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Kang DW, Park SK, Kang S, Lee EK. Cost-effectiveness of next-generation sequencing for advanced EGFR/ALK-negative non-small cell lung cancer. Lung Cancer 2024; 197:107970. [PMID: 39366308 DOI: 10.1016/j.lungcan.2024.107970] [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: 02/02/2024] [Revised: 07/16/2024] [Accepted: 09/27/2024] [Indexed: 10/06/2024]
Abstract
OBJECTIVES This study aimed to evaluate the cost-effectiveness of next-generation sequencing (NGS) versus sequential single-gene testing (SGT), including the long-term costs and survival outcomes of relevant treatments for advanced EGFR/ALK-negative non-small cell lung cancer (NSCLC). MATERIALS AND METHODS We developed a decision tree linked to a partitioned survival model to estimate the clinical outcomes and costs over the five-year analysis period. The decision tree consisted of treatment types based on molecular biomarker (ROS1, BRAF, NTRK, MET, RET, and KRAS alterations) test results. The probability of receiving each targeted therapy was estimated based on 1) the testing rate, 2) the proportion of alterations detected, and 3) the proportion of patients receiving treatment consistent with the testing results. We estimated the long-term overall survival and progression-free survival for each treatment using parametric estimation by reconstructing patient-level data from clinical trials. The costs of testing, drugs, administration, physician visits, monitoring, adverse events, post-progression, and end-of-life care were included. The utility values were obtained from a previous study. The incremental cost-effectiveness ratio (ICER) was used to evaluate the cost-effectiveness of NGS within a threshold of $38,701 (50,000,000 KRW) per quality-adjusted life year (QALY). RESULTS The incremental life-years (LYs) and QALYs for the NGS group versus the SGT group were 0.028 and 0.023, respectively. The total medical cost for the NGS group was $8,375 higher than that for the SGT group. The difference in drug costs accounted for most of the differences in total medical costs. NGS was not cost-effective compared to sequential SGT, with an ICER of $300,233/LY and $359,405/QALY, respectively. CONCLUSIONS NGS is not cost-effective for advanced EGFR/ALK-negative NSCLC, but has a survival benefit over sequential SGT. Our findings provide a basis for decision-making regarding the coverage and clinical utilization of NGS in regions where EGFR alterations are prevalent.
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Affiliation(s)
- Dong-Won Kang
- School of Pharmacy, Sungkyunkwan University, Suwon, Gyeonggi-do, Republic of Korea
| | - Sun-Kyeong Park
- College of Pharmacy, The Catholic University of Korea, Bucheon, Gyeonggi-do, Republic of Korea
| | - Sokbom Kang
- Center for Gynecologic Cancer, Research Institute and Hospital, National Cancer Center, Goyang, Gyeonggi-do, Republic of Korea; Department of Cancer Control and Policy, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, Gyeonggi-do, Republic of Korea.
| | - Eui-Kyung Lee
- School of Pharmacy, Sungkyunkwan University, Suwon, Gyeonggi-do, Republic of Korea.
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Jayakrishnan R, Kwiatkowski DJ, Rose MG, Nassar AH. Topography of mutational signatures in non-small cell lung cancer: emerging concepts, clinical applications, and limitations. Oncologist 2024; 29:833-841. [PMID: 38907669 PMCID: PMC11449018 DOI: 10.1093/oncolo/oyae091] [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: 12/08/2023] [Accepted: 04/16/2024] [Indexed: 06/24/2024] Open
Abstract
The genome of a cell is continuously battered by a plethora of exogenous and endogenous processes that can lead to damaged DNA. Repair mechanisms correct this damage most of the time, but failure to do so leaves mutations. Mutations do not occur in random manner, but rather typically follow a more or less specific pattern due to known or imputed mutational processes. Mutational signature analysis is the process by which the predominant mutational process can be inferred for a cancer and can be used in several contexts to study both the genesis of cancer and its response to therapy. Recent pan-cancer genomic efforts such as "The Cancer Genome Atlas" have identified numerous mutational signatures that can be categorized into single base substitutions, doublet base substitutions, or small insertions/deletions. Understanding these mutational signatures as they occur in non-small lung cancer could improve efforts at prevention, predict treatment response to personalized treatments, and guide the development of therapies targeting tumor evolution. For non-small cell lung cancer, several mutational signatures have been identified that correlate with exposures such as tobacco smoking and radon and can also reflect endogenous processes such as aging, APOBEC activity, and loss of mismatch repair. Herein, we provide an overview of the current knowledge of mutational signatures in non-small lung cancer.
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Affiliation(s)
- Ritujith Jayakrishnan
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, United States
| | - David J Kwiatkowski
- Department of Pulmonary Medicine, Brigham and Women's Hospital, Boston, MA, 02115, United States
| | - Michal G Rose
- Yale University School of Medicine and Cancer Center, Veterans Affairs Connecticut Healthcare System, West Haven, CT 06516, United States
- Department of Medicine, Medical Oncology Division, Yale Cancer Center, New Haven, CT, United States
| | - Amin H Nassar
- Yale University School of Medicine and Cancer Center, Veterans Affairs Connecticut Healthcare System, West Haven, CT 06516, United States
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3
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Wallen ZD, Nesline MK, Pabla S, Gao S, Vanroey E, Hastings SB, Ko H, Strickland KC, Previs RA, Zhang S, Conroy JM, Jensen TJ, George E, Eisenberg M, Caveney B, Sathyan P, Ramkissoon S, Severson EA. A consensus-based classification workflow to determine genetically inferred ancestry from comprehensive genomic profiling of patients with solid tumors. Brief Bioinform 2024; 25:bbae557. [PMID: 39471413 PMCID: PMC11521331 DOI: 10.1093/bib/bbae557] [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: 03/05/2024] [Revised: 09/18/2024] [Accepted: 10/16/2024] [Indexed: 11/01/2024] Open
Abstract
Disparities in cancer diagnosis, treatment, and outcomes based on self-identified race and ethnicity (SIRE) are well documented, yet these variables have historically been excluded from clinical research. Without SIRE, genetic ancestry can be inferred using single-nucleotide polymorphisms (SNPs) detected from tumor DNA using comprehensive genomic profiling (CGP). However, factors inherent to CGP of tumor DNA increase the difficulty of identifying ancestry-informative SNPs, and current workflows for inferring genetic ancestry from CGP need improvements in key areas of the ancestry inference process. This study used genomic data from 4274 diverse reference subjects and CGP data from 491 patients with solid tumors and SIRE to develop and validate a workflow to obtain accurate genetically inferred ancestry (GIA) from CGP sequencing results. We use consensus-based classification to derive confident ancestral inferences from an expanded reference dataset covering eight world populations (African, Admixed American, Central Asian/Siberian, European, East Asian, Middle Eastern, Oceania, South Asian). Our GIA calls were highly concordant with SIRE (95%) and aligned well with reference populations of inferred ancestries. Further, our workflow could expand on SIRE by (i) detecting the ancestry of patients that usually lack appropriate racial categories, (ii) determining what patients have mixed ancestry, and (iii) resolving ancestries of patients in heterogeneous racial categories and who had missing SIRE. Accurate GIA provides needed information to enable ancestry-aware biomarker research, ensure the inclusion of underrepresented groups in clinical research, and increase the diverse representation of patient populations eligible for precision medicine therapies and trials.
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Affiliation(s)
- Zachary D Wallen
- Medical Oncology, Labcorp Oncology, 6 Moore Dr., Durham, NC 27560, United States
| | - Mary K Nesline
- Medical Oncology, Labcorp Oncology, 6 Moore Dr., Durham, NC 27560, United States
| | - Sarabjot Pabla
- Medical Oncology, Labcorp Oncology, 6 Moore Dr., Durham, NC 27560, United States
| | - Shuang Gao
- Medical Oncology, Labcorp Oncology, 6 Moore Dr., Durham, NC 27560, United States
| | - Erik Vanroey
- Medical Oncology, Labcorp Oncology, 6 Moore Dr., Durham, NC 27560, United States
| | - Stephanie B Hastings
- Medical Oncology, Labcorp Oncology, 6 Moore Dr., Durham, NC 27560, United States
| | - Heidi Ko
- Medical Oncology, Labcorp Oncology, 6 Moore Dr., Durham, NC 27560, United States
| | - Kyle C Strickland
- Medical Oncology, Labcorp Oncology, 6 Moore Dr., Durham, NC 27560, United States
- Department of Pathology, Duke University Medical Center, Duke Cancer Institute, 40 Duke Medicine Cir, Durham, NC 27710, United States
| | - Rebecca A Previs
- Medical Oncology, Labcorp Oncology, 6 Moore Dr., Durham, NC 27560, United States
- Department of Obstetrics & Gynecology, Duke University Medical Center, Duke Cancer Institute, 40 Duke Medicine Cir, Durham, NC 27710, United States
| | - Shengle Zhang
- Medical Oncology, Labcorp Oncology, 6 Moore Dr., Durham, NC 27560, United States
| | - Jeffrey M Conroy
- Medical Oncology, Labcorp Oncology, 6 Moore Dr., Durham, NC 27560, United States
| | - Taylor J Jensen
- Medical Oncology, Labcorp Oncology, 6 Moore Dr., Durham, NC 27560, United States
| | - Elizabeth George
- Labcorp, 531 South Spring Street, Burlington, NC 27215, United States
| | - Marcia Eisenberg
- Labcorp, 531 South Spring Street, Burlington, NC 27215, United States
| | - Brian Caveney
- Labcorp, 531 South Spring Street, Burlington, NC 27215, United States
| | - Pratheesh Sathyan
- Oncology Medical Affairs, Illumina Inc, 5200 Illumina Way, San Diego, CA 92122, United States
| | - Shakti Ramkissoon
- Medical Oncology, Labcorp Oncology, 6 Moore Dr., Durham, NC 27560, United States
- Department of Pathology, Wake Forest Comprehensive Cancer Center, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27109, United States
| | - Eric A Severson
- Medical Oncology, Labcorp Oncology, 6 Moore Dr., Durham, NC 27560, United States
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de Nijs K, de Koning HJ, van der Aalst C, Ten Haaf K. Medical costs of lung cancer by stage, histology and first-line treatment modality in the Netherlands (2012-2021). Eur J Cancer 2024; 208:114231. [PMID: 39047534 DOI: 10.1016/j.ejca.2024.114231] [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: 05/03/2024] [Revised: 07/01/2024] [Accepted: 07/09/2024] [Indexed: 07/27/2024]
Abstract
INTRODUCTION Lung cancer is a leading cause of mortality worldwide, with lung cancer treatment presenting a significant financial burden. The treatment landscape has recently shifted, seeing an increase in targeted- and immunotherapies. Such treatments are expensive, but estimates of the medical costs of the lung cancer treatment pathway largely predate their introduction. METHODS We link medical expenditures of individuals resident in the Netherlands (n = 19.2 m) for 2013-2021 to tumour-level (n = 137,129, incident 2012-2021) Netherlands Cancer Registry data. We estimate lung cancer-attributable costs by phase of care (initial, continuing and terminal), stratified by cancer stage and histology, and observe trends in medical costs over time. RESULTS We estimate mean costs over the lung cancer treatment pathway to be €48,443 per patient. Total medical costs are highest in the initial phase, followed by the terminal and continuing phase. Monthly treatment for stage IV lung cancer is significantly more expensive than for early-stage disease (€8293 per month of initial care relative to €3228 for stage IA). Stage IV lung cancer has become significantly more expensive to treat 2018-2021 relative to 2013-2017, with monthly expenditures rising 55 % in initial care and 148 % in continuing care. Population-wide, we find €900.6 million spent on lung cancer care in 2021, €433 million more than in 2016, of which €307.3 million is attributed to per-patient expenditure trends. CONCLUSIONS Treatment advances are quickly inflating medical costs for late-stage lung cancer. Policy makers should carefully evaluate the cost-effectiveness of novel treatments, and incorporate stage-specific treatment costs in evaluating interventions for early detection.
