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Khorrami M, Khunger M, Zagouras A, Patil P, Thawani R, Bera K, Rajiah P, Fu P, Velcheti V, Madabhushi A. Combination of Peri- and Intratumoral Radiomic Features on Baseline CT Scans Predicts Response to Chemotherapy in Lung Adenocarcinoma. Radiol Artif Intell 2019; 1:e180012. [PMID: 32076657 DOI: 10.1148/ryai.2019180012] [Citation(s) in RCA: 74] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Revised: 01/16/2019] [Accepted: 02/04/2019] [Indexed: 12/11/2022]
Abstract
Purpose To identify the role of radiomics texture features both within and outside the nodule in predicting (a) time to progression (TTP) and overall survival (OS) as well as (b) response to chemotherapy in patients with non-small cell lung cancer (NSCLC). Materials and Methods Data in a total of 125 patients who had been treated with pemetrexed-based platinum doublet chemotherapy at Cleveland Clinic were retrospectively analyzed. The patients were divided randomly into two sets with the constraint that there were an equal number of responders and nonresponders in the training set. The training set comprised 53 patients with NSCLC, and the validation set comprised 72 patients. A machine learning classifier trained with radiomic texture features extracted from intra- and peritumoral regions of non-contrast-enhanced CT images was used to predict response to chemotherapy. The radiomic risk-score signature was generated by using least absolute shrinkage and selection operator with the Cox regression model; association of the radiomic signature with TTP and OS was also evaluated. Results A combination of radiomic features in conjunction with a quadratic discriminant analysis classifier yielded a mean maximum area under the receiver operating characteristic curve (AUC) of 0.82 ± 0.09 (standard deviation) in the training set and a corresponding AUC of 0.77 in the independent testing set. The radiomics signature was also significantly associated with TTP (hazard ratio [HR], 2.8; 95% confidence interval [CI]: 1.95, 4.00; P < .0001) and OS (HR, 2.35; 95% CI: 1.41, 3.94; P = .0011). Additionally, decision curve analysis demonstrated that in terms of clinical usefulness, the radiomics signature had a higher overall net benefit in prediction of high-risk patients to receive treatment than the clinicopathologic measurements. Conclusion This study suggests that radiomic texture features extracted from within and around the nodule on baseline CT scans are (a) predictive of response to chemotherapy and (b) associated with TTP and OS for patients with NSCLC.© RSNA, 2019Supplemental material is available for this article.
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Affiliation(s)
- Mohammadhadi Khorrami
- Department of Biomedical Engineering, Case Western Reserve University School of Engineering, 2071 Martin Luther King Dr, Cleveland, OH 44106-7207 (M. Khorrami, K.B., A.M.); Departments of Internal Medicine (M. Khunger) and Solid Tumor Oncology (A.Z., P.P.), Cleveland Clinic, Cleveland, Ohio; Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.); Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.); Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio (P.F.); Department of Hematology and Oncology, New York University, New York, NY (V.V.); Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio (A.M.)
| | - Monica Khunger
- Department of Biomedical Engineering, Case Western Reserve University School of Engineering, 2071 Martin Luther King Dr, Cleveland, OH 44106-7207 (M. Khorrami, K.B., A.M.); Departments of Internal Medicine (M. Khunger) and Solid Tumor Oncology (A.Z., P.P.), Cleveland Clinic, Cleveland, Ohio; Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.); Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.); Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio (P.F.); Department of Hematology and Oncology, New York University, New York, NY (V.V.); Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio (A.M.)
| | - Alexia Zagouras
- Department of Biomedical Engineering, Case Western Reserve University School of Engineering, 2071 Martin Luther King Dr, Cleveland, OH 44106-7207 (M. Khorrami, K.B., A.M.); Departments of Internal Medicine (M. Khunger) and Solid Tumor Oncology (A.Z., P.P.), Cleveland Clinic, Cleveland, Ohio; Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.); Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.); Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio (P.F.); Department of Hematology and Oncology, New York University, New York, NY (V.V.); Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio (A.M.)
| | - Pradnya Patil
- Department of Biomedical Engineering, Case Western Reserve University School of Engineering, 2071 Martin Luther King Dr, Cleveland, OH 44106-7207 (M. Khorrami, K.B., A.M.); Departments of Internal Medicine (M. Khunger) and Solid Tumor Oncology (A.Z., P.P.), Cleveland Clinic, Cleveland, Ohio; Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.); Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.); Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio (P.F.); Department of Hematology and Oncology, New York University, New York, NY (V.V.); Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio (A.M.)
| | - Rajat Thawani
- Department of Biomedical Engineering, Case Western Reserve University School of Engineering, 2071 Martin Luther King Dr, Cleveland, OH 44106-7207 (M. Khorrami, K.B., A.M.); Departments of Internal Medicine (M. Khunger) and Solid Tumor Oncology (A.Z., P.P.), Cleveland Clinic, Cleveland, Ohio; Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.); Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.); Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio (P.F.); Department of Hematology and Oncology, New York University, New York, NY (V.V.); Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio (A.M.)
| | - Kaustav Bera
- Department of Biomedical Engineering, Case Western Reserve University School of Engineering, 2071 Martin Luther King Dr, Cleveland, OH 44106-7207 (M. Khorrami, K.B., A.M.); Departments of Internal Medicine (M. Khunger) and Solid Tumor Oncology (A.Z., P.P.), Cleveland Clinic, Cleveland, Ohio; Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.); Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.); Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio (P.F.); Department of Hematology and Oncology, New York University, New York, NY (V.V.); Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio (A.M.)
| | - Prabhakar Rajiah
- Department of Biomedical Engineering, Case Western Reserve University School of Engineering, 2071 Martin Luther King Dr, Cleveland, OH 44106-7207 (M. Khorrami, K.B., A.M.); Departments of Internal Medicine (M. Khunger) and Solid Tumor Oncology (A.Z., P.P.), Cleveland Clinic, Cleveland, Ohio; Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.); Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.); Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio (P.F.); Department of Hematology and Oncology, New York University, New York, NY (V.V.); Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio (A.M.)
| | - Pingfu Fu
- Department of Biomedical Engineering, Case Western Reserve University School of Engineering, 2071 Martin Luther King Dr, Cleveland, OH 44106-7207 (M. Khorrami, K.B., A.M.); Departments of Internal Medicine (M. Khunger) and Solid Tumor Oncology (A.Z., P.P.), Cleveland Clinic, Cleveland, Ohio; Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.); Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.); Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio (P.F.); Department of Hematology and Oncology, New York University, New York, NY (V.V.); Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio (A.M.)
| | - Vamsidhar Velcheti
- Department of Biomedical Engineering, Case Western Reserve University School of Engineering, 2071 Martin Luther King Dr, Cleveland, OH 44106-7207 (M. Khorrami, K.B., A.M.); Departments of Internal Medicine (M. Khunger) and Solid Tumor Oncology (A.Z., P.P.), Cleveland Clinic, Cleveland, Ohio; Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.); Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.); Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio (P.F.); Department of Hematology and Oncology, New York University, New York, NY (V.V.); Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio (A.M.)
| | - Anant Madabhushi
- Department of Biomedical Engineering, Case Western Reserve University School of Engineering, 2071 Martin Luther King Dr, Cleveland, OH 44106-7207 (M. Khorrami, K.B., A.M.); Departments of Internal Medicine (M. Khunger) and Solid Tumor Oncology (A.Z., P.P.), Cleveland Clinic, Cleveland, Ohio; Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.); Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.); Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio (P.F.); Department of Hematology and Oncology, New York University, New York, NY (V.V.); Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio (A.M.)
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602
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Applying Data Science methods and tools to unveil healthcare use of lung cancer patients in a teaching hospital in Spain. Clin Transl Oncol 2019; 21:1472-1481. [PMID: 30864021 DOI: 10.1007/s12094-019-02074-2] [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: 12/31/2018] [Accepted: 02/25/2019] [Indexed: 10/27/2022]
Abstract
PURPOSE Our primary goal was to study the use of outpatient attendances by lung cancer patients in Hospital Universitario Puerta de Hierro Majadahonda (HUPHM), Spain, by leveraging our Electronic Patient Record (EPR) and structured clinical registry of lung cancer cases as well as assessing current Data Science methods and tools. METHODS/PATIENTS We applied the Cross-Industry Standard Process for Data Mining (CRISP-DM) to integrate and analyze activity data extracted from the EPR (9.3 million records) and clinical data of lung cancer patients from a previous registry that was curated into a new, structured database based on REDCap. We have described and quantified factors with an influence in outpatient care use from univariate and multivariate points of view (through Poisson and negative binomial regression). RESULTS Three cycles of CRISP-DM were performed resulting in a curated database of 522 lung cancer patients with 133 variables which generated 43,197 outpatient visits and tests, 1538 ER visits and 753 inpatient admissions. Stage and ECOG-PS at diagnosis and Charlson Comorbidity Index were major contributors to healthcare use. We also found that the patients' pattern of healthcare use (even before diagnosis), the existence of a history of cancer in first-grade relatives, smoking habits, or even age at diagnosis, could play a relevant role. CONCLUSIONS Integrating activity data from EPR and clinical structured data from lung cancer patients and applying CRISP-DM has allowed us to describe healthcare use in connection with clinical variables that could be used to plan resources and improve quality of care.
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603
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Billatos E, Duan F, Moses E, Marques H, Mahon I, Dymond L, Apgar C, Aberle D, Washko G, Spira A. Detection of early lung cancer among military personnel (DECAMP) consortium: study protocols. BMC Pulm Med 2019; 19:59. [PMID: 30845938 PMCID: PMC6407252 DOI: 10.1186/s12890-019-0825-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Accepted: 02/26/2019] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Lung cancer is the leading cause of cancer-related death due in large part to our inability to diagnose it at an early and potentially curable stage. Screening for lung cancer via low dose computed tomographic (LDCT) imaging has been demonstrated to improve mortality but also results in a high rate of false positive tests. The identification and application of non-invasive molecular biomarkers that improve the performance of CT imaging for the detection of lung cancer in high risk individuals would aid in clinical decision-making, eliminate the need for unnecessary LDCT follow-up, and further refine the screening criteria for an already large high-risk population. METHODS The Detection of Early Lung Cancer Among Military Personnel (DECAMP) consortium is conducting two multicenter prospective studies with the goals of developing an integrated panel of both airway and blood-based molecular biomarkers that discriminate benign and malignant indeterminate nodules detected on CT scan as well as predict the future development of lung cancer in high-risk individuals. To achieve these goals, DECAMP is compiling an extensive array of biospecimens including nasal brushings, serum, plasma and intrathoracic airway samples (bronchial brushings and bronchial biopsies) from normal-appearing airway epithelium. DISCUSSION This bank of samples is the foundation for multiple DECAMP efforts focused on the identification of those at greatest risk of developing lung cancer as well as the discrimination of benign and malignant pulmonary nodules. The clinical, imaging and biospecimen repositories will serve as a resource for the biomedical community and their investigation of the molecular basis of chronic respiratory disease. TRIAL REGISTRATION Retrospectively registered as NCT01785342 - DECAMP-1: Diagnosis and Surveillance of Indeterminate Pulmonary Nodules (DECAMP-1). Date of Registration: February 7, 2013. Retrospectively registered as NCT02504697 - DECAMP-2: Screening of Patients With Early Stage Lung Cancer or at High Risk for Developing Lung Cancer (DECAMP-2). Date of Registration: July 22, 2015.
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Affiliation(s)
- Ehab Billatos
- Division of Pulmonary, Allergy, and Critical Care Medicine, Boston University School of Medicine, Boston, MA 02118 USA
| | - Fenghai Duan
- Department of Biostatistics, Brown University, Providence, RI 02912 USA
| | - Elizabeth Moses
- Division of Computational Biomedicine, Boston University School of Medicine, Boston, MA 02118 USA
| | - Helga Marques
- Department of Biostatistics, Brown University, Providence, RI 02912 USA
| | - Irene Mahon
- American College of Radiology Imaging Network, Philadelphia, PA 19103 USA
| | - Lindsey Dymond
- American College of Radiology Imaging Network, Philadelphia, PA 19103 USA
| | - Charles Apgar
- American College of Radiology Imaging Network, Philadelphia, PA 19103 USA
| | - Denise Aberle
- Department of Radiological Sciences, University of California at Los Angeles, Los Angeles, CA 90024 USA
| | - George Washko
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s University, Boston, MA 02115 USA
| | - Avrum Spira
- Division of Pulmonary, Allergy, and Critical Care Medicine, Boston University School of Medicine, Boston, MA 02118 USA
- Division of Computational Biomedicine, Boston University School of Medicine, Boston, MA 02118 USA
| | - on behalf of the DECAMP investigators
- Division of Pulmonary, Allergy, and Critical Care Medicine, Boston University School of Medicine, Boston, MA 02118 USA
- Department of Biostatistics, Brown University, Providence, RI 02912 USA
- Division of Computational Biomedicine, Boston University School of Medicine, Boston, MA 02118 USA
- American College of Radiology Imaging Network, Philadelphia, PA 19103 USA
- Department of Radiological Sciences, University of California at Los Angeles, Los Angeles, CA 90024 USA
- Division of Pulmonary and Critical Care Medicine, Brigham and Women’s University, Boston, MA 02115 USA
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604
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García Lavandeira JA, Ruano-Ravina A, Kelsey KT, Torres-Durán M, Parente-Lamelas I, Leiro-Fernández V, Zapata M, Abal-Arca J, Vidal-García I, Montero-Martínez C, Amenedo M, Castro-Añón O, Golpe-Gómez A, Guzmán-Taveras R, Martínez C, Provencio M, Mejuto-Martí MJ, García-García S, Fernández-Villar A, Piñeiro M, Barros-Dios JM. Alcohol consumption and lung cancer risk in never smokers: a pooled analysis of case-control studies. Eur J Public Health 2019; 28:521-527. [PMID: 29140412 DOI: 10.1093/eurpub/ckx196] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Background Lung cancer is the deadliest cancer in developed countries but the etiology of lung cancer risk in never smokers (LCRINS) is largely unknown. We aim to assess the effects of alcohol consumption, in its different forms, on LCRINS. Methods We pooled six multi-center case-control studies developed in the northwest of Spain. Cases and controls groups were composed of never smokers. We selected incident cases with anatomopathologically confirmed lung cancer diagnoses. All participants were personally interviewed. We performed two groups of statistical models, applying unconditional logistic regression with generalized additive models. One considered the effect of alcohol type consumption and the other considered the quantity of each alcoholic beverage consumed. Results A total of 438 cases and 863 controls were included. Median age was 71 and 66, years, respectively. Adenocarcinoma was the predominant histological type, comprising 66% of all cases. We found that any type of wine consumption posed an OR of 2.20 OR 95%CI 1.12-4.35), and spirits consumption had an OR of 1.90 (95%CI 1.13-3.23). Beer consumption had an OR of 1.33 (95%CI 0.82-2.14). These results were similar when women were analyzed separately, but for men there was no apparent risk for any alcoholic beverage. The dose-response analysis for each alcoholic beverage revealed no clear pattern. Conclusions Wine and spirits consumption might increase the risk of LCRINSs, particularly in females. These results have to be taken with caution given the limitations of the present study.
