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Ye L, Wang W, Li H, Ji Y, Le X, Xu X. Targeting the MET gene: unveiling therapeutic opportunities in immunotherapy within the tumor immune microenvironment of non-small cell lung cancer. Ther Adv Med Oncol 2024; 16:17588359241290733. [PMID: 39483139 PMCID: PMC11526239 DOI: 10.1177/17588359241290733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2024] [Accepted: 09/25/2024] [Indexed: 11/03/2024] Open
Abstract
Non-small cell lung cancer (NSCLC) represents the most prevalent histological subtype of lung cancer. Within this disease, the MET gene emerges as a critical therapeutic target, exhibiting various forms of dysregulation. Although MET tyrosine kinase inhibitors, HGF/c-MET targeting antibodies, and antibody-drug conjugates constitute the primary treatment modalities for patients with MET-altered NSCLC, numerous questions remain regarding their optimal application. The advent of immunotherapy holds promise for enhancing therapeutic outcomes in patients with MET-altered NSCLC. MET mutations can reshape the tumor immune microenvironment of NSCLC by reducing tumor immunogenicity, inducing exhaustion in immune-activated cells, and promoting immune evasion, which are crucial for modulating treatment responses. Furthermore, we emphasize the promising synergy of immunotherapy with emerging treatments and the challenges and opportunities in refining these approaches to improve patient outcomes.
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Affiliation(s)
- Lisha Ye
- Department of Medical Thoracic Oncology, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China
- Postgraduate Training Base Alliance, Wenzhou Medical University, Wenzhou 325035, Zhejiang, China
| | - Wenjing Wang
- Department of Medical Thoracic Oncology, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China
- Postgraduate Training Base Alliance, Wenzhou Medical University, Wenzhou 325035, Zhejiang, China
| | - Huihui Li
- Department of Medical Thoracic Oncology, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, China
- Postgraduate Training Base Alliance, Wenzhou Medical University, Wenzhou 325035, Zhejiang, China
| | - Yongling Ji
- Postgraduate Training Base Alliance, Wenzhou Medical University, Wenzhou 325035, Zhejiang, China
- Department of Radiation Oncology, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, No.1 Banshan East Road, Hangzhou, Zhejiang 310022, China
| | - Xiuning Le
- Division of Internal Medicine, Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX 77030-4000, USA
| | - Xiaoling Xu
- Postgraduate Training Base Alliance, Wenzhou Medical University, Wenzhou 325035, Zhejiang, China
- Department of Radiation Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Zhenmin Road, Shanghai 200433, China
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Da-Ano R, Andrade-Miranda G, Tankyevych O, Visvikis D, Conze PH, Rest CCL. Automated PD-L1 status prediction in lung cancer with multi-modal PET/CT fusion. Sci Rep 2024; 14:16720. [PMID: 39030240 PMCID: PMC11271510 DOI: 10.1038/s41598-024-66487-y] [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: 01/26/2024] [Accepted: 07/01/2024] [Indexed: 07/21/2024] Open
Abstract
Programmed death-ligand 1 (PD-L1) expressions play a crucial role in guiding therapeutic interventions such as the use of tyrosine kinase inhibitors (TKIs) and immune checkpoint inhibitors (ICIs) in lung cancer. Conventional determination of PD-L1 status includes careful surgical or biopsied tumor specimens. These specimens are gathered through invasive procedures, representing a risk of difficulties and potential challenges in getting reliable and representative tissue samples. Using a single center cohort of 189 patients, our objective was to evaluate various fusion methods that used non-invasive computed tomography (CT) and18 F-FDG positron emission tomography (PET) images as inputs to various deep learning models to automatically predict PD-L1 in non-small cell lung cancer (NSCLC). We compared three different architectures (ResNet, DenseNet, and EfficientNet) and considered different input data (CT only, PET only, PET/CT early fusion, PET/CT late fusion without as well as with partially and fully shared weights to determine the best model performance. Models were assessed utilizing areas under the receiver operating characteristic curves (AUCs) considering their 95% confidence intervals (CI). The fusion of PET and CT images as input yielded better performance for PD-L1 classification. The different data fusion schemes systematically outperformed their individual counterparts when used as input of the various deep models. Furthermore, early fusion consistently outperformed late fusion, probably as a result of its capacity to capture more complicated patterns by merging PET and CT derived content at a lower level. When we looked more closely at the effects of weight sharing in late fusion architectures, we discovered that while it might boost model stability, it did not always result in better results. This suggests that although weight sharing could be beneficial when modality parameters are similar, the anatomical and metabolic information provided by CT and PET scans are too dissimilar to consistently lead to improved PD-L1 status predictions.
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Affiliation(s)
- Ronrick Da-Ano
- LaTIM, UMR 1101, Inserm, University of Brest, Brest, France
| | | | - Olena Tankyevych
- LaTIM, UMR 1101, Inserm, University of Brest, Brest, France
- Nuclear Medicine, University of Poitiers, Poitiers, France
| | | | - Pierre-Henri Conze
- LaTIM, UMR 1101, Inserm, University of Brest, Brest, France
- IMT Atlantique, Brest, France
| | - Catherine Cheze Le Rest
- LaTIM, UMR 1101, Inserm, University of Brest, Brest, France
- Nuclear Medicine, University of Poitiers, Poitiers, France
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3
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Tóth LJ, Mokánszki A, Méhes G. The rapidly changing field of predictive biomarkers of non-small cell lung cancer. Pathol Oncol Res 2024; 30:1611733. [PMID: 38953007 PMCID: PMC11215025 DOI: 10.3389/pore.2024.1611733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Accepted: 06/04/2024] [Indexed: 07/03/2024]
Abstract
Lung cancer is a leading cause of cancer-related death worldwide in both men and women, however mortality in the US and EU are recently declining in parallel with the gradual cut of smoking prevalence. Consequently, the relative frequency of adenocarcinoma increased while that of squamous and small cell carcinomas declined. During the last two decades a plethora of targeted drug therapies have appeared for the treatment of metastasizing non-small cell lung carcinomas (NSCLC). Personalized oncology aims to precisely match patients to treatments with the highest potential of success. Extensive research is done to introduce biomarkers which can predict the effectiveness of a specific targeted therapeutic approach. The EGFR signaling pathway includes several sufficient targets for the treatment of human cancers including NSCLC. Lung adenocarcinoma may harbor both activating and resistance mutations of the EGFR gene, and further, mutations of KRAS and BRAF oncogenes. Less frequent but targetable genetic alterations include ALK, ROS1, RET gene rearrangements, and various alterations of MET proto-oncogene. In addition, the importance of anti-tumor immunity and of tumor microenvironment has become evident recently. Accumulation of mutations generally trigger tumor specific immune defense, but immune protection may be upregulated as an aggressive feature. The blockade of immune checkpoints results in potential reactivation of tumor cell killing and induces significant tumor regression in various tumor types, such as lung carcinoma. Therapeutic responses to anti PD1-PD-L1 treatment may correlate with the expression of PD-L1 by tumor cells. Due to the wide range of diagnostic and predictive features in lung cancer a plenty of tests are required from a single small biopsy or cytology specimen, which is challenged by major issues of sample quantity and quality. Thus, the efficacy of biomarker testing should be warranted by standardized policy and optimal material usage. In this review we aim to discuss major targeted therapy-related biomarkers in NSCLC and testing possibilities comprehensively.
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Affiliation(s)
- László József Tóth
- Department of Pathology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
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Ruiz G, Enrico D, Mahmoud YD, Ruiz A, Cantarella MF, Leguina L, Barberis M, Beña A, Brest E, Starapoli S, Mendoza Bertelli A, Tsou F, Pupareli C, Coppola MP, Scocimarro A, Sena S, Levit P, Perfetti A, Aman E, Girotti MR, Arrieta O, Martín C, Salanova R. Association of PD-L1 expression with driver gene mutations and clinicopathological characteristics in non-small cell lung cancer: A real-world study of 10 441 patients. Thorac Cancer 2024; 15:895-905. [PMID: 38456253 PMCID: PMC11016406 DOI: 10.1111/1759-7714.15244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Revised: 01/22/2024] [Accepted: 01/23/2024] [Indexed: 03/09/2024] Open
Abstract
BACKGROUND Programmed death ligand-1 (PD-L1) expression is a well-known predictive biomarker of response to immune checkpoint blockade in non-small cell lung cancer (NSCLC). However, there is limited evidence of the relationship between PD-L1 expression, clinicopathological features, and their association with major driver mutations in NSCLC patients in Latin America. METHODS This retrospective study included patients from Argentina with advanced NSCLC, and centralized evaluation of PD-L1 expression concurrently with genomic alterations in the driver genes EGFR, ALK, ROS1, BRAF, and/or KRAS G12C in FFPE tissue samples. RESULTS A total of 10 441 patients with advanced NSCLC were analyzed. Adenocarcinoma was the most frequent histological subtype (71.1%). PD-L1 expression was categorized as PD-L1 negative (45.1%), PD-L1 positive low-expression 1%-49% (32.3%), and PD-L1 positive high-expression ≥50% (22.6%). Notably, current smokers and males were more likely to have tumors with PD-L1 tumor proportion score (TPS) ≥50% and ≥ 80% expression, respectively (p < 0.001 and p = 0.013). Tumors with non-adenocarcinoma histology had a significantly higher median PD-L1 expression (p < 0.001). Additionally, PD-L1 in distant nodes was more likely ≥50% (OR 1.60 [95% CI: 1.14-2.25, p < 0.01]). In the multivariate analysis, EGFR-positive tumors were more commonly associated with PD-L1 low expression (OR 0.62 [95% CI: 0.51-0.75], p < 0.01), while ALK-positive tumors had a significant risk of being PD-L1 positive (OR 1.81 [95% CI: 1.30-2.52], p < 0.01). CONCLUSIONS PD-L1 expression was associated with well-defined clinicopathological and genomic features. These findings provide a comprehensive view of the expression of PD-L1 in patients with advanced NSCLC in a large Latin American cohort.
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Affiliation(s)
- Gonzalo Ruiz
- Pathology & Molecular Biology LaboratoriesBiomakersBuenos AiresArgentina
| | - Diego Enrico
- Thoracic Oncology Unit, Department of Medical OncologyAlexander Fleming Cancer InstituteBuenos AiresArgentina
- Clinical Research Unit, Department of Medical OncologyAlexander Fleming Cancer InstituteBuenos AiresArgentina
| | - Yamil D. Mahmoud
- Universidad Argentina de la Empresa (UADE), Instituto de Tecnología (INTEC)Buenos AiresArgentina
- Laboratorio de Glicomedicina, Instituto de Biología y Medicina Experimental (IBYME)Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET)Buenos AiresArgentina
| | - Alan Ruiz
- Pathology & Molecular Biology LaboratoriesBiomakersBuenos AiresArgentina
| | | | - Laura Leguina
- Pathology & Molecular Biology LaboratoriesBiomakersBuenos AiresArgentina
| | - Mariana Barberis
- Pathology & Molecular Biology LaboratoriesBiomakersBuenos AiresArgentina
| | - Asunción Beña
- Pathology & Molecular Biology LaboratoriesBiomakersBuenos AiresArgentina
| | - Esteban Brest
- Pathology & Molecular Biology LaboratoriesBiomakersBuenos AiresArgentina
| | - Solange Starapoli
- Pathology & Molecular Biology LaboratoriesBiomakersBuenos AiresArgentina
| | | | - Florencia Tsou
- Thoracic Oncology Unit, Department of Medical OncologyAlexander Fleming Cancer InstituteBuenos AiresArgentina
- Clinical Research Unit, Department of Medical OncologyAlexander Fleming Cancer InstituteBuenos AiresArgentina
| | - Carmen Pupareli
- Thoracic Oncology Unit, Department of Medical OncologyAlexander Fleming Cancer InstituteBuenos AiresArgentina
- Clinical Research Unit, Department of Medical OncologyAlexander Fleming Cancer InstituteBuenos AiresArgentina
| | - María Pía Coppola
- Medical Oncology UnitHospital Zonal Especializado en Agudos y Crónicos Dr. Antonio CetrangoloBuenos AiresArgentina
| | - Alejandra Scocimarro
- Medical Oncology UnitHospital Zonal Especializado en Agudos y Crónicos Dr. Antonio CetrangoloBuenos AiresArgentina
| | - Susana Sena
- Medical Oncology DepartmentHospital AlemánBuenos AiresArgentina
| | - Patricio Levit
- Medical Oncology UnitUnión Personal‐Accord SaludBuenos AiresArgentina
| | - Aldo Perfetti
- Medical Oncology UnitUnión Personal‐Accord SaludBuenos AiresArgentina
- Medical Oncology DepartmentCentro de Educación Médica e Investigaciones Clínicas (CEMIC)Buenos AiresArgentina
| | - Enrique Aman
- Medical Oncology Unit, Swiss Medical GroupBuenos AiresArgentina
| | - María Romina Girotti
- Pathology & Molecular Biology LaboratoriesBiomakersBuenos AiresArgentina
- Universidad Argentina de la Empresa (UADE), Instituto de Tecnología (INTEC)Buenos AiresArgentina
| | - Oscar Arrieta
- Head of Thoracic Oncology UnitUnidad Funcional de Oncología Torácica, Instituto Nacional de Cancerología (INCan)Mexico CityMexico
| | - Claudio Martín
- Thoracic Oncology Unit, Department of Medical OncologyAlexander Fleming Cancer InstituteBuenos AiresArgentina
- Clinical Research Unit, Department of Medical OncologyAlexander Fleming Cancer InstituteBuenos AiresArgentina
| | - Rubén Salanova
- Pathology & Molecular Biology LaboratoriesBiomakersBuenos AiresArgentina
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Kilaru S, Panda SS, Moharana L, Mohapatra D, Mohapatra SSG, Panda A, Kolluri S, Devaraj S, Biswas G. PD-L1 expression and its significance in advanced NSCLC: real-world experience from a tertiary care center. J Egypt Natl Canc Inst 2024; 36:3. [PMID: 38285225 DOI: 10.1186/s43046-024-00207-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Accepted: 01/13/2024] [Indexed: 01/30/2024] Open
Abstract
BACKGROUND Targeted therapies against programmed death ligand-1 (PD-L1) in non-small cell lung cancer (NSCLC) have revolutionized the management in recent years. There is paucity of data on the significance of PD-L1 expression in NSCLC from India. We aimed to study the prevalence of PD-L1 expression and its relation with different clinico-pathological parameters in advanced NSCLC from a tertiary care center in Eastern India. METHODS All consecutive patients with advanced NSCLC diagnosed from January 2020 to December 2021 were prospectively evaluated for PD-L1 expression in formalin fixed-paraffin embedded tumor tissue specimens using immunohistochemistry analysis. A PD-L1 expression of < 1%, 1-49%, and ≥ 50% were considered negative, low, and high expression positive respectively, and association with various parameters was performed. RESULTS Out of the 94 patients (mean age 59.6 ± 14 years and 63.8% males), PD-L1 positivity was seen in 42 (44.7%) patients, with low positivity (1-49%) in 29 patients and high positivity (≥ 50%) in 13 patients. Epidermal Growth Factor Receptor (EGFR) mutations were seen in 28 patients (29.8%). There were no significant differences in PD-L1 positivity with respect to gender, age, and molecular mutation status. PD-L1 positivity was significantly associated with tobacco use (p = 0.04), advanced tumor stage (p < 0.001), and higher nodal stage (p < 0.001). Median overall survival in the cohort was 17 months and it was not significantly different between the PD-L1 positive and negative groups. CONCLUSIONS Forty-five percent of advanced NSCLC patients in our cohort showed positive PD-L1 expression and it is associated with tobacco use and aggressive tumor characteristics.
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Affiliation(s)
- Sindhu Kilaru
- Department of Medical Oncology, IMS and SUM Hospital, Siksha 'O' Anusandhan University, Bhubaneshwar, Odisha, India.
| | - Soumya Surath Panda
- Department of Medical Oncology, IMS and SUM Hospital, Siksha 'O' Anusandhan University, Bhubaneshwar, Odisha, India
| | - Lalatendu Moharana
- Department of Medical Oncology, IMS and SUM Hospital, Siksha 'O' Anusandhan University, Bhubaneshwar, Odisha, India
| | - Debahuti Mohapatra
- Department of Pathology, IMS & SUM Hospital, Siksha 'O' Anusandhan University, Bhubaneswar, Odisha, India
| | - Satya Sundar G Mohapatra
- Department of Radiology, IMS & SUM Hospital, Siksha 'O' Anusandhan University, Bhubaneswar, Odisha, India
| | - Adyakinkar Panda
- Department of Radiology, IMS & SUM Hospital, Siksha 'O' Anusandhan University, Bhubaneswar, Odisha, India
| | - Spoorthy Kolluri
- Department of Medical Oncology, IMS and SUM Hospital, Siksha 'O' Anusandhan University, Bhubaneshwar, Odisha, India
| | - Suma Devaraj
- Department of Medical Oncology, IMS and SUM Hospital, Siksha 'O' Anusandhan University, Bhubaneshwar, Odisha, India
| | - Ghanashyam Biswas
- Department of Medical Oncology, IMS and SUM Hospital, Siksha 'O' Anusandhan University, Bhubaneshwar, Odisha, India
- Department of Medical Oncology, Sparsh Hospital, Bhubaneswar, Odisha, India
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Aggarwal A, Sharma S, Brar Z, Kumar V, Kumar A, Katara R, Mohanty SK. Comprehensive molecular analysis of driver mutations in non-small cell lung carcinomas and its correlation with PD-L1 expression, An Indian perspective. Pathol Res Pract 2024; 253:155013. [PMID: 38096714 DOI: 10.1016/j.prp.2023.155013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Revised: 12/01/2023] [Accepted: 12/02/2023] [Indexed: 01/24/2024]
Abstract
BACKGROUND The understanding of molecular mechanisms involved in non-small cell lung carcinoma (NSCLC) has revolutionized significantly in the recent years. These have helped to develop personalized management strategies by identifying specific molecular alterations such as mutations in EGFR, ROS1, BRAF, ERBB2, MET, ALK, and KRAS genes. These mutations are targetable ensuring a better clinical outcome. Next-generation sequencing (NGS) methodology is the recommended technique for the identification of driver mutations in the five hot-spot genes (EGFR, ALK, ROS1, MET, and BRAF) involved in the NSCLC. NGS has numerous advantages including multiplexing, tissue conservation, identification of rare and novel variants, and reduced cost over the sequential single gene testing. Herein, we sought to demonstrate the mutational profile in NSCLC and their clinicopathologic correlation in a contemporary cohort of Indian NSCLC patients. Additionally, we studied the correlation of oncogenic driver mutations with PD-L1 status in these patients. MATERIALS AND METHODS Five fifty-two stage IV NSCLC patients (adenocarcinoma=490; squamous cell carcinoma=51; adenosquamous carcinoma=5; large cell carcinoma=2; sarcomatoid carcinoma=3; spindle cell carcinoma=1) underwent broad molecular profiling by a custom-made, targeted DNA- and RNA-based five hot-spot genes lung cancer panel (EGFR, ALK, ROS1, BRAF, and MET), compatible with the NGS Ion S5 system. The mutations were correlated with the clinicopathologic characteristics. Additionally, PD-L1 expression status, available on 252 tumors, was correlated with the oncogenic drivers. RESULTS Validation of the 5 gene panel yielded the following results: a) specificity of 99.74%; b) sensitivity of 100% for single nucleotide variants (SNVs) (>5% variant allele frequency, VAF), indels (>10% VAF) and fusions; c) 100% intra- and inter-run reproducibility; d) 88% inter-laboratory agreement. Validated panel was then used to analyze clinical samples. Sixty percentage tumors harbored either one (54.71%) or multiple (3.26%) mutations. EGFR and BRAF V600E mutations, ALK and ROS1 rearrangements, and MET exon 14 skipping mutation were observed in 38.41% (n = 212) and 2.72% (n = 15) patients, 12.14% (n = 67) and 3.62% (n = 20) patients, and 1.09% (n = 6) patients, respectively. EGFR exon 19 deletion accounted for 52.83% of all mutations, followed by L858R (35.85%), T790M (5.19%), exon 20 insertions (6.6%), and other rare mutations (G719X, L861Q, S768I) (9.91%). Concurrent EGFR with ALK, EGFR with ROS1, EGFR with MET, and EGFR with BRAF were observed in 10, 4, 1, and 3 patients, respectively. PD-L1 was expressed in 134 patients (53.2%). Exon 19 deletion was more prevalent in PD-L1 negative tumors whereas exon 21 substitution (L858R) was seen more in PD-L1 positive tumors. CONCLUSIONS This is one of the largest cohorts of NSCLC for comprehensive targeted mutational profiling and correlation with the PD-L1 expression. The mutations are more prevalent in non-smoker females for all genes, except ALK (non-smoker males). MET and BRAF mutations are more common in elderly population whereas EGFR mutations, and ALK and ROS1 genes rearrangements are more prevalent in younger population. The most common histopathologic subtype/feature associated with various mutations was as follows: acinar with EGFR, solid with ALK, macronucleoli with ROS1, signet ring with MET, and micropapillary with BRAF.
