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Jin H, Liu C, Liu X, Wang H, Zhang Y, Liu Y, Li J, Yu Z, Liu HX. Huaier suppresses cisplatin resistance in non-small cell lung cancer by inhibiting the JNK/JUN/IL-8 signaling pathway. JOURNAL OF ETHNOPHARMACOLOGY 2024; 319:117270. [PMID: 37832810 DOI: 10.1016/j.jep.2023.117270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 08/15/2023] [Accepted: 10/02/2023] [Indexed: 10/15/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Huaier (Trametes robiniophila Murr), a traditional Chinese medicinal fungus, possesses potent anticancer efficacy and has been used as an adjuvant medication for liver, breast, gastric, intestinal, and non-small cell lung cancer (NSCLC). However, the potential regulatory functions and underlying molecular mechanisms of Huaier in cisplatin resistance of NSCLC remain unknown. AIM To evaluate the potential regulatory functions and underlying molecular mechanisms of Huaier in cisplatin resistance of NSCLC. MATERIALS AND METHODS In vitro and in vivo experiments were employed to evaluate the regulatory functions of Huaier in cisplatin-resistant NSCLC cells. Transcriptome sequencing and validation analyses was undertaken to identify the downstream targets of Huaier. Network pharmacology, ultra-performance liquid chromatography-mass spectroscopy, and in vitro and in vivo experiments were performed to identify key small molecule drug candidates in Huaier and the regulatory mechanisms these employ to suppress cisplatin resistance in NSCLC. RESULTS Huaier suppressed cisplatin resistance and cancer cell stemness in cisplatin-resistant NSCLC cells, both in vitro and in vivo. Mechanistically, Huaier could suppress expression of interleuken-8 (IL-8) through inhibition of nuclear factor kappa-light-chain-enhancer of activated B cells (NF-κB) and activator protein-1 (AP-1), two key transcription factors responsible for the activation of IL-8 transcription. Kaempferol was identified as one of the key small molecule compounds in Huaier that could suppress cisplatin resistance by inhibiting the phosphorylation and nuclear translocation of proto-oncogene c-Jun (JUN) by binding and inhibiting the kinase activity of c-Jun N-terminal protein kinase (JNK). CONCLUSIONS Huaier suppressed cisplatin resistance of NSCLC cells by inhibiting the JNK/JUN/IL-8 signaling pathway.
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Affiliation(s)
- Haoyi Jin
- Department of Thoracic Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang, 110042, Liaoning, China.
| | - Changhao Liu
- Department of Thoracic Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang, 110042, Liaoning, China.
| | - Xi Liu
- Department of Urology, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang, 110042, Liaoning, China.
| | - Huan Wang
- Department of Thoracic Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang, 110042, Liaoning, China.
| | - Yi Zhang
- Department of Thoracic Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang, 110042, Liaoning, China.
| | - Yu Liu
- Department of Thoracic Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang, 110042, Liaoning, China.
| | - Jijia Li
- Department of Thoracic Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang, 110042, Liaoning, China.
| | - Zhanwu Yu
- Department of Thoracic Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang, 110042, Liaoning, China.
| | - Hong-Xu Liu
- Department of Thoracic Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang, 110042, Liaoning, China.
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2
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Li X, Wang X, Wang S, Liu Y, Wang R, Liu Y, Huang L, Feng Y, Xie X, Shi L. Thyroid dysfunction induced by immune checkpoint inhibitors and tumor progression during neoadjuvant therapy of non‑small cell lung cancer: A case report and literature review. Oncol Lett 2023; 26:496. [PMID: 37854868 PMCID: PMC10580010 DOI: 10.3892/ol.2023.14083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 03/09/2023] [Indexed: 10/20/2023] Open
Abstract
Immune checkpoint inhibitors (ICIs) have a demonstrable treatment response in patients with resectable non-small cell lung cancer (NSCLC). However, immune-related adverse events and tumor progression in patients administered ICIs are of great concern. The present case study is of a 59-year-old male with NSCLC (squamous, stage IIIA) who received neoadjuvant immunotherapy combined with chemotherapy before surgery. The patient first developed hyperthyroidism and then hypothyroidism, indicating that ICI-related thyroid dysfunction had occurred. Furthermore, the patient suffered from tumor progression and could not undergo resection. The present case called attention to the prevention and management of irAEs, and the precaution that should be taken with regard to tumor progression. The case also suggested that the development of ICI-related thyroid dysfunction may not predict an improved response to ICI therapies, which needs further evidence to illustrate.
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Affiliation(s)
- Xinyi Li
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, P.R. China
| | - Xun Wang
- Department of Thoracic Surgery, Peking University People's Hospital, Beijing 100044, P.R. China
| | - Shaodong Wang
- Department of Thoracic Surgery, Peking University People's Hospital, Beijing 100044, P.R. China
| | - Yanguo Liu
- Department of Thoracic Surgery, Peking University People's Hospital, Beijing 100044, P.R. China
| | - Ruilin Wang
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, P.R. China
| | - Yi Liu
- Department of Pharmacy, Peking University People's Hospital, Beijing 100044, P.R. China
| | - Lin Huang
- Department of Pharmacy, Peking University People's Hospital, Beijing 100044, P.R. China
| | - Yufei Feng
- Department of Pharmacy, Peking University People's Hospital, Beijing 100044, P.R. China
| | - Xiaohui Xie
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, P.R. China
| | - Luwen Shi
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing 100191, P.R. China
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3
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Attieh F, Chartouni A, Boutros M, Mouawad A, Kourie HR. Tackling the immunotherapy conundrum: advances and challenges for operable non-small-cell lung cancer treatment. Immunotherapy 2023; 15:1415-1428. [PMID: 37671552 DOI: 10.2217/imt-2023-0128] [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] [Indexed: 09/07/2023] Open
Abstract
Lung cancer is the most common cause of cancer-related deaths worldwide. Non-small-cell lung cancer (NSCLC) represents the majority of lung cancer cases, and its standard treatment is primarily surgery. Nonetheless, this type of cancer exhibits an important rate of tumor recurrence. Immune checkpoint inhibitors (ICIs) have demonstrated significant survival benefits in many cancers, especially in early-stage NSCLC. This review considers the latest CheckMate816, IMpower010 and KEYNOTE-091 trials that led to US FDA approvals. The new wave of resectable NSCLC trial results are also summarized. Finally, the latest challenges for these treatment modalities, such as the choice between neoadjuvant and adjuvant use, the accurate identification of biomarkers and the presence of driver mutations such as EGFR, are discussed.
