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Huang L, Wang D, Xu M, Qian D, Cao Y, Wu X, Ming L, Tang J, Huang Z, Yin Y, Zhou L. Mixed radiation with different doses induces CCL17 to recruit CD8 +T cell to exert anti-tumor effects in non-small cell lung cancer. Front Immunol 2025; 15:1508007. [PMID: 39877375 PMCID: PMC11772420 DOI: 10.3389/fimmu.2024.1508007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Accepted: 12/23/2024] [Indexed: 01/31/2025] Open
Abstract
Background Different doses of radiotherapy (RT) exert diverse effects on tumor immunity, although the precise irradiation method remains unknown. This study sought to elucidate the influence of combining different doses of RT with immune checkpoint inhibitors (ICIs) on the infiltration of CD8+T cells within tumors, thereby augmenting the anti-tumor response. Methods Constructing a mouse model featuring bilateral lung cancer tumors subjected to high and low dose irradiation, the analysis of RNA transcriptome sequencing data and immunohistochemical validation for tumors exposed to various dosages guided the selection of the optimal low-dose irradiation scheme. Subsequently, upon the integration of immune checkpoint inhibitors (ICIs) therapy, the infiltration of immune cells within the tumor was ascertained via immunohistochemistry (IHC) and flow cytometry (FCM). Finally, through bioinformatics analysis and experimental verification, potential strategies to bolster the anti-tumor immune response were investigated. Results In comparison to the administration of 20Gy alone to the primary tumor, supplementing with 6Gy directed at the abscopal tumor produces a more pronounced abscopal response. The synergy of 20Gy, 6Gy, and ICIs markedly boosts the efficiency of ICIs. According to the findings from IHC and FCM studies, the triple therapy group exhibits a heightened infiltration of immune cells into the tumor, largely attributable to the augmented expression of CCL17 within the tumor under these irradiation regimens, which subsequently draws CD8+ T cells to infiltrate the tumor site, exerting cytotoxic effects. Conclusion Our study shows that the combined application of 20Gy and 6Gy can enhance the infiltration of tumor CD8+T cells in mice and improve the effectiveness of immunotherapy.
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MESH Headings
- Animals
- CD8-Positive T-Lymphocytes/immunology
- CD8-Positive T-Lymphocytes/radiation effects
- CD8-Positive T-Lymphocytes/metabolism
- Lung Neoplasms/immunology
- Lung Neoplasms/radiotherapy
- Lung Neoplasms/metabolism
- Lung Neoplasms/pathology
- Lung Neoplasms/therapy
- Mice
- Carcinoma, Non-Small-Cell Lung/immunology
- Carcinoma, Non-Small-Cell Lung/radiotherapy
- Carcinoma, Non-Small-Cell Lung/metabolism
- Carcinoma, Non-Small-Cell Lung/therapy
- Carcinoma, Non-Small-Cell Lung/pathology
- Chemokine CCL17/metabolism
- Chemokine CCL17/immunology
- Chemokine CCL17/genetics
- Immune Checkpoint Inhibitors/pharmacology
- Lymphocytes, Tumor-Infiltrating/immunology
- Lymphocytes, Tumor-Infiltrating/radiation effects
- Lymphocytes, Tumor-Infiltrating/metabolism
- Humans
- Cell Line, Tumor
- Female
- Disease Models, Animal
- Dose-Response Relationship, Radiation
- Mice, Inbred C57BL
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Affiliation(s)
- Liuying Huang
- Department of Radiation Oncology, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Duo Wang
- Department of Radiation Oncology, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Muchen Xu
- Department of Radiation Oncology, The Fourth Affiliated Hospital of Soochow University, Suzhou, China
| | - Danqi Qian
- Department of Radiation Oncology, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Yulin Cao
- Wuxi Cancer Institute, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Xiaohan Wu
- Wuxi Cancer Institute, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Liang Ming
- Wuxi Cancer Institute, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Junhui Tang
- Wuxi Cancer Institute, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Zhaohui Huang
- Wuxi Cancer Institute, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Yuan Yin
- Wuxi Cancer Institute, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Leyuan Zhou
- Department of Radiation Oncology, Affiliated Hospital of Jiangnan University, Wuxi, China
- Department of Radiation Oncology, The Fourth Affiliated Hospital of Soochow University, Suzhou, China
- State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, China
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Yaghoubi Naei V, Ivanova E, Mullally W, O'Leary CG, Ladwa R, O'Byrne K, Warkiani ME, Kulasinghe A. Characterisation of circulating tumor-associated and immune cells in patients with advanced-stage non-small cell lung cancer. Clin Transl Immunology 2024; 13:e1516. [PMID: 38835954 PMCID: PMC11147668 DOI: 10.1002/cti2.1516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Revised: 04/26/2024] [Accepted: 05/16/2024] [Indexed: 06/06/2024] Open
Abstract
Objectives Globally, non-small cell lung cancer (NSCLC) is the most prevalent form of lung cancer and the leading cause of cancer-related deaths. Tumor-associated circulating cells in NSCLC can have a wide variety of morphological and phenotypic characteristics, including epithelial, immunological or hybrid subtypes. The distinctive characteristics and potential clinical significance of these cells in patients with NSCLC are explored in this study. Methods We utilised a spiral microfluidic device to enrich large cells and cell aggregates from the peripheral blood samples of NSCLC patients. These cells were characterised through high-resolution immunofluorescent imaging and statistical analysis, correlating findings with clinical information from our patient cohort. Results We have identified varied populations of heterotypic circulating tumor cell clusters with differing immune cell composition that included a distinct class of atypical tumor-associated macrophages that exhibits unique morphology and cell size. This subtype's prevalence is positively correlated with the tumor stage, progression and metastasis. Conclusions Our study reveals a heterogeneous landscape of circulating tumor cells and their clusters, underscoring the complexity of NSCLC pathobiology. The identification of a unique subtype of atypical tumor-associatedmacrophages that simultaneously express both tumor and immune markers and whose presence correlates with late disease stages, poor clinical outcomes and metastatic risk infers the potential of these cells as biomarkers for NSCLC staging and prognosis. Future studies should focus on the role of these cells in the tumor microenvironment and their potential as therapeutic targets. Additionally, longitudinal studies tracking these cell types through disease progression could provide further insights into their roles in NSCLC evolution and response to treatment.
