 differentially expressed IRGs were identified, and 8 of them were related to prognosis. Then a transcription factor regulatory network was established. A prognostic model consisted of 4 immune-related genes was constructed by using Lasso and multivariate Cox regression analyses. The prognostic value of this model was successfully validated in training and test cohorts. Further analysis showed that the prognostic model could be used independently to predict the prognosis of LUSC patients. The relationships between the risk score and immune cell infiltration indicated that the model could reflect the status of the tumor immune microenvironment. Conclusions: We constructed a risk model using four PDIRGs that can accurately predict the prognosis of LUSC patients. The risk score generated by this model can be used as an independent prognostic indicator. Moreover, the model can predict the infiltration of immune cells in patients, which is conducive to the prediction of patient sensitivity to immunotherapy.
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Affiliation(s)
- Zeyu Liu
- Third Affiliated Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Yuxiang Wan
- Third Affiliated Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Yuqin Qiu
- Third Affiliated Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Xuewei Qi
- Third Affiliated Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Ming Yang
- School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Jinchang Huang
- Third Affiliated Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Qiaoli Zhang
- Third Affiliated Hospital, Beijing University of Chinese Medicine, Beijing, China
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Furuya H, Chan OT, Hokutan K, Tsukikawa Y, Chee K, Kozai L, Chan KS, Dai Y, Wong RS, Rosser CJ. Prognostic Significance of Lymphocyte Infiltration and a Stromal Immunostaining of a Bladder Cancer Associated Diagnostic Panel in Urothelial Carcinoma. Diagnostics (Basel) 2019; 10:diagnostics10010014. [PMID: 31905599 PMCID: PMC7168167 DOI: 10.3390/diagnostics10010014] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 12/20/2019] [Accepted: 12/22/2019] [Indexed: 01/08/2023] Open
Abstract
We set out to expand on our previous work in which we reported the epithelial expression pattern of a urine-based bladder cancer-associated diagnostic panel (A1AT, ANG, APOE, CA9, IL8, MMP9, MMP10, PAI1, SDC1, and VEGFA). Since many of the analytes in the bladder cancer-associated diagnostic signature were chemokines, cytokines, or secreted proteins, we set out to report the stromal staining pattern of the diagnostic signature as well as CD3+ (T-cell) cell and CD68+ (macrophage) cell staining in human bladder tumors as a snapshot of the tumor immune landscape. Immunohistochemical staining was performed on 213 tumor specimens and 74 benign controls. Images were digitally captured and quantitated using Aperio (Vista, CA). The expression patterns were correlated with tumor grade, tumor stage, and outcome measures. We noted a positive correlation of seven of the 10 proteins (excluding A1AT and IL8 which had a negative association and VEGFA had no association) in bladder cancer. The overexpression of MMP10 was associated with higher grade disease, while overexpression of MMP10, PAI1, SDC1 and ANG were associated with high stage bladder cancer and CA9 was associated with low stage bladder cancer. Increased tumor infiltration of CD68+ cells were associated with higher stage disease. Overall survival was significantly reduced in bladder cancer patients' whose tumors expressed eight or more of the 10 proteins that comprise the bladder cancer diagnostic panel. These findings confirm that the chemokines, cytokines, and secreted proteins in a urine-based diagnostic panel are atypically expressed, not only in the epithelial component of bladder tumors, but also in the stromal component of bladder tumors and portends a worse overall survival. Thus, when assessing immunohistochemical staining, it is important to report staining patterns within the stroma as well as the entire stroma itself.
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Affiliation(s)
- Hideki Furuya
- Clinical and Translational Research Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA; (H.F.); (K.H.); (Y.T.); (K.C.)
- Department of Molecular Biosciences and Bioengineering, University of Hawaii at Manoa, Honolulu, HI 96822, USA
- Department of Surgery, Cedars Sinai Medical Center, Los Angeles, CA 90048, USA;
| | - Owen T.M. Chan
- Clinical and Translational Research Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA; (H.F.); (K.H.); (Y.T.); (K.C.)
| | - Kanani Hokutan
- Clinical and Translational Research Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA; (H.F.); (K.H.); (Y.T.); (K.C.)
- Department of Molecular Biosciences and Bioengineering, University of Hawaii at Manoa, Honolulu, HI 96822, USA
| | - Yutaro Tsukikawa
- Clinical and Translational Research Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA; (H.F.); (K.H.); (Y.T.); (K.C.)
| | - Keanu Chee
- Clinical and Translational Research Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA; (H.F.); (K.H.); (Y.T.); (K.C.)
| | - Landon Kozai
- John A. Burn School of Medicine, University of Hawaii at Manoa, Honolulu, HI 96813, USA;
| | - Keith S. Chan
- Department of Pathology, Cedars Sinai Medical Center, Los Angeles, CA 90048, USA;
| | - Yunfeng Dai
- Department of Biostatistics, University of Florida, Gainesville, FL 32611, USA;
| | - Regan S. Wong
- Department of Surgery, Cedars Sinai Medical Center, Los Angeles, CA 90048, USA;
| | - Charles J. Rosser
- Clinical and Translational Research Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA; (H.F.); (K.H.); (Y.T.); (K.C.)
- Department of Molecular Biosciences and Bioengineering, University of Hawaii at Manoa, Honolulu, HI 96822, USA
- Department of Surgery, Cedars Sinai Medical Center, Los Angeles, CA 90048, USA;
- Correspondence:
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Glycomic Signatures of Plasma IgG Improve Preoperative Prediction of the Invasiveness of Small Lung Nodules. Molecules 2019; 25:molecules25010028. [PMID: 31861777 PMCID: PMC6982969 DOI: 10.3390/molecules25010028] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Revised: 12/11/2019] [Accepted: 12/12/2019] [Indexed: 01/15/2023] Open
Abstract
Preoperative assessment of tumor invasiveness is essential to avoid overtreatment for patients with small-sized ground-glass nodules (GGNs) of 10 mm or less in diameter. However, it is difficult to determine the pathological state by computed tomography (CT) examination alone. Aberrant glycans has emerged as a tool to identify novel potential disease biomarkers. In this study, we used a lectin microarray-based strategy to investigate whether glycosylation changes in plasma immunoglobulin G (IgG) provide additional information about the invasiveness of small GGNs before surgery. Two independent cohorts (discovery set, n = 92; test set, n = 210) of GGN patients were used. Five of 45 lectins (Sambucus nigra agglutinin, SNA; Datura stramonium agglutinin, DSA; Galanthus nivalis agglutinin, GNA; Euonymus europaeus lectin, EEL; and Vicia villosa agglutinin, VVA) were identified as independent factors associated with pathological invasiveness of small GGNs (p < 0.01). Receiver-operating characteristic (ROC) curve analysis indicated the combination of these five lectins could significantly improve the accuracy of CT in diagnosing invasive GGNs, with an area under the curve (AUC) of 0.792 (p < 0.001), a sensitivity of 74.6%, and specificity of 74.4%, which was superior to current clinical biomarkers. These results suggest that the multilectin assay based on plasma IgG glycosylation may be a useful in vitro complementary test to enhance preoperative determination of the invasiveness of GGNs and guide surgeons to select proper clinical management to avoid overtreatment.
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71
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Wang W, Ren S, Wang Z, Zhang C, Huang J. Increased expression of TTC21A in lung adenocarcinoma infers favorable prognosis and high immune infiltrating level. Int Immunopharmacol 2019; 78:106077. [PMID: 31812070 DOI: 10.1016/j.intimp.2019.106077] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Revised: 10/27/2019] [Accepted: 11/21/2019] [Indexed: 12/15/2022]
Abstract
BACKGROUND Lung adenocarcinoma (LUAD) is a crucial pathological type of lung cancer. Immune-infiltration of the tumor microenvironment positively associated with overall survival in LUAD. TTC21A is a gene has not reported in cancer, and the mechanism behind it is still unclear. Our study assesses TTC21A role in LUAD, via TCGA data. METHODS GEPIA was utilized to analyze the expression of TTC21A in LUAD. We evaluated the influence of TTC21A on survival of LUAD patients by survival module. Then, data sets of LUAD were downloaded from TCGA. The correlations between clinical information and TTC21A expression were analyzed using logistic regression. Clinicopathologic characteristics associated with overall survival in TCGA patients using Cox regression. In addition, we explored the correlation between TTC21A and cancer immune infiltrates using CIBERSORT and "Correlation" module of GEPIA. RESULTS The univariate analysis using logistic regression, wherein TTC21A expression served as a categorical dependent variable (with a median expression value of 2.5), indicated that increased TTC21A expression is significantly correlated with pathological stage, tumor status and lymph nodes. Moreover, multivariate analysis revealed that the up-regulated TTC21A expression, negative results of pathological stage and distant metastasis are independent prognostic factors for good prognosis. Specifically, a positive correlation between increased TTC21A expression and immune infiltrating level of B cells, Neutrophils, Mast cells and T cells was established using CIBERSORT analysis. Furthermore, we confirmed it in "correlation" module of GEPIA. CONCLUSION Together with all these findings, increased TTC21A expression correlates with favorable prognosis and increased proportion of immune cells, such as B cells, Neutrophils, Mast cells and T cells in LUAD. These conclusions indicate that TTC21A could serve as a potential biomarker to assess prognosis and immune infiltration level in LUAD.
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Affiliation(s)
- Wei Wang
- Department of Clinical Biobank, Nantong University Affiliated Hospital, Nantong, PR China; Department of Medicine, Nantong University Xinling College, Nantong, PR China
| | - Shiqi Ren
- Department of Clinical Biobank, Nantong University Affiliated Hospital, Nantong, PR China; Department of Medicine, Nantong University Xinling College, Nantong, PR China
| | - Ziheng Wang
- Department of Clinical Biobank, Nantong University Affiliated Hospital, Nantong, PR China; Department of Medicine, Nantong University Xinling College, Nantong, PR China
| | - Chenlin Zhang
- Department of Spine, Wuxi Hospital Affiliated to Nanjing University of Chinese Medicine, Wuxi 214000, PR China
| | - Jianfei Huang
- Department of Clinical Biobank, Nantong University Affiliated Hospital, Nantong, PR China; Institute of Oncology, Affiliated Hospital of Nantong University, Nantong 226001, Jiangsu, China.