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Affiliation(s)
- Fouad Attieh
- Faculty of Medicine, Saint Joseph University of Beirut, Beirut, 11072180, Lebanon
| | - Antoine Chartouni
- Faculty of Medicine, Saint Joseph University of Beirut, Beirut, 11072180, Lebanon
| | - Marc Boutros
- Faculty of Medicine, Saint Joseph University of Beirut, Beirut, 11072180, Lebanon
| | - Antoine Mouawad
- Faculty of Medicine, Saint Joseph University of Beirut, Beirut, 11072180, Lebanon
| | - Hampig Raphaël Kourie
- Department of Hematology-Oncology, Faculty of Medicine, Saint Joseph University of Beirut, Beirut, 11072180, Lebanon
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4
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Hirama N, Yamamoto M, Nagaoka S, Segawa W, Sugimoto C, Nagayama H, Hiro S, Kajita Y, Maeda C, Kubo S, Seki K, Nagahara Y, Teranishi S, Tashiro K, Hara Y, Kobayashi N, Watanabe S, Kudo M, Kaneko T. Predictors of lung injury during durvalumab maintenance therapy following concurrent chemoradiotherapy in unresectable locally advanced non-small cell lung carcinoma. Thorac Cancer 2023; 14:2601-2607. [PMID: 37533115 PMCID: PMC10481134 DOI: 10.1111/1759-7714.15042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 07/06/2023] [Indexed: 08/04/2023] Open
Abstract
BACKGROUND Based on the results of the PACIFIC trial, maintenance with durvalumab has emerged as the standard treatment following concurrent chemoradiotherapy in patients with unresectable locally advanced non-small cell lung carcinoma (NSCLC). However, adverse events attributed to durvalumab, especially lung injuries, including immune-related adverse events, and radiation pneumonitis, are concerning. This study retrospectively investigated the factors related to lung injury in patients receiving the PACIFIC regimen. METHODS Patients with unresectable locally advanced NSCLC who received durvalumab maintenance therapy following concurrent chemoradiotherapy at Yokohama City University Medical Centre between July 2018 and March 2022 were included. Clinical data, volume of normal lung receiving 20 or 5 Gy or more (V20 or V5), planning target volume (PTV), and relative lung parenchyma volume in emphysematous lung receiving 20 or 5 Gy or more (RLPV20 or 5; V20 or V5/100-percentage of low-attenuation volume) were evaluated. RESULTS Performance status (PS), V20, V5, PTV, RLPV20, and RLPV5 were significantly higher in the lung injury group in the univariate analysis. Furthermore, RLPV20 was the most significant factor in the lung injury group in the multivariate analysis comprising PS, PTV, V20, and RLPV20. CONCLUSION RLPV20 and RLPV5 are useful in estimating lung inflammation. RLPV20 could be considered the most reliable risk factor for maintenance therapy with durvalumab following concurrent chemoradiotherapy in patients with unresectable locally advanced NSCLC.
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Affiliation(s)
- Nobuyuki Hirama
- Respiratory Disease CenterYokohama City University Medical CenterYokohamaJapan
| | - Masaki Yamamoto
- Respiratory Disease CenterYokohama City University Medical CenterYokohamaJapan
| | - Satoshi Nagaoka
- Respiratory Disease CenterYokohama City University Medical CenterYokohamaJapan
| | - Wataru Segawa
- Respiratory Disease CenterYokohama City University Medical CenterYokohamaJapan
| | - Chihiro Sugimoto
- Respiratory Disease CenterYokohama City University Medical CenterYokohamaJapan
| | - Hirokazu Nagayama
- Respiratory Disease CenterYokohama City University Medical CenterYokohamaJapan
| | - Shuntaro Hiro
- Respiratory Disease CenterYokohama City University Medical CenterYokohamaJapan
| | - Yukihito Kajita
- Respiratory Disease CenterYokohama City University Medical CenterYokohamaJapan
| | - Chihiro Maeda
- Respiratory Disease CenterYokohama City University Medical CenterYokohamaJapan
| | - Sousuke Kubo
- Respiratory Disease CenterYokohama City University Medical CenterYokohamaJapan
| | - Kenichi Seki
- Respiratory Disease CenterYokohama City University Medical CenterYokohamaJapan
| | - Yoshinori Nagahara
- Respiratory Disease CenterYokohama City University Medical CenterYokohamaJapan
| | - Shuhei Teranishi
- Respiratory Disease CenterYokohama City University Medical CenterYokohamaJapan
| | - Ken Tashiro
- Respiratory Disease CenterYokohama City University Medical CenterYokohamaJapan
| | - Yu Hara
- Department of PulmonologyYokohama City University Graduate School of MedicineYokohamaJapan
| | - Nobuaki Kobayashi
- Department of PulmonologyYokohama City University Graduate School of MedicineYokohamaJapan
| | | | - Makoto Kudo
- Respiratory Disease CenterYokohama City University Medical CenterYokohamaJapan
| | - Takeshi Kaneko
- Department of PulmonologyYokohama City University Graduate School of MedicineYokohamaJapan
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5
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Kluger H, Barrett JC, Gainor JF, Hamid O, Hurwitz M, LaVallee T, Moss RA, Zappasodi R, Sullivan RJ, Tawbi H, Sharon E. Society for Immunotherapy of Cancer (SITC) consensus definitions for resistance to combinations of immune checkpoint inhibitors. J Immunother Cancer 2023; 11:jitc-2022-005921. [PMID: 36918224 PMCID: PMC10016305 DOI: 10.1136/jitc-2022-005921] [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] [Subscribe] [Scholar Register] [Accepted: 01/17/2023] [Indexed: 03/16/2023] Open
Abstract
Immunotherapy is the standard of care for several cancers and the field continues to advance at a rapid pace, with novel combinations leading to indications in an increasing number of disease settings. Durable responses and long-term survival with immunotherapy have been demonstrated in some patients, though lack of initial benefit and recurrence after extended disease control remain major hurdles for the field. Many new combination regimens are in development for patients whose disease progressed on initial immunotherapy. To guide clinical trial design and support analyses of emerging molecular and cellular data surrounding mechanisms of resistance, the Society for Immunotherapy of Cancer (SITC) previously generated consensus clinical definitions for resistance to single-agent anti-PD-1 immune checkpoint inhibitors (ICIs) in three distinct scenarios: primary resistance, secondary resistance, and progression after treatment discontinuation. An unmet need still exists, however, for definitions of resistance to ICI-based combinations, which represent an expanding frontier in the immunotherapy treatment landscape. In 2021, SITC convened a workshop including stakeholders from academia, industry, and government to develop consensus definitions for resistance to ICI-based combination regimens for improved outcome assessment, trial design and drug development. This manuscript reports the minimum drug exposure requirements and time frame for progression that define resistance in both the metastatic setting and the perioperative setting, as well as key caveats and areas for future research with ICI/ICI combinations. Definitions for resistance to ICIs in combination with chemotherapy and targeted therapy will be published in companion volumes to this paper.