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Affiliation(s)
- José A García Lavandeira
- Admission and Documentation Service, University Hospital Complex of a Coruña, Spain.,Department of Preventive Medicine and Public Health, University of Santiago de Compostela, Spain
| | - Alberto Ruano-Ravina
- Department of Preventive Medicine and Public Health, University of Santiago de Compostela, Spain.,CIBER de Epidemiología y Salud Pública, CIBERESP, Spain.,Department of Epidemiology, Brown School of Public Health, Brown University, Providence, Rhode Island, USA
| | - Karl T Kelsey
- Department of Epidemiology, Brown School of Public Health, Brown University, Providence, Rhode Island, USA
| | | | | | | | - Maruxa Zapata
- Department of Preventive Medicine and Public Health, University of Santiago de Compostela, Spain
| | - José Abal-Arca
- Service of Neumology, Ourense Hospital Complex, Ourense, Spain
| | - Iria Vidal-García
- Service of Neumology, University Hospital Complex of A Coruña, Coruña, Spain
| | | | | | | | - Antonio Golpe-Gómez
- Service of Neumology, Santiago de Compostela University Clinic Hospital, Santiago de Compostela, Spain
| | - Rosirys Guzmán-Taveras
- National Institute of Silicosis, University Hospital of Asturias, Asturias, Oviedo, Spain
| | - Cristina Martínez
- National Institute of Silicosis, University Hospital of Asturias, Asturias, Oviedo, Spain
| | - Mariano Provencio
- Service of Oncology, Puerta de Hierro University Hospital, Madrid, Spain
| | | | | | | | - María Piñeiro
- CIBER de Epidemiología y Salud Pública, CIBERESP, Spain
| | - Juan M Barros-Dios
- Department of Preventive Medicine and Public Health, University of Santiago de Compostela, Spain.,CIBER de Epidemiología y Salud Pública, CIBERESP, Spain.,Service of Preventive Medicine, University Hospital Complex of Santiago de Compostela, Spain
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605
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Sugawara S, Nakagawa K, Yamamoto N, Nokihara H, Ohe Y, Nishio M, Takahashi T, Goto K, Maemondo M, Ichinose Y, Seto T, Sakai H, Gemma A, Imamura F, Shingyoji M, Saka H, Inoue A, Takeda K, Okamoto I, Kiura K, Morita S, Tamura T. Japanese subgroup analysis of a phase III study of S-1 versus docetaxel in non-small cell lung cancer patients after platinum-based treatment: EAST-LC. Int J Clin Oncol 2019; 24:485-493. [PMID: 30830659 PMCID: PMC6469651 DOI: 10.1007/s10147-019-01396-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Accepted: 12/30/2018] [Indexed: 01/15/2023]
Abstract
Introduction The East Asia S-1 Trial in Lung Cancer (EAST-LC) was a randomized phase III study conducted in East Asia that demonstrated the non-inferiority of S-1 to docetaxel in previously treated patients with advanced non-small cell lung cancer (NSCLC). Here, we reported the results of the Japanese subgroup treated with docetaxel 60 mg/m2, the standard dosage in Japan. Patients and methods Patients were randomized 1:1 to receive either S-1 or docetaxel. The primary endpoint was overall survival (OS); the secondary endpoints included progression-free survival (PFS), response rate (RR), quality of life (QOL), and safety. Results Patient characteristics in the Japanese subgroup (n = 724) were similar to those in the overall EAST-LC population. Median OS was 13.4 months in the S-1 group and 12.6 months in the docetaxel group. In pemetrexed-pretreated patients, OS with S-1 was similar to that with docetaxel. Median PFS was 2.9 and 3.0 months in the S-1 and docetaxel groups, respectively. RR was 9.4% and 10.3% in the S-1 and docetaxel groups, respectively. The QOL of patients treated with S-1 was better compared with that of patients treated with docetaxel. Decreased appetite and diarrhea were more common in the S-1 group, whereas the frequency of neutropenia and febrile neutropenia was markedly higher in the docetaxel group. Conclusions This Japanese subgroup analysis showed that S-1 had similar efficacy to docetaxel in patients with previously treated advanced NSCLC. These results are similar to those of the overall EAST-LC population. Electronic supplementary material The online version of this article (10.1007/s10147-019-01396-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Shunichi Sugawara
- Department of Pulmonary Medicine, Sendai Kousei Hospital, Miyagi, Japan
| | - Kazuhiko Nakagawa
- Department of Medical Oncology, Faculty of Medicine, Kindai University, Osaka, Japan
| | - Nobuyuki Yamamoto
- Third Department of Internal Medicine, Wakayama Medical University, Wakayama, Japan
| | - Hiroshi Nokihara
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Yuichiro Ohe
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Makoto Nishio
- Department of Thoracic Medical Oncology, The Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | | | - Koichi Goto
- Department of Thoracic Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Makoto Maemondo
- Department of Respiratory Medicine, Miyagi Cancer Center, Miyagi, Japan
| | - Yukito Ichinose
- Department of Cancer Information Research, National Kyushu Cancer Center, Clinical Research Institute, Fukuoka, Japan
| | - Takashi Seto
- Department of Thoracic Oncology, National Kyushu Cancer Center, Fukuoka, Japan
| | - Hiroshi Sakai
- Department of Thoracic Oncology, Saitama Cancer Center, Saitama, Japan
| | - Akihiko Gemma
- Department of Pulmonary Medicine and Oncology, Graduate School of Medicine, Nippon Medical School, Tokyo, Japan
| | - Fumio Imamura
- Department of Thoracic Oncology, Osaka International Cancer Institute, Osaka, Japan
| | | | - Hideo Saka
- Department of Respiratory Medicine and Medical Oncology, National Hospital Organization Nagoya Medical Center, Aichi, Japan
| | - Akira Inoue
- Department of Palliative Medicine, Tohoku University School of Medicine, Miyagi, Japan
| | - Koji Takeda
- Department of Medical Oncology, Osaka City General Hospital, Osaka, Japan
| | - Isamu Okamoto
- Research Institute for Diseases of the Chest, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Katsuyuki Kiura
- Department of Hematology, Oncology, and Respiratory Medicine, Okayama University Graduate School of Medicine, Okayama, Japan
| | - Satoshi Morita
- Department of Biomedical Statistics and Bioinformatics, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Tomohide Tamura
- Thoracic Center, St Luke's International Hospital, 9-1 Akashi-cho, Chuo-ku, Tokyo, 104-8560, Japan.
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606
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Peng W, Zhang H, Li Z. Responses of lung cancer survivors undergoing gamma knife surgery to supportive group psychotherapy. Medicine (Baltimore) 2019; 98:e14693. [PMID: 30817604 PMCID: PMC6831276 DOI: 10.1097/md.0000000000014693] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Abstract
An increasingly important concern for clinicians who care for patients with cancers is their psychological problems and quality of life. The present study examined the efficacy of supportive group psychotherapy (SGP) on anxiety, depression and overall quality of life in patients with lung cancer undergoing gamma knife surgery (GKS).160 patients with lung cancer undergoing GKS were randomly divided into SGP group (n = 82) and care as usual (CAU) group (n = 78). Patients in SGP group received 90 minutes' group psychotherapy intervention once a week for 8 weeks, while patients in CAU group received usual care. Outcome measures were administered before and after the intervention and at 3-months follow-up. The primary outcome measures were the 14-item Hospital Anxiety and Depression Scale (HADS) and the secondary outcome measures were the 30-item European Organisation for Research and Treatment of Cancer Quality of Life Questionnaire-Core 30 (EORTC QLQ-C30).Demographic characteristics between SGP and CAU groups showed no difference in sex, age, course of disease, years of education, marital status and profession. Psychological characteristics evaluated by HADS revealed that levels of both depression and anxiety in SGP group were significantly improved compared with that in CAU group at the end of the treatment and the improvement remained at the 3-months follow-up. In addition, EORTC QLQ-C30 demonstrated that functional scales including emotion, cognition and society in SGP group were significantly higher than that in CAU group at the end of the treatment and maintained till 3-months follow-up. EORTC QLQ-C30 also showed that symptom scales including fatigue, nausea/vomiting, pain, syspnea, insomnia, loss of appetite and financial problems in the former group were significantly lower than that in the latter group and maintained till 3-months follow-up. Furthermore, compared with that in SGP group before treatment, these variables in both HADS and EORTC QLQ-C30 showed obvious improvement in the same group after treatment and at the 3-months follow-up.The results suggested that SGP can alleviate anxiety and depression in patients with lung cancer following GKS and improve the overall quality of life.
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Affiliation(s)
| | - Hui Zhang
- Clinical Laboratory, the Third Hospital of Lanzhou City, Lanzhou
| | - Zhongguo Li
- Radiotherapy Center, No. 323 Hospital of People's Liberation Army, Xi’an, China
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607
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Beig N, Khorrami M, Alilou M, Prasanna P, Braman N, Orooji M, Rakshit S, Bera K, Rajiah P, Ginsberg J, Donatelli C, Thawani R, Yang M, Jacono F, Tiwari P, Velcheti V, Gilkeson R, Linden P, Madabhushi A. Perinodular and Intranodular Radiomic Features on Lung CT Images Distinguish Adenocarcinomas from Granulomas. Radiology 2019; 290:783-792. [PMID: 30561278 PMCID: PMC6394783 DOI: 10.1148/radiol.2018180910] [Citation(s) in RCA: 230] [Impact Index Per Article: 38.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2018] [Revised: 10/15/2018] [Accepted: 10/25/2018] [Indexed: 12/18/2022]
Abstract
Purpose To evaluate ability of radiomic (computer-extracted imaging) features to distinguish non-small cell lung cancer adenocarcinomas from granulomas at noncontrast CT. Materials and Methods For this retrospective study, screening or standard diagnostic noncontrast CT images were collected for 290 patients (mean age, 68 years; range, 18-92 years; 125 men [mean age, 67 years; range, 18-90 years] and 165 women [mean age, 68 years; range, 33-92 years]) from two institutions between 2007 and 2013. Histopathologic analysis was available for one nodule per patient. Corresponding nodule of interest was identified on axial CT images by a radiologist with manual annotation. Nodule shape, wavelet (Gabor), and texture-based (Haralick and Laws energy) features were extracted from intra- and perinodular regions. Features were pruned to train machine learning classifiers with 145 patients. In a test set of 145 patients, classifier results were compared against a convolutional neural network (CNN) and diagnostic readings of two radiologists. Results Support vector machine classifier with intranodular radiomic features achieved an area under the receiver operating characteristic curve (AUC) of 0.75 on the test set. Combining radiomics of intranodular with perinodular regions improved the AUC to 0.80. On the same test set, CNN resulted in an AUC of 0.76. Radiologist readers achieved AUCs of 0.61 and 0.60, respectively. Conclusion Radiomic features from intranodular and perinodular regions of nodules can distinguish non-small cell lung cancer adenocarcinomas from benign granulomas at noncontrast CT. © RSNA, 2018 Online supplemental material is available for this article. See also the editorial by Nishino in this issue.
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Affiliation(s)
- Niha Beig
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Mohammadhadi Khorrami
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Mehdi Alilou
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Prateek Prasanna
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Nathaniel Braman
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Mahdi Orooji
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Sagar Rakshit
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Kaustav Bera
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Prabhakar Rajiah
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Jennifer Ginsberg
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Christopher Donatelli
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Rajat Thawani
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Michael Yang
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Frank Jacono
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Pallavi Tiwari
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Vamsidhar Velcheti
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Robert Gilkeson
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Philip Linden
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
| | - Anant Madabhushi
- From the Department of Biomedical Engineering, Case Western Reserve
University, 2071 Martin Luther King Dr, Wickenden 523, Cleveland, OH 44106-7207
(N. Beig, M.K., M.A., P.P., N. Braman, M.O., K.B., P.T., A.M.); Taussig Cancer
Institute–Cleveland Clinic, Cleveland, Ohio (S.R.); Division of Thoracic
and Esophageal Surgery (J.G., P.L.), Division of Pulmonary Critical Care and
Sleep Medicine (C.D., F.J.), Department of Pathology (M.Y.), and Department of
Radiology (R.G.), University Hospitals of Cleveland, Cleveland, Ohio; Pulmonary
Section, Cleveland Veterans Affairs Medical Center, Cleveland, Ohio (F.J.);
Department of Radiology, UT Southwestern Medical Center, Dallas, Tex (P.R.);
Department of Internal Medicine, Maimonides Medical Center, Brooklyn, NY (R.T.);
and Hematology and Oncology, New York University, Perlmutter Cancer Center, New
York, NY (V.V.)
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608
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Bender L, Meyer G, Quoix E, Mennecier B. Ceritinib-related interstitial lung disease improving after treatment cessation without recurrence under either crizotinib or brigatinib: a case report. ANNALS OF TRANSLATIONAL MEDICINE 2019; 7:106. [PMID: 31019956 DOI: 10.21037/atm.2019.01.24] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Anaplastic lymphoma kinase inhibitors (ALKi) like ceritinib are considered standard for front-line treatment of non-small cell lung cancers (NSCLC) harboring a translocation of the anaplastic lymphoma kinase (ALK) gene. We report herein a case of interstitial lung disease (ILD) that developed following a 7-month ceritinib treatment without recurrence under either crizotinib or brigatinib, two others ALKi.
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Affiliation(s)
- Laura Bender
- Department of Medical Oncology, University Hospital, Strasbourg, France
| | - Guillaume Meyer
- Department of Pharmacy, University Hospital, Strasbourg, France
| | - Elisabeth Quoix
- Department of Pneumology, University Hospital, Strasbourg, France
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609
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Bi WL, Hosny A, Schabath MB, Giger ML, Birkbak NJ, Mehrtash A, Allison T, Arnaout O, Abbosh C, Dunn IF, Mak RH, Tamimi RM, Tempany CM, Swanton C, Hoffmann U, Schwartz LH, Gillies RJ, Huang RY, Aerts HJWL. Artificial intelligence in cancer imaging: Clinical challenges and applications. CA Cancer J Clin 2019; 69:127-157. [PMID: 30720861 PMCID: PMC6403009 DOI: 10.3322/caac.21552] [Citation(s) in RCA: 754] [Impact Index Per Article: 125.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Judgement, as one of the core tenets of medicine, relies upon the integration of multilayered data with nuanced decision making. Cancer offers a unique context for medical decisions given not only its variegated forms with evolution of disease but also the need to take into account the individual condition of patients, their ability to receive treatment, and their responses to treatment. Challenges remain in the accurate detection, characterization, and monitoring of cancers despite improved technologies. Radiographic assessment of disease most commonly relies upon visual evaluations, the interpretations of which may be augmented by advanced computational analyses. In particular, artificial intelligence (AI) promises to make great strides in the qualitative interpretation of cancer imaging by expert clinicians, including volumetric delineation of tumors over time, extrapolation of the tumor genotype and biological course from its radiographic phenotype, prediction of clinical outcome, and assessment of the impact of disease and treatment on adjacent organs. AI may automate processes in the initial interpretation of images and shift the clinical workflow of radiographic detection, management decisions on whether or not to administer an intervention, and subsequent observation to a yet to be envisioned paradigm. Here, the authors review the current state of AI as applied to medical imaging of cancer and describe advances in 4 tumor types (lung, brain, breast, and prostate) to illustrate how common clinical problems are being addressed. Although most studies evaluating AI applications in oncology to date have not been vigorously validated for reproducibility and generalizability, the results do highlight increasingly concerted efforts in pushing AI technology to clinical use and to impact future directions in cancer care.