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Affiliation(s)
- Aditi Aggarwal
- Department of Molecular Pathology, CORE Diagnostics, Gurugram, Haryana, India
| | - Shivani Sharma
- Department of Molecular Pathology, CORE Diagnostics, Gurugram, Haryana, India
| | - Zoya Brar
- Department of Molecular Pathology, CORE Diagnostics, Gurugram, Haryana, India
| | - Vipin Kumar
- Department of Molecular Pathology, CORE Diagnostics, Gurugram, Haryana, India
| | - Akash Kumar
- Department of Molecular Pathology, CORE Diagnostics, Gurugram, Haryana, India
| | - Rahul Katara
- Department of Molecular Pathology, CORE Diagnostics, Gurugram, Haryana, India
| | - Sambit K Mohanty
- Department of Molecular Pathology, CORE Diagnostics, Gurugram, Haryana, India.
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Tønnesen EMT, Stougaard M, Meldgaard P, Lade-Keller J. Prognostic value of KRAS mutations, TP53 mutations and PD-L1 expression among lung adenocarcinomas treated with immunotherapy. J Clin Pathol 2023; 77:54-60. [PMID: 36410939 DOI: 10.1136/jcp-2022-208574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 10/25/2022] [Indexed: 11/22/2022]
Abstract
AIMS The aim of this study was to investigate the association between oncogenic alterations and programmed cell death ligand 1 (PD-L1) expression in lung adenocarcinomas, as well as the prognostic value of KRAS and/or TP53 mutations in patients treated with immunotherapy. METHODS This study is a retrospective cohort study of 519 patients with lung adenocarcinomas analysed for mutations and PD-L1 expression. Data were collected from electronic pathology record system, next-generation sequencing system, and clinical databases. Association between mutations and PD-L1 expression was investigated, as well as survival statistics of the 65 patients treated with immunotherapy. RESULTS 41% of the samples contained a KRAS mutation, predominantly together with mutations in TP53 (41%) or STK11 (10%). Higher expression of PD-L1 was seen among patients with KRAS mutations (p=0.002) and EGFR wild type (p=0.006). For patients treated with immunotherapy, there was no statistically significant difference for overall survival (OS) and progression-free survival (PFS) according to KRAS mutation status, TP53 mutation status or PD-L1 expression. The HR for concomitant mutations in TP53 and KRAS was 0.78 (95% CI 0.62 to 0.99) for OS and 0.43 (0.21 to 0.88) for PFS. Furthermore, concomitant TP53 and KRAS mutations predicted a better PFS (p=0.015) and OS (p=0.029) compared with no mutations or a single mutation in either TP53 or KRAS. CONCLUSION Mutations in TP53 together with KRAS may serve as a potential biomarker for survival benefits with immunotherapy.
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Affiliation(s)
- Ea Maria Tønning Tønnesen
- Department of Pathology, Aarhus University Hospital, Aarhus, Denmark
- Department of Pathology, Viborg Regional Hospital, Viborg, Denmark
| | - Magnus Stougaard
- Department of Pathology, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Peter Meldgaard
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Johanne Lade-Keller
- Department of Pathology, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
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Liang S, Wang H, Tian H, Xu Z, Wu M, Hua D, Li C. The prognostic biological markers of immunotherapy for non-small cell lung cancer: current landscape and future perspective. Front Immunol 2023; 14:1249980. [PMID: 37753089 PMCID: PMC10518408 DOI: 10.3389/fimmu.2023.1249980] [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: 06/29/2023] [Accepted: 08/24/2023] [Indexed: 09/28/2023] Open
Abstract
The emergence of immunotherapy, particularly programmed cell death 1 (PD-1) and programmed cell death ligand-1 (PD-L1) produced profound transformations for treating non-small cell lung cancer (NSCLC). Nevertheless, not all NSCLC patients can benefit from immunotherapy in clinical practice. In addition to limited response rates, exorbitant treatment costs, and the substantial threats involved with immune-related adverse events, the intricate interplay between long-term survival outcomes and early disease progression, including early immune hyperprogression, remains unclear. Consequently, there is an urgent imperative to identify robust predictive and prognostic biological markers, which not only possess the potential to accurately forecast the therapeutic efficacy of immunotherapy in NSCLC but also facilitate the identification of patient subgroups amenable to personalized treatment approaches. Furthermore, this advancement in patient stratification based on certain biological markers can also provide invaluable support for the management of immunotherapy in NSCLC patients. Hence, in this review, we comprehensively examine the current landscape of individual biological markers, including PD-L1 expression, tumor mutational burden, hematological biological markers, and gene mutations, while also exploring the potential of combined biological markers encompassing radiological and radiomic markers, as well as prediction models that have the potential to better predict responders to immunotherapy in NSCLC with an emphasis on some directions that warrant further investigation which can also deepen the understanding of clinicians and provide a reference for clinical practice.
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Affiliation(s)
- Shuai Liang
- Department of Oncology, The Affiliated Wuxi People’s Hospital of Nanjing Medical University, Wuxi, China
| | - Hanyu Wang
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Haixia Tian
- Department of Oncology, The Affiliated Wuxi People’s Hospital of Nanjing Medical University, Wuxi, China
| | - Zhicheng Xu
- Department of Oncology, The Affiliated Wuxi People’s Hospital of Nanjing Medical University, Wuxi, China
| | - Min Wu
- Suzhou Cancer Center Core Laboratory, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China
| | - Dong Hua
- Department of Oncology, The Affiliated Wuxi People’s Hospital of Nanjing Medical University, Wuxi, China
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Chengming Li
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
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9
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Wu X, Song W, Cheng C, Liu Z, Li X, Cui Y, Gao Y, Li D. Small molecular inhibitors for KRAS-mutant cancers. Front Immunol 2023; 14:1223433. [PMID: 37662925 PMCID: PMC10470052 DOI: 10.3389/fimmu.2023.1223433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 07/31/2023] [Indexed: 09/05/2023] Open
Abstract
Three rat sarcoma (RAS) gene isoforms, KRAS, NRAS, and HRAS, constitute the most mutated family of small GTPases in cancer. While the development of targeted immunotherapies has led to a substantial improvement in the overall survival of patients with non-KRAS-mutant cancer, patients with RAS-mutant cancers have an overall poorer prognosis owing to the high aggressiveness of RAS-mutant tumors. KRAS mutations are strongly implicated in lung, pancreatic, and colorectal cancers. However, RAS mutations exhibit diverse patterns of isoforms, substitutions, and positions in different types of cancers. Despite being considered "undruggable", recent advances in the use of allele-specific covalent inhibitors against the most common mutant form of RAS in non-small-cell lung cancer have led to the development of effective pharmacological interventions against RAS-mutant cancer. Sotorasib (AMG510) has been approved by the FDA as a second-line treatment for patients with KRAS-G12C mutant NSCLC who have received at least one prior systemic therapy. Other KRAS inhibitors are on the way to block KRAS-mutant cancers. In this review, we summarize the progress and promise of small-molecule inhibitors in clinical trials, including direct inhibitors of KRAS, pan-RAS inhibitors, inhibitors of RAS effector signaling, and immune checkpoint inhibitors or combinations with RAS inhibitors, to improve the prognosis of tumors with RAS mutations.
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Affiliation(s)
- Xuan Wu
- Department of Internal Medicine, The Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China
- Academy of Medical Science, Zhengzhou University, Zhengzhou, China
| | - Wenping Song
- Department of Pharmacy, The Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China
- Henan Engineering Research Center for Tumor Precision Medicine and Comprehensive Evaluation, Henan Cancer Hospital, Zhengzhou, China
- Henan Provincial Key Laboratory of Anticancer Drug Research, Henan Cancer Hospital, Zhengzhou, China
| | - Cheng Cheng
- Department of Internal Medicine, The Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China
| | - Ziyang Liu
- Academy of Medical Science, Zhengzhou University, Zhengzhou, China
| | - Xiang Li
- Department of Internal Medicine, The Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China
| | - Yu Cui
- Department of Internal Medicine, The Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China
| | - Yao Gao
- Department of Internal Medicine, The Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China
| | - Ding Li
- Department of Pharmacy, The Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China
- Henan Engineering Research Center for Tumor Precision Medicine and Comprehensive Evaluation, Henan Cancer Hospital, Zhengzhou, China
- Henan Provincial Key Laboratory of Anticancer Drug Research, Henan Cancer Hospital, Zhengzhou, China
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10
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Puri M, Gawri K, Dawar R. Therapeutic strategies for BRAF mutation in non-small cell lung cancer: a review. Front Oncol 2023; 13:1141876. [PMID: 37645429 PMCID: PMC10461310 DOI: 10.3389/fonc.2023.1141876] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 07/24/2023] [Indexed: 08/31/2023] Open
Abstract
Lung cancer is the leading cause of cancer related deaths. Among the two broad types of lung cancer, non-small cell lung cancer accounts for 85% of the cases. The study of the genetic alteration has facilitated the development of targeted therapeutic interventions. Some of the molecular alterations which are important targets for drug therapy include Kirsten rat sarcoma (KRAS), Epidermal Growth Factor Receptor (EGFR), V-RAF murine sarcoma viral oncogene homolog B (BRAF), anaplastic lymphoma kinase gene (ALK). In the setting of extensive on-going clinical trials, it is imperative to periodically review the advancements and the newer drug therapies being available. Among all mutations, BRAF mutation is common with incidence being 8% overall and 1.5 - 4% in NSCLC. Here, we have summarized the BRAF mutation types and reviewed the various drug therapy available - for both V600 and nonV600 group; the mechanism of resistance to BRAF inhibitors and strategies to overcome it; the significance of comprehensive profiling of concurrent mutations, and the role of immune checkpoint inhibitor in BRAF mutated NSCLC. We have also included the currently ongoing clinical trials and recent advancements including combination therapy that would play a role in improving the overall survival and outcome of NSCLC.
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Affiliation(s)
- Megha Puri
- Department of Internal Medicine, Saint Peter’s University Hospital, New Brunswick, NJ, United States
| | - Kunal Gawri
- Department of Pulmonary, Critical Care and Sleep Medicine, University of Buffalo, Buffalo, NY, United States
| | - Richa Dawar
- Sylvester Comprehensive Cancer Center, University of Miami Health System, Miami, FL, United States
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11
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LIAM CK, YEW CY, PANG YK, WONG CK, POH ME, TAN JL, SOO CI, LOH TC, CHIN KK, MUNUSAMY V, LIAM YS, IBRAHIM NH. Common driver mutations and programmed death-ligand 1 expression in advanced non-small cell lung cancer in smokers and never smokers. BMC Cancer 2023; 23:659. [PMID: 37452277 PMCID: PMC10347799 DOI: 10.1186/s12885-023-11156-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Accepted: 07/06/2023] [Indexed: 07/18/2023] Open
Abstract
BACKGROUND In non-small cell lung cancer (NSCLC), there may be a relationship between programmed death-ligand 1 (PD-L1) expression, driver mutations and cigarette smoking. METHODS In this single-center retrospective study, the relationship between common driver mutations (EGFR mutation and ALK rearrangement) and PD-L1 expression in advanced NSCLC according to the patients' smoking history was examined. Light, moderate and heavy smokers had smoked < 20, 20-39, and ≥ 40 pack-years, respectively. The level of PD-L1 expression, assessed using Ventana SP263 monoclonal antibody assay, was defined by the tumor proportion score (TPS) as high expression (TPS ≥ 50%), low expression (TPS 1%-49%) and no expression (TPS < 1%). RESULTS 101 (52.9%) of 191 advanced NSCLC patients were never smokers. EGFR mutations were more common in never smokers (64.4%) than in smokers (17.8%) with advanced NSCLC (P < 0.0001). A higher proportion of smokers (26.7%) had high PD-L1 expression compared to never smokers (13.9%) (P = 0.042). There was a trend for a higher proportion of male NSCLC patients [28 of 115 (24.3%)] than female patients [10 of 76 (13.2%)] to have high PD-L1 expression (P = 0.087]. High PD-L1 expression was seen in 32 of 110 (29.1%) patients with EGFR wild-type NSCLC but only in 6 of 81 (7.4%) patients with EGFR-mutant tumors (P < 0.0001). Among the 90 smokers with NSCLC, a higher proportion of heavy smokers (35.8%) than non-heavy smokers (13.5%) had high PD-L1 expression (P = 0.034). In patients with adenocarcinoma, high PD-L1 expression was seen in 25 of 77 (32.5%) patients with EGFR wild-type tumors but only in 4 of 70 (5.7%) patients with EGFR-mutant tumors (P < 0.0001). Among patients with adenocarcinoma, a significantly higher proportion of ever smokers (29.3%) than never smokers (13.5%) had high PD-L1 expression (P = 0.032). Among smokers with adenocarcinoma, a significantly higher proportion of heavy smokers (44.1%) than non-heavy smokers (8.3%) had high PD-L1 expression (P = 0.004). On multivariate analysis, after adjusting for gender and smoking status, heavy smoking and EGFR wild-type tumors remained significantly associated with high PD-L1 expression in NSCLCs and also in adenocarcinoma. CONCLUSIONS Heavy smoking and EGFR wild-type tumors were significantly associated with high PD-L1 expression in NSCLCs and also in adenocarcinoma.
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Affiliation(s)
- Chong Kin LIAM
- Department of Medicine, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
- Department of Medicine, University of Malaya Medical Centre, 59100 Kuala Lumpur, Malaysia
| | - Chian Yih YEW
- Department of Medicine, University of Malaya Medical Centre, 59100 Kuala Lumpur, Malaysia
| | - Yong Kek PANG
- Department of Medicine, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
- Department of Medicine, University of Malaya Medical Centre, 59100 Kuala Lumpur, Malaysia
| | - Chee Kuan WONG
- Department of Medicine, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
- Department of Medicine, University of Malaya Medical Centre, 59100 Kuala Lumpur, Malaysia
| | - Mau Ern POH
- Department of Medicine, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
- Department of Medicine, University of Malaya Medical Centre, 59100 Kuala Lumpur, Malaysia
| | - Jiunn Liang TAN
- Department of Medicine, University of Malaya Medical Centre, 59100 Kuala Lumpur, Malaysia
| | - Chun Ian SOO
- Department of Medicine, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
- Department of Medicine, University of Malaya Medical Centre, 59100 Kuala Lumpur, Malaysia
| | - Thian Chee LOH
- Department of Medicine, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
- Department of Medicine, University of Malaya Medical Centre, 59100 Kuala Lumpur, Malaysia
| | - Ka Kiat CHIN
- Department of Medicine, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
- Department of Medicine, University of Malaya Medical Centre, 59100 Kuala Lumpur, Malaysia
| | - Vijayan MUNUSAMY
- Department of Medicine, University of Malaya Medical Centre, 59100 Kuala Lumpur, Malaysia
| | - Yong Sheng LIAM
- Clinical Investigation Centre, University of Malaya Medical Centre, 59100 Kuala Lumpur, Malaysia
| | - Nur Husna IBRAHIM
- Department of Medicine, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
- Department of Medicine, University of Malaya Medical Centre, 59100 Kuala Lumpur, Malaysia
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12
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Vokes NI, Pan K, Le X. Efficacy of immunotherapy in oncogene-driven non-small-cell lung cancer. Ther Adv Med Oncol 2023; 15:17588359231161409. [PMID: 36950275 PMCID: PMC10026098 DOI: 10.1177/17588359231161409] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Accepted: 02/13/2023] [Indexed: 03/20/2023] Open
Abstract
For advanced metastatic non-small-lung cancer, the landscape of actionable driver alterations is rapidly growing, with nine targetable oncogenes and seven approvals within the last 5 years. This accelerated drug development has expanded the reach of targeted therapies, and it may soon be that a majority of patients with lung adenocarcinoma will be eligible for a targeted therapy during their treatment course. With these emerging therapeutic options, it is important to understand the existing data on immune checkpoint inhibitors (ICIs), along with their efficacy and safety for each oncogene-driven lung cancer, to best guide the selection and sequencing of various therapeutic options. This article reviews the clinical data on ICIs for each of the driver oncogene defined lung cancer subtypes, including efficacy, both for ICI as monotherapy or in combination with chemotherapy or radiation; toxicities from ICI/targeted therapy in combination or in sequence; and potential strategies to enhance ICI efficacy in oncogene-driven non-small-cell lung cancers.