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Affiliation(s)
- Vahid Yaghoubi Naei
- School of Biomedical EngineeringUniversity of Technology SydneySydneyNSWAustralia
- Frazer Institute, Faculty of MedicineThe University of QueenslandBrisbaneQLDAustralia
| | - Ekaterina Ivanova
- Cancer and Ageing Research Program, Centre for Genomics and Personalised HealthQueensland University of TechnologyWoolloongabbaQLDAustralia
| | | | | | - Rahul Ladwa
- Frazer Institute, Faculty of MedicineThe University of QueenslandBrisbaneQLDAustralia
- The Princess Alexandra HospitalBrisbaneQLDAustralia
| | - Ken O'Byrne
- The Princess Alexandra HospitalBrisbaneQLDAustralia
| | - Majid E Warkiani
- School of Biomedical EngineeringUniversity of Technology SydneySydneyNSWAustralia
| | - Arutha Kulasinghe
- Frazer Institute, Faculty of MedicineThe University of QueenslandBrisbaneQLDAustralia
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Guo K, Qu Z, Yu Y, Zou C. Identification of an 11-miRNA-regulated and surface-protein genes signature predicts the prognosis of lung adenocarcinoma based on multi-omics study. Am J Transl Res 2024; 16:1568-1586. [PMID: 38883394 PMCID: PMC11170602 DOI: 10.62347/cwmt4815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Accepted: 04/23/2024] [Indexed: 06/18/2024]
Abstract
Lung adenocarcinoma (LUAD) is one of the most prevalent and lethal cancers worldwide, signifying a critical need for improved prognostic tools. A growing number of studies have highlighted the role of microRNAs (miRNAs) and their regulatory functions in tumorigenesis and cancer progression. In this context, we performed an extensive analysis of bulk RNA- and miRNA-sequencing to identify LUAD-associated prognostic genes. A risk score system based on 11 miRNA-regulated and surface-protein genes was developed, which was later validated by internally and externally using the Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO), respectively. Further single-cell RNA sequencing analysis revealed significant interactions between various cellular subpopulations within the tumor microenvironment, with the most pronounced differences observed between endothelial and epithelial cells. The mutational analysis highlighted TP53 as a key signaling pathway associated with the risk score. The study underscores that immune suppression, indicated by a positive association with regulatory T cells (Tregs) and an inverse correlation with M1-type macrophages, is prevalent in high-risk LUAD patients. These findings provide a promising prognostic tool for clinical outcomes of LUAD patients, facilitating future development of therapeutic strategies and enhancing our understanding of the regulatory function of miRNAs in LUAD.
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Affiliation(s)
- Kunyu Guo
- The First Affiliated Hospital of Harbin Medical University Harbin 150000, Heilongjiang, China
| | - Zhenbo Qu
- The First Affiliated Hospital of Harbin Medical University Harbin 150000, Heilongjiang, China
| | - Yibo Yu
- The First Affiliated Hospital of Harbin Medical University Harbin 150000, Heilongjiang, China
| | - Chendan Zou
- Department of Biochemistry and Molecular Biology, Harbin Medical University Harbin 150000, Heilongjiang, China
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Fisher JL, Wilk EJ, Oza VH, Gary SE, Howton TC, Flanary VL, Clark AD, Hjelmeland AB, Lasseigne BN. Signature reversion of three disease-associated gene signatures prioritizes cancer drug repurposing candidates. FEBS Open Bio 2024; 14:803-830. [PMID: 38531616 PMCID: PMC11073506 DOI: 10.1002/2211-5463.13796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Revised: 03/13/2024] [Accepted: 03/14/2024] [Indexed: 03/28/2024] Open
Abstract
Drug repurposing is promising because approving a drug for a new indication requires fewer resources than approving a new drug. Signature reversion detects drug perturbations most inversely related to the disease-associated gene signature to identify drugs that may reverse that signature. We assessed the performance and biological relevance of three approaches for constructing disease-associated gene signatures (i.e., limma, DESeq2, and MultiPLIER) and prioritized the resulting drug repurposing candidates for four low-survival human cancers. Our results were enriched for candidates that had been used in clinical trials or performed well in the PRISM drug screen. Additionally, we found that pamidronate and nimodipine, drugs predicted to be efficacious against the brain tumor glioblastoma (GBM), inhibited the growth of a GBM cell line and cells isolated from a patient-derived xenograft (PDX). Our results demonstrate that by applying multiple disease-associated gene signature methods, we prioritized several drug repurposing candidates for low-survival cancers.