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Affiliation(s)
- Wenya Linda Bi
- Assistant Professor of Neurosurgery, Department of Neurosurgery, Brigham and Women’s Hospital, Dana‐Farber Cancer InstituteHarvard Medical SchoolBostonMA
| | - Ahmed Hosny
- Research Scientist, Department of Radiation Oncology, Brigham and Women’s Hospital, Dana‐Farber Cancer InstituteHarvard Medical SchoolBostonMA
| | - Matthew B. Schabath
- Associate Member, Department of Cancer EpidemiologyH. Lee Moffitt Cancer Center and Research InstituteTampaFL
| | - Maryellen L. Giger
- Professor of Radiology, Department of RadiologyUniversity of ChicagoChicagoIL
| | - Nicolai J. Birkbak
- Research Associate, The Francis Crick InstituteLondonUnited Kingdom
- Research Associate, University College London Cancer InstituteLondonUnited Kingdom
| | - Alireza Mehrtash
- Research Assistant, Department of Radiology, Brigham and Women’s Hospital, Dana‐Farber Cancer InstituteHarvard Medical SchoolBostonMA
- Research Assistant, Department of Electrical and Computer EngineeringUniversity of British ColumbiaVancouverBCCanada
| | - Tavis Allison
- Research Assistant, Department of RadiologyColumbia University College of Physicians and SurgeonsNew YorkNY
- Research Assistant, Department of RadiologyNew York Presbyterian HospitalNew YorkNY
| | - Omar Arnaout
- Assistant Professor of Neurosurgery, Department of Neurosurgery, Brigham and Women’s Hospital, Dana‐Farber Cancer InstituteHarvard Medical SchoolBostonMA
| | - Christopher Abbosh
- Research Fellow, The Francis Crick InstituteLondonUnited Kingdom
- Research Fellow, University College London Cancer InstituteLondonUnited Kingdom
| | - Ian F. Dunn
- Associate Professor of Neurosurgery, Department of Neurosurgery, Brigham and Women’s Hospital, Dana‐Farber Cancer InstituteHarvard Medical SchoolBostonMA
| | - Raymond H. Mak
- Associate Professor, Department of Radiation Oncology, Brigham and Women’s Hospital, Dana‐Farber Cancer InstituteHarvard Medical SchoolBostonMA
| | - Rulla M. Tamimi
- Associate Professor, Department of MedicineBrigham and Women’s Hospital, Dana‐Farber Cancer Institute, Harvard Medical SchoolBostonMA
| | - Clare M. Tempany
- Professor of Radiology, Department of Radiology, Brigham and Women’s Hospital, Dana‐Farber Cancer InstituteHarvard Medical SchoolBostonMA
| | - Charles Swanton
- Professor, The Francis Crick InstituteLondonUnited Kingdom
- Professor, University College London Cancer InstituteLondonUnited Kingdom
| | - Udo Hoffmann
- Professor of Radiology, Department of RadiologyMassachusetts General Hospital and Harvard Medical SchoolBostonMA
| | - Lawrence H. Schwartz
- Professor of Radiology, Department of RadiologyColumbia University College of Physicians and SurgeonsNew YorkNY
- Chair, Department of RadiologyNew York Presbyterian HospitalNew YorkNY
| | - Robert J. Gillies
- Professor of Radiology, Department of Cancer PhysiologyH. Lee Moffitt Cancer Center and Research InstituteTampaFL
| | - Raymond Y. Huang
- Assistant Professor, Department of Radiology, Brigham and Women’s Hospital, Dana‐Farber Cancer InstituteHarvard Medical SchoolBostonMA
| | - Hugo J. W. L. Aerts
- Associate Professor, Departments of Radiation Oncology and Radiology, Brigham and Women’s Hospital, Dana‐Farber Cancer InstituteHarvard Medical SchoolBostonMA
- Professor in AI in Medicine, Radiology and Nuclear Medicine, GROWMaastricht University Medical Centre (MUMC+)MaastrichtThe Netherlands
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610
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Wang R, Xu J, Xu J, Zhu W, Qiu T, Li J, Zhang M, Wang Q, Xu T, Guo R, Lu K, Yin Y, Gu Y, Zhu L, Huang P, Liu P, Liu L, De W, Shu Y. MiR-326/Sp1/KLF3: A novel regulatory axis in lung cancer progression. Cell Prolif 2019; 52:e12551. [PMID: 30485570 PMCID: PMC6495967 DOI: 10.1111/cpr.12551] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Revised: 09/27/2018] [Accepted: 10/17/2018] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVES To investigate the function and regulatory mechanism of Krüppel-like factor 3 (KLF3) in lung cancer. MATERIALS AND METHODS KLF3 expression was analysed by qRT-PCR and Western blot assays. The proliferation, migration, invasion, cycle and apoptosis were measured by CCK-8 and EdU, wound-healing and Transwell, and flow cytometry assays. The tumour growth was detected by nude mouse tumorigenesis assay. In addition, the interaction between KLF3 and Sp1 was accessed by luciferase reporter, EMSA and ChIP assay. JAK2, STAT3, PI3K and p-AKT levels were evaluated by Western blot and IHC assays. RESULTS The results indicated that KLF3 expression was elevated in lung cancer tissues. Knockdown of KLF3 inhibited lung cancer cell proliferation, migration and invasion, and induced cell cycle arrest and apoptosis. In addition, the downregulation of KLF3 suppressed tumour growth in vivo. KLF3 was transcriptionally activated by Sp1. miR-326 could bind to 3'UTR of Sp1 but not KLF3 and decreased the accumulation of Sp1, which further indirectly reduced KLF3 expression and inactivated JAK2/STAT3 and PI3K/AKT signaling pathways in vitro and in vivo. CONCLUSIONS Our data demonstrate that miR-326/Sp1/KLF3 regulatory axis is involved in the development of lung cancer, which hints the potential target for the further therapeutic strategy against lung cancer.
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Affiliation(s)
- Rong Wang
- Department of Oncologythe First Affiliated Hospital of Nanjing Medical University, Jiangsu Province HospitalNanjingChina
| | - Jiali Xu
- Department of Oncologythe First Affiliated Hospital of Nanjing Medical University, Jiangsu Province HospitalNanjingChina
| | - Jing Xu
- Department of Oncologythe First Affiliated Hospital of Nanjing Medical University, Jiangsu Province HospitalNanjingChina
| | - Wei Zhu
- Department of Oncologythe First Affiliated Hospital of Nanjing Medical University, Jiangsu Province HospitalNanjingChina
| | - Tianzhu Qiu
- Department of Oncologythe First Affiliated Hospital of Nanjing Medical University, Jiangsu Province HospitalNanjingChina
| | - Jun Li
- Department of Oncologythe First Affiliated Hospital of Nanjing Medical University, Jiangsu Province HospitalNanjingChina
| | - Meiling Zhang
- Department of Oncologythe First Affiliated Hospital of Nanjing Medical University, Jiangsu Province HospitalNanjingChina
| | - Qianqian Wang
- Department of Oncologythe First Affiliated Hospital of Nanjing Medical University, Jiangsu Province HospitalNanjingChina
| | - Tongpeng Xu
- Department of Oncologythe First Affiliated Hospital of Nanjing Medical University, Jiangsu Province HospitalNanjingChina
| | - Renhua Guo
- Department of Oncologythe First Affiliated Hospital of Nanjing Medical University, Jiangsu Province HospitalNanjingChina
| | - Kaihua Lu
- Department of Oncologythe First Affiliated Hospital of Nanjing Medical University, Jiangsu Province HospitalNanjingChina
| | - Yongmei Yin
- Department of Oncologythe First Affiliated Hospital of Nanjing Medical University, Jiangsu Province HospitalNanjingChina
| | - Yanhong Gu
- Department of Oncologythe First Affiliated Hospital of Nanjing Medical University, Jiangsu Province HospitalNanjingChina
| | - Lingjun Zhu
- Department of Oncologythe First Affiliated Hospital of Nanjing Medical University, Jiangsu Province HospitalNanjingChina
| | - Puwen Huang
- Department of OncologyLiyang people's Hospital of Jiangsu ProvinceLiyangChina
| | - Ping Liu
- Department of Oncologythe First Affiliated Hospital of Nanjing Medical University, Jiangsu Province HospitalNanjingChina
| | - Lianke Liu
- Department of Oncologythe First Affiliated Hospital of Nanjing Medical University, Jiangsu Province HospitalNanjingChina
| | - Wei De
- Department of Biochemistry and Molecular BiologyNanjing Medical UniversityNanjingChina
| | - Yongqian Shu
- Department of Oncologythe First Affiliated Hospital of Nanjing Medical University, Jiangsu Province HospitalNanjingChina
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611
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Tata P, Gondaliya P, Sunkaria A, Srivastava A, Kalia K. Modulation of CD44, EGFR and RAC Pathway Genes (WAVE Complex) in Epithelial Cancers. Curr Pharm Des 2019; 25:833-848. [PMID: 30799784 DOI: 10.2174/1381612825666190222143044] [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: 11/14/2018] [Accepted: 02/13/2019] [Indexed: 12/12/2022]
Abstract
Cancer hallmarks help in understanding the diversity of various neoplasms. Epithelial cancers play an immense role in the tumor biology through Epithelial-Mesenchymal Transition (EMT) process. Receptor tyrosine kinase, as well as phosphatidyl ionositol-3 kinase pathways, play an important role in the regulation of cell proliferation, survival, and differentiation during EMT. Till date, numerous studies have shown modulation in the expression profile of potential targets like CD44, EGFR, and Rac in epithelial cancers. CD44 interacts with EGFR and recruits other molecules which further activate the Rac pathway intermediates. This review mainly focused on modulation of genes like CD44, EGFR, and Rac pathway intermediates which play a crucial role in the tumor progression, metastasis, proliferation, and invasion characteristics in epithelial cancers with EMT properties. Hence, targeting Rac pathway might be a more strategically relevant approach in treating epithelial cancers.
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Affiliation(s)
- Pranathi Tata
- National Institute of Pharmaceutical Education and Research (NIPER)-Ahmedabad, Palaj, Opposite Air Force Station, Gandhinagar, Gujarat-382355, India
| | - Piyush Gondaliya
- National Institute of Pharmaceutical Education and Research (NIPER)-Ahmedabad, Palaj, Opposite Air Force Station, Gandhinagar, Gujarat-382355, India
| | - Aditya Sunkaria
- National Institute of Pharmaceutical Education and Research (NIPER)-Ahmedabad, Palaj, Opposite Air Force Station, Gandhinagar, Gujarat-382355, India
| | - Akshay Srivastava
- National Institute of Pharmaceutical Education and Research (NIPER)-Ahmedabad, Palaj, Opposite Air Force Station, Gandhinagar, Gujarat-382355, India
| | - Kiran Kalia
- National Institute of Pharmaceutical Education and Research (NIPER)-Ahmedabad, Palaj, Opposite Air Force Station, Gandhinagar, Gujarat-382355, India
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612
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Peng YS, Lin JR, Cheng BH, Ho C, Lin YH, Shen CH, Tsai MH. Incidence and relative risk for developing cancers in women with gestational diabetes mellitus: a nationwide cohort study in Taiwan. BMJ Open 2019; 9:e024583. [PMID: 30796123 PMCID: PMC6398720 DOI: 10.1136/bmjopen-2018-024583] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
OBJECTIVES To evaluate the risk of developing cancers, particularly site-specific cancers, in women with gestational diabetes mellitus (GDM) in Taiwan. SETTING The National Health Insurance Research Database (NHIRD) of Taiwan. PARTICIPANTS This study was conducted using the nationwide data from 2000 to 2013. In total, 1 466 596 pregnant women with admission for delivery were identified. Subjects with GDM consisted of 47 373 women, while the non-exposed group consisted of 943 199 women without GDM. The participants were followed from the delivery date to the diagnosis of cancer, death, the last medical claim or the end of follow-up (31 December 2013), whichever came first. PRIMARY OUTCOME MEASURES Patients with a new diagnosis of cancer (International Classification of Diseases, ninth edition, with clinical modification (ICD-9-CM codes 140-208)) recorded in NHIRD were identified. The risk of 11 major cancer types was assessed, including cancers of head and neck, digestive organs, lung and bronchus, bone and connective tissue, skin, breast, genital organs, urinary system, brain, thyroid gland and haematological system. RESULTS The rates of developing cancers were significantly higher in women with GDM compared with the non-GDM group (2.24% vs 1.96%; p<0.001). After adjusting for maternal age at delivery and comorbidities, women with GDM had increased risk of cancers, including cancers of nasopharynx (adjusted HR, 1.739; 95 % CI, 1.400 to 2.161; p<0.0001), kidney (AHR, 2.169; 95 % CI, 1.428 to 3.293; p=0.0003), lung and bronchus (AHR, 1.372; 95 % CI, 1.044 to 1.803; p=0.0231), breast (AHR, 1.234; 95% CI, 1.093 to 1.393; p=0.007) and thyroid gland (AHR, 1.389; 95 % CI, 1.121 to 1.721; p=0.0026). CONCLUSION Women with GDM have a higher risk of developing cancers. Cancer screening is warranted in women with GDM. Future research should be aimed at establishing whether this association is causal.
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Affiliation(s)
- Yun-Shing Peng
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Chang Gung Memorial Hospital, Puzi, Chia-Yi, Taiwan
- College of Medicine, Chang Gung University, Guishan, Taoyuan, Taiwan
| | - Jr-Rung Lin
- Clinical Informatics and Medical Statistics Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Bi-Hua Cheng
- Department of Obstetrics and Gynecology, Chang Gung Memorial Hospital, Puzi, Chia-Yi, Taiwan
| | - Cheng Ho
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Chang Gung Memorial Hospital, Puzi, Chia-Yi, Taiwan
| | - Yung-Hsiang Lin
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Chang Gung Memorial Hospital, Puzi, Chia-Yi, Taiwan
| | - Chien-Hen Shen
- Department of Internal Medicine, Chiayi Chang Gung Memorial Hospital, Puzi, Chia-Yi, Taiwan
| | - Ming-Hung Tsai
- College of Medicine, Chang Gung University, Guishan, Taoyuan, Taiwan
- Department of Internal Medicine, Chang Gung Memorial Hospital Linkou Branch, Taoyuan, Taiwan
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613
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Hong Y, Che S, Hui B, Yang Y, Wang X, Zhang X, Qiang Y, Ma H. Lung cancer therapy using doxorubicin and curcumin combination: Targeted prodrug based, pH sensitive nanomedicine. Biomed Pharmacother 2019; 112:108614. [PMID: 30798129 DOI: 10.1016/j.biopha.2019.108614] [Citation(s) in RCA: 74] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Revised: 01/19/2019] [Accepted: 01/23/2019] [Indexed: 01/01/2023] Open
Abstract
Lung cancer is the leading cause of cancer death worldwide. To overcome the toxic side effects and multidrug resistance (MDR) during doxorubicin (DOX) chemotherapy, a urokinase plasminogen activator receptor (uPAR) targeting U11 peptide decorated, pH-sensitive, dual drugs co-encapsulated nanoparticles (NPs) system is employed in this study. A U11 peptide conjugated, pH-sensitive DOX prodrug (U11-DOX) was synthesized and used as materials to produce NPs. A curcumin (CUR) and U11-DOX co-encapsulated NPs system (U11-DOX/CUR NPs) was constructed to treat lung cancer. After the characterization of biophysical properties of this NPs system, synergistic chemotherapeutic efficacy was evaluated in both cultured cancer cells and tumor-bearing animal model. U11-DOX/CUR NPs had a uniformly spherical shape with a core-shell structure. The mean particle size and zeta potential of the U11-DOX/CUR NPs was 121.3 nm and -33.5 mV, with a DOX and CUR EE of 81.7 and 90.5%, respectively. The DOX release from U11-DOX/CUR NPs was 83.5, 55.2, and 32.8% correspondence to the pH of 5.0, 6.0 and 7.4. Cellular uptake efficiency of U11-DOX/CUR NPs was significantly higher than non U11 peptide decorated DOX/CUR NPs. U11-DOX/CUR NPs displayed a pronounced synergy effects in vitro and an obvious tumor tissue accumulation efficiency in vivo. In vivo antitumor experiment showed that U11-DOX/CUR NPs could inhibit the tumor growth to a level of 85%.In vitro and in vivo studies demonstrated that U11-DOX/CUR NPs is a sustained released, pH responsive, synergistic antitumor system. This study suggests that the U11-DOX/CUR NPs have promising potential for combination treatment of lung cancer.
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Affiliation(s)
- Yuan Hong
- Department of Medical Imaging, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi, People's Republic of China
| | - Shaomin Che
- Department of Oncology Radiotherapy, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi, People's Republic of China
| | - Beina Hui
- Department of Oncology Radiotherapy, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi, People's Republic of China
| | - Yunyi Yang
- Department of Oncology Radiotherapy, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi, People's Republic of China
| | - Xiaoli Wang
- Department of Oncology Radiotherapy, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi, People's Republic of China
| | - Xiaozhi Zhang
- Department of Oncology Radiotherapy, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi, People's Republic of China
| | - Yongqian Qiang
- Department of Medical Imaging, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi, People's Republic of China
| | - Hailin Ma
- Department of Oncology Radiotherapy, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi, People's Republic of China.
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614
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Abstract
Long noncoding RNAs (lncRNAs) have recently considered as central regulators in diverse biological processes and emerged as vital players controlling tumorigenesis. Several lncRNAs can be classified into oncogenes and tumor suppressor genes depending on their function in cancer. A maternally expressed gene 3 (MEG3) gene transcripts a 1.6 kb lncRNA whose act as an antitumor component in different cancer cells, such as breast, liver, glioma, colorectal, cervical, gastric, lung, ovarian and osteosarcoma cancer cells. The present review highlights biological function of MEG3 to repress tumor through regulating the major tumor suppressor genes p53 and Rb, inhibiting angiogenesis-related factor, or controlling miRNAs. On the other hand, previous studies have also suggested that MEG3 mediates epithelial-mesenchymal transition (EMT). However, deregulation of MEG3 is associated with the development and progression of cancer, suggesting that MEG3 may function as a potential biomarker and therapeutic target for human cancers.
