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Lu J, Shen Z, Wang X, Lin Y, Han Z, Kang M. Impact of radiotherapy on secondary lung cancer risk and survival in elderly female breast cancer survivors. Transl Oncol 2025; 52:102277. [PMID: 39813768 PMCID: PMC11783117 DOI: 10.1016/j.tranon.2025.102277] [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: 09/09/2024] [Revised: 12/03/2024] [Accepted: 01/05/2025] [Indexed: 01/18/2025] Open
Abstract
This retrospective cohort study using SEER data from 2000 to 2020 examines the impact of radiotherapy on the risk of Secondary Primary Lung Cancer (SPLC) in 224,396 elderly female breast cancer survivors. Patients treated with radiotherapy displayed a 31 % increased SPLC risk compared to those not treated. Utilizing Cox Proportional Hazards and Poisson regression models, the study assessed various factors including age, race, and tumor characteristics. Propensity Score Matching (PSM) was employed to balance cohorts for survival analysis, which revealed that radiotherapy did not negatively impact overall survival despite the increased risk of SPLC. A nomogram was developed to aid clinical decision-making by predicting survival outcomes. The findings advocate for personalized treatment strategies and continuous monitoring to manage potential long-term adverse effects effectively, highlighting the need for a balanced approach in the treatment of breast cancer survivors.
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Affiliation(s)
- Jieming Lu
- Department of Thoracic Surgery, Fujian Medical University Union Hospital, China; Key Laboratory of Cardio-Thoracic Surgery (Fujian Medical University), China
| | - Zhimin Shen
- Department of Thoracic Surgery, Fujian Medical University Union Hospital, China; Key Laboratory of Cardio-Thoracic Surgery (Fujian Medical University), China; Key Laboratory of Gastrointestinal Cancer (Fujian Medical University), Ministry of Education, China; Fujian Key Laboratory of Tumor Microbiology, Department of Medical Microbiology, Fujian Medical University, China; Clinical Research Center for Thoracic Tumors of Fujian Province, China
| | - Xiaoqing Wang
- Department of Thoracic Surgery, Fujian Medical University Union Hospital, China; Key Laboratory of Cardio-Thoracic Surgery (Fujian Medical University), China
| | - Yanhong Lin
- Department of Thoracic Surgery, Fujian Medical University Union Hospital, China; Key Laboratory of Cardio-Thoracic Surgery (Fujian Medical University), China
| | - Ziyang Han
- Department of Thoracic Surgery, Fujian Medical University Union Hospital, China; Key Laboratory of Cardio-Thoracic Surgery (Fujian Medical University), China; Key Laboratory of Gastrointestinal Cancer (Fujian Medical University), Ministry of Education, China; Fujian Key Laboratory of Tumor Microbiology, Department of Medical Microbiology, Fujian Medical University, China; Clinical Research Center for Thoracic Tumors of Fujian Province, China.
| | - Mingqiang Kang
- Department of Thoracic Surgery, Fujian Medical University Union Hospital, China; Key Laboratory of Cardio-Thoracic Surgery (Fujian Medical University), China; Key Laboratory of Gastrointestinal Cancer (Fujian Medical University), Ministry of Education, China; Fujian Key Laboratory of Tumor Microbiology, Department of Medical Microbiology, Fujian Medical University, China; Clinical Research Center for Thoracic Tumors of Fujian Province, China.
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Ratnakaram K, Yendamuri S, Groman A, Kalvapudi S. Sex-Based Differences in Lung Cancer Incidence: A Retrospective Analysis of Two Large US-Based Cancer Databases. Cancers (Basel) 2024; 16:3244. [PMID: 39409866 PMCID: PMC11476236 DOI: 10.3390/cancers16193244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Revised: 09/11/2024] [Accepted: 09/17/2024] [Indexed: 10/20/2024] Open
Abstract
Background/Objectives: Non-small cell lung cancer (NSCLC) has seen a relative rise in incidence among females versus males in recent years, although males still have a higher overall incidence. However, it is unclear whether this trend is consistent across all populations. Therefore, we retrospectively examined this relationship in two large high-risk clinical cohorts. Methods: First, we analyzed lung cancer incidence among individuals with a smoking history of over 40 pack-years in the National Lung Screening Trial (NLST). Then, we investigated the incidence of second primary NSCLC in patients who underwent lobectomy for previous stage I lung cancer using the Surveillance, Epidemiology, and End Results (SEER) database. We performed both univariate and multivariable time-to-event analyses to investigate the relationship between sex and lung cancer incidence. Results: In the NLST cohort (n = 37,627), females had a higher risk of developing primary NSCLC than males (HR = 1.11 [1.007-1.222], p = 0.035) after adjusting for age and pack-year history. In the SEER cohort (n = 19,327), females again exhibited an increased risk of developing a second primary lung cancer (HR = 1.138 [1.02-1.269], p = 0.021), after adjusting for age, race, grade, and histology. Conclusions: Our analysis reveals that females have a modestly higher lung cancer incidence than males in high-risk populations. These findings underscore the importance of further researching the underlying cellular processes that may cause sex-specific differences in lung cancer incidence.