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Affiliation(s)
- Koen de Nijs
- Department of Public Health, Erasmus MC - University Medical Center Rotterdam, 3015 CE Rotterdam, the Netherlands.
| | - Harry J de Koning
- Department of Public Health, Erasmus MC - University Medical Center Rotterdam, 3015 CE Rotterdam, the Netherlands
| | - Carlijn van der Aalst
- Department of Public Health, Erasmus MC - University Medical Center Rotterdam, 3015 CE Rotterdam, the Netherlands
| | - Kevin Ten Haaf
- Department of Public Health, Erasmus MC - University Medical Center Rotterdam, 3015 CE Rotterdam, the Netherlands.
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Zhou J, Zheng Q, Huang Y, Lyu M, Wang T, Wu D, Liao H. Effect of family history of cancer on postoperative survival in patients with non-small cell lung cancer. Transl Lung Cancer Res 2024; 13:1851-1861. [PMID: 39263018 PMCID: PMC11384475 DOI: 10.21037/tlcr-24-349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Accepted: 05/27/2024] [Indexed: 09/13/2024]
Abstract
Background Family history of cancer (FHC) has been reported to increase mortality of non-small cell lung cancer, mainly comprised of lung adenocarcinoma (LUAD) and lung squamous cell carcinoma (LUSC). However, the impact of FHC on long-term survival remains controversial. This study aims to identify the impact of FHC on postoperative survival in LUAD and LUSC. Methods Patients underwent lung resection for LUAD or LUSC in West China Hospital from 2009 to 2021 were enrolled. The 5-year overall survival (OS), lung cancer-specific survival (LCSS) and progression-free survival (PFS) were compared between the patients with and without FHC. Multivariable Cox regression was also performed. Results A total of 6,253 patients were enrolled, including 5,685 LUAD and 568 LUSC. Altogether 18.9% (1,077/5,685) patients had FHC in LUAD, and 12.7% (72/568) patients had FHC in LUSC. In LUAD, the patients with FHC showed comparable survival compared with the patients without FHC regarding 5-year OS (87.9% vs. 86.5%, P=0.49), 5-year PFS (84.8% vs. 80.9%, P=0.06), and 5-year LCSS (89.2% vs. 88.0%, P=0.96). In LUSC, the patients with FHC had poorer survival compared with the patients without FHC according to 5-year OS (40.9% vs. 68.2%, P=0.007), 5-year PFS (42.3% vs. 66.2%, P=0.003), and 5-year LCSS (45.8% vs. 72.7%, P=0.003). Multivariate analyses indicated that FHC was an independent prognostic factor of OS, PFS, and LCSS in the patients with LUSC. Conclusions FHC was associated with a poor survival after lung resection in LUSC not LUAD patients. More attention should be paid in postoperative monitoring and treatment in LUSC patients with FHC.
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Affiliation(s)
- Jian Zhou
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, China
| | - Quan Zheng
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, China
| | - Yuchen Huang
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, China
| | - Mengyuan Lyu
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Tengyong Wang
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, China
| | - Dongsheng Wu
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, China
| | - Hu Liao
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, China
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Jha P, Joshi A, Mishra R, Biswal RP, Kulkarni PM, Limaye S, Babu G, Batra U, Malik P, Kumar R, Shah M, Menon N, Rauthan A, Kuriakose M, Ramachandran V, Noronha V, Kumar P, Prabhash K. Landscape of Clinically Relevant Genomic Alterations in the Indian Non-small Cell Lung Cancer Patients. Clin Lung Cancer 2024:S1525-7304(24)00149-9. [PMID: 39129089 DOI: 10.1016/j.cllc.2024.07.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 07/18/2024] [Accepted: 07/18/2024] [Indexed: 08/13/2024]
Abstract
BACKGROUND The genomic landscape of non-small cell lung cancer (NSCLC) in the Indian patients remains underexplored. We revealed distinctive genomic alterations of Indian NSCLC patients, thereby providing vital molecular insights for implementation of precision therapies. METHODS We analyzed the genomic profiles of 325 lung adenocarcinoma and 81 lung squamous carcinoma samples from Indian patients using targeted sequencing of 50 cancer related genes. Correlations between genomic alterations and clinical characteristics were computed using statistical analyses. Additionally, we identified distinct features of Indian NSCLC genomes by comparison across different ethnicities. RESULTS Our genomic analysis revealed several noticeable features of Indian NSCLC patients. Alterations in EGFR (45.8%), TP53 (27.4%), ALK (11.4%) and KRAS (10.2%) were predominant in adenocarcinoma, with 68% eligible for targeted therapies. Squamous carcinoma exhibited prevalent alterations in TP53 (40.7%), PIK3CA (17.3%), and CDKN2A (8.6%). We observed higher frequency of EGFR alterations (18.5%) in lung squamous carcinoma patients, significantly distinct from other ethnicities reported till date. Beyond established correlations, we observed 60% of PD-L1 negative squamous patients harbored TP53 alterations, suggesting intriguing therapeutic implications. CONCLUSIONS Our data revealed unique genomic variations of adenocarcinoma and squamous carcinoma patients, with significant indications for precision medicine and clinical practice of lung cancers. The study emphasizes the importance of clinical utility of NGS for routine diagnostics.
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Affiliation(s)
- Prerana Jha
- Department of Research, Karkinos Foundation, Mumbai, Maharashtra, India; Division of Cancer Biology, Karkinos Healthcare Pvt Ltd, Navi Mumbai, Maharashtra, India
| | - Asim Joshi
- Department of Research, Karkinos Foundation, Mumbai, Maharashtra, India; Division of Cancer Biology, Karkinos Healthcare Pvt Ltd, Navi Mumbai, Maharashtra, India
| | - Rohit Mishra
- Department of Research, Karkinos Foundation, Mumbai, Maharashtra, India; Division of Cancer Biology, Karkinos Healthcare Pvt Ltd, Navi Mumbai, Maharashtra, India
| | - Ranendra Pratap Biswal
- Division of Cancer Biology, Karkinos Healthcare Pvt Ltd, Navi Mumbai, Maharashtra, India
| | - Pooja Mahesh Kulkarni
- Division of Cancer Biology, Karkinos Healthcare Pvt Ltd, Navi Mumbai, Maharashtra, India
| | - Sewanti Limaye
- Department of Medical and Precision Oncology, Sir HN Reliance Foundation Hospital and Research Centre, Mumbai, Maharashtra, India
| | - Govind Babu
- Department of Medical Oncology, HCG Cancer Hospital, Bengaluru, India
| | - Ullas Batra
- Department of Medical Oncology, Section of Molecular Diagnostics, Pathology, Rajiv Gandhi Cancer Institute and Research Centre, Delhi, India
| | - Prabhat Malik
- Department of Medical Oncology, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, India
| | - Rajiv Kumar
- Department of Pathology, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Minit Shah
- Department of Medical Oncology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, Maharashtra, India
| | - Nandini Menon
- Department of Medical Oncology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, Maharashtra, India
| | - Amit Rauthan
- Department of Medical Oncology, Manipal Hospital, Bengaluru, Karnataka, India
| | - Moni Kuriakose
- Department of Research, Karkinos Foundation, Mumbai, Maharashtra, India; Division of Cancer Biology, Karkinos Healthcare Pvt Ltd, Navi Mumbai, Maharashtra, India
| | - Venkataramanan Ramachandran
- Department of Research, Karkinos Foundation, Mumbai, Maharashtra, India; Division of Cancer Biology, Karkinos Healthcare Pvt Ltd, Navi Mumbai, Maharashtra, India
| | - Vanita Noronha
- Department of Medical Oncology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, Maharashtra, India
| | - Prashant Kumar
- Department of Research, Karkinos Foundation, Mumbai, Maharashtra, India; Division of Cancer Biology, Karkinos Healthcare Pvt Ltd, Navi Mumbai, Maharashtra, India; Centre of Excellence for Cancer - Gangwal School of Medical Sciences and Technology, Indian Institute of Technology Kanpur, Kanpur, Uttar Pradesh India.
| | - Kumar Prabhash
- Department of Medical Oncology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, Maharashtra, India.
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de Jager VD, Cajiao Garcia BN, Kuijpers CCHJ, de Bock GH, Maas WJ, Timens W, van Kempen LC, van der Wekken AJ, Schuuring E, Willems SM. Regional differences in predictive biomarker testing rates for patients with metastatic NSCLC in the Netherlands. Eur J Cancer 2024; 205:114125. [PMID: 38788285 DOI: 10.1016/j.ejca.2024.114125] [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: 01/15/2024] [Revised: 05/02/2024] [Accepted: 05/12/2024] [Indexed: 05/26/2024]
Abstract
BACKGROUND Predictive biomarker testing has a key role in the treatment decision-making for patients with non-small cell lung cancer (NSCLC) and is mandated by (inter)national guidelines. The aim of this study was to establish guideline-adherent biomarker testing rates in the Netherlands in 2019 and to examine associations of demographical, clinical, and environmental factors with guideline-adherent testing. METHODS This study involved the integration of clinical data of the Netherlands Cancer Registry with pathology reports of the Dutch Nationwide Pathology Databank. Data extracted from these reports included sample type, diagnosis, and molecular testing status of predictive biomarkers. The study population comprised all patients diagnosed with metastatic non-squamous NSCLC in the Netherlands in 2019. RESULTS In the cohort of 3877 patients with metastatic non-squamous NSCLC under investigation, overall molecular testing rates for non-fusion predictive biomarkers (EGFR, KRAS, BRAF, ERBB2, MET) ranged from 73.9 to 89.0 %, while molecular testing for fusion-drivers (ALK, ROS1, RET, NTRK) ranged from 12.6 % to 63.9 %. Guideline-adherent testing of EGFR, KRAS, and ALK was performed in 85.2 % of patients, with regional rates spanning from 76.0 % to 90.8 %. Demographical and clinical factors associated with guideline-adherent biomarker testing included lower age (OR = 1.05 per one year decrease; p < 0.001), female sex (OR = 1.36; p = 0.002), diagnosis of adenocarcinoma (OR = 2.48; p < 0.001), availability of histological tumor material (OR = 2.46; p < 0.001), and clinical stage of metastatic disease (p = 0.002). Other factors associated with guideline-adherent biomarker testing included diagnosis at academic center (OR = 1.87; p = 0.002) and patient's region of residence (p < 0∙001). CONCLUSION Optimization of the chain-of-care of predictive biomarker testing in patients with NSCLC in the Netherlands is needed to provide adequate care for these patients.
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Affiliation(s)
- V D de Jager
- Department of Pathology and Medical Biology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - B N Cajiao Garcia
- Department of Pathology and Medical Biology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - C C H J Kuijpers
- The Dutch Nationwide Pathology Databank (Palga), Houten, the Netherlands
| | - G H de Bock
- Department of Epidemiology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - W J Maas
- Department of Epidemiology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - W Timens
- Department of Pathology and Medical Biology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - L C van Kempen
- Department of Pathology and Medical Biology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands; Department of Pathology, University Hospital Antwerp, University of Antwerp, Edegem, Belgium
| | - A J van der Wekken
- Department of Pulmonary Diseases and Tuberculosis, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - E Schuuring
- Department of Pathology and Medical Biology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - S M Willems
- Department of Pathology and Medical Biology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands.
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Bie Z, Ping Y, Li X, Lan X, Wang L. Accurate Early Detection and EGFR Mutation Status Prediction of Lung Cancer Using Plasma cfDNA Coverage Patterns: A Proof-of-Concept Study. Biomolecules 2024; 14:716. [PMID: 38927119 PMCID: PMC11202186 DOI: 10.3390/biom14060716] [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: 04/03/2024] [Revised: 06/02/2024] [Accepted: 06/10/2024] [Indexed: 06/28/2024] Open
Abstract
Lung cancer is a major global health concern with a low survival rate, often due to late-stage diagnosis. Liquid biopsy offers a non-invasive approach to cancer detection and monitoring, utilizing various features of circulating cell-free DNA (cfDNA). In this study, we established two models based on cfDNA coverage patterns at the transcription start sites (TSSs) from 6X whole-genome sequencing: an Early Cancer Screening Model and an EGFR mutation status prediction model. The Early Cancer Screening Model showed encouraging prediction ability, especially for early-stage lung cancer. The EGFR mutation status prediction model exhibited high accuracy in distinguishing between EGFR-positive and wild-type cases. Additionally, cfDNA coverage patterns at TSSs also reflect gene expression patterns at the pathway level in lung cancer patients. These findings demonstrate the potential applications of cfDNA coverage patterns at TSSs in early cancer screening and in cancer subtyping.
