1
|
Li S, Yu ZS, Liu HZ, Li SJ, Wang MY, Ning FL, Tian LJ. Immunotherapy combined with antiangiogenic therapy as third- or further-line therapy for stage IV non-small cell lung cancer patients with ECOG performance status 2: A retrospective study. Cancer Med 2024; 13:e7349. [PMID: 38872402 PMCID: PMC11176590 DOI: 10.1002/cam4.7349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 05/16/2024] [Accepted: 05/24/2024] [Indexed: 06/15/2024] Open
Abstract
BACKGROUND Patients with Eastern Cooperative Oncology Group performance status (ECOG PS) 2 probably cannot tolerate chemotherapy or other antitumor therapies. Some studies have reported that immunotherapy combined with antiangiogenic therapy is well-tolerated and shows good antitumor activity. However, the efficacy of this combination as a later-line therapy in patients with ECOG PS 2 is unclear. This study evaluated the effectiveness and safety of this combination strategy as third- or further-line therapy in stage IV non-small cell lung cancer (NSCLC) patients with ECOG PS 2. METHODS In this retrospective study, patients treated with camrelizumab plus antiangiogenic therapy (bevacizumab, anlotinib, or recombinant human endostatin) were included. Objective response rate (ORR), disease control rate (DCR), progression-free survival (PFS), overall survival (OS), quality of life (QOL) assessed by ECOG PS, and safety were analyzed. RESULTS Between January 10, 2019, and February 28, 2024, a total of 59 patients were included. The ORR was 35.6% (21/59) and the DCR was 86.4%. With a median follow-up of 10.5 months (range: 0.7-23.7), the median PFS was 5.5 months (95% confidence interval [CI]: 3.8-7.3) and the median OS was 10.5 months (95% CI: 11.2-13.6). QOL was improved (≥1 reduction in ECOG PS) in 39 patients (66.1%). The most common Grade 3-4 treatment-related adverse events were hepatic dysfunction (6 [10%]), hypertension (5 [8%]), and hypothyroidism (3 [5%]). There were no treatment-related deaths. CONCLUSIONS Third- or further-line immunotherapy combined with antiangiogenic therapy is well-tolerated and shows good antitumor activity in stage IV NSCLC patients with ECOG PS 2. Future large-scale prospective studies are required to confirm the clinical benefits of this combination therapy.
Collapse
Affiliation(s)
- Shuo Li
- Department of Oncology, Binzhou Medical University Hospital, Binzhou, Shandong, People's Republic of China
| | - Ze-Shun Yu
- Department of Oncology, Binzhou Medical University Hospital, Binzhou, Shandong, People's Republic of China
| | - Hong-Zhi Liu
- Department of Orthopedics, Binzhou Medical University Hospital, Binzhou, Shandong, People's Republic of China
| | - Shu-Jing Li
- Department of Oncology, Binzhou Medical University Hospital, Binzhou, Shandong, People's Republic of China
| | - Ming-Yue Wang
- Department of Oncology, Binzhou Medical University Hospital, Binzhou, Shandong, People's Republic of China
| | - Fang-Ling Ning
- Department of Oncology, Binzhou Medical University Hospital, Binzhou, Shandong, People's Republic of China
| | - Li-Jun Tian
- Department of Oncology, Binzhou Medical University Hospital, Binzhou, Shandong, People's Republic of China
| |
Collapse
|
2
|
Alhadeethi A, Adel Awwad S, Abed M, Amin AM, Aboelkhier MM, Yassin MNA, Morsi MH, Kashbour MO. Nintedanib in Combination With Chemotherapy in the Treatment of Non-small Cell Lung Cancer: A Systematic Review and Meta-Analysis. Cureus 2024; 16:e53812. [PMID: 38465177 PMCID: PMC10924634 DOI: 10.7759/cureus.53812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Accepted: 02/07/2024] [Indexed: 03/12/2024] Open
Abstract
Lung cancer remains a major global health challenge, contributing to substantial morbidity and mortality rates. Nintedanib, a tyrosine kinase inhibitor, has demonstrated potential as a treatment for lung cancer. We aim to evaluate nintedanib's efficacy in treating patients with non-small cell lung cancer (NSCLC), depending on the available evidence. Our search for relevant articles was conducted on PubMed, Cochrane Library, Scopus, and Web of Science for randomized controlled trials (RCTs) that involved adult patients with NSCLC up to August 15, 2023. These trials compared the combination of nintedanib and chemotherapy to either placebo plus chemotherapy or chemotherapy alone. Our main outcomes include progression-free survival (PFS) and overall survival (OS). We utilized the Review Manager Software V.5.4 (The Cochrane Collaboration) to analyze all relevant data. Three identified trials, which included 2270 patients, fulfilled the inclusion criteria. Our analysis showed significantly improved PFS (hazard ratio (HR) = 0.79; 95% confidence interval (CI) 0.71-0.88, P < 0.0001) in patients receiving nintedanib compared to placebo. However, OS was not statistically significant (HR = 0.96; 95% CI 0.88-1.05, P = 0.35). In conclusion, a combination of nintedanib and chemotherapy in treating patients with NSCLC was associated with improved PFS than chemotherapy alone but not with improved OS. Further clinical trials assessing nintedanib in the setting of NSCLC are necessary before any further recommendations can be made.
Collapse
Affiliation(s)
- Abdulhameed Alhadeethi
- Department of General Medicine, Medical Research Group of Egypt, Negida Academy LCC, Arlington, USA
- Department of General Medicine, Al-Salam Teaching Hospital, Mosul, IRQ
| | - Sara Adel Awwad
- College of Medicine, Jordan University of Science and Technology, Irbid, JOR
| | - Mohamed Abed
- Department of Internal Medicine, Faculty of Medicine, University of Tripoli, Tripoli, LBY
| | - Ahmed Mostafa Amin
- Department of Internal Medicine, Faculty of Medicine, Al-Azhar University, Cairo, EGY
| | - Menna M Aboelkhier
- Department of Internal Medicine, Faculty of Science, Cairo University, Cairo, EGY
| | | | - Maha H Morsi
- Department of Oncology, Medical Research Group of Egypt, Negida Academy LLC, Arlington, USA
- Department of Chemical Pathology, Misr University for Science and Technology, Giza, EGY
| | - Muataz Omar Kashbour
- Department of Diagnostic Radiology, National Cancer Institute, Misrata, LBY
- Department of Radiology, Medical Research Group of Libya, Negida Research Academy, Arlington, USA
| |
Collapse
|
3
|
Takahara Y, Abe R, Nagae S, Tanaka T, Ishige Y, Shionoya I, Yamamura K, Nishiki K, Nojiri M, Kato R, Shinomiya S, Oikawa T. Investigation of response of patients with non-small cell lung cancer to docetaxel (plus ramucirumab) therapy in second-line treatment. Thorac Cancer 2023; 14:3549-3555. [PMID: 37964501 PMCID: PMC10733157 DOI: 10.1111/1759-7714.15161] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 10/30/2023] [Accepted: 10/31/2023] [Indexed: 11/16/2023] Open
Abstract
BACKGROUND Several options for second-line therapy are available for patients with advanced non-small cell lung cancer (NSCLC); however, the optimal therapy remains unclear. Docetaxel (DTX) monotherapy and DTX plus ramucirumab (RAM) are the recommended second-line treatment options. However, the efficacy of these treatments remains unsatisfactory. The aim of this study was to identify the clinical characteristics of patients with NSCLC who respond to DTX or DTX + RAM and factors that predict response. METHODS Patients with NSCLC treated with DTX or DTX + RAM after second-line therapy were retrospectively analyzed. Patients were compared with those who responded or did not respond to the post-treatment efficacy assessment. RESULTS Of 53 patients, 12 (22.6%) had lung cancer that responded to DTX or DTX + RAM therapy (response group). Multivariate analysis identified the absence of immune checkpoint inhibitors (ICIs) in the immediate prior therapy and a reduced dose of DTX after the second cycle as significant independent risk factors predicting nonresponse to DTX and DTX + RAM therapy in patients with NSCLC. The overall survival was significantly longer in the response group compared to the nonresponse group (p = 0.016). CONCLUSIONS Our results suggest that DTX and DTX + RAM therapies immediately after treatment with ICI-containing regimens as well as continuation of DTX without dose reduction after the second cycle may increase the response rate and prolong survival in patients with NSCLC.
Collapse
Affiliation(s)
- Yutaka Takahara
- Department of Respiratory MedicineKanazawa Medical UniversityIshikawaJapan
| | - Ryudai Abe
- Department of Respiratory MedicineKanazawa Medical UniversityIshikawaJapan
| | - Sumito Nagae
- Department of Respiratory MedicineKanazawa Medical UniversityIshikawaJapan
| | - Takuya Tanaka
- Department of Respiratory MedicineKanazawa Medical UniversityIshikawaJapan
| | - Yoko Ishige
- Department of Respiratory MedicineKanazawa Medical UniversityIshikawaJapan
| | - Ikuyo Shionoya
- Department of Respiratory MedicineKanazawa Medical UniversityIshikawaJapan
| | - Kouichi Yamamura
- Department of Respiratory MedicineKanazawa Medical UniversityIshikawaJapan
| | - Kazuaki Nishiki
- Department of Respiratory MedicineKanazawa Medical UniversityIshikawaJapan
| | - Masafumi Nojiri
- Department of Respiratory MedicineKanazawa Medical UniversityIshikawaJapan
| | - Ryo Kato
- Department of Respiratory MedicineKanazawa Medical UniversityIshikawaJapan
| | - Shohei Shinomiya
- Department of Respiratory MedicineKanazawa Medical UniversityIshikawaJapan
| | - Taku Oikawa
- Department of Respiratory MedicineKanazawa Medical UniversityIshikawaJapan
| |
Collapse
|
4
|
Majumder A. HER3: Toward the Prognostic Significance, Therapeutic Potential, Current Challenges, and Future Therapeutics in Different Types of Cancer. Cells 2023; 12:2517. [PMID: 37947595 PMCID: PMC10648638 DOI: 10.3390/cells12212517] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 10/14/2023] [Accepted: 10/20/2023] [Indexed: 11/12/2023] Open
Abstract
Human epidermal growth factor receptor 3 (HER3) is the only family member of the EGRF/HER family of receptor tyrosine kinases that lacks an active kinase domain (KD), which makes it an obligate binding partner with other receptors for its oncogenic role. When HER3 is activated in a ligand-dependent (NRG1/HRG) or independent manner, it can bind to other receptors (the most potent binding partner is HER2) to regulate many biological functions (growth, survival, nutrient sensing, metabolic regulation, etc.) through the PI3K-AKT-mTOR pathway. HER3 has been found to promote tumorigenesis, tumor growth, and drug resistance in different cancer types, especially breast and non-small cell lung cancer. Given its ubiquitous expression across different solid tumors and role in oncogenesis and drug resistance, there has been a long effort to target HER3. As HER3 cannot be targeted through its KD with small-molecule kinase inhibitors via the conventional method, pharmaceutical companies have used various other approaches, including blocking either the ligand-binding domain or extracellular domain for dimerization with other receptors. The development of treatment options with anti-HER3 monoclonal antibodies, bispecific antibodies, and different combination therapies showed limited clinical efficiency for various reasons. Recent reports showed that the extracellular domain of HER3 is not required for its binding with other receptors, which raises doubt about the efforts and applicability of the development of the HER3-antibodies for treatment. Whereas HER3-directed antibody-drug conjugates showed potentiality for treatment, these drugs are still under clinical trial. The currently understood model for dimerization-induced signaling remains incomplete due to the absence of the crystal structure of HER3 signaling complexes, and many lines of evidence suggest that HER family signaling involves more than the interaction of two members. This review article will significantly expand our knowledge of HER3 signaling and shed light on developing a new generation of drugs that have fewer side effects than the current treatment regimen for these patients.
Collapse
Affiliation(s)
- Avisek Majumder
- Department of Medicine, University of California, San Francisco, CA 94158, USA
| |
Collapse
|
5
|
Miller HA, Miller DM, van Berkel VH, Frieboes HB. Evaluation of Lung Cancer Patient Response to First-Line Chemotherapy by Integration of Tumor Core Biopsy Metabolomics with Multiscale Modeling. Ann Biomed Eng 2023; 51:820-832. [PMID: 36224485 PMCID: PMC10023290 DOI: 10.1007/s10439-022-03096-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 10/02/2022] [Indexed: 11/28/2022]
Abstract
The standard of care for intermediate (Stage II) and advanced (Stages III and IV) non-small cell lung cancer (NSCLC) involves chemotherapy with taxane/platinum derivatives, with or without radiation. Ideally, patients would be screened a priori to allow non-responders to be initially treated with second-line therapies. This evaluation is non-trivial, however, since tumors behave as complex multiscale systems. To address this need, this study employs a multiscale modeling approach to evaluate first-line chemotherapy response of individual patient tumors based on metabolomic analysis of tumor core biopsies obtained during routine clinical evaluation. Model parameters were calculated for a patient cohort as a function of these metabolomic profiles, previously obtained from high-resolution 2DLC-MS/MS analysis. Evaluation metrics were defined to classify patients as Disease-Control (DC) [encompassing complete-response (CR), partial-response (PR), and stable-disease (SD)] and Progressive-Disease (PD) following first-line chemotherapy. Response was simulated for each patient and compared to actual response. The results show that patient classifications were significantly separated from each other, and also when grouped as DC vs. PD and as CR/PR vs. SD/PD, by fraction of initial tumor radius metric at 6 days post simulated bolus drug injection. This study shows that patient first-line chemotherapy response can in principle be evaluated from multiscale modeling integrated with tumor tissue metabolomic data, offering a first step towards individualized lung cancer treatment prognosis.
Collapse
Affiliation(s)
- Hunter A Miller
- Department of Pharmacology and Toxicology, University of Louisville, Louisville, KY, USA
| | - Donald M Miller
- Department of Pharmacology and Toxicology, University of Louisville, Louisville, KY, USA
- James Graham Brown Cancer Center, University of Louisville, Louisville, KY, USA
- Department of Medicine, University of Louisville, Louisville, KY, USA
| | - Victor H van Berkel
- James Graham Brown Cancer Center, University of Louisville, Louisville, KY, USA
- Department of Cardiovascular and Thoracic Surgery, University of Louisville, Louisville, KY, USA
| | - Hermann B Frieboes
- Department of Pharmacology and Toxicology, University of Louisville, Louisville, KY, USA.
- James Graham Brown Cancer Center, University of Louisville, Louisville, KY, USA.
- Department of Bioengineering, University of Louisville, Lutz Hall 419, Louisville, KY, 40292, USA.