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Affiliation(s)
- Kalyan Ratnakaram
- Department of Thoracic Surgery, Roswell Park Comprehensive Cancer Center, Elm and Carlton Streets, Buffalo, NY 14263, USA; (K.R.); (S.K.)
| | - Sai Yendamuri
- Department of Thoracic Surgery, Roswell Park Comprehensive Cancer Center, Elm and Carlton Streets, Buffalo, NY 14263, USA; (K.R.); (S.K.)
| | - Adrienne Groman
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Elm and Carlton Streets, Buffalo, NY 14263, USA;
| | - Sukumar Kalvapudi
- Department of Thoracic Surgery, Roswell Park Comprehensive Cancer Center, Elm and Carlton Streets, Buffalo, NY 14263, USA; (K.R.); (S.K.)
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Zhou J, Wang T, Xia L, Zheng Q, Wu D, Lin M, Lu T, Ma L. Effect of a prior thyroid cancer on the survival of lung cancer patients: a retrospective study based on SEER database. Endocrine 2024; 83:142-149. [PMID: 37632636 DOI: 10.1007/s12020-023-03474-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 07/26/2023] [Indexed: 08/28/2023]
Abstract
PURPOSE The effect of a history of thyroid cancer on the prognosis of lung cancer patients has not been fully investigated. Therefore, we aimed to evaluate this effect based on a large cohort. METHODS Data of 154844 lung cancer patients, of whom 406 had prior thyroid cancer, were collected from SEER database. Primary survival analysis was conducted between patients with and without prior thyroid cancer using Kaplan-Meier method. Secondary survival analysis was conducted to investigate the effects of the stage and histological subtype of the prior thyroid cancer on the survival of lung cancer patients. Propensity adjustment was used to reduce confounding effect. RESULTS Compared to patients without prior malignancy, patients with prior thyroid cancer were predominantly female (72.4% vs. 48.7%, p < 0.001), had lower stage (proportion of localized tumor: 40.4% vs. 25.6%, p < 0.001), and larger proportion of surgery (52.2% vs. 29.4%, p < 0.001), and had better survival (5-year survival rate: 55.53% vs. 33.16%, p < 0.001). After propensity adjustment, the survival was similar between the groups (5-year survival rate: 55.53% vs. 51.78%, p = 0.24). The survival of patients with different stages (localized tumor vs. regional tumor: p = 0.88) or different histological subtypes (p = 0.46) of prior thyroid cancer were comparable. CONCLUSION Survival of lung cancer patients with or without prior thyroid cancer was similar after propensity adjustment, and the stage or histological subtype of the prior thyroid cancer had no significant effect on the survival of lung cancer patients.
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Affiliation(s)
- Jian Zhou
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Tengyong Wang
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Liang Xia
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Quan Zheng
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Dongsheng Wu
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Mingying Lin
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Tianyi Lu
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Lin Ma
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China.
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Leung TH, El Helali A, Wang X, Ho JC, Pang H. Trends and age, sex, and race disparities in time to second primary cancer from 1990 to 2019. Cancer Med 2023; 12:22316-22324. [PMID: 38063337 PMCID: PMC10757087 DOI: 10.1002/cam4.6785] [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: 05/08/2023] [Revised: 10/09/2023] [Accepted: 11/23/2023] [Indexed: 12/31/2023] Open
Abstract
BACKGROUND Despite the growth in primary cancer (PC) survivors, the trends and disparities in this population have yet to be comprehensively examined using competing risk analysis. The objective is to examine trends in time to second primary cancer (SPC) and to characterize age, sex, and racial disparities in time-to-SPC. METHODS A retrospective analysis was conducted based on Surveillance, Epidemiology, and End Results (SEER). Two datasets for this study are (1) the discovery dataset with patients from SEER-8 (1990-2019) and (2) the validation dataset with patients from SEER-17 (2000-2019), excluding those in the discovery dataset. Patients were survivors of lung, colorectal, breast (female only), and prostate PCs. RESULTS The 5-year SPC cumulative incidences of lung PC increased from 1990 to 2019, with the cumulative incidence ratio being 1.73 (95% confidence intervals [CI], 1.64-1.82; p < 0.001). Age disparities among all PCs remained from 2010 to 2019, and the adjusted HRs (aHRs) of all PCs were above 1.43 when those below 65 were compared with those 65 and above. Sex disparity exists among colorectal and lung PC survivors. Racial disparities existed among non-Hispanic (NH) Black breast PC survivors (aHR: 1.11; 95% CI: 1.07-1.17; p < 0.001). The types of SPC vary according to PC and sex. CONCLUSIONS Over the past three decades, there has been a noticeably shortened time-to-SPC among lung PC survivors. This is likely attributed to the reduced number of lung cancer deaths due to advancements in effective treatments. However, disparities in age, sex, and race still exist, indicating that further effort is needed to close the gap.