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Affiliation(s)
- Zhixin Bie
- Department of Minimally Invasive Tumor Therapies Center, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, No. 1 Dongdan Dahua Street, Beijing 100730, China; (Z.B.); (X.L.)
| | - Yi Ping
- Department of Basic Medical Sciences, School of Medicine, Tsinghua University, Beijing 100084, China;
| | - Xiaoguang Li
- Department of Minimally Invasive Tumor Therapies Center, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, No. 1 Dongdan Dahua Street, Beijing 100730, China; (Z.B.); (X.L.)
| | - Xun Lan
- Department of Basic Medical Sciences, School of Medicine, Tsinghua University, Beijing 100084, China;
- Tsinghua-Peking Joint Center for Life Sciences, Tsinghua University, Beijing 100084, China
- Centre for Life Sciences, Tsinghua University, Beijing 100084, China
- MOE Key Laboratory of Bioinformatics, Tsinghua University, Beijing 100084, China
| | - Lihui Wang
- Department of Basic Medical Sciences, School of Medicine, Tsinghua University, Beijing 100084, China;
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Amouzegar A, Haig S, Kahn AM, Tawbi HA, Jones JA, Goldberg SB. Navigating the Complexities of Brain Metastases Management. Am Soc Clin Oncol Educ Book 2024; 44:e433694. [PMID: 38781565 DOI: 10.1200/edbk_433694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2024]
Abstract
The management of brain metastases, a potentially devastating complication of advanced cancers, has become increasingly complex with advancements in local and systemic therapies. Improved outcomes and extended survival for patients with metastatic solid tumors have led to a surge in the prevalence and possibly incidence of brain metastases, affecting up to 40% of individuals with solid tumors. Enhanced imaging technologies contribute to more accurate and early detection, shaping the understanding of the intricate landscape of this condition. Traditionally, surgery and radiation stood as the mainstays of treatment because of the limited efficacy of systemic therapies within the brain. However, emerging clinical data, particularly in melanoma, lung, and breast cancers, reveal promising results with novel systemic treatments such as immunotherapy and targeted therapies. Despite the historical exclusion of patients with active brain metastases from clinical trials, a shift is occurring toward a more inclusive approach. This chapter delves into the multifaceted challenges associated with managing brain metastases, with a focus on the evolving landscape of systemic approaches as well as the intricacies of shared decision making, providing a comprehensive overview of the current state and future directions in navigating the complexities of brain metastases management.
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Affiliation(s)
- Afsaneh Amouzegar
- Department of Melanoma Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Shannon Haig
- Lake Erie College of Osteopathic Medicine, Greensburg, PA
| | - Adriana M Kahn
- Section of Medical Oncology, Department of Medicine, Yale School of Medicine, New Haven, CT
| | - Hussein A Tawbi
- Department of Melanoma Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Joshua A Jones
- Department of Oncology, Division of Radiation Oncology and Division of Palliative Medicine, Rochester Regional Health System, Rochester, NY
| | - Sarah B Goldberg
- Section of Medical Oncology, Department of Medicine, Yale School of Medicine, New Haven, CT
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10
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Odintsov I, Makarem M, Nishino M, Bachert SE, Zhang T, LoPiccolo J, Paweletz CP, Gokhale PC, Ivanova E, Saldanha A, Rudin CM, Lockwood WW, Ladanyi M, Somwar R, Jänne PA, Sholl LM. Prevalence and Therapeutic Targeting of High-Level ERBB2 Amplification in NSCLC. J Thorac Oncol 2024; 19:732-748. [PMID: 38154514 DOI: 10.1016/j.jtho.2023.12.019] [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: 10/21/2023] [Revised: 12/12/2023] [Accepted: 12/16/2023] [Indexed: 12/30/2023]
Abstract
INTRODUCTION ERBB2 amplification in lung cancer remains poorly characterized. HER2 (encoded by ERBB2) is a transmembrane tyrosine kinase capable of ligand-independent dimerization and signaling when overexpressed, and a common cause of HER2 overexpression is ERBB2 amplification. Here, we evaluated the clinicopathologic and genomic characteristics of ERBB2-amplified NSCLC and explored a HER2 antibody-drug conjugate (ADC) therapeutic strategy. METHODS Our institutional next-generation DNA sequencing data (OncoPanel) from 5769 NSCLC samples (5075 patients) were queried for cases having high-level ERBB2 amplification (≥6 copies). Clinical and demographic characteristics were extracted from the electronic medical records. Efficacy of the pan-ERBB inhibitor afatinib or HER2 ADCs (trastuzumab deruxtecan and trastuzumab emtansine) was evaluated in NSCLC preclinical models and patients with ERBB2 amplification. RESULTS High-level ERBB2 amplification was identified in 0.9% of lung adenocarcinomas and reliably predicted overexpression of HER2. ERBB2 amplification events are detected in two distinct clinicopathologic and genomic subsets of NSCLC: as the sole mitogenic driver in tumors arising in patients with a smoking history or as a concomitant alteration with other mitogenic drivers in patients with a light or never smoking history. We further reveal that trastuzumab deruxtecan is effective therapy in in vitro and in vivo preclinical models of NSCLC harboring ERBB2 amplification and report two cases of clinical activity of an anti-HER2 ADC in patients who acquired ERBB2 amplification after previous targeted therapy. CONCLUSIONS High-level ERBB2 amplification reliably predicts HER2 overexpression in patients with NSCLC, and HER2 ADC is effective therapy in this population.
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Affiliation(s)
- Igor Odintsov
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Maisam Makarem
- Lowe Center for Thoracic Oncology and Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Mizuki Nishino
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Sara Emily Bachert
- Department of Pathology and Laboratory Medicine, University of Kentucky, Lexington, Kentucky
| | - Tom Zhang
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York; School of Medicine, New York Medical College, Valhalla, New York
| | - Jaclyn LoPiccolo
- Lowe Center for Thoracic Oncology and Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Cloud P Paweletz
- Lowe Center for Thoracic Oncology and Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Prafulla C Gokhale
- Lowe Center for Thoracic Oncology and Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Elena Ivanova
- Lowe Center for Thoracic Oncology and Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Aisha Saldanha
- Lowe Center for Thoracic Oncology and Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Charles M Rudin
- Department of Medicine, Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center, New York, New York
| | - William W Lockwood
- Department of Pathology & Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Marc Ladanyi
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York; Department of Integrative Oncology, BC Cancer Research Institute, Vancouver, BC, Canada; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Romel Somwar
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York; Department of Integrative Oncology, BC Cancer Research Institute, Vancouver, BC, Canada; Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Pasi A Jänne
- Lowe Center for Thoracic Oncology and Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Lynette M Sholl
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
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11
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Akers KG, Oskar S, Zhao B, Frederickson AM, Arunachalam A. Clinical Outcomes of PD-1/PD-L1 Inhibitors Among Patients With Advanced or Metastatic Non-Small Cell Lung Cancer With BRAF, ERBB2/HER2, MET , or RET Alterations: A Systematic Literature Review. J Immunother 2024; 47:128-138. [PMID: 38112201 PMCID: PMC10984634 DOI: 10.1097/cji.0000000000000500] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 11/21/2023] [Indexed: 12/21/2023]
Abstract
The therapeutic landscape for patients with advanced or metastatic non-small cell lung cancer (NSCLC) is rapidly evolving due to advances in molecular testing and the development of new targeted therapies and immunotherapies. However, the efficacy of programmed death 1 (PD-1)/programmed death ligand 1 (PD-L1) inhibitors in advanced or metastatic patients with NSCLC whose tumors harbor BRAF V600E mutation, HER2/ERBB2 alteration, MET exon 14 skipping mutation, or RET rearrangement is not completely understood. A systematic literature review was performed to summarize evidence from clinical trials and observational studies on objective response rate, progression-free survival, and overall survival in patients whose tumors express these biomarkers and who were treated with PD-1/PD-L1 inhibitors. Searches of Embase, MEDLINE, conference abstracts, and a clinical trial registry identified a total of 12 unique studies: 4 studies included patients with BRAF V600E mutation, 6 studies included patients with HER2/ERBB2 alteration, 7 studies included patients with MET exon 14 skipping mutation, and 5 studies included patients with RET rearrangement. Across studies, there was heterogeneity in treatment and patient characteristics and a lack of reporting on many important predictive and prognostic factors, including treatment regimens, patients' line of therapy, and tumor PD-L1 expression, which may explain the wide variation in objective response rate, progression-free survival, and overall survival across studies. Therefore, additional studies prospectively evaluating clinical outcomes of PD-1/PD-L1 inhibitors among patients with advanced or metastatic NSCLC whose tumors harbor emerging predictive or prognostic biomarkers are needed to determine whether this class of immunotherapy can provide additional survival benefits for these patients.
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Affiliation(s)
| | - Sabine Oskar
- Center for Observational and Real-World Evidence, Merck & Co., Inc., Rahway, NJ
| | - Bin Zhao
- Center for Observational and Real-World Evidence, Merck & Co., Inc., Rahway, NJ
| | | | - Ashwini Arunachalam
- Center for Observational and Real-World Evidence, Merck & Co., Inc., Rahway, NJ
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12
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Peng Y, Ernani V, Liu D, Guo Q, Hopps M, Cappelleri JC, Gupta R, de Andrade M, Chen J, Yi ES, Yang P. Lung adenocarcinoma patients with ROS1-rearranged tumors by sex and smoking intensity. Heliyon 2024; 10:e28285. [PMID: 38560203 PMCID: PMC10981064 DOI: 10.1016/j.heliyon.2024.e28285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 03/14/2024] [Accepted: 03/15/2024] [Indexed: 04/04/2024] Open
Abstract
Background ROS1 rearrangements (ROS1+) define a distinct molecular subset of lung adenocarcinomas. ROS1 + tumors are known to occur more in never-smokers, but the frequency and outcome of ROS1 positivity by sex and smoking intensity are not clearly documented. Patients and methods This patient cohort study included all never- (<100 cigarettes lifetime) and light- (100 cigarettes-20 pack-years) smokers, and a sample of heavy-smokers. ROS1 + rates by sex and smoking intensity were compared within and beyond our study. Survival outcomes were analyzed using Kaplan-Meier curves and Cox proportional hazards models. Results Of the 571 total patients, ROS1 + was detected in 24 (4.2%): 6.4% in men and 3.0% in women; 5.1% in never-, 5.7% in light-, and 1.8% in heavy-smokers (P=0.05). Among the 209 stage IIIB-IV patients, men had much higher ROS1 + rate (11.1%) not only than women (1.7%, P=0.004) in our study, but also than men (0.4%-1.8%) in 8 published studies (Ps = 0.0019-0.0001). ROS1+ rates were similar between never- (9.3%) and light-smokers (8.1%) and significantly lower in heavy-smokers (1.2%, P=0.017), a finding confirmed by 6 published studies (Ps = 0.041-0.0001). Overall survival of ROS1 + patients were significantly better than the ROS1- (P=0.023) mainly due to targeted therapy. Among patients who exhibited resistance to crizotinib, follow-up treatment of entrectinib and lorlatinib showed remarkable survival benefits. Conclusions The ROS1 + rates were higher in men than in women, and similar in never- and light-smokers, more pronounced in stage IIIB-IV patients. Newer-generation ALK/ROS1-targeted drugs showed efficacy in a cohort of crizotinib resistant ROS1 + patients. These results, when validated, could assist efficiently accruing ROS1 + patients.