- Center for Predictive Medicine, University of Louisville, Louisville, KY, USA.
| |
Collapse
|
6
|
Zhao M, Shao T, Chi Z, Tang W. Effectiveness and cost-effectiveness analysis of 11 treatment paths, seven first-line and three second-line treatments for Chinese patients with advanced wild-type squamous non-small cell lung cancer: A sequential model. Front Public Health 2023; 11:1051484. [PMID: 36908446 PMCID: PMC9999022 DOI: 10.3389/fpubh.2023.1051484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 02/08/2023] [Indexed: 02/26/2023] Open
Abstract
Background A total of 11 treatment sequences for advanced wild-type squamous non-small cell lung cancer are recommended by Chinese Society of Clinical Oncology Guidelines, consisting of seven first-line and three second-line treatments. Five of these treatments were newly approved in China between 2021 and 2022. We evaluated the effectiveness and cost-effectiveness of these strategies from the Chinese healthcare system perspective. Methods Network meta-analysis with non-proportional hazards was used to calculate the relative efficacy between interventions. A sequential model was developed to estimate costs and quality-adjusted life years (QALY) for treatment sequences with first-line platinum- and paclitaxel-based chemotherapy (SC) with or without nedaplatin, tislelizumab, camrelizumab, sintilimab, sugemalimab or pembrolizumab, followed by second-line docetaxel, tislelizumab or nivolumab. SC and docetaxel were used as comparators for first-line and second-line treatments, respectively. QALY and incremental cost-effectiveness ratio (ICER) were used to evaluate effectiveness and cost-effectiveness, respectively. Cost-effective threshold was set as USD 19,091. Subgroup analysis was conducted to determine the best first-line and second-line therapy. Results Pembrolizumab + SC, followed by docetaxel (PED) was the most effective treatment sequence. QALYs for patients received SC, nedaplatin + SC, tislelizumab + SC, sintilimab + SC, camrelizumab + SC, sugemalimab + SC, pembrolizumab + SC followed by docetaxel were 0.866, 0.906, 1.179, 1.266, 1.179, 1.266, 1.603, 1.721, 1.807; QALYs for SC, nedaplatin + SC followed by tislelizumab were 1.283, 1.301; QALYs for SC, nedaplatin + SC followed by nivolumab were 1.353, 1.389. Camrelizumab + SC, followed by docetaxel (CAD) was the most cost-effective. Compared to SC with or without nedaplatin, tislelizumab, or sintilimab followed by docetaxel, ICERs of CAD were USD 12,276, 13,210, 6,974, 9,421/QALY, respectively. Compared with nedaplatin or SC followed by tislelizumab, the ICERs of CAD were USD 4,183, 2,804/QALY; CAD was dominant compared with nedaplatin or SC followed by nivolumab; The ICER of sugemalimab + SC followed by docetaxel and PED were USD 522,023, 481,639/QALY compared with CAD. Pembrolizumab + SC and camrelizumab + SC were the most effective and cost-effective first-line options, respectively; tislelizumab was the most effective and cost-effective second-line therapy. Tislelizumab used in second-line was more effective than first-line, no significant differences between their cost-effectiveness. Sensitivity and scenario analysis confirmed robustness of the results. Conclusions PED and CAD are the most effective and cost-effective treatment sequence, respectively; pembrolizumab + SC and camrelizumab + SC are the most effective and cost-effective first-line choice, respectively; tislelizumab is the most effective and cost-effective second-line choice.
Collapse
Affiliation(s)
- Mingye Zhao
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China.,Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Taihang Shao
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China.,Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Zhuoyuan Chi
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China.,Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Wenxi Tang
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, Jiangsu, China.,Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, Jiangsu, China
| |
Collapse
|
7
|
Nisa MU, Farooq S, Ali S, Eachkoti R, Rehman MU, Hafiz S. Proteomics: A modern tool for identifying therapeutic targets in different types of carcinomas. Proteomics 2023. [DOI: 10.1016/b978-0-323-95072-5.00013-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2023]
|
8
|
Zhang W, Shang X, Liu N, Ma X, Yang R, Xia H, Zhang Y, Zheng Q, Wang X, Liu Y. ANK2 as a novel predictive biomarker for immune checkpoint inhibitors and its correlation with antitumor immunity in lung adenocarcinoma. BMC Pulm Med 2022; 22:483. [PMID: 36539782 PMCID: PMC9768990 DOI: 10.1186/s12890-022-02279-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Accepted: 12/07/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Immune checkpoint inhibitors (ICIs) have been shown to significantly improve the survival of patients with advanced lung adenocarcinoma (LUAD). However, only limited proportion of patients could benefit from ICIs. Novel biomarkers with strong predictability are needed for clinicians to maximize the efficacy of ICIs. Our study aimed to identify potential biomarkers predicting ICIs efficacy in LUAD. METHODS The Cancer Genome Atlas (TCGA) PanCancer Atlas studies in cBioportal were used to evaluate the mutation frequency of ANK2 across multiple cancers. Clinical and mutational data for LUAD from ICIs-treated cohorts (Hellmann et al. and Rizvi et al.) were collected to explore the correlation between ANK2 mutation and clinical outcomes. In addition, the relationship between ANK2 expression and clinical outcomes was analyzed using LUAD data from TCGA and Gene Expression Omnibus. Furthermore, the impact of ANK2 mutation and expression on the tumor immune microenvironment of LUAD was analyzed using TCGA and TISIDB databases. RESULTS Patients with ANK2 mutation benefited more from ICIs. In ICIs-treated cohort, prolonged progression-free survival (PFS) (median PFS: NR (not reached) vs. 5.42 months, HR (hazard ratio) 0.31, 95% CI 0.18-0.54; P = 0.0037), improved complete response rate (17.65% vs. 1.85%, P = 0.0402), and improved objective response rate (64.71% vs. 24.07%, P = 0.0033) were observed in LUAD patients with ANK2 mutation compared to their wild-type counterparts. Regarding ANK2 expression, it was observed that ANK2 expression was decreased in LUAD (P < 0.05) and a higher level of ANK2 expression was associated with longer overall survival (HR 0.69, 95% CI 0.52-0.92; P = 0.012) in TCGA LUAD cohort. Moreover, ANK2 mutation or higher ANK2 expression correlated with enhanced antitumor immunity and "hot" tumor microenvironment in LUAD, which could be potential mechanisms that ANK2 mutation facilitated ICIs therapy and patients with higher ANK2 expression survived longer. CONCLUSION Our findings suggest that ANK2 mutation or increased ANK2 expression may serve as a favorable biomarker for the efficacy of ICIs in patients with LUAD.
Collapse
Affiliation(s)
- Wengang Zhang
- grid.452402.50000 0004 1808 3430Department of Medical Oncology, Qilu Hospital of Shandong University, 107 Wenhuaxi Road, Jinan, 250012 Shandong China
| | - Xiaoling Shang
- grid.452402.50000 0004 1808 3430Department of Medical Oncology, Qilu Hospital of Shandong University, 107 Wenhuaxi Road, Jinan, 250012 Shandong China
| | - Ni Liu
- grid.452402.50000 0004 1808 3430Department of Medical Oncology, Qilu Hospital of Shandong University, 107 Wenhuaxi Road, Jinan, 250012 Shandong China
| | - Xinchun Ma
- grid.452402.50000 0004 1808 3430Department of Medical Oncology, Qilu Hospital of Shandong University, 107 Wenhuaxi Road, Jinan, 250012 Shandong China
| | - Rui Yang
- grid.452402.50000 0004 1808 3430Department of Medical Oncology, Qilu Hospital of Shandong University, 107 Wenhuaxi Road, Jinan, 250012 Shandong China
| | - Handai Xia
- grid.452402.50000 0004 1808 3430Department of Medical Oncology, Qilu Hospital of Shandong University, 107 Wenhuaxi Road, Jinan, 250012 Shandong China
| | - Yuqing Zhang
- grid.452402.50000 0004 1808 3430Department of Medical Oncology, Qilu Hospital of Shandong University, 107 Wenhuaxi Road, Jinan, 250012 Shandong China
| | - Qi Zheng
- grid.452402.50000 0004 1808 3430Department of Medical Oncology, Qilu Hospital of Shandong University, 107 Wenhuaxi Road, Jinan, 250012 Shandong China
| | - Xiuwen Wang
- grid.452402.50000 0004 1808 3430Department of Medical Oncology, Qilu Hospital of Shandong University, 107 Wenhuaxi Road, Jinan, 250012 Shandong China
| | - Yanguo Liu
- grid.452402.50000 0004 1808 3430Department of Medical Oncology, Qilu Hospital of Shandong University, 107 Wenhuaxi Road, Jinan, 250012 Shandong China
| |
Collapse
|
9
|
Zhao M, Shao T, Ren Y, Zhou C, Tang W. Identifying optimal PD-1/PD-L1 inhibitors in first-line treatment of patients with advanced squamous non-small cell lung cancer in China: Updated systematic review and network meta-analysis. Front Pharmacol 2022; 13:910656. [PMID: 36249794 PMCID: PMC9558711 DOI: 10.3389/fphar.2022.910656] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 09/13/2022] [Indexed: 11/16/2022] Open
Abstract
Objective: After Gemstone-302 was published in Lancet in January 2022, seven PD-(L)1 inhibitors launched or about to be launched in China, but there are no head-to-head RCTs reporting the comparative efficacy for squamous non-small cell lung cancer (sq-NSCLC). Therefore, we aimed to indirectly compare the efficacy of these treatments to provide evidence for clinical decision and Chinese national reimbursement drug listing. Methods: We collected phase III clinical trials targeted on stage IIIB–IV patients for first-line immunotherapy of sq-NSCLC by systematically searching databases. Relative effects of competing treatments were assessed by Bayesian network meta-analysis and non-parametric restricted mean survival time (RMST) model. Hazard ratio (HR), severe adverse events (SAEs, grade 3–5), progression-free survival (PFS) and overall survival (OS) years were the outcomes. Subgroup analysis was done according to PD-(L)1 expression, smoking, gender, Eastern Cooperative Oncology Group performance status, age and disease stage. Sensitivity analysis using the range of parameters distribution as well as different comparison methods was performed to test the robustness of the results. Results: A total of 7 clinical trials with 2,640 patients were included. For OS, the efficiency (HR, 95%CI) ranks from high to low were sugemalimab (0.48, 0.32–0.73), camrelizumab (0.55, 0.40–0.76), sintilimab (0.56, 0.35–0.90), pembrolizumab (0.71, 0.58–0.87) and atezolizumab (0.88, 0.73–1.05). For PFS, the efficiency ranks from high to low were sugemalimab (0.33, 0.24–0.45), camrelizumab (0.37, 0.30–0.46), tislelizumab (0.53, 0.36–0.79), sintilimab (0.54, 0.42–0.69), toripalimab (0.56, 0.38–0.83), pembrolizumab (0.57, 0.47–0.70) and atezolizumab (0.71, 0.59–0.85). Proportional hazard models and non-proportional hazard models showed consistent efficiency ranks. When extrapolated to long-term survival benefit, under non-proportional hazard ratio, sugemalimab achieved the highest PFS benefit (lifeyears, LYs) in 2 years (1.323), with camrelizumab (1.320), sintilimab (1.243), tislelizumab (1.189), pembrolizumab (0.990) and atezolizumab (0.947) ranking in order; Camrelizumab achieved the highest OS benefit (LYs) in 10 years (2.723), with atezolizumab (2.445) and pembrolizumab (2.397) ranking in order. RMST model showed similar results. In terms of safety, PD-(L)1 inhibitors increased the incidence of SAEs when combined with chemotherapy, sugemalimab and camrelizumab was the safest drugs. Conclusion: Sugemalimab is superior both in HR and long-term survival benefit for Chinese patients with advanced sq-NSCLC.
Collapse
Affiliation(s)
- Mingye Zhao
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China
| | - Taihang Shao
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China
| | - Yinan Ren
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China
| | - Caicun Zhou
- Shanghai Pulmonary Hospital, Tongji University, Shanghai, China
- *Correspondence: Wenxi Tang, ; Caicun Zhou,
| | - Wenxi Tang
- Department of Pharmacoeconomics, School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing, China
- Center for Pharmacoeconomics and Outcomes Research, China Pharmaceutical University, Nanjing, China
- *Correspondence: Wenxi Tang, ; Caicun Zhou,
| |
Collapse
|
10
|
Akgül S, Chan BA, Manders PM. Carboplatin dose calculations for patients with lung cancer: significant dose differences found depending on dosing equation choice. BMC Cancer 2022; 22:829. [PMID: 35906566 PMCID: PMC9338596 DOI: 10.1186/s12885-022-09885-7] [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: 04/01/2022] [Accepted: 07/01/2022] [Indexed: 11/23/2022] Open
Abstract
Background Carboplatin is the backbone cytotoxic agent for many chemotherapy regimens for lung cancer. Dosing of carboplatin is complicated due to its relationship to renal function and narrow therapeutic index. Overestimation of renal function may lead to supratherapeutic dosing and toxicity, while underestimation may lead to underdosing and therapeutic failure. Although the Modification of Diet in Renal Disease (MDRD) and the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) equations have higher accuracy in estimating glomerular filtration rate (eGFR), the Cockcroft Gault (CG) formula has been historically used for carboplatin dosing internationally. Methods We compared these formulae to identify patient profiles that were associated with significant carboplatin dose variation by retrospectively analysing the carboplatin dosing of 96 patients with lung cancer. Carboplatin doses were calculated using eGFR generated by MDRD, CKD-EPI 2009 and CKD-EPI 2021 equations. These three hypothetical doses were compared to actual CG-based doses prescribed. Results MDRD and CKD-EPI equations resulted in comparable carboplatin doses; however, CG doses diverged markedly with up to 17% of the patients receiving a carboplatin dose that was at least 20% higher than a non-CG formula would have predicted, and 20% received a dose that was at least 20% lower than a non-CG formula would have predicted. Our data suggest CG use overestimates kidney function in patients with a higher bodyweight and body surface area (BSA) while underestimating it in patients with a lower bodyweight and BSA. Importantly, we demonstrate potential real-world benefit as CKD-EPI predicted lower doses for patients whose (CG-derived) carboplatin dose was later reduced following clinical assessment prior to infusion. Conclusions We have therefore confirmed significant differences in carboplatin dosing depending on the equation used in our modern patient population and suggest that use of CKD-EPI provides the most clinically appropriate carboplatin dosing and should be implemented as the new standard of care internationally. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-022-09885-7.