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72
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Bianco A, Perrotta F, Barra G, Malapelle U, Rocco D, De Palma R. Prognostic Factors and Biomarkers of Responses to Immune Checkpoint Inhibitors in Lung Cancer. Int J Mol Sci 2019; 20:E4931. [PMID: 31590386 PMCID: PMC6801651 DOI: 10.3390/ijms20194931] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Revised: 09/28/2019] [Accepted: 10/01/2019] [Indexed: 12/21/2022] Open
Abstract
Manipulation of the immune response is a game changer in lung cancer treatment, revolutionizing management. PD1 and CTLA4 are dynamically expressed on different T cell subsets that can either disrupt or sustain tumor growth. Monoclonal antibodies (MoAbs) against PD1/PDL1 and CTLA4 have shown that inhibitory signals can be impaired, blocking T cell activation and function. MoAbs, used as both single-agents or in combination with standard therapy for the treatment of advanced non-small cell lung cancer (NSCLC), have exhibited advantages in terms of overall survival and response rate; nivolumab, pembrolizumab, atezolizumab and more recently, durvalumab, have already been approved for lung cancer treatment and more compounds are in the pipeline. A better understanding of signaling elicited by these antibodies on T cell subsets, as well as identification of biological determinants of sensitivity, resistance and correlates of efficacy, will help to define the mechanisms of antitumor responses. In addition, the relevance of T regulatory cells (Treg) involved in immune responses in cancer is attracting increasing interest. A major challenge for future research is to understand why a durable response to immune checkpoint inhibitors (ICIs) occurs only in subsets of patients and the mechanisms of resistance after an initial response. This review will explore current understanding and future direction of research on ICI treatment in lung cancer and the impact of tumor immune microenvironment n influencing clinical responses.
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Affiliation(s)
- Andrea Bianco
- Department of Translational Medical Sciences, University of Campania "L Vanvitelli", 80131 Naples, Italy.
- Department of Pneumology and Oncology, A.O. dei Colli, Hosp. V Monaldi, 80131 Naples, Italy.
| | - Fabio Perrotta
- Department of Medicine and Health Sciences "Vincenzo Tiberio", University of Molise, 86100 Campobasso, Italy.
| | - Giusi Barra
- Department of Precision Medicine, University of Campania "L Vanvitelli", 80131 Naples, Italy.
| | - Umberto Malapelle
- Department of Public Health, University of Naples "Federico II", 80131 Naples, Italy.
| | - Danilo Rocco
- Department of Pneumology and Oncology, A.O. dei Colli, Hosp. V Monaldi, 80131 Naples, Italy.
| | - Raffaele De Palma
- Department of Precision Medicine, University of Campania "L Vanvitelli", 80131 Naples, Italy.
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73
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Jia Y, Vong JSL, Asafova A, Garvalov BK, Caputo L, Cordero J, Singh A, Boettger T, Günther S, Fink L, Acker T, Barreto G, Seeger W, Braun T, Savai R, Dobreva G. Lamin B1 loss promotes lung cancer development and metastasis by epigenetic derepression of RET. J Exp Med 2019; 216:1377-1395. [PMID: 31015297 PMCID: PMC6547854 DOI: 10.1084/jem.20181394] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2018] [Revised: 02/13/2019] [Accepted: 03/20/2019] [Indexed: 12/12/2022] Open
Abstract
Although abnormal nuclear structure is an important criterion for cancer diagnostics, remarkably little is known about its relationship to tumor development. Here we report that loss of lamin B1, a determinant of nuclear architecture, plays a key role in lung cancer. We found that lamin B1 levels were reduced in lung cancer patients. Lamin B1 silencing in lung epithelial cells promoted epithelial-mesenchymal transition, cell migration, tumor growth, and metastasis. Mechanistically, we show that lamin B1 recruits the polycomb repressive complex 2 (PRC2) to alter the H3K27me3 landscape and repress genes involved in cell migration and signaling. In particular, epigenetic derepression of the RET proto-oncogene by loss of PRC2 recruitment, and activation of the RET/p38 signaling axis, play a crucial role in mediating the malignant phenotype upon lamin B1 disruption. Importantly, loss of a single lamin B1 allele induced spontaneous lung tumor formation and RET activation. Thus, lamin B1 acts as a tumor suppressor in lung cancer, linking aberrant nuclear structure and epigenetic patterning with malignancy.
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Affiliation(s)
- Yanhan Jia
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research, Bad Nauheim, Germany
- Anatomy and Developmental Biology, Centre for Biomedicine and Medical Technology Mannheim (CBTM) and European Center for Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Joaquim Si-Long Vong
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research, Bad Nauheim, Germany
| | - Alina Asafova
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research, Bad Nauheim, Germany
| | - Boyan K Garvalov
- Microvascular Biology and Pathobiology, European Center for Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- Institute of Neuropathology, Justus Liebig University, Giessen, Germany
| | - Luca Caputo
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research, Bad Nauheim, Germany
| | - Julio Cordero
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research, Bad Nauheim, Germany
- Anatomy and Developmental Biology, Centre for Biomedicine and Medical Technology Mannheim (CBTM) and European Center for Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Anshu Singh
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research, Bad Nauheim, Germany
- Anatomy and Developmental Biology, Centre for Biomedicine and Medical Technology Mannheim (CBTM) and European Center for Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Thomas Boettger
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research, Bad Nauheim, Germany
| | - Stefan Günther
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research, Bad Nauheim, Germany
| | - Ludger Fink
- Institute of Pathology and Cytology, Überregionale Gemeinschaftspraxis für Pathologie (ÜGP), Wetzlar, Germany
| | - Till Acker
- Institute of Neuropathology, Justus Liebig University, Giessen, Germany
| | - Guillermo Barreto
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research, Bad Nauheim, Germany
| | - Werner Seeger
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research, Bad Nauheim, Germany
- Department of Internal Medicine, Justus Liebig University, Member of the German Center for Lung Research (DZL), Giessen, Germany
| | - Thomas Braun
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research, Bad Nauheim, Germany
| | - Rajkumar Savai
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research, Bad Nauheim, Germany
- Department of Internal Medicine, Justus Liebig University, Member of the German Center for Lung Research (DZL), Giessen, Germany
| | - Gergana Dobreva
- Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research, Bad Nauheim, Germany
- Anatomy and Developmental Biology, Centre for Biomedicine and Medical Technology Mannheim (CBTM) and European Center for Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- Medical Faculty, J.W. Goethe University Frankfurt, Frankfurt, Germany
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74
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Ding M, He SJ, Yang J. MCP-1/CCL2 Mediated by Autocrine Loop of PDGF-BB Promotes Invasion of Lung Cancer Cell by Recruitment of Macrophages Via CCL2–CCR2 Axis. J Interferon Cytokine Res 2019; 39:224-232. [PMID: 30730243 DOI: 10.1089/jir.2018.0113] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Affiliation(s)
- Mei Ding
- Department of Respiratory Medicine, Zhongnan Hospital of Wuhan University, Wuhan, P. R. China
| | - Shao-Jun He
- Department of Respiratory Medicine, Zhongnan Hospital of Wuhan University, Wuhan, P. R. China
| | - Jiong Yang
- Department of Respiratory Medicine, Zhongnan Hospital of Wuhan University, Wuhan, P. R. China
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75
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Saul MJ, Baumann I, Bruno A, Emmerich AC, Wellstein J, Ottinger SM, Contursi A, Dovizio M, Donnini S, Tacconelli S, Raouf J, Idborg H, Stein S, Korotkova M, Savai R, Terzuoli E, Sala G, Seeger W, Jakobsson PJ, Patrignani P, Suess B, Steinhilber D. miR-574-5p as RNA decoy for CUGBP1 stimulates human lung tumor growth by mPGES-1 induction. FASEB J 2019; 33:6933-6947. [PMID: 30922080 DOI: 10.1096/fj.201802547r] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
MicroRNAs (miRs) are important posttranscriptional regulators of gene expression. Besides their well-characterized inhibitory effects on mRNA stability and translation, miRs can also activate gene expression. In this study, we identified a novel noncanonical function of miR-574-5p. We found that miR-574-5p acts as an RNA decoy to CUG RNA-binding protein 1 (CUGBP1) and antagonizes its function. MiR-574-5p induces microsomal prostaglandin E synthase-1 (mPGES-1) expression by preventing CUGBP1 binding to its 3'UTR, leading to an enhanced alternative splicing and generation of an mPGES-1 3'UTR isoform, increased mPGES-1 protein expression, PGE2 formation, and tumor growth in vivo. miR-574-5p-induced tumor growth in mice could be completely inhibited with the mPGES-1 inhibitor CIII. Moreover, miR-574-5p is induced by IL-1β and is strongly overexpressed in human nonsmall cell lung cancer where high mPGES-1 expression correlates with a low survival rate. The discovered function of miR-574-5p as a CUGBP1 decoy opens up new therapeutic opportunities. It might serve as a stratification marker to select lung tumor patients who respond to the pharmacological inhibition of PGE2 formation.-Saul, M. J., Baumann, I., Bruno, A., Emmerich, A. C., Wellstein, J., Ottinger, S. M., Contursi, A., Dovizio, M., Donnini, S., Tacconelli, S., Raouf, J., Idborg, H., Stein, S., Korotkova, M., Savai, R., Terzuoli, E., Sala, G., Seeger, W., Jakobsson, P.-J., Patrignani, P., Suess, B., Steinhilber, D. miR-574-5p as RNA decoy for CUGBP1 stimulates human lung tumor growth by mPGES-1 induction.