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Affiliation(s)
- Yanmei Peng
- Division of Epidemiology, Department of Quantitative Health Sciences, Mayo Clinic, AZ, 85259, USA
- Department of Oncology, Fangshan Hospital, Beijing University of Chinese Medicine, Beijing, 102400, China
| | - Vinicius Ernani
- Division of Hematology and Medical Oncology, Department of Medicine, Mayo Clinic, AZ, 85054, USA
| | - Dan Liu
- Division of Epidemiology, Department of Quantitative Health Sciences, Mayo Clinic, AZ, 85259, USA
- Division of Pulmonary & Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, 610064, China
| | - Qian Guo
- Division of Epidemiology, Department of Quantitative Health Sciences, Mayo Clinic, AZ, 85259, USA
- Department of Medical Oncology, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, 610041, China
| | - Markay Hopps
- Vaccine R&D, Pfizer Inc, New York, NY, 10017, USA
| | | | - Ruchi Gupta
- Division of Biostatistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA
| | - Mariza de Andrade
- Division of Biostatistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA
| | - Jun Chen
- Division of Epidemiology, Department of Quantitative Health Sciences, Mayo Clinic, AZ, 85259, USA
- The Second Affiliated Hospital of Dalian Medical University, Shahekou District, Dalian, 116023, China
| | - Eunhee S. Yi
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Ping Yang
- Division of Epidemiology, Department of Quantitative Health Sciences, Mayo Clinic, AZ, 85259, USA
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13
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Saito-Koyama R, Tamai K, Yasuda J, Okamura Y, Yamazaki Y, Inoue C, Miki Y, Abe J, Oishi H, Sato I, Sasano H. Morphometric analysis of nuclear shape irregularity as a novel predictor of programmed death-ligand 1 expression in lung squamous cell carcinoma. Virchows Arch 2024; 484:609-620. [PMID: 37171482 DOI: 10.1007/s00428-023-03548-z] [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: 12/06/2022] [Revised: 04/11/2023] [Accepted: 04/17/2023] [Indexed: 05/13/2023]
Abstract
Immune checkpoint inhibitor (ICI) therapy has been established as one of the key treatment strategies for lung squamous cell carcinoma (LUSQ). The status of programmed death-ligand 1 (PD-L1) in tumor cells and/or immune cells using immunohistochemistry has been primarily used as a surrogate marker for determining ICI treatment; however, when the tissues to be examined are small, false-negative results could be unavoidable due to the heterogeneity of PD-L1 immunoreactivity. To overcome this practical limitation, we attempted to explore the status of nuclear atypia evaluated using morphometry as a potential predictor of PD-L1 status in LUSQ. We correlated the parameters related to nuclear atypia with PD-L1 status using two different cohorts of LUSQ patients (95 cases from The Cancer Genome Atlas database and 30 cases from the Miyagi Cancer Center). Furthermore, we studied the gene mutation status to elucidate the genetic profile of PD-L1 predictable cases. The results revealed that nuclear atypia, especially morphometric parameters related to nuclear shape irregularity, including aspect ratio, circularity, roundness, and solidity, were all significantly associated with PD-L1 status. Additionally, LUSQ cases with high PD-L1 expression and pronounced nuclear atypia were significantly associated with C10orf71 and COL14A1 mutations compared with those with low PD-L1 expression and mild nuclear atypia. We demonstrated for the first time that nuclear shape irregularity could represent a novel predictor of PD-L1 expression in LUSQ. Including the morphometric parameters related to nuclear atypia in conjunction with PD-L1 status could help determine an effective ICI therapeutic strategy; however, further investigation is required.
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Affiliation(s)
- Ryoko Saito-Koyama
- Department of Pathology, Tohoku University School of Medicine, Miyagi, Japan.
- Department of Pathology, National Hospital Organization, Sendai Medical Center, 2-11-12 Miyagino, Miyagino-ku, Sendai, Miyagi, 983-8520, Japan.
| | - Keiichi Tamai
- Division of Cancer Stem Cell, Miyagi Cancer Center Research Institute, Miyagi, Japan
| | - Jun Yasuda
- Division of Molecular and Cellular Oncology, Miyagi Cancer Center Research Institute, Miyagi, Japan
| | - Yasunobu Okamura
- Advanced Research Center for Innovations in Next-Generation Medicine, Tohoku University, Miyagi, Japan
| | - Yuto Yamazaki
- Department of Pathology, Tohoku University School of Medicine, Miyagi, Japan
| | - Chihiro Inoue
- Department of Pathology, Tohoku University School of Medicine, Miyagi, Japan
| | - Yasuhiro Miki
- Department of Pathology, Tohoku University School of Medicine, Miyagi, Japan
- Faculty of Medical Science & Welfare, Tohoku Bunka Gakuen University, Miyagi, Japan
| | - Jiro Abe
- Division of Thoracic Surgery, Miyagi Cancer Center, Miyagi, Japan
| | - Hisashi Oishi
- Department of Thoracic Surgery, Institute of Development, Aging and Cancer, Tohoku University, Miyagi, Japan
| | - Ikuro Sato
- Division of Pathology, Miyagi Cancer Center, Miyagi, Japan
| | - Hironobu Sasano
- Department of Pathology, Tohoku University School of Medicine, Miyagi, Japan
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14
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Laguna JC, García-Pardo M, Alessi J, Barrios C, Singh N, Al-Shamsi HO, Loong H, Ferriol M, Recondo G, Mezquita L. Geographic differences in lung cancer: focus on carcinogens, genetic predisposition, and molecular epidemiology. Ther Adv Med Oncol 2024; 16:17588359241231260. [PMID: 38455708 PMCID: PMC10919138 DOI: 10.1177/17588359241231260] [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: 10/14/2023] [Accepted: 01/22/2024] [Indexed: 03/09/2024] Open
Abstract
Lung cancer poses a global health challenge and stands as the leading cause of cancer-related deaths worldwide. However, its incidence, mortality, and characteristics are not uniform across all regions worldwide. Understanding the factors contributing to this diversity is crucial in a prevalent disease where most cases are diagnosed in advanced stages. Hence, prevention and early diagnosis emerge as the most efficient strategies to enhance outcomes. In Western societies, tobacco consumption constitutes the primary risk factor for lung cancer, accounting for up to 90% of cases. In other geographic locations, different significant factors play a fundamental role in disease development, such as individual genetic predisposition, or exposure to other carcinogens such as radon gas, environmental pollution, occupational exposures, or specific infectious diseases. Comprehensive clinical and molecular characterization of lung cancer in recent decades has enabled us to distinguish different subtypes of lung cancer with distinct phenotypes, genotypes, immunogenicity, treatment responses, and survival rates. The ultimate goal is to prevent and individualize lung cancer management in each community and improve patient outcomes.
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Affiliation(s)
- Juan Carlos Laguna
- Medical Oncology Department, Hospital Clinic of Barcelona, Barcelona, Spain
- Laboratory of Translational Genomics and Targeted Therapies in Solid Tumors, IDIBAPS, Barcelona, Spain
- Department of Medicine, University of Barcelona, Barcelona, Spain
| | - Miguel García-Pardo
- Department of Medical Oncology, Hospital Universitario Ramón y Cajal, Madrid, Spain
- Department of Medicine, University of Barcelona, Barcelona, Spain
| | - Joao Alessi
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute
| | - Carlos Barrios
- School of Medicine, Porto Alegre, Rio Grande do Sul, Brazil
| | - Navneet Singh
- Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | | | - Herbert Loong
- Department of Clinical Oncology, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Miquel Ferriol
- Laboratory of Translational Genomics and Targeted Therapies in Solid Tumors, IDIBAPS, Barcelona, Spain
- Barcelona Neural Networking Center, Universitat Politècnica de Catalunya, Barcelona, Spain
| | | | - Laura Mezquita
- Medical Oncology Department, Hospital Clinic of Barcelona, Calle Villarroel 170, Barcelona 08036, Spain
- Laboratory of Translational Genomics and Targeted Therapies in Solid Tumors, IDIBAPS, Barcelona, Spain
- Department of Medicine, University of Barcelona, Barcelona, Spain
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15
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Petterson J, Mustafa D, Bandaru S, Eklund EÄ, Hallqvist A, Sayin VI, Gagné A, Fagman H, Akyürek LM. Pulmonary Adenocarcinoma In Situ and Minimally Invasive Adenocarcinomas in European Patients Have Less KRAS and More EGFR Mutations Compared to Advanced Adenocarcinomas. Int J Mol Sci 2024; 25:2959. [PMID: 38474205 DOI: 10.3390/ijms25052959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 02/20/2024] [Accepted: 02/28/2024] [Indexed: 03/14/2024] Open
Abstract
Pulmonary adenocarcinoma (ADC) is a very diverse disease, both genetically and histologically, which displays extensive intratumor heterogeneity with numerous acquired mutations. ADC is the most common type of lung cancer and is believed to arise from adenocarcinoma in situ (AIS) which then progresses to minimally invasive adenocarcinoma (MIA). In patients of European ethnicity, we analyzed genetic mutations in AIS (n = 10) and MIA (n = 18) and compared the number of genetic mutations with advanced ADC (n = 2419). Using next-generation sequencing, the number of different mutations detected in both AIS (87.5%) and MIA (94.5%) were higher (p < 0.001) than in advanced ADC (53.7%). In contrast to the high number of mutations in Kirsten rat sarcoma virus gene (KRAS) in advanced ADC (34.6%), there was only one case of AIS with KRAS G12C mutation (3.5%; p < 0.001) and no cases of MIA with KRAS mutation (p < 0.001). In contrast to the modest prevalence of epidermal growth factor receptor (EGFR) mutations in advanced ADC (15.0%), the fraction of EGFR mutant cases was higher in both in AIS (22.2%) and MIA (59.5%; p < 0.001). The EGFR exon 19 deletion mutation was more common in both MIA (50%; n = 6/12) and ADC (41%; n = 149/363), whereas p.L858R was more prevalent in AIS (75%; n = 3/4). In contrast to pulmonary advanced ADC, KRAS driver mutations are less common, whereas mutations in EGFR are more common, in detectable AIS and MIA.
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Affiliation(s)
- Jennie Petterson
- Department of Clinical Pathology, Sahlgrenska University Hospital, Västra Götalandsregionen, 413 45 Gothenburg, Sweden
| | - Dyar Mustafa
- Department of Medical Chemistry and Cell Biology, Institute of Biomedicine, University of Gothenburg, Sahlgrenska Academy, 405 30 Gothenburg, Sweden
- Sahlgrenska Center for Cancer Research, University of Gothenburg, Gothenburg, Sahlgrenska Academy, 405 30 Gothenburg, Sweden
| | - Sashidar Bandaru
- Department of Clinical Pathology, Sahlgrenska University Hospital, Västra Götalandsregionen, 413 45 Gothenburg, Sweden
| | - Ella Äng Eklund
- Sahlgrenska Center for Cancer Research, University of Gothenburg, Gothenburg, Sahlgrenska Academy, 405 30 Gothenburg, Sweden
- Department of Clinical Oncology, Sahlgrenska University Hospital, Västra Götalandsregionen, 413 45 Gothenburg, Sweden
| | - Andreas Hallqvist
- Sahlgrenska Center for Cancer Research, University of Gothenburg, Gothenburg, Sahlgrenska Academy, 405 30 Gothenburg, Sweden
- Department of Clinical Oncology, Sahlgrenska University Hospital, Västra Götalandsregionen, 413 45 Gothenburg, Sweden
| | - Volkan I Sayin
- Sahlgrenska Center for Cancer Research, University of Gothenburg, Gothenburg, Sahlgrenska Academy, 405 30 Gothenburg, Sweden
- Department of Surgery, Institute of Clinical Sciences, University of Gothenburg, 413 45 Gothenburg, Sweden
- Wallenberg Centre for Molecular and Translational Medicine, University of Gothenburg, 413 45 Gothenburg, Sweden
| | - Andréanne Gagné
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Henrik Fagman
- Department of Clinical Pathology, Sahlgrenska University Hospital, Västra Götalandsregionen, 413 45 Gothenburg, Sweden
- Sahlgrenska Center for Cancer Research, University of Gothenburg, Gothenburg, Sahlgrenska Academy, 405 30 Gothenburg, Sweden
- Department of Laboratory Medicine, Institute of Biomedicine, University of Gothenburg, Sahlgrenska Academy, 405 30 Gothenburg, Sweden
| | - Levent M Akyürek
- Department of Clinical Pathology, Sahlgrenska University Hospital, Västra Götalandsregionen, 413 45 Gothenburg, Sweden
- Department of Laboratory Medicine, Institute of Biomedicine, University of Gothenburg, Sahlgrenska Academy, 405 30 Gothenburg, Sweden
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16
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de Jager VD, Timens W, Bayle A, Botling J, Brcic L, Büttner R, Fernandes MGO, Havel L, Hochmair MJ, Hofman P, Janssens A, Johansson M, van Kempen L, Kern I, Lopez-Rios F, Lüchtenborg M, Machado JC, Mohorcic K, Paz-Ares L, Popat S, Ryška A, Taniere P, Wolf J, Schuuring E, van der Wekken AJ. Developments in predictive biomarker testing and targeted therapy in advanced stage non-small cell lung cancer and their application across European countries. THE LANCET REGIONAL HEALTH. EUROPE 2024; 38:100838. [PMID: 38476742 PMCID: PMC10928289 DOI: 10.1016/j.lanepe.2024.100838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 11/16/2023] [Accepted: 01/08/2024] [Indexed: 03/14/2024]
Abstract
In the past two decades, the treatment of metastatic non-small cell lung cancer (NSCLC), has undergone significant changes due to the introduction of targeted therapies and immunotherapy. These advancements have led to the need for predictive molecular tests to identify patients eligible for targeted therapy. This review provides an overview of the development and current application of targeted therapies and predictive biomarker testing in European patients with advanced stage NSCLC. Using data from eleven European countries, we conclude that recommendations for predictive testing are incorporated in national guidelines across Europe, although there are differences in their comprehensiveness. Moreover, the availability of recently EMA-approved targeted therapies varies between European countries. Unfortunately, routine assessment of national/regional molecular testing rates is limited. As a result, it remains uncertain which proportion of patients with metastatic NSCLC in Europe receive adequate predictive biomarker testing. Lastly, Molecular Tumor Boards (MTBs) for discussion of molecular test results are widely implemented, but national guidelines for their composition and functioning are lacking. The establishment of MTB guidelines can provide a framework for interpreting rare or complex mutations, facilitating appropriate treatment decision-making, and ensuring quality control.