Collapse
Affiliation(s)
- Seçkin Akgül
- School of Medicine and Dentistry, Griffith University, Gold Coast, 4215 QLD, Australia
| | - Bryan A Chan
- School of Medicine and Dentistry, Griffith University, Gold Coast, 4215 QLD, Australia.,Adem Crosby Cancer Centre, Sunshine Coast University Hospital, Birtinya, 4575 QLD, Australia
| | - Peter M Manders
- School of Medicine and Dentistry, Griffith University, Gold Coast, 4215 QLD, Australia. .,Adem Crosby Cancer Centre, Sunshine Coast University Hospital, Birtinya, 4575 QLD, Australia.
| |
Collapse
|
11
|
Chen Y, Nagaoka S, Katayose T, Sekine N. Safety and effectiveness of ramucirumab and docetaxel: a single-arm, prospective, multicenter, non-interventional, observational, post-marketing safety study of NSCLC in Japan. Expert Opin Drug Saf 2022; 21:691-698. [PMID: 34941463 DOI: 10.1080/14740338.2022.2023127] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 12/22/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND This study evaluated the safety and effectiveness of ramucirumab and docetaxel for non-small cell lung cancer (NSCLC) in real-world settings. RESEARCH DESIGN AND METHODS This single-arm, prospective, multicenter, non-interventional, post-marketing study was conducted in Japan between August 2016 and January 2020. Patients diagnosed with unresectable advanced/recurrent NSCLC were eligible for study inclusion. Data on adverse events (AEs) and survival were collected electronically. RESULTS Of 401 enrolled patients, 398 were eligible for study inclusion. Most patients were male (68.6%) with a median age of 67.0 years. Patients were predominantly diagnosed with adenocarcinoma (78.1%) or squamous cell carcinoma (16.6%); 46.2% received prior treatment with bevacizumab and 38.7% with immune-checkpoint inhibitors. AEs (any grade) were observed in 323 patients (81.2%; grade ≥ 3: n = 174, 43.7%). The most common AEs (any grade) were malaise (14.3%), decreased appetite (13.0%), and neutrophil count decrease (11.6%). At 12 months from treatment commencement, 93.2% of patients had discontinued, mostly due to progressive disease (53.4%) or AEs (28.3%). The 12-month survival rate was 56.7% (95% confidence interval: 51.5-61.8). CONCLUSIONS Data from real-world settings demonstrate ramucirumab and docetaxel treatment appears to be tolerable and effective in Japanese patients regardless of patient baseline characteristics and prior treatment.
Collapse
Affiliation(s)
| | - Soshi Nagaoka
- Japan Drug Development and Medical Affairs, Eli Lilly Japan K.K., Kobe, Japan
| | - Taeko Katayose
- Global Patient Safety and Solutions, Eli Lilly Japan K.K., Kobe, Japan
| | - Nobuyuki Sekine
- Oncology, Japan Drug Development and Medical Affairs, Eli Lilly Japan K.K., Kobe, Japan
| |
Collapse
|
12
|
Modeling of Tumor Growth with Input from Patient-Specific Metabolomic Data. Ann Biomed Eng 2022; 50:314-329. [PMID: 35083584 PMCID: PMC9743982 DOI: 10.1007/s10439-022-02904-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2021] [Accepted: 01/01/2022] [Indexed: 12/15/2022]
Abstract
Advances in omic technologies have provided insight into cancer progression and treatment response. However, the nonlinear characteristics of cancer growth present a challenge to bridge from the molecular- to the tissue-scale, as tumor behavior cannot be encapsulated by the sum of the individual molecular details gleaned experimentally. Mathematical modeling and computational simulation have been traditionally employed to facilitate analysis of nonlinear systems. In this study, for the first time tumor metabolomic data are linked via mathematical modeling to the tumor tissue-scale behavior, showing the capability to mechanistically simulate cancer progression personalized to omic information obtainable from patient tumor core biopsy analysis. Generally, a higher degree of metabolic dysregulation has been correlated with more aggressive tumor behavior. Accordingly, key parameters influenced by metabolomic data in this model include tumor proliferation, vascularization, aggressiveness, lactic acid production, monocyte infiltration and macrophage polarization, and drug effect. The model enables evaluating interactions of interest between these parameters which drive tumor growth based on the metabolomic data. The results show that the model can group patients consistently with the clinically observed outcomes of response/non-response to chemotherapy. This modeling approach provides a first step towards evaluation of tumor growth based on tumor-specific metabolomic data.
Collapse
|
13
|
Ei ZZ, Choochuay K, Tubsuwan A, Pinkaew D, Suksomtip M, Vinayanuwattikun C, Chanvorachote P, Chunhacha P. GRP78/BiP determines senescence evasion cell fate after cisplatin-based chemotherapy. Sci Rep 2021; 11:22448. [PMID: 34789798 PMCID: PMC8599848 DOI: 10.1038/s41598-021-01540-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Accepted: 10/27/2021] [Indexed: 12/29/2022] Open
Abstract
Cisplatin (CDDP) induces senescence characterized by senescence-associated secretory phenotypes (SASP) and the unfolded protein response (UPR). In this study, we investigated the proteins related to the UPR during the senescence cell fate. Strikingly, we found that one of the critical ER-resident proteins, GRP78/BiP, was significantly altered. Here we show that GRP78 levels differentially expressed depending on non-small lung cancer subtypes. GRP78 indeed regulates the evasion of senescence in adenocarcinoma A549 cells, in which the increased GRP78 levels enable them to re-proliferate after CDDP removal. Conversely, GRP78 is downregulated in the senescence H460 cells, making them lacking senescence evasion capability. We observed that the translational regulation critically contributed to the GRP78 protein levels in CDDP-induces senescence. Furthermore, the increased GRP78 level during senescence confers resistance to senolytic drug, Bortezomib, as observed by a twofold increase in IC50 in A549 senescence cells compared to the wild-type. This observation is also consistent in the cells that have undergone genetic manipulation by transfection with pcDNA3.1(+)-GRP78/BiP plasmids and pSpCas9(BB)-2A-Puro containing guide RNA sequence targeting GRP78 exon 3 to induce the overexpression and downregulation of GRP78 in H460 cells, respectively. Our findings reveal a unique role of GRP78 on the senescence evasion cell fate and senolytic drug resistance after cisplatin-based chemotherapy.
Collapse
Affiliation(s)
- Zin Zin Ei
- Department of Biochemistry and Microbiology, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Bangkok, Thailand
| | - Kanuengnit Choochuay
- Drugs and Cosmetic Excellence Center, Walailak University, Nakhon Si Thammarat, Thailand.,School of Pharmacy, Walailak University, Nakhon Si Thammarat, Thailand
| | - Alisa Tubsuwan
- Thalassemia Research Centre, Institute of Molecular Biosciences, Mahidol University, Nakornpathom, Thailand
| | - Decha Pinkaew
- Division of Cardiology, Department of Medicine, University of Washington, Seattle, WA, 98109, USA
| | - Maneewan Suksomtip
- Department of Biochemistry and Microbiology, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Bangkok, Thailand
| | - Chanida Vinayanuwattikun
- Division of Medical Oncology, Department of Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Pithi Chanvorachote
- Department of Pharmacology and Physiology, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Bangkok, Thailand
| | - Preedakorn Chunhacha
- Department of Biochemistry and Microbiology, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Bangkok, Thailand. .,Preclinical Toxicity and Efficacy Assessment of Medicines and Chemicals Research Clusters, Chulalongkorn University, Bangkok, Thailand.
| |
Collapse
|
14
|
Shen PW, Ho CT, Hsiao SH, Chou YT, Chang YC, Liu JJ. Disruption of Cytosolic Folate Integrity Aggravates Resistance to Epidermal Growth Factor Receptor Tyrosine Kinase Inhibitors and Modulates Metastatic Properties in Non-Small-Cell Lung Cancer Cells. Int J Mol Sci 2021; 22:ijms22168838. [PMID: 34445544 PMCID: PMC8396212 DOI: 10.3390/ijms22168838] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Revised: 07/29/2021] [Accepted: 08/13/2021] [Indexed: 01/04/2023] Open
Abstract
Patients with advanced-stage non-small-cell lung cancer (NSCLC) are susceptible to malnutrition and develop folate deficiency (FD). We previously found that folate deprivation induces drug resistance in hepatocellular carcinoma; here, we assessed whether disrupted cytoplasmic folate metabolism could mimic FD-induced metastasis and affect the sensitivity of NSCLC cells to epidermal growth factor receptor tyrosine kinase inhibitors (EGFR-TKIs). We examined whether cytosolic folate metabolism in NSCLC cells was disrupted by FD or the folate metabolism blocker pemetrexed for 1–4 weeks. Our results revealed an increase in NF-κB overexpression–mediated epithelial-mesenchymal transition biomarkers: N-cadherin, vimentin, matrix metalloproteinases (MMPs), SOX9, and SLUG. This finding suggests that the disruption of folate metabolism can drastically enhance the metastatic properties of NSCLC cells. Cytosolic FD also affected EGFR-TKI cytotoxicity toward NSCLC cells. Because SLUG and N-cadherin are resistance effectors against gefitinib, the effects of SLUG knockdown in folate antagonist–treated CL1-0 cells were evaluated. SLUG knockdown prevented SLUG/NF-κB/SOX9-mediated invasiveness and erlotinib resistance acquisition and significantly reduced pemetrexed-induced gelatinase activity and MMP gene expression. To summarize, our data reveal two unprecedented adverse effects of folate metabolism disruption in NSCLC cells. Thus, the folic acid status of patients with NSCLC under treatment can considerably influence their prognosis.
Collapse
Affiliation(s)
- Po-Wen Shen
- Program in Molecular Medicine, National Yang Ming Chiao Tung University and Academia Sinica, Taipei 112, Taiwan;
- Institute of Biomedical Sciences, Academia Sinica, Taipei 115, Taiwan;
| | - Chun-Te Ho
- Graduate Institute of Medical Sciences, College of Medicine, Taipei Medical University, Taipei 110, Taiwan;
| | - Shih-Hsin Hsiao
- Division of Pulmonary Medicine, Department of Internal Medicine, Taipei Medical University Hospital, Taipei 110, Taiwan;
| | - Yu-Ting Chou
- Department of Life Science, National Tsing Hua University, Hsinchu 300, Taiwan;
| | - Yi-Cheng Chang
- Institute of Biomedical Sciences, Academia Sinica, Taipei 115, Taiwan;
- Department of Internal Medicine, National Taiwan University Hospital, Taipei 110, Taiwan
- Graduate Institute of Medical Genomics and Proteomics, National Taiwan University, Taipei 110, Taiwan
| | - Jun-Jen Liu
- School of Medical Laboratory Science and Biotechnology, Taipei Medical University, Taipei 110, Taiwan
- Ph.D. Program in Medical Biotechnology, Taipei Medical University, Taipei 110, Taiwan
- Ph.D. Program in Biotechnology Research and Development, Taipei Medical University, Taipei 110, Taiwan
- Correspondence: ; Tel.: +886-2-27361661
| |
Collapse
|
15
|
Stenehjem D, Lubinga S, Betts KA, Tang W, Jenkins M, Yuan Y, Hartman J, Rao S, Lam J, Waterhouse D. Treatment patterns in patients with metastatic non-small-cell lung cancer in the era of immunotherapy. Future Oncol 2021; 17:2940-2949. [PMID: 33849296 DOI: 10.2217/fon-2021-0230] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Background: Chemotherapy (CT) alone was previously standard first-line (1L) therapy for metastatic non-small-cell lung cancer (NSCLC) but alternative treatments, including immunotherapy (I-O), are now available. Patients & methods: In this retrospective study, adults with stage IV NSCLC who initiated 1L treatment between 1 August 2018 and 31 December 2019 and had ≥2 visits were identified in the Flatiron database. Patients were followed up until 30 June 2020. Baseline characteristics and treatment patterns were described by treatment group: CT, I-O + CT, I-O monotherapy and other. Results: Approximately 20% of patients received 1L CT in the 2018-2019 timeframe studied; these patients tended to have squamous histology and low (≤49%) programmed death ligand-1 expression. Conclusion: A proportion of patients with metastatic NSCLC still receive 1L CT despite the availability and widespread use of I-O therapies.
Collapse
Affiliation(s)
- David Stenehjem
- Department of Pharmacy Practice & Pharmaceutical Sciences, University of Minnesota, Minneapolis, MN 55812, USA
| | | | | | - Wenxi Tang
- Analysis Group, Los Angeles, CA 90071, USA
| | | | - Yong Yuan
- Bristol Myers Squibb, Lawrenceville, NJ 08540, USA
| | - John Hartman
- Bristol Myers Squibb, Lawrenceville, NJ 08540, USA
| | - Sumati Rao
- Bristol Myers Squibb, Lawrenceville, NJ 08540, USA
| | - Jenny Lam
- Bristol Myers Squibb, Lawrenceville, NJ 08540, USA
| | | |
Collapse
|
16
|
Hwang SR, Sawatsky AP. 48-Year-Old Woman With Dyspnea and Chest Pain. Mayo Clin Proc 2021; 96:1041-1046. [PMID: 33714593 DOI: 10.1016/j.mayocp.2020.07.045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 06/30/2020] [Accepted: 07/24/2020] [Indexed: 10/21/2022]
Affiliation(s)
- Steven R Hwang
- Resident in Internal Medicine, Mayo Clinic School of Graduate Medical Education, Rochester, MN
| | - Adam P Sawatsky
- Advisor to resident and Consultant in General Internal Medicine, Mayo Clinic, Rochester, MN.
| |
Collapse
|
17
|
Siemanowski J, Heydt C, Merkelbach-Bruse S. Predictive molecular pathology of lung cancer in Germany with focus on gene fusion testing: Methods and quality assurance. Cancer Cytopathol 2021; 128:611-621. [PMID: 32885916 DOI: 10.1002/cncy.22293] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Revised: 04/29/2020] [Accepted: 05/04/2020] [Indexed: 12/18/2022]
Abstract
Predictive molecular testing has become an important part of the diagnosis of any patient with lung cancer. Using reliable methods to ensure timely and accurate results is inevitable for guiding treatment decisions. In the past few years, parallel sequencing has been established for mutation testing, and its use is currently broadened for the detection of other genetic alterations, such as gene fusion and copy number variations. In addition, conventional methods such as immunohistochemistry and in situ hybridization are still being used, either for formalin-fixed, paraffin-embedded tissue or for cytological specimens. For the development and broad implementation of such complex technologies, interdisciplinary and regional networks are needed. The Network Genomic Medicine (NGM) has served as a model of centralized testing and decentralized treatment of patients and incorporates all German comprehensive cancer centers. Internal quality control, laboratory accreditation, and participation in external quality assessment is mandatory for the delivery of reliable results. Here, we provide a summary of current technologies used to identify patients who have lung cancer with gene fusions, briefly describe the structures of NGM and the national NGM (nNGM), and provide recommendations for quality assurance.