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615
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Pawelczyk K, Piotrowska A, Ciesielska U, Jablonska K, Gletzel-Plucinska N, Grzegrzolka J, Podhorska-Okolow M, Dziegiel P, Nowinska K. Role of PD-L1 Expression in Non-Small Cell Lung Cancer and Their Prognostic Significance according to Clinicopathological Factors and Diagnostic Markers. Int J Mol Sci 2019; 20:ijms20040824. [PMID: 30769852 PMCID: PMC6413136 DOI: 10.3390/ijms20040824] [Citation(s) in RCA: 122] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2019] [Revised: 02/10/2019] [Accepted: 02/12/2019] [Indexed: 12/12/2022] Open
Abstract
Background: The latest immunotherapy, used in the treatment of non-small cell lung cancer (NSCLC), uses monoclonal antibodies directed against programmed death ligand 1 (PD-L1) to inhibit its interaction with the PD-1 receptor. Elevated levels of PD-L1 expression were observed on NSCLC cells. The association between PD-L1 expression and clinicopathological features is still unclear. Therefore, we examined this relationship and also compare PD-L1 expression levels with Ki-67, p63 and TTF-1. Methods: 866 samples of NSCLCs were used to prepare tissue microarrays (TMAs) on which immunohistochemical (IHC) reactions were performed. Changes in the level of CD274 (PD-L1) gene expression in 62 NSCLC tumors were tested in relation to 14 normal lung tissues by real-time PCR reactions (RT-PCR). Results: PD-L1 expression was observed in 32.6% of NSCLCs. PD-L1 expression was increased in higher malignancy grades (G) (p < 0.0001) and in higher lymph node status (pN) (p = 0.0428). The patients with low PD-L1 expression had longer overall survival compared to the group with high expression (p = 0.0332) in adenocarcinoma (AC) only. Conclusions: PD-L1 expression seems to be associated with increased tumor proliferation and aggressiveness as well as shorter patient survival in NSCLC, predominantly in the AC group.
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Affiliation(s)
- Konrad Pawelczyk
- Department of Thoracic Surgery, Wroclaw Medical University, Wroclaw 53-439, Poland.
- Department of Thoracic Surgery, Lower Silesian Centre of Lung Diseases, Wroclaw 53-439, Poland.
| | - Aleksandra Piotrowska
- Department of Human Morphology and Embryology, Wroclaw Medical University, Wroclaw 50-368, Poland.
| | - Urszula Ciesielska
- Department of Human Morphology and Embryology, Wroclaw Medical University, Wroclaw 50-368, Poland.
| | - Karolina Jablonska
- Department of Human Morphology and Embryology, Wroclaw Medical University, Wroclaw 50-368, Poland.
| | | | - Jedrzej Grzegrzolka
- Department of Human Morphology and Embryology, Wroclaw Medical University, Wroclaw 50-368, Poland.
| | | | - Piotr Dziegiel
- Department of Human Morphology and Embryology, Wroclaw Medical University, Wroclaw 50-368, Poland.
- Department of Physiotherapy, Wroclaw University School of Physical Education, Wroclaw 51-612, Poland.
| | - Katarzyna Nowinska
- Department of Human Morphology and Embryology, Wroclaw Medical University, Wroclaw 50-368, Poland.
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616
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Vijayakurup V, Thulasidasan AT, Shankar G M, Retnakumari AP, Nandan CD, Somaraj J, Antony J, Alex VV, Vinod BS, Liju VB, Sundaram S, Kumar GSV, Anto RJ. Chitosan Encapsulation Enhances the Bioavailability and Tissue Retention of Curcumin and Improves its Efficacy in Preventing B[a]P-induced Lung Carcinogenesis. Cancer Prev Res (Phila) 2019; 12:225-236. [DOI: 10.1158/1940-6207.capr-18-0437] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Revised: 01/08/2019] [Accepted: 02/08/2019] [Indexed: 12/24/2022]
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617
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Li J, Guo W, Ran J, Tang R, Lin H, Chen X, Ning B, Li J, Zhou Y, Chen LC, Tian L, Huang Y. Five-year lung cancer mortality risk analysis and topography in Xuan Wei: a spatiotemporal correlation analysis. BMC Public Health 2019; 19:173. [PMID: 30744631 PMCID: PMC6371498 DOI: 10.1186/s12889-019-6490-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Accepted: 01/29/2019] [Indexed: 11/10/2022] Open
Abstract
Background In Xuan Wei, China, the lung cancer mortality rate is rising significantly more than that of the nation overall. However, it remains unclear 1) if improved diagnosis can just partially explain this observation and how other local risk factors may be correlated with the lung cancer mortality rate and 2) how the lung cancer mortality rates differ within Xuan Wei and how these spatiotemporal patterns are linked with local risk factors. To increase etiological knowledge, this study evaluated the spatial and temporal distributions of the health effects (the lung cancer mortality rates) from 2011 to 2015. Methods Four steps of spatial analysis were applied, as follows: 1) hotspot analysis to determine the geographical patterns of lung cancer mortality, 2) spatially-weighted sum to identify areas with higher health risks, 3) bivariate statistical analysis to assess the overall correlation between coal mines and lung cancer mortality, and 4) geographically-weighted regression to test for correlations among different towns within Xuan Wei. Results Women had higher lung cancer mortality rates than those in men, with an increasing trend in both sexes over time. The incidence rates in Laibin Town were the highest in Xuan Wei every year. Over the 5-year study period, the lung cancer mortality was increasingly concentrated in Laibin, Shuanglong, and Longchang, where the smoky coal mines are most concentrated. The population-level health risks from the coal mine in Xuan Wei were mapped and divided into five types of risk areas (Type I – Type IV). Correlation analysis revealed that there was no significant correlation between lung cancer mortality as a whole and coal mine distribution during the 5-year study period. However, the geographically-weighted regression revealed a stronger correlation in medium (Type III) and second-lowest (Type IV) health risks. Conclusions Xuan Wei lung cancer mortality has increased continuously since the third national retrospective surveys on the causes of death by the Ministry of Health of the People’s Republic of China (2004–2005), especially for local women and residents over 35 years of age. Geographically, lung cancer in Xuan Wei showed unique spatiotemporal clustering. The local lung cancer mortality was significantly correlated with the smoky coal mine geographically. Some specific towns (Laibin, Shuanglong, and Longchang) within Xuan Wei manifested high correlations between lung cancer mortality and coal mines. The effects of coal mines on lung cancer mortality rates also spread geographically outward from these areas. Public health concern regarding lung cancer in Xuan Wei should prioritize higher-risk towns surrounded by smoking coal mines. Intervention strategies for particular toxic coal types require further studies on their chemical characteristics and mechanisms of carcinogenesis. Additional studies are also warranted to systematically examine the local environmental health risks related to coal industries and combustion air pollution and eventually to conduct early screening of lung cancer for local people who are more exposed to smoky coal in high-risk areas.
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Affiliation(s)
- Jinhui Li
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, SAR, China.,Department of Environmental Medicine, New York University, New York, USA
| | - Wenbo Guo
- School of Geography and the Environment, University of Oxford, Oxford, OX1 3QY, UK
| | - Jinjun Ran
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, SAR, China
| | - Robert Tang
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, SAR, China
| | - Hualiang Lin
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Xiao Chen
- Department of Thoracic Surgery I, Cancer Research Institute of Yunnan Province, The Third Affiliated Hospital of Kunming Medical University (Yunnan Cancer Hospital), Kunming, Yunnan, China
| | - Bofu Ning
- Xuanwei Center for Disease Control and Prevention, Xuanwei, Yunnan, China
| | - Jihua Li
- Qujing Center for Disease Control and Prevention, Qujing, Yunnan, China
| | - Yongchun Zhou
- Cancer Research Institute of Yunnan Province, The Third Affiliated Hospital of Kunming Medical University (Yunnan Cancer Hospital), Kunming, Yunnan, China
| | - Lung-Chi Chen
- Department of Environmental Medicine, New York University, New York, USA
| | - Linwei Tian
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, SAR, China
| | - Yunchao Huang
- Department of Thoracic Surgery I, Cancer Research Institute of Yunnan Province, The Third Affiliated Hospital of Kunming Medical University (Yunnan Cancer Hospital), Kunming, Yunnan, China. .,Cancer Research Institute of Yunnan Province, The Third Affiliated Hospital of Kunming Medical University (Yunnan Cancer Hospital), Kunming, Yunnan, China.
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618
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Curbing Lipids: Impacts ON Cancer and Viral Infection. Int J Mol Sci 2019; 20:ijms20030644. [PMID: 30717356 PMCID: PMC6387424 DOI: 10.3390/ijms20030644] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Revised: 01/17/2019] [Accepted: 01/22/2019] [Indexed: 12/13/2022] Open
Abstract
Lipids play a fundamental role in maintaining normal function in healthy cells. Their functions include signaling, storing energy, and acting as the central structural component of cell membranes. Alteration of lipid metabolism is a prominent feature of cancer, as cancer cells must modify their metabolism to fulfill the demands of their accelerated proliferation rate. This aberrant lipid metabolism can affect cellular processes such as cell growth, survival, and migration. Besides the gene mutations, environmental factors, and inheritance, several infectious pathogens are also linked with human cancers worldwide. Tumor viruses are top on the list of infectious pathogens to cause human cancers. These viruses insert their own DNA (or RNA) into that of the host cell and affect host cellular processes such as cell growth, survival, and migration. Several of these cancer-causing viruses are reported to be reprogramming host cell lipid metabolism. The reliance of cancer cells and viruses on lipid metabolism suggests enzymes that can be used as therapeutic targets to exploit the addiction of infected diseased cells on lipids and abrogate tumor growth. This review focuses on normal lipid metabolism, lipid metabolic pathways and their reprogramming in human cancers and viral infection linked cancers and the potential anticancer drugs that target specific lipid metabolic enzymes. Here, we discuss statins and fibrates as drugs to intervene in disordered lipid pathways in cancer cells. Further insight into the dysregulated pathways in lipid metabolism can help create more effective anticancer therapies.
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619
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Friedman JR, Richbart SD, Merritt JC, Brown KC, Nolan NA, Akers AT, Lau JK, Robateau ZR, Miles SL, Dasgupta P. Acetylcholine signaling system in progression of lung cancers. Pharmacol Ther 2019; 194:222-254. [PMID: 30291908 PMCID: PMC6348061 DOI: 10.1016/j.pharmthera.2018.10.002] [Citation(s) in RCA: 75] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The neurotransmitter acetylcholine (ACh) acts as an autocrine growth factor for human lung cancer. Several lines of evidence show that lung cancer cells express all of the proteins required for the uptake of choline (choline transporter 1, choline transporter-like proteins) synthesis of ACh (choline acetyltransferase, carnitine acetyltransferase), transport of ACh (vesicular acetylcholine transport, OCTs, OCTNs) and degradation of ACh (acetylcholinesterase, butyrylcholinesterase). The released ACh binds back to nicotinic (nAChRs) and muscarinic receptors on lung cancer cells to accelerate their proliferation, migration and invasion. Out of all components of the cholinergic pathway, the nAChR-signaling has been studied the most intensely. The reason for this trend is due to genome-wide data studies showing that nicotinic receptor subtypes are involved in lung cancer risk, the relationship between cigarette smoke and lung cancer risk as well as the rising popularity of electronic cigarettes considered by many as a "safe" alternative to smoking. There are a small number of articles which review the contribution of the other cholinergic proteins in the pathophysiology of lung cancer. The primary objective of this review article is to discuss the function of the acetylcholine-signaling proteins in the progression of lung cancer. The investigation of the role of cholinergic network in lung cancer will pave the way to novel molecular targets and drugs in this lethal malignancy.
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Affiliation(s)
- Jamie R Friedman
- Department of Biomedical Sciences, Joan C. Edwards School of Medicine, 1700 Third Avenue, Huntington, WV 25755
| | - Stephen D Richbart
- Department of Biomedical Sciences, Joan C. Edwards School of Medicine, 1700 Third Avenue, Huntington, WV 25755
| | - Justin C Merritt
- Department of Biomedical Sciences, Joan C. Edwards School of Medicine, 1700 Third Avenue, Huntington, WV 25755
| | - Kathleen C Brown
- Department of Biomedical Sciences, Joan C. Edwards School of Medicine, 1700 Third Avenue, Huntington, WV 25755
| | - Nicholas A Nolan
- Department of Biomedical Sciences, Joan C. Edwards School of Medicine, 1700 Third Avenue, Huntington, WV 25755
| | - Austin T Akers
- Department of Biomedical Sciences, Joan C. Edwards School of Medicine, 1700 Third Avenue, Huntington, WV 25755
| | - Jamie K Lau
- Biology Department, Center for the Sciences, Box 6931, Radford University, Radford, Virginia 24142
| | - Zachary R Robateau
- Department of Biomedical Sciences, Joan C. Edwards School of Medicine, 1700 Third Avenue, Huntington, WV 25755
| | - Sarah L Miles
- Department of Biomedical Sciences, Joan C. Edwards School of Medicine, 1700 Third Avenue, Huntington, WV 25755
| | - Piyali Dasgupta
- Department of Biomedical Sciences, Joan C. Edwards School of Medicine, 1700 Third Avenue, Huntington, WV 25755.
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620
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Nikseresht M, Shahverdi M, Dehghani M, Abidi H, Mahmoudi R, Ghalamfarsa G, Manzouri L, Ghavami S. Association of single nucleotide autophagy-related protein 5 gene polymorphism rs2245214 with susceptibility to non-small cell lung cancer. J Cell Biochem 2019; 120:1924-1931. [PMID: 30242869 DOI: 10.1002/jcb.27467] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2018] [Accepted: 07/25/2018] [Indexed: 01/24/2023]
Abstract
INTRODUCTION Autophagy is a mechanism that is involved in the regulation of cellular life, apoptosis, and stemness while its intervening genes play important functions in various cancers including lung cancer. ATG5 is one of the key genes for the regulation of the autophagy pathway. In this study, our team has investigated the potential relationship between ATG5 gene polymorphism rs2245214 with non-small cell lung cancer (NSCLC) in a subpopulation of patients from southern Iran. In this study, 34 patients with NSCLC (20 males and 14 females [mean age: 12.86 ± 60.47 years]) and 50 healthy subjects (30 males and 20 females [mean age: 13.09 ± 56.62 years]) were studied in terms of the genotype of the ATG5 gene. We used restriction fragment length polymorphism and analyzed the results using SPSS software (v.23). The results revealed that subjects harboring the guanine/cytosine (GC) genotype of the rs2245214 ATG5 gene polymorphism had suffered less from NSCLC, whereas the prevalence of the C-allele of this polymorphism was significantly higher in patients with NSCLC ( P < 0.05). On the basis of the results of logistic regression, the presence of this C-allele may predict the risk of lung cancer ( P value = 0.011; OR, 3.52; 95% CI, 1.33-9.26). This study concludes that the C-allele of the rs2245214 ATG5 gene polymorphism is associated with increased susceptibility to NSCLC, whereas the GC genotype of this polymorphism is associated with decreased risk and might therefore have a protective role in the development of NSCLC.