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Affiliation(s)
- Vincent D. de Jager
- Department of Pathology and Medical Biology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Wim Timens
- Department of Pathology and Medical Biology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Arnaud Bayle
- Oncostat U1018, Inserm, Paris-Saclay University, Gustave Roussy, Villejuif, France
| | - Johan Botling
- Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy of University of Gothenburg, Gothenburg, Sweden
| | - Luka Brcic
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Graz, Austria
| | - Reinhard Büttner
- Institute of Medical Genetics and Applied Genomics, University of Tuebingen, Tuebingen, Germany
| | | | - Libor Havel
- Charles University and Thomayer Hospital, Prague, Czech Republic
| | - Maximilian J. Hochmair
- Karl Landsteiner Institute of Lung Research and Pulmonary Oncology, Klinik Floridsdorf, Vienna, Austria
- Department of Respiratory and Critical Care Medicine, Klinik Floridsdorf, Vienna Healthcare Group, Vienna, Austria
| | - Paul Hofman
- IHU RespirERA, FHU OncoAge, Nice University Hospital, Côte d’Azur University, Nice, France
| | - Annelies Janssens
- Department of Oncology, University Hospital Antwerp, University of Antwerp, Edegem, Belgium
| | - Mikael Johansson
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Léon van Kempen
- Department of Pathology, University Hospital Antwerp, University of Antwerp, Edegem, Belgium
| | - Izidor Kern
- Laboratory for Cytology and Pathology, University Clinic Golnik, Golnik, Slovenia
| | - Fernando Lopez-Rios
- Hospital Universitario 12 de Octubre, Universidad Complutense de Madrid, Research Institute Hospital 12 de Octubre (i+12), Ciberonc, Madrid, Spain
| | - Margreet Lüchtenborg
- National Disease Registration Service, NHS England, London, United Kingdom
- Centre for Cancer, Society & Public Health, King’s College London, London, United Kingdom
| | - José Carlos Machado
- Institute of Molecular Pathology and Immunology of the University of Porto (IPATIMUP), Porto, Portugal
- Faculty of Medicine of the University of Porto, Institute for Research and Innovation in Health (i3S), Porto, Portugal
| | - Katja Mohorcic
- University Clinic of Respiratory and Allergic Diseases, Golnik, Slovenia
| | - Luis Paz-Ares
- Hospital Universitario 12 de Octubre, Universidad Complutense de Madrid, H12O-CNIO Lung Cancer Clinical Research Unit, Research Institute Hospital 12 de Octubre (i+12)/Spanish National Cancer Research Center (CNIO), Ciberonc, Madrid, Spain
| | - Sanjay Popat
- Lung Unit, Royal Marsden NHS Trust, London, United Kingdom
| | - Aleš Ryška
- The Fingerland Department of Pathology, Charles University Medical Faculty and University Hospital, Czech Republic
| | - Phillipe Taniere
- Department of Histopathology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom
| | - Jürgen Wolf
- Lung Cancer Group Cologne, Department I for Internal Medicine and Center for Integrated Oncology Cologne/Bonn, University Hospital Cologne, Cologne, Germany
| | - Ed Schuuring
- Department of Pathology and Medical Biology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Anthonie J. van der Wekken
- Department of Pulmonary Diseases and Tuberculosis, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
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17
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Zacharias M, Konjic S, Kratochwill N, Absenger G, Terbuch A, Jost PJ, Wurm R, Lindenmann J, Kashofer K, Gollowitsch F, Gorkiewicz G, Brcic L. Expanding Broad Molecular Reflex Testing in Non-Small Cell Lung Cancer to Squamous Histology. Cancers (Basel) 2024; 16:903. [PMID: 38473263 DOI: 10.3390/cancers16050903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Revised: 02/19/2024] [Accepted: 02/21/2024] [Indexed: 03/14/2024] Open
Abstract
Due to the success story of biomarker-driven targeted therapy, most NSCLC guidelines agree that molecular reflex testing should be performed in all cases with non-squamous cell carcinoma (non-SCC). In contrast, testing recommendations for squamous cell carcinoma (SCC) vary considerably, specifically concerning the exclusion of patients of certain age or smoking status from molecular testing strategies. We performed a retrospective single-center study examining the value of molecular reflex testing in an unselected cohort of 316 consecutive lung SCC cases, tested by DNA- and RNA-based next-generation sequencing (NGS) at our academic institution between 2019 and 2023. Clinicopathological data from these cases were obtained from electronic medical records and correlated with sequencing results. In 21/316 (6.6%) cases, we detected an already established molecular target for an approved drug. Among these were seven cases with an EGFR mutation, seven with a KRAS G12C mutation, four with an ALK fusion, two with an EGFR fusion and one with a METex14 skipping event. All patients harboring a targetable alteration were >50 years of age and most of them had >15 pack-years, questioning restrictive molecular testing strategies. Based on our real-world data, we propose a reflex testing workflow using DNA- and RNA-based NGS that includes all newly diagnosed NSCLC cases, irrespective of histology, but also irrespective of age or smoking status.
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Affiliation(s)
- Martin Zacharias
- Diagnostic and Research Institute of Pathology, Medical University of Graz, 8010 Graz, Austria
| | - Selma Konjic
- Diagnostic and Research Institute of Pathology, Medical University of Graz, 8010 Graz, Austria
| | - Nikolaus Kratochwill
- Diagnostic and Research Institute of Pathology, Medical University of Graz, 8010 Graz, Austria
| | - Gudrun Absenger
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, 8010 Graz, Austria
| | - Angelika Terbuch
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, 8010 Graz, Austria
| | - Philipp J Jost
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, 8010 Graz, Austria
| | - Robert Wurm
- Division of Pulmonology, Department of Internal Medicine, Medical University of Graz, 8010 Graz, Austria
| | - Jörg Lindenmann
- Division of Thoracic and Hyperbaric Surgery, Department of Surgery, Medical University of Graz, 8010 Graz, Austria
| | - Karl Kashofer
- Diagnostic and Research Institute of Pathology, Medical University of Graz, 8010 Graz, Austria
| | - Franz Gollowitsch
- Diagnostic and Research Institute of Pathology, Medical University of Graz, 8010 Graz, Austria
| | - Gregor Gorkiewicz
- Diagnostic and Research Institute of Pathology, Medical University of Graz, 8010 Graz, Austria
| | - Luka Brcic
- Diagnostic and Research Institute of Pathology, Medical University of Graz, 8010 Graz, Austria
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18
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Zhu P, Yang W, Wang B, Zeng T, Hu Z, Zhang D, Yang Z, Wang K, Pu J. Systematic analysis of apoptosis-related genes in the prognosis of lung squamous cell carcinoma: a combined single-cell RNA sequencing study. J Thorac Dis 2023; 15:6946-6966. [PMID: 38249925 PMCID: PMC10797354 DOI: 10.21037/jtd-23-1712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 12/15/2023] [Indexed: 01/23/2024]
Abstract
Background Lung squamous cell carcinoma (LUSC) has a poor prognosis and lacks appropriate diagnostic and treatment strategies. Apoptosis dysregulation is associated with tumor occurrence and drug resistance, but the prognostic value of apoptosis-related genes (ARGs) in LUSC remains unclear. Methods Using univariate Cox regression, least absolute shrinkage and selection operator (LASSO) regression, and multivariate Cox regression analysis based on differentially expressed ARGs, we constructed an ARG-related prognostic model for LUSC survival rates. We conducted correlation analysis of prognostic ARGs by incorporating the dataset of normal lung tissue from the Genotype-Tissue Expression (GTEx) database. We then constructed a risk model, and the predictive ability of the model was evaluated using receiver operating characteristic (ROC) curve analysis. Non-small cell lung cancer (NSCLC) single-cell RNA sequencing (scRNA-seq) data were downloaded from the Gene Expression Omnibus (GEO) database. Subsequently, these data were subjected to single-cell analysis. Cell subgroups were determined and annotated by dimensionality reduction clustering, and the cell subgroups in disease development were identified via pseudotemporal analysis with the Monocle 2 algorithm. Results We identified four significantly prognostic ARGs and constructed a stable prognostic risk model. Kaplan-Meier curve analysis showed that the high-risk group had a poorer prognosis (P<0.05). Furthermore, the ROC analysis of 3-, 5- and 7-year survival rates confirmed that the model had good predictive value for patients with LUSC. Single-cell RNA sequencing showed the prognostic ARGS were enriched in epithelial cells, smooth muscle cells, and T cells. Pseudotime analysis was used to infer the differentiation process and time sequence of cells. Conclusions This study identified ARGs that are associated with prognosis in LUSC, and a risk model based on these prognostic genes was constructed that could accurately predict the prognosis of LUSC. Single-cell sequencing analysis provided new insights into the cellular-level development of tumors. These findings provide more guidance for the diagnosis and treatment of patients with LUSC.
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Affiliation(s)
- Peiquan Zhu
- Department of Thoracic Surgery, Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Wenxing Yang
- Department of Thoracic Surgery, Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Biao Wang
- Department of Thoracic Surgery, Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Tao Zeng
- Department of Thoracic Surgery, Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Zhi Hu
- Department of Thoracic Surgery, Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Dengguo Zhang
- Department of Thoracic Surgery, Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Ze Yang
- Department of Thoracic Surgery, Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Kaiqiang Wang
- Department of Thoracic Surgery, Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Jiangtao Pu
- Department of Thoracic Surgery, Affiliated Hospital of Southwest Medical University, Luzhou, China
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19
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Mo Z, Ye M, He H, Huang X, Guo W, Zhao Z, Li Y, Wei S. Influence of Smoking Habits on the Efficacy of EGFR-TKI Therapy in Patients with Advanced NSCLC: A Systematic Review and Meta-Analysis. Clin Med Insights Oncol 2023; 17:11795549231215968. [PMID: 38107371 PMCID: PMC10722912 DOI: 10.1177/11795549231215968] [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: 05/16/2023] [Accepted: 10/24/2023] [Indexed: 12/19/2023] Open
Abstract
Background Epidermal growth factor receptor-tyrosine kinase inhibitors (EGFR-TKIs) are considered as the first-line treatment for advanced EGFR mutation-positive non-small cell lung cancer (NSCLC). We aimed to analyze the efficacy of EGFR-TKIs treatment in patients with advanced NSCLC of different smoking habits. Methods We conducted a search for meta-analyses and systematic reviews on the PubMed, MEDLINE, Embase, and the Cochrane Library to address this knowledge gap. Patients were divided into 2 groups: (1) experimental group: treated with EGFR-TKIs or EGFR-TKIs combined with chemotherapy, immunotherapy, antiangiogenesis, radiotherapy and (2) control group: treated with chemotherapy. Progressive-free survival (PFS) and total survival (OS) were adopted for evaluating the efficacy of EGFR-TKIs between experimental group and control group. Results Eleven studies including 6760 patients were included in the meta-analysis. The results showed that smoking (including previous and current smoking) significantly reduces the PFS and OS in comparison to non-smoking group in the treatment of NSCLC with EGFR-TKIs. In addition, EGFR-TKIs combined with anti-vascular endothelial growth factor therapy can reduce the risk of disease progression in smokers. Conclusions Our study indicated that smoking significantly reduced the PFS and OS in comparison to non-smoking group in the treatment of NSCLC with EGFR-TKIs.