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Affiliation(s)
- Meike J Saul
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Frankfurt, Germany.,Department of Biology, Technische Universität Darmstadt, Darmstadt, Germany
| | - Isabell Baumann
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Frankfurt, Germany.,Department of Biology, Technische Universität Darmstadt, Darmstadt, Germany
| | - Annalisa Bruno
- Department of Neuroscience, Imaging, and Clinical Science, Section of Cardiovascular and Pharmacological Sciences, School of Medicine, G. d'Annunzio University, Chieti, Italy.,Centro Scienze dell' Invecchiamento e Medicina Traslazionale (CeSI-MeT), G. d'Annunzio University, Chieti, Italy
| | - Anne C Emmerich
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Frankfurt, Germany.,Department of Biology, Technische Universität Darmstadt, Darmstadt, Germany
| | - Julia Wellstein
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Frankfurt, Germany.,Department of Biology, Technische Universität Darmstadt, Darmstadt, Germany
| | - Sarah M Ottinger
- Department of Biology, Technische Universität Darmstadt, Darmstadt, Germany
| | - Annalisa Contursi
- Department of Neuroscience, Imaging, and Clinical Science, Section of Cardiovascular and Pharmacological Sciences, School of Medicine, G. d'Annunzio University, Chieti, Italy.,Centro Scienze dell' Invecchiamento e Medicina Traslazionale (CeSI-MeT), G. d'Annunzio University, Chieti, Italy
| | - Melania Dovizio
- Department of Neuroscience, Imaging, and Clinical Science, Section of Cardiovascular and Pharmacological Sciences, School of Medicine, G. d'Annunzio University, Chieti, Italy.,Centro Scienze dell' Invecchiamento e Medicina Traslazionale (CeSI-MeT), G. d'Annunzio University, Chieti, Italy
| | - Sandra Donnini
- Department of Life Sciences, University of Siena, Siena, Italy
| | - Stefania Tacconelli
- Department of Neuroscience, Imaging, and Clinical Science, Section of Cardiovascular and Pharmacological Sciences, School of Medicine, G. d'Annunzio University, Chieti, Italy.,Centro Scienze dell' Invecchiamento e Medicina Traslazionale (CeSI-MeT), G. d'Annunzio University, Chieti, Italy
| | - Joan Raouf
- Rheumatology Unit, Department of Medicine, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Helena Idborg
- Rheumatology Unit, Department of Medicine, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | | | - Marina Korotkova
- Rheumatology Unit, Department of Medicine, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Rajkumar Savai
- Department of Lung Development and Remodeling, German Center for Lung Research (DZL), Max Planck Institute for Heart and Lung Research, Bad Nauheim, Germany
| | - Erika Terzuoli
- Department of Life Sciences, University of Siena, Siena, Italy
| | - Gianluca Sala
- Centro Scienze dell' Invecchiamento e Medicina Traslazionale (CeSI-MeT), G. d'Annunzio University, Chieti, Italy.,Department of Medical and Oral Sciences and Biotechnologies, G. d'Annunzio University, Chieti, Italy; and
| | - Werner Seeger
- Department of Lung Development and Remodeling, German Center for Lung Research (DZL), Max Planck Institute for Heart and Lung Research, Bad Nauheim, Germany.,Department of Internal Medicine II, Marburg Lung Center (UGMLC), University of Giessen, Giessen, Germany
| | - Per-Johan Jakobsson
- Rheumatology Unit, Department of Medicine, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Paola Patrignani
- Department of Neuroscience, Imaging, and Clinical Science, Section of Cardiovascular and Pharmacological Sciences, School of Medicine, G. d'Annunzio University, Chieti, Italy.,Centro Scienze dell' Invecchiamento e Medicina Traslazionale (CeSI-MeT), G. d'Annunzio University, Chieti, Italy
| | - Beatrix Suess
- Department of Biology, Technische Universität Darmstadt, Darmstadt, Germany
| | - Dieter Steinhilber
- Institute of Pharmaceutical Chemistry, Goethe University Frankfurt, Frankfurt, Germany
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76
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Beig N, Khorrami M, Alilou M, Prasanna P, Braman N, Orooji M, Rakshit S, Bera K, Rajiah P, Ginsberg J, Donatelli C, Thawani R, Yang M, Jacono F, Tiwari P, Velcheti V, Gilkeson R, Linden P, Madabhushi A. Perinodular and Intranodular Radiomic Features on Lung CT Images Distinguish Adenocarcinomas from Granulomas. Radiology 2019; 290:783-792. [PMID: 30561278 PMCID: PMC6394783 DOI: 10.1148/radiol.2018180910] [Citation(s) in RCA: 206] [Impact Index Per Article: 41.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2018] [Revised: 10/15/2018] [Accepted: 10/25/2018] [Indexed: 12/18/2022]
Abstract
Purpose To evaluate ability of radiomic (computer-extracted imaging) features to distinguish non-small cell lung cancer adenocarcinomas from granulomas at noncontrast CT. Materials and Methods For this retrospective study, screening or standard diagnostic noncontrast CT images were collected for 290 patients (mean age, 68 years; range, 18-92 years; 125 men [mean age, 67 years; range, 18-90 years] and 165 women [mean age, 68 years; range, 33-92 years]) from two institutions between 2007 and 2013. Histopathologic analysis was available for one nodule per patient. Corresponding nodule of interest was identified on axial CT images by a radiologist with manual annotation. Nodule shape, wavelet (Gabor), and texture-based (Haralick and Laws energy) features were extracted from intra- and perinodular regions. Features were pruned to train machine learning classifiers with 145 patients. In a test set of 145 patients, classifier results were compared against a convolutional neural network (CNN) and diagnostic readings of two radiologists. Results Support vector machine classifier with intranodular radiomic features achieved an area under the receiver operating characteristic curve (AUC) of 0.75 on the test set. Combining radiomics of intranodular with perinodular regions improved the AUC to 0.80. On the same test set, CNN resulted in an AUC of 0.76. Radiologist readers achieved AUCs of 0.61 and 0.60, respectively. Conclusion Radiomic features from intranodular and perinodular regions of nodules can distinguish non-small cell lung cancer adenocarcinomas from benign granulomas at noncontrast CT. © RSNA, 2018 Online supplemental material is available for this article. See also the editorial by Nishino in this issue.
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Affiliation(s)
- Niha Beig
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Mohammadhadi Khorrami
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Mehdi Alilou
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Prateek Prasanna
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Nathaniel Braman
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Mahdi Orooji
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Sagar Rakshit
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Kaustav Bera
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Prabhakar Rajiah
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Jennifer Ginsberg
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Christopher Donatelli
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Rajat Thawani
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Michael Yang
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Frank Jacono
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Pallavi Tiwari
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Vamsidhar Velcheti
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Robert Gilkeson
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Philip Linden
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Anant Madabhushi
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
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77
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Raguraman R, Parameswaran S, Kanwar JR, Khetan V, Rishi P, Kanwar RK, Krishnakumar S. Evidence of Tumour Microenvironment and Stromal Cellular Components in Retinoblastoma. Ocul Oncol Pathol 2019; 5:85-93. [PMID: 30976585 PMCID: PMC6422135 DOI: 10.1159/000488709] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2017] [Revised: 03/19/2018] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND The tumour microenvironment (TME) consisting of tumour cells and multiple stromal cell types regulate tumour growth, invasion and metastasis. While the concept of TME and presence of stromal cellular components is widely established in cancers, its significance in the paediatric intraocular malignancy, retinoblastoma (RB), remains unknown. METHODS The study qualitatively identified the presence of multiple stromal cellular subtypes in RB TME by immunohistochemistry. RESULTS Results of the study identified the presence of stromal cell types such as endothelial cells, tumour-associated macrophages, fibroblasts, cancer-associated fibroblasts, retinal astrocytes and glia in RB TME. The extent of stromal marker positivity, however, did not correlate with histopathological features of RB. CONCLUSIONS The findings of the study convincingly suggest the presence of a stromal component in RB tumours. The interactions between stromal cells and tumour cells might be of profound importance in RB progression.