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Affiliation(s)
| | - J Carl Barrett
- Translational Medical Oncology, AstraZeneca, Boston, Massachusetts, USA
| | | | - Omid Hamid
- The Angeles Clinic and Research Institute, a Cedars-Sinai Affiliate, Los Angeles, California, USA
| | | | | | | | - Roberta Zappasodi
- Division of Hematology & Medical Oncology, Department of Medicine, Weill Cornell Medicine, New York, New York, USA
- Immunology and Microbial Pathogenesis Program, Weill Cornell Graduate School of Medical Sciences, New York, New York, USA
- Parker Institute for Cancer Immunotherapy, San Francisco, California, USA
| | | | - Hussein Tawbi
- University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Elad Sharon
- National Cancer Institute, Bethesda, Maryland, USA
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6
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Blakely CM, Weder W, Bubendorf L, He J, Majem M, Shyr Y, Chaft JE. Primary endpoints to assess the efficacy of novel therapeutic approaches in epidermal growth factor receptor-mutated, surgically resectable non-small cell lung cancer: A review. Lung Cancer 2023; 177:59-72. [PMID: 36736076 DOI: 10.1016/j.lungcan.2023.01.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 12/20/2022] [Accepted: 01/01/2023] [Indexed: 01/04/2023]
Abstract
While the discovery of oncogenic driver mutations has personalized the metastatic non-small cell lung cancer (NSCLC) treatment landscape with effective targeted therapies, implementation of new treatments in resectable NSCLC has been limited due to the long follow-up needed for overall survival (OS). Until recently, treatment for patients with early-stage resectable NSCLC has been limited to perioperative chemotherapy, which provides modest benefits. However, the regulatory acceptance of two surrogate endpoints for OS has allowed recent approval of both adjuvant osimertinib and atezolizumab, providing patients with new treatment options to improve outcomes. In phase 3 oncology trials, OS has historically been viewed as the gold-standard efficacy measure, but disease-free survival and event-free survival (EFS) are now validated surrogate endpoints for OS in clinical trials and should be considered when mature OS data is unavailable. Another potential surrogate endpoint in the adjuvant NSCLC setting is circulating tumor DNA (ctDNA)-based minimal residual disease (MRD), although prospective validation is needed. For neoadjuvant targeted therapies, EFS, major pathologic response and ctDNA-based MRD are potential surrogate endpoints. To fully translate the success of the personalized treatment advances in the metastatic setting to earlier-stage disease, prospective validation studies of these potential surrogate endpoints that can accelerate the evaluation of drug efficacy are needed. A collaborative effort is also needed from all clinical and regulatory parties to collate surrogate endpoint data for large-scale validation. In this review we discuss the trends in surrogate endpoints used in oncology trials, with a focus on considerations for selecting appropriate primary endpoints in early-stage resectable EGFR-mutant NSCLC, an area of unmet need for novel treatment options.
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Affiliation(s)
- Collin M Blakely
- Department of Medicine and Helen Diller Comprehensive Cancer Center, University of California, San Francisco, CA, USA
| | - Walter Weder
- Department of Thoracic Surgery, University of Zurich (director Emeritus), Thoraxchirurgie, Klinik Bethanien, Zürich, Switzerland
| | - Lukas Bubendorf
- Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, Switzerland
| | - Jianxing He
- The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Margarita Majem
- Department of Medical Oncology, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Yu Shyr
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jamie E Chaft
- Memorial Sloan Kettering Cancer Center and Weill Cornell Medical College, New York, NY 10021, USA.