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Affiliation(s)
- Mohsen Nikseresht
- Cellular and Molecular Research Center, Yasuj University of Medical Sciences, Yasuj, Iran
| | - Maryam Shahverdi
- Students Research Committee, Yasuj University of Medical Sciences, Yasuj, Iran
| | - Mehdi Dehghani
- Hematology and Medical Oncology Department, Hematology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Hassan Abidi
- Cellular and Molecular Research Center, Yasuj University of Medical Sciences, Yasuj, Iran
| | - Reza Mahmoudi
- Cellular and Molecular Research Center, Yasuj University of Medical Sciences, Yasuj, Iran
| | - Ghasem Ghalamfarsa
- Cellular and Molecular Research Center, Yasuj University of Medical Sciences, Yasuj, Iran
| | - Leila Manzouri
- Social Determinants of Health Research Center, Yasuj University of Medical Sciences, Yasuj, Iran
| | - Saeid Ghavami
- Social Determinants of Health Research Center, Yasuj University of Medical Sciences, Yasuj, Iran.,Department of Human Anatomy and Cell Science, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada.,Children Hospital Research Institute of Manitoba, Biology of Breathing Theme, University of Manitoba, Winnipeg, Canada.,Health Policy Research Center, Institute of Health, Shiraz University of Medical Sciences, Shiraz, Iran
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621
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Raj Verma T, Kumar Painuly N, Prasad Mishra S, Yoganathan S, Singh N, Bhatt M, Jamal N. Evaluation of Lung Density and Its Dosimetric Impact on Lung Cancer Radiotherapy: A Simulation Study. J Biomed Phys Eng 2019; 9:17-28. [PMID: 30881931 PMCID: PMC6409377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2015] [Accepted: 09/28/2016] [Indexed: 11/25/2022]
Abstract
BACKGROUND The dosimetric parameters required in lung cancer radiation therapy are taken from a homogeneous water phantom; however, during treatment, the expected results are being affected because of its inhomogeneity. Therefore, it becomes necessary to quantify these deviations. OBJECTIVE The present study has been undertaken to find out inter- and intra- lung density variations and its dosimetric impact on lung cancer radiotherapy using Monte Carlo code FLUKA and PBC algorithms. MATERIAL AND METHODS Density of 100 lungs was recorded from their CT images along with age. Then, after PDD calculated by FLUKA MC Code and PBC algorithm for virtual phantom having density 0.2 gm/cm3 and 0.4 gm/cm3 (density range obtained from CT images of 100 lungs) using Co-60 10 x10 cm2 beams were compared. RESULTS Average left and right lung densities were 0.275±0.387 and 0.270±0.383 respectively. The deviation in PBC calculated PDD were (+)216%, (+91%), (+)45%, (+)26.88%, (+)14%, (-)1%, (+)2%, (-)0.4%, (-)1%, (+)1%, (+)4%, (+)4.5% for 0.4 gm/cm3 and (+)311%, (+)177%, (+)118%, (+)90.95%, (+)72.23%, (+)55.83% ,(+)38.85%, (+)28.80%, (+)21.79%, (+)15.95%, (+)1.67%, (-) 2.13%, (+)1.27%, (+)0.35%, (-)1.79%, (-)2.75% for 0.2 gm/cm3 density mediums at depths of 1mm, 2mm, 3mm, 4mm, 5mm, 6 mm, 7 mm, 8mm, 9mm,10mm, 15mm, 30mm, 40mm, 50mm, 80mm and 100 mm, respectively. CONCLUSION Large variations in inter- and intra- lung density were recorded. PBC overestimated the dose at air/lung interface as well as inside lung. The results of Monte Carlo simulation can be used to assess the performance of other treatment planning systems used in lung cancer radiotherapy.
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Affiliation(s)
- T. Raj Verma
- King George Medical University, UP, Lucknow, India
| | | | - S. Prasad Mishra
- Dr.Ram Manohar Lohia Institute of Medical Sciences, Lucknow, India
| | - S.A. Yoganathan
- Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, India
| | - N. Singh
- King George Medical University, UP, Lucknow, India
| | - M.L.B. Bhatt
- King George Medical University, UP, Lucknow, India
| | - N. Jamal
- King George Medical University, UP, Lucknow, India
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622
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Salinas-Vera YM, Marchat LA, Gallardo-Rincón D, Ruiz-García E, Astudillo-De La Vega H, Echavarría-Zepeda R, López-Camarillo C. AngiomiRs: MicroRNAs driving angiogenesis in cancer (Review). Int J Mol Med 2019; 43:657-670. [PMID: 30483765 DOI: 10.3892/ijmm.2018.4003] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2018] [Accepted: 10/22/2018] [Indexed: 01/13/2023] Open
Abstract
Angiogenesis is an important hallmark of cancer serving a key role in tumor growth and metastasis. Therefore, tumor angiogenesis has become an attractive target for development of novel drug therapies. An increased amount of anti‑angiogenic compounds is currently in preclinical and clinical development for personalized therapies. However, resistance to current angiogenesis inhibitors is emerging, indicating that there is a need to identify novel anti‑angiogenic agents. In the last decade, the field of microRNA biology has exploded revealing unsuspected functions in tumor angiogenesis. These small non‑coding RNAs, which have been dubbed as angiomiRs, may target regulatory molecules driving angiogenesis, such as cytokines, metalloproteinases and growth factors, including vascular endothelial growth factor, platelet‑derived growth factor, fibroblast growth factor, epidermal growth factor, hypoxia inducible factor‑1, as well as mitogen‑activated protein kinase, phosphoinositide 3‑kinase and transforming growth factor signaling pathways. The present review discusses the current progress towards understanding the functions of miRNAs in tumor angiogenesis regulation in diverse types of human cancer. Furthermore, the potential clinical application of angiomiRs towards anti‑angiogenic tumor therapy was explored.
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Affiliation(s)
- Yarely M Salinas-Vera
- Posgrado en Ciencias Genomicas, Universidad Autonoma de la Ciudad de Mexico, Ciudad de Mexico 03100, Mexico
| | - Laurence A Marchat
- Programa en Biomedicina Molecular y Red de Biotecnologia, Instituto Politecnico Nacional, Ciudad de Mexico 07320, Mexico
| | - Dolores Gallardo-Rincón
- Laboratorio de Medicina Translacional, Instituto Nacional de Cancerología, Ciudad de Mexico 14080, Mexico
| | - Erika Ruiz-García
- Laboratorio de Medicina Translacional, Instituto Nacional de Cancerología, Ciudad de Mexico 14080, Mexico
| | - Horacio Astudillo-De La Vega
- Laboratorio de Investigacion Translacional en Cáncer y Terapia Celular, Hospital de Oncologia, Centro Médico Nacional Siglo XXI, Ciudad de Mexico 06720, Mexico
| | | | - César López-Camarillo
- Posgrado en Ciencias Genomicas, Universidad Autonoma de la Ciudad de Mexico, Ciudad de Mexico 03100, Mexico
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623
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Ballester B, Milara J, Cortijo J. Idiopathic Pulmonary Fibrosis and Lung Cancer: Mechanisms and Molecular Targets. Int J Mol Sci 2019; 20:ijms20030593. [PMID: 30704051 PMCID: PMC6387034 DOI: 10.3390/ijms20030593] [Citation(s) in RCA: 210] [Impact Index Per Article: 35.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2018] [Revised: 01/18/2019] [Accepted: 01/28/2019] [Indexed: 12/18/2022] Open
Abstract
Idiopathic pulmonary fibrosis (IPF) is the most common idiopathic interstitial pulmonary disease with a median survival of 2–4 years after diagnosis. A significant number of IPF patients have risk factors, such as a history of smoking or concomitant emphysema, both of which can predispose the patient to lung cancer (LC) (mostly non-small cell lung cancer (NSCLC)). In fact, IPF itself increases the risk of LC development by 7% to 20%. In this regard, there are multiple common genetic, molecular, and cellular processes that connect lung fibrosis with LC, such as myofibroblast/mesenchymal transition, myofibroblast activation and uncontrolled proliferation, endoplasmic reticulum stress, alterations of growth factors expression, oxidative stress, and large genetic and epigenetic variations that can predispose the patient to develop IPF and LC. The current approved IPF therapies, pirfenidone and nintedanib, are also active in LC. In fact, nintedanib is approved as a second line treatment in NSCLC, and pirfenidone has shown anti-neoplastic effects in preclinical studies. In this review, we focus on the current knowledge on the mechanisms implicated in the development of LC in patients with IPF as well as in current IPF and LC-IPF candidate therapies based on novel molecular advances.
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Affiliation(s)
- Beatriz Ballester
- Department of Pharmacology, Faculty of Medicine, University of Valencia, 46010 Valencia, Spain.
- CIBERES, Health Institute Carlos III, 28029 Valencia, Spain.
| | - Javier Milara
- CIBERES, Health Institute Carlos III, 28029 Valencia, Spain.
- Pharmacy Unit, University Clinic Hospital of Valencia, 46010 Valencia, Spain.
- Institute of Health Research-INCLIVA, 46010 Valencia, Spain.
| | - Julio Cortijo
- Department of Pharmacology, Faculty of Medicine, University of Valencia, 46010 Valencia, Spain.
- CIBERES, Health Institute Carlos III, 28029 Valencia, Spain.
- Research and teaching Unit, University General Hospital Consortium, 46014 Valencia, Spain.
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624
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Ryan BM. Lung cancer health disparities. Carcinogenesis 2019; 39:741-751. [PMID: 29547922 DOI: 10.1093/carcin/bgy047] [Citation(s) in RCA: 70] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2017] [Accepted: 03/13/2018] [Indexed: 12/16/2022] Open
Abstract
Compared with all other racial and ethnic groups in the United States, African Americans are disproportionally affected by lung cancer, both in terms of incidence and survival. It is likely that smoking, as the main etiological factor associated with lung cancer, contributes to these disparities, but the precise mechanism is still unclear. This paper seeks to explore the history of lung cancer disparities and review to the literature regarding the various factors that contribute to them.
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Affiliation(s)
- Bríd M Ryan
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
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625
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Wang J, Liu X, Zhuang Q, Pan R, Zou L, Cen Z, Tang L. Long noncoding RNA homeobox A11 antisense promotes transforming growth factor β1‑induced fibrogenesis in cardiac fibroblasts. Mol Med Rep 2019; 19:2817-2824. [PMID: 30720066 DOI: 10.3892/mmr.2019.9891] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Accepted: 11/21/2018] [Indexed: 11/05/2022] Open
Abstract
Cardiac fibrosis is closely associated with various heart diseases and is an important pathological feature of cardiac remodeling. However, detailed mechanisms underlying cardiac fibrosis remain largely unknown. Long noncoding RNAs (lncRNAs) are reported to serve significant roles in the development of cardiac fibrosis. The present study aimed to identify the role of a novel lncRNA, homeobox A11 antisense (HOXA11‑AS), in cardiac fibrosis. Overexpression of HOXA11‑AS in mouse cardiac fibroblasts (CFs) increased the expression of transforming growth factor β1 (TGFβ1) and its downstream molecules, while knockdown of HOXA11‑AS inhibited the TGFβ1 signaling pathway. Furthermore, as determined by colony formation and MTT assays, HOXA11‑AS overexpression promoted colony formation and viability in mouse CFs, while HOXA11‑AS knockdown had the opposite effect. In addition, overexpression of HOXA11‑AS increased cell migration and invasion in the Transwell assays, whereas expression knockdown decreased the metastatic ability of cells. In order to explore the detailed mechanism, co‑transfection of HOXA11‑AS expression plasmid and siTGFβ1 into CFs resulted in increased cell proliferative rate and cell metastasis through the TGFβ1 signaling pathway. Taken together, the present study suggested that the lncRNA HOXA11‑AS may be a potential therapeutic target against cardiac fibrosis, and provided a novel insight into the diagnosis and treatment of clinical cardiac fibrosis.
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Affiliation(s)
- Jiangting Wang
- Department of Cardiology, Zhejiang Hospital, Hangzhou, Zhejiang 310013, P.R. China
| | - Xiaowei Liu
- Department of Cardiology, Zhejiang Hospital, Hangzhou, Zhejiang 310013, P.R. China
| | - Qin Zhuang
- Department of Cardiology, Cixi People's Hospital, Wenzhou Medical University, Cixi, Zhejiang 315300, P.R. China
| | - Rongrong Pan
- Department of Cardiology, Cixi People's Hospital, Wenzhou Medical University, Cixi, Zhejiang 315300, P.R. China
| | - Linlin Zou
- Department of Cardiology, Cixi People's Hospital, Wenzhou Medical University, Cixi, Zhejiang 315300, P.R. China
| | - Zhenbo Cen
- Department of Cardiology, Cixi People's Hospital, Wenzhou Medical University, Cixi, Zhejiang 315300, P.R. China
| | - Lijiang Tang
- Department of Cardiology, Zhejiang Hospital, Hangzhou, Zhejiang 310013, P.R. China
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626
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Lu T, Yang X, Huang Y, Zhao M, Li M, Ma K, Yin J, Zhan C, Wang Q. Trends in the incidence, treatment, and survival of patients with lung cancer in the last four decades. Cancer Manag Res 2019; 11:943-953. [PMID: 30718965 PMCID: PMC6345192 DOI: 10.2147/cmar.s187317] [Citation(s) in RCA: 360] [Impact Index Per Article: 60.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
Purpose This study used the Surveillance, Epidemiology, and End Results (SEER) data to investigate the changes in incidence, treatment, and survival of lung cancer from 1973 to 2015. Patients and methods The clinical and epidemiological data of patients with lung cancer were obtained from the SEER database. Joinpoint regression models were used to estimate the rate changes in lung cancer related to incidence, treatment, and survival. Results From 1973 to 2015, the average incidence of lung cancer was 59.0/100,000 person-years. The incidence increased initially, reached a peak in 1992, and then gradually decreased. A higher incidence rate was observed in males than in females and in black patients than in other racial groups. Since 1985, adenocarcinoma became the most prevalent histopathological type. The surgical rate for lung cancer was about 25%, and treatment with chemotherapy showed an increasing trend, while the radiotherapy rate was in downward trend. The surgical rate for non-small-cell lung cancer (NSCLC) was higher than that for small cell lung cancer (SCLC), while chemotherapy for SCLC far exceeded that for NSCLC. Treatment with chemotherapy and radiotherapy for advanced stage had higher rate than early stage. The 5-year relative survival rate of lung cancer increased with time, but <21%. Conclusion In the past four decades, the lung cancer incidence increased initially and then gradually decreased. Surgical rate experienced a fluctuant reduction, while the chemotherapy rate was in upward trend. The 5-year relative survival rate increased with years, but was still low.
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Affiliation(s)
- Tao Lu
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China, ;
| | - Xiaodong Yang
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China, ;
| | - Yiwei Huang
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China, ;
| | - Mengnan Zhao
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China, ;
| | - Ming Li
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China, ;
| | - Ke Ma
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China, ;
| | - Jiacheng Yin
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China, ;
| | - Cheng Zhan
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China, ;
| | - Qun Wang
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China, ;
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627
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Long T, Liu Z, Zhou X, Yu S, Tian H, Bao Y. Identification of differentially expressed genes and enriched pathways in lung cancer using bioinformatics analysis. Mol Med Rep 2019; 19:2029-2040. [PMID: 30664219 PMCID: PMC6390056 DOI: 10.3892/mmr.2019.9878] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2017] [Accepted: 10/16/2018] [Indexed: 12/24/2022] Open
Abstract
Lung cancer is the leading cause of cancer‑associated mortality worldwide. The aim of the present study was to identify the differentially expressed genes (DEGs) and enriched pathways in lung cancer by bioinformatics analysis, and to provide potential targets for diagnosis and treatment. Valid microarray data of 31 pairs of lung cancer tissues and matched normal samples (GSE19804) were obtained from the Gene Expression Omnibus database. Significance analysis of the gene expression profile was used to identify DEGs between cancer tissues and normal tissues, and a total of 1,970 DEGs, which were significantly enriched in biological processes, were screened. Through the Gene Ontology function and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis, 77 KEGG pathways associated with lung cancer were identified, among which the Toll‑like receptor pathway was observed to be important. Protein‑protein interaction network analysis extracted 1,770 nodes and 10,667 edges, and identified 10 genes with key roles in lung cancer with highest degrees, hub centrality and betweenness. Additionally, the module analysis of protein‑protein interactions revealed that 'chemokine signaling pathway', 'cell cycle' and 'pathways in cancer' had a close association with lung cancer. In conclusion, the identified DEGs, particularly the hub genes, strengthen the understanding of the development and progression of lung cancer, and certain genes (including advanced glycosylation end‑product specific receptor and epidermal growth factor receptor) may be used as candidate target molecules to diagnose, monitor and treat lung cancer.