Collapse
Affiliation(s)
- Janna Siemanowski
- Institute of Pathology, University Hospital Cologne, Cologne, Germany
| | - Carina Heydt
- Institute of Pathology, University Hospital Cologne, Cologne, Germany
| | | |
Collapse
|
18
|
Immune Therapy: What Can We Learn From Acquired Resistance? Lung Cancer 2021. [DOI: 10.1007/978-3-030-74028-3_5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
|
19
|
Otani S, Sasaki J, Nakahara Y, Fukui T, Igawa S, Naoki K, Bessho A, Hosokawa S, Fukamatsu N, Nakamura Y, Kasai T, Sugiyama T, Tokito T, Seki N, Hamada A, Okamoto H, Masuda N. Phase II study of amrubicin plus erlotinib in previously treated, advanced non-small cell lung cancer with wild-type epidermal growth factor receptor (TORG1320). Invest New Drugs 2020; 39:530-536. [PMID: 33159674 DOI: 10.1007/s10637-020-01031-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Accepted: 10/28/2020] [Indexed: 10/23/2022]
Abstract
Background Amrubicin (AMR) is a completely synthetic 9-aminoanthracycline and clinically active against non-small cell lung cancer (NSCLC). We conducted a phase I study of AMR and erlotinib (ERL) combination therapy in previously treated patients with advanced NSCLC and have already reported the safety and effectiveness. Methods We conducted a multi-center, single-arm phase II trial to evaluate the efficacy of AMR and ERL combination therapy in patients with previously treated, advanced NSCLC harboring wild-type EGFR, PS 0-1 and < 75 years of age. Patients were treated at 3-week intervals with AMR plus ERL. The primary endpoint was the PFS, and the secondary endpoints were the response rate (RR), disease control rate (DCR), overall survival (OS) and toxicity. The trough ERL concentration (Ctrough) was measured as an exploratory study to analyze the relationship between the efficacy/safety and pharmacokinetics. Results From June 2013 to July 2016, 25 patients were enrolled in this trial. The PFS according to the central test was 3.6 months (95% confidence interval 2.1-5.1). The RR and DCR were 24.0% and 64.0%, respectively. We had no treatment-related deaths in this study. Conclusions The PFS of AMR and ERL combination therapy was superior to that of AMR monotherapy in the historical setting, but the primary endpoint was not met in this trial. In our study, the pharmacokinetic analysis showed that the Ctrough of ERL was elevated with combination therapy. This combination therapy might be a viable treatment for previously treated NSCLC patients without a driver oncogene mutation. Clinical trial information UMIN 000010582.
Collapse
Affiliation(s)
- Sakiko Otani
- Department of Respiratory Medicine, Kitasato University School of Medicine, 1-15-1, Kitasato, Minami-ku, Sagamihara city, Kanagawa, 252-0375, Japan.
| | - Jiichiro Sasaki
- Research and Development Center for New Medical Frontiers, Kitasato University School of Medicine, 1-15-1, Kitasato, Minami-ku, Sagamihara city, Kanagawa, 252-0375, Japan
| | - Yoshiro Nakahara
- Department of Respiratory Medicine, Kitasato University School of Medicine, 1-15-1, Kitasato, Minami-ku, Sagamihara city, Kanagawa, 252-0375, Japan
| | - Tomoya Fukui
- Department of Respiratory Medicine, Kitasato University School of Medicine, 1-15-1, Kitasato, Minami-ku, Sagamihara city, Kanagawa, 252-0375, Japan
| | - Satoshi Igawa
- Department of Respiratory Medicine, Kitasato University School of Medicine, 1-15-1, Kitasato, Minami-ku, Sagamihara city, Kanagawa, 252-0375, Japan
| | - Katsuhiko Naoki
- Department of Respiratory Medicine, Kitasato University School of Medicine, 1-15-1, Kitasato, Minami-ku, Sagamihara city, Kanagawa, 252-0375, Japan
| | - Akihiro Bessho
- Department of Respiratory Medicine, Japanese Red Cross Okayama Hospital, 2-1-1, aoe,Kita-ku, Okayama-city, 700-8607, Japan
| | - Shinobu Hosokawa
- Department of Respiratory Medicine, Japanese Red Cross Okayama Hospital, 2-1-1, aoe,Kita-ku, Okayama-city, 700-8607, Japan
| | - Nobuaki Fukamatsu
- Department of Respiratory Medicine, Japanese Red Cross Okayama Hospital, 2-1-1, aoe,Kita-ku, Okayama-city, 700-8607, Japan
| | - Yukiko Nakamura
- Department of Respiratory Medicine and Medical Oncology, Yokohama Municipal Citizen's Hospital, 56, Okazawa-cho, Hodogaya-ku, Yokohama city, Kanagawa, 240-8555, Japan
| | - Takashi Kasai
- Division of Thoracic Oncology, Tochigi Cancer Center, 4-9-13, Yonan, Utsunomiya-city, Tochigi, 320-0834, Japan
| | - Tomohide Sugiyama
- Division of Thoracic Oncology, Tochigi Cancer Center, 4-9-13, Yonan, Utsunomiya-city, Tochigi, 320-0834, Japan
| | - Takaaki Tokito
- Division of Respirology, Neurology, and Rheumatology, Department ofInternal Medicine, Kurume University School of Medicine, 67, Asahimachi, Kurume-city, Fukuoka, 830-0011, Japan
| | - Nobuhiko Seki
- Division of Medical oncology, Department of Internal Medicine, Teikyo University School of Medicine, 2-11-1, Kaga, Itabashi-ku, Tokyo, 173-0014, Japan
| | - Akinobu Hamada
- Division of Molecular Pharmacology, National Cancer Center Research Institute, 5-1-1 Tsukiji, Chuo-ku, Tokyo, 104-0045, Japan
| | - Hiroaki Okamoto
- Department of Respiratory Medicine and Medical Oncology, Yokohama Municipal Citizen's Hospital, 56, Okazawa-cho, Hodogaya-ku, Yokohama city, Kanagawa, 240-8555, Japan
| | - Noriyuki Masuda
- Department of Respiratory Medicine, Kitasato University School of Medicine, 1-15-1, Kitasato, Minami-ku, Sagamihara city, Kanagawa, 252-0375, Japan
| |
Collapse
|
20
|
Hekler E, Tiro JA, Hunter CM, Nebeker C. Precision Health: The Role of the Social and Behavioral Sciences in Advancing the Vision. Ann Behav Med 2020; 54:805-826. [PMID: 32338719 PMCID: PMC7646154 DOI: 10.1093/abm/kaaa018] [Citation(s) in RCA: 75] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND In 2015, Collins and Varmus articulated a vision for precision medicine emphasizing molecular characterization of illness to identify actionable biomarkers to support individualized treatment. Researchers have argued for a broader conceptualization, precision health. Precision health is an ambitious conceptualization of health, which includes dynamic linkages between research and practice as well as medicine, population health, and public health. The goal is a unified approach to match a full range of promotion, prevention, diagnostic, and treatment interventions to fundamental and actionable determinants of health; to not just address symptoms, but to directly target genetic, biological, environmental, and social and behavioral determinants of health. PURPOSE The purpose of this paper is to elucidate the role of social and behavioral sciences within precision health. MAIN BODY Recent technologies, research frameworks, and methods are enabling new approaches to measure, intervene, and conduct social and behavioral science research. These approaches support three opportunities in precision health that the social and behavioral sciences could colead including: (a) developing interventions that continuously "tune" to each person's evolving needs; (b) enhancing and accelerating links between research and practice; and (c) studying mechanisms of change in real-world contexts. There are three challenges for precision health: (a) methods of knowledge organization and curation; (b) ethical conduct of research; and (c) equitable implementation of precision health. CONCLUSIONS Precision health requires active coleadership from social and behavioral scientists. Prior work and evidence firmly demonstrate why the social and behavioral sciences should colead with regard to three opportunity and three challenge areas.
Collapse
Affiliation(s)
- Eric Hekler
- Department of Family Medicine and Public Health, School of Medicine, UC San Diego, La Jolla, CA, USA
- Center for Wireless and Population Health Systems, Qualcomm Institute, UC San Diego, La Jolla, CA, USA
- Design Lab, UC San Diego, La Jolla, CA, USA
| | - Jasmin A Tiro
- Department of Population and Data Sciences, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Harold C. Simmons Comprehensive Cancer Center, Dallas, TX, USA
| | - Christine M Hunter
- Office of Behavioral and Social Sciences Research, National Institutes of Health, Bethesda, MD, USA
| | - Camille Nebeker
- Department of Family Medicine and Public Health, School of Medicine, UC San Diego, La Jolla, CA, USA
- Center for Wireless and Population Health Systems, Qualcomm Institute, UC San Diego, La Jolla, CA, USA
- Design Lab, UC San Diego, La Jolla, CA, USA
| |
Collapse
|
21
|
Seung SJ, Hurry M, Walton RN, Evans WK. Real-world treatment patterns and survival in stage IV non-small-cell lung cancer in Canada. Curr Oncol 2020; 27:e361-e367. [PMID: 32905294 PMCID: PMC7467785 DOI: 10.3747/co.27.6049] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Background Almost half of all patients with non-small-cell lung cancer (nsclc) present with stage iv disease. The objective of the present study was to characterize treatment patterns and survival outcomes in patients with advanced nsclc. Methods We conducted a longitudinal population-level study in patients diagnosed with stage iv nsclc in Ontario between 1 April 2010 and 31 March 2015, with follow-up to 31 March 2017 for overall survival and treatment sequence. Patients were stratified as nonsquamous or squamous histology. A sub-analysis was conducted for patients with nonsquamous histology who received targeted therapies, on the assumption that their tumours were EGFR mutation-positive (EGFRm+). Treatment patterns were determined, and survival was calculated from date of diagnosis to death or censoring. Results Of 24,729 nsclc cases identified, stage iv disease was diagnosed in 49.2%, histology was nonsquamous in 10,103, and EGFRm+ was assumed in 508. Median patient age ranged from 69 to 72 years for the three cohorts. For patients with nonsquamous histology, palliative radiotherapy was the most frequently used first-line treatment (44.4%), followed by no treatment (26.7%) and chemotherapy (14.9%). In the EGFRm+ cohort, 75.6% received gefitinib as first- or second-line therapy, and almost half (47.4%) the 473 patients with squamous histology treated with first-line chemotherapy received cisplatin or carboplatin with gemcitabine. Median overall survival in the nonsquamous and squamous cohorts was 4.9 and 4.6 months respectively; it was 17.6 months for patients who were EGFRm+. Conclusions Survival of patients with stage iv nsclc remains poor, with the exception of patients who are EGFRm+. Only 14.9% of patients received first-line chemotherapy; the mainstay of treatment was palliative radiotherapy.
Collapse
Affiliation(s)
- S J Seung
- hope Research Centre, Sunnybrook Research Institute, Toronto, ON
| | - M Hurry
- AstraZeneca Canada Inc., Mississauga, ON
| | - R N Walton
- AstraZeneca Canada Inc., Mississauga, ON
| | - W K Evans
- McMaster University, Department of Oncology, Division of Medical Oncology, Hamilton, ON
| |
Collapse
|
22
|
Zhu Y, Liu WW, Wu Q, Yao JH, Zhou ZG, Yang Y. Clinical and molecular characteristics of secondary breast metastases from primary lung cancer: a study of 22 Chinese cases. INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL PATHOLOGY 2020; 13:1880-1885. [PMID: 32782718 PMCID: PMC7414484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 06/11/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND To analyze the clinical and molecular characteristics, as well as pathologic diagnosis and treatment of lung tumors that spread to the breast in 22 Chinese patients. MATERIALS AND METHODS A systematic literature search of PubMed, Embase, ScienceDirect, Chinese National Knowledge Infrastructure (CNKI), Chinese Science and Technology Journal Database and Wanfang Databases was conducted to identify the related studies published before March 31, 2020. A case of a 64-year-old man who underwent pneumonectomy and who was eventually diagnosed with a breast lump 5 years after surgery at our hospital, was also included in the present study. We analyzed the clinical and immunohistochemical characteristics from these case reports. RESULTS The analysis totally incorporates 21 case reports and our own case, covering 22 subjects. Among all cases we found 11 adenocarcinomas, 7 small-cell carcinomas, and 4 squamous carcinomas. In addition, most of metastatic breast masses were located below or near the nipple, rather than in the outer quadrant. The results of immunohistochemistry mostly showed triple negative breast cancers. CONCLUSION A lung cancer patient with a breast tumor should suggest the possibility of metastasis. It is extremely difficult to distinguish secondary breast cancer from primary simply through medical observation and pathologic testing. Additional immunohistochemical examinations are necessary to avoid delays in diagnosis and treatment.
Collapse
Affiliation(s)
- Yue Zhu
- Department of Medical Oncology, The First Affiliated Hospital of Bengbu Medical CollegeBengbu 233004, Anhui, People’s Republic of China
| | - Wei-Wei Liu
- Department of Otolaryngology, The First Affiliated Hospital of Bengbu Medical CollegeBengbu 233004, Anhui, People’s Republic of China
| | - Qiong Wu
- Department of Pathology, The First Affiliated Hospital of Bengbu Medical CollegeBengbu 233004, Anhui, People’s Republic of China
| | - Jing-Hao Yao
- Department of Medical Oncology, The First Affiliated Hospital of Bengbu Medical CollegeBengbu 233004, Anhui, People’s Republic of China
| | - Zheng-Guang Zhou
- Department of Medical Oncology, The First Affiliated Hospital of Bengbu Medical CollegeBengbu 233004, Anhui, People’s Republic of China
| | - Yan Yang
- Department of Medical Oncology, The First Affiliated Hospital of Bengbu Medical CollegeBengbu 233004, Anhui, People’s Republic of China
| |
Collapse
|
23
|
Loong HH, Wong CKH, Leung LKS, Dhankhar P, Insinga RP, Chandwani S, Hsu DC, Lee MYK, Huang M, Pellissier J, Rai A, Achra M, Tan SC. Cost Effectiveness of PD-L1-Based Test-and-Treat Strategy with Pembrolizumab as the First-Line Treatment for Metastatic NSCLC in Hong Kong. PHARMACOECONOMICS - OPEN 2020; 4:235-247. [PMID: 31531842 PMCID: PMC7248157 DOI: 10.1007/s41669-019-00178-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
BACKGROUND Pembrolizumab, a monoclonal antibody against programmed death ligand 1 (PD-L1), is approved by several regulatory agencies for first-line treatment of metastatic non-small-cell lung cancer (NSCLC) with a PD-L1 tumor proportion score (TPS) ≥ 50% and no epidermal growth factor receptor (EGFR) or anaplastic lymphoma kinase genomic tumor aberrations. This study was conducted from the perspective of the Hospital Authority in Hong Kong and aimed to evaluate the cost effectiveness of a biomarker (PD-L1) test-and-treat strategy (BTS), in which patients with a TPS ≥ 50% received pembrolizumab and other patients received platinum doublet chemotherapy versus all patients receiving platinum doublet chemotherapy. METHODS The model used a partitioned survival approach to estimate the incremental cost-effectiveness ratio (ICER) expressed as the cost per quality-adjusted life-year (QALY) gained. The clinical efficacy, utility and safety data were derived from the KN024 trial. Costs and health outcomes were projected over a 10-year time horizon and discounted at 3% per year. Costs for drug acquisition, PD-L1 testing, drug administration and disease management were used. Sensitivity analyses were conducted to evaluate the robustness of results. RESULTS The BTS approach led to an increase of 0.29 QALYs at an additional cost of Hong Kong dollars (HK$) 249,077 (US$31,933) compared with platinum doublet chemotherapy, resulting in an ICER of HK$865,189 (US$110,922) per QALY gained. This is lower than the World Health Organization cost-effectiveness threshold of three times the 2016 gross domestic product (GDP) per capita for Hong Kong of HK$1017,819 (US$130,490). Probabilistic sensitivity analyses showed a 59.4% chance that the ICER would be below this threshold. CONCLUSION First-line treatment with pembrolizumab in a BTS to identify patients with NSCLC with PD-L1 TPS ≥ 50% can be considered cost effective in Hong Kong compared with platinum doublet chemotherapy based on a three-times GDP per capita threshold. However, local data on clinical efficacy and safety were not available to estimate overall survival (OS) and progression-free survival (PFS) specific to patients with NSCLC in Hong Kong. Further, uncertainty is inherent in the survival projections/extrapolation of PFS and OS beyond the trial period, and future research may help to further inform these parameters.