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7
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Atkins MB, Ascierto PA, Feltquate D, Gulley JL, Johnson DB, Khushalani NI, Sosman J, Yap TA, Kluger H, Sullivan RJ, Tawbi H. Society for Immunotherapy of Cancer (SITC) consensus definitions for resistance to combinations of immune checkpoint inhibitors with targeted therapies. J Immunother Cancer 2023; 11:jitc-2022-005923. [PMID: 36918225 PMCID: PMC10016252 DOI: 10.1136/jitc-2022-005923] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/31/2022] [Indexed: 03/15/2023] Open
Abstract
Immunotherapy offers deep and durable disease control to some patients, but many tumors do not respond to treatment with single-agent immune checkpoint inhibitors (ICIs). One strategy to enhance responses to immunotherapy is via combinations with signal transduction inhibitors, such as antiangiogenic therapies, which not only directly target cancer cells but also could potentially favorably modulate the tumor immune microenvironment. Combination strategies with ICIs have demonstrated enhanced antitumor activity compared with tumor-targeted or antiangiogenic therapy alone in randomized trials in a variety of solid tumor settings, leading to regulatory approval from the US Food and Drug Administration and agencies in other countries for the treatment of endometrial cancer, kidney cancer, melanoma, and hepatocellular carcinoma. Despite improved survival and response rates for some patients when antiangiogenic or targeted therapies are administered with ICIs, many patients continue to progress after combination treatment and urgently need new strategies to address this manifestation of resistance to immunotherapy. Previously, the Society for Immunotherapy of Cancer (SITC) published consensus definitions for resistance to single-agent anti-PD-(L)1. To provide guidance for clinical trial design and to support analyses of emerging molecular and immune profiling data surrounding mechanisms of resistance to ICI-based combinations, SITC convened a follow-up workshop in 2021 to develop consensus definitions for resistance to multiagent ICI combinations. This manuscript reports the consensus clinical definitions for combinations of anti-PD-(L)1 ICIs and targeted therapies. Definitions for resistance to ICIs in combination with chemotherapy and with other ICIs will be published in companion volumes to this paper.
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Affiliation(s)
| | - Paolo A Ascierto
- Istituto Nazionale Tumori IRCCS Fondazione Pascale, Napoli, Italy
| | | | | | | | | | | | - Timonthy A Yap
- University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | | | | | - Hussein Tawbi
- University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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8
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De Castro J, Insa A, Collado-Borrell R, Escudero-Vilaplana V, Martínez A, Fernandez E, Sullivan I, Arrabal N, Carcedo D, Manzaneque A. Economic burden of locoregional and metastatic relapses in resectable early-stage non-small cell lung cancer in Spain. BMC Pulm Med 2023; 23:69. [PMID: 36809990 PMCID: PMC9942326 DOI: 10.1186/s12890-023-02356-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 02/07/2023] [Indexed: 02/24/2023] Open
Abstract
BACKGROUND There are scarce data of the costs of non-small cell lung cancer (NSCLC) recurrence in Spain. The objective of this study is to assess the economic burden of disease recurrence, for both locoregional and/or metastatic relapses, after appropriate early-stage NSCLC treatment in Spain. MATERIALS AND METHODS A two-round consensus panel of Spanish oncologists and hospital pharmacists was conducted to collect information on patient's flow, treatments, use of healthcare resources and sick leaves in patients with relapsed NSCLC. A decision-tree model was developed to calculate the economic burden of disease recurrence after appropriate early-stage NSCLC. Both direct and indirect costs were considered. Direct costs included drug acquisition and healthcare resources costs. Indirect costs were estimated using the human-capital approach. Unit costs were obtained from national databases (euros of 2022). A multi-way sensitivity analysis was performed to provide a range to the mean values. RESULTS Among a cohort of 100 patients with relapsed NSCLC, 45 patients would have locoregional relapse (36.3 would eventually progress to metastasis and 8.7 would be considered in remission) and 55 patients would have metastatic relapse. Over time, 91.3 patients would experience a metastatic relapse (55 as first relapse and 36.6 after previous locoregional relapse). The overall cost incurred by the 100-patients cohort is €10,095,846 (€9,336,782 direct costs, €795,064 indirect costs). The average cost of a locoregional relapse is €25,194 (€19,658 direct costs, €5536 indirect costs), while the average cost a patient with metastasis who receives up to 4 lines of treatment is €127,167 (€117,328 direct, €9839 indirect). CONCLUSIONS To our knowledge, this is the first study that specifically quantifies the cost of relapse in NSCLC in Spain. Our findings shown that the overall cost of a relapse after appropriate treatment of early-stage NSCLC patients is substantial, and it increases considerably in the metastatic relapse setting, mainly due to the high cost and long duration of first-line treatments.
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Affiliation(s)
- Javier De Castro
- grid.81821.320000 0000 8970 9163Hospital Universitario La Paz, Madrid, Spain
| | - Amelia Insa
- grid.411308.fHospital Clínico Universitario de Valencia, Valencia, Spain
| | - Roberto Collado-Borrell
- grid.410526.40000 0001 0277 7938Hospital General Universitario Gregorio Marañon, Madrid, Spain
| | | | - Alex Martínez
- grid.411083.f0000 0001 0675 8654Hospital Universitari Vall d’Hebron, Barcelona, Spain
| | | | - Ivana Sullivan
- grid.413396.a0000 0004 1768 8905Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Natalia Arrabal
- grid.476717.40000 0004 1768 8390Roche Farma S.A., Madrid, Spain
| | | | - Alba Manzaneque
- grid.414875.b0000 0004 1794 4956Hospital Universitari Mútua Terrassa, Barcelona, Spain
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9
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Liu C, Zhao W, Xie J, Lin H, Hu X, Li C, Shang Y, Wang Y, Jiang Y, Ding M, Peng M, Xu T, Hu A, Huang Y, Gao Y, Liu X, Liu J, Ma F. Development and validation of a radiomics-based nomogram for predicting a major pathological response to neoadjuvant immunochemotherapy for patients with potentially resectable non-small cell lung cancer. Front Immunol 2023; 14:1115291. [PMID: 36875128 PMCID: PMC9978193 DOI: 10.3389/fimmu.2023.1115291] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Accepted: 02/02/2023] [Indexed: 02/18/2023] Open
Abstract
Introduction The treatment response to neoadjuvant immunochemotherapy varies among patients with potentially resectable non-small cell lung cancers (NSCLC) and may have severe immune-related adverse effects. We are currently unable to accurately predict therapeutic response. We aimed to develop a radiomics-based nomogram to predict a major pathological response (MPR) of potentially resectable NSCLC to neoadjuvant immunochemotherapy using pretreatment computed tomography (CT) images and clinical characteristics. Methods A total of 89 eligible participants were included and randomly divided into training (N=64) and validation (N=25) sets. Radiomic features were extracted from tumor volumes of interest in pretreatment CT images. Following data dimension reduction, feature selection, and radiomic signature building, a radiomics-clinical combined nomogram was developed using logistic regression analysis. Results The radiomics-clinical combined model achieved excellent discriminative performance, with AUCs of 0.84 (95% CI, 0.74-0.93) and 0.81(95% CI, 0.63-0.98) and accuracies of 80% and 80% in the training and validation sets, respectively. Decision curves analysis (DCA) indicated that the radiomics-clinical combined nomogram was clinically valuable. Discussion The constructed nomogram was able to predict MPR to neoadjuvant immunochemotherapy with a high degree of accuracy and robustness, suggesting that it is a convenient tool for assisting with the individualized management of patients with potentially resectable NSCLC.