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Affiliation(s)
- Jennifer L. Fisher
- Department of Cell, Developmental and Integrative Biology, Heersink School of MedicineThe University of Alabama at BirminghamALUSA
| | - Elizabeth J. Wilk
- Department of Cell, Developmental and Integrative Biology, Heersink School of MedicineThe University of Alabama at BirminghamALUSA
| | - Vishal H. Oza
- Department of Cell, Developmental and Integrative Biology, Heersink School of MedicineThe University of Alabama at BirminghamALUSA
| | - Sam E. Gary
- Department of Cell, Developmental and Integrative Biology, Heersink School of MedicineThe University of Alabama at BirminghamALUSA
| | - Timothy C. Howton
- Department of Cell, Developmental and Integrative Biology, Heersink School of MedicineThe University of Alabama at BirminghamALUSA
| | - Victoria L. Flanary
- Department of Cell, Developmental and Integrative Biology, Heersink School of MedicineThe University of Alabama at BirminghamALUSA
| | - Amanda D. Clark
- Department of Cell, Developmental and Integrative Biology, Heersink School of MedicineThe University of Alabama at BirminghamALUSA
| | - Anita B. Hjelmeland
- Department of Cell, Developmental and Integrative Biology, Heersink School of MedicineThe University of Alabama at BirminghamALUSA
| | - Brittany N. Lasseigne
- Department of Cell, Developmental and Integrative Biology, Heersink School of MedicineThe University of Alabama at BirminghamALUSA
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Faria N, Lacerda C, Lopes J, Viana C, Sucena M. PET-CT SUV max and Endobronchial Ultrasound Features for Prediction of Malignancy: A Prospective Study. Clin Lung Cancer 2023; 24:753-760. [PMID: 37599163 DOI: 10.1016/j.cllc.2023.08.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 07/31/2023] [Accepted: 08/02/2023] [Indexed: 08/22/2023]
Abstract
INTRODUCTION Accurate and early staging of lung cancer has a critical impact on its prognosis. EBUS-TBNA is often the procedure of choice for mediastinal staging. Comprehension of the likelihood of malignancy of each lymph node (LN) can assist puncture decision-making during EBUS and offer insight of the procedure expected diagnostic yield. METHODS Prospective analysis of mediastinal LN of patients undergoing EBUS-TBNA from April 2021 to May 2022. The relationship between PET-CT SUVmax levels, EBUS features, and malignancy on LN was investigated. For statistical analysis, patients were assigned to 3 groups: suspected malignancy (diagnosis and/or staging), confirmed malignancy (staging) or suspected benign disease. RESULTS A total of 363 LN from 132 patients (71% male, mean 62 years old) were analyzed. Among those with suspected benign disease, no LN puncture resulted in a diagnosis of malignancy. PET-CT SUVmax and short axis size were independent factors for malignancy in LN of patients who underwent EBUS for suspected (p < .001 and p = .047, respectively) or confirmed malignancy (p < .001 and p < .001, respectively). All malignant LN presented SUVmax≥1.85 (≥2.85 for staging EBUS cases) and/or short axis size ≥4.28mm. Vascularized LN were more often malignant in either those with suspected (p = .087) or confirmed (p = .095) malignancy, although not statistically significant. LN that were simultaneously vascularized and lacked central hilar structure were also more commonly malignant (p = .013). CONCLUSION LN that has higher SUVmax and are larger should be prioritized for puncture, followed by those vascularized and lacking central hilar structure. In staging EBUS cases, a systematic sampling (N3-N2-N1) is required and must precede any malignancy yield rationale.
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Affiliation(s)
- Nuno Faria
- Bronchology and Pleural Pathology Unit, Department of Pulmonology, Centro Hospitalar Universitário de Santo António, Portugal.
| | - Catarina Lacerda
- Bronchology and Pleural Pathology Unit, Department of Pulmonology, Centro Hospitalar Universitário de Santo António, Portugal
| | - Jennifer Lopes
- Bronchology and Pleural Pathology Unit, Department of Pulmonology, Centro Hospitalar Universitário de Santo António, Portugal
| | - Cristina Viana
- Bronchology and Pleural Pathology Unit, Department of Pulmonology, Centro Hospitalar Universitário de Santo António, Portugal
| | - Maria Sucena
- Bronchology and Pleural Pathology Unit, Department of Pulmonology, Centro Hospitalar Universitário de Santo António, Portugal
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Andrikou K, Rossi T, Verlicchi A, Priano I, Cravero P, Burgio MA, Crinò L, Bandini S, Ulivi P, Delmonte A. Circulating Tumour Cells: Detection and Application in Advanced Non-Small Cell Lung Cancer. Int J Mol Sci 2023; 24:16085. [PMID: 38003273 PMCID: PMC10671094 DOI: 10.3390/ijms242216085] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 11/03/2023] [Accepted: 11/06/2023] [Indexed: 11/26/2023] Open
Abstract
Non-small cell lung cancer (NSCLC) is one of the deadliest diseases worldwide. Tissue biopsy is the current gold standard for the diagnosis and molecular profiling of NSCLC. However, this approach presents some limitations due to inadequate tissue sampling, and intra- and intertumour heterogenicity. Liquid biopsy is a noninvasive method to determine cancer-related biomarkers in peripheral blood, and can be repeated at multiple timepoints. One of the most studied approaches to liquid biopsies is represented by circulating tumour cells (CTCs). Several studies have evaluated the prognostic and predictive role of CTCs in advanced NSCLC. Despite the limitations of these studies, the results of the majority of studies seem to be concordant regarding the correlation between high CTC count and poor prognosis in patients with NSCLC. Similarly, the decrease of CTC count during treatment may represent an important predictive marker of sensitivity to therapy in advanced NSCLC. Furthermore, molecular characterization of CTCs can be used to provide information on tumour biology, and on the mechanisms involved in resistance to targeted treatment. This review will discuss the current status of the clinical utility of CTCs in patients with advanced NSCLC, highlighting their potential application to prognosis and to treatment decision making.