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Affiliation(s)
- Rajeswari Raguraman
- Department of Larsen and Toubro Ocular Pathology, Vision Research Foundation, Sankara Nethralaya, Chennai, India
- School of Medicine, Centre for Molecular and Medical Research, Deakin University, Geelong, Victoria, Australia
| | - Sowmya Parameswaran
- Radheshyam Kanoi Stem Cell Laboratory, Vision Research Foundation, Sankara Nethralaya, Chennai, India
| | - Jagat Rakesh Kanwar
- School of Medicine, Centre for Molecular and Medical Research, Deakin University, Geelong, Victoria, Australia
| | - Vikas Khetan
- Department of Ocular Oncology, Medical Research Foundation, Sankara Nethralaya, Chennai, India
| | - Pukhraj Rishi
- Department of Ocular Oncology, Medical Research Foundation, Sankara Nethralaya, Chennai, India
| | - Rupinder Kaur Kanwar
- School of Medicine, Centre for Molecular and Medical Research, Deakin University, Geelong, Victoria, Australia
| | - Subramanian Krishnakumar
- Department of Larsen and Toubro Ocular Pathology, Vision Research Foundation, Sankara Nethralaya, Chennai, India
- School of Medicine, Centre for Molecular and Medical Research, Deakin University, Geelong, Victoria, Australia
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78
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Stankovic B, Bjørhovde HAK, Skarshaug R, Aamodt H, Frafjord A, Müller E, Hammarström C, Beraki K, Bækkevold ES, Woldbæk PR, Helland Å, Brustugun OT, Øynebråten I, Corthay A. Immune Cell Composition in Human Non-small Cell Lung Cancer. Front Immunol 2019; 9:3101. [PMID: 30774636 PMCID: PMC6367276 DOI: 10.3389/fimmu.2018.03101] [Citation(s) in RCA: 199] [Impact Index Per Article: 39.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Accepted: 12/14/2018] [Indexed: 12/11/2022] Open
Abstract
Non-small cell lung cancer (NSCLC) is the leading cause of cancer-related death in the world. Immunological analysis of the tumor microenvironment (immunoscore) shows great promise for improved prognosis and prediction of response to immunotherapy. However, the exact immune cell composition in NSCLC remains unclear. Here, we used flow cytometry to characterize the immune infiltrate in NSCLC tumors, non-cancerous lung tissue, regional lymph node, and blood. The cellular identity of >95% of all CD45+ immune cells was determined. Thirteen distinct immune cell types were identified in NSCLC tumors. T cells dominated the lung cancer landscape (on average 47% of all CD45+ immune cells). CD4+ T cells were the most abundant T cell population (26%), closely followed by CD8+ T cells (22%). Double negative CD4−CD8− T cells represented a small fraction (1.4%). CD19+ B cells were the second most common immune cell type in NSCLC tumors (16%), and four different B cell sub-populations were identified. Macrophages and natural killer (NK) cells composed 4.7 and 4.5% of the immune cell infiltrate, respectively. Three types of dendritic cells (DCs) were identified (plasmacytoid DCs, CD1c+ DCs, and CD141+ DCs) which together represented 2.1% of all immune cells. Among granulocytes, neutrophils were frequent (8.6%) with a high patient-to-patient variability, while mast cells (1.4%), basophils (0.4%), and eosinophils (0.3%) were less common. Across the cohort of patients, only B cells showed a significantly higher representation in NSCLC tumors compared to the distal lung. In contrast, the percentages of macrophages and NK cells were lower in tumors than in non-cancerous lung tissue. Furthermore, the fraction of macrophages with high HLA-DR expression levels was higher in NSCLC tumors relative to distal lung tissue. To make the method readily accessible, antibody panels and flow cytometry gating strategy used to identify the various immune cells are described in detail. This work should represent a useful resource for the immunomonitoring of patients with NSCLC.
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Affiliation(s)
- Branislava Stankovic
- Tumor Immunology Lab, Department of Pathology, Rikshospitalet, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Heidi Anine Korsmo Bjørhovde
- Tumor Immunology Lab, Department of Pathology, Rikshospitalet, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Renate Skarshaug
- Tumor Immunology Lab, Department of Pathology, Rikshospitalet, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Henrik Aamodt
- Tumor Immunology Lab, Department of Pathology, Rikshospitalet, Oslo University Hospital and University of Oslo, Oslo, Norway.,Department of Cardiothoracic Surgery, Ullevål Hospital, Oslo University Hospital, Oslo, Norway
| | - Astri Frafjord
- Tumor Immunology Lab, Department of Pathology, Rikshospitalet, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Elisabeth Müller
- Tumor Immunology Lab, Department of Pathology, Rikshospitalet, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Clara Hammarström
- Department of Pathology, Rikshospitalet, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Kahsai Beraki
- Tumor Immunology Lab, Department of Pathology, Rikshospitalet, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Espen S Bækkevold
- Department of Pathology, Rikshospitalet, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Per Reidar Woldbæk
- Department of Cardiothoracic Surgery, Ullevål Hospital, Oslo University Hospital, Oslo, Norway
| | - Åslaug Helland
- Department of Oncology, Norwegian Radium Hospital, Oslo University Hospital, Oslo, Norway.,Department of Genetics, Institute for Cancer Research, Norwegian Radium Hospital, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Odd Terje Brustugun
- Section of Oncology, Drammen Hospital, Vestre Viken Hospital Trust, Drammen, Norway
| | - Inger Øynebråten
- Tumor Immunology Lab, Department of Pathology, Rikshospitalet, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Alexandre Corthay
- Tumor Immunology Lab, Department of Pathology, Rikshospitalet, Oslo University Hospital and University of Oslo, Oslo, Norway
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79
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Altorki NK, Markowitz GJ, Gao D, Port JL, Saxena A, Stiles B, McGraw T, Mittal V. The lung microenvironment: an important regulator of tumour growth and metastasis. Nat Rev Cancer 2019; 19:9-31. [PMID: 30532012 PMCID: PMC6749995 DOI: 10.1038/s41568-018-0081-9] [Citation(s) in RCA: 646] [Impact Index Per Article: 129.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Lung cancer is a major global health problem, as it is the leading cause of cancer-related deaths worldwide. Major advances in the identification of key mutational alterations have led to the development of molecularly targeted therapies, whose efficacy has been limited by emergence of resistance mechanisms. US Food and Drug Administration (FDA)-approved therapies targeting angiogenesis and more recently immune checkpoints have reinvigorated enthusiasm in elucidating the prognostic and pathophysiological roles of the tumour microenvironment in lung cancer. In this Review, we highlight recent advances and emerging concepts for how the tumour-reprogrammed lung microenvironment promotes both primary lung tumours and lung metastasis from extrapulmonary neoplasms by contributing to inflammation, angiogenesis, immune modulation and response to therapies. We also discuss the potential of understanding tumour microenvironmental processes to identify biomarkers of clinical utility and to develop novel targeted therapies against lung cancer.
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Affiliation(s)
- Nasser K Altorki
- Department of Cardiothoracic Surgery, Weill Cornell Medicine, New York, NY, USA
- Neuberger Berman Foundation Lung Cancer Research Center, Weill Cornell Medicine, New York, NY, USA
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - Geoffrey J Markowitz
- Department of Cardiothoracic Surgery, Weill Cornell Medicine, New York, NY, USA
- Neuberger Berman Foundation Lung Cancer Research Center, Weill Cornell Medicine, New York, NY, USA
| | - Dingcheng Gao
- Department of Cardiothoracic Surgery, Weill Cornell Medicine, New York, NY, USA
- Neuberger Berman Foundation Lung Cancer Research Center, Weill Cornell Medicine, New York, NY, USA
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
- Department of Cell and Developmental Biology, Weill Cornell Medicine, New York, NY, USA
| | - Jeffrey L Port
- Department of Cardiothoracic Surgery, Weill Cornell Medicine, New York, NY, USA
- Neuberger Berman Foundation Lung Cancer Research Center, Weill Cornell Medicine, New York, NY, USA
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - Ashish Saxena
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
- Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Brendon Stiles
- Department of Cardiothoracic Surgery, Weill Cornell Medicine, New York, NY, USA
- Neuberger Berman Foundation Lung Cancer Research Center, Weill Cornell Medicine, New York, NY, USA
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
| | - Timothy McGraw
- Department of Cardiothoracic Surgery, Weill Cornell Medicine, New York, NY, USA
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA
- Department of Biochemistry, Weill Cornell Medicine, New York, NY, USA
| | - Vivek Mittal
- Department of Cardiothoracic Surgery, Weill Cornell Medicine, New York, NY, USA.
- Neuberger Berman Foundation Lung Cancer Research Center, Weill Cornell Medicine, New York, NY, USA.
- Meyer Cancer Center, Weill Cornell Medicine, New York, NY, USA.
- Department of Cell and Developmental Biology, Weill Cornell Medicine, New York, NY, USA.
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80
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Luo J, Hu S, Wei T, Sun J, Liu N, Wang J. TGF-beta 1 levels are associated with lymphocyte percentages in patients with lung cancer treated with radiation therapy. Onco Targets Ther 2018; 11:8349-8355. [PMID: 30568457 PMCID: PMC6267770 DOI: 10.2147/ott.s175956] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Purpose Plasma TGF-β1 protein levels reportedly may predict the treatment outcomes of lung cancer. We hypothesized that in patients with lung cancer treated with radiation therapy (RT), TGF-β1 levels may correlate with the percentages of CD4+ T cells, CD8+ T cells, and the CD4+/CD8+ T cell ratio in peripheral blood. Patients and methods Eighty-two lung cancer patients satisfied the inclusion criteria. Platelet-poor plasma was obtained before RT, at the second and fourth weeks during RT, and at the end of RT (pre-, during-, and post-RT, respectively). TGF-β1 was measured via ELISA, while recording the percentages of lymphocyte subsets in peripheral blood. Short-term efficacy was categorized as complete response, partial response, stable disease, or progressive disease. Results Patients who had significantly lower TGF-β1 protein levels after RT than pre-RT seemed to have a better short-term effect (P<0.05) than those who had higher TGF-β1 levels. There was a significant association between the TGF-β1 levels and percentages of CD4+ T cells, CD8+ T cells, or CD4+/CD8+ T cell ratio during and at the end of RT. Changes in CD3+ T cells, B cells, or natural killer cells were not statistically related to the changes in TGF-β1 levels. Conclusion Lung cancer patients with TGF-β1 levels in plasma after RT that are below pre-RT levels may experience better short-term efficacy. The underlying mechanism may be related to the influence of TGF-β1 on antitumor immunity.