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Affiliation(s)
- Natalie I. Vokes
- Department of Thoracic Head and Neck Medical
Oncology, MD Anderson Cancer Center, Houston, TX, USA
- Department of Genomic Medicine, MD Anderson
Cancer Center, Houston, TX, USA
| | - Kelsey Pan
- Department of Cancer Medicine, MD Anderson
Cancer Center, Houston, TX, USA
| | - Xiuning Le
- Department of Thoracic Head and Neck Medical
Oncology, MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX 77030,
USA
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13
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Veccia A, Dipasquale M, Kinspergher S, Monteverdi S, Girlando S, Barbareschi M, Caffo O. Impact of KRAS Mutations on Clinical Outcomes of Patients with Advanced Non-Squamous Non-Small Cell Lung Cancer Receiving Anti-PD-1/PD-L1 Therapy. Target Oncol 2023; 18:129-138. [PMID: 36482151 PMCID: PMC9928930 DOI: 10.1007/s11523-022-00934-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/09/2022] [Indexed: 12/13/2022]
Abstract
BACKGROUND KRAS is the most frequently mutated gene in non-small cell lung cancer (NSCLC), however conflicting data are available on its role as a biomarker. OBJECTIVE The aim of our work was to investigate the impact of KRAS mutations on response and survival outcomes in advanced non-squamous NSCLC patients treated with immune checkpoint inhibitors alone or in combination with chemotherapy. PATIENTS AND METHODS We retrospectively identified 119 patients, most of whom (58%) were KRAS wild type. For each patient we evaluated overall survival (OS), progression-free survival (PFS), and disease control rate (DCR). An exploratory analysis was performed among KRAS mutated patients to investigate the impact of specific KRAS mutations on response and survival outcomes. RESULTS After a median follow-up of 10.3 months, the median OS was 14.9 months (95% confidence interval [CI] 7.6-22.7) in wild-type KRAS patients versus 14.7 months (95% CI 8.0-19.5) in mutated KRAS patients (p = 0.529). No differences were detected between the two groups in terms of PFS and DCR. Patients with a KRAS G12C mutation reported survival and response outcomes that were not statistically different from those of patients with other KRAS mutations. CONCLUSION Our data confirmed that KRAS mutational status is not associated with survival and response outcomes in advanced non-squamous NSCLC patients treated with immunotherapy alone or combined with chemotherapy.
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Affiliation(s)
- Antonello Veccia
- Medical Oncology, Santa Chiara Hospital, Largo Medaglie d’Oro 1, 38122 Trento, Italy
| | | | - Stefania Kinspergher
- Medical Oncology, Santa Chiara Hospital, Largo Medaglie d’Oro 1, 38122 Trento, Italy
| | - Sara Monteverdi
- Medical Oncology, Santa Chiara Hospital, Largo Medaglie d’Oro 1, 38122 Trento, Italy
| | | | | | - Orazio Caffo
- Medical Oncology, Santa Chiara Hospital, Largo Medaglie d’Oro 1, 38122 Trento, Italy
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14
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Justeau G, Huchot E, Simonneau Y, Roa M, Le Treut J, Le Garff G, Bylicki O, Schott R, Bravard AS, Tiercin M, Lamy R, De Chabot G, Marty A, Moreau D, Locher C, Bernier C, Chouaid C, Descourt R. Impact of KRAS G12C mutation in patients with advanced non-squamous non-small cell lung cancer treated with first-line pembrolizumab monotherapy. Lung Cancer 2022; 174:45-49. [PMID: 36323057 DOI: 10.1016/j.lungcan.2022.10.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 10/18/2022] [Accepted: 10/20/2022] [Indexed: 11/07/2022]
Abstract
OBJECTIVES Few data are available on the impact of KRAS mutation in patients with advanced non-squamous non-small cell lung cancer (aNSCLC) treated with immunotherapy. This analysis assessed the impact of KRAS mutation on the efficiency of first-line pembrolizumab immunotherapy in aNSCLC patients with PD-L1 ≥ 50 %. METHODS This was a secondary analysis of the ESCKEYP study, a retrospective, national, multicenter study which included consecutively all metastatic NSCLC patients who initiated first-line treatment with pembrolizumab monotherapy from May 2017 (date of pembrolizumab availability in this indication in France) to November 22, 2019 (pembrolizumab-chemotherapy combination approval). Progression-free survival (PFS) and overall survival (OS) were calculated from the start of pembrolizumab treatment by the Kaplan-Meier method. Tumor response and PFS were assessed locally. RESULTS Among the 681 non-squamous aNSCLC PD-L1 ≥ 50 % patients treated with pembrolizumab in the first line, 227 (33.0 %) had a KRAS mutation (KRAS G12C, 12.5 %; KRAS non-G12C, 20.5 %). Except among non-smokers (KRAS G12C, 0 %; KRAS non-G12C, 2.9 %; no KRAS mutation, 9.2 %), patients presented no differences in terms of sex, age, number and sites of metastatic disease at diagnosis, use of corticosteroids, use of antibiotics, and for biological factors between wild-type KRAS, KRAS G12C and non-KRAS G12C groups. Median (95 % CI) PFS in months were 7.0 (3.7-14) for KRAS G12C, 4.8 (3.4-6.7) for KRAS non-G12C and 8.5 (7.3-10.6) for wild-type KRAS genotypes (p = 0.23). Median OS were 18.4 (12.6-NR), 20.6 (11.4-NR) and 27.1 (18.7-34.2) months, respectively (p = 0.57). CONCLUSION No difference in efficacy was observed in non-squamous aNSCLC patients treated with first-line pembrolizumab immunotherapy whether they presented a KRAS G12C, non KRAS G12C or wild-type KRAS genotype.
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Affiliation(s)
- Grégoire Justeau
- Department of Respiratory and Sleep Medicine, Angers University Hospital, 4 rue Larrey, 49000 Angers, France; INSERM U955, Créteil, France.
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15
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Gao L, Shen W. Light at the end of the tunnel: Clinical features and therapeutic prospects of KRAS mutant subtypes in non-small-cell lung cancer. Front Genet 2022; 13:890247. [PMID: 36338994 PMCID: PMC9634530 DOI: 10.3389/fgene.2022.890247] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Accepted: 10/06/2022] [Indexed: 10/24/2024] Open
Abstract
Lung cancer is one of the most common causes of cancer-related deaths, and non-small-cell lung cancer (NSCLC) accounts for approximately 85% of all lung cancer cases. Kirsten rat sarcoma virus (KRAS), one of the three subtypes of the RAS family, is the most common oncogene involved in human cancers and encodes the key signaling proteins in tumors. Oncogenic KRAS mutations are considered the initiating factors in 30% of NSCLC cases, accounting for the largest proportion of NSCLC cases associated with driver mutations. Because effective inhibition of the related functions of KRAS with traditional small-molecule inhibitors is difficult, the KRAS protein is called an "undruggable target." However, in recent years, the discovery of a common mutation in the KRAS gene, glycine 12 mutated to cysteine (G12C), has led to the design and synthesis of covalent inhibitors that offer novel strategies for effective targeting of KRAS. In this review, we have summarized the structure, function, and signal transduction pathways of KRAS and discussed the available treatment strategies and potential treatment prospects of KRAS mutation subtypes (especially G12C, G12V, and G12D) in NSCLC, thus providing a reference for selecting KRAS mutation subtypes for the treatment of NSCLC.
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Affiliation(s)
| | - Weizhang Shen
- Department of Oncology and Hematology, The Second Hospital of Jilin University, Changchun, China
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16
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Chu CH, Huang YH, Lee PH, Hsu KH, Chen KC, Su KY, Yu SL, Tseng JS, Yang TY, Chang GC. Various impacts of driver mutations on the PD-L1 expression of NSCLC. PLoS One 2022; 17:e0273207. [PMID: 35980949 PMCID: PMC9387808 DOI: 10.1371/journal.pone.0273207] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 08/04/2022] [Indexed: 01/09/2023] Open
Abstract
We aimed to evaluate whether different driver mutations have varying impacts on the programmed cell death-ligand 1 (PD-L1) expression of non-small cell lung cancer (NSCLC), and whether the prognostic roles of PD-L1 amongst our patients were divergent. This was a single-institute study that included patients with NSCLC. Six driver mutations, PD-L1 status, and the outcomes of treatment were assessed. A total of 1,001 NSCLC patients were included for analysis. Overall, the PD-L1 positive (TPS ≥ 1%) and strong positive (TPS ≥ 50%) rates were 52.2% and 17.3%, respectively. As compared with wild type lung adenocarcinoma, EGFR-mutant and HER2-mutant patients had similarly low PD-L1 and strong PD-L1 positive rates. BRAF-mutant patients had numerically higher PD-L1 and strong PD-L1 positive rates. Patients with fusion mutation (ALK and ROS1) (aOR 2.32 [95% CI 1.10-4.88], P = 0.027 and 2.33 [95% CI 1.11-4.89], P = 0.026), KRAS mutation (aOR 2.58 [95% CI 1.16-5.75], P = 0.020 and 2.44 [95% CI 1.11-5.35], P = 0.026), and non-adenocarcinoma histology (aOR 2.73 [95% CI 1.72-4.34], P < 0.001 and 1.93 [95% CI 1.13-3.30], P = 0.016) all had significantly higher PD-L1 and strong PD-L1 positive rates. A trend towards longer survival was noted in ROS-1 rearranged and KRAS-mutant patients with strong PD-L1 expression who had received crizotinib and chemotherapy, respectively. In conclusion, individual driver mutations had various impacts on the PD-L1 expression of NSCLC patients. The prognostic role of PD-L1 may also be divergent amongst patients harboring different driver mutations.
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Affiliation(s)
- Cheng-Hsiang Chu
- Division of Chest Medicine, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
- Division of Pulmonary Medicine, Department of Internal Medicine, Chung Shan Medical University Hospital, Taichung, Taiwan
- School of Medicine, Chung Shan Medical University, Taichung, Taiwan
| | - Yen-Hsiang Huang
- Division of Chest Medicine, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
- Institute of Biomedical Sciences, National Chung Hsing University, Taichung, Taiwan
- College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Po-Hsin Lee
- Division of Chest Medicine, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
- College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Ph.D. Program in Translational Medicine, National Chung Hsing University, Taichung, Taiwan
- Rong Hsing Research Center For Translational Medicine, National Chung Hsing University, Taichung, Taiwan
| | - Kuo-Hsuan Hsu
- Division of Critical Care and Respiratory Therapy, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Kun-Chieh Chen
- Division of Pulmonary Medicine, Department of Internal Medicine, Chung Shan Medical University Hospital, Taichung, Taiwan
- School of Medicine, Chung Shan Medical University, Taichung, Taiwan
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan
| | - Kang-Yi Su
- Department of Clinical Laboratory Sciences and Medical Biotechnology, College of Medicine, National Taiwan University, Taipei, Taiwan
- Department of Laboratory Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Sung-Liang Yu
- Department of Clinical Laboratory Sciences and Medical Biotechnology, College of Medicine, National Taiwan University, Taipei, Taiwan
- Department of Laboratory Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Institute of Medical Device and Imaging, College of Medicine, National Taiwan University, Taipei, Taiwan
- Graduate Institute of Pathology, College of Medicine, National Taiwan University, Taipei, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Jeng-Sen Tseng
- Division of Chest Medicine, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
- Institute of Biomedical Sciences, National Chung Hsing University, Taichung, Taiwan
- College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan
| | - Tsung-Ying Yang
- Division of Chest Medicine, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
- Department of Life Sciences, National Chung Hsing University, Taichung, Taiwan
| | - Gee-Chen Chang
- Division of Pulmonary Medicine, Department of Internal Medicine, Chung Shan Medical University Hospital, Taichung, Taiwan
- School of Medicine, Chung Shan Medical University, Taichung, Taiwan
- Institute of Biomedical Sciences, National Chung Hsing University, Taichung, Taiwan
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan
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17
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Guo Q, Liu L, Chen Z, Fan Y, Zhou Y, Yuan Z, Zhang W. Current treatments for non-small cell lung cancer. Front Oncol 2022; 12:945102. [PMID: 36033435 PMCID: PMC9403713 DOI: 10.3389/fonc.2022.945102] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 07/06/2022] [Indexed: 12/12/2022] Open
Abstract
Despite improved methods of diagnosis and the development of different treatments, mortality from lung cancer remains surprisingly high. Non-small cell lung cancer (NSCLC) accounts for the large majority of lung cancer cases. Therefore, it is important to review current methods of diagnosis and treatments of NSCLC in the clinic and preclinic. In this review, we describe, as a guide for clinicians, current diagnostic methods and therapies (such as chemotherapy, chemoradiotherapy, targeted therapy, antiangiogenic therapy, immunotherapy, and combination therapy) for NSCLC.
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Affiliation(s)
- Qianqian Guo
- Department of Pharmacy, Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou University, Zhengzhou, China
| | - Liwei Liu
- Department of Pharmacy, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Zelong Chen
- Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Artificial Intelligence and IoT Smart Medical Engineering Research Center of Henan Province, Zhengzhou, China
| | - Yannan Fan
- Department of Pharmacy, Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou University, Zhengzhou, China
| | - Yang Zhou
- Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, China
| | - Ziqiao Yuan
- Key Laboratory of Advanced Drug Preparation Technologies, Ministry of Education, School of Pharmaceutical Sciences, Zhengzhou University, State Key Laboratory of Esophageal Cancer Prevention and Treatment, Zhengzhou University, Zhengzhou, China
- *Correspondence: Wenzhou Zhang, ; Ziqiao Yuan,
| | - Wenzhou Zhang
- Department of Pharmacy, Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou University, Zhengzhou, China
- *Correspondence: Wenzhou Zhang, ; Ziqiao Yuan,
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18
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Lei Y, Wang K, Liu Y, Wang X, Xiang X, Ning X, Ding W, Duan J, Li D, Zhao W, Li Y, Zhang F, Luo X, Shi Y, Wang Y, Huang D, Bai Y, Zhang H. Various Subtypes of EGFR Mutations in Patients With NSCLC Define Genetic, Immunologic Diversity and Possess Different Prognostic Biomarkers. Front Immunol 2022; 13:811601. [PMID: 35265073 PMCID: PMC8899028 DOI: 10.3389/fimmu.2022.811601] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Accepted: 01/24/2022] [Indexed: 11/13/2022] Open
Abstract
Based on data analysis of 9649 Chinese primary NSCLC patients, we calculated the exact proportion of EGFR subtypes in NSCLC and evaluated the TMB level, PD-L1 expression level and tumor immune microenvironment among different EGFR mutation subtypes. Postoperative follow-up data for 98 patients were collected and analyzed. The results showed that several uncommon EGFR mutation subtypes have a higher proportion of TMB-high or strong positive PD-L1 expression than the total EGFR mutation group. In addition, different subtypes have different characteristics related to the immune microenvironment, such as G719 mutations being associated with more CD8+ T cell infiltration into tumors; except for EGFR 19del, CD8+ T cell infiltration into tumors of other EGFR mutation subtypes were similar to that of wildtype EGFR. Moreover, follow-up results revealed that components of the immune microenvironment have prognostic value for NSCLC patients, with different prognostic biomarkers for NSCLC patients with and without EGFR mutations. These results suggest that patients with different EGFR mutations need to be treated differently. The prognosis of NSCLC patients may be assessed through components of tumor immune microenvironment, and ICIs treatment may be considered for those with some uncommon EGFR mutation subtypes.
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Affiliation(s)
- Youming Lei
- Department of Geriatric Thoracic Surgery, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Kun Wang
- Department of Thoracic Surgery, Anning First Peoples Hospital affiliate to Kunming University of Science and Technology (Kunming Forth People's Hospital), Kunming, China
| | - Yinqiang Liu
- Department of Geriatric Thoracic Surgery, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Xuming Wang
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Xudong Xiang
- Department of Thoracic Surgery, The Third Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Xiangu Ning
- Department of Thoracic Surgery, The First Peoples Hospital of Yunnan Province, Kunming, China
| | - Wanbao Ding
- Department of Oncology, Yan'an Hospital Affiliated to Kunming Medical University, Kunming, China
| | - Jin Duan
- Department of Geriatric Thoracic Surgery, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Dingbiao Li
- Department of Thoracic Surgery, Yan'an Hospital Affiliated to Kunming Medical University, Kunming, China
| | - Wei Zhao
- Department of Geriatric Thoracic Surgery, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Yi Li
- Department of Oncology, Yunnan Provincial Hospital of Traditional Chinese Medicine, Kunming, China
| | - Fujun Zhang
- Department of Geriatric Thoracic Surgery, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Xiaoyu Luo
- Department of Geriatric Thoracic Surgery, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Yunfei Shi
- Department of Geriatric Thoracic Surgery, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Ying Wang
- Department of Thoracic Surgery, Yan'an Hospital Affiliated to Kunming Medical University, Kunming, China
| | - Depei Huang
- The Medical Department, 3D Medicines Inc., Shanghai, China
| | - Yuezong Bai
- The Medical Department, 3D Medicines Inc., Shanghai, China
| | - Hushan Zhang
- The Medical Department, 3D Medicines Inc., Shanghai, China
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19
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Yang H, Zhu J, Xiao R, Liu Y, Yu F, Cai L, Qiu M, He F. EGFR mutation status in non-small cell lung cancer receiving PD-1/PD-L1 inhibitors and its correlation with PD-L1 expression: a meta-analysis. Cancer Immunol Immunother 2022; 71:1001-1016. [PMID: 34542660 DOI: 10.1007/s00262-021-03030-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 08/04/2021] [Indexed: 12/26/2022]
Abstract
Meta-analysis was performed on the Web of Science, PubMed, Embase, and Cochrane databases to evaluate the effect of epidermal growth factor receptor (EGFR) mutation status on programmed cell death protein 1/programmed death ligand 1 (PD-1/PD-L1) immune checkpoint inhibitors, and the association between EGFR mutation status and PD-L1 expression in non-small cell lung cancer (NSCLC) patients. Pooled effect (hazard ratio/odds ratio, HR/OR) with 95% confidence interval (CI) was calculated, and the source of heterogeneity was explored by subgroup analysis and meta-regression using Stata/SE 15.0. Meta-analysis of the association between EGFR mutation status and overall survival (OS) in NSCLC with immunotherapy was calculated from four randomized controlled trials. We found that immune checkpoint inhibitors significantly prolonged OS over docetaxel overall (HR 0.71, 95% CI 0.64-0.79) and in the EGFR wild type (HR = 0.67, 95% CI = 0.60-0.75), but not in the EGFR mutant subgroup (HR = 1.11, 95% CI = 0.80-1.52). Meta-analysis of the association between EGFR mutation status and PD-L1 expression in NSCLC included 32 studies. The pooled OR and 95% CI were 0.60 (0.46-0.80), calculated by random effects model. No source of heterogeneity was found in subgroup analysis. Sensitivity analysis was carried out with a fixed model, and the influence of a single study on the pooled results showed no significant change with robust meta-analysis methods. Harbord's weighted linear regression test (P = 0.956) and Peters regression test (P = 0.489) indicated no significant publication bias. The limited benefit of single-agent PD-1/PD-L1 inhibitors in the second-line or later setting for EGFR-mutated NSCLC may be partly due to the lower expression of PD-L1.