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Affiliation(s)
- Kalliopi Andrikou
- Medical Oncology Department, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy; (K.A.); (A.V.); (I.P.); (P.C.); (M.A.B.); (L.C.); (A.D.)
| | - Tania Rossi
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy; (S.B.); (P.U.)
| | - Alberto Verlicchi
- Medical Oncology Department, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy; (K.A.); (A.V.); (I.P.); (P.C.); (M.A.B.); (L.C.); (A.D.)
| | - Ilaria Priano
- Medical Oncology Department, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy; (K.A.); (A.V.); (I.P.); (P.C.); (M.A.B.); (L.C.); (A.D.)
| | - Paola Cravero
- Medical Oncology Department, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy; (K.A.); (A.V.); (I.P.); (P.C.); (M.A.B.); (L.C.); (A.D.)
| | - Marco Angelo Burgio
- Medical Oncology Department, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy; (K.A.); (A.V.); (I.P.); (P.C.); (M.A.B.); (L.C.); (A.D.)
| | - Lucio Crinò
- Medical Oncology Department, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy; (K.A.); (A.V.); (I.P.); (P.C.); (M.A.B.); (L.C.); (A.D.)
| | - Sara Bandini
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy; (S.B.); (P.U.)
| | - Paola Ulivi
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy; (S.B.); (P.U.)
| | - Angelo Delmonte
- Medical Oncology Department, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy; (K.A.); (A.V.); (I.P.); (P.C.); (M.A.B.); (L.C.); (A.D.)
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Jeon DS, Kim HC, Kim SH, Kim TJ, Kim HK, Moon MH, Beck KS, Suh YG, Song C, Ahn JS, Lee JE, Lim JU, Jeon JH, Jung KW, Jung CY, Cho JS, Choi YD, Hwang SS, Choi CM, Korean Association for Lung Cancer, Korea Central Cancer Registry. Five-Year Overall Survival and Prognostic Factors in Patients with Lung Cancer: Results from the Korean Association of Lung Cancer Registry (KALC-R) 2015. Cancer Res Treat 2023; 55:103-111. [PMID: 35790197 PMCID: PMC9873320 DOI: 10.4143/crt.2022.264] [Citation(s) in RCA: 34] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 06/16/2022] [Indexed: 02/04/2023] Open
Abstract
PURPOSE This study aimed to provide the clinical characteristics, prognostic factors, and 5-year relative survival rates of lung cancer diagnosed in 2015. MATERIALS AND METHODS The demographic risk factors of lung cancer were calculated using the KALC-R (Korean Association of Lung Cancer Registry) cohort in 2015, with survival follow-up until December 31, 2020. The 5-year relative survival rates were estimated using Ederer II methods, and the general population data used the death rate adjusted for sex and age published by the Korea Statistical Information Service from 2015 to 2020. RESULTS We enrolled 2,657 patients with lung cancer who were diagnosed in South Korea in 2015. Of all patients, 2,098 (79.0%) were diagnosed with non-small cell lung cancer (NSCLC) and 345 (13.0%) were diagnosed with small cell lung cancer (SCLC), respectively. Old age, poor performance status, and advanced clinical stage were independent risk factors for both NSCLC and SCLC. In addition, the 5-year relative survival rate declined with advanced stage in both NSCLC (82%, 59%, 16%, 10% as the stage progressed) and SCLC (16%, 4% as the stage progressed). In patients with stage IV adenocarcinoma, the 5-year relative survival rate was higher in the presence of epidermal growth factor receptor (EGFR) mutation (19% vs. 11%) or anaplastic lymphoma kinase (ALK) translocation (38% vs. 11%). CONCLUSION In this Korean nationwide survey, the 5-year relative survival rates of NSCLC were 82% at stage I, 59% at stage II, 16% at stage III, and 10% at stage IV, and the 5-year relative survival rates of SCLC were 16% in cases with limited disease, and 4% in cases with extensive disease.