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Affiliation(s)
- Tingting Long
- Department of Laboratory Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, P.R. China
| | - Zijing Liu
- Department of Clinical Medicine, Xinjiang Medical University, Urumqi, Xinjiang 830054, P.R. China
| | - Xing Zhou
- Department of Laboratory Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, P.R. China
| | - Shuang Yu
- Department of Laboratory Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, P.R. China
| | - Hui Tian
- Department of Laboratory Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, P.R. China
| | - Yixi Bao
- Department of Laboratory Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, P.R. China
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628
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Safety and Tolerability of Anaplastic Lymphoma Kinase Inhibitors in Non-Small-Cell Lung Cancer. Drug Saf 2019; 42:199-209. [DOI: 10.1007/s40264-018-0771-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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629
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Synchronous cerebral arteriovenous malformation and lung adenocarcinoma carcinoma brain metastases: A case study and literature review. Neurochirurgie 2019; 65:36-39. [PMID: 30638546 DOI: 10.1016/j.neuchi.2018.07.003] [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: 02/20/2018] [Revised: 05/11/2018] [Accepted: 07/06/2018] [Indexed: 11/22/2022]
Abstract
INTRODUCTION While there are numerous published cases of arteriovenous malformations (AVMs) developing in the setting of malignancy, it is extremely rare to find them concurrently associated in the brain. CLINICAL CASE This is the case of a 55-year-old male who presented to the emergency department complaining of headaches, memory and visual changes. Neuro-imaging revealed a right temporal parietal AVM and an adjoining hyperenhancing occipitotemporal lobe lesion with concern for a possible evolving stroke. The patient was treated with radiosurgery for the AVM. His symptoms progressed one month later, and repeat imaging suggested interval enlargement of the previously presumed stroke that was intricately associated with the AVM, in addition to two new small enhancing lesions of the left temporal lobe. Microsurgical resection of the temporal lobe mass revealed adenocarcinoma of the lung. CONCLUSION This case represents a previously undocumented confluence of cranial AVM that initially masked a non-small cell lung cancer brain metastasis.
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630
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ADAM8 in invasive cancers: links to tumor progression, metastasis, and chemoresistance. Clin Sci (Lond) 2019; 133:83-99. [PMID: 30635388 DOI: 10.1042/cs20180906] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2018] [Revised: 11/27/2018] [Accepted: 12/05/2018] [Indexed: 12/26/2022]
Abstract
Ectodomain shedding of extracellular and membrane proteins is of fundamental importance for cell-cell communication in neoplasias. A Disintegrin And Metalloproteinase (ADAM) proteases constitute a family of multifunctional, membrane-bound proteins with traditional sheddase functions. Their protumorigenic potential has been attributed to both, essential (ADAM10 and ADAM17) and 'dispensable' ADAM proteases (ADAM8, 9, 12, 15, and 19). Of specific interest in this review is the ADAM proteinase ADAM8 that has been identified as a significant player in aggressive malignancies including breast, pancreatic, and brain cancer. High expression levels of ADAM8 are associated with invasiveness and predict a poor patient outcome, indicating a prognostic and diagnostic potential of ADAM8. Current knowledge of substrates and interaction partners gave rise to the hypothesis that ADAM8 dysregulation affects diverse processes in tumor biology, attributable to different functional cores of the multidomain enzyme. Proteolytic degradation of extracellular matrix (ECM) components, cleavage of cell surface proteins, and subsequent release of soluble ectodomains promote cancer progression via induction of angiogenesis and metastasis. Moreover, there is increasing evidence for significance of a non-proteolytic function of ADAM8. With the disintegrin (DIS) domain ADAM8 binds integrins such as β1 integrin, thereby activating integrin signaling pathways. The cytoplasmic domain is critical for that activation and involves focal adhesion kinase (FAK), extracellular regulated kinase (ERK1/2), and protein kinase B (AKT/PKB) signaling, further contributing to cancer progression and mediating chemoresistance against first-line therapies. This review highlights the remarkable effects of ADAM8 in tumor biology, concluding that pharmacological inhibition of ADAM8 represents a promising therapeutic approach not only for monotherapy, but also for combinatorial therapies.
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631
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Role of Nrf2 and Its Activators in Respiratory Diseases. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2019; 2019:7090534. [PMID: 30728889 PMCID: PMC6341270 DOI: 10.1155/2019/7090534] [Citation(s) in RCA: 124] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Revised: 11/22/2018] [Accepted: 12/03/2018] [Indexed: 02/07/2023]
Abstract
Transcription factor nuclear factor erythroid 2-related factor 2 (Nrf2) is a major regulator of antioxidant response element- (ARE-) driven cytoprotective protein expression. The activation of Nrf2 signaling plays an essential role in preventing cells and tissues from injury induced by oxidative stress. Under the unstressed conditions, natural inhibitor of Nrf2, Kelch-like ECH-associated protein 1 (Keap1), traps Nrf2 in the cytoplasm and promotes the degradation of Nrf2 by the 26S proteasome. Nevertheless, stresses including highly oxidative microenvironments, impair the ability of Keap1 to target Nrf2 for ubiquitination and degradation, and induce newly synthesized Nrf2 to translocate to the nucleus to bind with ARE. Due to constant exposure to external environments, including diverse pollutants and other oxidants, the redox balance maintained by Nrf2 is fairly important to the airways. To date, researchers have discovered that Nrf2 deletion results in high susceptibility and severity of insults in various models of respiratory diseases, including bronchopulmonary dysplasia (BPD), respiratory infections, acute respiratory distress syndrome (ARDS), chronic obstructive pulmonary disease (COPD), asthma, idiopathic pulmonary fibrosis (IPF), and lung cancer. Conversely, Nrf2 activation confers protective effects on these lung disorders. In the present review, we summarize Nrf2 involvement in the pathogenesis of the above respiratory diseases that have been identified by experimental models and human studies and describe the protective effects of Nrf2 inducers on these diseases.
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632
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Feng Q, He H, Gao T, Zhang Q, Liu Z, Tao X, Zhu Y, Zhang L, Yu L. Synthesis and biological evaluation of benzomorpholine derivatives as novel EZH2 inhibitors for anti-non-small cell lung cancer activity. Mol Divers 2019; 23:681-696. [PMID: 30612258 DOI: 10.1007/s11030-018-9903-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2018] [Accepted: 12/05/2018] [Indexed: 02/05/2023]
Abstract
The histone lysine methyltransferase EZH2 has been reported to play important roles in cancer aggressiveness, metastasis and poor prognosis. In this study, a series of benzomorpholine derivatives were synthesized and biologically evaluated as EZH2 inhibitors. The target compounds were obtained in good yields from 3-amino-5-bromo-2-hydroxybenzoic acid via cyclization, Suzuki coupling and amidation as the key steps. A preliminary optimization study led to the discovery of several potent novel EZH2 inhibitors (6b, 6c, 6x and 6y). Moreover, 6y inhibited the A549 and NCI-H1975 cell lines (IC50 = 1.1 µM and 1.1 µM, respectively). Further studies indicated that 6y can reduce EZH2 expression in intact cells and cause cell arrest in the G2/M phase.
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Affiliation(s)
- Qiang Feng
- Lab of Medicinal Chemistry, Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center, Chengdu, China.,College of Chemistry and Life Science, Chengdu Normal University, Chengdu, China
| | - Hualong He
- Lab of Medicinal Chemistry, Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center, Chengdu, China
| | - Tiantao Gao
- Lab of Medicinal Chemistry, Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center, Chengdu, China
| | - Qiangsheng Zhang
- Lab of Medicinal Chemistry, Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center, Chengdu, China
| | - Zhihao Liu
- Lab of Medicinal Chemistry, Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center, Chengdu, China
| | - Xin Tao
- Lab of Medicinal Chemistry, Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center, Chengdu, China
| | - Yongxia Zhu
- Lab of Medicinal Chemistry, Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center, Chengdu, China
| | - Lidan Zhang
- Lab of Medicinal Chemistry, Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center, Chengdu, China.
| | - Luoting Yu
- Lab of Medicinal Chemistry, Cancer Center, West China Hospital, Sichuan University and Collaborative Innovation Center, Chengdu, China.
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633
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Li J, Cheng D, Zhu M, Yu H, Pan Z, Liu L, Geng Q, Pan H, Yan M, Yao M. OTUB2 stabilizes U2AF2 to promote the Warburg effect and tumorigenesis via the AKT/mTOR signaling pathway in non-small cell lung cancer. Am J Cancer Res 2019; 9:179-195. [PMID: 30662561 PMCID: PMC6332791 DOI: 10.7150/thno.29545] [Citation(s) in RCA: 107] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Accepted: 11/25/2018] [Indexed: 12/13/2022] Open
Abstract
Increasing evidence has confirmed that deubiquitinating enzymes play an important role in lung cancer progression. In the current study, we investigated the expression profile of deubiquitinating enzymes in non-small cell lung cancer (NSCLC) tissues and identified OTUB2 as an upregulated deubiquitinating enzyme. The role of OTUB2 in NSCLC is unknown. Methods: Quantitative, real-time PCR and Western blot were used to detect OTUB2 and U2AF2 expression in NSCLC tissues. The correlations between OTUB2 and U2AF2 expression and clinicopathologic features were then analyzed. We used In vitro Cell Counting Kit-8 (CCK-8) , colony formation , and trans-well invasion assays to investigate the function of OTUB2 and U2AF2 in tumorigenesis. The regulation of glycolysis by OTUB2 and U2AF2 was assessed by determining the extracellular acid ratio, glucose consumption, and lactate production. The mechanism of OTUB2 was explored through co-immunoprecipitation and mass spectrometry analyses. A xenograft model was also used to study the tumorigenesis role of OTUB2 In vivo. Results: OTUB2 expression was significantly upregulated in primary NSCLC tissues and greatly associated with metastasis, advanced tumor stages, poor survival, and recurrence. In NSCLC cell lines, OTUB2 promoted cell growth, colony formation, migration, and invasive activities. Mechanistic investigations showed that OTUB2 stimulated the Warburg effect and induced the activation of the serine/threonine kinase/mechanistic target of rapamycin kinase (AKT/mTOR) pathway in different NSCLC cells. More importantly, OTUB2 promoted NSCLC progression, which was largely dependent on the direct binding to and deubiquitination of U2AF2, at least in NSCLC cells. U2AF2 expression was also significantly upregulated in primary NSCLC tissues and dramatically associated with metastasis, advanced tumor stages, poor survival, and recurrence. Importantly, a positive correlation between the protein expression of OTUB2 and U2AF2 in NSCLC tissues was found. In vivo experiments indicated that OTUB2 promoted xenograft tumor growth of NSCLC cell. In addition, our results suggest that high expression of OTUB2, U2AF2 and PGK1 is significantly associated with worse prognosis in NSCLC patients. Conclusion: Taken together, the present study provides the first evidence that OTUB2 acts as a pivotal driver in NSCLC tumorigenesis by stabilizing U2AF2 and activating the AKT/mTOR pathway and the Warburg effect. It may serve as a new potential prognostic indicator and therapeutic target in NSCLC.
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634
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Meng F, Zhang L. miR-183-5p functions as a tumor suppressor in lung cancer through PIK3CA inhibition. Exp Cell Res 2019; 374:315-322. [DOI: 10.1016/j.yexcr.2018.12.003] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2018] [Revised: 11/05/2018] [Accepted: 12/03/2018] [Indexed: 01/10/2023]
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635
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Nut and peanut butter consumption and the risk of lung cancer and its subtypes: A prospective cohort study. Lung Cancer 2018; 128:57-66. [PMID: 30642454 DOI: 10.1016/j.lungcan.2018.12.018] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2018] [Revised: 12/12/2018] [Accepted: 12/17/2018] [Indexed: 12/19/2022]
Abstract
OBJECTIVES Nut consumption has been associated with reduced cancer-related mortality, but evidence for a relation between nut intake and lung cancer risk is limited. We investigated the association between total nut, tree nut, peanut, and peanut butter intake and the risk of lung cancer and its subtypes in the Netherlands Cohort Study. MATERIALS AND METHODS In 1986, dietary and lifestyle habits of 120,852 participants, aged 55-69 years, were measured with a questionnaire. After 20.3 years of follow-up, 3720 subcohort members and 2861 lung cancer cases were included in multivariable case-cohort analyses. RESULTS Total nut intake was not significantly associated with total lung cancer risk in men or women. For small cell carcinoma, a significant inverse association with total nut intake was observed in men after controlling for detailed smoking habits (HR (95%CI) for 10+ g/day vs. nonconsumers: 0.62 (0.43-0.89), p-trend: 0.024). Inverse relations with small cell carcinoma were also found for tree nut and peanut intake in men in continuous analyses (HR (95%CI) per 5 g/day increment: 0.70 (0.53-0.93) and 0.93 (0.88-0.98), respectively). For the other lung cancer subtypes, no significant associations were seen in men. Nut intake was not related to the risk of lung cancer subtypes in women, and no associations were found for peanut butter in both sexes. CONCLUSION Increased nut intake might contribute to the prevention of small cell carcinoma in men. No significant associations were found in men for the other subtypes or total lung cancer, in women, or for peanut butter intake.
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636
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Takata Y, Xiang YB, Burk RF, Li H, Hill KE, Cai H, Gao J, Zheng W, Shu XO, Cai Q. Plasma selenoprotein P concentration and lung cancer risk: results from a case-control study nested within the Shanghai Men's Health Study. Carcinogenesis 2018; 39:1352-1358. [PMID: 30084959 PMCID: PMC6292411 DOI: 10.1093/carcin/bgy103] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2018] [Revised: 07/20/2018] [Accepted: 07/27/2018] [Indexed: 11/12/2022] Open
Abstract
Selenoprotein P (SELENOP) is a major selenoenzyme in plasma and linked to antioxidant properties and possibly to lung cancer; however, supporting evidence is limited. We investigated the association between pre-diagnostic plasma SELENOP concentration and lung cancer risk in a case-control study of 403 cases and 403 individually matched controls nested within the Shanghai Men's Health Study. SELENOP concentration in pre-diagnostic plasma samples was measured by a sandwich enzyme-linked immunosorbent assay. Cases were diagnosed with lung cancer between 2003 and 2010. Multivariate conditional logistic regression was used to estimate odds ratios (OR) and the corresponding 95% confidence intervals (CI) for studying the association between plasma SELENOP concentration and lung cancer risk. Cases had slightly lower plasma SELENOP concentration than controls (4.3 ± 1.2 versus 4.4 ± 1.1 mg/l, P difference = 0.09). However, the multivariate analysis showed no association between plasma SELENOP concentration and lung cancer risk among all participants (OR = 1.08, 95% CI = 0.54-2.14 for quartile 4 versus quartile 1), or by smoking status or tumor aggressiveness. In contrast, although the number of cases was limited, plasma SELENOP concentration was positively associated with lung adenocarcinoma risk (OR = 5.38, 95% CI = 1.89-15.35 for tertile 3 versus tertile 1), but not with squamous cell lung carcinoma (OR = 1.69, 95% CI = 0.43-6.70). Our study of adult men living in selenium non-deficient areas in China provides little support for the inverse association between pre-diagnostic plasma SELENOP concentration and lung cancer risk. Our finding of a positive association with risk of lung adenocarcinoma needs to be interpreted with caution.