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Affiliation(s)
- Tiffany H. Leung
- Department of Medicine, Li Ka Shing Faculty of MedicineThe University of Hong KongHong KongChina
- School of Public Health, Li Ka Shing Faculty of MedicineThe University of Hong KongHong KongChina
| | - Aya El Helali
- Department of Clinical Oncology, School of Clinical Medicine, Li Ka Shing Faculty of MedicineThe University of Hong KongHong KongChina
| | - Xiaofei Wang
- Department of Biostatistics and Bioinformatics, School of MedicineDuke UniversityDurhamNorth CarolinaUSA
| | - James C. Ho
- Department of Medicine, Li Ka Shing Faculty of MedicineThe University of Hong KongHong KongChina
| | - Herbert Pang
- School of Public Health, Li Ka Shing Faculty of MedicineThe University of Hong KongHong KongChina
- Department of Biostatistics and Bioinformatics, School of MedicineDuke UniversityDurhamNorth CarolinaUSA
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Song F, Fu B, Liu M, Liu X, Liu S, Lv F. Proposal of Modified Lung-RADS in Assessing Pulmonary Nodules of Patients with Previous Malignancies: A Primary Study. Diagnostics (Basel) 2023; 13:2210. [PMID: 37443604 DOI: 10.3390/diagnostics13132210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 06/12/2023] [Accepted: 06/16/2023] [Indexed: 07/15/2023] Open
Abstract
BACKGROUND In addition to the diameters of pulmonary nodules, the number and morphology of blood vessels in pure ground-glass nodules (pGGNs) were closely related to the occurrence of lung cancer. Moreover, the benign and malignant signs of nodules were also valuable for the identification of nodules. Based on these two points, we tried to revise Lung-RADS 2022 and proposed our Modified Lung-RADS. The aim of the study was to verify the diagnostic performance of Modified Lung-RADS for pulmonary solid nodules (SNs) and pure ground-glass nodules (pGGNs) in patients with previous malignancies. METHODS The chest CT and clinical data of patients with prior cancer who underwent pulmonary nodulectomies from 1 January 2018 to 30 November 2021 were enrolled according to inclusion and exclusion criteria. A total of 240 patients with 293 pulmonary nodules were included in this study. In contrast with the original version, the risk classification of pGGNs based on the GGN-vascular relationships (GVRs), and the SNs without burrs and with benign signs, could be downgraded to category 2. The sensitivity, specificity, and agreement rate of the original Lung-RADS 2022 and Modified Lung-RADS for pGGNs and SNs were calculated and compared. RESULTS Compared with the original version, the sensitivity and agreement rate of the Modified version for pGGNs increased from 0 and 23.33% to 97.10% and 92.22%, respectively, while the specificity decreased from 100% to 76.19%. As regards SNs, the specificity and agreement rate of the Modified version increased from 44.44% to 75.00% (p < 0.05) and 88.67% to 94.09% (p = 0.052), respectively, while the sensitivity was unchanged (98.20%). CONCLUSIONS In general, the diagnostic efficiency of Modified Lung-RADS was superior to that of the original version, and Modified Lung-RADS could be a preliminary attempt to improve Lung-RADS 2022.
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Affiliation(s)
- Feipeng Song
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, 1 YouYi Road, Chongqing 400010, China
| | - Binjie Fu
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, 1 YouYi Road, Chongqing 400010, China
| | - Mengxi Liu
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, 1 YouYi Road, Chongqing 400010, China
| | - Xiangling Liu
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, 1 YouYi Road, Chongqing 400010, China
| | - Sizhu Liu
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, 1 YouYi Road, Chongqing 400010, China
| | - Fajin Lv
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, 1 YouYi Road, Chongqing 400010, China
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Wang H, Wang Y, Yang R, Liu D, Li W. Risk of second primary lung cancer in patients with thyroid cancer: a meta-analysis based on big population studies. Chin Med J (Engl) 2023:00029330-990000000-00536. [PMID: 37052139 DOI: 10.1097/cm9.0000000000002457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Indexed: 04/14/2023] Open
Abstract
BACKGROUND Previous studies have revealed that the number of cancer survivors developing a second primary malignancy is increasing, especially among thyroid cancer patients, and lung cancer is still the main cause of cancer death. Therefore, we aimed to investigate the risk of second primary lung cancer (SPLC) in patients with thyroid cancer. METHODS We searched the PubMed, Web of Science, Embase, and Scopus databases up to November 24, 2021, for relevant research and merged the standardized incidence ratios (SIRs) and 95% confidence intervals (95% CIs) to evaluate the risk of developing SPLC in patients with thyroid cancer. RESULTS Fourteen studies involving 1480,816 cases were included in our meta-analysis. The pooled result demonstrated that thyroid cancer patients may have a higher risk of SPLC than the general population (SIR = 1.21, 95% CI: 1.07-1.36, P < 0.01, I2 = 81%, P < 0.01). Subgroup analysis stratified by sex indicated that female patients may have a markedly higher risk of SPLC than male patients (SIR = 1.65, 95% CI: 1.40-1.94, P < 0.01, I2 = 75%, P < 0.01). CONCLUSIONS Thyroid cancer patients are more likely to develop SPLC than the general population, especially women. However, other risk factors must be investigated, and more prospective studies are needed to confirm our results.Registration: International Prospective Register of Systematic Reviews: No. CRD42021285399.