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Affiliation(s)
- Da Som Jeon
- Department of Pulmonary and Critical Care Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul,
Korea
| | - Ho Cheol Kim
- Department of Pulmonary and Critical Care Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul,
Korea
| | - Se Hee Kim
- Department of Clinical Epidemiology and Biostatistics, Asan Medical Center, University of Ulsan College of Medicine, Seoul,
Korea
| | - Tae-Jung Kim
- Department of Hospital Pathology, Yeouido St. Mary’s hospital, College of Medicine, The Catholic University of Korea, Seoul,
Korea
| | - Hong Kwan Kim
- Department of Thoracic and Cardiovascular Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul,
Korea
| | - Mi Hyung Moon
- Department of Thoracic and Cardiovascular Surgery, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul,
Korea
| | - Kyongmin Sarah Beck
- Department of Radiology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul,
Korea
| | - Yang-Gun Suh
- Proton Therapy Center, Research Institute and Hospital, National Cancer Center, Goyang,
Korea
| | - Changhoon Song
- Department of Radiation Oncology, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam,
Korea
| | - Jin Seok Ahn
- Department of Hematology-Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul,
Korea
| | - Jeong Eun Lee
- Division of Pulmonology, Chungnam National University College of Medicine, Daejeon,
Korea
| | - Jeong Uk Lim
- Division of Pulmonary, Allergy and Critical Care Medicine, Yeouido St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul,
Korea
| | - Jae Hyun Jeon
- Department of Thoracic and Cardiovascular Surgery, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam,
Korea
| | - Kyu-Won Jung
- Division of Cancer Registration and Surveillance, National Cancer Control Institute, National Cancer Center, Goyang,
Korea
| | - Chi Young Jung
- Department of Pulmonary, Daegu Catholic University Medical Center, Daegu Catholic University School of Medicine, Daegu,
Korea
| | - Jeong Su Cho
- Department of Thoracic and Cardiovascular Surgery, Pusan National University Hospital, Busan,
Korea
| | - Yoo-Duk Choi
- Department of Pathology, Chonnam National University Medical School, Gwangju,
Korea
| | - Seung-Sik Hwang
- Department of Public Health Science, Graduate School of Public Healthy, Seoul National University, Seoul,
Korea
| | - Chang-Min Choi
- Department of Pulmonary and Critical Care Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul,
Korea,Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul,
Korea
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Takaoka H, Terai H, Emoto K, Shigematsu L, Ito F, Saito A, Okada M, Ohgino K, Ikemura S, Yasuda H, Nakachi I, Kawada I, Fukunaga K, Soejima K. Long-Term Treatment-Free Survival After Multimodal Therapy in a Patient with Stage IV Lung Adenocarcinoma. Onco Targets Ther 2022; 15:981-989. [PMID: 36134388 PMCID: PMC9482961 DOI: 10.2147/ott.s375959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 09/06/2022] [Indexed: 11/23/2022] Open
Abstract
We report the first case of a patient with non-small cell lung cancer (NSCLC) with malignant pleural effusion (MPE) who achieved disease- and treatment-free survival for nearly 10 years. A 50-year-old man was diagnosed with NSCLC with MPE and underwent chemotherapy and salvage thoracic surgery. The patient received chemotherapy with cisplatin, pemetrexed, and bevacizumab, and a partial response was achieved. After informed consent was obtained from the patient, right middle lobectomy was performed to achieve local tumor control. Postoperative adjuvant chemotherapy with pemetrexed and bevacizumab was discontinued after almost 1 year of chemotherapy due to side effects such as diarrhea and muscle weakness. The patient has survived without recurrence of lung cancer for more than 11 years after being diagnosed and nearly 10 years after discontinuing chemotherapy.
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Affiliation(s)
- Hatsuyo Takaoka
- Division of Pulmonary Medicine, Department of Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Hideki Terai
- Division of Pulmonary Medicine, Department of Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Katsura Emoto
- Department of Pathology, Keio University School of Medicine, Tokyo, Japan
| | - Lisa Shigematsu
- Division of Pulmonary Medicine, Department of Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Fumimaro Ito
- Division of Pulmonary Medicine, Department of Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Ayaka Saito
- Division of Pulmonary Medicine, Department of Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Masahiko Okada
- Division of Pulmonary Medicine, Department of Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Keiko Ohgino
- Division of Pulmonary Medicine, Department of Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Shinnosuke Ikemura
- Department of Respiratory Medicine, Yamanashi University School of Medicine, Yamanashi, Japan
| | - Hiroyuki Yasuda
- Division of Pulmonary Medicine, Department of Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Ichiro Nakachi
- Pulmonary Division, Department of Internal Medicine, Saiseikai Utsunomiya Hospital, Utsunomiya, Japan
| | - Ichiro Kawada
- Division of Pulmonary Medicine, Department of Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Koichi Fukunaga
- Division of Pulmonary Medicine, Department of Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Kenzo Soejima
- Department of Respiratory Medicine, Yamanashi University School of Medicine, Yamanashi, Japan
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9