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Affiliation(s)
- Zexun Mo
- Department of Pulmonary and Critical Care Medicine, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - Meifeng Ye
- Department of Pulmonary and Critical Care Medicine, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - Hua He
- Department of Pulmonary and Critical Care Medicine, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - Xiaomei Huang
- Department of Pulmonary and Critical Care Medicine, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - Weihong Guo
- Department of Pulmonary and Critical Care Medicine, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - Ziwen Zhao
- Department of Pulmonary and Critical Care Medicine, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - Yujun Li
- Department of Pulmonary and Critical Care Medicine, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - Shuquan Wei
- Department of Pulmonary and Critical Care Medicine, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, China
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20
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Jansen JP, Ragavan MV, Chen C, Douglas MP, Phillips KA. The Health Inequality Impact of Liquid Biopsy to Inform First-Line Treatment of Advanced Non-Small Cell Lung Cancer: A Distributional Cost-Effectiveness Analysis. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2023; 26:1697-1710. [PMID: 37741446 PMCID: PMC10859998 DOI: 10.1016/j.jval.2023.08.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 07/28/2023] [Accepted: 08/10/2023] [Indexed: 09/25/2023]
Abstract
OBJECTIVES To perform a distributional cost-effectiveness analysis of liquid biopsy (LB) followed by, if needed, tissue biopsy (TB) (LB-first strategy) relative to a TB-only strategy to inform first-line treatment of advanced non-small cell lung cancer (aNSCLC) from a US payer perspective by which we quantify the impact of LB-first on population health inequality according to race and ethnicity. METHODS With a health economic model, quality-adjusted life-years (QALYs) and costs per patient were estimated for each subgroup. Given the lifetime risk of aNSCLC, and assuming equally distributed opportunity costs, the incremental net health benefits of LB-first were calculated, which were used to estimate general population quality-adjusted life expectancy at birth (QALE) by race and ethnicity with and without LB-first. The degree of QALYs and QALE differences with the strategies was expressed with inequality indices. Their differences were defined as the inequality impact of LB-first. RESULTS LB-first resulted in an additional 0.21 (95% uncertainty interval: 0.07-0.39) QALYs among treated patients, with the greatest gain observed among Asian patients (0.31 QALYs [0.09-0.61]). LB-first resulted in an increase in relative inequality in QALYs among patients, but a minor decrease in relative inequality in QALE. CONCLUSIONS LB-first to inform first-line aNSCLC therapy can improve health outcomes. With current diagnostic performance, the benefit is the greatest among Asian patients, thereby potentially widening racial and ethnic differences in survival among patients with aNSCLC. Assuming equally distributed opportunity costs and access, LB-first does not worsen and, in fact, may reduce inequality in general population health according to race and ethnicity.
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Affiliation(s)
- Jeroen P Jansen
- Department of Clinical Pharmacy, UCSF Center for Translational and Policy Research on Precision Medicine (TRANSPERS), San Francisco, CA, USA; UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA; UCSF Philip R. Lee Institute for Health Policy, San Francisco, CA, USA.
| | - Meera V Ragavan
- Division of Hematology and Oncology, UCSF Department of Medicine, San Francisco, CA, USA
| | - Cheng Chen
- Department of Clinical Pharmacy, UCSF Center for Translational and Policy Research on Precision Medicine (TRANSPERS), San Francisco, CA, USA
| | - Michael P Douglas
- Department of Clinical Pharmacy, UCSF Center for Translational and Policy Research on Precision Medicine (TRANSPERS), San Francisco, CA, USA
| | - Kathryn A Phillips
- Department of Clinical Pharmacy, UCSF Center for Translational and Policy Research on Precision Medicine (TRANSPERS), San Francisco, CA, USA; UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA; UCSF Philip R. Lee Institute for Health Policy, San Francisco, CA, USA
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21
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Jiagge E, Jin DX, Newberg JY, Perea-Chamblee T, Pekala KR, Fong C, Waters M, Ma D, Dei-Adomakoh Y, Erb G, Arora KS, Maund SL, Njiraini N, Ntekim A, Kim S, Bai X, Thomas M, van Eeden R, Hegde P, Jee J, Chakravarty D, Schultz N, Berger MF, Frampton GM, Sokol ES, Carrot-Zhang J. Tumor sequencing of African ancestry reveals differences in clinically relevant alterations across common cancers. Cancer Cell 2023; 41:1963-1971.e3. [PMID: 37890492 PMCID: PMC11097212 DOI: 10.1016/j.ccell.2023.10.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 08/02/2023] [Accepted: 10/04/2023] [Indexed: 10/29/2023]
Abstract
Cancer genomes from patients with African (AFR) ancestry have been poorly studied in clinical research. We leverage two large genomic cohorts to investigate the relationship between genomic alterations and AFR ancestry in six common cancers. Cross-cancer type associations, such as an enrichment of MYC amplification with AFR ancestry in lung, breast, and prostate cancers, and depletion of BRAF alterations are observed in colorectal and pancreatic cancers. There are differences in actionable alterations, such as depletion of KRAS G12C and EGFR L858R, and enrichment of ROS1 fusion with AFR ancestry in lung cancers. Interestingly, in lung cancer, KRAS mutations are less common in both smokers and non-smokers with AFR ancestry, whereas the association of TP53 mutations with AFR ancestry is only seen in smokers, suggesting an ancestry-environment interaction that modifies driver rates. Our study highlights the need to increase representation of patients with AFR ancestry in drug development and biomarker discovery.
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Affiliation(s)
- Evelyn Jiagge
- Hematology/Oncology Division, Department of Medicine, Henry Ford Health System, Detroit, MI, USA
| | - Dexter X. Jin
- Cancer Genomics Research, Foundation Medicine, Inc., Cambridge, MA, USA
| | - Justin Y. Newberg
- Cancer Genomics Research, Foundation Medicine, Inc., Cambridge, MA, USA
| | - Tomin Perea-Chamblee
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kelly R. Pekala
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Surgery, Urology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Christopher Fong
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michele Waters
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - David Ma
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Gilles Erb
- Global Product Development Medical Affairs – Oncology, F. Hoffmann-La Roche Ltd, Basel, Switzerland
| | - Kanika S. Arora
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer, New York, NY, USA
| | - Sophia L. Maund
- Computational Sciences, Genentech, Inc., South San Francisco, CA, USA
| | - Njoki Njiraini
- Department of Oncology, Kenyatta University Teaching Research and Referral Hospital, Nairobi, Kenya
| | - Atara Ntekim
- Department of Radiation Oncology, University of Ibadan, Ibadan, Nigeria
| | - Susie Kim
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Xuechun Bai
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Marlene Thomas
- Global Product Development Medical Affairs – Oncology, F. Hoffmann-La Roche Ltd, Basel, Switzerland
| | - Ronwyn van Eeden
- Department of Medical Oncology, Chris Hani Academic Baragwanath Hospital, Johannesburg, South Africa
| | - Priti Hegde
- Cancer Genomics Research, Foundation Medicine, Inc., Cambridge, MA, USA
| | - Justin Jee
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Debyani Chakravarty
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer, New York, NY, USA
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nikolaus Schultz
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Michael F. Berger
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer, New York, NY, USA
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Ethan S. Sokol
- Cancer Genomics Research, Foundation Medicine, Inc., Cambridge, MA, USA
| | - Jian Carrot-Zhang
- Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Clinial Genetics, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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22
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Koga T, Soh J, Hamada A, Miyano Y, Fujino T, Obata K, Ohara S, Nishino M, Chiba M, Shimoji M, Takemoto T, Suda K, Sakai K, Sato H, Mitsudomi T. Clinical Relevance of Patient-Derived Organoid of Surgically Resected Lung Cancer as an In Vitro Model for Biomarker and Drug Testing. JTO Clin Res Rep 2023; 4:100554. [PMID: 37681218 PMCID: PMC10480534 DOI: 10.1016/j.jtocrr.2023.100554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2023] [Revised: 07/01/2023] [Accepted: 07/21/2023] [Indexed: 09/09/2023] Open
Abstract
Introduction Lung tumor organoids (LTOs) have attracted attention as in vitro preclinical models; however, their clinical and experimental applications have not been fully established. Methods We attempted to establish LTOs from resected specimens of patients with lung cancer who underwent lung resection. Clinicopathologic characteristics related to the establishment of LTOs were evaluated. Histologic assessment and genetic analysis were conducted for both LTOs and their parental tumors. Organoid-derived xenografts were generated in immunocompetent mice. Drug sensitivity was assessed using cell proliferation assays. Results We established 53 LTOs from 79 lung cancer samples, including 10 long-term culture models. The establishment rate was significantly lower in squamous cell carcinomas than in other histologic types (48% versus 75%, p = 0.034). Histologic similarities were confirmed among LTOs, the parental tumors, and organoid-derived xenografts. Seven mutations, including two EGFR L858R and one EGFR exon 20 H773delinsYNPY mutations, were detected in both LTO and parental tumors; the other four mutations were detected in either LTO or parental tumors. The extensive culture ability of LTO (passaged >10 times) correlated with poor patient prognosis. LTO9 cells harboring EGFR H773delinsYNPY were sensitive to osimertinib. The parental patient, who had new metastatic lesions, was treated with osimertinib and exhibited a remarkable response. Conclusions The establishment and growth rates of LTOs were associated with the histologic subtype and tumor size. LTOs derived from resected specimens have become preclinical models that can be used to predict drug responses and accelerate the development of treatment strategies for patients with rare mutations.
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Affiliation(s)
- Takamasa Koga
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Junichi Soh
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Akira Hamada
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Yuki Miyano
- Genome Informatics Unit, Institute for Promotion of Medical Science Research, Yamagata University Faculty of Medicine, Yamagata, Japan
| | - Toshio Fujino
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Keiko Obata
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Shuta Ohara
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Masaya Nishino
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Masato Chiba
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Masaki Shimoji
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Toshiki Takemoto
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Kenichi Suda
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Kazuko Sakai
- Department of Genome Biology, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Hidenori Sato
- Genome Informatics Unit, Institute for Promotion of Medical Science Research, Yamagata University Faculty of Medicine, Yamagata, Japan
| | - Tetsuya Mitsudomi
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
- Kindai Hospital Global Research Alliance Center, Kindai University Hospital, Osaka-Sayama, Japan
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23
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Wang P, Sun S, Lam S, Lockwood WW. New insights into the biology and development of lung cancer in never smokers-implications for early detection and treatment. J Transl Med 2023; 21:585. [PMID: 37653450 PMCID: PMC10472682 DOI: 10.1186/s12967-023-04430-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 08/10/2023] [Indexed: 09/02/2023] Open
Abstract
Lung cancer is the leading cause of cancer deaths worldwide. Despite never smokers comprising between 10 and 25% of all cases, lung cancer in never smokers (LCNS) is relatively under characterized from an etiological and biological perspective. The application of multi-omics techniques on large patient cohorts has significantly advanced the current understanding of LCNS tumor biology. By synthesizing the findings of multi-omics studies on LCNS from a clinical perspective, we can directly translate knowledge regarding tumor biology into implications for patient care. Primarily focused on never smokers with lung adenocarcinoma, this review details the predominance of driver mutations, particularly in East Asian patients, as well as the frequency and importance of germline variants in LCNS. The mutational patterns present in LCNS tumors are thoroughly explored, highlighting the high abundance of the APOBEC signature. Moreover, this review recognizes the spectrum of immune profiles present in LCNS tumors and posits how it can be translated to treatment selection. The recurring and novel insights from multi-omics studies on LCNS tumor biology have a wide range of clinical implications. Risk factors such as exposure to outdoor air pollution, second hand smoke, and potentially diet have a genomic imprint in LCNS at varying degrees, and although they do not encompass all LCNS cases, they can be leveraged to stratify risk. Germline variants similarly contribute to a notable proportion of LCNS, which warrants detailed documentation of family history of lung cancer among never smokers and demonstrates value in developing testing for pathogenic variants in never smokers for early detection in the future. Molecular driver subtypes and specific co-mutations and mutational signatures have prognostic value in LCNS and can guide treatment selection. LCNS tumors with no known driver alterations tend to be stem-like and genes contributing to this state may serve as potential therapeutic targets. Overall, the comprehensive findings of multi-omics studies exert a wide influence on clinical management and future research directions in the realm of LCNS.