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Affiliation(s)
- Haoyu Wang
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
- Institute of Respiratory Health, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
| | - Yan Wang
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
| | - Ruiyuan Yang
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
| | - Dan Liu
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
| | - Weimin Li
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
- Institute of Respiratory Health, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
- Precision Medicine Center, Precision Medicine Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
- The Research Units of West China, Chinese Academy of Medical Sciences, West China Hospital, Chengdu, Sichuan 610041, China
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Rubin KH, Haastrup PF, Nicolaisen A, Möller S, Wehberg S, Rasmussen S, Balasubramaniam K, Søndergaard J, Jarbøl DE. Developing and Validating a Lung Cancer Risk Prediction Model: A Nationwide Population-Based Study. Cancers (Basel) 2023; 15:cancers15020487. [PMID: 36672436 PMCID: PMC9856360 DOI: 10.3390/cancers15020487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 01/03/2023] [Accepted: 01/09/2023] [Indexed: 01/15/2023] Open
Abstract
Lung cancer can be challenging to diagnose in the early stages, where treatment options are optimal. We aimed to develop 1-year prediction models for the individual risk of incident lung cancer for all individuals aged 40 or above living in Denmark on 1 January 2017. The study was conducted using population-based registers on health and sociodemographics from 2007-2016. We applied backward selection on all variables by logistic regression to develop a risk model for lung cancer and applied the models to the validation cohort, calculated receiver-operating characteristic curves, and estimated the corresponding areas under the curve (AUC). In the populations without and with previously confirmed cancer, 4274/2,826,249 (0.15%) and 482/172,513 (0.3%) individuals received a lung cancer diagnosis in 2017, respectively. For both populations, older age was a relevant predictor, and the most complex models, containing variables related to diagnoses, medication, general practitioner, and specialist contacts, as well as baseline sociodemographic characteristics, had the highest AUC. These models achieved a positive predictive value (PPV) of 0.0127 (0.006) and a negative predictive value (NPV) of 0.989 (0.997) with a 1% cut-off in the population without (with) previous cancer. This corresponds to 1.2% of the screened population experiencing a positive prediction, of which 1.3% would be incident with lung cancer. We have developed and tested a prediction model with a reasonable potential to support clinicians and healthcare planners in identifying patients at risk of lung cancer.
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Affiliation(s)
- Katrine H. Rubin
- OPEN—Open Patient Data Explorative Network, Odense University Hospital, 5000 Odense, Denmark
- Research Unit OPEN, Department of Clinical Research, University of Southern Denmark, 5230 Odense, Denmark
| | - Peter F. Haastrup
- Research Unit of General Practice, Department of Public Health, University of Southern Denmark, 5000 Odense, Denmark
| | - Anne Nicolaisen
- Research Unit of General Practice, Department of Public Health, University of Southern Denmark, 5000 Odense, Denmark
| | - Sören Möller
- OPEN—Open Patient Data Explorative Network, Odense University Hospital, 5000 Odense, Denmark
- Research Unit OPEN, Department of Clinical Research, University of Southern Denmark, 5230 Odense, Denmark
| | - Sonja Wehberg
- Research Unit of General Practice, Department of Public Health, University of Southern Denmark, 5000 Odense, Denmark
| | - Sanne Rasmussen
- Research Unit of General Practice, Department of Public Health, University of Southern Denmark, 5000 Odense, Denmark
| | - Kirubakaran Balasubramaniam
- Research Unit of General Practice, Department of Public Health, University of Southern Denmark, 5000 Odense, Denmark
| | - Jens Søndergaard
- Research Unit of General Practice, Department of Public Health, University of Southern Denmark, 5000 Odense, Denmark
| | - Dorte E. Jarbøl
- Research Unit of General Practice, Department of Public Health, University of Southern Denmark, 5000 Odense, Denmark
- Correspondence:
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Artificial Intelligence assisted discrimination between pulmonary tuberculous nodules and solid lung cancer nodules. CLINICAL EHEALTH 2022. [DOI: 10.1016/j.ceh.2022.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
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Li C, Wang H, Jiang Y, Fu W, Liu X, Zhong R, Cheng B, Zhu F, Xiang Y, He J, Liang W. Advances in lung cancer screening and early detection. Cancer Biol Med 2022; 19:j.issn.2095-3941.2021.0690. [PMID: 35535966 PMCID: PMC9196057 DOI: 10.20892/j.issn.2095-3941.2021.0690] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 03/03/2022] [Indexed: 11/18/2022] Open
Abstract
Lung cancer is associated with a heavy cancer-related burden in terms of patients' physical and mental health worldwide. Two randomized controlled trials, the US-National Lung Screening Trial (NLST) and Nederlands-Leuvens Longkanker Screenings Onderzoek (NELSON), indicated that low-dose CT (LDCT) screening results in a statistically significant decrease in mortality in patients with lung cancer, LDCT has become the standard approach for lung cancer screening. However, many issues in lung cancer screening remain unresolved, such as the screening criteria, high false-positive rate, and radiation exposure. This review first summarizes recent studies on lung cancer screening from the US, Europe, and Asia, and discusses risk-based selection for screening and the related issues. Second, an overview of novel techniques for the differential diagnosis of pulmonary nodules, including artificial intelligence and molecular biomarker-based screening, is presented. Third, current explorations of strategies for suspected malignancy are summarized. Overall, this review aims to help clinicians understand recent progress in lung cancer screening and alleviate the burden of lung cancer.