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Affiliation(s)
- Chaoyuan Liu
- Department of Oncology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Wei Zhao
- Department of Radiology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China.,Clinical Research Center for Medical Imaging in Hunan Province, Changsha, Hunan, China
| | - Junpeng Xie
- Department of Oncology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Huashan Lin
- Department of Pharmaceutical Diagnosis, GE Healthcare, Changsha, China
| | - Xingsheng Hu
- Department of Oncology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Chang Li
- Department of Radiology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Youlan Shang
- Department of Radiology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yapeng Wang
- Department of Oncology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yingjia Jiang
- Department of Radiology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Mengge Ding
- Department of Oncology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Muyun Peng
- Department of Thoracic Surgery, The Second Xiangya Hospital of Central South University, Changsha, Hunan, China
| | - Tian Xu
- Department of Oncology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Ao'ran Hu
- Department of Oncology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yuda Huang
- Department of Ministry of science and technology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yuan Gao
- Department of Basic Science, College of Chiropractic, Logan University, Chester field, MO, United States
| | - Xianling Liu
- Department of Oncology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Jun Liu
- Department of Radiology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China.,Clinical Research Center for Medical Imaging in Hunan Province, Changsha, Hunan, China.,Radiology Quality Control Center, Changsha, Hunan, China
| | - Fang Ma
- Department of Oncology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
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10
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Yang Q, Falahati A, Khosh A, Mohammed H, Kang W, Corachán A, Bariani MV, Boyer TG, Al-Hendy A. Targeting Class I Histone Deacetylases in Human Uterine Leiomyosarcoma. Cells 2022; 11:cells11233801. [PMID: 36497061 PMCID: PMC9735512 DOI: 10.3390/cells11233801] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 11/19/2022] [Accepted: 11/23/2022] [Indexed: 11/29/2022] Open
Abstract
Uterine leiomyosarcoma (uLMS) is the most frequent subtype of uterine sarcoma that presents a poor prognosis, high rates of recurrence, and metastasis. Currently, the molecular mechanism of the origin and development of uLMS is unknown. Class I histone deacetylases (including HDAC1, 2, 3, and 8) are one of the major classes of the HDAC family and catalyze the removal of acetyl groups from lysine residues in histones and cellular proteins. Class I HDACs exhibit distinct cellular and subcellular expression patterns and are involved in many biological processes and diseases through diverse signaling pathways. However, the link between class I HDACs and uLMS is still being determined. In this study, we assessed the expression panel of Class I HDACs in uLMS and characterized the role and mechanism of class I HDACs in the pathogenesis of uLMS. Immunohistochemistry analysis revealed that HDAC1, 2, and 3 are aberrantly upregulated in uLMS tissues compared to adjacent myometrium. Immunoblot analysis demonstrated that the expression levels of HDAC 1, 2, and 3 exhibited a graded increase from normal and benign to malignant uterine tumor cells. Furthermore, inhibition of HDACs with Class I HDACs inhibitor (Tucidinostat) decreased the uLMS proliferation in a dose-dependent manner. Notably, gene set enrichment analysis of differentially expressed genes (DEGs) revealed that inhibition of HDACs with Tucidinostat altered several critical pathways. Moreover, multiple epigenetic analyses suggested that Tucidinostat may alter the transcriptome via reprogramming the oncogenic epigenome and inducing the changes in microRNA-target interaction in uLMS cells. In the parallel study, we also determined the effect of DL-sulforaphane on the uLMS. Our study demonstrated the relevance of class I HDACs proteins in the pathogenesis of malignant uLMS. Further understanding the role and mechanism of HDACs in uLMS may provide a promising and novel strategy for treating patients with this aggressive uterine cancer.
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Affiliation(s)
- Qiwei Yang
- Department of Obstetrics and Gynecology, University of Chicago, Chicago, IL 60637, USA
- Correspondence:
| | - Ali Falahati
- Department of Biology, Yazd University, Yazd 891581841, Iran
| | - Azad Khosh
- Department of Biology, Yazd University, Yazd 891581841, Iran
| | - Hanaa Mohammed
- Anatomy Department, Faculty of Medicine, Sohag University, Sohag 82524, Egypt
| | - Wenjun Kang
- Center for Research Informatics, University of Chicago, Chicago, IL 60637, USA
| | - Ana Corachán
- Department of Paediatrics, University of Valencia, Obstetrics and Gynecology, 46026 Valencia, Spain
| | | | - Thomas G. Boyer
- Department of Molecular Medicine, Institute of Biotechnology, University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
| | - Ayman Al-Hendy
- Department of Obstetrics and Gynecology, University of Chicago, Chicago, IL 60637, USA
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Upregulated Immunogenic Cell-Death-Associated Gene Signature Predicts Reduced Responsiveness to Immune-Checkpoint-Blockade Therapy and Poor Prognosis in High-Grade Gliomas. Cells 2022; 11:cells11223655. [PMID: 36429083 PMCID: PMC9688114 DOI: 10.3390/cells11223655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 10/30/2022] [Accepted: 11/11/2022] [Indexed: 11/19/2022] Open
Abstract
Background: Immunogenic cell death (ICD) has emerged as a potential mechanism mediating adaptive immune response and tumor immunity in anti-cancer treatment. However, the signature of ICD in high-grade gliomas (HGGs) remains largely unknown, and its relevance to immunotherapies is still undetermined. The purpose of this study is to identify ICD-associated genotypes in order to explore their relevance to tumor immunity, patient prognosis and therapeutic efficacy of immune checkpoint blockade (ICB) therapy in HGGs. Methods: Bulk RNA-seq data and clinical information on 169 and 297 patients were obtained from the Cancer Genome Atlas (TCGA) and China Glioma Genome Atlas (CGGA), respectively. The functional enrichment and characterization of ICD genotyping were detected, and the ICD prognostic signature prediction model was constructed using least absolute shrinkage and selection operator (LASSO) regression. The responsiveness to immunotherapy was predicted according to the scoring of the ICD prognostic signature. Results: The HGG patients with high ICD gene signature (C1) showed poor outcomes, increased activity of immune modulation and immune escape, high levels of immune-checkpoint markers, and HLA-related genes, which may explain their reduced response to ICB immunotherapy. A gene set of the ICD signature, composing FOXP3, IL6 LY96, MYD88 and PDIA3, showed an independent prognostic value in both the TCGA and the CGGA HGG cohort. Conclusions: Our in silico analyses identified the ICD gene signature in HGGs with potential implications for predicting the responsiveness to ICB immune therapy and patient outcomes.