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Affiliation(s)
- Huimin Yang
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, 350108, China
- Fujian Provincial Key Laboratory of Environment Factors and Cancer, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, 350108, China
| | - Jinxiu Zhu
- Department of Oncology, Fuzhou Pulmonary Hospital of Fujian, Fuzhou, 350001, China
| | - Rendong Xiao
- Department of Thoracic Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, 350001, China
| | - Yuhang Liu
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, 350108, China
- Fujian Provincial Key Laboratory of Environment Factors and Cancer, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, 350108, China
| | - Fanglin Yu
- Experiment Center, School of Public Health, Fujian Medical University, Fuzhou, 350122, China
| | - Lin Cai
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, 350108, China
- Fujian Provincial Key Laboratory of Environment Factors and Cancer, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, 350108, China
| | - Minglian Qiu
- Department of Thoracic Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou, 350001, China.
| | - Fei He
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, 350108, China.
- Fujian Provincial Key Laboratory of Environment Factors and Cancer, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, 350108, China.
- Fujian Digital Institute of Tumor Big Data, Fujian Medical University, Fuzhou, 350122, China.
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20
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Correlation of PD-L1 Expression with Clinicopathological and Genomic Features in Chinese Non-Small-Cell Lung Cancer. JOURNAL OF ONCOLOGY 2022; 2022:1763778. [PMID: 35444698 PMCID: PMC9015849 DOI: 10.1155/2022/1763778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 03/14/2022] [Indexed: 11/17/2022]
Abstract
Programmed cell death 1 ligand 1 (PD-L1) has been approved as predictive biomarker for non-small-cell lung cancer (NSCLC) patients treated with PD-(L)1 blockade therapy. The clinical/genomic features associated with PD-L1 are not well studied. Genomic profiling of tumor biopsies from 883 Chinese NSCLC patients was performed by targeted next-generation sequencing. Immunohistochemical analysis was conducted to evaluate PD-L1 expression levels using antibodies Dako 22C3 and 28-8, respectively. Our study showed distinct correlation between PD-L1 expression and clinical/genomic characteristics when using different PD-L1 antibodies and in different histological subtypes including adenocarcinoma (ADC) and squamous cell carcinoma (SCC), respectively. PD-L1 high expression (22C3) was associated with male and lymph node metastasis only in ADC patients. Furthermore, mutations of TP53 and KRAS, KIF5B-RET fusion, copy number gains of PD-L1 and PD-L2, and arm-level amplifications of chr.12p were significantly associated with PD-L1 positive status in ADC patients. For SCC patients, the gain of EGFR and MDM2 and loss of PTPRD were negatively associated with PD-L1 expression. We also compared our results with other studies and found conflicting results presumably because of the multiplicity of antibody clones and platforms, the difference of cutoffs for assigning PD-L1 expression levels, and the variation in study populations. Our study can help to understand the utility and validity of PD-L1 as biomarker of response to immune checkpoint inhibitors.
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21
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Yan N, Guo S, Zhang H, Zhang Z, Shen S, Li X. BRAF-Mutated Non-Small Cell Lung Cancer: Current Treatment Status and Future Perspective. Front Oncol 2022; 12:863043. [PMID: 35433454 PMCID: PMC9008712 DOI: 10.3389/fonc.2022.863043] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 02/22/2022] [Indexed: 12/11/2022] Open
Abstract
V-Raf murine sarcoma viral oncogene homolog B (BRAF) kinase, which was encoded by BRAF gene, plays critical roles in cell signaling, growth, and survival. Mutations in BRAF gene will lead to cancer development and progression. In non-small cell lung cancer (NSCLC), BRAF mutations commonly occur in never-smokers, women, and aggressive histological types and accounts for 1%-2% of adenocarcinoma. Traditional chemotherapy presents limited efficacy in BRAF-mutated NSCLC patients. However, the advent of targeted therapy and immune checkpoint inhibitors (ICIs) have greatly altered the treatment pattern of NSCLC. However, ICI monotherapy presents limited activity in BRAF-mutated patients. Hence, the current standard treatment of choice for advanced NSCLC with BRAF mutations are BRAF-targeted therapy. However, intrinsic or extrinsic mechanisms of resistance to BRAF-directed tyrosine kinase inhibitors (TKIs) can emerge in patients. Hence, there are still some problems facing us regarding BRAF-mutated NSCLC. In this review, we summarized the BRAF mutation types, the diagnostic challenges that BRAF mutations present, the strategies to treatment for BRAF-mutated NSCLC, and resistance mechanisms of BRAF-targeted therapy.
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Affiliation(s)
- Ningning Yan
- Department of Medical Oncology, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | | | | | | | | | - Xingya Li
- Department of Medical Oncology, First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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22
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Li M, Hou X, Chen J, Zhang B, Wang N, Han H, Chen L. ALK fusion variant 3a/b, concomitant mutations, and high PD-L1 expression were associated with unfavorable clinical response to second-generation ALK TKIs in patients with advanced ALK-rearranged non-small cell lung cancer (GASTO 1061). Lung Cancer 2022; 165:54-62. [PMID: 35091210 DOI: 10.1016/j.lungcan.2022.01.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 12/31/2021] [Accepted: 01/05/2022] [Indexed: 12/30/2022]
Abstract
OBJECTIVES Second-generation anaplastic lymphoma kinase (ALK) tyrosine kinase inhibitors (TKIs) have significantly improved clinical outcomes in patients with advanced ALK-positive non-small cell lung cancer (NSCLC), but clinical responses vary widely. In this study, the impacts of ALK fusion variants, concomitant mutations, and PD-L1 expression on the clinical response were evaluated in patients receiving second-generation ALK TKIs. MATERIALS AND METHODS We retrospectively enrolled 193 patients with ALK-rearranged advanced NSCLC who received second-generation ALK TKIs at Sun-yat Sen University Cancer Center from January 2015 to December 2020. The ALK fusion variants and concomitant mutations were identified with next-generation sequencing, while PD-L1 expression was assessed by immunohistochemistry. RESULTS The median progression-free survival (PFS) was significantly shorter for variant 3a/b than for other variants (9.93 months vs 16.97 months, HR 1.941, P = 0.0014). Baseline concomitant mutations were significantly associated with shorter PFS while on ALK TKIs (median PFS, 10.87 months vs 22.47 months, HR 1.984, P = 0.002). A subset of 68 patients was analyzed for PD-L1 expression: TPS 0% in 32.4% (22/68) of the patients, 1-49% in 30.9% (21/68) of the patients, and ≥ 50% in 36.7% (25/68) of the patients. Expression of PD-L1 was significantly associated with variant 3a/b and concomitant mutations. Median PFS was shorter in patients with high PD-L1 expression (median PFS in patients with PD-L1 TPS of 0% vs 1-49% vs ≥ 50% were 27.43 months vs 30.63 months vs 9.50 months, respectively, P = 0.001). In multivariate analysis, PD-L1 expression (TPS ≥ 50%), concomitant mutations, and variant 3a/b remained negative prognostic factors for the clinical efficacy of second-generation ALK TKIs in ALK-rearranged non-small cell lung cancer. CONCLUSION ALK fusion variant 3a/b, concomitant mutations, and high PD-L1 expression were associated with unfavorable clinical response to second-generation TKIs in ALK-rearranged NSCLC.
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Affiliation(s)
- Meichen Li
- Department of Medical Oncology, Sun Yat-Sen University Cancer Center, China; State Key Laboratory of Oncology in South China, China; Collaborative Innovation Center for Cancer Medicine, China
| | - Xue Hou
- Department of Medical Oncology, Sun Yat-Sen University Cancer Center, China; State Key Laboratory of Oncology in South China, China; Collaborative Innovation Center for Cancer Medicine, China
| | - Jing Chen
- Department of Medical Oncology, Sun Yat-Sen University Cancer Center, China; State Key Laboratory of Oncology in South China, China; Collaborative Innovation Center for Cancer Medicine, China
| | - Baishen Zhang
- Department of Medical Oncology, Sun Yat-Sen University Cancer Center, China; State Key Laboratory of Oncology in South China, China; Collaborative Innovation Center for Cancer Medicine, China
| | - Na Wang
- Department of Oncology, The First Affiliated Hospital of Jinan University, China
| | - Hongyu Han
- State Key Laboratory of Oncology in South China, China; Collaborative Innovation Center for Cancer Medicine, China; Department of Clinical Nutrition, Sun Yat-Sen University Cancer Center, China.
| | - Likun Chen
- Department of Medical Oncology, Sun Yat-Sen University Cancer Center, China; State Key Laboratory of Oncology in South China, China; Collaborative Innovation Center for Cancer Medicine, China.
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Pandey RK, Shukla S, Husain N, Islam MH, Hadi R, Tripathi SK, Singhal A. Correlation between Programmed Death Ligand-1(PD-L1) Expression and Driver Gene Mutations in Non-Small Cell Lung Carcinoma- Adenocarcinoma Phenotype. Asian Pac J Cancer Prev 2022; 23:131-142. [PMID: 35092381 PMCID: PMC9258661 DOI: 10.31557/apjcp.2022.23.1.131] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 12/18/2021] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Targeted therapy in adenocarcinoma is recommended. The use of immune check point inhibitors for the treatment of Non-small cell lung carcinoma (NSCLC) is used as both first-line and the second-line treatment strategy. The current study was undertaken to assess the frequency of programmed cell death ligand-1 (PD-L1) expression with anaplastic lymphoma kinase (ALK), proto-oncogene 1, receptor tyrosine kinase (ROS), epidermal growth factor receptor (EGFR), Kirsten rat sarcoma (KRAS), and v-Raf murine sarcoma viral oncogene homolog B (BRAF)V600E driver gene mutations in NSCLC adenocarcinoma phenotype. It assesses the frequencies of all markers in the cases where both treatment strategies can be implemented. Expression of the all markers was further compared with demographic, clinical parameters, and overall survival rate. MATERIALS AND METHODS The formalin-fixed paraffin-embedded (FFPE) tissue blocks were used in immunohistochemistry (IHC) staining and real-time polymerase chain reaction (RT-PCR) for determining the driver genes and PD-L1 expression in the 100 NSCLC-Adenocarcinoma cases. RESULTS PD-L1 positivity was observed in 26.36% (n=29/110) cases in adenocarcinoma. No significant differences in PD-L1 expression were observed among patients harboring ALK, ROS1, EGFR, KRAS, and BRAF mutations EGFR mutations had significant association with smoking status. (p= 0.008), Thyroid transcription factor 1 (TTF1) (p=0.0005) and Napsin (p=0.002) expression. ALK gene re-arrangement was significantly related to age (p= 0.001), gender (p= 0.009) and smoking status (p= 0.043). The single versus multiple driver mutations were significantly correlated with smoking status (p=0.005). In the survival rate analysis, EGFR (p=0.058), KRAS (p=0.021), and PD-L1 (p=0.039) were significantly high with the positive versus negative group. CONCLUSIONS The current study is a novel attempt to document the co-expression of multiple driver mutations in the NSCLC-adenocarcinoma phenotype. PD-L1 immunopositivity in NSCLC-adenocarcinoma was higher with EGFR mutation as compared to those of KRAS, ALK, ROS, and BRAF driver genes.
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Affiliation(s)
- Rahul Kumar Pandey
- Department of Pathology, Dr. Ram Manohar Lohia Institute of Medical Sciences, Lucknow, (UP), India.
- Department of Biosciences, Integral University, Lucknow, (UP), India.
| | - Saumya Shukla
- Department of Pathology, Dr. Ram Manohar Lohia Institute of Medical Sciences, Lucknow, (UP), India.
| | - Nuzhat Husain
- Department of Pathology, Dr. Ram Manohar Lohia Institute of Medical Sciences, Lucknow, (UP), India.
| | | | - Rahat Hadi
- Department of Radiation Oncology, Dr. Ram Manohar Lohia Institute of Medical Sciences, Lucknow, (UP), India.
| | - Surya Kant Tripathi
- Department of Respiratory Medicine, King George’s Medical University, Lucknow, (UP), India.
| | - Ashish Singhal
- Department of Surgical Oncology, Dr. Ram Manohar Lohia Institute of Medical Sciences, Lucknow, (UP), India.
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24
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Di Noia V, D'Aveni A, D'Argento E, Rossi S, Ghirardelli P, Bortolotti L, Vavassori V, Bria E, Ceresoli GL. Treating disease progression with osimertinib in EGFR-mutated non-small-cell lung cancer: novel targeted agents and combination strategies. ESMO Open 2021; 6:100280. [PMID: 34634633 PMCID: PMC8506968 DOI: 10.1016/j.esmoop.2021.100280] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 09/09/2021] [Accepted: 09/10/2021] [Indexed: 01/10/2023] Open
Abstract
A precision medicine approach has been successfully applied in medical oncology for the treatment of non-small-cell lung cancer (NSCLC) through the identification of targetable driver molecular aberrations; activating mutations of epidermal growth factor receptor (EGFR) are the most common. Osimertinib, a third-generation, wild-type sparing, irreversible EGFR tyrosine kinase inhibitor (TKI), originally showed a striking activity after progression to first- and second-generation EGFR-TKIs when T790M resistance mutation was identified. Thereafter, upfront use of osimertinib became the standard of care based on overall survival benefit over first-generation TKIs erlotinib and gefitinib as reported in the FLAURA trial. For patients progressing on osimertinib, identification of resistance mechanisms is crucial to develop novel targeted therapeutic approaches. Moreover, innovative drugs or combination therapies are being developed for cases in which a specific resistance mechanism is not identifiable. In this review, the post-osimertinib treatment options for EGFR-mutated NSCLC are analyzed, with an outlook to ongoing clinical trials. An algorithm to guide clinicians in managing progression on osimertinib is proposed.
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Affiliation(s)
- V Di Noia
- Medical Oncology 1 Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy.
| | - A D'Aveni
- Department of Medical Oncology 1, Cliniche Humanitas Gavazzeni, Bergamo, Italy
| | - E D'Argento
- Comprehensive Cancer Center, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - S Rossi
- Department of Oncology and Hematology, Humanitas Clinical and Research Center, Rozzano, Italy
| | - P Ghirardelli
- Department of Medical Oncology 1, Cliniche Humanitas Gavazzeni, Bergamo, Italy
| | - L Bortolotti
- Department of Medical Oncology 1, Cliniche Humanitas Gavazzeni, Bergamo, Italy
| | - V Vavassori
- Department of Medical Oncology 1, Cliniche Humanitas Gavazzeni, Bergamo, Italy
| | - E Bria
- Comprehensive Cancer Center, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy; Istituto di Medicina Interna e Geriatria, Università; Cattolica del Sacro Cuore, Rome, Italy
| | - G L Ceresoli
- Department of Medical Oncology 1, Cliniche Humanitas Gavazzeni, Bergamo, Italy
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25
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Sunaga N, Miura Y, Kasahara N, Sakurai R. Targeting Oncogenic KRAS in Non-Small-Cell Lung Cancer. Cancers (Basel) 2021; 13:cancers13235956. [PMID: 34885068 PMCID: PMC8656763 DOI: 10.3390/cancers13235956] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2021] [Revised: 11/24/2021] [Accepted: 11/24/2021] [Indexed: 12/12/2022] Open
Abstract
Simple Summary v-Ki-ras2 Kirsten rat sarcoma viral oncogene (KRAS) is the most common driver in NSCLC, and targeting oncogenic KRAS is a major challenge in the treatment of non-small-cell lung cancer (NSCLC). While several covalent KRAS G12C inhibitors have emerged as a novel anti-KRAS therapy, the development of combined therapies involving the targeting of oncogenic KRAS plus other targeted drugs is still required given the vast heterogeneity of KRAS-mutated tumors. In this review, we summarize the biological and immunological characteristics of oncogenic KRAS-driven NSCLC and the preclinical and clinical evidence for mutant KRAS-targeted therapies. We also discuss the mechanisms of resistance to KRAS G12C inhibitors and possible therapeutic strategies to overcome this drug resistance. Abstract Recent advances in molecular biology and the resultant identification of driver oncogenes have achieved major progress in precision medicine for non-small-cell lung cancer (NSCLC). v-Ki-ras2 Kirsten rat sarcoma viral oncogene (KRAS) is the most common driver in NSCLC, and targeting KRAS is considerably important. The recent discovery of covalent KRAS G12C inhibitors offers hope for improving the prognosis of NSCLC patients, but the development of combination therapies corresponding to tumor characteristics is still required given the vast heterogeneity of KRAS-mutated NSCLC. In this review, we summarize the current understanding of KRAS mutations regarding the involvement of malignant transformation and describe the preclinical and clinical evidence for targeting KRAS-mutated NSCLC. We also discuss the mechanisms of resistance to KRAS G12C inhibitors and possible combination treatment strategies to overcome this drug resistance.