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Affiliation(s)
- Caichen Li
- Department of Thoracic Oncology and Surgery, the First Affiliated Hospital of Guangzhou Medical University, China National Center for Respiratory Medicine, China State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou 510120, China
- Dongguan Affiliated Hospital of Southern Medical University, Dongguan People Hospital, Dongguan 523059, China
| | - Huiting Wang
- Department of Thoracic Oncology and Surgery, the First Affiliated Hospital of Guangzhou Medical University, China National Center for Respiratory Medicine, China State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou 510120, China
- Dongguan Affiliated Hospital of Southern Medical University, Dongguan People Hospital, Dongguan 523059, China
| | - Yu Jiang
- Dongguan Affiliated Hospital of Southern Medical University, Dongguan People Hospital, Dongguan 523059, China
| | - Wenhai Fu
- Department of Thoracic Oncology and Surgery, the First Affiliated Hospital of Guangzhou Medical University, China National Center for Respiratory Medicine, China State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou 510120, China
| | - Xiwen Liu
- Dongguan Affiliated Hospital of Southern Medical University, Dongguan People Hospital, Dongguan 523059, China
| | - Ran Zhong
- Department of Thoracic Oncology and Surgery, the First Affiliated Hospital of Guangzhou Medical University, China National Center for Respiratory Medicine, China State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou 510120, China
- Dongguan Affiliated Hospital of Southern Medical University, Dongguan People Hospital, Dongguan 523059, China
| | - Bo Cheng
- Dongguan Affiliated Hospital of Southern Medical University, Dongguan People Hospital, Dongguan 523059, China
| | - Feng Zhu
- Department of Internal Medicine, Detroit Medical Center Sinai-Grace Hospital, Detroit, Michigan 48235, USA
| | - Yang Xiang
- Department of Thoracic Oncology and Surgery, the First Affiliated Hospital of Guangzhou Medical University, China National Center for Respiratory Medicine, China State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou 510120, China
| | - Jianxing He
- Dongguan Affiliated Hospital of Southern Medical University, Dongguan People Hospital, Dongguan 523059, China
- Department of Thoracic Surgery, Nanfang Hospital of Southern Medical University, Guangzhou 510515, China
| | - Wenhua Liang
- Department of Thoracic Oncology and Surgery, the First Affiliated Hospital of Guangzhou Medical University, China National Center for Respiratory Medicine, China State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou 510120, China
- Dongguan Affiliated Hospital of Southern Medical University, Dongguan People Hospital, Dongguan 523059, China
- Department of Oncology, the First People’s Hospital of Zhaoqing, Zhaoqing 526020, China
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Long-term outcomes after video-assisted thoracoscopic surgery in pulmonary large-cell neuroendocrine carcinoma. Surg Oncol 2022; 41:101728. [DOI: 10.1016/j.suronc.2022.101728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 01/17/2022] [Accepted: 02/13/2022] [Indexed: 11/19/2022]
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Risk of primary lung cancer after breast cancer radiotherapy: a systematic review and meta-analysis. Breast Cancer 2022; 29:361-367. [PMID: 35088288 DOI: 10.1007/s12282-021-01318-w] [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: 06/10/2021] [Accepted: 11/28/2021] [Indexed: 11/02/2022]
Abstract
BACKGROUND Epidemiological studies have shown that the risk of secondary malignancies may increase by radiotherapy. Lung cancer is the most important long-term complication of breast cancer radiotherapy. METHODS Major electronic databases including Scopus, Web of Science, and MEDLINE were searched. All cohort studies that investigated the association between radiotherapy for breast cancer and risk of primary lung, bronchus, and trachea cancers conducted until March 2021 were included. The study participants were evaluated regardless of their age and ethnicity. The Newcastle-Ottawa Scale was used to assess the quality of the studies. The designated effects were risk ratio (RR). The random-effects model was used to estimate the average effects. RESULTS Fifteen studies including 1,640,247 women with primary breast cancer were identified of which 937,151 had not received radiotherapy and 703,096 subjects had received radiotherapy. In general, there was no significant association between breast cancer radiotherapy and lung cancer based on 10 studies (RR = 0.95, 95% CI 0.87-1.02, P = 0.15), There was no association between breast cancer radiotherapy and lung, bronchus, and trachea cancers either based on 5 studies (RR = 0.98, 95% CI 0.93-1.02, P = 0.32). CONCLUSION Radiotherapy for breast cancer is not associated with an excess risk of lung cancer. Due to the limited number of studies, lack of data regarding smoking status, and substantial variation in exposure of the lungs in breast cancer radiotherapy worldwide, further investigations based on randomized controlled trials are suggested to address the potential risk of lung cancer after breast cancer radiotherapy.