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Affiliation(s)
- Jing Luo
- Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, .,Key Laboratory of Cancer Prevention and Therapy, .,Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China,
| | - Sainan Hu
- Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing 210000, China
| | - Tingting Wei
- Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, .,Key Laboratory of Cancer Prevention and Therapy, .,Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China,
| | - Jifeng Sun
- Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, .,Key Laboratory of Cancer Prevention and Therapy, .,Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China,
| | - Ningbo Liu
- Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, .,Key Laboratory of Cancer Prevention and Therapy, .,Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China,
| | - Jun Wang
- Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, .,Key Laboratory of Cancer Prevention and Therapy, .,Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China,
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81
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Parra ER, Villalobos P, Behrens C, Jiang M, Pataer A, Swisher SG, William WN, Zhang J, Lee J, Cascone T, Heymach JV, Forget MA, Haymaker C, Bernatchez C, Kalhor N, Weissferdt A, Moran C, Zhang J, Vaporciyan A, Gibbons DL, Sepesi B, Wistuba II. Effect of neoadjuvant chemotherapy on the immune microenvironment in non-small cell lung carcinomas as determined by multiplex immunofluorescence and image analysis approaches. J Immunother Cancer 2018; 6:48. [PMID: 29871672 PMCID: PMC5989476 DOI: 10.1186/s40425-018-0368-0] [Citation(s) in RCA: 113] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2018] [Accepted: 05/25/2018] [Indexed: 01/12/2023] Open
Abstract
Background The clinical efficacy observed with inhibitors of programed cell death 1/programed cell death ligand 1 (PD-L1/PD-1) in cancer therapy has prompted studies to characterize the immune response in several tumor types, including lung cancer. However, the immunological profile of non–small cell lung carcinoma (NSCLC) treated with neoadjuvant chemotherapy (NCT) is not yet fully characterized, and it may be therapeutically important. The aim of this retrospective study was to characterize and quantify PD-L1/PD-1 expression and tumor-associated immune cells (TAICs) in surgically resected NSCLCs from patients who received NCT or did not receive NCT (non-NCT). Methods We analyzed immune markers in formalin-fixed, paraffin-embedded tumor tissues resected from 112 patients with stage II/III NSCLC, including 61 non-NCT (adenocarcinoma [ADC] = 33; squamous cell carcinoma [SCC] = 28) and 51 NCT (ADC = 31; SCC = 20). We used multiplex immunofluorescence to identify and quantify immune markers grouped into two 6-antibody panels: panel 1 included AE1/AE3, PD-L1, CD3, CD4, CD8, and CD68; panel 2 included AE1/AE3, PD1, granzyme B, FOXP3, CD45RO, and CD57. Results PD-L1 expression was higher (> overall median) in NCT cases (median, 19.53%) than in non-NCT cases (median, 1.55%; P = 0.022). Overall, density of TAICs was higher in NCT-NSCLCs than in non-NCT-NSCLCs. Densities of CD3+ cells in the tumor epithelial compartment were higher in NCT-ADCs and NCT-SCCs than in non-NCT-ADCs and non-NCT-SCCs (P = 0.043). Compared with non-NCT-SCCs, NCT-SCCs showed significantly higher densities of CD3 + CD4+ (P = 0.019) and PD-1+ (P < 0.001) cells in the tumor epithelial compartment. Density of CD68+ tumor-associated macrophages (TAMs) was higher in NCT-NSCLCs than in non-NCT-NSCLCs and was significantly higher in NCT-SCCs than in non-NCT-SCCs. In NCT-NSCLCs, higher levels of epithelial T lymphocytes (CD3 + CD4+) and epithelial and stromal TAMs (CD68+) were associated with better outcome in univariate and multivariate analyses. Conclusions NCT-NSCLCs exhibited higher levels of PD-L1 expression and T-cell subset regulation than non-NCT-NSCLCs, suggesting that NCT activates specific immune response mechanisms in lung cancer. These results suggest the need for clinical trials and translational studies of combined chemotherapy and immunotherapy prior to surgical resection of locally advanced NSCLC. Electronic supplementary material The online version of this article (10.1186/s40425-018-0368-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Edwin R Parra
- Department of Translational Molecular Pathology, Unit 951, The University of Texas MD Anderson Cancer Center, 2130 West Holcombe Blvd, Houston, TX, 77030, USA.
| | - Pamela Villalobos
- Department of Translational Molecular Pathology, Unit 951, The University of Texas MD Anderson Cancer Center, 2130 West Holcombe Blvd, Houston, TX, 77030, USA
| | - Carmen Behrens
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Mei Jiang
- Department of Translational Molecular Pathology, Unit 951, The University of Texas MD Anderson Cancer Center, 2130 West Holcombe Blvd, Houston, TX, 77030, USA
| | - Apar Pataer
- Department of Thoracic and Cardiovascular Surgery, Unit 1489, The University of Texas MD Anderson Cancer Center, 1400 Pressler St. Houston, Houston,, TX, 77030, USA
| | - Stephen G Swisher
- Department of Thoracic and Cardiovascular Surgery, Unit 1489, The University of Texas MD Anderson Cancer Center, 1400 Pressler St. Houston, Houston,, TX, 77030, USA
| | - William N William
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jiexin Zhang
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jack Lee
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Tina Cascone
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - John V Heymach
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Marie-Andrée Forget
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Cara Haymaker
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Chantale Bernatchez
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Neda Kalhor
- Department of Anatomical Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Annikka Weissferdt
- Department of Anatomical Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Cesar Moran
- Department of Anatomical Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jianjun Zhang
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ara Vaporciyan
- Department of Thoracic and Cardiovascular Surgery, Unit 1489, The University of Texas MD Anderson Cancer Center, 1400 Pressler St. Houston, Houston,, TX, 77030, USA
| | - Don L Gibbons
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Boris Sepesi
- Department of Thoracic and Cardiovascular Surgery, Unit 1489, The University of Texas MD Anderson Cancer Center, 1400 Pressler St. Houston, Houston,, TX, 77030, USA.
| | - Ignacio I Wistuba
- Department of Translational Molecular Pathology, Unit 951, The University of Texas MD Anderson Cancer Center, 2130 West Holcombe Blvd, Houston, TX, 77030, USA. .,Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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82
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Seo JS, Lee JW, Kim A, Shin JY, Jung YJ, Lee SB, Kim YH, Park S, Lee HJ, Park IK, Kang CH, Yun JY, Kim J, Kim YT. Whole Exome and Transcriptome Analyses Integrated with Microenvironmental Immune Signatures of Lung Squamous Cell Carcinoma. Cancer Immunol Res 2018; 6:848-859. [PMID: 29720381 DOI: 10.1158/2326-6066.cir-17-0453] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2017] [Revised: 12/18/2017] [Accepted: 04/25/2018] [Indexed: 11/16/2022]
Abstract
The immune microenvironment in lung squamous cell carcinoma (LUSC) is not well understood, with interactions between the host immune system and the tumor, as well as the molecular pathogenesis of LUSC, awaiting better characterization. To date, no molecularly targeted agents have been developed for LUSC treatment. Identification of predictive and prognostic biomarkers for LUSC could help optimize therapy decisions. We sequenced whole exomes and RNA from 101 tumors and matched noncancer control Korean samples. We used the information to predict subtype-specific interactions within the LUSC microenvironment and to connect genomic alterations with immune signatures. Hierarchical clustering based on gene expression and mutational profiling revealed subtypes that were either immune defective or immune competent. We analyzed infiltrating stromal and immune cells to further characterize the tumor microenvironment. Elevated expression of macrophage 2 signature genes in the immune competent subtype confirmed that tumor-associated macrophages (TAM) linked inflammation and mutation-driven cancer. A negative correlation was evident between the immune score and the amount of somatic copy-number variation (SCNV) of immune genes (r = -0.58). The SCNVs showed a potential detrimental effect on immunity in the immune-deficient subtype. Knowledge of the genomic alterations in the tumor microenvironment could be used to guide design of immunotherapy options that are appropriate for patients with certain cancer subtypes. Cancer Immunol Res; 6(7); 848-59. ©2018 AACR.
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Affiliation(s)
- Jeong-Sun Seo
- Precision Medicine Center, Seoul National University Bundang Hospital, Seongnamsi, Korea. .,Genomic Medicine Institute (GMI), Medical Research Center, Seoul National University, Seoul, Republic of Korea.,Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Republic of Korea.,Macrogen Inc., Seoul, Republic of Korea
| | - Ji Won Lee
- Genomic Medicine Institute (GMI), Medical Research Center, Seoul National University, Seoul, Republic of Korea.,Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Ahreum Kim
- Genomic Medicine Institute (GMI), Medical Research Center, Seoul National University, Seoul, Republic of Korea.,Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jong-Yeon Shin
- Genomic Medicine Institute (GMI), Medical Research Center, Seoul National University, Seoul, Republic of Korea.,Macrogen Inc., Seoul, Republic of Korea
| | - Yoo Jin Jung
- Seoul National University Cancer Research Institute, Seoul, Republic of Korea
| | - Sae Bom Lee
- Seoul National University Cancer Research Institute, Seoul, Republic of Korea
| | - Yoon Ho Kim
- Seoul National University Cancer Research Institute, Seoul, Republic of Korea
| | - Samina Park
- Department of Thoracic and Cardiovascular Surgery, Seoul National University Hospital, Seoul, Republic of Korea
| | - Hyun Joo Lee
- Department of Thoracic and Cardiovascular Surgery, Seoul National University Hospital, Seoul, Republic of Korea
| | - In-Kyu Park
- Department of Thoracic and Cardiovascular Surgery, Seoul National University Hospital, Seoul, Republic of Korea
| | - Chang-Hyun Kang
- Department of Thoracic and Cardiovascular Surgery, Seoul National University Hospital, Seoul, Republic of Korea
| | - Ji-Young Yun
- Genomic Medicine Institute (GMI), Medical Research Center, Seoul National University, Seoul, Republic of Korea.,Macrogen Inc., Seoul, Republic of Korea
| | - Jihye Kim
- Genomic Medicine Institute (GMI), Medical Research Center, Seoul National University, Seoul, Republic of Korea.,Macrogen Inc., Seoul, Republic of Korea
| | - Young Tae Kim
- Genomic Medicine Institute (GMI), Medical Research Center, Seoul National University, Seoul, Republic of Korea. .,Seoul National University Cancer Research Institute, Seoul, Republic of Korea.,Department of Thoracic and Cardiovascular Surgery, Seoul National University Hospital, Seoul, Republic of Korea
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83
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Wang SS, Liu W, Ly D, Xu H, Qu L, Zhang L. Tumor-infiltrating B cells: their role and application in anti-tumor immunity in lung cancer. Cell Mol Immunol 2018; 16:6-18. [PMID: 29628498 DOI: 10.1038/s41423-018-0027-x] [Citation(s) in RCA: 296] [Impact Index Per Article: 49.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2017] [Revised: 03/01/2018] [Accepted: 03/02/2018] [Indexed: 02/07/2023] Open
Abstract
Evidence indicates that lung cancer development is a complex process that involves interactions between tumor cells, stromal fibroblasts, and immune cells. Tumor-infiltrating immune cells play a significant role in the promotion or inhibition of tumor growth. As an integral component of the tumor microenvironment, tumor-infiltrating B lymphocytes (TIBs) exist in all stages of cancer and play important roles in shaping tumor development. Here, we review recent clinical and preclinical studies that outline the role of TIBs in lung cancer development, assess their prognostic significance, and explore the potential benefit of B cell-based immunotherapy for lung cancer treatment.