Collapse
Affiliation(s)
- Herbert H Loong
- Department of Clinical Oncology, State Key Laboratory in Oncology of South China, The Chinese University of Hong Kong, Hong Kong, Hong Kong
| | - Carlos K H Wong
- Department of Family Medicine and Primary Care, The University of Hong Kong, Hong Kong, Hong Kong
| | - Linda Kam Suet Leung
- Department of Clinical Oncology, State Key Laboratory in Oncology of South China, The Chinese University of Hong Kong, Hong Kong, Hong Kong
| | - Praveen Dhankhar
- Complete HEOR Solutions LLC, 1120 Welsh Road, Suite 205, North Wales, PA, 19454, USA
| | - Ralph P Insinga
- Merck Sharp and Dohme Corp, Center for Observational and Real-World Evidence, North Wales, PA, USA.
| | - Sheenu Chandwani
- Merck Sharp and Dohme Corp, Center for Observational and Real-World Evidence, North Wales, PA, USA
| | - Danny C Hsu
- Merck Sharp & Dohme (Asia) Ltd, Hong Kong, Hong Kong
| | - Mary Y K Lee
- Merck Sharp & Dohme (Asia) Ltd, Hong Kong, Hong Kong
| | - Min Huang
- Merck Sharp and Dohme Corp, Center for Observational and Real-World Evidence, North Wales, PA, USA
| | - James Pellissier
- Merck Sharp and Dohme Corp, Center for Observational and Real-World Evidence, North Wales, PA, USA
| | - Akanksha Rai
- Complete HEOR Solutions LLC, 1120 Welsh Road, Suite 205, North Wales, PA, 19454, USA
| | - Monika Achra
- Complete HEOR Solutions LLC, 1120 Welsh Road, Suite 205, North Wales, PA, 19454, USA
| | - Seng Chuen Tan
- Merck Sharp & Dohme (Asia Pacific), Singapore, Singapore
| |
Collapse
|
24
|
Manzo A, Carillio G, Montanino A, Sforza V, Palumbo G, Esposito G, Costanzo R, Sandomenico C, La Manna C, Martucci N, La Rocca A, De Luca G, Piccirillo MC, De Cecio R, Botti G, Totaro G, Muto P, Picone C, Normanno N, Morabito A. The safety of atezolizumab plus chemotherapy for the treatment of metastatic lung cancer. Expert Opin Drug Saf 2020; 19:775-783. [PMID: 32400223 DOI: 10.1080/14740338.2020.1767584] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
INTRODUCTION Atezolizumab is a humanized monoclonal antibody against PD-L1 capable of enhancing antitumor immune activity, with a demonstrated activity as single agent in patients with advanced non-small-cell lung cancer (NSCLC). AREAS COVERED This review summarizes the clinical data emerging from randomized clinical studies with atezolizumab in NSCLC and small-cell lung cancer (SCLC), focusing in particular on the efficacy and safety data regarding the combinations of atezolizumab plus chemotherapy in the IMpower studies. EXPERT OPINION A significant improvement in progression-free survival and in overall survival was observed in IMpower 130 and 150 (NSCLC non-squamous) and 133 (SCLC), with an acceptable safety profile. In particular, the most common immune-related adverse events were rash (18-28% of patients), hypothyroidism (8-15%), hepatitis (5-17%), pneumonitis (2-7%), and colitis (1.5-2.3%). The safety profile of atezolizumab in combination with chemotherapy was consistent with the known adverse events related to single-agent atezolizumab and no new adverse events were observed. Ongoing studies will evaluate the role of atezolizumab in other settings (adjuvant and neoadjuvant) and in combination with chemotherapy and radiotherapy for patients with locally advanced NSCLC and the role of predictive factors (B-FAST study).
Collapse
Affiliation(s)
- Anna Manzo
- Thoracic Medical Oncology, Istituto Nazionale Tumori, "Fondazione G.Pascale"-IRCCS , Napoli, Italy
| | - Guido Carillio
- Department of Oncology & Hematology, Azienda Ospedaliera Pugliese-Ciaccio , Catanzaro, Italy
| | - Agnese Montanino
- Thoracic Medical Oncology, Istituto Nazionale Tumori, "Fondazione G.Pascale"-IRCCS , Napoli, Italy
| | - Vincenzo Sforza
- Thoracic Medical Oncology, Istituto Nazionale Tumori, "Fondazione G.Pascale"-IRCCS , Napoli, Italy
| | | | - Giovanna Esposito
- Thoracic Medical Oncology, Istituto Nazionale Tumori, "Fondazione G.Pascale"-IRCCS , Napoli, Italy
| | - Raffaele Costanzo
- Thoracic Medical Oncology, Istituto Nazionale Tumori, "Fondazione G.Pascale"-IRCCS , Napoli, Italy
| | - Claudia Sandomenico
- Thoracic Medical Oncology, Istituto Nazionale Tumori, "Fondazione G.Pascale"-IRCCS , Napoli, Italy
| | - Carmine La Manna
- Thoracic Surgery, Istituto Nazionale Tumori, "Fondazione G.Pascale" - IRCCS , Napoli, Italy
| | - Nicola Martucci
- Thoracic Surgery, Istituto Nazionale Tumori, "Fondazione G.Pascale" - IRCCS , Napoli, Italy
| | - Antonello La Rocca
- Thoracic Surgery, Istituto Nazionale Tumori, "Fondazione G.Pascale" - IRCCS , Napoli, Italy
| | - Giuseppe De Luca
- Thoracic Surgery, Istituto Nazionale Tumori, "Fondazione G.Pascale" - IRCCS , Napoli, Italy
| | | | - Rossella De Cecio
- Pathology, Istituto Nazionale Tumori, "Fondazione G.Pascale" - IRCCS , Napoli, Italy
| | - Gerardo Botti
- Scientific Directorate, Istituto Nazionale Tumori, "Fondazione G. Pascale" - IRCCS , Naples, Italy
| | - Giuseppe Totaro
- Radiotherapy, Istituto Nazionale Tumori "Fondazione G. Pascale", IRCCS , Naples, Italy
| | - Paolo Muto
- Radiotherapy, Istituto Nazionale Tumori "Fondazione G. Pascale", IRCCS , Naples, Italy
| | - Carmine Picone
- Radiology, Istituto Nazionale Tumori, "Fondazione G.Pascale" - IRCCS , Napoli, Italy
| | - Nicola Normanno
- Cell Biology and Biotherapy, Istituto Nazionale Tumori, "Fondazione G.Pascale" - IRCCS , Napoli, Italy
| | - Alessandro Morabito
- Thoracic Medical Oncology, Istituto Nazionale Tumori, "Fondazione G.Pascale"-IRCCS , Napoli, Italy
| |
Collapse
|
25
|
Pharmacokinetic/Pharmacodynamics Modeling of Drug-Loaded PLGA Nanoparticles Targeting Heterogeneously Vascularized Tumor Tissue. Pharm Res 2019; 36:185. [PMID: 31773287 DOI: 10.1007/s11095-019-2721-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Accepted: 10/14/2019] [Indexed: 12/24/2022]
Abstract
PURPOSE Nanoparticle-mediated drug delivery and efficacy for cancer applications depends on systemic as well as local microenvironment characteristics. Here, a novel coupling of a nanoparticle (NP) kinetic model with a drug pharmacokinetic/pharmacodynamics model evaluates efficacy of cisplatin-loaded poly lactic-co-glycolic acid (PLGA) NPs in heterogeneously vascularized tumor tissue. METHODS Tumor lesions are modeled with various levels of vascular heterogeneity, as would be encountered with different types of tumors. The magnitude of the extracellular to cytosolic NP transport is varied to assess tumor-dependent cellular uptake. NP aggregation is simulated to evaluate its effects on drug distribution and tumor response. RESULTS Cisplatin-loaded PLGA NPs are most effective in decreasing tumor size in the case of high vascular-induced heterogeneity, a high NP cytosolic transfer coefficient, and no NP aggregation. Depending on the level of tissue heterogeneity, NP cytosolic transfer and drug half-life, NP aggregation yielding only extracellular drug release could be more effective than unaggregated NPs uptaken by cells and releasing drug both extra- and intra-cellularly. CONCLUSIONS Model-based customization of PLGA NP and drug design parameters, including cellular uptake and aggregation, tailored to patient tumor tissue characteristics such as proportion of viable tissue and vascular heterogeneity, could help optimize the NP-mediated tumor drug response.
Collapse
|
26
|
Comparison of Clinical Characteristics and Outcomes in Relapsed Versus De Novo Metastatic Non-Small Cell Lung Cancer. Am J Clin Oncol 2019; 42:75-81. [PMID: 30211724 DOI: 10.1097/coc.0000000000000483] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
OBJECTIVES To compare the clinical characteristics and outcomes between relapsed and de novo metastatic non-small cell lung cancer (NSCLC). MATERIALS AND METHODS We reviewed all NSCLC diagnoses between January 1999 and December 2013 in the institutional Glans-Look Lung Cancer Database, which contains demographic, clinical, pathologic, treatment, and outcome information. Patients with distant metastasis at diagnosis (American Joint Committee on Cancer [AJCC] eighth edition, stage IV), the "de novo" cohort, were compared with the "relapsed" cohort, consisting of patients diagnosed with early stage disease (stage I/II) undergoing curative intent treatment and subsequently experiencing metastatic relapse. Survival analysis, along with univariate and multivariable analysis was performed. RESULTS A total of 185 relapsed and 3039 de novo patients were identified. Significantly different patterns of smoking history, histology, systemic therapy use, and disease extent were observed between the relapsed and de novo cohorts. Median overall survival from time of metastasis was significantly longer in relapsed than in de novo disease (8.9 vs. 3.7 mo, P<0.001). Relapsed patients demonstrated significant improvements in outcomes over time. In multivariate analysis, de novo metastatic disease continued to bode a worse prognosis (adjusted hazard ratio [HR], 1.4) as did male sex (HR, 1.2), never-smoking history (HR, 1.2), and presence of extrapulmonary metastases (HR, 1.3). Systemic therapy receipt conferred better outcome (HR, 0.4), although the impact of relapsed versus de novo disease on outcomes persisted regardless of systemic therapy receipt. CONCLUSIONS Relapsed and de novo patients represent significantly different subpopulations within metastatic NSCLC with the latter exhibiting poorer survival. This information facilitates discussions about prognosis with patients and supports screening initiatives aimed at reducing de novo disease.
Collapse
|
27
|
Formulation and Characterization of Spray-Dried Powders Containing Vincristine-Liposomes for Pulmonary Delivery and Its Pharmacokinetic Evaluation From In Vitro and In Vivo. J Pharm Sci 2019; 108:3348-3358. [DOI: 10.1016/j.xphs.2019.05.009] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Revised: 05/01/2019] [Accepted: 05/09/2019] [Indexed: 02/04/2023]
|
28
|
Zhang Z, Zhao Y, Lu F, Hou X, Ma Y, Luo F, Zeng K, Zhao S, Zhang Y, Zhou T, Yang Y, Fang W, Huang Y, Zhang L, Zhao H. Multi-targeted tyrosine kinase inhibitors as third-line regimen in advanced non-small cell lung cancer: a network meta-analysis. ANNALS OF TRANSLATIONAL MEDICINE 2019; 7:452. [PMID: 31700888 DOI: 10.21037/atm.2019.08.51] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Background Four multi-targeted tyrosine kinase inhibitors (TKIs) including apatinib, anlotinib, fruquintinib and lenvatinib are currently available as third-line regimen for advanced non-small cell lung cancer (NSCLC) patients who failed at least two lines of systemic therapy. Limited evidence was provided to demonstrate the general efficacy and safety profile of these drugs as third-line treatment approach for NSCLC. Methods Eligible literature was searched from electronic database. Data of objective response rate (ORR), disease control rate (DCR), progression-free survival (PFS), overall survival (OS), treatment related adverse event (TRAE), treatment related adverse event grade 3-5 (TRAE3-5), hypertension, proteinuria, hand-foot skin reaction (HFSR), elevated ALT/AST, nausea and vomiting, diarrhea were synthetically extracted. Multiple-treatments comparisons (MTCs) based on a Bayesian consistency model integrated the efficacy and toxicity outcomes. Rank probabilities of each regimen were assessed and clustered by the surface under the cumulative ranking curve. Results Five phase II/III randomized trials involving 915 advanced NSCLC patients were enrolled. MTCs showed that four multi-targeted TKIs shared equivalent efficacy in terms of outcome measures, of which anlotinib stood out in ORR (OR =39.26; 95% CI: 2.36-2,748.06), DCR (OR =8.69; 95% CI: 1.70-50.18) and PFS (HR =0.27; 95% CI: 0.10-0.78) when compared with placebo plus BSC. No significantly differences were observed among these TKIs and placebo with respect to OS, TRAE and TRAE 3-5. Fruquintinib and lenvatinib may relate to high rate of HFSR while anlotinib may relate to hypertension. Conclusions Multi-targeted TKIs (apatinib, anlotinib, fruquintinib and lenvatinib) with acceptable efficacy and safety profile were options for advanced NSCLC in third-line setting.
Collapse
Affiliation(s)
- Zhonghan Zhang
- Department of Medical Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Yuanyuan Zhao
- Department of Medical Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Feiteng Lu
- Department of Medical Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Xue Hou
- Department of Medical Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Yuxiang Ma
- Department of Clinical Research, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Fan Luo
- Department of Medical Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Kangmei Zeng
- Department of Medical Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Shen Zhao
- Department of Medical Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Yaxiong Zhang
- Department of Medical Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Ting Zhou
- Department of Medical Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Yunpeng Yang
- Department of Medical Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Wenfeng Fang
- Department of Medical Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Yan Huang
- Department of Medical Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Li Zhang
- Department of Medical Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Hongyun Zhao
- Department of Clinical Research, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| |
Collapse
|
29
|
Treatment Decisions for Advanced Non-Squamous Non-Small Cell Lung Cancer: Patient and Physician Perspectives on Maintenance Therapy. PATIENT-PATIENT CENTERED OUTCOMES RESEARCH 2019; 12:223-233. [PMID: 30128728 PMCID: PMC6397138 DOI: 10.1007/s40271-018-0327-3] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Introduction Advanced non-small cell lung cancer (NSCLC) is a severe disease with burdensome symptoms and traditionally poor outcomes. The treatment of advance disease is based on chemotherapy, with the recent addition of immunotherapy. Patients who respond to initial treatment can opt to receive maintenance therapy (MT). It is important to understand why patients with advanced NSCLC choose to accept or refuse therapy, and how physician recommendations play into this decision-making process. This study characterized patient and physician decision-making regarding treatment for patients with advanced non-squamous NSCLC in the USA using the example of MT. Methods and Materials This study employed multiple approaches: patient interviews, a patient survey, and a physician survey. Qualitative interviews were conducted among patients who had been offered MT to identify factors influencing treatment decision-making. The patient survey explored the decision-making process and quantified challenges and motivators for receiving MT. The physician survey included a discrete choice experiment to understand the relationship between physician treatment recommendations and patient characteristics. Results Interviewed patients (n = 10) were motivated to receive MT in the hope of extending their lives and being proactive against their cancer, and they anticipated reduced adverse effects compared with first-line therapy. Surveyed patients (n = 77) described several deterrents to receiving therapy; the most prominent was severity of adverse effects, which was an influencing factor for 34% of patients. The major motivator for receiving therapy was the potential to extend life, which influenced 97% of patients. A total of 100 oncologists participated in the physician survey. Patients’ lack of treatment motivation/inconvenience, disease progression, presence of severe renal co-morbidities, and older age decreased the likelihood of physicians recommending the use of MT. Conclusion This study identified challenges and motivators influencing advanced NSCLC patients’ decisions to accept or refuse therapy, as well as patient and disease characteristics associated with physician’s treatment recommendations for MT. Electronic supplementary material The online version of this article (10.1007/s40271-018-0327-3) contains supplementary material, which is available to authorized users.