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Yoneda T, Sone T, Koba H, Shibata K, Suzuki J, Tani M, Nishitsuji M, Nishi K, Kobayashi T, Shirasaki H, Araya T, Kita T, Kase K, Yamamura K, Terada N, Nishikawa S, Tambo Y, Kimura H, Kasahara K. Long-term survival of patients with non-small cell lung cancer treated with immune checkpoint inhibitor monotherapy in real-world settings. Clin Lung Cancer 2022; 23:467-476. [DOI: 10.1016/j.cllc.2022.03.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 03/23/2022] [Accepted: 03/25/2022] [Indexed: 12/26/2022]
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10
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Delgado Sillero I, Lopetegui Lia N, Sánchez Cousido LF, Rojas Piedra M, Távara Silva B, Garrido Onecha ML, Medina Valdivieso S, Alonso Horcajo N, Díez Tascón C, López González A, Castañón López C, Pedraza Lorenzo M, García Palomo A, Martín V, Diz Tain P. EGFR-mutated advanced lung cancer. Data from a single institution, the Hospital of Leon, in Spain. J Oncol Pharm Pract 2022:10781552221085253. [PMID: 35306915 DOI: 10.1177/10781552221085253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
INTRODUCTION 10-16% of non-small cell lung cancer (NSCLC) cases have the epidermal growth factor receptor (EGFR) amplified and/or mutated. Studies show that EGFR tyrosine kinase inhibitors (TKIs) significantly prolong progression-free survival (PFS) in patients with advanced NSCLC compared to those treated with platinum-based chemotherapy (CT) doublets. Our aim is to perform a real-world survival analysis of patients treated with TKI as first-line therapy at the Hospital of Leon (CAULE) in Spain. The impact on global survival rates and responses to clinical and histopathological factors were also analyzed. MATERIAL AND METHODS We retrospectively reviewed patients diagnosed with EGFR-mutated NSCLC who received treatment with EGFR-TKI in the Department of Oncology at the University of Leon Health Center complex between March 2011 and June 2018. Data was analyzed with Kaplan-Meier and Cox regression models to show overall survival (OS), progression-free survival (PFS), and the associated variables. RESULTS 53 patients were included in the study, 50% (n = 27) were treated with gefitinib, 32% (n = 18) with erlotinib and 10% (n = 6) with afatinib. The median OS and PFS were 27.7 months (95% CI: 21-33.8 months) and 18 months (95% CI 14.25-21.89 months), respectively. The variables associated with OS and with PFS were exon19 deletion as a protective factor and presence of extrathoracic metastasis as a risk factor. The most frequent adverse effects were rash, diarrhea, asthenia, and conjunctivitis. CONCLUSIONS Real-world analysis of this data confirms that treatment with TKI is beneficial for patients diagnosed with EGFR-mutated NSCLC. Our OS outcomes were similar to those reported in clinical trials.
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Affiliation(s)
- Irene Delgado Sillero
- Department of Medical Oncology, University of Leon Health Center complex, Leon, Spain
| | - Nerea Lopetegui Lia
- Department of Hematology/Oncology, Taussig Cancer Institute, Cleveland Clinic Foundation, Cleveland OH, USA
| | | | - Mariam Rojas Piedra
- Department of Medical Oncology, University of Leon Health Center complex, Leon, Spain
| | - Blanca Távara Silva
- Department of Medical Oncology, University of Leon Health Center complex, Leon, Spain
| | | | | | - Nieves Alonso Horcajo
- Department of Anatomic Pathology, 21654University of Leon Health Center complex, Leon, Spain
| | - Cristina Díez Tascón
- Department of Anatomic Pathology, 21654University of Leon Health Center complex, Leon, Spain
| | - Ana López González
- Department of Medical Oncology, University of Leon Health Center complex, Leon, Spain
| | - Carmen Castañón López
- Department of Medical Oncology, University of Leon Health Center complex, Leon, Spain
| | | | - Andrés García Palomo
- Department of Medical Oncology, University of Leon Health Center complex, Leon, Spain
| | | | - Pilar Diz Tain
- Department of Medical Oncology, University of Leon Health Center complex, Leon, Spain
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11
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Chen HJ, Shen JM, Lin YN, Du W, Zhou JP, Li QY. Long-term survival of advanced lung adenocarcinoma by maintenance chemotherapy followed by EGFR-TKI: A case report. Medicine (Baltimore) 2021; 100:e24688. [PMID: 33578601 PMCID: PMC10545137 DOI: 10.1097/md.0000000000024688] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 12/26/2020] [Accepted: 01/06/2021] [Indexed: 11/26/2022] Open
Abstract
RATIONALE The incidence of nonsmall cell lung cancer (NSCLC) is high. Most nonsmall cell lung cancers have undergone multiple metastases at the time of initial diagnosis, and the 5 year survival rate is low. At present, comprehensive treatments, including systemic chemotherapy, targeted therapy, antiangiogenic therapy, and immunotherapy, prolong the survival of patients with advanced NSCLC. Herein, we report a case of NSCLC with long-term survival. PATIENT CONCERNS A 61-year-old woman complained of dry cough and shortness of breath and visited our hospital in July 2011. Imaging examination revealed a left upper lung mass with multiple metastases to the liver, adrenal gland, and bone. DIAGNOSES Stage IVB (cT2aN3M1c) lung adenocarcinoma was diagnosed, with multiple metastases of the lymph nodes, liver, adrenal gland, and bone. INTERVENTIONS AND OUTCOMES The patient received systemic chemotherapy and epidermal growth factor receptor-tyrosine kinase inhibitor-targeted therapy, and has survived for more than 9 years. LESSONS The patient benefited from maintenance chemotherapy and epidermal growth factor receptor-tyrosine kinase inhibitor treatment and achieved long-term survival.