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Affiliation(s)
- Peiyao Wang
- Department of Integrative Oncology, British Columbia Cancer Research Institute, Vancouver, BC, Canada
- Interdisciplinary Oncology Program, University of British Columbia, Vancouver, BC, Canada
| | - Sophie Sun
- Department of Medical Oncology, British Columbia Cancer Agency Vancouver, Vancouver, BC, Canada
| | - Stephen Lam
- Department of Integrative Oncology, British Columbia Cancer Research Institute, Vancouver, BC, Canada
| | - William W Lockwood
- Department of Integrative Oncology, British Columbia Cancer Research Institute, Vancouver, BC, Canada.
- Interdisciplinary Oncology Program, University of British Columbia, Vancouver, BC, Canada.
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada.
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24
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Sivakumar S, Moore JA, Montesion M, Sharaf R, Lin DI, Colón CI, Fleishmann Z, Ebot EM, Newberg JY, Mills JM, Hegde PS, Pan Q, Dowlati A, Frampton GM, Sage J, Lovly CM. Integrative Analysis of a Large Real-World Cohort of Small Cell Lung Cancer Identifies Distinct Genetic Subtypes and Insights into Histologic Transformation. Cancer Discov 2023; 13:1572-1591. [PMID: 37062002 PMCID: PMC10326603 DOI: 10.1158/2159-8290.cd-22-0620] [Citation(s) in RCA: 26] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 03/08/2023] [Accepted: 04/06/2023] [Indexed: 04/17/2023]
Abstract
Small cell lung cancer (SCLC) is a recalcitrant neuroendocrine carcinoma with dismal survival outcomes. A major barrier in the field has been the relative paucity of human tumors studied. Here we provide an integrated analysis of 3,600 "real-world" SCLC cases. This large cohort allowed us to identify new recurrent alterations and genetic subtypes, including STK11-mutant tumors (1.7%) and TP53/RB1 wild-type tumors (5.5%), as well as rare cases that were human papillomavirus-positive. In our cohort, gene amplifications on 4q12 are associated with increased overall survival, whereas CCNE1 amplification is associated with decreased overall survival. We also identify more frequent alterations in the PTEN pathway in brain metastases. Finally, profiling cases of SCLC containing oncogenic drivers typically associated with NSCLC demonstrates that SCLC transformation may occur across multiple distinct molecular cohorts of NSCLC. These novel and unsuspected genetic features of SCLC may help personalize treatment approaches for this fatal form of cancer. SIGNIFICANCE Minimal changes in therapy and survival outcomes have occurred in SCLC for the past four decades. The identification of new genetic subtypes and novel recurrent mutations as well as an improved understanding of the mechanisms of transformation to SCLC from NSCLC may guide the development of personalized therapies for subsets of patients with SCLC. This article is highlighted in the In This Issue feature, p. 1501.
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Affiliation(s)
| | - Jay A Moore
- Foundation Medicine, Inc., Cambridge, Massachusetts
| | | | - Radwa Sharaf
- Foundation Medicine, Inc., Cambridge, Massachusetts
| | | | - Caterina I Colón
- Departments of Pediatrics and Genetics, Stanford University, Stanford, California
| | | | | | | | | | | | - Quintin Pan
- University Hospitals Seidman Cancer Center and Case Western Reserve University, Cleveland, Ohio
| | - Afshin Dowlati
- University Hospitals Seidman Cancer Center and Case Western Reserve University, Cleveland, Ohio
| | | | - Julien Sage
- Departments of Pediatrics and Genetics, Stanford University, Stanford, California
| | - Christine M Lovly
- Division of Hematology-Oncology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, Tennessee
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25
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Salucci S, Aramini B, Bartoletti-Stella A, Versari I, Martinelli G, Blalock W, Stella F, Faenza I. Phospholipase Family Enzymes in Lung Cancer: Looking for Novel Therapeutic Approaches. Cancers (Basel) 2023; 15:3245. [PMID: 37370855 DOI: 10.3390/cancers15123245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 06/07/2023] [Accepted: 06/13/2023] [Indexed: 06/29/2023] Open
Abstract
Lung cancer (LC) is the second most common neoplasm in men and the third most common in women. In the last decade, LC therapies have undergone significant improvements with the advent of immunotherapy. However, the effectiveness of the available treatments remains insufficient due to the presence of therapy-resistant cancer cells. For decades, chemotherapy and radiotherapy have dominated the treatment strategy for LC; however, relapses occur rapidly and result in poor survival. Malignant lung tumors are classified as either small- or non-small-cell lung carcinoma (SCLC and NSCLC). Despite improvements in the treatment of LC in recent decades, the benefits of surgery, radiotherapy, and chemotherapy are limited, although they have improved the prognosis of LC despite the persistent low survival rate due to distant metastasis in the late stage. The identification of novel prognostic molecular markers is crucial to understand the underlying mechanisms of LC initiation and progression. The potential role of phosphatidylinositol in tumor growth and the metastatic process has recently been suggested by some researchers. Phosphatidylinositols are lipid molecules and key players in the inositol signaling pathway that have a pivotal role in cell cycle regulation, proliferation, differentiation, membrane trafficking, and gene expression. In this review, we discuss the current understanding of phosphoinositide-specific phospholipase enzymes and their emerging roles in LC.
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Affiliation(s)
- Sara Salucci
- Department of Biomedical and NeuroMotor Sciences (DIBINEM), University of Bologna, 40126 Bologna, Italy
| | - Beatrice Aramini
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126 Bologna, Italy
| | - Anna Bartoletti-Stella
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126 Bologna, Italy
| | - Ilaria Versari
- Department of Biomedical and NeuroMotor Sciences (DIBINEM), University of Bologna, 40126 Bologna, Italy
| | - Giovanni Martinelli
- Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, 47014 Meldola, Italy
| | - William Blalock
- "Luigi Luca Cavalli-Sforza'' Istituto di Genetica Molecolare, Consiglio Nazionale delle Ricerca (IGM-CNR), 40136 Bologna, Italy
- IRCCS, Istituto Ortopedico Rizzoli, 40136 Bologna, Italy
| | - Franco Stella
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, 40126 Bologna, Italy
| | - Irene Faenza
- Department of Biomedical and NeuroMotor Sciences (DIBINEM), University of Bologna, 40126 Bologna, Italy
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Allegra A, Caserta S, Genovese S, Pioggia G, Gangemi S. Gender Differences in Oxidative Stress in Relation to Cancer Susceptibility and Survival. Antioxidants (Basel) 2023; 12:1255. [PMID: 37371985 DOI: 10.3390/antiox12061255] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 06/08/2023] [Accepted: 06/10/2023] [Indexed: 06/29/2023] Open
Abstract
Genetic, developmental, biochemical, and environmental variables interact intricately to produce sex differences. The significance of sex differences in cancer susceptibility is being clarified by numerous studies. Epidemiological research and cancer registries have revealed over the past few years that there are definite sex variations in cancer incidence, progression, and survival. However, oxidative stress and mitochondrial dysfunction also have a significant impact on the response to treatment of neoplastic diseases. Young women may be more protected from cancer than men because most of the proteins implicated in the regulation of redox state and mitochondrial function are under the control of sexual hormones. In this review, we describe how sexual hormones control the activity of antioxidant enzymes and mitochondria, as well as how they affect several neoplastic diseases. The molecular pathways that underlie the gender-related discrepancies in cancer that have been identified may be better understood, which may lead to more effective precision medicine and vital information on treatment options for both males and females with neoplastic illnesses.
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Affiliation(s)
- Alessandro Allegra
- Division of Hematology, Department of Human Pathology in Adulthood and Childhood 'Gaetano Barresi', University of Messina, 98125 Messina, Italy
| | - Santino Caserta
- Division of Hematology, Department of Human Pathology in Adulthood and Childhood 'Gaetano Barresi', University of Messina, 98125 Messina, Italy
| | - Sara Genovese
- Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy (CNR), 98164 Messina, Italy
| | - Giovanni Pioggia
- Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy (CNR), 98164 Messina, Italy
| | - Sebastiano Gangemi
- Allergy and Clinical Immunology Unit, Department of Clinical and Experimental Medicine, University of Messina, 98100 Messina, Italy
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Forder A, Zhuang R, Souza VGP, Brockley LJ, Pewarchuk ME, Telkar N, Stewart GL, Benard K, Marshall EA, Reis PP, Lam WL. Mechanisms Contributing to the Comorbidity of COPD and Lung Cancer. Int J Mol Sci 2023; 24:ijms24032859. [PMID: 36769181 PMCID: PMC9918127 DOI: 10.3390/ijms24032859] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 01/18/2023] [Accepted: 01/22/2023] [Indexed: 02/05/2023] Open
Abstract
Lung cancer and chronic obstructive pulmonary disease (COPD) often co-occur, and individuals with COPD are at a higher risk of developing lung cancer. While the underlying mechanism for this risk is not well understood, its major contributing factors have been proposed to include genomic, immune, and microenvironment dysregulation. Here, we review the evidence and significant studies that explore the mechanisms underlying the heightened lung cancer risk in people with COPD. Genetic and epigenetic changes, as well as the aberrant expression of non-coding RNAs, predispose the lung epithelium to carcinogenesis by altering the expression of cancer- and immune-related genes. Oxidative stress generated by tobacco smoking plays a role in reducing genomic integrity, promoting epithelial-mesenchymal-transition, and generating a chronic inflammatory environment. This leads to abnormal immune responses that promote cancer development, though not all smokers develop lung cancer. Sex differences in the metabolism of tobacco smoke predispose females to developing COPD and accumulating damage from oxidative stress that poses a risk for the development of lung cancer. Dysregulation of the lung microenvironment and microbiome contributes to chronic inflammation, which is observed in COPD and known to facilitate cancer initiation in various tumor types. Further, there is a need to better characterize and identify the proportion of individuals with COPD who are at a high risk for developing lung cancer. We evaluate possible novel and individualized screening strategies, including biomarkers identified in genetic studies and exhaled breath condensate analysis. We also discuss the use of corticosteroids and statins as chemopreventive agents to prevent lung cancer. It is crucial that we optimize the current methods for the early detection and management of lung cancer and COPD in order to improve the health outcomes for a large affected population.