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Affiliation(s)
- Noriaki Sunaga
- Department of Respiratory Medicine, Gunma University Graduate School of Medicine, 3-39-15 Showa-machi, Maebashi 371-8511, Gunma, Japan;
- Correspondence: ; Tel.: +81-27-220-8000
| | - Yosuke Miura
- Department of Respiratory Medicine, Gunma University Graduate School of Medicine, 3-39-15 Showa-machi, Maebashi 371-8511, Gunma, Japan;
| | - Norimitsu Kasahara
- Innovative Medical Research Center, Gunma University Hospital, 3-39-15 Showa-machi, Maebashi 371-8511, Gunma, Japan;
| | - Reiko Sakurai
- Oncology Center, Gunma University Hospital, 3-39-15 Showa-machi, Maebashi 371-8511, Gunma, Japan;
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26
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Kumar S, Pandey M, Mir IA, Mukhopadhyay A, Sharawat SK, Jain D, Saikia J, Malik PS, Kumar S, Mohan A. Evaluation of the programmed death-ligand 1 mRNA expression and immunopositivity and their correlation with survival outcomes in Indian lung cancer patients. Hum Cell 2021; 35:286-298. [PMID: 34786661 DOI: 10.1007/s13577-021-00647-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 11/11/2021] [Indexed: 11/26/2022]
Abstract
The presence of membranous immunopositivity of programmed death-ligand 1 (PD-L1) in tumors serves as a key determinant of response to immune checkpoint inhibitors. However, there are very limited studies on the evaluation of the PD-L1 mRNA expression and immunopositivity and their correlation with therapeutic response and survival outcomes, especially in Indian lung cancer patients. In this prospective study, conducted between 2017 and 2020, we collected biopsies and surgically resected tumors from 173 lung cancer patients. PD-L1 immunopositivity and mRNA expression were determined by immunohistochemistry using SP263 assay and qRT-PCR, respectively. PD-L1 expression was correlated with various clinicopathological variables, response to therapy, and survival outcomes using appropriate statistical methods. The median age was 60 years (range 33-81 years) with the majority of patients being male (86.5%) and smokers (83%). Histologically, the majority of patients were non-small cell lung cancer (89.4%) and of squamous cell carcinoma histology (64.3%). PD-L1 immunopositivity in tumor cells (tumor proportion score (TPS) ≥ 1%) was detected in 37.6%, while high immunopositivity (TPS ≥ 50%) was detected in 16.8% of lung cancer patients. Almost 76% of lung cancer patients with PD-L1 TPS ≥ 50% belonged to PD-L1 mRNA high-expression group. PD-L1 mRNA expression and immunopositivity did not correlate with response to therapy and survival outcomes. We conclude that PD-L1 immunopositivity and mRNA expression do not seem to serve as a prognostic biomarker for lung cancer patients treated with chemotherapy. More prospective studies should be planned to evaluate the predictive and prognostic relevance of PD-L1 expression in Indian lung cancer patients being treated with immune checkpoint inhibitors.
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MESH Headings
- Adult
- Aged
- Aged, 80 and over
- B7-H1 Antigen/genetics
- B7-H1 Antigen/metabolism
- Carcinoma, Non-Small-Cell Lung/drug therapy
- Carcinoma, Non-Small-Cell Lung/genetics
- Carcinoma, Non-Small-Cell Lung/metabolism
- Carcinoma, Non-Small-Cell Lung/mortality
- Carcinoma, Squamous Cell/drug therapy
- Carcinoma, Squamous Cell/genetics
- Carcinoma, Squamous Cell/metabolism
- Carcinoma, Squamous Cell/mortality
- Female
- Gene Expression
- Humans
- Immune Checkpoint Inhibitors/therapeutic use
- Immunohistochemistry
- India/epidemiology
- Lung Neoplasms/drug therapy
- Lung Neoplasms/genetics
- Lung Neoplasms/metabolism
- Lung Neoplasms/mortality
- Male
- Middle Aged
- Prospective Studies
- RNA, Messenger/genetics
- RNA, Messenger/metabolism
- Survival Rate
- Time Factors
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Affiliation(s)
- Sachin Kumar
- Department of Medical Oncology, Dr. B. R. Ambedkar Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India.
| | - Monu Pandey
- Department of Medical Oncology, Dr. B. R. Ambedkar Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
- Department of Biochemical Engineering and Biotechnology, Indian Institute of Technology Delhi, Hauz Khas, New Delhi, 110016, India
| | - Ishfaq A Mir
- Department of Medical Oncology, Dr. B. R. Ambedkar Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Abhirup Mukhopadhyay
- Department of Medical Oncology, Dr. B. R. Ambedkar Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Surender K Sharawat
- Department of Medical Oncology, Dr. B. R. Ambedkar Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Deepali Jain
- Department of Pathology, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Jyoutishman Saikia
- Department of Surgical Oncology, Dr. B. R. Ambedkar Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Prabhat S Malik
- Department of Medical Oncology, Dr. B. R. Ambedkar Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Sunil Kumar
- Department of Surgical Oncology, Dr. B. R. Ambedkar Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Anant Mohan
- Department of Pulmonary Critical Care and Sleep Medicine, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
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27
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Cronin-Fenton D, Dalvi T, Movva N, Pedersen L, Hansen H, Fryzek J, Hedgeman E, Mellemgaard A, Rasmussen TR, Shire N, Hamilton-Dutoit S, Nørgaard M. PD-L1 expression, EGFR and KRAS mutations and survival among stage III unresected non-small cell lung cancer patients: a Danish cohort study. Sci Rep 2021; 11:16892. [PMID: 34413420 PMCID: PMC8377072 DOI: 10.1038/s41598-021-96486-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 07/19/2021] [Indexed: 11/22/2022] Open
Abstract
Programmed cell death receptor ligand-1 (PD-L1) expression, KRAS (KRASm) and EGFR (EGFRm) mutations may influence non-small cell lung cancer (NSCLC) prognosis. We aimed to evaluate PD-L1 expression, KRASm, and EGFRm and survival among stage III unresected NSCLC patients. Using Danish registries, we collected data on stage III unresected NSCLC patients diagnosed 2001–2012 and paraffin-embedded tumor tissue from pathology archives. We assessed PD-L1 expression in tumors and tumor-infiltrating immune cells (ICs) by immunohistochemistry (\documentclass[12pt]{minimal}
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\begin{document}$$\ge$$\end{document}≥ 1% threshold for PD-L1+). We genotyped KRAS and EGFR. Follow-up extended from 120 days post-diagnosis to death, emigration, or 31/12/2014. We computed median survival using Kaplan–Meier methods, and hazard ratios (HRs) using Cox regression associating the biomarkers with death, adjusting for confounders. Among 305 patients, 48% had adenocarcinoma; 38% squamous cell carcinoma. Forty-nine percent had PD-L1+ tumors—51% stage IIIA and 26% KRASm. Few (2%) patients had EGFRm. Median survival in months was 14.7 (95% CI = 11.8–17.9) and 13.4 (95% CI = 9.5–16.3) in PD-L1+ and PD-L1− tumors, respectively. KRASm was not associated with death (HR = 1.06, 95% CI = 0.74–1.51 versus wildtype). PD-L1+ tumors yielded a HR = 0.83 (95% CI = 0.63–1.10); PD-L1+ ICs a HR = 0.51 (95% CI = 0.39–0.68). Tumor expression of PD-L1 did not influence survival. PD-L1+ ICs may confer survival benefit in stage III unresected NSCLC patients.
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Affiliation(s)
- Deirdre Cronin-Fenton
- Department of Clinical Epidemiology, Department of Clinical Medicine, Aarhus University & Aarhus University Hospital, Olof Palmes Alle 43-45, 8200, Aarhus N, Denmark.
| | | | | | - Lars Pedersen
- Department of Clinical Epidemiology, Department of Clinical Medicine, Aarhus University & Aarhus University Hospital, Olof Palmes Alle 43-45, 8200, Aarhus N, Denmark
| | - Hanh Hansen
- Institute of Pathology, Aarhus University Hospital, Aarhus, Denmark
| | | | | | | | - Torben R Rasmussen
- Danish Lung Cancer Group, Odense, Denmark.,Department of Respiratory Medicine, Aarhus University Hospital, Aarhus, Denmark
| | | | | | - Mette Nørgaard
- Department of Clinical Epidemiology, Department of Clinical Medicine, Aarhus University & Aarhus University Hospital, Olof Palmes Alle 43-45, 8200, Aarhus N, Denmark
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Dempke WCM, Fenchel K. Has programmed cell death ligand-1 MET an accomplice in non-small cell lung cancer?-a narrative review. Transl Lung Cancer Res 2021; 10:2667-2682. [PMID: 34295669 PMCID: PMC8264346 DOI: 10.21037/tlcr-21-124] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 04/19/2021] [Indexed: 12/16/2022]
Abstract
Recently approved and highly specific small-molecule inhibitors of c-MET exon 14 skipping mutations (e.g., capmatinib, tepotinib) are a new and important therapeutic option for the treatment of non-small cell lung cancer (NSCLC) patients harbouring c-MET alterations. Several experimental studies have provided compelling evidence that c-MET is involved in the regulation of the immune response by up-regulating inhibitory molecules (e.g., PD-L1) and down-regulating of immune stimulators (e.g., CD137, CD252, CD70, etc.). In addition, c-MET was found to be implicated in the regulation of the inflamed tumour microenvironment (TME) and thereby contributing to an increased immune escape of tumour cells from T cell killing. Moreover, it is a major resistance mechanism following treatment of epidermal growth factor receptor mutations (EGFRmut) with tyrosine kinase receptor inhibitors (TKIs). In line with these findings c-MET alterations have also been shown to be associated with a worse clinical outcome and a poorer prognosis in NSCLC patients. However, the underlying mechanisms for these experimental observations are neither fully evaluated nor conclusive, but clearly multifactorial and most likely tumour-specific. In this regard the clinical efficacy of checkpoint inhibitors (CPIs) and TKIs against EGFRmut in NSCLC patients harbouring c-MET alterations is also not yet established, and further research will certainly provide some guidance as to optimally utilise CPIs and c-MET inhibitors in the future.
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Affiliation(s)
- Wolfram C M Dempke
- Department of Haematology and Oncology, University of Munich, Munich, Germany
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Melatonin Downregulates PD-L1 Expression and Modulates Tumor Immunity in KRAS-Mutant Non-Small Cell Lung Cancer. Int J Mol Sci 2021; 22:ijms22115649. [PMID: 34073318 PMCID: PMC8199131 DOI: 10.3390/ijms22115649] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Revised: 05/20/2021] [Accepted: 05/24/2021] [Indexed: 12/18/2022] Open
Abstract
Non-small cell lung cancer (NSCLC) patients harboring a KRAS mutation have unfavorable therapeutic outcomes with chemotherapies, and the mutation also renders tolerance to immunotherapies. There is an unmet need for a new strategy for overcoming immunosuppression in KRAS-mutant NSCLC. The recently discovered role of melatonin demonstrates a wide spectrum of anticancer impacts; however, the effect of melatonin on modulating tumor immunity is largely unknown. In the present study, melatonin treatment significantly reduced cell viability accompanied by inducing cell apoptosis in KRAS-mutant NSCLC cell lines including A549, H460, and LLC1 cells. Mechanistically, we found that lung cancer cells harboring the KRAS mutation exhibited a higher level of programmed death ligand 1 (PD-L1). However, treatment with melatonin substantially downregulated PD-L1 expressions in both the presence and absence of interferon (IFN)-γ stimulation. Moreover, KRAS-mutant lung cancer cells exhibited higher Yes-associated protein (YAP) and transcriptional coactivator with PDZ-binding motif (TAZ) levels, and PD-L1 expression was positively correlated with YAP and TAZ in lung cancer cells. Treatment with melatonin effectively suppressed YAP and TAZ, which was accompanied by downregulation of YAP/TAZ downstream gene expressions. The combination of melatonin and an inhibitor of YAP/TAZ robustly decreased YAP and PD-L1 expressions. Clinical analysis using public databases revealed that PD-L1 expression was positively correlated with YAP and TAZ in patients with lung cancer, and PD-L1 overexpression suggested poor survival probability. An animal study further revealed that administration of melatonin significantly inhibited tumor growth and modulated tumor immunity in a syngeneic mouse model. Together, our data revealed a novel antitumor mechanism of melatonin in modulating the immunosuppressive tumor microenvironment by suppressing the YAP/PD-L1 axis and suggest the therapeutic potential of melatonin for treating NSCLC.
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Jain E, Sharma S, Aggarwal A, Bhardwaj N, Dewan A, Kumar A, Jain D, Bhattacharya M, Saurav GK, Kini L, Mohanty SK. PD-L1 expression and its clinicopathologic and genomic correlation in the non-small cell lung carcinoma patients: An Indian perspective. Pathol Res Pract 2021; 228:153497. [PMID: 34053784 DOI: 10.1016/j.prp.2021.153497] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Revised: 05/18/2021] [Accepted: 05/20/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Immunotherapy with checkpoint inhibitor programmed death-1 (PD-1) and programmed death-ligand 1 (PD-L1) antibodies targeting the cellular immune checkpoints is the present area of interest showing promising results in patients with advanced non-small cell lung cancer (NSCLC). As there is paucity of PD-L1 expression data from the Indian perspective, we studied the correlation of clinicopathologic profile and oncogenic driver mutations in these patients. MATERIALS AND METHODS Samples from 252 advanced NSCLCs patients were studied for PD-L1 expression through immunohistochemistry using rabbit anti-human PD-L1 monoclonal antibody (clone SP263) on Ventana BenchMark ULTRA autostainer. Simultaneously, genetic mutations were studied by next generation sequencing (for EGFR, ALK, ROS, MET, and BRAF). PD-L1 expression was analyzed for association with clinicopathologic features and various mutations. RESULTS PD-L1 positivity was seen in 134 patients (53.2 %). It was twice more prevalent in males than females. No significant correlation was observed between PD-L1 expression with age, gender, site of testing (primary vs. metastatic tumors), smoking status, tumor laterality, stage, or histologic type; however, there was significant difference among solid and acinar types of adenocarcinoma combined together vs. other adenocarcinoma subtypes (p = 0.013), and well and moderately differentiated vs. poorly differentiated tumors (p = 0.022). When types/extent of PD-L1 positivity (≥25 %) were compared with demographics, clinical, and pathologic variables, significant differences were observed across the tumor grades (high-grade vs. low-grade) (p = 0.009) and stages (p = 0.039). The PD-L1 expression failed to demonstrate any statistical significance with oncogenic drivers. High PD-L1 expression (TPS ≥ 50) was observed in 27.6 % patients, and it was more prevalent in female patients (32.4 %), aged ≥60 years (33.8 %), smokers (27.3 %), poorly differentiated (36.8 %) and stage IV tumors (28.2 %). Exon 19 deletion was more prevalent in PD-L1 negative tumors whereas exon 21 substitution (L858R) was seen more in PD-L1 positive tumors. CONCLUSIONS This is the largest Indian study demonstrating PD-L1 expression in NSCLC patients comparing with clinicopathologic and genomic parameters. PD-L1 expression was significantly associated with high-grade, solid, and acinar types of adenocarcinoma and advanced tumors. High PD-L1 expression was more prevalent in female patients, aged ≥60 years, smokers, and poorly differentiated and stage IV tumors (28.2 %). Exon 19 deletion was more in PD-L1 negative tumors whereas exon 21 substitution (L858R) was more in PD-L1 positive tumors. PD-L1 is a potential predictive marker stratifying patients who benefit from PD-1 pathway-targeted therapy.
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Affiliation(s)
- Ekta Jain
- Department of Pathology, CORE Diagnostics, 406, Udyog Vihar III, Gurgaon, Haryana 122001, India.
| | - Shivani Sharma
- Department of Pathology, CORE Diagnostics, 406, Udyog Vihar III, Gurgaon, Haryana 122001, India.
| | - Aditi Aggarwal
- Department of Pathology, CORE Diagnostics, 406, Udyog Vihar III, Gurgaon, Haryana 122001, India.
| | - Nitin Bhardwaj
- Indian Council of Medical Research and National Institute of Malaria Research, New Delhi, 110029, India.
| | - Aditi Dewan
- Department of Pathology, CORE Diagnostics, 406, Udyog Vihar III, Gurgaon, Haryana 122001, India.
| | - Abhishek Kumar
- Department of Pathology, CORE Diagnostics, 406, Udyog Vihar III, Gurgaon, Haryana 122001, India.
| | - Deepika Jain
- Department of Pathology, CORE Diagnostics, 406, Udyog Vihar III, Gurgaon, Haryana 122001, India.
| | - Munmun Bhattacharya
- Department of Pathology, CORE Diagnostics, 406, Udyog Vihar III, Gurgaon, Haryana 122001, India.
| | - Gauraw Kumar Saurav
- Department of Pathology, CORE Diagnostics, 406, Udyog Vihar III, Gurgaon, Haryana 122001, India.
| | - Lata Kini
- Department of Pathology, CORE Diagnostics, 406, Udyog Vihar III, Gurgaon, Haryana 122001, India.
| | - Sambit Kumar Mohanty
- Department of Pathology, CORE Diagnostics, 406, Udyog Vihar III, Gurgaon, Haryana 122001, India.
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Choudhury NJ, Schoenfeld AJ, Flynn J, Falcon CJ, Rizvi H, Rudin CM, Kris MG, Arcila ME, Heller G, Yu HA, Ladanyi M, Riely GJ. Response to Standard Therapies and Comprehensive Genomic Analysis for Patients with Lung Adenocarcinoma with EGFR Exon 20 Insertions. Clin Cancer Res 2021; 27:2920-2927. [PMID: 33685865 PMCID: PMC8127357 DOI: 10.1158/1078-0432.ccr-20-4650] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 01/28/2021] [Accepted: 03/04/2021] [Indexed: 12/26/2022]
Abstract
PURPOSE EGFR exon 20 insertions (ex20ins) are an uncommon genotype in non-small cell lung cancer (NSCLC) for which targeted therapies are under development. We sought to describe treatment outcomes and genomic and immunophenotypic characteristics of these tumors. EXPERIMENTAL DESIGN We identified sequential patients with NSCLC with EGFR ex20ins and compared their clinical outcomes and pathologic features with other patients with NSCLC. RESULTS Among 6,290 patients with NSCLC, 106 (2%) had EGFR ex20ins. Patients with EGFR ex20ins were more likely to be Black (14% vs. 6%; P < 0.001) or Asian (22% vs. 10%; P < 0.001) compared with all other patients with NSCLC. Median tumor mutational burden (TMB; 3.5 vs. 5.9; P < 0.001) and proportion of tumors with PD-L1 expression ≥1% (22% vs. 60%; P < 0.001) were lower in EGFR ex20ins compared with other NSCLCs (TMB, n = 5,851 and PD-L1 expression, n = 282) and EGFR del 19/L858R (median TMB, 3.5; P = 0.001 and 39% PD-L1 ≥ 1%; P = 0.02). Compared with a 2:1 cohort of patients with metastatic NSCLC without targetable alterations (n = 192), EGFR ex20ins patients had longer overall survival (median 20 vs. 12 months; HR, 0.56; P = 0.007) and longer time to treatment discontinuation (TTD) for platinum chemotherapy (median, 7 vs. 4 months; HR, 0.6; P = 0.02) and no improvement in TTD for immune checkpoint inhibitors (ICI; HR, 1.75; P = 0.05). CONCLUSIONS With better outcomes on platinum chemotherapy, patients with EGFR ex20ins NSCLC have improved prognosis, lower PD-L1 expression and TMB, and derive less benefit from ICIs compared with patients with NSCLC without targetable oncogenes. Improving molecularly targeted therapies could provide greater benefit for patients with EGFR ex20ins.