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12
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Benefits from Adjuvant Chemotherapy in Patients with Resected Non-Small Cell Lung Cancer: Possibility of Stratification by Gene Amplification of ACTN4 According to Evaluation of Metastatic Ability. Cancers (Basel) 2022; 14:cancers14184363. [PMID: 36139525 PMCID: PMC9497297 DOI: 10.3390/cancers14184363] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 09/01/2022] [Accepted: 09/02/2022] [Indexed: 11/17/2022] Open
Abstract
Surgical treatment is the best curative treatment option for patients with non-small cell lung cancer (NSCLC), but some patients have recurrence beyond the surgical margin even after receiving curative surgery. Therefore, therapies with anti-cancer agents also play an important role perioperatively. In this paper, we review the current status of adjuvant chemotherapy in NSCLC and describe promising perioperative therapies, including molecularly targeted therapies and immune checkpoint inhibitors. Previously reported biomarkers of adjuvant chemotherapy for NSCLC are discussed along with their limitations. Adjuvant chemotherapy after resective surgery was most effective in patients with metastatic lesions located just outside the surgical margin; in addition, these metastatic lesions were the most sensitive to adjuvant chemotherapy. Thus, the first step in predicting patients who have sensitivity to adjuvant therapies is to perform a qualified evaluation of metastatic ability using markers such as actinin-4 (ACTN4). In this review, we discuss the potential use of biomarkers in patient stratification for effective adjuvant chemotherapy and, in particular, the use of ACTN4 as a possible biomarker for NSCLC.
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13
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Chen P, Yang Q, Li Y, Jing X, Chen J. Cost-effectiveness analysis of adjuvant therapy with atezolizumab in Chinese patients with stage IB-IIIA resectable NSCLC after adjuvant chemotherapy. Front Oncol 2022; 12:894656. [PMID: 36158650 PMCID: PMC9490556 DOI: 10.3389/fonc.2022.894656] [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: 03/12/2022] [Accepted: 08/15/2022] [Indexed: 12/24/2022] Open
Abstract
Background Atezolizumab was first shown to significantly improve progression-free survival (PFS) after platinum-based chemotherapy in early-stage non-small cell lung cancer (NSCLC) in the IMpower010 Phase 3 trial. However, the cost-effectiveness and potential economic impact of atezolizumab treatment in Chinese patients are unknown. Methods Markov models were constructed based on follow-up data from the IMpower010 trial and assessed separately in the programmed cell death receptor ligand-1 (PD-L1) tumor cells (TC) ≥ 1% stage II – IIIA group, all stage II – IIIA groups, and the intention-to-treat (ITT) group (stage IB–IIIA). Efficacy and safety data were obtained from the IMpower010 trial, and costs and utility values were derived from the literature and local surveys to estimate their incremental cost-effectiveness ratios (ICERs) compared with willingness-to-pay (WTP) thresholds in scenarios implementing patient assistance programs (PAP) or drug price negotiations. Univariate sensitivity analysis and probabilistic sensitivity analysis (PSA) were performed to investigate the stability of the model results. Results Compared with best supportive care (BSC), atezolizumab produced an additional 0.45 quality-adjusted life-years (QALYs), 0.04 QALYs, and -0.0028 QALYs in the PD-L1 TC ≥ 1% stage II – IIIA group, all stage II – IIIA groups, and the ITT group, and the ICERs were 108,825.37/QALY, 1,028,538.22/QALY, and -14,381,171.55/QALY, respectively. The ICERs all exceeded the WTP threshold of $27,354 per QALY (three times the per capita gross domestic product of China in 2022), and univariate sensitivity analysis showed that the price of atezolizumab played a crucial role in the model results. PSA showed that the probability of cost-effectiveness of atezolizumab in the PD-L1 TC ≥ 1% stage II – IIIA group, all stage II – IIIA groups, and the ITT group increased with the increasing WTP threshold. Conclusion From the perspective of China’s health care system, in the PD-L1 TC ≥ 1% stage II – IIIA group, all stage II – IIIA groups, and the ITT group, the use of atezolizumab in the adjuvant treatment of patients with early-stage NSCLC after platinum-based chemotherapy is unlikely to be cost-effective. The implementation of PAP or price reduction negotiations for atezolizumab might be among the most effective measures to improve its cost-effectiveness.