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Affiliation(s)
- Si-Si Wang
- Department of Translational Medicine, The First Hospital of Jilin University, Changchun, 130061, China
| | - Wei Liu
- Department of Translational Medicine, The First Hospital of Jilin University, Changchun, 130061, China. .,Department of Thoracic surgery, The First Hospital of Jilin University, Changchun, 130021, China.
| | - Dalam Ly
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON, M5G 1L7, Canada.,Departments of Laboratory Medicine and Pathobiology, Immunology, University of Toronto, Toronto, ON, M5G 1L7, Canada
| | - Hao Xu
- Department of Translational Medicine, The First Hospital of Jilin University, Changchun, 130061, China
| | - Limei Qu
- Department of Pathology, The First Hospital of Jilin University, Changchun, 130021, China
| | - Li Zhang
- Toronto General Hospital Research Institute, University Health Network, Toronto, ON, M5G 1L7, Canada. .,Departments of Laboratory Medicine and Pathobiology, Immunology, University of Toronto, Toronto, ON, M5G 1L7, Canada.
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84
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Wei YL, Bai JA, He N, Tang QY. Tumor microenvironment of gastroenteropancreatic neuroendocrine neoplasms. Shijie Huaren Xiaohua Zazhi 2017; 25:2896-2905. [DOI: 10.11569/wcjd.v25.i32.2896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Tumor microenvironment provides a unique environment for tumor development, where the biology behavior of tumor cells is regulated not only by their genetics but also by the surrounding environment. Gastroenteropancreatic neuroendocrine neoplasms (GEP-NENs) originating from the neuroendocrine cells of the gastroenteropancreatic system are characterized by a propensity to secrete a variety of peptide hormones and biogenic amines. The symptoms of GEP-NENs at early stages are often atypical, thus delaying the diagnosis. A further understanding of the pathobiology of GEP-NENs on the basis of studies on GEP-NENs tumor microenvironment can provide new evidence for clinical diagnosis and treatment. This review aims to introduce different cell types, several proteins involved in extracellular matrix remodeling, some growth factors, and chromogranin A (CgA) in the tumor microenvironment of GEP-NENs, in order to highlight their indispensable roles in GEP-NENs progression.
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Affiliation(s)
- Ya-Ling Wei
- Department of Gastroenterology, the First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, Jiangsu Province, China
| | - Jian-An Bai
- Department of Gastroenterology, the Third Affiliated Hospital of Nanjing Medical University, Nanjing 211100, Jiangsu Province, China
| | - Na He
- Department of Gastroenterology, the First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, Jiangsu Province, China
| | - Qi-Yun Tang
- Department of General Practice, the First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, Jiangsu Province, China
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85
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Pullamsetti SS, Kojonazarov B, Storn S, Gall H, Salazar Y, Wolf J, Weigert A, El-Nikhely N, Ghofrani HA, Krombach GA, Fink L, Gattenlöhner S, Rapp UR, Schermuly RT, Grimminger F, Seeger W, Savai R. Lung cancer–associated pulmonary hypertension: Role of microenvironmental inflammation based on tumor cell–immune cell cross-talk. Sci Transl Med 2017; 9. [DOI: 10.1126/scitranslmed.aai9048] [Citation(s) in RCA: 67] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/30/2023]
Abstract
Lung cancer–associated pulmonary hypertension is associated with microenvironmental inflammation caused by tumor cell–immune cell cross-talk.
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Affiliation(s)
- Soni Savai Pullamsetti
- Max Planck Institute for Heart and Lung Research, Department of Lung Development and Remodeling, member of the German Center for Lung Research (DZL), Bad Nauheim, Germany
- Department of Internal Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), member of the DZL, Justus Liebig University, Giessen 35392, Germany
| | - Baktybek Kojonazarov
- Department of Internal Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), member of the DZL, Justus Liebig University, Giessen 35392, Germany
| | - Samantha Storn
- Max Planck Institute for Heart and Lung Research, Department of Lung Development and Remodeling, member of the German Center for Lung Research (DZL), Bad Nauheim, Germany
| | - Henning Gall
- Department of Internal Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), member of the DZL, Justus Liebig University, Giessen 35392, Germany
| | - Ylia Salazar
- Max Planck Institute for Heart and Lung Research, Department of Lung Development and Remodeling, member of the German Center for Lung Research (DZL), Bad Nauheim, Germany
| | - Janine Wolf
- Department of Radiology, UGMLC, member of the DZL, Justus Liebig University, Giessen 35392, Germany
| | - Andreas Weigert
- Institute of Biochemistry I, Faculty of Medicine, Goethe University Frankfurt, Frankfurt 60438, Germany
| | - Nefertiti El-Nikhely
- Max Planck Institute for Heart and Lung Research, Department of Lung Development and Remodeling, member of the German Center for Lung Research (DZL), Bad Nauheim, Germany
| | - Hossein Ardeschir Ghofrani
- Department of Internal Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), member of the DZL, Justus Liebig University, Giessen 35392, Germany
- Department of Medicine, Imperial College, London SW7 2AZ, UK
| | - Gabriele A. Krombach
- Department of Radiology, UGMLC, member of the DZL, Justus Liebig University, Giessen 35392, Germany
| | - Ludger Fink
- Institute of Pathology and Cytology, Wetzlar 35578, Germany
| | - Stefan Gattenlöhner
- Department of Pathology, UGMLC, member of the DZL, Justus Liebig University, Giessen 35392, Germany
| | - Ulf R. Rapp
- Max Planck Institute for Heart and Lung Research, Department of Lung Development and Remodeling, member of the German Center for Lung Research (DZL), Bad Nauheim, Germany
| | - Ralph Theo Schermuly
- Department of Internal Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), member of the DZL, Justus Liebig University, Giessen 35392, Germany
| | - Friedrich Grimminger
- Department of Internal Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), member of the DZL, Justus Liebig University, Giessen 35392, Germany
| | - Werner Seeger
- Max Planck Institute for Heart and Lung Research, Department of Lung Development and Remodeling, member of the German Center for Lung Research (DZL), Bad Nauheim, Germany
- Department of Internal Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), member of the DZL, Justus Liebig University, Giessen 35392, Germany
| | - Rajkumar Savai
- Max Planck Institute for Heart and Lung Research, Department of Lung Development and Remodeling, member of the German Center for Lung Research (DZL), Bad Nauheim, Germany
- Department of Internal Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), member of the DZL, Justus Liebig University, Giessen 35392, Germany
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86
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Ostroumov D, Fekete-Drimusz N, Saborowski M, Kühnel F, Woller N. CD4 and CD8 T lymphocyte interplay in controlling tumor growth. Cell Mol Life Sci 2017; 75:689-713. [PMID: 29032503 PMCID: PMC5769828 DOI: 10.1007/s00018-017-2686-7] [Citation(s) in RCA: 328] [Impact Index Per Article: 46.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Revised: 10/11/2017] [Accepted: 10/11/2017] [Indexed: 02/08/2023]
Abstract
The outstanding clinical success of immune checkpoint blockade has revived the interest in underlying mechanisms of the immune system that are capable of eliminating tumors even in advanced stages. In this scenario, CD4 and CD8 T cell responses are part of the cancer immune cycle and both populations significantly influence the clinical outcome. In general, the immune system has evolved several mechanisms to protect the host against cancer. Each of them has to be undermined or evaded during cancer development to enable tumor outgrowth. In this review, we give an overview of T lymphocyte-driven control of tumor growth and discuss the involved tumor-suppressive mechanisms of the immune system, such as senescence surveillance, cancer immunosurveillance, and cancer immunoediting with respect to recent clinical developments of immunotherapies. The main focus is on the currently existing knowledge about the CD4 and CD8 T lymphocyte interplay that mediates the control of tumor growth.
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Affiliation(s)
- Dmitrij Ostroumov
- Clinic for Gastroenterology, Hepatology, and Endocrinology, Hannover Medical School, Carl Neuberg Str. 1, 30625, Hannover, Germany
| | - Nora Fekete-Drimusz
- Clinic for Gastroenterology, Hepatology, and Endocrinology, Hannover Medical School, Carl Neuberg Str. 1, 30625, Hannover, Germany
| | - Michael Saborowski
- Clinic for Gastroenterology, Hepatology, and Endocrinology, Hannover Medical School, Carl Neuberg Str. 1, 30625, Hannover, Germany
| | - Florian Kühnel
- Clinic for Gastroenterology, Hepatology, and Endocrinology, Hannover Medical School, Carl Neuberg Str. 1, 30625, Hannover, Germany
| | - Norman Woller
- Clinic for Gastroenterology, Hepatology, and Endocrinology, Hannover Medical School, Carl Neuberg Str. 1, 30625, Hannover, Germany.