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Affiliation(s)
- Noura J Choudhury
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Adam J Schoenfeld
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
- Weill Cornell Medical College, New York, New York
| | - Jessica Flynn
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Christina J Falcon
- Druckenmiller Center for Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Hira Rizvi
- Druckenmiller Center for Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Charles M Rudin
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
- Weill Cornell Medical College, New York, New York
| | - Mark G Kris
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
- Weill Cornell Medical College, New York, New York
| | - Maria E Arcila
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Glenn Heller
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Helena A Yu
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
- Weill Cornell Medical College, New York, New York
| | - Marc Ladanyi
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Gregory J Riely
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.
- Weill Cornell Medical College, New York, New York
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Noordhof AL, Damhuis RAM, Hendriks LEL, de Langen AJ, Timens W, Venmans BJW, van Geffen WH. Prognostic impact of KRAS mutation status for patients with stage IV adenocarcinoma of the lung treated with first-line pembrolizumab monotherapy. Lung Cancer 2021; 155:163-169. [PMID: 33838467 DOI: 10.1016/j.lungcan.2021.04.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 03/29/2021] [Accepted: 04/01/2021] [Indexed: 12/23/2022]
Abstract
OBJECTIVES Monotherapy with pembrolizumab is the preferred first-line treatment for metastatic non-small cell lung cancer with programmed death-ligand 1 (PD-L1) expression ≥50 %, without targetable oncogenic drivers. Although targeted therapies are in development for patients with specific Kirsten rat sarcoma (KRAS) mutations, these are not available in daily care yet. It is not clear whether there is a difference in survival on first-line pembrolizumab for patients with a high PD-L1 status with or without a KRAS mutation. We aim to compare this survival based on real-world data. MATERIALS AND METHODS This is a real-world retrospective population-based study using data from the Netherlands Cancer Registry. We selected patients with stage IV lung adenocarcinoma with PD-L1 expression ≥50 % diagnosed between January 2017 and December 2018, treated with first-line pembrolizumab. Patients with EGFR mutations, ALK translocations or ROS1 rearrangements were excluded. The primary outcome parameter was overall survival. RESULTS 388 (57 %) of 595 patients had a KRAS mutation. KRAS was seen more frequently in women than in men (65 % versus 49 % respectively, p < 0.001). The median overall survival was 19.2 months versus 16.8 months for patients with and without KRAS mutation, respectively (p = 0.86). Multivariable analysis revealed WHO performance score, number of organs with metastases and PD-L1 percentage as independent prognostic factors. KRAS mutation status had no prognostic influence (hazard ratio = 1.03, 95 % CI 0.83-1.29). CONCLUSION The survival of KRAS mutated versus KRAS wild-type lung adenocarcinoma patients, treated with first-line pembrolizumab monotherapy, is similar, suggesting that KRAS has no prognostic value with respect to treatment with pembrolizumab.
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Affiliation(s)
- A L Noordhof
- Department of Respiratory Medicine, Medical Center Leeuwarden, Henri Dunantweg 2, 8934 AD, Leeuwarden, the Netherlands
| | - R A M Damhuis
- Department of Research, Comprehensive Cancer Organization, Plesmanlaan 121, 1066 CX, Utrecht, the Netherlands
| | - L E L Hendriks
- Department of Respiratory Medicine, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, P. Debyelaan 25, 6229 HX, Maastricht, the Netherlands
| | - A J de Langen
- Department of Thoracic Oncology, Netherlands Cancer Institute, NA 1007 MB, Amsterdam, the Netherlands
| | - W Timens
- Department of Pathology and Medical Biology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ, Groningen, the Netherlands
| | - B J W Venmans
- Department of Respiratory Medicine, Medical Center Leeuwarden, Henri Dunantweg 2, 8934 AD, Leeuwarden, the Netherlands
| | - W H van Geffen
- Department of Respiratory Medicine, Medical Center Leeuwarden, Henri Dunantweg 2, 8934 AD, Leeuwarden, the Netherlands.
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Kartolo A, Feilotter H, Hopman W, Fung AS, Robinson A. A single institution study evaluating outcomes of PD-L1 high KRAS-mutant advanced non-small cell lung cancer (NSCLC) patients treated with first line immune checkpoint inhibitors. Cancer Treat Res Commun 2021; 27:100330. [PMID: 33581492 DOI: 10.1016/j.ctarc.2021.100330] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2020] [Revised: 02/03/2021] [Accepted: 02/04/2021] [Indexed: 12/11/2022]
Abstract
AIM This study aimed to evaluate the impact of KRAS status on the efficacy of first-line immune checkpoint inhibitors (ICI) in patients with advanced non-small cell lung cancer (NSCLC). PATIENTS AND METHODS Patients with advanced incurable or metastatic NSCLC with PD-L1 ≥50% treated with palliative-intent, single-agent PD-1/PD-L1 inhibitors at the Cancer Centre of Southeastern Ontario were included. KRAS mutation status was determined via massively parallel sequencing. Primary study outcome was median overall survival (mOS). RESULTS Seventy-eight patients (59 non-squamous, 19 squamous) were identified; only non-squamous patients were included in KRAS mutation analyses. Thirty patients (51%) were KRAS-MT (mutant), with G12C (19%), G12V (15%), and G12D (13%) accounting for the most common KRAS mutation subtypes. There was no difference in mOS between KRAS-MT and KRAS-WT (wild-type) patients (12.9 vs. 19.3 months, p = 0.879). There was a non-significant trend towards worse mOS in KRAS G12C patients compared to non-G12C and KRAS-WT patients (11.4 vs. 44.9 vs. 19.3 months, p = 0.772). On multivariable analysis, KRAS-MT status was not associated with mOS (HR 0.901, 95%CI 0.417-1.946, p = 0.791). ECOG≥2 was an independent prognostic factor for worse mOS (HR 2.853, 95%CI 1.237-6.583, p = 0.014). Immune-related adverse events did not differ between KRAS-MT and KRAS-WT groups (48% vs. 52%, p = 1.000). CONCLUSIONS KRAS mutation status did not have a significant impact on ICI efficacy or safety. However, a non-significant trend towards worse survival was noted in patients treated with ICI whose tumours harboured the KRAS G12C variant. This study provides valuable information for comparative analysis in the future.
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Affiliation(s)
- Adi Kartolo
- Cancer Centre of Southeastern Ontario, Canada; Kingston Health Sciences Centre, Canada; Department of Medical Oncology, Queen's University, Canada.
| | - Harriet Feilotter
- Kingston Health Sciences Centre, Canada; Department of Pathology and Molecular Medicine, Queen's University, Canada
| | - Wilma Hopman
- Kingston Health Sciences Centre, Canada; Department of Public Health Sciences, Queen's University, Canada
| | - Andrea S Fung
- Cancer Centre of Southeastern Ontario, Canada; Kingston Health Sciences Centre, Canada; Department of Medical Oncology, Queen's University, Canada
| | - Andrew Robinson
- Cancer Centre of Southeastern Ontario, Canada; Kingston Health Sciences Centre, Canada; Department of Medical Oncology, Queen's University, Canada.
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Li T, Li J. [Efficacy of Immune Checkpoint Inhibitors for Non-small Cell Lung Cancer
with Rare Mutation]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2021; 24:19-24. [PMID: 33478186 PMCID: PMC7849033 DOI: 10.3779/j.issn.1009-3419.2020.102.41] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
驱动基因的发现及针对驱动基因的靶向治疗已显著提高了肺癌患者的生存质量和时间,但目前对于BRAF、HER2、MET、RET等少见驱动基因改变肺癌患者的靶向药物的选择仍然较少。近年来免疫检查点抑制剂在肺癌治疗中取得了一定的疗效,但因为少见驱动基因突变的肺癌患者本身样本量少,开展大规模临床随机对照试验尚存在一定的困难,目前此类患者接受免疫检查点抑制剂治疗的疗效情况仍不明确。本文将对目前已掌握的免疫检查点抑制剂治疗BRAF、HER2、MET、RET等少见驱动基因改变肺癌患者的临床研究结果进行综述,以期在一定程度上为临床工作提供一些依据和参考。
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Affiliation(s)
- Teng Li
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences
and Peking Union Medical College, Beijing 100021, China
| | - Junling Li
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences
and Peking Union Medical College, Beijing 100021, China
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35
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Pan LN, Ma YF, Li Z, Hu JA, Xu ZH. KRAS G12V mutation upregulates PD-L1 expression via TGF-β/EMT signaling pathway in human non-small-cell lung cancer. Cell Biol Int 2021; 45:795-803. [PMID: 33325140 DOI: 10.1002/cbin.11524] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Revised: 11/18/2020] [Accepted: 12/13/2020] [Indexed: 12/22/2022]
Abstract
Although clinical data suggest remarkable promise for targeting programmed cell death protein-1 (PD-1) and ligand (PD-L1) signaling in non-small-cell lung cancer (NSCLC), it is still largely undetermined which subtype of patients will be responsive to checkpoint blockade. In the present study, we explored whether PD-L1 was regulated by mutant Kirsten rat sarcoma viral oncogene homolog (KRAS), which is frequently mutated in NSCLC and results in poor prognosis and low survival rates. We verified that PD-L1 levels were dramatically increased in KRAS mutant cell lines, particularly in NCI-H441 cells with KRAS G12V mutation. Overexpression of KRAS G12V remarkably elevated PD-L1 messenger RNA and protein levels, while suppression of KRAS G12V led to decreased PD-L1 levels in NCI-H441 cells. Consistently, higher levels of PD-L1 were observed in KRAS-mutated tissues as well as tumor tissues-derived CD4+ and CD8+ T cells using a tumor xenograft in B-NDG mice. Mechanically, both in vitro and in vivo assays found that KRAS G12V upregulated PD-L1 via regulating the progression of epithelial-to-mesenchymal transition (EMT). Moreover, pembrolizumab activated the antitumor activity and decreased tumor growth with KRAS G12V mutated NSCLC. This study demonstrates that KRAS G12V mutation could induce PD-L1 expression and promote immune escape via transforming growth factor-β/EMT signaling pathway in KRAS-mutant NSCLC, providing a potential therapeutic approach for NSCLC harboring KRAS mutations.
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Affiliation(s)
- Li-Na Pan
- Department of Geriatrics, Ruijin Hospital, Shanghai Jiaotong University, Shanghai, China
| | - Yun-Fang Ma
- Department of Geriatrics, Ruijin Hospital, Shanghai Jiaotong University, Shanghai, China
| | - Zhen Li
- Department of Geriatrics, Ruijin Hospital, Shanghai Jiaotong University, Shanghai, China
| | - Jia-An Hu
- Department of Geriatrics, Ruijin Hospital, Shanghai Jiaotong University, Shanghai, China
| | - Zhi-Hong Xu
- Department of Geriatrics, Ruijin Hospital, Shanghai Jiaotong University, Shanghai, China
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Cardona AF, Ruiz-Patiño A, Arrieta O, Ricaurte L, Zatarain-Barrón ZL, Rodriguez J, Avila J, Rojas L, Recondo G, Barron F, Archila P, Sotelo C, Bravo M, Zamudio N, Corrales L, Martín C, Rolfo C, Viola L, Carranza H, Vargas C, Otero J, Bermudez M, Gamez T, Pino LE, Rosell R. Genotyping Squamous Cell Lung Carcinoma in Colombia (Geno1.1-CLICaP). Front Oncol 2021; 10:588932. [PMID: 33384957 PMCID: PMC7771515 DOI: 10.3389/fonc.2020.588932] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Accepted: 11/10/2020] [Indexed: 11/29/2022] Open
Abstract
Background Lung cancer is a public health problem, and squamous cell carcinoma (SCC) is the second most prevalent subtype of this neoplasm. Compared to other subtypes, including adenocarcinoma, SCC is less well understood in terms of molecular pathogenesis, limiting therapeutic options among targeted agents approved for other disease subgroups. In this study, we sought to characterize the SCC genomic profile using a validated Next Generation Sequencing (NGS) platform. Methods The comprehensive NGS assay (TruSight Tumor 170) was used in order to target the full coding regions of 170 cancer-related genes on SCC samples. PD-L1 expression in tumor cells (TCs) was assessed using clone 22C3 (Dako). Clinical outcomes were correlated with molecular profile, including progression free survival (PFS), overall response rate (ORR), and overall survival (OS). Results A total of 26 samples were included, median age was 67 years (r, 33–83) and 53.8% were men. Tobacco consumption was identified in all subjects (mean 34-year package). For first-line treatment 80.8% of patients received cisplatin or carboplatin plus gemcitabine. In terms of molecular profile, we identified a high prevalence of inactivating mutations in TP53 (61.5%), PIK3CA (34.6%), MLL2 (34.6%), KEAP1 (38.4%), and NOTCH1 (26.9%). PD-L1 expression ranged from negative, 1, 2–49, and ≥50% in 23.1, 38.5, 26.9, and 11.5%, respectively. Interestingly, the genetic alterations did not have an effect in PFS, OS or ORR in this study. However, PDL1 expression was higher among those who had mutations in TP53 (p = 0.037) and greater expression of PDL1 was related to PIK3CA alterations (p = 0.05). Conclusions The genomic profile of SCC encompasses important genes including TP53, PIK3CA and KEAP1. TP53 mutations could be associated with PDL1 expression, generating hypothesis regarding specific treatment options.
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Affiliation(s)
- Andrés F Cardona
- Clinical and Translational Oncology Group, Clínica del Country, Bogotá, Colombia.,Department of Medical Oncology, Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia
| | - Alejandro Ruiz-Patiño
- Department of Medical Oncology, Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia.,Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Oscar Arrieta
- Thoracic Oncology Unit, Instituto Nacional de Cancerología (INCan), México City, México
| | - Luisa Ricaurte
- Department of Medical Oncology, Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia
| | | | - July Rodriguez
- Department of Medical Oncology, Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia.,Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Jenny Avila
- Department of Medical Oncology, Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia.,Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Leonardo Rojas
- Clinical and Translational Oncology Group, Clínica del Country, Bogotá, Colombia.,Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia.,Oncology Department, Clínica Colsanitas, Bogotá, Colombia
| | - Gonzalo Recondo
- Thoracic Oncology Section, Centro de Educación Médica e Investigaciones Clínicas - CEMIC, Buenos Aires, Argentina
| | - Feliciano Barron
- Thoracic Oncology Unit, Instituto Nacional de Cancerología (INCan), México City, México
| | - Pilar Archila
- Department of Medical Oncology, Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia
| | - Carolina Sotelo
- Department of Medical Oncology, Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia.,Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Melissa Bravo
- Department of Medical Oncology, Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia
| | - Nataly Zamudio
- Department of Medical Oncology, Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia
| | - Luis Corrales
- Oncology Department, Hospital San Juan de Dios, San José Costa Rica, Costa Rica
| | - Claudio Martín
- Medical Oncology Group, Fleming Institute, Buenos Aires, Argentina
| | - Christian Rolfo
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Lucia Viola
- Thoracic Oncology Unit, Fundación Neumológica Colombiana, Bogotá, Colombia
| | - Hernán Carranza
- Clinical and Translational Oncology Group, Clínica del Country, Bogotá, Colombia.,Department of Medical Oncology, Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia.,Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Carlos Vargas
- Clinical and Translational Oncology Group, Clínica del Country, Bogotá, Colombia.,Department of Medical Oncology, Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia.,Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Jorge Otero
- Clinical and Translational Oncology Group, Clínica del Country, Bogotá, Colombia.,Department of Medical Oncology, Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia.,Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Maritza Bermudez
- Department of Medical Oncology, Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia.,Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Tatiana Gamez
- Department of Medical Oncology, Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia.,Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad el Bosque, Bogotá, Colombia
| | - Luis Eduardo Pino
- Department of Medical Oncology, Fundación Santa Fé de Bogotá, Bogotá, Colombia
| | - Rafael Rosell
- Department of Medical Oncology, Catalan Institute of Oncology, Barcelona, Spain
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Kumar M, Kumar K, Singh HP, Nair S, Patel A, Kumar A, Soni S. Discordance between Fluorescence In Situ Hybridization and Immunohistochemistry Analysis of Anaplastic Lymphoma Kinase Rearrangement in Indian Patients with Non-Small Cell Lung Cancer. South Asian J Cancer 2020; 9:109-114. [PMID: 33354554 PMCID: PMC7745737 DOI: 10.1055/s-0040-1721191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
Abstract
Aims This study aims to evaluate the incidence of anaplastic lymphoma kinase (ALK) mutation in nonsmall cell lung cancer (NSCLC) incorporating fluorescence in situ hybridization (FISH) and immunohistochemistry (IHC) methods and to look for any discordance. Methods We evaluated 101 samples obtained from an enriched cohort of NSCLCs patients from the Army Hospital Research and Referral, New Delhi, India, between November 2016 and November 2018. IHC was performed using the highly-sensitive D5F3 rabbit monoclonal primary antibody. FISH was performed with dual-color, break-apart probe (ZytoLight SPEC) on formalin-fixed, and paraffin-embedded tissue. Discordance between IHC and FISH for ALK rearrangements was evaluated. Pearson correlation coefficient ( r ) was performed to identify any association of ALK presence (by IHC and FISH) with smoking brain metastasis, programmed death-ligand (PD-L1) expression, pleural effusion, and histopathological subtype. Results A total of 7.92% (8/101) cases tested by IHC and 9.9% (10/101) cases tested by FISH were positive for ALK rearrangement. Of 93 ALK IHC-negative cases, 4 were ALK FISH-positive, whereas of 91 ALK FISH-negative cases, 4 were ALK IHC-positive cases. The correlation analysis demonstrated no or very weak correlation in ALK mutations by IHC or FISH with smoking, brain metastasis, PD-L1 expression, pleural effusion, and histopathological examination, except a weak positive correlation ( r = 0.33) observed between brain metastasis and ALK rearrangement identified by FISH. Conclusions Our study demonstrated a somewhat similar incidence of ALK FISH-positive cases and ALK IHC-positive cases, though the incidence was numerically higher for ALK-FISH method.