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Affiliation(s)
- Ping Chen
- School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Qing Yang
- Sichuan Cancer Hospital and Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
- *Correspondence: Qing Yang,
| | - Yinfeng Li
- Sichuan Cancer Hospital and Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Xiaomei Jing
- Sichuan Cancer Hospital and Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Jing Chen
- Sichuan Cancer Hospital and Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
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14
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Age-dependent genomic characteristics and their impact on immunotherapy in lung adenocarcinoma. J Cancer Res Clin Oncol 2022:10.1007/s00432-022-04195-8. [PMID: 35838838 DOI: 10.1007/s00432-022-04195-8] [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: 05/23/2022] [Accepted: 07/06/2022] [Indexed: 10/17/2022]
Abstract
BACKGROUND The incidence of lung cancer tends to be younger, and adenocarcinoma is the main histological type. Even patients with the same tumor type may have significant differences in clinical features, tumor microenvironment and genomic background at different ages. Immune checkpoint inhibitors (ICIs) have been shown to improve clinical outcomes in patients with lung adenocarcinoma (LUAD). However, differences in ICI efficacy between older and younger patients are unknown. Our study aimed to explore the relationship between age and immunotherapy in LUAD. METHODS In our study, 1313 resected LUAD patients in our hospital were divided into young (age ≤ 50) and old groups (age > 50), and the clinical characteristic differences between them were analyzed. Of these, next-generation sequencing (NGS) was performed on the 311 cases. In addition, immune-related signatures of 508 LUAD patients were analyzed by TCGA RNA expression data. Then, we validated genomic and clinical information of 270 LUAD samples in the MSKCC cohort. RESULTS ERBB2 and EGFR gene mutations were significantly different between the two groups, and the gene mutation number in the old group was significantly higher than that in the young group. In addition, immune-related signatures of LUAD patients were analyzed by TCGA RNA expression data, which indicated that the patients in the old group might have a better immune microenvironment. Then, we validated the MSKCC cohort and found that the TMB of the old group was significantly higher than that of the young group, and the OS of immunotherapy was longer in the old group. CONCLUSION Our study was the first to analyze the differences in the genomic landscape and immune-related biomarkers between the young and old groups of LUAD patients and found that the old group had a better efficacy of immunotherapy, providing a reference for the study design and treatment of patients with LUAD.
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15
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Neoadjuvant Chemo-Immunotherapy for Locally Advanced Non-Small-Cell Lung Cancer: A Review of the Literature. J Clin Med 2022; 11:jcm11092629. [PMID: 35566754 PMCID: PMC9099888 DOI: 10.3390/jcm11092629] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 04/29/2022] [Accepted: 04/30/2022] [Indexed: 02/06/2023] Open
Abstract
Non-small cell lung cancer accounts for approximately 80–85% of all lung cancers and at present represents the main cause of cancer death among both men and women. To date, surgery represents the cornerstone; nevertheless, around 40% of completely resected patients develop disease recurrence. Therefore, combining neoadjuvant chemo-immunotherapy and surgery might lead to improved survival. Immunotherapy is normally well tolerated, although significant adverse reactions have been reported in certain patients treated with inhibitors of immune checkpoints. In this review, we explore the current literature on the use of neoadjuvant chemo-immunotherapy followed by surgery for treatment of locally advanced non-small-cell lung cancer, with particular attention to the histological aspects, ongoing trials, and the most common surgical approaches. In conclusion, neoadjuvant immunotherapy whether combined or not with chemotherapy reveals a promising survival benefit for patients with advanced non-small-cell lung cancer; nevertheless, more data remain necessary to identify the best candidates for neoadjuvant regimens.
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16
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Ilié M, Hofman V, Bontoux C, Heeke S, Lespinet-Fabre V, Bordone O, Lassalle S, Lalvée S, Tanga V, Allegra M, Salah M, Bohly D, Benzaquen J, Marquette CH, Long-Mira E, Hofman P. Setting Up an Ultra-Fast Next-Generation Sequencing Approach as Reflex Testing at Diagnosis of Non-Squamous Non-Small Cell Lung Cancer; Experience of a Single Center (LPCE, Nice, France). Cancers (Basel) 2022; 14:2258. [PMID: 35565387 PMCID: PMC9104603 DOI: 10.3390/cancers14092258] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 04/28/2022] [Indexed: 12/12/2022] Open
Abstract
The number of genomic alterations required for targeted therapy of non-squamous non-small cell lung cancer (NS-NSCLC) patients has increased and become more complex these last few years. These molecular abnormalities lead to treatment that provides improvement in overall survival for certain patients. However, these treated tumors inexorably develop mechanisms of resistance, some of which can be targeted with new therapies. The characterization of the genomic alterations needs to be performed in a short turnaround time (TAT), as indicated by the international guidelines. The origin of the tissue biopsies used for the analyses is diverse, but their size is progressively decreasing due to the development of less invasive methods. In this respect, the pathologists are facing a number of different challenges requiring them to set up efficient molecular technologies while maintaining a strategy that allows rapid diagnosis. We report here our experience concerning the development of an optimal workflow for genomic alteration assessment as reflex testing in routine clinical practice at diagnosis for NS-NSCLC patients by using an ultra-fast-next generation sequencing approach (Ion Torrent Genexus Sequencer, Thermo Fisher Scientific). We show that the molecular targets currently available to personalized medicine in thoracic oncology can be identified using this system in an appropriate TAT, notably when only a small amount of nucleic acids is available. We discuss the new challenges and the perspectives of using such an ultra-fast NGS in daily practice.
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Affiliation(s)
- Marius Ilié
- Laboratory of Clinical and Experimental Pathology, Pasteur Hospital, Université Côte d’Azur, 06000 Nice, France; (M.I.); (V.H.); (C.B.); (V.L.-F.); (O.B.); (S.L.); (S.L.); (E.L.-M.)
- Biobank-related Hospital (BB-0033-00025), Pasteur Hospital, 06000 Nice, France; (V.T.); (M.A.); (M.S.); (D.B.)
- FHU OncoAge, Pasteur Hospital, Université Côte d’Azur, 06000 Nice, France; (J.B.); (C.-H.M.)
- Inserm U1081, CNRS UMR 7413, IRCAN, 06100 Nice, France
| | - Véronique Hofman
- Laboratory of Clinical and Experimental Pathology, Pasteur Hospital, Université Côte d’Azur, 06000 Nice, France; (M.I.); (V.H.); (C.B.); (V.L.-F.); (O.B.); (S.L.); (S.L.); (E.L.-M.)