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87
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Vahl JM, Friedrich J, Mittler S, Trump S, Heim L, Kachler K, Balabko L, Fuhrich N, Geppert CI, Trufa DI, Sopel N, Rieker R, Sirbu H, Finotto S. Interleukin-10-regulated tumour tolerance in non-small cell lung cancer. Br J Cancer 2017; 117:1644-1655. [PMID: 29016555 PMCID: PMC5729436 DOI: 10.1038/bjc.2017.336] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Revised: 08/03/2017] [Accepted: 08/30/2017] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Lung cancer is the most life-threatening cancer type worldwide. Treatment options include surgery, radio- and chemotherapy, as well as the use of immunomodulatory antibodies. Interleukin (IL)-10 is an immunosuppressive cytokine involved in tumour immune escape. METHODS Immunohistochemistry (IHC) on human lung surgery tissue as well as human tumour cell line cultures, FACS analysis, real-time PCR and experimental lung cancer. RESULTS Here we discovered a positive correlation between IL-10 and IL-10 receptor (IL-10R) expression in the lung with tumour diameter in patients with lung cancer (non-small cell lung cancer), the most life-threatening cancer type worldwide. IL-10 and IL-10R were found induced in cells surrounding the lung tumour cells, and IL-10R was mainly expressed on the surface of Foxp-3+ T-regulatory lymphocytes infiltrating the tumour of these patients where its expression inversely correlated with programmed cell death 1. These findings were confirmed in translational studies. In a human lung adenocarcinoma cell line, IL-10R was found induced under metabolic restrictions present during tumour growth, whereby IL-10 inhibited PDL1 and tumour cell apoptosis. CONCLUSIONS These new findings suggest that IL-10 counteracts IFN-γ effects on PD1/PDL1 pathway, resulting in possible resistance of the tumour to anti-PD1/PDL1 immunotherapy.
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Affiliation(s)
- Julius Malte Vahl
- Laboratory of Cellular and Molecular Lung Immunology, Department of Molecular Pneumology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Hartmannstraβe 14, Erlangen 91052, Germany
| | - Juliane Friedrich
- Laboratory of Cellular and Molecular Lung Immunology, Department of Molecular Pneumology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Hartmannstraβe 14, Erlangen 91052, Germany
| | - Susanne Mittler
- Laboratory of Cellular and Molecular Lung Immunology, Department of Molecular Pneumology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Hartmannstraβe 14, Erlangen 91052, Germany
| | - Sonja Trump
- Laboratory of Cellular and Molecular Lung Immunology, Department of Molecular Pneumology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Hartmannstraβe 14, Erlangen 91052, Germany
| | - Lisanne Heim
- Laboratory of Cellular and Molecular Lung Immunology, Department of Molecular Pneumology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Hartmannstraβe 14, Erlangen 91052, Germany
| | - Katerina Kachler
- Laboratory of Cellular and Molecular Lung Immunology, Department of Molecular Pneumology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Hartmannstraβe 14, Erlangen 91052, Germany
| | - Liubov Balabko
- Laboratory of Cellular and Molecular Lung Immunology, Department of Molecular Pneumology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Hartmannstraβe 14, Erlangen 91052, Germany
| | - Nicole Fuhrich
- Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Krankenhausstraβe 8-10, Erlangen 91054, Germany
| | - Carol-Immanuel Geppert
- Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Krankenhausstraβe 8-10, Erlangen 91054, Germany
| | - Denis Iulian Trufa
- Department of Thoracic Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Krankenhausstraβe 12, Erlangen 91054, Germany
| | - Nina Sopel
- Laboratory of Cellular and Molecular Lung Immunology, Department of Molecular Pneumology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Hartmannstraβe 14, Erlangen 91052, Germany
| | - Ralf Rieker
- Institute of Pathology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Krankenhausstraβe 8-10, Erlangen 91054, Germany
| | - Horia Sirbu
- Department of Thoracic Surgery, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Krankenhausstraβe 12, Erlangen 91054, Germany
| | - Susetta Finotto
- Laboratory of Cellular and Molecular Lung Immunology, Department of Molecular Pneumology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Hartmannstraβe 14, Erlangen 91052, Germany
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88
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Wang L, Liang D, Xu X, Jin J, Li S, Tian G, Gao Z, Liu C, He Y. The prognostic value of neutrophil to lymphocyte and platelet to lymphocyte ratios for patients with lung cancer. Oncol Lett 2017; 14:6449-6456. [PMID: 29163681 PMCID: PMC5691389 DOI: 10.3892/ol.2017.7047] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2016] [Accepted: 07/14/2017] [Indexed: 12/28/2022] Open
Abstract
As the leading cause of cancer-associated mortality globally among males in 2012, lung cancer is a disease of particular concern. Previously, the neutrophil-to-lymphocyte ratio (NLR) and the platelet-to-lymphocyte ratio (PLR) were revealed to be prognostic factors for various types of cancer, including lung cancer. In the present study, a retrospective review was conducted with patients who were diagnosed with lung cancer between January 1, 2000 and December 31, 2005 in the Fourth Hospital of Hebei Medical University. A total of 695 patients were included, and the optimal cutoffs of the NLR and the PLR were 6.0 and 248.0, respectively. There were statistically significant associations between tumor-node-metastasis (TNM) stage, surgery, metastasis incidence and NLR (P<0.001). The associations between TNM stage, surgery incidence and PLR were also revealed to be statistically significant (P<0.001). Patients in the low NLR group demonstrated longer overall survival (OS) than patients in the high NLR group (819.57 days vs. 629.86 days, P=0.041). The NLR at diagnosis was demonstrated to be an independent prognostic factor for OS. Thus, the NLR may be a promising approach for predicting the prognosis of patients with lung cancer.
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Affiliation(s)
- Liqun Wang
- Division of Analytical Cytology, Cancer Institute of Hebei, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
| | - Di Liang
- Division of Analytical Cytology, Cancer Institute of Hebei, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
| | - Xiaoli Xu
- Medical Records Room, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
| | - Jing Jin
- Division of Analytical Cytology, Cancer Institute of Hebei, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
| | - Shumei Li
- Medical Records Room, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
| | - Guo Tian
- Medical Records Room, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
| | - Zhaoyu Gao
- Division of Analytical Cytology, Cancer Institute of Hebei, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
| | - Congmin Liu
- Division of Analytical Cytology, Cancer Institute of Hebei, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
| | - Yutong He
- Division of Analytical Cytology, Cancer Institute of Hebei, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
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89
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Varricchi G, Galdiero MR, Loffredo S, Marone G, Iannone R, Marone G, Granata F. Are Mast Cells MASTers in Cancer? Front Immunol 2017; 8:424. [PMID: 28446910 PMCID: PMC5388770 DOI: 10.3389/fimmu.2017.00424] [Citation(s) in RCA: 220] [Impact Index Per Article: 31.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Accepted: 03/27/2017] [Indexed: 12/19/2022] Open
Abstract
Prolonged low-grade inflammation or smoldering inflammation is a hallmark of cancer. Mast cells form a heterogeneous population of immune cells with differences in their ultra-structure, morphology, mediator content, and surface receptors. Mast cells are widely distributed throughout all tissues and are stromal components of the inflammatory microenvironment that modulates tumor initiation and development. Although canonically associated with allergic disorders, mast cells are a major source of pro-tumorigenic (e.g., angiogenic and lymphangiogenic factors) and antitumorigenic molecules (e.g., TNF-α and IL-9), depending on the milieu. In certain neoplasias (e.g., gastric, thyroid and Hodgkin's lymphoma) mast cells play a pro-tumorigenic role, in others (e.g., breast cancer) a protective role, whereas in yet others they are apparently innocent bystanders. These seemingly conflicting results suggest that the role of mast cells and their mediators could be cancer specific. The microlocalization (e.g., peritumoral vs intratumoral) of mast cells is another important aspect in the initiation/progression of solid and hematologic tumors. Increasing evidence in certain experimental models indicates that targeting mast cells and/or their mediators represent a potential therapeutic target in cancer. Thus, mast cells deserve focused consideration also as therapeutic targets in different types of tumors. There are many unanswered questions that should be addressed before we understand whether mast cells are an ally, adversary, or innocent bystanders in human cancers.