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Affiliation(s)
- Hui Jun Chen
- Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai
- Department of Respiratory Medicine, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang Province, China
| | - Ji Min Shen
- Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai
| | - Ying Ni Lin
- Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai
| | - Wei Du
- Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai
| | - Jian Ping Zhou
- Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai
| | - Qing Yun Li
- Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai
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12
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Geng H, Li S, Guo Y, Yan F, Han Y, Xu M, Cui Y. Survival prediction for patients with lung adenocarcinoma: A prognostic risk model based on gene mutations. Cancer Biomark 2020; 27:525-532. [PMID: 32083571 DOI: 10.3233/cbm-191204] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
BACKGROUND Lung adenocarcinoma is the most common type of lung cancer, and it is one of the most aggressive and rapidly fatal tumor types. OBJECTIVE To identify a signature mutation genes for prognostic prediction of lung adenocarcinoma. METHODS Four hundred and sixty-two lung adenocarcinoma cases were screened out and downloaded from TCGA database. Mutation data of 18 targeted genes were detected by MuTect. LASSO-COX model was used to screen gene loci, and then a prognosis model was established. Afterwards, 40 clinical patients of lung adenocarcinoma were collected to verify the mutation features and the predictive function of the above prognostic model. The mutations of above 18 genes were sequenced with targeted next generation sequencing (NGS) and analyzed with GATK and MuTect. RESULTS TP53 (282, 32.38%), NF1 (82, 9.41%) and EGFR (80, 9.18%) were the top 3 most frequent mutation genes. A total of 7 variables were screened out after lasso-COX analysis (tumor stage, age, diagnostic type, SMARCA4, GNAS, PTCH2, TSC2). SMARCA4, GNAS and TSC2 were a gene mutation signature to predict a poor prognosis. CONCLUSIONS We established a prognostic model for lung adenocarcinoma, and further concluded that SMARCA4, GNAS and TSC2 were a gene signature which plays a prognostic role.
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Affiliation(s)
- Hua Geng
- Department of Pathology, Tianjin Chest Hospital, Tianjin, China
| | - Shixiong Li
- Department of Pathology, Tianjin Chest Hospital, Tianjin, China
| | - Yixian Guo
- Tianjin Marvel Medical Laboratory, Tianjin Marvelbio Technology Co., Ltd, Tianjin, China
| | - Fang Yan
- Tianjin Marvel Medical Laboratory, Tianjin Marvelbio Technology Co., Ltd, Tianjin, China
| | - Yuebin Han
- Tianjin Marvel Medical Laboratory, Tianjin Marvelbio Technology Co., Ltd, Tianjin, China
| | - Meilin Xu
- Department of Pathology, Tianjin Chest Hospital, Tianjin, China
| | - Yanzhi Cui
- Department of Medical Oncology, Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
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13
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Wei F, Ge Y, Li W, Wang X, Chen B. Role of endothelin receptor type B (EDNRB) in lung adenocarcinoma. Thorac Cancer 2020; 11:1885-1890. [PMID: 32394530 PMCID: PMC7327673 DOI: 10.1111/1759-7714.13474] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Revised: 04/19/2020] [Accepted: 04/19/2020] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND The five-year survival rate of lung adenocarcinoma patients (LUAD) is very low,and the methods of predicting survival are a great obstacle for LUAD therapies. Endothelin receptor type B (EDNRB) gene is associated with tumorigenesis. In this study, we aimed to evaluate the predictive value of EDNRB on LUAD. METHODS Survival analyses was performed to assess the correlation between EDNRB expression and survival of LUAD patients from the Cancer Genome Atlas (TCGA) and the Chinese Glioma Genome Atlas (CGGA) datasets. Gene set enrichment analysis (GSEA) was conducted to illustrate possible biological functions of EDNRB. Laboratory methods were used to verify the function of EDNRB in LUAD. RESULTS The TCGA results showed that a low expression of EDNRB was found in LUAD patients which led to poor outcome and worse survival, compared with the high expression in GSEA results which suggested that expression of EDNRB might be associated with regulation of the ERK pathway. Laboratory results suggested that EDNRB could inhibit the proliferation and migration of LUAD H1299 cells. CONCLUSIONS EDNRB is a potential prognostic marker for LUAD patients and might exert its functions by regulating the ERK pathway in LUAD.
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Affiliation(s)
- Feiran Wei
- Department of Hematology and Oncology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
| | - You Ge
- Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing, China
| | - Wei Li
- Department of Epidemiology and Health Statistics, School of Public Health, Southeast University, Nanjing, China
| | - Xuerong Wang
- Department of Pharmacology, Nanjing Medical University, Nanjing, China
| | - Baoan Chen
- Department of Hematology and Oncology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
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14
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Watanabe H, Okauchi S, Miyazaki K, Satoh H, Hizawa N. Factors Associated With Distant Metastasis in EGFR-mutated Non-small Cell Lung Cancer Patients: Logistic Analysis. In Vivo 2019; 33:1369-1372. [PMID: 31280232 DOI: 10.21873/invivo.11613] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Revised: 06/10/2019] [Accepted: 06/11/2019] [Indexed: 12/20/2022]
Abstract
BACKGROUND/AIM The aim of this retrospective study was to identify, using logistic analysis, the factors associated with distant metastasis in non-small cell lung cancer patients carrying mutations in epidermal growth factor receptor. PATIENTS AND METHODS Patients who were diagnosed with distant metastasis at the time of diagnosis up to their death and during the period from April 2009 to March 2019, were included in this study. Clinical charts and imaging studies were reviewed. RESULTS A total of 64 patients during the research period. The factors associated with pleural metastasis were "female" and "no bone metastasis". The factor associated with brain metastasis was "lung metastasis". The factors associated with liver metastasis were "age under 70" and "Exon 19 deletion". CONCLUSION Knowing the factors associated with distant metastasis will provide useful information to conduct targeted and efficient imaging studies.