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Affiliation(s)
- Manish Kumar
- Department of Medical Oncology, Army Hospital Research and Referral, New Delhi, India
| | - Kishore Kumar
- Department of Medical Oncology, Command Hospital Air Force, Bengaluru, Karnataka, India
| | - Harinder Pal Singh
- Department of Medical Oncology, Army Hospital Research and Referral, New Delhi, India
| | - Suresh Nair
- Department of Medical Oncology, Army Hospital Research and Referral, New Delhi, India
| | - Amol Patel
- Department of Medical Oncology, Army Hospital Research and Referral, New Delhi, India
| | - Ashok Kumar
- Department of Radiation Oncology, Army Hospital Research and Referral, New Delhi, India
| | - Sneha Soni
- Community Medicine, Rama Medical College, Hapur, Uttar Pradesh, India
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Zhu Y, Liu YL, Feng Y, Yang XY, Zhang J, Chang DD, Wu X, Tian X, Tang KJ, Xie CM, Guo YB, Feng ST, Ke ZF. A CT-derived deep neural network predicts for programmed death ligand-1 expression status in advanced lung adenocarcinomas. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:930. [PMID: 32953730 PMCID: PMC7475404 DOI: 10.21037/atm-19-4690] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Background Programmed death ligand-1 (PD-L1) expression remains a crucial predictor in selecting patients for immunotherapy. The current study aimed to non-invasively predict PD-L1 expression based on chest computed tomography (CT) images in advanced lung adenocarcinomas (LUAD), thus help select optimal patients who can potentially benefit from immunotherapy. Methods A total of 127 patients with stage III and IV LUAD were enrolled into this study. Pretreatment enhanced thin-section CT images were available for all patients and were analyzed in terms of both morphologic characteristics by radiologists and deep learning (DL), so to further determine the association between CT features and PD-L1 expression status. Univariate analysis and multivariate logical regression analysis were applied to evaluate significant variables. For DL, the 3D DenseNet model was built and validated. The study cohort were grouped by PD-L1 Tumor Proportion Scores (TPS) cutoff value of 1% (positive/negative expression) and 50% respectively. Results Among 127 LUAD patients, 46 (36.2%) patients were PD-L1-positive and 38 (29.9%) patients expressed PD-L1-TPS ≥50%. For morphologic characteristics, univariate and multivariate analysis revealed that only lung metastasis was significantly associated with PD-L1 expression status despite of different PD-L1 TPS cutoff values, and its Area under the receiver operating characteristic curve (AUC) for predicting PD-L1 expression were less than 0.700. On the other hand, the predictive value of DL-3D DenseNet model was higher than that of the morphologic characteristics, with AUC more than 0.750. Conclusions The traditional morphologic CT characteristics analyzed by radiologists show limited prediction efficacy for PD-L1 expression. By contrast, CT-derived deep neural network improves the prediction efficacy, it may serve as an important alternative marker for clinical PD-L1 detection.
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Affiliation(s)
- Ying Zhu
- Department of Radiology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.,Institution of Precision Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yang-Li Liu
- Division of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yu Feng
- Department of Radiology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xiao-Yu Yang
- Department of Radiology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jing Zhang
- Division of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Dan-Dan Chang
- Department of Radiology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xi Wu
- Department of Radiology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xi Tian
- Advanced Institute, Infervision, Beijing, China
| | - Ke-Jing Tang
- Division of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Can-Mao Xie
- Division of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yu-Biao Guo
- Division of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Shi-Ting Feng
- Department of Radiology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Zun-Fu Ke
- Institution of Precision Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.,Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
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Holmes M, Mahar A, Lum T, Kao S, Cooper WA. Real-world programmed death-ligand 1 prevalence rates in non-small cell lung cancer: correlation with clinicopathological features and tumour mutation status. J Clin Pathol 2020; 74:123-128. [PMID: 32576631 DOI: 10.1136/jclinpath-2020-206709] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 05/28/2020] [Accepted: 05/29/2020] [Indexed: 12/12/2022]
Abstract
AIMS The detection of programmed death-ligand 1 (PD-L1) protein expression on tumour cells by immunohistochemistry (IHC) is a predictor of response to immune checkpoint inhibitors. New immunotherapeutic options are changing the treatment paradigm for patients with advanced non-small cell lung cancer (NSCLC). The aim of this retrospective study was to investigate real-world prevalence of PD-L1 expression in NSCLC and any correlations with clinicopathological features. METHODS We reviewed 425 NSCLC cases at a Sydney metropolitan hospital that had PD-L1 IHC (SP263 clone) expression estimated as part of routine diagnostic assessment during a 30-month period. RESULTS Overall, 32.2% of cases were negative for PD-L1 expression (<1%), 40.3% demonstrated low expression (1%-49%) and 27.5% exhibited high protein expression (≥50%). High PD-L1 expression rates were more likely in non-lung resection cases and in KRAS mutant NSCLC as opposed to KRAS wildtype, while lower expression rates were more commonly found in EGFR mutant NSCLC compared with EGFR wildtype tumours. CONCLUSIONS Ongoing observation and comparison of PD-L1 expression rates is an important practice for ensuring its validity as a predictive biomarker. The results from our study align with and contribute to the growing field of published real-world PD-L1 prevalence rates in NSCLC.
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Affiliation(s)
- Mikaela Holmes
- Department of Tissue Pathology and Diagnostic Oncology, NSW Health Pathology, Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia
| | - Annabelle Mahar
- Department of Tissue Pathology and Diagnostic Oncology, NSW Health Pathology, Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia
| | - Trina Lum
- Department of Tissue Pathology and Diagnostic Oncology, NSW Health Pathology, Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia
| | - Steven Kao
- Department of Medical Oncology, Chris O'Brien Lifehouse, Camperdown, New South Wales, Australia.,Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
| | - Wendy Anne Cooper
- Department of Tissue Pathology and Diagnostic Oncology, NSW Health Pathology, Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia .,Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia.,School of Medicine, Western Sydney University, Sydney, New South Wales, Australia
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40
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Yang CY, Liao WY, Ho CC, Chen KY, Tsai TH, Hsu CL, Liu YN, Su KY, Chang YL, Wu CT, Liao BC, Hsu CC, Hsu WH, Lee JH, Lin CC, Shih JY, Yang JCH, Yu CJ. Association of Programmed Death-Ligand 1 Expression with Fusion Variants and Clinical Outcomes in Patients with Anaplastic Lymphoma Kinase-Positive Lung Adenocarcinoma Receiving Crizotinib. Oncologist 2020; 25:702-711. [PMID: 32386255 DOI: 10.1634/theoncologist.2020-0088] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Accepted: 04/14/2020] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Programmed death-ligand 1 (PD-L1) expression is associated with clinical outcomes of epidermal growth factor receptor (EGFR) mutant lung adenocarcinoma (ADC) treated with tyrosine kinase inhibitors (TKIs). However, whether PD-L1 expression plays a role in anaplastic lymphoma kinase (ALK)-positive lung ADC is unknown. We aimed to evaluate the impact of PD-L1 in patients with ALK-positive lung ADC receiving crizotinib. MATERIALS AND METHODS PD-L1 expression was identified by immunohistochemistry (IHC). Reverse transcriptase-polymerase chain reaction was used for ALK variant detection, and immunofluorescence-based multiplex staining was applied for exploring immune cells in tumor microenvironments. RESULTS A total of 78 patients with ALK-positive advanced ADC were enrolled in our study, of whom 52 received crizotinib. Compared with EGFR/ALK wild-type tumors, PD-L1 expression was lower in ALK-positive ADC. ALK fusion variants were identified in 32 patients, and those with variant 3 and 5 (short variants) had higher PD-L1 expression than those with other variants. The crizotinib objective response rate (ORR) and progression-free survival (PFS) was better in tumors with negative PD-L1 expression (ORR/PFS in PD-L1 0% vs. 1%-49% vs. 50%-100%: 60.7%/11.8 months vs. 38.5%/6.5 months vs. 36.4%/4.0 months, p = .007/.022). The multivariate Cox proportional hazards model revealed that PD-L1 0% (vs. ≥1%) was an independent factor for longer PFS (adjusted hazard ratio 0.322, 95% confidence interval 0.160-0.650, p = .002). Multiplex IHC in three cases showed a varied extent of immune cell infiltrations in tumors with different PD-L1 expression. CONCLUSION Positive PD-L1 expression was associated with unfavorable clinical outcomes in patients with ALK-positive lung ADC receiving crizotinib. IMPLICATIONS FOR PRACTICE Not all lung adenocarcinoma with sensitizing driver mutations experienced durable responses to small-molecule tyrosine kinase inhibitors (TKIs). Similar to the negative impact of programmed death-ligand 1 (PD-L1) in epidermal growth factor receptor mutant tumors treated with TKIs, this study demonstrated that positive PD-L1 expression was also associated with worse response rate and shorter progression-free survival of anaplastic lymphoma kinase (ALK)-positive adenocarcinoma treated with crizotinib. Among different ALK fusion partners, tumors with short variants (V3 and V5) had higher PD-L1 compared with long variants (V1, V2, and V6). Testing PD-L1 before initiating crizotinib for ALK-positive lung cancer could be a simple method to provide important prognostic information.
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Affiliation(s)
- Ching-Yao Yang
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Wei-Yu Liao
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Chao-Chi Ho
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Kuan-Yu Chen
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Tzu-Hsiu Tsai
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Chia-Lin Hsu
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Yi-Nan Liu
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Kang-Yi Su
- Department of Clinical Laboratory Sciences and Medical Biotechnology, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Yih-Leong Chang
- Department of Pathology, National Taiwan University Hospital, National Taiwan University Cancer Center and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Chen-Tu Wu
- Department of Pathology, National Taiwan University Hospital, National Taiwan University Cancer Center and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Bin-Chi Liao
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
| | - Chia-Chi Hsu
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
- Graduate Institute of Oncology, College of Medicine, National Taiwan University, Taipei, Taiwan
- Centers of Genomic and Precision Medicine, National Taiwan University, Taipei, Taiwan
| | - Wei-Hsun Hsu
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
| | - Jih-Hsiang Lee
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
| | - Chia-Chi Lin
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
| | - Jin-Yuan Shih
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - James Chih-Hsin Yang
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
- Centers of Genomic and Precision Medicine, National Taiwan University, Taipei, Taiwan
| | - Chong-Jen Yu
- Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
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Seto K, Masago K, Fujita S, Haneda M, Horio Y, Hida T, Kuroda H, Hosoda W, Okubo KI. Targeted RNA sequencing with touch imprint cytology samples for non-small cell lung cancer patients. Thorac Cancer 2020; 11:1827-1834. [PMID: 32372482 PMCID: PMC7327906 DOI: 10.1111/1759-7714.13460] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Revised: 04/10/2020] [Accepted: 04/10/2020] [Indexed: 01/04/2023] Open
Abstract
Background RNA‐based sequencing is considered ideal for detecting pathogenic fusion‐genes compared to DNA‐based assays and provides valuable information about the relative expression of driver genes. However, RNA from formalin‐fixed paraffin‐embedded tissue has issues with both quantity and quality, making RNA‐based sequencing difficult in clinical practice. Analyzing stamp‐derived RNA with next‐generation sequencing (NGS) can address the above‐mentioned obstacles. In this study, we validated the analytical specifications and clinical performance of our custom panel for RNA‐based assays on the Ion Torrent platform. Methods To evaluate our custom RNA lung panel, we first examined the gene sequences of RNA derived from 35 NSCLC tissues with diverse backgrounds by conventional methods and NGS. Next, we moved to the clinical phase, where clinical samples (all stamp‐derived RNA) were used to examine variants. In the clinical phase we conducted an NGS analysis while simultaneously applying conventional approaches to assess the feasibility and validity of the panel in clinical practice. Results In the prerun phase, all of the variants confirmed with conventional methods were detected by NGS. In the clinical phase, a total of 80 patients were enrolled and 80 tumor specimens were sequenced from February 2018 to December 2018. There were 66 cases in which the RNA concentration was too low to be measured, but sequencing was successful in the vast majority of cases. The concordance between NGS and conventional methods was 95.0%. Conclusions RNA extraction using stamp specimens and panel sequencing by NGS were considered applicable in clinical settings. Key points Significant findings of the study Next‐generation sequencing using RNA from stamp specimens was able to detect driver gene changes in non‐small cell lung cancer including fusion genes with the same accuracy as conventional methods. What this study adds Using RNA from stamp specimens obtained from biopsy increases the number of candidate cases for RNA sequencing in clinical settings.
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Affiliation(s)
- Katsutoshi Seto
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center, Nagoya, Japan.,Department of Thoracic Surgery, Tokyo Medical and Dental University, Tokyo, Japan
| | - Katsuhiro Masago
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center, Nagoya, Japan
| | - Shiro Fujita
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center, Nagoya, Japan
| | - Masataka Haneda
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center, Nagoya, Japan
| | | | - Toyoaki Hida
- Thoracic Oncology, Aichi Cancer Center, Nagoya, Japan
| | | | - Waki Hosoda
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center, Nagoya, Japan
| | - Ken-Ichi Okubo
- Department of Thoracic Surgery, Tokyo Medical and Dental University, Tokyo, Japan
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42
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Suresh S, Chen B, Zhu J, Golden RJ, Lu C, Evers BM, Novaresi N, Smith B, Zhan X, Schmid V, Jun S, Karacz CM, Peyton M, Zhong L, Wen Z, Sathe AA, Xing C, Behrens C, Wistuba II, Xiao G, Xie Y, Fu YX, Minna JD, Mendell JT, O'Donnell KA. eIF5B drives integrated stress response-dependent translation of PD-L1 in lung cancer. NATURE CANCER 2020; 1:533-545. [PMID: 32984844 PMCID: PMC7511089 DOI: 10.1038/s43018-020-0056-0] [Citation(s) in RCA: 73] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Accepted: 03/17/2020] [Indexed: 12/24/2022]
Abstract
Cancer cells express high levels of PD-L1, a ligand of the PD-1 receptor on T cells, allowing tumors to suppress T cell activity. Clinical trials utilizing antibodies that disrupt the PD-1/PD-L1 checkpoint have yielded remarkable results, with anti-PD-1 immunotherapy approved as first-line therapy for lung cancer patients. We used CRISPR-based screening to identify regulators of PD-L1 in human lung cancer cells, revealing potent induction of PD-L1 upon disruption of heme biosynthesis. Impairment of heme production activates the integrated stress response (ISR), allowing bypass of inhibitory upstream open reading frames in the PD-L1 5' UTR, resulting in enhanced PD-L1 translation and suppression of anti-tumor immunity. We demonstrated that ISR-dependent PD-L1 translation requires the translation initiation factor eIF5B. eIF5B overexpression, which is frequent in lung adenocarcinomas and associated with poor prognosis, is sufficient to induce PD-L1. These findings illuminate mechanisms of immune checkpoint activation and identify targets for therapeutic intervention.
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Affiliation(s)
- Shruthy Suresh
- Department of Molecular Biology, UT Southwestern Medical Center, Dallas, TX, USA
| | - BeiBei Chen
- Quantitative Biomedical Research Center, UT Southwestern Medical Center, Dallas, TX, USA
- Department of Population and Data Sciences, UT Southwestern Medical Center, Dallas, TX, USA
| | - Jingfei Zhu
- Department of Molecular Biology, UT Southwestern Medical Center, Dallas, TX, USA
| | - Ryan J Golden
- Department of Molecular Biology, UT Southwestern Medical Center, Dallas, TX, USA
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Changzheng Lu
- Department of Pathology, UT Southwestern Medical Center, Dallas, TX, United States
| | - Bret M Evers
- Department of Pathology, UT Southwestern Medical Center, Dallas, TX, United States
| | - Nicole Novaresi
- Department of Molecular Biology, UT Southwestern Medical Center, Dallas, TX, USA
| | - Bethany Smith
- Department of Molecular Biology, UT Southwestern Medical Center, Dallas, TX, USA
| | - Xiaowei Zhan
- Department of Population and Data Sciences, UT Southwestern Medical Center, Dallas, TX, USA
| | - Vanessa Schmid
- Eugene McDermott Center for Human Growth and Development, UT Southwestern Medical Center, Dallas, TX, USA
| | - Sojeong Jun
- Children's Research Institute, UT Southwestern Medical Center, Dallas, TX, USA
| | - Chelsea M Karacz
- Department of Pathology, UT Southwestern Medical Center, Dallas, TX, United States
| | - Michael Peyton
- Harold C. Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, USA
- Hamon Center for Therapeutic Oncology Research, UT Southwestern Medical Center, Dallas, TX, USA
| | - Lin Zhong
- Department of Population and Data Sciences, UT Southwestern Medical Center, Dallas, TX, USA
| | - Zhuoyu Wen
- Department of Population and Data Sciences, UT Southwestern Medical Center, Dallas, TX, USA
| | - Adwait Amod Sathe
- Eugene McDermott Center for Human Growth and Development, UT Southwestern Medical Center, Dallas, TX, USA
| | - Chao Xing
- Department of Population and Data Sciences, UT Southwestern Medical Center, Dallas, TX, USA
- Eugene McDermott Center for Human Growth and Development, UT Southwestern Medical Center, Dallas, TX, USA
| | - Carmen Behrens
- Department of Thoracic Head and Neck Medical Oncology, MD Anderson Cancer Center, Houston, TX, USA
| | - Ignacio I Wistuba
- Department of Thoracic Head and Neck Medical Oncology, MD Anderson Cancer Center, Houston, TX, USA
- Department of Translational Molecular Pathology, MD Anderson Cancer Center, Houston, TX, USA
| | - Guanghua Xiao
- Department of Population and Data Sciences, UT Southwestern Medical Center, Dallas, TX, USA
| | - Yang Xie
- Quantitative Biomedical Research Center, UT Southwestern Medical Center, Dallas, TX, USA
- Department of Population and Data Sciences, UT Southwestern Medical Center, Dallas, TX, USA
| | - Yang-Xin Fu
- Department of Pathology, UT Southwestern Medical Center, Dallas, TX, United States
| | - John D Minna
- Harold C. Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, USA
- Hamon Center for Therapeutic Oncology Research, UT Southwestern Medical Center, Dallas, TX, USA
- Department of Pharmacology, UT Southwestern Medical Center, Dallas, TX, USA
| | - Joshua T Mendell
- Department of Molecular Biology, UT Southwestern Medical Center, Dallas, TX, USA
- Harold C. Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, USA
- Hamon Center for Regenerative Medicine, UT Southwestern Medical Center, Dallas, TX, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | - Kathryn A O'Donnell
- Department of Molecular Biology, UT Southwestern Medical Center, Dallas, TX, USA.
- Harold C. Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, USA.
- Hamon Center for Regenerative Medicine, UT Southwestern Medical Center, Dallas, TX, USA.