- Biobank-related Hospital (BB-0033-00025), Pasteur Hospital, 06000 Nice, France; (V.T.); (M.A.); (M.S.); (D.B.)
- FHU OncoAge, Pasteur Hospital, Université Côte d’Azur, 06000 Nice, France; (J.B.); (C.-H.M.)
- Inserm U1081, CNRS UMR 7413, IRCAN, 06100 Nice, France
| | - Christophe Bontoux
- Laboratory of Clinical and Experimental Pathology, Pasteur Hospital, Université Côte d’Azur, 06000 Nice, France; (M.I.); (V.H.); (C.B.); (V.L.-F.); (O.B.); (S.L.); (S.L.); (E.L.-M.)
- Biobank-related Hospital (BB-0033-00025), Pasteur Hospital, 06000 Nice, France; (V.T.); (M.A.); (M.S.); (D.B.)
- FHU OncoAge, Pasteur Hospital, Université Côte d’Azur, 06000 Nice, France; (J.B.); (C.-H.M.)
- Inserm U1081, CNRS UMR 7413, IRCAN, 06100 Nice, France
| | - Simon Heeke
- Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, Houston, TX 77030, USA;
| | - Virginie Lespinet-Fabre
- Laboratory of Clinical and Experimental Pathology, Pasteur Hospital, Université Côte d’Azur, 06000 Nice, France; (M.I.); (V.H.); (C.B.); (V.L.-F.); (O.B.); (S.L.); (S.L.); (E.L.-M.)
| | - Olivier Bordone
- Laboratory of Clinical and Experimental Pathology, Pasteur Hospital, Université Côte d’Azur, 06000 Nice, France; (M.I.); (V.H.); (C.B.); (V.L.-F.); (O.B.); (S.L.); (S.L.); (E.L.-M.)
- Biobank-related Hospital (BB-0033-00025), Pasteur Hospital, 06000 Nice, France; (V.T.); (M.A.); (M.S.); (D.B.)
| | - Sandra Lassalle
- Laboratory of Clinical and Experimental Pathology, Pasteur Hospital, Université Côte d’Azur, 06000 Nice, France; (M.I.); (V.H.); (C.B.); (V.L.-F.); (O.B.); (S.L.); (S.L.); (E.L.-M.)
- Biobank-related Hospital (BB-0033-00025), Pasteur Hospital, 06000 Nice, France; (V.T.); (M.A.); (M.S.); (D.B.)
- FHU OncoAge, Pasteur Hospital, Université Côte d’Azur, 06000 Nice, France; (J.B.); (C.-H.M.)
- Inserm U1081, CNRS UMR 7413, IRCAN, 06100 Nice, France
| | - Salomé Lalvée
- Laboratory of Clinical and Experimental Pathology, Pasteur Hospital, Université Côte d’Azur, 06000 Nice, France; (M.I.); (V.H.); (C.B.); (V.L.-F.); (O.B.); (S.L.); (S.L.); (E.L.-M.)
| | - Virginie Tanga
- Biobank-related Hospital (BB-0033-00025), Pasteur Hospital, 06000 Nice, France; (V.T.); (M.A.); (M.S.); (D.B.)
| | - Maryline Allegra
- Biobank-related Hospital (BB-0033-00025), Pasteur Hospital, 06000 Nice, France; (V.T.); (M.A.); (M.S.); (D.B.)
| | - Myriam Salah
- Biobank-related Hospital (BB-0033-00025), Pasteur Hospital, 06000 Nice, France; (V.T.); (M.A.); (M.S.); (D.B.)
| | - Doriane Bohly
- Biobank-related Hospital (BB-0033-00025), Pasteur Hospital, 06000 Nice, France; (V.T.); (M.A.); (M.S.); (D.B.)
| | - Jonathan Benzaquen
- FHU OncoAge, Pasteur Hospital, Université Côte d’Azur, 06000 Nice, France; (J.B.); (C.-H.M.)
- Inserm U1081, CNRS UMR 7413, IRCAN, 06100 Nice, France
- Department of Pulmonary Medicine and Thoracic Oncology, Pasteur Hospital, 06000 Nice, France
| | - Charles-Hugo Marquette
- FHU OncoAge, Pasteur Hospital, Université Côte d’Azur, 06000 Nice, France; (J.B.); (C.-H.M.)
- Inserm U1081, CNRS UMR 7413, IRCAN, 06100 Nice, France
- Department of Pulmonary Medicine and Thoracic Oncology, Pasteur Hospital, 06000 Nice, France
| | - Elodie Long-Mira
- Laboratory of Clinical and Experimental Pathology, Pasteur Hospital, Université Côte d’Azur, 06000 Nice, France; (M.I.); (V.H.); (C.B.); (V.L.-F.); (O.B.); (S.L.); (S.L.); (E.L.-M.)
- Biobank-related Hospital (BB-0033-00025), Pasteur Hospital, 06000 Nice, France; (V.T.); (M.A.); (M.S.); (D.B.)
- FHU OncoAge, Pasteur Hospital, Université Côte d’Azur, 06000 Nice, France; (J.B.); (C.-H.M.)
- Inserm U1081, CNRS UMR 7413, IRCAN, 06100 Nice, France
| | - Paul Hofman
- Laboratory of Clinical and Experimental Pathology, Pasteur Hospital, Université Côte d’Azur, 06000 Nice, France; (M.I.); (V.H.); (C.B.); (V.L.-F.); (O.B.); (S.L.); (S.L.); (E.L.-M.)
- Biobank-related Hospital (BB-0033-00025), Pasteur Hospital, 06000 Nice, France; (V.T.); (M.A.); (M.S.); (D.B.)
- FHU OncoAge, Pasteur Hospital, Université Côte d’Azur, 06000 Nice, France; (J.B.); (C.-H.M.)
- Inserm U1081, CNRS UMR 7413, IRCAN, 06100 Nice, France
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