Collapse
|
30
|
PDK-1 mediated Hippo-YAP-IRS2 signaling pathway and involved in the apoptosis of non-small cell lung cancer cells. Biosci Rep 2019; 39:BSR20182099. [PMID: 30988063 PMCID: PMC6522739 DOI: 10.1042/bsr20182099] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Revised: 03/31/2019] [Accepted: 04/12/2019] [Indexed: 12/15/2022] Open
Abstract
Pyruvate dehydrogenase kinase-1 (PDK-1), a gatekeeper enzyme, was involved in cancer progression, such as tumor angiogenesis, cell survival, and growth. Recent evidence indicated that PDK-1 may be involved in lung cancer, however, the function and underlying mechanism of PDK-1 is remaining unclear. In the present study, our aim was to investigate the role and mechanisms of PDK-1 in human non-small cell lung cancer (NSCLC) cells. We first observed that PDK-1 was highly expressed in NSCLC cell lines. PDK-1 silence resulted in the inhibition of NSCLC cell survival. Also, cell apoptosis and caspase-3 activity were increased by PDK-1 knockdown in H1299 and A549 cells. Attenuation of PDK-1 expression blocked YAP and insulin receptor substrate 2 (IRS2) expression, and PDK-1 silence suppressed IRS2 expression dependent on Hippo-YAP signaling pathway. Moreover, further studies confirmed that YAP or IRS2 overexpression reversed the action of PDK-1 in NSCLC cells. In conclusion, our findings indicate that PDK1/Hippo-YAP/IRS2 signaling pathway plays a critical role in NSCLC cell survival and apoptosis.
Collapse
|
31
|
Winfree KB, Torres AZ, Zhu YE, Muehlenbein C, Aggarwal H, Woods S, Abernethy A. Treatment patterns, duration and outcomes of pemetrexed maintenance therapy in patients with advanced NSCLC in a real-world setting. Curr Med Res Opin 2019; 35:817-827. [PMID: 30421624 DOI: 10.1080/03007995.2018.1547273] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
OBJECTIVES In patients with non-squamous non-small-cell lung cancer (NSCLC), maintenance therapy regimens, including pemetrexed, have been shown to prolong overall survival (OS) and progression-free survival (PFS). The purpose of this study was to describe real-world maintenance use of pemetrexed and associated outcomes in patients with advanced NSCLC. METHODS This was a retrospective, observational study that used longitudinal, demographically and geographically diverse electronic health record data in the United States. Eligible patients were adults with advanced non-squamous NSCLC who had received maintenance treatment with pemetrexed monotherapy or pemetrexed plus bevacizumab. Descriptive statistics were used to describe the patient population and multivariable logistic regression was used to identify the factors associated with duration of maintenance therapy. Kaplan-Meier curves and Cox regression models were used for time-to-event analysis. RESULTS Patients receiving pemetrexed maintenance therapy were treated with either pemetrexed monotherapy (66.0%) or pemetrexed plus bevacizumab (34.0%). Carboplatin and pemetrexed (37.9%) or carboplatin, pemetrexed and bevacizumab (36.1%) were the most commonly used first-line therapies observed. The majority (84.9%) of these maintenance patients responded to first-line therapy. The median duration of maintenance therapy was 6.0 months for pemetrexed and bevacizumab and 4.1 months for pemetrexed monotherapy. The median OS from the start of first-line therapy of the total study cohort was 21.5 months (95% CI 20.0, 22.9). CONCLUSION Real-world effectiveness of pemetrexed maintenance therapy is similar to that observed in published randomized controlled trials, confirming a role for pemetrexed maintenance in eligible patients in clinical practice.
Collapse
Affiliation(s)
| | | | | | | | | | - Susan Woods
- a Eli Lilly and Company , Indianapolis , IN , USA
| | | |
Collapse
|
32
|
Reck M, Kerr KM, Grohé C, Manegold C, Pavlakis N, Paz-Ares L, Huber RM, Popat S, Thatcher N, Park K, Hilberg F, Barrueco J, Kaiser R. Defining aggressive or early progressing nononcogene-addicted non-small-cell lung cancer: a separate disease entity? Future Oncol 2019; 15:1363-1383. [PMID: 30758227 DOI: 10.2217/fon-2018-0948] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
A substantial proportion of patients with nononcogene-addicted non-small-cell lung cancer (NSCLC) has 'aggressive disease', as reflected in short time to progression or lack of disease control with initial platinum-based chemotherapy. Recently, clinical correlates of aggressive disease behavior during first-line therapy have been shown to predict greater benefit from addition of nintedanib to second-line docetaxel in adenocarcinoma NSCLC. Positive predictive effects of aggressive disease have since been reported with other anti-angiogenic agents (ramucirumab and bevacizumab), while such features may negatively impact on outcomes with nivolumab in nonsquamous NSCLC with low PD-L1 expression. Based on a review of the clinical data, we recommend aggressive nonsquamous NSCLC should be defined by progression within <6-9 months of first-line treatment initiation.
Collapse
Affiliation(s)
- Martin Reck
- Department of Thoracic Oncology, Lung Clinic Grosshansdorf, Member of the German Center for Lung Research (DZL), Grosshansdorf, Germany
| | - Keith M Kerr
- Department of Pathology, Aberdeen University Medical School, Aberdeen Royal Infirmary, Aberdeen, Scotland
| | - Christian Grohé
- Department of Respiratory Diseases, Evangelische Lungenklinik Berlin, Lindenberger Weg 27, Berlin, Germany
| | - Christian Manegold
- Medical Faculty Mannheim, University of Heidelberg, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany
| | - Nick Pavlakis
- Department of Medical Oncology, Royal North Shore Hospital (Sydney University), Reserve Road, St Leonards 2065, New South Wales, Australia
| | - Luis Paz-Ares
- Medical Oncology Department, University Hospital 12 de Octubre, Complutense University, CNIO & CiberOnc, Madrid, Spain
| | - Rudolf M Huber
- Division of Respiratory Medicine & Thoracic Oncology, Ludwig Maximilians University of Munich, & Thoracic Oncology Centre Munich, Member of the German Center for Lung Research (DZL CPC-M) Munich, Germany
| | - Sanjay Popat
- Department of Medicine, Royal Marsden Hospital NHS Foundation Trust, London, UK
| | - Nick Thatcher
- Department of Medical Oncology, Christie Hospital NHS Trust, Wilmslow Road, Manchester, UK
| | - Keunchil Park
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Frank Hilberg
- Boehringer Ingelheim RCV GmbH & Co. KG, A-1121, Vienna, Austria
| | - José Barrueco
- Boehringer Ingelheim Pharmaceuticals Inc., Ridgefield, Connecticut, CT 06877, USA
| | - Rolf Kaiser
- Boehringer Ingelheim Pharma GmbH & Co, KG, Germany & Institute of Pharmacology, Johannes Gutenberg-University Mainz, Germany
| |
Collapse
|
33
|
Butoxy Mansonone G Inhibits STAT3 and Akt Signaling Pathways in Non-Small Cell Lung Cancers: Combined Experimental and Theoretical Investigations. Cancers (Basel) 2019; 11:cancers11040437. [PMID: 30925736 PMCID: PMC6521096 DOI: 10.3390/cancers11040437] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Revised: 03/22/2019] [Accepted: 03/25/2019] [Indexed: 01/20/2023] Open
Abstract
Epidermal growth factor receptor (EGFR) is the key molecular target for non-small cell lung cancer (NSCLC) due to its major contribution to complex signaling cascades modulating the survival of cancer cells. Targeting EGFR-mediated signaling pathways has been proved as a potential strategy for NSCLC treatment. In the present study, mansonone G (MG), a naturally occurring quinone-containing compound, and its semi-synthetic ether derivatives were subjected to investigate the anticancer effects on human NSCLC cell lines expressing wild-type EGFR (A549) and mutant EGFR (H1975). In vitro cytotoxicity screening results demonstrated that butoxy MG (MG3) exhibits the potent cytotoxic effect on both A549 (IC50 of 8.54 μM) and H1975 (IC50 of 4.21 μM) NSCLC cell lines with low toxicity against PCS201-010 normal fibroblast cells (IC50 of 21.16 μM). Western blotting and flow cytometric analyses revealed that MG3 induces a caspase-dependent apoptosis mechanism through: (i) inhibition of p-STAT3 and p-Akt without affecting upstream p-EGFR and (ii) activation of p-Erk. The 500-ns molecular dynamics simulations and the molecular mechanics combined with generalized Born surface area (MM/GBSA)-based binding free energy calculations suggested that MG3 could possibly interact with STAT3 SH2 domain and ATP-binding pocket of Akt. According to principal component analysis, the binding of MG3 toward STAT3 and Akt dramatically altered the conformation of proteins, especially the residues in the active site, stabilizing MG3 mainly through van der Waals interactions.
Collapse
|
34
|
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: 70] [Impact Index Per Article: 14.0] [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.
Collapse
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.)
| |
Collapse
|
35
|
Combined Checkpoint Inhibition and Chemotherapy: New Era of 1 st-Line Treatment for Non-Small-Cell Lung Cancer. MOLECULAR THERAPY-ONCOLYTICS 2019; 13:1-6. [PMID: 30976658 PMCID: PMC6444295 DOI: 10.1016/j.omto.2019.02.001] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Platinum-based chemotherapy has long been the first-line treatment of choice for metastatic non-small-cell lung cancer (NSCLC) patients who lack targetable gene mutations. The arrival of checkpoint blockade has led to a vast shift in the treatment landscape of NSCLC. Among NSCLC patients with PD-L1 expression in ≥50% of tumor cells, treatment with pembrolizumab leads to a superior progression-free and overall survival compared to platinum-doublet chemotherapy in the first-line setting. Furthermore, the addition of pembrolizumab to standard chemotherapy of pemetrexed and a platinum-based drug resulted in significant longer progression-free survival and overall survival irrespective to PD-L1 expression. In this review, we focus on the molecular rationale for the combination therapy and the results of completed clinical studies.
Collapse
|
36
|
Nishio M, Takahashi T, Yoshioka H, Nakagawa K, Fukuhara T, Yamada K, Ichiki M, Tanaka H, Seto T, Sakai H, Kasahara K, Satouchi M, Han SR, Noguchi K, Shimamoto T, Kato T. KEYNOTE-025: Phase 1b study of pembrolizumab in Japanese patients with previously treated programmed death ligand 1-positive advanced non-small-cell lung cancer. Cancer Sci 2019; 110:1012-1020. [PMID: 30618179 PMCID: PMC6398876 DOI: 10.1111/cas.13932] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2018] [Revised: 12/19/2018] [Accepted: 12/24/2018] [Indexed: 12/14/2022] Open
Abstract
Pembrolizumab, a humanized monoclonal antibody against programmed death 1 (PD-1), has been shown to improve overall survival (OS) in patients with previously treated advanced non-small-cell lung cancer (NSCLC) with programmed death ligand 1 (PD-L1) tumor proportion score (TPS) ≥1%. We report safety and efficacy results from the phase 1b KEYNOTE-025 study, which evaluated pembrolizumab in Japanese patients with previously treated NSCLC. Eligible patients had histologically/cytologically confirmed advanced NSCLC with PD-L1 TPS ≥1% and had received ≥1 platinum-doublet chemotherapy. Patients received pembrolizumab 10 mg/kg once every 3 weeks for 2 years or until disease progression/unacceptable toxicity. Primary objectives were to evaluate the safety of pembrolizumab in patients with PD-L1 TPS ≥1% and the objective response rate (ORR) per RECIST version 1.1 in patients with PD-L1 TPS ≥50%. Thirty-eight patients were enrolled and received ≥1 pembrolizumab dose. The median (range) age was 66.0 (41-78) years, and 61% had received ≥2 prior systemic therapies. Eleven patients (29%) experienced grade 3-5 treatment-related adverse events (AE); 9 patients (24%) experienced immune-mediated AE and infusion reactions, with pneumonitis (11%; any grade) being most common. Among evaluable patients with PD-L1 TPS ≥50% (n = 11), ORR was 27% (95% CI, 6-61). Among evaluable patients with PD-L1 TPS ≥1% (n = 37), ORR was 22% (95% CI, 10-38). Median (95% CI) progression-free survival and OS were 3.9 (2.0-6.2) months and 19.2 (8.0-26.7) months, respectively. In summary, pembrolizumab was generally well tolerated and showed promising antitumor activity in Japanese patients with previously treated PD-L1-expressing NSCLC. Outcomes were consistent with those from the phase 3 KEYNOTE-010 study. (Trial registration number: ClinicalTrials.gov, NCT02007070.).