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Affiliation(s)
- Yumie Takata
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center and Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN, USA
- College of Public Health and Human Sciences, Oregon State University, Corvallis, OR, USA
| | - Yong-Bing Xiang
- Department of Epidemiology, Shanghai Cancer Institute, Shanghai, China
| | - Raymond F Burk
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Honglan Li
- Department of Epidemiology, Shanghai Cancer Institute, Shanghai, China
| | - Kristina E Hill
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Hui Cai
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center and Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Jing Gao
- Department of Epidemiology, Shanghai Cancer Institute, Shanghai, China
| | - Wei Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center and Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Xiao-Ou Shu
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center and Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Qiuyin Cai
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center and Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, TN, USA
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637
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CNOT3 targets negative cell cycle regulators in non-small cell lung cancer development. Oncogene 2018; 38:2580-2594. [DOI: 10.1038/s41388-018-0603-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2018] [Revised: 10/13/2018] [Accepted: 11/13/2018] [Indexed: 12/20/2022]
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638
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Tan WSD, Liao W, Peh HY, Vila M, Dong J, Shen HM, Wong WSF. Andrographolide simultaneously augments Nrf2 antioxidant defense and facilitates autophagic flux blockade in cigarette smoke-exposed human bronchial epithelial cells. Toxicol Appl Pharmacol 2018; 360:120-130. [PMID: 30291937 DOI: 10.1016/j.taap.2018.10.005] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Revised: 09/30/2018] [Accepted: 10/02/2018] [Indexed: 12/24/2022]
Abstract
Cigarette smoking is the leading cause of chronic obstructive pulmonary disease (COPD). Cigarette smoke heightens oxidative stress and impairs autophagy, advancing COPD progression. Andrographolide is a bioactive diterpenoid lactone isolated from the plant Andrographis paniculata which has been a traditional medicinal herb for respiratory diseases. As airway epithelial cells form the first interface to be exposed to cigarette smoke, this study aimed to explore the modulatory effects of andrographolide on oxidative stress and autophagy in human bronchial epithelial BEAS-2B cells exposed to cigarette smoke extract (CSE). CSE (2%) exposure increased autophagic markers p62 and LC3B-II levels in BEAS-2B cells. Andrographolide alone increased p62 and p-p62 (S349) but not LC3B-II in BEAS-2B cells. However, in the presence of CSE, andrographolide was able to simultaneously increase LC3B-II level and enhance antioxidant defense by decreasing oxidative stress and increasing total antioxidant capacity, through upregulation of nuclear Nrf2 via the p62-Nrf2 positive feedback loop. Using RFP-GFP-LC3B transfected BEAS-2B cells exposed to CSE, andrographolide was found to impair autophagosome fusion with lysosome, which may account for the moderate increase in activated caspase 3/7 and annexin V levels. Our findings revealed for the first time that andrographolide simultaneously upregulated antioxidant defense through the p62-Nrf2 loop and moderately induced apoptosis through impairment of autophagic flux in CSE-exposed bronchial epithelium. Andrographolide facilitated cigarette smoke-induced apoptosis may be a potential toxicological outcome or may protect against chronic inflammation and aberrant DNA repair. Validation of these in-vitro findings in an experimental COPD model by andrographolide is warranted.
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Affiliation(s)
- W S Daniel Tan
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University Health System, 16 Medical Drive, 117600, Singapore
| | - Wupeng Liao
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University Health System, 16 Medical Drive, 117600, Singapore
| | - Hong Yong Peh
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University Health System, 16 Medical Drive, 117600, Singapore
| | - Merima Vila
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University Health System, 16 Medical Drive, 117600, Singapore; Department of Biology, University of Toronto Mississauga, 3359 Mississauga Road, Mississauga L5L 1C6, Canada
| | - Jinrui Dong
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University Health System, 16 Medical Drive, 117600, Singapore
| | - Han-Ming Shen
- Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, 2 Medical Drive, 117597, Singapore; NUS Graduate School for Integrative Sciences and Engineering, National University of Singapore, 28 Medical Drive, 117456, Singapore
| | - W S Fred Wong
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University Health System, 16 Medical Drive, 117600, Singapore; Immunology Program, Life Science Institute, National University of Singapore, 28 Medical Drive, 117456, Singapore; Singapore-HUJ Alliance for Research and Enterprise (SHARE), National University of Singapore, 1 CREATE Way, Innovation Wing, 138602, Singapore.
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639
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Garassino MC, Crinò L, Catino A, Ardizzoni A, Cortesi E, Cappuzzo F, Bordi P, Calabrò L, Barbieri F, Santo A, Altavilla G, Ambrosio F, Mini E, Vasile E, Morgillo F, Scoppola A, Bengala C, Follador A, Tedde N, Giannarelli D, Lo Russo G, Vitiello F. Nivolumab in never-smokers with advanced squamous non-small cell lung cancer: Results from the Italian cohort of an expanded access program. Tumour Biol 2018; 40:1010428318815047. [DOI: 10.1177/1010428318815047] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Objectives: Never-smokers may be a distinct subgroup among patients with advanced non-small cell lung cancer, appearing to benefit less from immunotherapy than smokers. We report results from never-smokers enrolled in the Italian cohort of the nivolumab expanded access program in pre-treated patients with advanced squamous non-small cell lung cancer. Materials and methods: Nivolumab (3 mg/kg every 2 weeks for ≤24 months) was available on physician request. Efficacy data included objective tumor response, date of progression, and survival information. Safety was monitored. Results: Overall, 371 patients received at least one dose of nivolumab, including 31 never-smokers (8%). Objective response rate, disease-control rate, and median overall survival were 23%, 45%, and 12.1 months (95% confidence interval: 3.7–20.4), respectively, in never-smokers, and 18%, 47%, and 7.9 months (95% confidence interval: 6.2–9.6), respectively, in the overall expanded access program population. Any-grade and grade 3–4 treatment-related adverse events were reported in 12 (39%) and 3 (10%) never-smokers, respectively, and in 109 (29%) and 21 (6%) patients, respectively, in the overall expanded access program population. Grade 3–4 treatment-related adverse events in non-smokers were increased transaminases (n = 2; 6%) and diarrhea (n = 1; 3%). Treatment-related adverse events led to treatment discontinuation in 4 non-smokers (17%) and in 26 patients (9%) overall. Conclusion: Pre-treated never-smokers with advanced squamous non-small cell lung cancer in this Italian expanded access program demonstrated efficacy and safety that were consistent with those in the overall expanded access program population and clinical trials. These results suggest that a proportion of never-smoker patients with squamous non-small cell lung cancer may be responsive to immunotherapy. Other factors, such as the tumor mutational load and the status of programmed death-ligand 1, anaplastic lymphoma kinase, and epidermal growth factor receptor, might play a potential key role.
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Affiliation(s)
| | - Lucio Crinò
- Santa Maria della Misericordia Hospital, Perugia, Italy
| | | | | | | | | | | | | | | | - Antonio Santo
- Azienda Ospedaliera Universitaria Integrata di Verona, Verona, Italy
| | | | | | | | - Enrico Vasile
- Azienda Ospedaliera Universitaria Pisana, Istituto Toscano Tumori, Pisa, Italy
| | | | | | | | | | - Natale Tedde
- Presidio ospedaliero ASL 2 di Olbia, Olbia, Italy
| | | | - Giuseppe Lo Russo
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
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640
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Nobiletin Enhances Chemosensitivity to Adriamycin through Modulation of the Akt/GSK3β/β⁻Catenin/MYCN/MRP1 Signaling Pathway in A549 Human Non-Small-Cell Lung Cancer Cells. Nutrients 2018; 10:nu10121829. [PMID: 30486290 PMCID: PMC6316077 DOI: 10.3390/nu10121829] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2018] [Revised: 11/21/2018] [Accepted: 11/22/2018] [Indexed: 01/09/2023] Open
Abstract
Drug resistance is a major problem in the treatment of non-small-cell lung cancer (NSCLC). In this study, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis was performed to identify the differentially expressed genes in Adriamycin (ADR)-resistant NSCLC A549/ADR cells compared with parental A549 cells. Among the tested phytochemicals, nobiletin (NBT) is able to overcome the ADR resistance of A549/ADR cells. NBT treatment decreased the expression of a neuroblastoma-derived MYC (MYCN) and multidrug resistance-associated protein 1 (MRP1) as well as downregulating Akt, GSK3β, and β-catenin. Consistent with these results, NBT treatment resulted in the accumulation of intracellular ADR. A combination index (CI) assay confirmed the synergistic effect of combined treatment with NBT and ADR in reducing the viability of A549/ADR cells (CI = 0.152). Combined treatment with NBT and ADR enhanced apoptosis in A549/ADR cells, as evidenced by increased caspase-3 activation, poly (ADP-ribose) polymerase (PARP) cleavage, and sub-G1 population compared to treatment with ADR alone. In vivo experiments using a mouse xenograft model revealed that combination therapy with NBT and ADR significantly reduced tumor volume by 84.15%. These data suggest that NBT can sensitize ADR-induced cytotoxicity against A549/ADR cells by inhibiting MRP1 expression, indicating that NBT could serve as an effective adjuvant agent for ADR-based chemotherapy in lung cancer.
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641
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Yu T, Xue P, Cui S, Zhang L, Zhang G, Xiao M, Zheng X, Zhang Q, Cai Y, Jin C, Yang J, Wu S, Lu X. Rs3212986 polymorphism, a possible biomarker to predict smoking-related lung cancer, alters DNA repair capacity via regulating ERCC1 expression. Cancer Med 2018; 7:6317-6330. [PMID: 30453383 PMCID: PMC6308093 DOI: 10.1002/cam4.1842] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2018] [Revised: 09/28/2018] [Accepted: 09/30/2018] [Indexed: 12/18/2022] Open
Abstract
Single nucleotide polymorphisms (SNPs) in 3'UTR of key DNA repair enzyme genes are associated with inter-individual differences of DNA repair capacity (DRC) and susceptibility to a variety of human malignancies such as lung cancer. In this study, seven candidate SNPs in 3'UTR of DRC-related genes including ERCC1 (rs3212986, rs2336219, and rs735482), OGG1 (rs1052133), MLH3 (rs108621), CD3EAP (rs1007616), and PPP1R13L (rs6966) were analyzed in 300 lung cancer patients and controls from the northeast of China. Furthermore, we introduced ERCC1 (CDS+3'UTR) or CD3EAP (CDS) cDNA clone to transfect HEK293T and 16HBE cells. Cell viability between different genotypes of transfected cells exposed to BPDE was detected by CCK-8 assay, while DNA damage was visualized using γH2AX immunofluorescence and the modified comet assay. We found that minor A-allele of rs3212986 could reflect a linkage with increasing risk of NSCLC. Compared with CC genotype, AA genotype of ERCC1 rs3212986 was a high-risk factor for NSCLC (OR = 3.246; 95%CI: 1.375-7.663). Particularly stratified by smoking status in cases and controls, A allele of ERCC1 rs3212986 also exhibited an enhanced risk to develop lung cancer in smokers only (P < 0.05). Interestingly, reduced repair efficiency of DNA damage was observed in 293T ERCC1(AA) and 16HBE ERCC1(AA), while no significant difference was appeared in two genotypes of CD3EAP (3' adjacent gene of ERCC1) overexpressed cells. Our findings suggest that rs3212986 polymorphism in 3'UTR of ERCC1 overlapped with CD3EAP may affect the repair of the damage induced by BPDE mainly via regulating ERCC1 expression and become a potential biomarker to predict smoking-related lung cancer.
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Affiliation(s)
- Tao Yu
- Department of Toxicology, School of Public Health, China Medical University, Shenyang, China
| | - Ping Xue
- Department of Toxicology, School of Public Health, China Medical University, Shenyang, China
| | - Su Cui
- Department of Thoracic Surgery Ward 2, The First Hospital of China Medical University, Shenyang, China
| | - Liang Zhang
- Department of Thoracic Surgery, Liaoning Cancer Hospital & Institute, Shenyang, China
| | - Guopei Zhang
- Department of Toxicology, School of Public Health, China Medical University, Shenyang, China
| | - Mingyang Xiao
- Department of Toxicology, School of Public Health, China Medical University, Shenyang, China
| | - Xiao Zheng
- Department of Toxicology, School of Public Health, China Medical University, Shenyang, China
| | - Qianye Zhang
- Department of Toxicology, School of Public Health, China Medical University, Shenyang, China
| | - Yuan Cai
- Department of Toxicology, School of Public Health, China Medical University, Shenyang, China
| | - Cuihong Jin
- Department of Toxicology, School of Public Health, China Medical University, Shenyang, China
| | - Jinghua Yang
- Department of Toxicology, School of Public Health, China Medical University, Shenyang, China
| | - Shengwen Wu
- Department of Toxicology, School of Public Health, China Medical University, Shenyang, China
| | - Xiaobo Lu
- Department of Toxicology, School of Public Health, China Medical University, Shenyang, China
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642
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Rotshild V, Azoulay L, Feldhamer I, Perlman A, Glazer M, Muszkat M, Matok I. Calcium Channel Blockers and the Risk for Lung Cancer: A Population-Based Nested Case-Control Study. Ann Pharmacother 2018; 53:445-452. [DOI: 10.1177/1060028018814684] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
Background: It has been suggested that calcium channel blockers (CCBs) may increase the risk of lung cancer; however, current evidence is conflicting and limited. Objective: Investigate the associations between CCB use and lung cancer. Methods: We conducted a population-based nested case-control study. A cohort was formed of patients prescribed their first antihypertensive agent from 2000 to 2014. CCB exposure information was obtained by identification of all prescriptions dispensed during study follow-up. Cases were patients newly diagnosed with lung cancer during follow-up. Each case was matched with 10 controls by age, sex, calendar year of cohort entry, and duration of follow-up. Multivariate conditional logistic regression was used to estimate odds ratios (ORs) with 95% CIs of lung cancer associated with ever use of CCBs. Results: During a median follow-up of 6.2 years, we identified 4174 cases of lung cancer. Ever use of CCBs was associated with an increased risk of lung cancer (adjusted OR = 1.13; 95% CI = 1.06-1.21), when compared with the use of other antihypertensive drugs. A duration-response relation was observed, with the ORs gradually increasing with longer cumulative duration of CCB use (<5 years: OR = 1.12, 95% CI = 1.04-1.20; 5-10 years: OR = 1.22, 95% CI = 1.07-1.40; >10 years: OR = 1.33, 95% CI = 0.90-1.96; P trend < 0.001). Conclusion and Relevance: The results of this large population-based study indicate that the use of CCBs is associated with a modest but significant increase in the risk of lung cancer. This association appeared to increase with longer duration of use.
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Affiliation(s)
- Victoria Rotshild
- Division of Clinical Pharmacy, Institute for Drug Research, School of Pharmacy, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Laurent Azoulay
- Department of Epidemiology, Biostatistics, and Occupational Health, and Gerald Bronfman Department of Oncology, McGill University; Centre for Clinical Epidemiology, Oncology Department, Lady Davis Institute, Jewish General Hospital, Montreal, Quebec, Canada
| | - Ilan Feldhamer
- Research and Information Department, Chief Physician Office, Clalit Health Services, Tel Aviv, Israel
| | - Amichai Perlman
- Division of Clinical Pharmacy, Institute for Drug Research, School of Pharmacy, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Mendel Glazer
- Rokah Pulmonary Institution, Clalit Health Services, Jerusalem, Israel
| | - Mordechai Muszkat
- Department of Medicine, Hadassah University Hospital Mt. Scopus, Jerusalem, Israel
| | - Ilan Matok
- Division of Clinical Pharmacy, Institute for Drug Research, School of Pharmacy, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
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643
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Treatment Patterns by EGFR Mutation Status in Non-Small Cell Lung Cancer Patients in the USA: A Retrospective Database Analysis. Adv Ther 2018; 35:1905-1919. [PMID: 30341504 DOI: 10.1007/s12325-018-0811-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Indexed: 01/04/2023]
Abstract
INTRODUCTION Targeted therapies, including tyrosine kinase inhibitors (TKIs) that target the sensitizing epidermal growth factor receptor (EGFR) gene are recommended for patients with non-small cell lung cancer (NSCLC). Most patients with NSCLC who test positive for the EGFR mutation and receive TKIs develop resistance to these drugs. Questions remain regarding which treatment sequence is optimal for patients with EGFR-mutant NSCLC, and few studies have evaluated patterns of TKI treatment use in NSCLC, irrespective of EGFR mutation status, in a real-world setting. This population-based study aimed to evaluate treatment patterns at a national level in the USA. METHODS This retrospective observational study used data from the US Oncology Network's iKnowMed database. Patients with advanced NSCLC who initiated first-line therapy with erlotinib and/or intravenous chemotherapy between January 1, 2012 and June 30, 2015 and met all other study criteria were included. Descriptive analyses assessed demographic and clinical characteristics and treatment patterns among the overall study cohort, as well as for specific erlotinib treatment subgroups, stratified by EGFR status. RESULTS Among the 3108 patients identified, 18.5% were EGFR positive, 49.8% were EGFR negative, and 31.7% were EGFR documented unknown. For the overall cohort, 18.4% received first-line erlotinib monotherapy, fewer than 1% received first-line combination therapy (erlotinib plus chemotherapy), 4.7% received second-line erlotinib monotherapy, and 3.3% received second-line combination therapy. First-line erlotinib monotherapy was used in 77.8% of all EGFR positive patients. Almost two-thirds of the overall cohort were not observed to have advanced to second-line therapy. CONCLUSIONS As treatment options evolve, this study provides real-world treatment patterns that suggest concordance with NCCN guidelines and confirm the remaining need to understand sequencing of therapies and related outcomes. FUNDING Eli Lilly and Company.