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43
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Karatrasoglou EA, Chatziandreou I, Sakellariou S, Stamopoulos K, Kavantzas N, Lazaris AC, Korkolopoulou P, Saetta AA. Association between PD-L1 expression and driver gene mutations in non-small cell lung cancer patients: correlation with clinical data. Virchows Arch 2020; 477:207-217. [PMID: 31989260 DOI: 10.1007/s00428-020-02756-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2019] [Revised: 01/09/2020] [Accepted: 01/14/2020] [Indexed: 02/07/2023]
Abstract
Lung cancer is the leading cause of cancer death worldwide. Recently, promising therapies have emerged based on PD-1/PD-L1 immune checkpoint inhibitors, which have been approved even as frontline treatment for patients with non-small cell lung cancer (NSCLC). We examined the association between PD-L1 expression and clinicopathological parameters as well as overall survival in 220 NSCLC patients. PD-L1 expression was estimated by immunohistochemistry using 22C3 PharmDx Dako assay and was defined as high, if TPS was ≥ 50%, low, if TPS was 1%-49%, and absent, if TPS was < 1%. EGFR mutations were detected by COBAS while KRAS and BRAF mutations by pyrosequencing. ROS1 and ALK rearrangements were estimated by immunohistochemistry with positive cases being confirmed by CISH and FISH, respectively. Data analysis was performed using SPSS v25.0. PD-L1 expression was positively correlated with KRAS mutations. Anti-PD-1 therapy (pembrolizumab) prolonged overall survival compared to any other treatment. This effect was more pronounced in KRAS-mutated cases compared to KRAS wild-type ones. Patients with positive PD-L1 expression - high or low - who had been treated with pembrolizumab, showed significant survival benefit compared to positive or negative PD-L1 expressors who did not receive immunotherapy. In multivariate analysis, PD-L1 status, stage and pembrolizumab treatment were independent variables for overall survival. PD-L1 expression (TPS ≥ 1%) by itself emerged as a poor prognostic factor, while treatment with pembrolizumab prolonged overall survival. KRAS mutations may affect tumour microenvironment and patient's response to immunotherapy. Immune checkpoint inhibitors could represent an alternative therapeutic option particularly for KRAS-mutated NSCLC patients. Further investigation into this notion is warranted in order to validate this observation.
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Affiliation(s)
- Eleni A Karatrasoglou
- First Department of Pathology, National and Kapodistrian University of Athens, Athens, Greece.
| | - Ilenia Chatziandreou
- First Department of Pathology, National and Kapodistrian University of Athens, Athens, Greece
| | - Stratigoula Sakellariou
- First Department of Pathology, National and Kapodistrian University of Athens, Athens, Greece
| | | | - Nikolaos Kavantzas
- First Department of Pathology, National and Kapodistrian University of Athens, Athens, Greece
| | - Andreas C Lazaris
- First Department of Pathology, National and Kapodistrian University of Athens, Athens, Greece
| | - Penelope Korkolopoulou
- First Department of Pathology, National and Kapodistrian University of Athens, Athens, Greece
| | - Angelica A Saetta
- First Department of Pathology, National and Kapodistrian University of Athens, Athens, Greece
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44
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Kumar M, Guleria B, Swamy S, Soni S. Correlation of programmed death-ligand 1 expression with gene expression and clinicopathological parameters in Indian patients with non-small cell lung cancer. Lung India 2020; 37:145-150. [PMID: 32108600 PMCID: PMC7065552 DOI: 10.4103/lungindia.lungindia_488_19] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Objectives: The aim of this study is to evaluate the incidence of programmed cell death-ligand 1 (PD-L1) expression in non-small cell lung cancer (NSCLC) cases and its correlation with gene mutation and clinicopathological parameters. Methods: Samples from NSCLCs patients were studied for PD-L1 expression through immunohistochemistry (IHC) using Rabbit anti-human PDL-1/CD274 Monoclonal Antibody. Genetic mutations were studied using IHC/fluorescence in situ hybridization (FISH) methods (for anaplastic lymphoma kinase [ALK]) or polymerase chain reaction/gene sequencing analysis (for epidermal growth factor receptor [EGFR]). Pearson's correlation coefficient (r) was used for correlation analysis. PD-L1 expression was analyzed for association with clinicopathological features. Results: Of the 101 NSCLC cases, PD-L1 expression was observed in 33.66% (34/101) cases; tumor proportion score of <50%: 67.65% (23/34) and ≥50%: 32.35% (11/34) cases. PD-L1 positivity was seen in; males: 35.5%, females: 28%, smokers: 37.7%, cases with brain metastasis: 20%, cases with pleural effusion: 20.8%, and histopathological evaluation (well-differentiated: 21.42%, moderately-differentiated: 13.79%, poorly-differentiated: 36.11%, and adenosquamous disease: 40.9%). Genetic mutation studies revealed PD-L1 positivity in 18.1% cases with EGFR mutation, 50% of ALK-IHC positive cases, and 33.3% ALK-FISH positive cases. No or very weak correlation (r < 0.3) in PD-L1 expression with gene mutations or clinicopathological parameters was observed. Conclusions: The study demonstrated PD-L1 expression in ~ 1/3rd cases of NSCLC patients. No or very weak correlation was observed for PD-L1 expression with genetic mutations and other parameters studied. The presence of gene mutations in PD-L1 expressed samples suggests further investigation on PD-L1 inhibitors in such patients for decisive treatments.
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Affiliation(s)
- Manish Kumar
- Department of Medical Oncology, Army Hospital Research and Referral, New Delhi, India
| | - Bhupesh Guleria
- Department of Medical Oncology, Army Hospital Research and Referral, New Delhi, India
| | - Shivashankar Swamy
- Department of Medical Oncology, Army Hospital Research and Referral, New Delhi, India
| | - Sneha Soni
- Assistant Professor, Community Medicine, Rama Medical College, Hapur, Uttar Pradesh, India
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45
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Bruno D, Dowlati A. Immunotherapy in EGFR mutant non-small cell lung cancer: when, who and how? Transl Lung Cancer Res 2019; 8:710-714. [PMID: 31737508 DOI: 10.21037/tlcr.2019.06.02] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Affiliation(s)
- Debora Bruno
- Division of Hematology and Oncology, Department of Medicine, University Hospitals Seidman Cancer Center and Case Western Reserve University, Cleveland, Ohio, USA
| | - Afshin Dowlati
- Division of Hematology and Oncology, Department of Medicine, University Hospitals Seidman Cancer Center and Case Western Reserve University, Cleveland, Ohio, USA
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46
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Association with PD-L1 Expression and Clinicopathological Features in 1000 Lung Cancers: A Large Single-Institution Study of Surgically Resected Lung Cancers with a High Prevalence of EGFR Mutation. Int J Mol Sci 2019; 20:ijms20194794. [PMID: 31561631 PMCID: PMC6801455 DOI: 10.3390/ijms20194794] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2019] [Revised: 09/24/2019] [Accepted: 09/24/2019] [Indexed: 12/26/2022] Open
Abstract
Programmed cell death ligand 1 (PD-L1) expression is an important biomarker for predicting response to immunotherapy in clinical practice. Hence, identification and characterization of factors that predict high expression of PD-L1 in patients is critical. Various studies have reported the association of PD-L1 expression with driver genetic status in non-small cell cancer; however, the results have been conflicting and inconclusive. We analyzed the relationship between PD-L1 expression and clinicopathological factors including driver genetic alterations in 1000 resected lung cancers using a clinically validated PD-L1 immunohistochemical assay. PD-L1 expression was significantly higher in squamous cell carcinoma (SCC) compared to adenocarcinomas. PD-L1 expression in adenocarcinoma was associated with higher N-stage, solid histologic pattern, EGFR wild type, and ALK positive, but no significant association with the clinicopathological factors in SCC. EGFR mutant adenocarcinomas with distinctive clinicopathologic features, especially solid histologic pattern and higher stage showed higher PD-L1 expression. To the best of our knowledge, this study is the largest to evaluate the association between PD-L1 expression and clinicopathological and molecular features in lung cancer with a highly prevalent EGFR mutation. Therefore, our results are useful to guide the selection of lung cancer, even EGFR-mutated adenocarcinoma patients with PD-L1 expression, for further immunotherapy.
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47
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Liu X, Zhong D. [Research Progress of Immune Checkpoint Inhibitor Therapy for BRAF Mutation
in Non-small Cell Lung Cancer]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2019; 22:583-589. [PMID: 31526463 PMCID: PMC6754571 DOI: 10.3779/j.issn.1009-3419.2019.09.06] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
在非小细胞肺癌(non-small cell lung cancer, NSCLC)患者中,约2%-4%有BRAF基因突变,该型肿瘤恶性程度高、化疗有效率低、预后差。尽管BRAF抑制剂及MEK抑制剂联合治疗在BRAF V600E突变的晚期NSCLC患者中成效显著,已被写入美国国家综合癌症网络(National Comprehensive Cancer Network, NCCN)指南,但两药联合副作用发生率高,耐药之后尚无有效治疗策略,且针对非V600E突变患者仍缺乏靶向治疗方案。本文将针对BRAF突变型NSCLC免疫标志物表达情况以及免疫检查点抑制剂(immune checkpoint inhibitor, ICI)疗效相关研究做一综述,为延长患者生存提供更多选择方案。
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Affiliation(s)
- Xia Liu
- Department of Medical Oncology, Tianjin Medical University General Hospital, Tianjin 300052, China
| | - Diansheng Zhong
- Department of Medical Oncology, Tianjin Medical University General Hospital, Tianjin 300052, China
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Berghoff AS, Bellosillo B, Caux C, de Langen A, Mazieres J, Normanno N, Preusser M, Provencio M, Rojo F, Wolf J, Zielinski CC. Immune checkpoint inhibitor treatment in patients with oncogene- addicted non-small cell lung cancer (NSCLC): summary of a multidisciplinary round-table discussion. ESMO Open 2019; 4:e000498. [PMID: 31297240 PMCID: PMC6586213 DOI: 10.1136/esmoopen-2019-000498] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Revised: 03/22/2019] [Accepted: 03/29/2019] [Indexed: 12/18/2022] Open
Abstract
The introduction of targeted treatments and more recently immune checkpoint inhibitors (ICI) to the treatment of metastatic non-small cell lung cancer (NSCLC) has dramatically changed the prognosis of selected patients. For patients with oncogene-addicted metastatic NSCLC harbouring an epidermal growth factor receptor (EGFR) or v-Raf murine sarcoma viral oncogene homologue B1 (BRAF) mutation or an anaplastic lymphoma kinase (ALK) or ROS proto-oncogene 1, receptor tyrosine kinase (ROS1) gene alteration (translocation, fusion, amplification) mutation-specific tyrosine kinase inhibitors (TKI) are already first-line standard treatment, while targeted treatment for other driver mutations affecting MET, RET, human epidermal growth factor receptor (HER) 2, tropomyosin receptor kinases (TRK) 1-3 and others are currently under investigation. The role of ICI in these patient subgroups is currently under debate. This article summarises a round-table discussion organised by ESMO Open in Vienna in July 2018. It reviews current clinical data on ICI treatment in patients with metastatic oncogene-addicted NSCLC and discusses molecular diagnostic assessment, potential biomarkers and radiological methods for response evaluation of ICI treatment. The round-table panel concluded ICI should only be considered in patients with oncogene-addicted NSCLC after exhaustion of effective targeted therapies and in some cases possibly after all other therapies including chemotherapies. More clinical trials on combination therapies and biomarkers for ICI therapy based on the specific differing characteristics of oncogene-addicted NSCLC need to be conducted.
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Affiliation(s)
- Anna S Berghoff
- Department of Medicine I, Clinical Division of Oncology, Medical University of Vienna, Vienna, Austria
| | | | - Christophe Caux
- Centre de Recherche en Cancerologie de Lyon, Lyon, Rhône-Alpes, France
| | - Adrianus de Langen
- Antoni van Leeuwenhoek Nederlands Kanker Instituut, Amsterdam, Noord-Holland, Netherlands
| | - Julien Mazieres
- Service de Pneumologie, Toulouse University Hospital, Toulouse, France
| | - Nicola Normanno
- Istituto Nazionale Tumouri 'Fondazione G. Pascale'-IRCCS, Naples, Italy
| | - Matthias Preusser
- Department of Medicine I, Clinical Division of Oncology, Medical University of Vienna, Vienna, Austria
| | - Mariano Provencio
- Department of Medical Oncology, Hospital Universitario Puerta del Hierro Majadahonda, Majadahonda, Spain
| | - Federico Rojo
- Pathology Department, Jiminez Dias University Hospital, Madrid, Spain
| | - Jurgen Wolf
- Lung Cancer Group Cologne, Department I for Internal Medicine and Center for Integrated Oncology, Uniklinik Koln, Koln, Nordrhein-Westfalen, Germany
| | - Christoph C Zielinski
- Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria.,Central European Cancer Center, Vienna, Austria
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Lacour M, Hiltbrunner S, Lee SY, Soltermann A, Rushing EJ, Soldini D, Weder W, Curioni-Fontecedro A. Adjuvant Chemotherapy Increases Programmed Death-Ligand 1 (PD-L1) Expression in Non-small Cell Lung Cancer Recurrence. Clin Lung Cancer 2019; 20:391-396. [PMID: 31262689 DOI: 10.1016/j.cllc.2019.05.013] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Revised: 03/27/2019] [Accepted: 05/28/2019] [Indexed: 12/29/2022]
Abstract
BACKGROUND Despite recent studies, the effect of chemotherapy on programmed death-ligand 1 (PD-L1) expression remains controversial. In this study, we investigated whether PD-L1 expression is affected by platinum-based chemotherapy. Furthermore, we evaluated correlation of PD-L1 expression with oncogenic driver alterations. MATERIALS AND METHODS We retrospectively evaluated changes in PD-L1 expression by immunohistochemical (IHC) analysis in resected specimens and in biopsies at non-small cell lung cancer recurrence in patients receiving or not adjuvant chemotherapy after surgical resection. Four IHC score groups were defined: TC0 < 1%, T ≥ 1% and < 5%, TC2 ≥ 5% and < 50%, and TC3 ≥ 50%. RESULTS Thirty-six patients with adenocarcinoma were included. Twenty (56%) patients underwent adjuvant chemotherapy, and 16 (44%) patients did not receive adjuvant chemotherapy. PD-L1 expression was present in 10 (28%) of 36 initial tumor specimens. From patients receiving adjuvant chemotherapy, 7 (35%) of 20 tumor biopsies showed significant upregulation in PD-L1 expression at recurrence. In contrast, from patients with no adjuvant therapy, only 2 (12.5%) of 16 showed a change in PD-L1 expression. Six (17%) of 36 patients were PD-L1-negative in the primary tumor and turned positive at recurrence. KRAS mutation was present in 70% of patients expressing PD-L1. CONCLUSION PD-L1 expression in non-small cell lung cancer can change from primary to recurrence, implicating the need for re-biopsy at recurrence. Moreover, chemotherapy might increase expression of PD-L1, supporting a combinatorial therapy with chemotherapy and anti-PD(L)1 treatment.
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Affiliation(s)
- Max Lacour
- Department of Thoracic Surgery, University Hospital Zurich, Zurich, Switzerland
| | - Stefanie Hiltbrunner
- Department of Medical Oncology and Hematology, University Hospital Zurich, Zurich, Switzerland
| | - Seok-Yun Lee
- Department of Medical Oncology and Hematology, University Hospital Zurich, Zurich, Switzerland
| | - Alex Soltermann
- Institute of Surgical Pathology, University Hospital Zurich, Zurich, Switzerland
| | | | - Davide Soldini
- Institute of Surgical Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Walter Weder
- Department of Thoracic Surgery, University Hospital Zurich, Zurich, Switzerland
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50
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Miyauchi E, Matsuda T, Kiyotani K, Low S, Hsu Y, Tsukita Y, Ichinose M, Sakurada A, Okada Y, Saito R, Nakamura Y. Significant differences in T cell receptor repertoires in lung adenocarcinomas with and without epidermal growth factor receptor mutations. Cancer Sci 2019; 110:867-874. [PMID: 30582659 PMCID: PMC6398877 DOI: 10.1111/cas.13919] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Recent clinical trials of non-small cell lung cancer with immune checkpoint inhibitors revealed that patients with epidermal growth factor receptor (EGFR) mutations had more unfavorable outcomes compared with those with wild-type EGFR. However, the underlying mechanism for the link between EGFR mutations and immune resistance remains unclear. We performed T cell receptor (TCR) repertoire analysis of resected lung adenocarcinoma tissues with and without EGFR mutations to investigate the characteristics of TCR repertoires. We collected a total of 39 paired (normal and tumor) lung tissue samples (20 had EGFR mutations) and conducted TCR repertoire analysis as well as whole-exome sequencing (WES) and transcriptome analysis. The TCR diversity index in EGFR-mutant tumors was significantly higher than that in EGFR-wild-type tumors (median [range] 552 [162-1,135] vs 230 [30-764]; P < .01), suggesting higher T cell clonal expansion in EGFR-wild-type tumors than in EGFR-mutant tumors. In WES, EGFR-mutant tumors showed lower numbers of non-synonymous mutations and predicted neoantigens than EGFR-wild-type tumors (P < .01, P = .03, respectively). The number of non-synonymous mutations revealed a positive correlation with the sum of frequencies of the TCRβ clonotypes of 1% or higher in tumors (r = .52, P = .04). The present study demonstrates significant differences in TCR repertoires and the number of predicted neoantigens between EGFR-mutant and wild-type lung tumors. Our findings provide important information for understanding the molecular mechanism behind EGFR-mutant patients showing unfavorable responses to immune checkpoint inhibitors.
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Affiliation(s)
- Eisaku Miyauchi
- Department of MedicineThe University of ChicagoChicagoIllinois
- Department of Respiratory MedicineTohoku UniversitySendaiJapan
| | - Tatsuo Matsuda
- Department of MedicineThe University of ChicagoChicagoIllinois
| | - Kazuma Kiyotani
- Cancer Precision Medicine CenterJapanese Foundation for Cancer ResearchTokyoJapan
| | - Siew‐Kee Low
- Cancer Precision Medicine CenterJapanese Foundation for Cancer ResearchTokyoJapan
| | - Yu‐Wen Hsu
- Department of MedicineThe University of ChicagoChicagoIllinois
- The Ph.D. Program for Translational MedicineTaipei Medical University and Academia SinicaTaipeiTaiwan
| | - Yoko Tsukita
- Department of Respiratory MedicineTohoku UniversitySendaiJapan
| | | | - Akira Sakurada
- Department of Thoracic SurgeryTohoku UniversitySendaiJapan
| | | | - Ryoko Saito
- Department of PathologyTohoku University HospitalSendaiJapan
| | - Yusuke Nakamura
- Department of MedicineThe University of ChicagoChicagoIllinois
- Cancer Precision Medicine CenterJapanese Foundation for Cancer ResearchTokyoJapan
- Department of SurgeryThe University of ChicagoChicagoIllinois
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