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Seyrek Y, Cansever L, Bedirhan MA. Clinical and surgical approaches for malignant pulmonary lesions after a previous extrapulmonary malignancy. ANZ J Surg 2021; 91:2174-2181. [PMID: 34180584 DOI: 10.1111/ans.17045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Revised: 06/10/2021] [Accepted: 06/12/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND In our study, since the operative histopathological distinction of new malignant pulmonary lesions as either a primary lung cancer or a pulmonary metastasis is difficult, we aimed to identify the clinical variables which might allow distinction between a new lung cancer and a pulmonary metastasis, and the appropriate surgical management. METHODS We divided 55 cases into two groups: patients with new lung cancer (NLC, n = 32) and patients with pulmonary metastases (PM, n = 23). Based on the primary organ, the previous malignancy was classified into four categories: head and neck, colorectal, genitourinary, and breast cancer. The parameters included in the study were age, sex, smoking history, a family history of cancer, disease-free interval, primary organ, treatments for previous malignancies, size, and SUV max of the lung lesion on 18F-fluorodeoxyglucose positron emission tomography scan and high-resolution computed tomography findings of the lung lesion. RESULTS A predisposition for larger lesions was found in the NLC group. In addition, in the NLC group, disease-free interval was noted to be longer, patients were significantly older and SUV-max values of solitary pulmonary lesions were significantly higher than in the PM group. Pulmonary lesions in patients with prior head and neck cancers were more likely to develop NLC. No significant difference in statistical analysis was observed between the groups in terms of sex, smoking, a family history of cancer, a history of adjuvant therapy, radiological pulmonary lesions signs, and localization. CONCLUSION PL monitoring on CT surveillance is essential, particularly in patients with previous head and neck cancers, who appear to have a higher risk for NLC. If pathological MLN accompanies PL in a patient with previous extrapulmonary malignancy, cervical mediastinoscopy may help acquire a possible PL diagnosis besides mediastinal staging. Intraoperative frozen section may have difficulty in distinguishing between PM and NLC when the lesion is of the same histological type as the previous malignancy. When precise distinction cannot be achieved by frozen section, we speculate that DFI, age, and radiological findings of the PL may help thoracic surgeons take initiative peroperatively while designating the subsequent surgical intervention. Lastly, pulmonary segmentectomy is also better be considered along with lobectomy in NLC cases.
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Affiliation(s)
- Yunus Seyrek
- Thoracic Surgery, Mehmet Akif Ersoy Thoracic and Cardiovascular Research and Education Hospital, Istanbul, Turkey
| | - Levent Cansever
- Thoracic Surgery, Yedikule Chest Diseases and Thoracic Surgery Training and Research Hospital, Istanbul, Turkey
| | - Mehmet Ali Bedirhan
- Thoracic Surgery, Yedikule Chest Diseases and Thoracic Surgery Training and Research Hospital, Istanbul, Turkey
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Henderson LM, Durham DD, Tammemägi MC, Benefield T, Marsh MW, Rivera MP. Lung Cancer Screening With Low Dose Computed Tomography in Patients With and Without Prior History of Cancer in the National Lung Screening Trial. J Thorac Oncol 2021; 16:980-989. [PMID: 33581343 DOI: 10.1016/j.jtho.2021.02.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2020] [Revised: 01/06/2021] [Accepted: 02/02/2021] [Indexed: 12/17/2022]
Abstract
INTRODUCTION Patients with a prior history of cancer (PHC) are at increased risk of second primary malignancy, of which lung cancer is the most common. We compared the performance metrics of positive screening rates and cancer detection rates (CDRs) among those with versus without PHC. METHODS We conducted a secondary analysis of 26,366 National Lung Screening Trial participants screened with low dose computed tomography between August 2002 and September 2007. We evaluated absolute rates and age-adjusted relative risks (RRs) of positive screening rates on the basis of retrospective Lung CT Screening Reporting & Data System (Lung-RADS) application, invasive diagnostic procedure rate, complication rate, and CDR in those with versus without PHC using a binary logistic regression model using Firth's penalized likelihood. We also compared cancer type, stage, and treatment in those with versus without PHC. RESULTS A total of 4.1% (n = 1071) of patients had PHC. Age-adjusted rates of positive findings were similar in those with versus without PHC (Baseline: PHC = 13.7% versus no PHC = 13.3%, RR [95% confidence interval (CI)]: 1.04 [0.88-1.24]; Subsequent: PHC = 5.6% versus no PHC = 5.5%, RR [95% CI]: 1.02 [0.84-1.23]). Age-adjusted CDRs were higher in those with versus without PHC on baseline (PHC=1.9% versus no PHC = 0.8%, RR [95% CI]: 2.51 [1.67-3.81]) but not on subsequent screenings (PHC = 0.6% versus no PHC = 0.4%, RR [95% CI]: 1.37 [0.99-1.93]). There were no differences in cancer stage, type, or treatment by PHC status. CONCLUSIONS Patients with PHC may benefit from lung cancer screening, and with their providers, should be made aware of the possibility of higher cancer detection, invasive procedures, and complication rates on baseline lung cancer screening, but not on subsequent low dose computed tomography screening examinations.
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Affiliation(s)
- Louise M Henderson
- Department of Radiology, University of North Carolina, Chapel Hill, North Carolina; Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina.