Collapse
Affiliation(s)
- Makoto Nishio
- Department of Thoracic Medical Oncology, The Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | | | - Hiroshige Yoshioka
- Department of Respiratory Medicine, Kurashiki Central Hospital, Kurashiki, Japan
| | - Kazuhiko Nakagawa
- Department of Medical Oncology, Faculty of Medicine, Kindai University, Osaka-Sayama, Japan
| | - Tatsuro Fukuhara
- Department of Respiratory Medicine, Miyagi Cancer Center, Natori, Japan
| | - Kazuhiko Yamada
- Department of Internal Medicine, Division of Respirology, Neurology, and Rheumatology, Kurume University, Kurume, Japan
| | - Masao Ichiki
- Respiratory Medicine, Kyushu Medical Center, Fukuoka, Japan
| | - Hiroshi Tanaka
- Department of Internal Medicine (Pulmonology), Niigata Cancer Center Hospital, Niigata, Japan
| | - Takashi Seto
- Department of Thoracic Oncology, National Kyushu Cancer Center, Fukuoka, Japan
| | - Hiroshi Sakai
- Thoracic Oncology, Saitama Cancer Center, Saitama, Japan
| | - Kazuo Kasahara
- Respiratory Medicine, Kanazawa University Hospital, Kanazawa, Japan
| | - Miyako Satouchi
- Department of Thoracic Oncology, Hyogo Cancer Center, Akashi, Japan
| | | | | | | | - Terufumi Kato
- Department of Respiratory Medicine, Kanagawa Cardiovascular and Respiratory Center, Yokohama, Japan
| |
Collapse
|
37
|
The Role of Molecular Profiling to Predict the Response to Immune Checkpoint Inhibitors in Lung Cancer. Cancers (Basel) 2019; 11:cancers11020201. [PMID: 30744168 PMCID: PMC6406957 DOI: 10.3390/cancers11020201] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Revised: 01/17/2019] [Accepted: 01/23/2019] [Indexed: 12/21/2022] Open
Abstract
Immune checkpoint inhibitors radically changed the treatment of patients with non-small cell lung cancer (NSCLC). However, only one-quarter of patients benefit from these new therapies when used as monotherapy. The assessment of Program Death Ligand-1 (PD-L1) tumor expression by immunohistochemistry is used to select potential responder patients, but this not an optimal marker since it does not predict the absence of anti PD-1 efficacy. Despite this shortcoming, PD-L1 remains the gold standard biomarker in many studies and the only biomarker available for clinicians. In addition to histological markers, transcriptomic and exome analyses have revealed potential biomarkers requiring further confirmation. Recently, tumor mutational burden has emerged as a good surrogate marker of outcome. In this review we will detail current knowledge on DNA and RNA related biomarkers.
Collapse
|
38
|
Miller HA, Frieboes HB. Evaluation of Drug-Loaded Gold Nanoparticle Cytotoxicity as a Function of Tumor Vasculature-Induced Tissue Heterogeneity. Ann Biomed Eng 2018; 47:257-271. [PMID: 30298374 DOI: 10.1007/s10439-018-02146-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Accepted: 10/01/2018] [Indexed: 01/10/2023]
Abstract
The inherent heterogeneity of tumor tissue presents a major challenge to nanoparticle-mediated drug delivery. This heterogeneity spans from the molecular (genomic, proteomic, metabolomic) to the cellular (cell types, adhesion, migration) and to the tissue (vasculature, extra-cellular matrix) scales. In particular, tumor vasculature forms abnormally, inducing proliferative, hypoxic, and necrotic tumor tissue regions. As the vasculature is the main conduit for nanotherapy transport into tumors, vasculature-induced tissue heterogeneity can cause local inadequate delivery and concentration, leading to subpar response. Further, hypoxic tissue, although viable, would be immune to the effects of cell-cycle specific drugs. In order to enable a more systematic evaluation of such effects, here we employ computational modeling to study the therapeutic response as a function of vasculature-induced tumor tissue heterogeneity. Using data with three-layered gold nanoparticles loaded with cisplatin, nanotherapy is simulated interacting with different levels of tissue heterogeneity, and the treatment response is measured in terms of tumor regression. The results quantify the influence that varying levels of tumor vascular density coupled with the drug strength have on nanoparticle uptake and washout, and the associated tissue response. The drug strength affects the proportion of proliferating, hypoxic, and necrotic tissue fractions, which in turn dynamically affect and are affected by the vascular density. Higher drug strengths may be able to achieve stronger tumor regression but only if the intra-tumoral vascular density is above a certain threshold that affords sufficient transport. This study establishes an initial step towards a more systematic methodology to assess the effect of vasculature-induced tumor tissue heterogeneity on the response to nanotherapy.
Collapse
Affiliation(s)
- Hunter A Miller
- Department of Pharmacology and Toxicology, University of Louisville, Louisville, KY, USA
| | - Hermann B Frieboes
- Department of Pharmacology and Toxicology, University of Louisville, Louisville, KY, USA. .,Department of Bioengineering, University of Louisville, Lutz Hall 419, Louisville, KY, 40292, USA. .,James Graham Brown Cancer Center, University of Louisville, Louisville, KY, USA.
| |
Collapse
|
39
|
Kang DH, Chung C, Kim JO, Jung SS, Park HS, Park DI, Jung SY, Park M, Lee JE. Pleural or pericardial metastasis: A significant factor affecting efficacy and adverse events in lung cancer patients treated with PD-1/PD-L1 inhibitors. Thorac Cancer 2018; 9:1500-1508. [PMID: 30253080 PMCID: PMC6209802 DOI: 10.1111/1759-7714.12877] [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: 07/26/2018] [Revised: 08/23/2018] [Accepted: 08/24/2018] [Indexed: 12/26/2022] Open
Abstract
Background Immunotherapy is a new paradigm for the treatment of non‐small‐cell lung cancer (NSCLC), and targeting the PD‐1 or PD‐L1 pathway is a promising therapeutic option. Although PD‐1/PD‐L1 inhibitors are more effective than standard chemotherapy in lung cancer, clinicians are afraid to actively use them because of hyperprogression and pseudoprogression. The aim of this study was to investigate the factors associated with tumor response and serious outcomes. Methods We retrospectively collected the medical records of 51 patients with advanced NSCLC who received PD‐1/PD‐L1 inhibitors between January 2016 and February 2018. Results The mean patient age was 63.9 years, and 72.5% (37/51) were male. Most (92.2%, 47/51) had received previous systemic treatment. The overall response rate was 21.6% (11/51). The response rate was significantly lower in patients with pleural or pericardial metastasis than in patients without pleural or pericardial metastasis (4.3% vs. 35.7%; P = 0.007). Patients with pleural or pericardial metastasis had a significantly higher rate of adverse events of any grade (91.3% vs. 50.0%; P = 0.002) and grade 3–5 adverse events (52.2% vs. 25.0%; P = 0.046). Conclusion Pleural or pericardial metastasis is a significant factor affecting the efficacy and rate of adverse events in advanced NSCLC patients treated with PD‐1/PD‐L1 inhibitors. Clinicians should pay attention to the use of immune checkpoint inhibitors in lung cancer patients with pleural or pericardial metastasis.
Collapse
Affiliation(s)
| | | | - Ju-Ock Kim
- Department of Internal Medicine, Chungnam National University School of Medicine, Daejeon, South Korea
| | - Sung Soo Jung
- Department of Internal Medicine, Chungnam National University School of Medicine, Daejeon, South Korea
| | - Hee Sun Park
- Department of Internal Medicine, Chungnam National University School of Medicine, Daejeon, South Korea
| | - Dong Il Park
- Department of Internal Medicine, Chungnam National University School of Medicine, Daejeon, South Korea
| | - Sun Young Jung
- Department of Internal Medicine, Chungnam National University School of Medicine, Daejeon, South Korea
| | - Myoungrin Park
- Department of Internal Medicine, VHS Daejeon Hospital, Daejeon, South Korea
| | - Jeong Eun Lee
- Department of Internal Medicine, Chungnam National University School of Medicine, Daejeon, South Korea
| |
Collapse
|
40
|
Abdallah SMB, Hirsh V. Irreversible tyrosine kinase inhibition of epidermal growth factor receptor with afatinib in EGFR activating mutation-positive advanced non-small-cell lung cancer. ACTA ACUST UNITED AC 2018; 25:S9-S17. [PMID: 29910643 DOI: 10.3747/co.25.3732] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Despite recent advances in the systemic therapy of non-small-cell lung cancer (nsclc), the prognosis for stage iv disease remains poor. The discovery of targetable mutations has led to new treatment options. The most common mutations, the EGFR activating mutations, are present in about 50% of Asian patients and up to 15% of white patients. First-generation reversible epidermal growth factor receptor (egfr) tyrosine kinase inhibitors (tkis) have led to improved survival in patients positive for EGFR activating mutations, but resistance eventually leads to disease progression. The irreversible egfr tki afatinib was developed to counter such resistance. The clinical efficacy of afatinib has been shown in first-line studies comparing it with both cytotoxic chemotherapy and first-generation egfr tkis. Afatinib has also shown continued benefit beyond progression while a patient is taking an egfr inhibitor. Furthermore, its toxicity profile is both predictable and manageable. The results of the principal clinical trials assessing afatinib are reviewed here.
Collapse
Affiliation(s)
| | - V Hirsh
- Department of Oncology, McGill University Health Centre, Montreal, QC
| |
Collapse
|
41
|
Chaaya G, Abdelghani R, Kheir F, Komiya T, Vander Velde N. NSCLC: State of the Art Diagnosis, Treatment, and Outcomes. CURRENT PULMONOLOGY REPORTS 2018. [DOI: 10.1007/s13665-018-0198-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
|
42
|
Curtis LT, van Berkel VH, Frieboes HB. Pharmacokinetic/pharmacodynamic modeling of combination-chemotherapy for lung cancer. J Theor Biol 2018; 448:38-52. [PMID: 29614265 DOI: 10.1016/j.jtbi.2018.03.035] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2017] [Revised: 03/23/2018] [Accepted: 03/26/2018] [Indexed: 02/06/2023]
Abstract
Chemotherapy for non-small cell lung cancer (NSCLC) typically involves a doublet regimen for a number of cycles. For any particular patient, a course of treatment is usually chosen from a large number of combinational protocols with drugs in concomitant or sequential administration. In spite of newer drugs and protocols, half of patients with early disease will live less than five years and 95% of those with advanced disease survive for less than one year. Here, we apply mathematical modeling to simulate tumor response to multiple drug regimens, with the capability to assess maximum tolerated dose (MTD) as well as metronomic drug administration. We couple pharmacokinetic-pharmacodynamic intracellular multi-compartment models with a model of vascularized tumor growth, setting input parameters from in vitro data, and using the models to project potential response in vivo. This represents an initial step towards the development of a comprehensive virtual system to evaluate tumor response to combinatorial drug regimens, with the goal to more efficiently identify optimal course of treatment with patient tumor-specific data. We evaluate cisplatin and gemcitabine with clinically-relevant dosages, and simulate four treatment NSCLC scenarios combining MTD and metronomic therapy. This work thus establishes a framework for systematic evaluation of tumor response to combination chemotherapy. The results with the chosen parameter set indicate that although a metronomic regimen may provide advantage over MTD, the combination of these regimens may not necessarily offer improved response. Future model evaluation of chemotherapy possibilities may help to assess their potential value to obtain sustained NSCLC regression for particular patients, with the ultimate goal of optimizing multiple-drug chemotherapy regimens in clinical practice.
Collapse
Affiliation(s)
- Louis T Curtis
- Department of Bioengineering, University of Louisville, Lutz Hall 419, Louisville, KY 40208, USA
| | - Victor H van Berkel
- Department of Cardiovascular and Thoracic Surgery, University of Louisville, KY, USA; James Graham Brown Cancer Center, University of Louisville, KY, USA
| | - Hermann B Frieboes
- Department of Bioengineering, University of Louisville, Lutz Hall 419, Louisville, KY 40208, USA; James Graham Brown Cancer Center, University of Louisville, KY, USA; Department of Pharmacology & Toxicology, University of Louisville, KY, USA.
| |
Collapse
|
43
|
Heydt C, Michels S, Thress KS, Bergner S, Wolf J, Buettner R. Novel approaches against epidermal growth factor receptor tyrosine kinase inhibitor resistance. Oncotarget 2018; 9:15418-15434. [PMID: 29632655 PMCID: PMC5880615 DOI: 10.18632/oncotarget.24624] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2017] [Accepted: 02/21/2018] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The identification and characterization of molecular biomarkers has helped to revolutionize non-small-cell lung cancer (NSCLC) management, as it transitions from target-focused to patient-based treatment, centered on the evolving genomic profile of the individual. Determination of epidermal growth factor receptor (EGFR) mutation status represents a critical step in the diagnostic process. The recent emergence of acquired resistance to "third-generation" EGFR tyrosine kinase inhibitors (TKIs) via multiple mechanisms serves to illustrate the important influence of tumor heterogeneity on prognostic outcomes in patients with NSCLC. DESIGN This literature review examines the emergence of TKI resistance and the course of disease progression and, consequently, the clinical decision-making process in NSCLC. RESULTS Molecular markers of acquired resistance, of which T790M and HER2 or MET amplifications are the most common, help to guide ongoing treatment past the point of progression. Although tissue biopsy techniques remain the gold standard, the emergence of liquid biopsies and advances in analytical techniques may eventually allow "real-time" monitoring of tumor evolution and, in this way, help to optimize targeted treatment approaches. CONCLUSIONS The influence of inter- and intra-tumor heterogeneity on resistance mechanisms should be considered when treating patients using resistance-specific therapies. New tools are necessary to analyze changes in heterogeneity and clonal composition during drug treatment. The refinement and standardization of diagnostic procedures and increased accessibility to technology will ultimately help in personalizing the management of NSCLC.