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644
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Lobectomy vs. segmentectomy. A propensity score matched comparison of outcomes. Eur J Surg Oncol 2018; 45:845-850. [PMID: 30409440 DOI: 10.1016/j.ejso.2018.10.534] [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: 06/21/2018] [Revised: 09/26/2018] [Accepted: 10/24/2018] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Segmentectomy has emerged as a lung parenchymal sparring alternative to the gold standard lobectomy in non-small cell lung cancer (NSCLC) patients. We hypothesized that there is parity between functional, local recurrence and survival outcomes. PATIENTS AND METHODS Parenchymal sparring procedures including anatomical segmentectomies were propensity score matched 1:1 with lobectomies (n = 64). The primary outcomes included survival, functional and oncological outcomes. The oncological outcomes were: post-operative histology, clear margins and local recurrence rates. Kaplan Meier survival curves were used to compare the survival. Oncological and functional variables were assessed by Fischer exact test and t-test. RESULTS The pre-operative performance status, ASA grade, lung function, risk factors, surgical approach and tumour histology were similar between the groups. The tumour size was significantly higher for lobectomies (32.4 ± 17 vs. 24.6 ± 12 mm, p = 0.01). The tumour staging in the segmentectomy group was similar to the lobectomy group (Ia; 50 vs. 34%; Ib: 29 vs. 37%; IIa 11 vs. 9.3%; IIb 5 vs. 14%; IIIa 5 vs. 4.6%, p = 0.83). The loco-regional recurrence was lower in the segmentectomy group (1.5 vs. 3.1%, p = 0.69). The up-staging and down-staging post-surgery was similar in both groups, while neo-adjuvant therapy was used in 5 lobectomy and 3 segmentectomy cases. The survival was similar at 1 year between the groups (88 vs. 92%, p = 0.65). Between 4 and 5 years, the survival reduced in the parenchymal sparing group to 39% vs. 68% in the lobectomy group (p = 0.04). CONCLUSION Surgical selection bias could be an important confounder in the selection of patients undergoing segmentectomy. Similar up and down staging were demonstrated in the two groups. This is one of the first studies to investigate the results of segmentectomy versus lobectomy in stage II/IIIa NSCLC tumours. No significant differences were found in functional outcomes, but the survival decreased after 4 years in the segmentectomy group, which could be explained by lower survival in the stage II/IIIa tumours treated with segmentectomy.
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645
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Bo C, Wu Q, Zhao H, Li X, Zhou Q. Thymosin α1 suppresses migration and invasion of PD-L1 high-expressing non-small-cell lung cancer cells via inhibition of STAT3-MMP2 signaling. Onco Targets Ther 2018; 11:7255-7270. [PMID: 30425517 PMCID: PMC6205819 DOI: 10.2147/ott.s177943] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Background Thymosin α1 (Tα1) is one of the most commonly used immunomodulators for metastatic non-small-cell lung cancer (NSCLC) patients in many countries. Despite the identification of the direct suppression on cancer cell proliferation, little is known about its effect on metastasis and metastasis-related signaling such as matrix metalloproteinases (MMPs) and programmed cell death ligand 1 (PD-L1). Materials and methods NSCLC cells with distinguishing PD-L1 expression levels were treated with Tα1. siRNAs were used to knockdown PD-L1. Cell migration and invasion abilities were evaluated by wound-healing and transwell assays. The xenograft model by BALB/c nude mice was constructed to test the inhibitory effect of Tα1 on metastasis in vivo. The expression levels of metastasis-related signaling pathways and key molecules were assessed by Western blot (WB) and quantitative reverse transcriptase PCR (qRT-PCR). Results Tα1 significantly suppressed cell migration and invasion in PD-L1 high-expressing H1299, NL9980, and L9981 cells but not in PD-L1 low-expressing A549 or SPC-A-1 cells. This difference was demonstrated by mouse model in vivo as well. Knocking down of PD-L1 significantly impaired the inhibition of cell migration and invasion caused by Tα1 treating in PD-L1 high-expressing cells. Besides, Tα1 inhibited the activation and translocation of STAT3 and the expression of MMP2 in PD-L1 high-expressing NSCLC cells. Moreover, the treatment of STAT3 activator colivelin could partly reverse the Tα1-induced MMP2 suppression and the migration phenotype. Conclusion Tα1 significantly suppresses migration and invasion in PD-L1 high-expressing NSCLC cells compared with PD-L1 low-expressing NSCLC cells in vitro and in vivo, through the downregulation of STAT3–MMP2 signaling. These different responses to Tα1, together with the depiction of Tα1-induced signaling changes, suggest a potential benefit of Tα1 for PD-L1-positive NSCLC patients, enlightening the combination of Tα1 with target therapy or immune checkpoint inhibitors.
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Affiliation(s)
- Cong Bo
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, China,
| | - Qiang Wu
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, China,
| | - Hai Zhao
- Department of Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Xuebing Li
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Tianjin Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China, ,
| | - Qinghua Zhou
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, China, .,Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Tianjin Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, China, ,
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646
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Gao X, Guo L, Li J, Thu HE, Hussain Z. Nanomedicines guided nanoimaging probes and nanotherapeutics for early detection of lung cancer and abolishing pulmonary metastasis: Critical appraisal of newer developments and challenges to clinical transition. J Control Release 2018; 292:29-57. [PMID: 30359665 DOI: 10.1016/j.jconrel.2018.10.024] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2018] [Revised: 10/17/2018] [Accepted: 10/19/2018] [Indexed: 01/13/2023]
Abstract
Lung cancer (LC) is the second most prevalent type of cancer and primary cause of mortality among both men and women, worldwide. The most commonly employed diagnostic modalities for LC include chest X-ray (CXR), magnetic-resonance-imaging (MRI), computed tomography (CT-scan), and fused-positron-emitting-tomography-CT (PET-CT). Owing to several limitations associated with the use of conventional diagnostic tools such as radiation burden to the patient, misleading diagnosis ("missed lung cancer"), false staging and low sensitivity and resolution, contemporary diagnostic regimen needed to be employed for screening of LC. In recent decades, nanotechnology-guided interventions have been transpired as emerging nanoimaging probes for detection of LC at advanced stages, while producing signal amplification, better resolution for surface and deep tissue imaging, and enhanced translocation and biodistribution of imaging probes within the cancerous tissues. Besides enormous potential of nanoimaging probes, nanotechnology-based advancements have also been evidenced for superior efficacy for treatment of LC and abolishing pulmonary metastasis (PM). The success of nanotherapeutics is due to their ability to maximise translocation and biodistribution of anti-neoplastic agents into the tumor tissues, improve pharmacokinetic profiles of anti-metastatic agents, optimise target-specific drug delivery, and control release kinetics of encapsulated moieties in target tissues. This review aims to overview and critically discuss the superiority of nanoimaging probes and nanotherapeutics over conventional regimen for early detection of LC and abolishing PM. Current challenges to clinical transition of nanoimaging probes and therapeutic viability of nanotherapeutics for treatment for LC and PM have also been pondered.
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Affiliation(s)
- Xiaoling Gao
- Department of Respiratory and Critical Care Medicine, Second Hospital of Shanxi Medical University, Taiyuan, Shanxi 030001, China
| | - Lihua Guo
- Department of Nephrology, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130033, China
| | - Jianqiang Li
- Department of Respiratory and Critical Care Medicine, Second Hospital of Shanxi Medical University, Taiyuan, Shanxi 030001, China
| | - Hnin Ei Thu
- Department of Pharmacology and Dental Therapeutics, Faculty of Dentistry, Lincoln University College, Jalan Stadium, SS 7/15, Kelana Jaya, 47301 Petaling Jaya, Selangor, Malaysia
| | - Zahid Hussain
- Department of Pharmaceutics, Faculty of Pharmacy, Universiti Teknologi MARA (UiTM) Selangor, Puncak Alam Campus, 42300 Bandar Puncak Alam, Selangor, Malaysia.
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647
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Swan JS, Lennes IT, Stump NN, Temel JS, Wang D, Keller L, Donelan K. A Patient-Centered Utility Index for Non-Small Cell Lung Cancer in the United States. MDM Policy Pract 2018; 3:2381468318801565. [PMID: 30349874 PMCID: PMC6194926 DOI: 10.1177/2381468318801565] [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: 01/08/2018] [Accepted: 08/17/2018] [Indexed: 11/16/2022] Open
Abstract
Background. A preference-based quality-of-life index for non–small cell lung cancer was developed with a subset of Functional Assessment of Cancer Therapy (FACT)–General (G) and FACT–Lung (L) items, based on clinician input and the literature. Design. A total of 236 non–small cell lung carcinoma patients contributed their preferences, randomly allocated among three survey groups to decrease burden. The FACT-L Utility Index (FACT-LUI) was constructed with two methods: 1) multiattribute utility theory (MAUT), where a visual analog scale (VAS)–based index was transformed to standard gamble (SG); and 2) an unweighted index, where items were summed, normalized to a 0 to 1.0 scale, and the result transformed to a scale length equivalent to the VAS or SG MAUT-based model on a Dead to Full Health scale. Agreement between patients’ direct utility and the indexes for current health was assessed. Results. The agreement of the unweighted index with direct SG was superior to the MAUT-based index (intraclass correlation for absolute agreement: 0.60 v. 0.35; mean difference: 0.03 v. 0.19; and mean absolute difference 0.09 v. 0.21, respectively). Mountain plots showed substantial differences, with the unweighted index demonstrating a median bias of 0.02 versus the MAUT model at 0.2. There was a significant difference (P = 0.0002) between early (I-II) and late stage (III-IV) patients, the mean difference for both indexes being greater than distribution-based estimates of minimal important difference. Limitations. The population was limited to non–small cell lung cancer patients. However, most quality-of-life literature consulted and the FACT instruments do not differentiate between lung cancer cell types. Minorities were also limited in this sample. Conclusions. The FACT-LUI shows early evidence of validity for informing economic analysis of lung cancer treatments.
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Affiliation(s)
- J Shannon Swan
- Massachusetts General Hospital Institute for Technology Assessment (JSS, NNS, KD), Boston, Massachusetts.,Harvard Medical School (JSS, ITL, JST, KD), Boston, Massachusetts.,Massachusetts General Hospital Cancer Center (ITL, JST), Boston, Massachusetts.,Massachusetts General Hospital Department of Radiology (DW), Boston, Massachusetts.,Hunter Holmes McGuire Veterans Affairs Medical Center, Richmond, Virginia (DW).,University of Massachusetts, Amherst, Massachusetts (LK).,Massachusetts General Hospital Mongan Institute for Health Policy, Boston, Massachusetts (KD)
| | - Inga T Lennes
- Massachusetts General Hospital Institute for Technology Assessment (JSS, NNS, KD), Boston, Massachusetts.,Harvard Medical School (JSS, ITL, JST, KD), Boston, Massachusetts.,Massachusetts General Hospital Cancer Center (ITL, JST), Boston, Massachusetts.,Massachusetts General Hospital Department of Radiology (DW), Boston, Massachusetts.,Hunter Holmes McGuire Veterans Affairs Medical Center, Richmond, Virginia (DW).,University of Massachusetts, Amherst, Massachusetts (LK).,Massachusetts General Hospital Mongan Institute for Health Policy, Boston, Massachusetts (KD)
| | - Natalie N Stump
- Massachusetts General Hospital Institute for Technology Assessment (JSS, NNS, KD), Boston, Massachusetts.,Harvard Medical School (JSS, ITL, JST, KD), Boston, Massachusetts.,Massachusetts General Hospital Cancer Center (ITL, JST), Boston, Massachusetts.,Massachusetts General Hospital Department of Radiology (DW), Boston, Massachusetts.,Hunter Holmes McGuire Veterans Affairs Medical Center, Richmond, Virginia (DW).,University of Massachusetts, Amherst, Massachusetts (LK).,Massachusetts General Hospital Mongan Institute for Health Policy, Boston, Massachusetts (KD)
| | - Jennifer S Temel
- Massachusetts General Hospital Institute for Technology Assessment (JSS, NNS, KD), Boston, Massachusetts.,Harvard Medical School (JSS, ITL, JST, KD), Boston, Massachusetts.,Massachusetts General Hospital Cancer Center (ITL, JST), Boston, Massachusetts.,Massachusetts General Hospital Department of Radiology (DW), Boston, Massachusetts.,Hunter Holmes McGuire Veterans Affairs Medical Center, Richmond, Virginia (DW).,University of Massachusetts, Amherst, Massachusetts (LK).,Massachusetts General Hospital Mongan Institute for Health Policy, Boston, Massachusetts (KD)
| | - David Wang
- Massachusetts General Hospital Institute for Technology Assessment (JSS, NNS, KD), Boston, Massachusetts.,Harvard Medical School (JSS, ITL, JST, KD), Boston, Massachusetts.,Massachusetts General Hospital Cancer Center (ITL, JST), Boston, Massachusetts.,Massachusetts General Hospital Department of Radiology (DW), Boston, Massachusetts.,Hunter Holmes McGuire Veterans Affairs Medical Center, Richmond, Virginia (DW).,University of Massachusetts, Amherst, Massachusetts (LK).,Massachusetts General Hospital Mongan Institute for Health Policy, Boston, Massachusetts (KD)
| | - Lisa Keller
- Massachusetts General Hospital Institute for Technology Assessment (JSS, NNS, KD), Boston, Massachusetts.,Harvard Medical School (JSS, ITL, JST, KD), Boston, Massachusetts.,Massachusetts General Hospital Cancer Center (ITL, JST), Boston, Massachusetts.,Massachusetts General Hospital Department of Radiology (DW), Boston, Massachusetts.,Hunter Holmes McGuire Veterans Affairs Medical Center, Richmond, Virginia (DW).,University of Massachusetts, Amherst, Massachusetts (LK).,Massachusetts General Hospital Mongan Institute for Health Policy, Boston, Massachusetts (KD)
| | - Karen Donelan
- Massachusetts General Hospital Institute for Technology Assessment (JSS, NNS, KD), Boston, Massachusetts.,Harvard Medical School (JSS, ITL, JST, KD), Boston, Massachusetts.,Massachusetts General Hospital Cancer Center (ITL, JST), Boston, Massachusetts.,Massachusetts General Hospital Department of Radiology (DW), Boston, Massachusetts.,Hunter Holmes McGuire Veterans Affairs Medical Center, Richmond, Virginia (DW).,University of Massachusetts, Amherst, Massachusetts (LK).,Massachusetts General Hospital Mongan Institute for Health Policy, Boston, Massachusetts (KD)
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648
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Hochhegger B, Zanon M, Altmayer S, Pacini GS, Balbinot F, Francisco MZ, Dalla Costa R, Watte G, Santos MK, Barros MC, Penha D, Irion K, Marchiori E. Advances in Imaging and Automated Quantification of Malignant Pulmonary Diseases: A State-of-the-Art Review. Lung 2018; 196:633-642. [DOI: 10.1007/s00408-018-0156-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Accepted: 08/28/2018] [Indexed: 12/19/2022]
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649
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Mohan V, Koul A. Anticancer potential of Tinospora cordifolia and arabinogalactan against benzo(a)pyrene induced pulmonary tumorigenesis: a study in relevance to various biomarkers. JOURNAL OF HERBMED PHARMACOLOGY 2018. [DOI: 10.15171/jhp.2018.35] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
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650
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Risk of lung cancer and physical activity by smoking status and body mass index, the Norwegian Women and Cancer Study. Eur J Epidemiol 2018; 34:489-498. [DOI: 10.1007/s10654-018-0446-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2017] [Accepted: 09/25/2018] [Indexed: 12/16/2022]
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