| | - Danielle D Durham
- Department of Radiology, University of North Carolina, Chapel Hill, North Carolina
| | - Martin C Tammemägi
- Department of Health Sciences, Brock University, St. Catharines, Ontario, Canada; Prevention and Cancer Control, Ontario Health (Cancer Care Ontario), Toronto, Ontario, Canada
| | - Thad Benefield
- Department of Radiology, University of North Carolina, Chapel Hill, North Carolina
| | - Mary W Marsh
- Department of Radiology, University of North Carolina, Chapel Hill, North Carolina
| | - M Patricia Rivera
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina; Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of North Carolina, Chapel Hill, North Carolina
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Maller B, Simmons VN, Byrne MM, Tanvetyanon T. Characteristics and Outcomes of Lung Cancer Screening Among Individuals With or Without Cancer History. Clin Lung Cancer 2020; 22:e629-e636. [PMID: 33441268 DOI: 10.1016/j.cllc.2020.12.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 11/29/2020] [Accepted: 12/10/2020] [Indexed: 11/26/2022]
Abstract
BACKGROUND Lung cancer screening with low-dose computed tomography (LDCT) can reduce mortality from lung cancer. Individuals with previous malignancy are at an increased risk of lung cancer but are often underrepresented in clinical trials. This study compares the outcomes of LDCT screening among individuals with and without cancer history. MATERIALS AND METHODS The study cohort included consecutive participants undergoing LDCT screening at a tertiary care cancer institution. Abnormal screening result was defined as having Lung-RADS 3 or 4 at baseline (T0). Participant information was prospectively collected and predicted risk of lung cancer was calculated per the PLCOm2012 model. RESULTS A total of 454 participants underwent LDCT screening. Abnormal screening result occurred in 57 (13.2%) participants at T0, and lung cancer was diagnosed in 11 (2.4%) participants. Among 153 individuals with cancer history, abnormal result occurred in 9.8%, compared with 15.4% among those without cancer history (P = .11). Lung cancer was diagnosed in 1.3%, compared with 3.5% (P = .22). The predicted risk of lung cancer at 6 years was higher among individuals with cancer history than those without: 4.8% versus 2.2% (P < .001). In a multivariable analysis, cancer history significantly reduced the likelihood of abnormal screening (odds ratio, 0.49; 95% confidence interval, 0.26-0.94; P = .03). We observed a higher proportion of participants who had a previous CT scan available for comparison at T0 among individuals with cancer history than those without: 43.1% versus 9.1% (P < .001). CONCLUSIONS In this single-institutional study, individuals with cancer history were significantly less likely to have abnormal screening results than those without cancer history.
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Affiliation(s)
- Bradley Maller
- Department of Internal Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL
| | - Vani N Simmons
- Tobacco Research and Intervention Program, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Margaret M Byrne
- Department of Health Outcomes and Behavior, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Tawee Tanvetyanon
- Department of Thoracic Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL.
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Abstract
Robust evidence exists in support of lung cancer (LC) screening with low-dose computed tomography in patients at high risk of developing LC; however, judicious patient selection is necessary to obtain optimal benefit while minimizing harm. Several professional societies have published recommendations regarding patient selection criteria for screening. Multiple risk prediction models that include additional patient-specific risk factors have since been developed to more accurately predict risk of developing LC. Implementation of a new screening program requires thorough multidisciplinary planning and maintenance. Multisociety guidelines highlight 9 principal components to implement and maintain a successful program.
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Affiliation(s)
- Nina A Thomas
- Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, Medical University of South Carolina, 96 Jonathan Lucas Street, CSB Suite 816, MSC 630, Charleston, SC 29425, USA
| | - Nichole T Tanner
- Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, Medical University of South Carolina, 96 Jonathan Lucas Street, CSB Suite 816, MSC 630, Charleston, SC 29425, USA; Health Equity and Rural Outreach Innovation Center (HEROIC), Ralph H. Johnson Veterans Affairs Hospital, 109 Bee Street, Charleston, SC 29401, USA.
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Wood DE, Kazerooni EA, Baum SL, Eapen GA, Ettinger DS, Hou L, Jackman DM, Klippenstein D, Kumar R, Lackner RP, Leard LE, Lennes IT, Leung ANC, Makani SS, Massion PP, Mazzone P, Merritt RE, Meyers BF, Midthun DE, Pipavath S, Pratt C, Reddy C, Reid ME, Rotter AJ, Sachs PB, Schabath MB, Schiebler ML, Tong BC, Travis WD, Wei B, Yang SC, Gregory KM, Hughes M. Lung Cancer Screening, Version 3.2018, NCCN Clinical Practice Guidelines in Oncology. J Natl Compr Canc Netw 2019; 16:412-441. [PMID: 29632061 DOI: 10.6004/jnccn.2018.0020] [Citation(s) in RCA: 407] [Impact Index Per Article: 67.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Lung cancer is the leading cause of cancer-related mortality in the United States and worldwide. Early detection of lung cancer is an important opportunity for decreasing mortality. Data support using low-dose computed tomography (LDCT) of the chest to screen select patients who are at high risk for lung cancer. Lung screening is covered under the Affordable Care Act for individuals with high-risk factors. The Centers for Medicare & Medicaid Services (CMS) covers annual screening LDCT for appropriate Medicare beneficiaries at high risk for lung cancer if they also receive counseling and participate in shared decision-making before screening. The complete version of the NCCN Guidelines for Lung Cancer Screening provides recommendations for initial and subsequent LDCT screening and provides more detail about LDCT screening. This manuscript focuses on identifying patients at high risk for lung cancer who are candidates for LDCT of the chest and on evaluating initial screening findings.