Collapse
Affiliation(s)
- Carina Heydt
- Molecular Pathological Diagnostics, Institute of Pathology, University Hospital Cologne, Cologne, Germany
- Center of Integrated Oncology Köln-Bonn, University Hospital Cologne, Cologne, Germany
| | - Sebastian Michels
- Center of Integrated Oncology Köln-Bonn, University Hospital Cologne, Cologne, Germany
- Department I of Internal Medicine, Center for Integrated Oncology Köln-Bonn, University Hospital of Cologne, Cologne, Germany
| | | | - Sven Bergner
- Medical Affairs, AstraZeneca Oncology, Wedel, Germany
| | - Jürgen Wolf
- Center of Integrated Oncology Köln-Bonn, University Hospital Cologne, Cologne, Germany
- Department I of Internal Medicine, Center for Integrated Oncology Köln-Bonn, University Hospital of Cologne, Cologne, Germany
| | - Reinhard Buettner
- Molecular Pathological Diagnostics, Institute of Pathology, University Hospital Cologne, Cologne, Germany
- Center of Integrated Oncology Köln-Bonn, University Hospital Cologne, Cologne, Germany
| |
Collapse
|
44
|
Garassino MC, Cho BC, Kim JH, Mazières J, Vansteenkiste J, Lena H, Corral Jaime J, Gray JE, Powderly J, Chouaid C, Bidoli P, Wheatley-Price P, Park K, Soo RA, Huang Y, Wadsworth C, Dennis PA, Rizvi NA. Durvalumab as third-line or later treatment for advanced non-small-cell lung cancer (ATLANTIC): an open-label, single-arm, phase 2 study. Lancet Oncol 2018; 19:521-536. [PMID: 29545095 DOI: 10.1016/s1470-2045(18)30144-x] [Citation(s) in RCA: 438] [Impact Index Per Article: 73.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2017] [Revised: 01/23/2018] [Accepted: 01/25/2018] [Indexed: 02/06/2023]
Abstract
BACKGROUND Immune checkpoint inhibitors are a new standard of care for patients with advanced non-small-cell lung cancer (NSCLC) without EGFR tyrosine kinase or anaplastic lymphoma kinase (ALK) genetic aberrations (EGFR-/ALK-), but clinical benefit in patients with EGFR mutations or ALK rearrangements (EGFR+/ALK+) has not been shown. We assessed the effect of durvalumab (anti-PD-L1) treatment in three cohorts of patients with NSCLC defined by EGFR/ALK status and tumour expression of PD-L1. METHODS ATLANTIC is a phase 2, open-label, single-arm trial at 139 study centres in Asia, Europe, and North America. Eligible patients had advanced NSCLC with disease progression following at least two previous systemic regimens, including platinum-based chemotherapy (and tyrosine kinase inhibitor therapy if indicated); were aged 18 years or older; had a WHO performance status score of 0 or 1; and measurable disease per Response Evaluation Criteria in Solid Tumors (RECIST) version 1.1. Key exclusion criteria included mixed small-cell lung cancer and NSCLC histology; previous exposure to any anti-PD-1 or anti-PD-L1 antibody; and any previous grade 3 or worse immune-related adverse event while receiving any immunotherapy agent. Patients in cohort 1 had EGFR+/ALK+ NSCLC with at least 25%, or less than 25%, of tumour cells with PD-L1 expression. Patients in cohorts 2 and 3 had EGFR-/ALK- NSCLC; cohort 2 included patients with at least 25%, or less than 25%, of tumour cells with PD-L1 expression, and cohort 3 included patients with at least 90% of tumour cells with PD-L1 expression. Patients received durvalumab (10 mg/kg) every 2 weeks, via intravenous infusion, for up to 12 months. Retreatment was allowed for patients who benefited but then progressed after completing 12 months. The primary endpoint was the proportion of patients with increased tumour expression of PD-L1 (defined as ≥25% of tumour cells in cohorts 1 and 2, and ≥90% of tumour cells in cohort 3) who achieved an objective response, assessed in patients who were evaluable for response per independent central review according to RECIST version 1.1. Safety was assessed in all patients who received at least one dose of durvalumab and for whom any post-dose data were available. The trial is ongoing, but is no longer open to accrual, and is registered with ClinicalTrials.gov, number NCT02087423. FINDINGS Between Feb 25, 2014, and Dec 28, 2015, 444 patients were enrolled and received durvalumab: 111 in cohort 1, 265 in cohort 2, and 68 in cohort 3. Among patients with at least 25% of tumour cells expressing PD-L1 who were evaluable for objective response per independent central review, an objective response was achieved in 9 (12·2%, 95% CI 5·7-21·8) of 74 patients in cohort 1 and 24 (16·4%, 10·8-23·5) of 146 patients in cohort 2. In cohort 3, 21 (30·9%, 20·2-43·3) of 68 patients achieved an objective response. Grade 3 or 4 treatment-related adverse events occurred in 40 (9%) of 444 patients overall: six (5%) of 111 patients in cohort 1, 22 (8%) of 265 in cohort 2, and 12 (18%) of 68 in cohort 3. The most common treatment-related grade 3 or 4 adverse events were pneumonitis (four patients [1%]), elevated gamma-glutamyltransferase (four [1%]), diarrhoea (three [1%]), infusion-related reaction (three [1%]), elevated aspartate aminotransferase (two [<1%]), elevated transaminases (two [<1%]), vomiting (two [<1%]), and fatigue (two [<1%]). Treatment-related serious adverse events occurred in 27 (6%) of 444 patients overall: five (5%) of 111 patients in cohort 1, 14 (5%) of 265 in cohort 2, and eight (12%) of 68 in cohort 3. The most common serious adverse events overall were pneumonitis (five patients [1%]), fatigue (three [1%]), and infusion-related reaction (three [1%]). Immune-mediated events were manageable with standard treatment guidelines. INTERPRETATION In patients with advanced and heavily pretreated NSCLC, the clinical activity and safety profile of durvalumab was consistent with that of other anti-PD-1 and anti-PD-L1 agents. Responses were recorded in all cohorts; the proportion of patients with EGFR-/ALK- NSCLC (cohorts 2 and 3) achieving a response was higher than the proportion with EGFR+/ALK+ NSCLC (cohort 1) achieving a response. The clinical activity of durvalumab in patients with EGFR+ NSCLC with ≥25% of tumour cells expressing PD-L1 was encouraging, and further investigation of durvalumab in patients with EGFR+/ALK+ NSCLC is warranted. FUNDING AstraZeneca.
Collapse
Affiliation(s)
| | - Byoung-Chul Cho
- Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, South Korea
| | - Joo-Hang Kim
- CHA Bundang Medical Center, CHA University, Gyeonggi-do, South Korea
| | - Julien Mazières
- Toulouse University Hospital, Université Paul Sabatier, Toulouse, France
| | | | - Hervé Lena
- CHU Rennes-Hôpital Pontchaillou, Rennes University, Rennes, France
| | | | - Jhanelle E Gray
- H Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - John Powderly
- Carolina BioOncology Institute, Huntersville, NC, USA
| | | | | | - Paul Wheatley-Price
- The Ottawa Hospital Research Institute, University of Ottawa, Ottawa, ON, Canada
| | - Keunchil Park
- Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Ross A Soo
- National University Hospital and National University Cancer Institute, Singapore
| | | | | | | | | | | |
Collapse
|
45
|
Leal TA, Ramalingam SS. Immunotherapy in previously treated non-small cell lung cancer (NSCLC). J Thorac Dis 2018; 10:S422-S432. [PMID: 29593888 DOI: 10.21037/jtd.2018.01.141] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Treatment with immunotherapy has made a significant impact in the outcomes for those individuals diagnosed with metastatic non-small cell lung cancer (NSCLC) and its use is currently an established treatment modality. In light of recent advances in immunotherapy, improved survival, particularly for patients with stage IV NSCLC, has been reported with durable and prolonged responses in a subset of patients. Immune check point inhibitors, which include nivolumab, pembrolizumab, and atezolizumab, are standard treatment options in the salvage setting. Nivolumab and atezolizumab are approved for patients regardless of programmed death-ligand 1 (PD-L1) expression, whereas pembrolizumab requires tumor PD-L1 expression at the cut-off ≥1%. In this review, we will outline the clinical development of immunotherapy in previously treated NSCLC, current challenges and discuss novel treatment strategies.
Collapse
Affiliation(s)
- Ticiana A Leal
- Department of Medicine, Division of Hematology & Oncology, University of Wisconsin-Madison, Madison, USA
| | - Suresh S Ramalingam
- Department of Hematology & Oncology, Winship Cancer Institute, Emory University School of Medicine, Atlanta, GA, USA
| |
Collapse
|
46
|
Kaderbhai CG, Boidot R, Beltjens F, Chevrier S, Arnould L, Favier L, Lagrange A, Coudert B, Ghiringhelli F. Use of dedicated gene panel sequencing using next generation sequencing to improve the personalized care of lung cancer. Oncotarget 2017; 7:24860-70. [PMID: 27027238 PMCID: PMC5029748 DOI: 10.18632/oncotarget.8391] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Accepted: 03/16/2016] [Indexed: 12/24/2022] Open
Abstract
Advances in Next Generation Sequencing (NGS) technologies have improved the ability to detect potentially targetable mutations. However, the integration of NGS into clinical management in an individualized manner remains challenging. In this single-center observational study, we performed a dedicated NGS panel studying 41 cancer-related genes in 50 consecutive patients with metastatic non-small-cell lung cancer between May 2012 and October 2014. Molecular analysis could be performed in 48 patients with a good quality check. One hundred and thirty-three mutations, whose twenty-four unique mutations, were detected. At least one mutation was found in 46 patients. In 58% of cases, the Molecular Tumor Board (MTB) was able to recommend treatment with a targeted agent based on the evaluation of the tumor genetic profile and treatment history. Nine patients (18%) were subsequently treated with a MTB-recommended targeted therapy; four patients experienced a clinical benefit with a partial response or stabilization lasting more than 4 months. In this case series involving patients with metastatic non-small cell lung cancer, we show that including integrative clinical sequencing data into routine clinical management was feasible and could impact on patient therapeutic proposal.
Collapse
Affiliation(s)
| | - Romain Boidot
- INSERM, U866, Faculté de Médecine, Université de Bourgogne and Centre Georges François Leclerc, Dijon, France.,Department of Biology and Pathology of Tumors, Centre Georges-François Leclerc, Dijon, France.,Platform of Transfer in Cancer Biology, Centre Georges-François Leclerc, Dijon, France
| | - Françoise Beltjens
- Department of Biology and Pathology of Tumors, Centre Georges-François Leclerc, Dijon, France
| | - Sandy Chevrier
- Department of Biology and Pathology of Tumors, Centre Georges-François Leclerc, Dijon, France.,Platform of Transfer in Cancer Biology, Centre Georges-François Leclerc, Dijon, France
| | - Laurent Arnould
- Department of Biology and Pathology of Tumors, Centre Georges-François Leclerc, Dijon, France.,Platform of Transfer in Cancer Biology, Centre Georges-François Leclerc, Dijon, France
| | - Laure Favier
- Department of Medical Oncology, Centre Georges-François Leclerc, Dijon, France
| | - Aurélie Lagrange
- Department of Medical Oncology, Centre Georges-François Leclerc, Dijon, France
| | - Bruno Coudert
- Department of Medical Oncology, Centre Georges-François Leclerc, Dijon, France
| | - François Ghiringhelli
- Department of Medical Oncology, Centre Georges-François Leclerc, Dijon, France.,INSERM, U866, Faculté de Médecine, Université de Bourgogne and Centre Georges François Leclerc, Dijon, France.,Department of Biology and Pathology of Tumors, Centre Georges-François Leclerc, Dijon, France.,Platform of Transfer in Cancer Biology, Centre Georges-François Leclerc, Dijon, France
| |
Collapse
|
47
|
Ezeife DA, Leighl NB. Personalized medicine for non-small cell lung cancer: where are we now and where can we go? Expert Rev Respir Med 2017; 12:81-82. [DOI: 10.1080/17476348.2018.1411805] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Doreen A. Ezeife
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre/University Health Network, Toronto, Canada
| | - Natasha B. Leighl
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre/University Health Network, Toronto, Canada
| |
Collapse
|
48
|
Pignata M, Chouaid C, Le Lay K, Luciani L, McConnachie C, Gordon J, Roze S. Evaluating the cost-effectiveness of afatinib after platinum-based therapy for the treatment of squamous non-small-cell lung cancer in France. CLINICOECONOMICS AND OUTCOMES RESEARCH 2017; 9:655-668. [PMID: 29123418 PMCID: PMC5661831 DOI: 10.2147/ceor.s136657] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Background and aims Lung cancer has the highest mortality rate of all cancers worldwide. Non-small-cell lung cancer (NSCLC) accounts for 85% of all lung cancers and has an extremely poor prognosis. Afatinib is an irreversible ErbB family blocker designed to suppress cellular signaling and inhibit cellular growth and is approved in Europe after platinum-based therapy for squamous NSCLC. The objective of the present analysis was to evaluate the cost-effectiveness of afatinib after platinum-based therapy for squamous NSCLC in France. Methods The study population was based on the LUX-Lung 8 trial that compared afatinib with erlotinib in patients with squamous NSCLC. The analysis was performed from the perspective of all health care funders and affected patients. A partitioned survival model was developed to evaluate cost-effectiveness based on progression-free survival and overall survival in the trial. Life expectancy, quality-adjusted life expectancy and direct costs were evaluated over a 10-year time horizon. Future costs and clinical benefits were discounted at 4% annually. Deterministic and probabilistic sensitivity analyses were performed. Results Model projections indicated that afatinib was associated with greater life expectancy (0.16 years) and quality-adjusted life expectancy (0.094 quality-adjusted life years [QALYs]) than that projected for erlotinib. The total cost of treatment over a 10-year time horizon was higher for afatinib than erlotinib, EUR12,364 versus EUR9,510, leading to an incremental cost-effectiveness ratio of EUR30,277 per QALY gained for afatinib versus erlotinib. Sensitivity analyses showed that the base case findings were stable under variation of a range of model inputs. Conclusion Based on data from the LUX-Lung 8 trial, afatinib was projected to improve clinical outcomes versus erlotinib, with a 97% probability of being cost-effective assuming a willingness to pay of EUR70,000 per QALY gained, after platinum-based therapy in patients with squamous NSCLC in France.
Collapse
|
49
|
Efficacy and Safety of Necitumumab Continuation Therapy in the Phase III SQUIRE Study of Patients With Stage IV Squamous Non-Small-Cell Lung Cancer. Clin Lung Cancer 2017; 19:130-138.e2. [PMID: 29158123 DOI: 10.1016/j.cllc.2017.10.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2017] [Accepted: 10/04/2017] [Indexed: 02/07/2023]
Abstract
INTRODUCTION In a retrospective analysis of the SQUamous NSCLC treatment with the Inhibitor of EGF REceptor (SQUIRE) study, we investigated the efficacy and safety of single-agent necitumumab continuation therapy in patients with stage IV squamous non-small-cell lung cancer and in a subpopulation of patients with epidermal growth factor receptor (EGFR)-expressing tumors. PATIENTS AND METHODS Patients were randomized 1:1 for ≤ 6 cycles of gemcitabine and cisplatin either with or without necitumumab. Patients who received necitumumab continued receiving single-agent necitumumab until progressive disease (necitumumab continuation). Tissue collection was mandatory in SQUIRE. EGFR protein expression was assessed using immunohistochemistry in a central lab. In this subgroup analysis we compared patients treated with necitumumab monotherapy after completion of ≥ 4 cycles of chemotherapy with those in the chemotherapy arm who were progression-free and did not discontinue because of adverse events (AEs) after completion of ≥ 4 cycles of chemotherapy (gemcitabine-cisplatin nonprogressors). The same analysis was done for the subgroup of EGFR-expressing patients (EGFR > 0). RESULTS Baseline characteristics and chemotherapy exposure were well balanced between the necitumumab continuation (n = 261) and gemcitabine-cisplatin nonprogressor (n = 215) arms and in the EGFR-expressing population. Median overall survival (OS) from randomization in the necitumumab with gemcitabine-cisplatin versus gemcitabine-cisplatin nonprogressor arm was 15.9 versus 15.0 months (hazard ratio [HR], 0.85; 95% confidence interval [CI], 0.69-1.05) and median progression-free survival (PFS) from randomization was 7.4 versus 6.9 months (HR, 0.86; 95% CI, 0.70-1.06). OS and PFS benefits were similar when assessed from the postinduction period and in EGFR-expressing patients. No new safety findings emerged. CONCLUSION There was a consistent treatment effect in favor of necitumumab continuation versus that in gemcitabine-cisplatin nonprogressors, with no unexpected increases in AEs in intention-to-treat as well as EGFR-expressing populations.
Collapse
|
50
|
Schvartsman G, Peng SA, Bis G, Lee JJ, Benveniste MF, Zhang J, Roarty EB, Lacerda L, Swisher S, Heymach JV, Fossella FV, William WN. Response rates to single-agent chemotherapy after exposure to immune checkpoint inhibitors in advanced non-small cell lung cancer. Lung Cancer 2017; 112:90-95. [DOI: 10.1016/j.lungcan.2017.07.034] [Citation(s) in RCA: 125] [Impact Index Per Article: 17.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2017] [Revised: 07/27/2017] [Accepted: 07/30/2017] [Indexed: 10/19/2022]
|