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Affiliation(s)
- Gilda Varricchi
- Department of Translational Medical Sciences (DiSMeT), Center for Basic and Clinical Immunology Research (CISI), University of Naples Federico II, Naples, Italy
| | - Maria Rosaria Galdiero
- Department of Translational Medical Sciences (DiSMeT), Center for Basic and Clinical Immunology Research (CISI), University of Naples Federico II, Naples, Italy
| | - Stefania Loffredo
- Department of Translational Medical Sciences (DiSMeT), Center for Basic and Clinical Immunology Research (CISI), University of Naples Federico II, Naples, Italy
| | - Giancarlo Marone
- Department of Public Health, University of Naples Federico II, Monaldi Hospital Pharmacy, Naples, Italy
| | - Raffaella Iannone
- Department of Translational Medical Sciences (DiSMeT), Center for Basic and Clinical Immunology Research (CISI), University of Naples Federico II, Naples, Italy
| | - Gianni Marone
- Department of Translational Medical Sciences (DiSMeT), Center for Basic and Clinical Immunology Research (CISI), University of Naples Federico II, Naples, Italy
- Institute of Experimental Endocrinology and Oncology “Gaetano Salvatore” (IEOS), National Research Council (CNR), Naples, Italy
| | - Francescopaolo Granata
- Department of Translational Medical Sciences (DiSMeT), Center for Basic and Clinical Immunology Research (CISI), University of Naples Federico II, Naples, Italy
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90
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Wang L, Zhu B, Zhang M, Wang X. Roles of immune microenvironment heterogeneity in therapy-associated biomarkers in lung cancer. Semin Cell Dev Biol 2017; 64:90-97. [DOI: 10.1016/j.semcdb.2016.09.008] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2016] [Accepted: 09/13/2016] [Indexed: 12/12/2022]
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91
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The Multifaceted Roles of B Cells in Solid Tumors: Emerging Treatment Opportunities. Target Oncol 2017; 12:139-152. [DOI: 10.1007/s11523-017-0481-x] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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92
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Garton AJ, Seibel S, Lopresti-Morrow L, Crew L, Janson N, Mandiyan S, Trombetta ES, Pankratz S, LaVallee TM, Gedrich R. Anti-KIT Monoclonal Antibody Treatment Enhances the Antitumor Activity of Immune Checkpoint Inhibitors by Reversing Tumor-Induced Immunosuppression. Mol Cancer Ther 2017; 16:671-680. [DOI: 10.1158/1535-7163.mct-16-0676] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Revised: 12/15/2016] [Accepted: 12/16/2016] [Indexed: 11/16/2022]
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93
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Yu H, Fu R, Wang H, Liu H, Shao Z. Paraneoplastic Evans syndrome in a patient with adenocarcinoma of the lung: A case report. Thorac Cancer 2016; 8:57-60. [PMID: 28055149 PMCID: PMC5217919 DOI: 10.1111/1759-7714.12398] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2016] [Revised: 08/23/2016] [Accepted: 09/11/2016] [Indexed: 01/15/2023] Open
Abstract
We present a rare case of newly diagnosed Evans syndrome associated with lung papillary adenocarcinoma in which the patient showed prompt restoration of blood cell count and long‐lasting complete remission of Evans syndrome after lung cancer resection. Detailed investigation led to a diagnosis of Evans syndrome. In the first year of the disease, left lower lung papillary adenocarcinoma was diagnosed. Pulmonary lobectomy and three courses of chemotherapy were performed. Six months after the initial visit, the primary lung cancer and the autoimmune diseases appeared to be well controlled. We hypothesized that our patient's initial presentation of hematological manifestation was a paraneoplastic phenomenon associated to her underlying malignancy. This rare case report illustrates the unique relationship between primary lung cancer and the development of paraneoplastic Evans syndrome.
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Affiliation(s)
- Hong Yu
- Department of Hematology, Tianjin Medical University General Hospital, Tianjin, China
| | - Rong Fu
- Department of Hematology, Tianjin Medical University General Hospital, Tianjin, China
| | - Huaquan Wang
- Department of Hematology, Tianjin Medical University General Hospital, Tianjin, China
| | - Hui Liu
- Department of Hematology, Tianjin Medical University General Hospital, Tianjin, China
| | - Zonghong Shao
- Department of Hematology, Tianjin Medical University General Hospital, Tianjin, China
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94
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Naito M, Aokage K, Saruwatari K, Hisakane K, Miyoshi T, Hishida T, Yoshida J, Masato S, Kojima M, Kuwata T, Fujii S, Ochiai A, Sato Y, Tsuboi M, Ishii G. Microenvironmental changes in the progression from adenocarcinoma in situ to minimally invasive adenocarcinoma and invasive lepidic predominant adenocarcinoma of the lung. Lung Cancer 2016; 100:53-62. [PMID: 27597281 DOI: 10.1016/j.lungcan.2016.07.024] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2016] [Revised: 07/23/2016] [Accepted: 07/25/2016] [Indexed: 01/10/2023]
Abstract
OBJECTIVES Invasive lepidic predominant adenocarcinoma (LPA) of the lung is thought to progress in a stepwise fashion from adenocarcinoma in situ (AIS) and minimally invasive adenocarcinoma (MIA). The aim of this study was to investigate the microenvironmental changes during the development from AIS to LPA. MATERIALS AND METHODS Clinicopathological characteristics of AIS (n=51), MIA (n=59), LPA smaller than 3cm (LPA-S, n=113), and LPA larger than 3cm (LPA-L, n=47) were analyzed. We then evaluated the expression levels of epithelial-mesenchymal transition (EMT)-related molecules (E-cadherin, S100A4), invasion-related molecules (laminin-5, ezrin), stem-cell-related molecules (ALDH-1), and growth factor receptors (c-Met, EGFR) in cancer cells of each group (n=20). The number of tumor-promoting stromal cells, including podoplanin-positive cancer-associated fibroblasts (PDPN+ CAFs), CD204-positive tumor-associated macrophages (CD204+ TAMs), and CD34+ microvessel cells, were also analyzed. RESULTS No significant difference in these characteristics was found between LPA-S and LPA-L. Laminin-5 expression in the non-invasive carcinoma component of MIA was significantly higher than that of AIS (p<0.001). During the progression from MIA to LPA-S, the expression level of laminin-5 in the invasive carcinoma component was significantly elevated (p<0.01). Moreover, tumor-promoting stromal cells were more frequently recruited in the invasive area of LPA-S (PDPN+ CAFs; p<0.05, CD204+ TAMs; p<0.001, CD34+ microvessel; p<0.05). Ezrin expression in the invasive carcinoma component of LPA-L was significantly increased (p<0.05) compared to LPA-S; however, the number of tumor-promoting stromal cells were not different between these two groups. CONCLUSION Our current results indicated that microenvironmental molecular changes occur during the progression from MIA to LPA-S and suggested that this process may play an important role in disease progression from AIS to LPA.
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Affiliation(s)
- Masahito Naito
- Division of Pathology, Exploratory Oncology Research & Clinical Trial Center, Japan; Division of Thoracic Surgery, National Cancer Center Hospital, East Kashiwa, Japan; Department of Thoracic Surgery Kitasato University school of Medicine, Japan
| | - Keiju Aokage
- Division of Pathology, Exploratory Oncology Research & Clinical Trial Center, Japan
| | - Kouichi Saruwatari
- Division of Pathology, Exploratory Oncology Research & Clinical Trial Center, Japan; Division of Thoracic Oncology, National Cancer Center Hospital, East Kashiwa, Japan
| | - Kakeru Hisakane
- Division of Pathology, Exploratory Oncology Research & Clinical Trial Center, Japan; Division of Thoracic Oncology, National Cancer Center Hospital, East Kashiwa, Japan
| | - Tomohiro Miyoshi
- Division of Thoracic Surgery, National Cancer Center Hospital, East Kashiwa, Japan
| | - Tomoyuki Hishida
- Division of Thoracic Surgery, National Cancer Center Hospital, East Kashiwa, Japan
| | - Junji Yoshida
- Division of Thoracic Surgery, National Cancer Center Hospital, East Kashiwa, Japan
| | - Sugano Masato
- Division of Pathology, Exploratory Oncology Research & Clinical Trial Center, Japan
| | - Motohiro Kojima
- Division of Pathology, Exploratory Oncology Research & Clinical Trial Center, Japan
| | - Takeshi Kuwata
- Division of Pathology, Exploratory Oncology Research & Clinical Trial Center, Japan
| | - Satoshi Fujii
- Division of Pathology, Exploratory Oncology Research & Clinical Trial Center, Japan
| | - Atsushi Ochiai
- Division of Pathology, Exploratory Oncology Research & Clinical Trial Center, Japan
| | - Yukitoshi Sato
- Department of Thoracic Surgery Kitasato University school of Medicine, Japan
| | - Masahiro Tsuboi
- Division of Thoracic Surgery, National Cancer Center Hospital, East Kashiwa, Japan
| | - Genichiro Ishii
- Division of Pathology, Exploratory Oncology Research & Clinical Trial Center, Japan.
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95
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Bao Z, Lu G, Cui D, Yao Y, Yang G, Zhou J. IL-17A-producing T cells are associated with the progression of lung adenocarcinoma. Oncol Rep 2016; 36:641-50. [PMID: 27277161 PMCID: PMC4933549 DOI: 10.3892/or.2016.4837] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2016] [Accepted: 02/20/2016] [Indexed: 12/13/2022] Open
Abstract
Accumulating evidence has shown that T cells are crucial in shaping the tumor microenvironment and regulating tumor development. However, the roles of IL-17A-producing T cells (IL-17A+CD4+ Th17, IL-17A+CD8+ Tc17 and IL-17A+ γδT17 cells) and related cytokines in the progression of lung cancer (LC) remain uncertain. Here, we found that the frequencies of both Th17 and γδT17 cells in the peripheral blood of patients with lung adenocarcinoma (LA) were higher than those in healthy controls (HCs), whereas the frequency of Tc17 cells in the patients with LA was decreased. In addition, the frequencies of circulating Th17 and γδT17 cells, but not Tc17 cells, were positively associated with tumor invasion and metastasis. Furthermore, the major source of IL-17A production was Th17 cells, followed by Tc17 and γδT17 cells, in peripheral blood from patients with LA and HCs; but the percentages of Th17 and γδT17 cells in total intracellular IL-17A+ cells obtained from the patients with LC were higher than those from HCs. Moreover, the protein and corresponding mRNA levels of IL-17A, IL-23, IL-1β, and TGF-β1 were much higher in the patients with LA than those in HCs, and the levels of IL-17A in patients were positively correlated with numbers of both Th17 and γδT17 cells, but not Tc17 cells. Finally, the frequencies of circulating Th17 and γδT17 cells, along with the levels of IL-17A, IL-23, IL-1β, and TGF-β1 were decreased in the patients with LA after tumor resection, whereas the frequency of circulating Tc17 cells was inversely increased in these patients. Our findings indicate that Th17, Tc17, γδT17 cells, and IL-17A-associated cytokines contribute to the development of LA and thus represent promising targets for therapeutic strategies.
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Affiliation(s)
- Zhang Bao
- Department of Respiratory Medicine, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, P.R. China
| | - Guohua Lu
- Department of Respiratory Medicine, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, P.R. China
| | - Dawei Cui
- Center of Clinical Laboratory, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, P.R. China
| | - Yinan Yao
- Department of Respiratory Medicine, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, P.R. China
| | - Guangdie Yang
- Department of Respiratory Medicine, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, P.R. China
| | - Jianying Zhou
- Department of Respiratory Medicine, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang 310003, P.R. China
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