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Affiliation(s)
- Aisling Forder
- British Columbia Cancer Research Institute, Vancouver, BC V5Z 1L3, Canada
- Faculty of Medicine, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
| | - Rebecca Zhuang
- British Columbia Cancer Research Institute, Vancouver, BC V5Z 1L3, Canada
- Faculty of Medicine, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
| | - Vanessa G P Souza
- British Columbia Cancer Research Institute, Vancouver, BC V5Z 1L3, Canada
- Molecular Oncology Laboratory, Experimental Research Unit, School of Medicine, São Paulo State University (UNESP), Botucatu 18618-687, SP, Brazil
| | - Liam J Brockley
- British Columbia Cancer Research Institute, Vancouver, BC V5Z 1L3, Canada
- Faculty of Medicine, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
| | - Michelle E Pewarchuk
- British Columbia Cancer Research Institute, Vancouver, BC V5Z 1L3, Canada
- Faculty of Medicine, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
| | - Nikita Telkar
- British Columbia Cancer Research Institute, Vancouver, BC V5Z 1L3, Canada
- Faculty of Medicine, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, BC V6H 3N1, Canada
- British Columbia Children's Hospital Research Institute, Vancouver, BC V5Z 4H4, Canada
| | - Greg L Stewart
- British Columbia Cancer Research Institute, Vancouver, BC V5Z 1L3, Canada
- Faculty of Medicine, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
| | - Katya Benard
- British Columbia Cancer Research Institute, Vancouver, BC V5Z 1L3, Canada
| | - Erin A Marshall
- British Columbia Cancer Research Institute, Vancouver, BC V5Z 1L3, Canada
- Faculty of Medicine, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
| | - Patricia P Reis
- Molecular Oncology Laboratory, Experimental Research Unit, School of Medicine, São Paulo State University (UNESP), Botucatu 18618-687, SP, Brazil
| | - Wan L Lam
- British Columbia Cancer Research Institute, Vancouver, BC V5Z 1L3, Canada
- Faculty of Medicine, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
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James BA, Williams JL, Nemesure B. A systematic review of genetic ancestry as a risk factor for incidence of non-small cell lung cancer in the US. Front Genet 2023; 14:1141058. [PMID: 37082203 PMCID: PMC10110850 DOI: 10.3389/fgene.2023.1141058] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 03/14/2023] [Indexed: 04/22/2023] Open
Abstract
Background: Non-Small Cell Lung Cancer (NSCLC), the leading cause of cancer-related death in the United States, is the most diagnosed form of lung cancer. While lung cancer incidence has steadily declined over the last decade, disparities in incidence and mortality rates persist among African American (AA), Caucasian American (CA), and Hispanic American (HA) populations. Researchers continue to explore how genetic ancestry may influence differential outcomes in lung cancer risk and development. The purpose of this evaluation is to highlight experimental research that investigates the differential impact of genetic mutations and ancestry on NSCLC incidence. Methods: This systematic review was conducted using PubMed and Google Scholar search engines. The following key search terms were used to select articles published between 2011 and 2022: "African/European/Latin American Ancestry NSCLC"; "Racial Disparities NSCLC"; "Genetic Mutations NSCLC"; "NSCLC Biomarkers"; "African Americans/Hispanic Americans/Caucasian Americans NSCLC incidence." Systematic reviews, meta-analyses, and studies outside of the US were excluded. A total of 195 articles were initially identified and after excluding 156 which did not meet eligibility criteria, 38 were included in this investigation. Results: Studies included in this analysis focused on racial/ethnic disparities in the following common genetic mutations observed in NSCLC: KRAS, EGFR, TP53, PIK3CA, ALK Translocations, ROS-1 Rearrangements, STK11, MET, and BRAF. Results across studies varied with respect to absolute differential expression. No significant differences in frequencies of specific genetic mutational profiles were noted between racial/ethnic groups. However, for HAs, lower mutational frequencies in KRAS and STK11 genes were observed. In genetic ancestry level analyses, multiple studies suggest that African ancestry is associated with a higher frequency of EGFR mutations. Conversely, Latin ancestry is associated with TP53 mutations. At the genomic level, several novel predisposing variants associated with African ancestry and increased risk of NSCLC were discovered. Family history among all racial/ethnic groups was also considered a risk factor for NSCLC. Conclusion: Results from racially and ethnically diverse studies can elucidate driving factors that may increase susceptibility and subsequent lung cancer risk across different racial/ethnic groups. Identification of biomarkers that can be used as diagnostic, prognostic, and therapeutic tools may help improve lung cancer survival among high-risk populations.
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29
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Bubendorf L, Zoche M, Dafni U, Rüschoff JH, Prince SS, Marti N, Stavrou A, Kammler R, Finn SP, Moch H, Peters S, Stahel RA. Prognostic impact of tumour mutational burden in resected stage I and II lung adenocarcinomas from a European Thoracic Oncology Platform Lungscape cohort. Lung Cancer 2022; 174:27-35. [PMID: 36283211 DOI: 10.1016/j.lungcan.2022.09.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 09/20/2022] [Accepted: 09/28/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND The primary objective of this study is to evaluate tumor mutational burden (TMB), its associations with selected clinicopathological and molecular characteristics as well as its clinical significance, in a retrospective cohort of surgically resected stage I-II lung adenocarcinomas, subset of the ETOP Lungscape cohort. METHODS TMB was evaluated on tumor DNA extracted from resected primary lung adenocarcinomas, based on FoundationOne®CDx (F1CDx) genomic profiling, centrally performed at the University Hospital Zurich. The F1CDx test sequences the complete exons of 324 cancer-related genes and detects substitutions, insertions and deletions (indels), copy number alterations and gene rearrangements. In addition, the genomic biomarkers TMB and microsatellite instability (MSI) are analyzed. RESULTS In the Lungscape cohort, TMB was assessed in 78 surgically resected lung adenocarcinomas from two Swiss centers (62 % males, 55 %/45 % stage I/II). Median TMB was 7.6 Muts/Mb, with TMB high (≥10 Muts/Mb) in 40 % of cases (95 %CI:29 %-52 %). The most frequently mutated genes were TP53/KRAS/EGFR/MLL2 detected in 58 %/38 %/33 %/30 % of samples, respectively. TMB was significantly higher among males (TMB high: 50 % vs 23 % in females, p = 0.032), as well as among current/former smokers (TMB high: 44 % vs 8 % in never smokers, p = 0.023). Furthermore, TMB was significantly higher in TP53 mutated than in non-mutated patients (TMB high: 60 % vs 12 %, p < 0.001), while it was higher in EGFR non-mutated patients compared to EGFR mutated (TMB high: 48 % vs 23 %, p = 0.049). At a median follow-up time of 56.1 months (IQR:38.8-72.0), none of the three outcome variables (OS, RFS, TTR) differed significantly by TMB status (all p-values > 5 %). This was also true when adjusting for clinicopathological characteristics. CONCLUSIONS While presence of TP53 mutations and absence of EGFR mutations are associated with high TMB, increased TMB had no significant prognostic impact in patients with resected stage I/II lung adenocarcinoma beyond T and N classification, in both unadjusted and adjusted analyses.
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Affiliation(s)
- Lukas Bubendorf
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
| | - Martin Zoche
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Urania Dafni
- ETOP IBCSG Partners Foundation Statistical Center, Frontier Science Foundation-Hellas & National and Kapodistrian University of Athens, Athens, Greece
| | - Jan Hendrik Rüschoff
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Spasenija Savic Prince
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
| | - Nesa Marti
- Translational Research Coordination, ETOP IBCSG Partners Foundation, Coordinating Center Bern, Switzerland
| | - Androniki Stavrou
- ETOP IBCSG Partners Foundation Statistical Center, Frontier Science Foundation-Hellas, Athens, Greece
| | - Roswitha Kammler
- Translational Research Coordination, ETOP IBCSG Partners Foundation, Coordinating Center Bern, Switzerland
| | - Stephen P Finn
- Cancer Molecular Diagnostics and Histopathology, St. James's Hospital and Trinity College Dublin, Ireland
| | - Holger Moch
- Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland
| | - Solange Peters
- Department of Oncology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland
| | - Rolf A Stahel
- ETOP IBCSG Partners Foundation, Coordinating Center, Bern, Switzerland.
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30
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Zhang X, Li W, Liu Y, Xu L, Wang X, Feng X. Value of plasma vitamin D level and nomogram model for predicting the prognosis of patients with small cell lung cancer treated with platinum plus etoposide as first-line chemotherapy. Am J Transl Res 2022; 14:7771-7781. [PMID: 36505322 PMCID: PMC9730104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 10/26/2022] [Indexed: 12/15/2022]
Abstract
BACKGROUND To assess the value of plasma vitamin D level and nomogram model in predicting the prognosis of patients with small cell lung cancer (SCLC) treated with platinum plus etoposide (PPE) as first-line chemotherapy. METHODS In this retrospective study, we included 178 patients with SCLC. The data of 25(OH)D level, basic clinical information, overall survival (OS) and progression-free survival (PFS) were collected. Moreover, a nomogram was constructed to predict the prognosis of the patients. RESULTS The median OS value for patients with 25(OH)D < 10 ng/mL was 12.5 months. The median PFS value was 6.6 months. Sex, smoking status, clinical stage, and plasma vitamin D were independent prognostic predictors. Besides, the decision curve analysis and receiver operating characteristic curve indicated that the nomogram prediction models showed positive clinical benefit. CONCLUSIONS The plasma vitamin D level is of great significance in prognosis of patients with SCLC. The construction of nomograms is beneficial in predicting the prognosis of patients with SCLC treated with PPE.
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Affiliation(s)
- Xiaochang Zhang
- Department of Hematology and Oncology, Taizhou Central Hospital (Taizhou University Hospital)Taizhou 318000, Zhejiang, P. R. China
| | - Wei Li
- Cancer and Stem Cell Center, First Affiliated Hospital, Jilin UniversityChangchun 130061, Jilin, P. R. China
| | - Yonghua Liu
- Department of Hematology, Lishui People’s HospitalLishui 323000, Zhejiang, P. R. China
| | - Linglong Xu
- Department of Hematology and Oncology, Taizhou Central Hospital (Taizhou University Hospital)Taizhou 318000, Zhejiang, P. R. China
| | - Xu Wang
- Cancer and Stem Cell Center, First Affiliated Hospital, Jilin UniversityChangchun 130061, Jilin, P. R. China
| | - Xiaoning Feng
- Department of Hematology, Lishui People’s HospitalLishui 323000, Zhejiang, P. R. China
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31
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Cui Y, Wang X, Zhang L, Liu W, Ning J, Gu R, Cui Y, Cai L, Xing Y. A novel epithelial-mesenchymal transition (EMT)-related gene signature of predictive value for the survival outcomes in lung adenocarcinoma. Front Oncol 2022; 12:974614. [PMID: 36185284 PMCID: PMC9521574 DOI: 10.3389/fonc.2022.974614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 08/30/2022] [Indexed: 11/24/2022] Open
Abstract
Lung adenocarcinoma (LUAD) is a remarkably heterogeneous and aggressive disease with dismal prognosis of patients. The identification of promising prognostic biomarkers might enable effective diagnosis and treatment of LUAD. Aberrant activation of epithelial-mesenchymal transition (EMT) is required for LUAD initiation, progression and metastasis. With the purpose of identifying a robust EMT-related gene signature (E-signature) to monitor the survival outcomes of LUAD patients. In The Cancer Genome Atlas (TCGA) database, least absolute shrinkage and selection operator (LASSO) analysis and cox regression analysis were conducted to acquire prognostic and EMT-related genes. A 4 EMT-related and prognostic gene signature, comprising dickkopf-like protein 1 (DKK1), lysyl oxidase-like 2 (LOXL2), matrix Gla protein (MGP) and slit guidance ligand 3 (SLIT3), was identified. By the usage of datum derived from TCGA database and Western blotting analysis, compared with adjacent tissue samples, DKK1 and LOXL2 protein expression in LUAD tissue samples were significantly higher, whereas the trend of MGP and SLIT3 expression were opposite. Concurrent with upregulation of epithelial markers and downregulation of mesenchymal markers, knockdown of DKK1 and LOXL2 impeded the migration and invasion of LUAD cells. Simultaneously, MGP and SLIT3 silencing promoted metastasis and induce EMT of LUAD cells. In the TCGA-LUAD set, receiver operating characteristic (ROC) analysis indicated that our risk model based on the identified E-signature was superior to those reported in literatures. Additionally, the E-signature carried robust prognostic significance. The validity of prediction in the E-signature was validated by the three independent datasets obtained from Gene Expression Omnibus (GEO) database. The probabilistic nomogram including the E-signature, pathological T stage and N stage was constructed and the nomogram demonstrated satisfactory discrimination and calibration. In LUAD patients, the E-signature risk score was associated with T stage, N stage, M stage and TNM stage. GSEA (gene set enrichment analysis) analysis indicated that the E-signature might be linked to the pathways including GLYCOLYSIS, MYC TARGETS, DNA REPAIR and so on. In conclusion, our study explored an innovative EMT based prognostic signature that might serve as a potential target for personalized and precision medicine.
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Affiliation(s)
- Yimeng Cui
- The Fourth Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Xin Wang
- The Fourth Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Lei Zhang
- The Fourth Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Wei Liu
- The Fourth Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Jinfeng Ning
- Department of Thoracic Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Ruixue Gu
- The Fourth Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Yaowen Cui
- The Fourth Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Li Cai
- The Fourth Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
- *Correspondence: Ying Xing, ; Li Cai,
| | - Ying Xing
- The Fourth Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
- *Correspondence: Ying Xing, ; Li Cai,
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