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Affiliation(s)
- Hiroko Watanabe
- Division of Respiratory Medicine, Tsukuba Kinen Hospital, Tsukuba, Japan
| | - Shinichiro Okauchi
- Division of Respiratory Medicine, Mito Medical Center, University of Tsukuba, Mito, Japan
| | - Kunihiko Miyazaki
- Division of Respiratory Medicine, Ryugasaki Saiseikai Hospital, Ryugasaki, Japan
| | - Hiroaki Satoh
- Division of Respiratory Medicine, Mito Medical Center, University of Tsukuba, Mito, Japan
| | - Nobuyuki Hizawa
- Division of Respiratory Medicine, Faculty of Medicine, University of Tsukuba, Mito, Japan
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15
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Imai H, Kaira K, Mori K, Kotake M, Mitani M, Kawashima N, Hisada T, Minato K. Post-progression survival is highly linked to overall survival in patients with non-small-cell lung cancer harboring sensitive EGFR mutations treated with first-line epidermal growth factor receptor-tyrosine kinase inhibitors. Thorac Cancer 2019; 10:2200-2208. [PMID: 31595714 PMCID: PMC6885435 DOI: 10.1111/1759-7714.13193] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2019] [Revised: 08/25/2019] [Accepted: 08/25/2019] [Indexed: 12/15/2022] Open
Abstract
Background In patients with epidermal growth factor receptor (EGFR)‐mutated advanced non‐small‐cell lung cancer (NSCLC), epidermal growth factor receptor‐tyrosine kinase inhibitor (EGFR‐TKI) treatment has shown a good response. Subsequent treatments jeopardize the ability to determine the effect of first‐line chemotherapy on overall survival (OS). Therefore, using patient‐level data, we aimed to study the associations of progression‐free survival (PFS) and post‐progression survival (PPS) with OS after first‐line EGFR‐TKI treatment in patients with EGFR‐mutated NSCLC. Methods Between November 2006 and December 2016, we analyzed 92 patients with EGFR‐mutated NSCLC treated with first‐line EGFR‐TKI. The correlations of PFS and PPS with OS were analyzed for each patient. Results Spearman's rank correlation and linear regression analyzes showed that PPS correlated highly with OS (r = 0.85, P < 0.05, R2 = 0.75), whereas PFS correlated weakly with OS (r = 0.76, P < 0.05, R2 = 0.50). The best responses after first‐line and second‐line treatments were significantly associated with PPS. Conclusions PPS has a higher impact on OS than PFS in patients with EGFR‐mutated NSCLC treated with first‐line EGFR‐TKIs. These outcomes suggest that the OS in this patient group may be affected by treatments following first‐line chemotherapy; however, this remains to be verified in prospective trials.
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Affiliation(s)
- Hisao Imai
- Division of Respiratory Medicine, Gunma Prefectural Cancer Center, Ota, Japan
| | - Kyoichi Kaira
- Department of Respiratory Medicine, Comprehensive Cancer Center, International Medical Center, Saitama Medical University, Hidaka, Japan
| | - Keita Mori
- Clinical Research Promotion Unit, Clinical Research Center, Shizuoka Cancer Center, Nagaizumi, Japan
| | - Mie Kotake
- Division of Respiratory Medicine, Gunma Prefectural Cancer Center, Ota, Japan
| | - Masumi Mitani
- Division of Pharmacy, Gunma Prefectural Cancer Center, Ota, Japan
| | - Naoko Kawashima
- Division of Pharmacy, Gunma Prefectural Cancer Center, Ota, Japan
| | - Takeshi Hisada
- Gunma University Graduate School of Health Sciences, Maebashi, Japan
| | - Koichi Minato
- Division of Respiratory Medicine, Gunma Prefectural Cancer Center, Ota, Japan
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16
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Huang CY, Chen BH, Chou WC, Yang CT, Chang JWC. Erratum to factors associated with the prognosis and long-term survival of patients with metastatic lung adenocarcinoma: a retrospective analysis. J Thorac Dis 2018; 10:E604. [PMID: 30174944 DOI: 10.21037/jtd.2018.06.47] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
[This corrects the article DOI: 10.21037/jtd.2018.03.143.].
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Affiliation(s)
- Chen-Yang Huang
- Division of Hematology-Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou and Chang Gung University College of Medicine, Taoyuan
| | - Bo-Huan Chen
- Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan
| | - Wen-Chi Chou
- Division of Hematology-Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou and Chang Gung University College of Medicine, Taoyuan
| | - Cheng-Ta Yang
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou and Chang Gung University College of Medicine, Taoyuan
| | - John Wen-Cheng Chang
- Division of Hematology-Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou and Chang Gung University College of Medicine, Taoyuan
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