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Hu XL, Xu ST, Wang XC, Hou DN, Bao C, Yang D, Song YL. Lung cancer patients with a previous extra-pulmonary malignancy should not be considered homogeneous: a clinicopathological analysis of 3530 surgical cases. Clin Transl Oncol 2018; 21:348-354. [DOI: 10.1007/s12094-018-1933-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2018] [Accepted: 07/30/2018] [Indexed: 12/19/2022]
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Second malignancy in non-small cell lung cancer (NSCLC): prevalence and overall survival (OS) in routine clinical practice. J Cancer Res Clin Oncol 2018; 144:2059-2066. [DOI: 10.1007/s00432-018-2714-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Accepted: 07/19/2018] [Indexed: 12/19/2022]
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Type of second primary malignancy after achieving complete response by definitive chemoradiation therapy in patients with esophageal squamous cell carcinoma. Int J Clin Oncol 2018. [PMID: 29520523 DOI: 10.1007/s10147-018-1258-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
BACKGROUND While the standard treatment for stage II-III (non-T4) esophageal squamous cell carcinoma (ESCC) is neoadjuvant therapy followed by esophagectomy, definitive chemoradiation therapy (dCRT) is an option to treat ESCC patients who reject or may not tolerate surgical treatment. Second primary malignancy (SPM) is a problem for long-term survivors after achieving complete response (CR) by dCRT. METHODS The source of the subjects in this study was the patients with stage II/III (excluding T4 disease) ESCC (UICC6th) who underwent dCRT from 2000 to 2011 at the National Cancer Center Hospital, Japan. SPM, defined as malignancy newly detected at different site from the initial disease, was checked in patients who achieved CR by the initial dCRT. RESULTS Among the 285 patients with stage II/III (excluding T4 disease) ESCC who underwent dCRT, 185 patients achieved CR. SPM was detected in 49 patients (median time to developing SPM, 41.5 months), accounting for 19.3% (95% CI 0.137-0.257) as the 5-year cumulative risk of SPM. SPMs were head and neck cancer (n = 12), gastric cancer (n = 12), esophageal cancer (n = 7), lung cancer (n = 5), colon cancer (n = 4), diffuse large B-cell lymphoma (n = 3), bladder cancer (n = 2), small intestinal cancer (n = 1), cholangiocarcinoma (n = 1), malignant melanoma (n = 1), and breast cancer (n = 1). There were no significant differences in baseline characteristics between the patients who developed SPM (n = 49) and others (n = 136). CONCLUSIONS Because second primary malignancy developed often after achieving CR by dCRT for ESCC, it should be followed carefully.
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Bai Z, Gao M, Xu X, Zhang H, Xu J, Guan Q, Wang Q, Du J, Li Z, Zuo D, Zhang W, Wu Y. Overcoming resistance to mitochondrial apoptosis by BZML-induced mitotic catastrophe is enhanced by inhibition of autophagy in A549/Taxol cells. Cell Prolif 2018; 51:e12450. [PMID: 29493085 DOI: 10.1111/cpr.12450] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2018] [Accepted: 02/01/2018] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVES Our previous in vitro study showed that 5-(3, 4, 5-trimethoxybenzoyl)-4-methyl-2-(p-tolyl) imidazol (BZML) is a novel colchicine binding site inhibitor with potent anti-cancer activity against apoptosis resistance in A549/Taxol cells through mitotic catastrophe (MC). However, the mechanisms underlying apoptosis resistance in A549/Taxol cells remain unknown. To clarify these mechanisms, in the present study, we investigated the molecular mechanisms of apoptosis and autophagy, which are closely associated with MC in BZML-treated A549 and A549/Taxol cells. METHODS Xenograft NSCLC models induced by A549 and A549/Taxol cells were used to evaluate the efficacy of BZML in vivo. The activation of the mitochondrial apoptotic pathway was assessed using JC-1 staining, Annexin V-FITC/PI double-staining, a caspase-9 fluorescence metric assay kit and western blot. The different functional forms of autophagy were distinguished by determining the impact of autophagy inhibition on drug sensitivity. RESULTS Our data showed that BZML also exhibited desirable anti-cancer activity against drug-resistant NSCLC in vivo. Moreover, BZML caused ROS generation and MMP loss followed by the release of cytochrome c from mitochondria to cytosol in both A549 and A549/Taxol cells. However, the ROS-mediated apoptotic pathway involving the mitochondria that is induced by BZML was only fully activated in A549 cells but not in A549/Taxol cells. Importantly, we found that autophagy acted as a non-protective type of autophagy during BZML-induced apoptosis in A549 cells, whereas it acted as a type of cytoprotective autophagy against BZML-induced MC in A549/Taxol cells. CONCLUSIONS Our data suggest that the anti-apoptosis property of A549/Taxol cells originates from a defect in activation of the mitochondrial apoptotic pathway, and autophagy inhibitors can potentiate BZML-induced MC to overcome resistance to mitochondrial apoptosis.
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Affiliation(s)
- Zhaoshi Bai
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang, China
| | - Meiqi Gao
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang, China
| | - Xiaobo Xu
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang, China
| | - Huijuan Zhang
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang, China
| | - Jingwen Xu
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang, China
| | - Qi Guan
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang, China
| | - Qing Wang
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang, China
| | - Jianan Du
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang, China
| | - Zhengqiang Li
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang, China
| | - Daiying Zuo
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang, China
| | - Weige Zhang
- Key Laboratory of Structure-Based Drug Design and Discovery, Ministry of Education, Shenyang Pharmaceutical University, Shenyang, China
| | - Yingliang Wu
- Department of Pharmacology, Shenyang Pharmaceutical University, Shenyang, China
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