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Feng Y, Qian R, Cui D, Luan J, Xu M, Wang L, Li R, Wu X, Chang C. Mutant TP53 promotes invasion of lung cancer cells by regulating desmoglein 3. J Cancer Res Clin Oncol 2024; 150:312. [PMID: 38900156 PMCID: PMC11189974 DOI: 10.1007/s00432-024-05778-3] [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: 02/21/2024] [Accepted: 05/03/2024] [Indexed: 06/21/2024]
Abstract
PURPOSE Targeted therapies have markedly improved the prognosis of lung cancer patients; nevertheless, challenges persist, including limited beneficiary populations and the emergence of drug resistance. This study investigates the molecular mechanisms of mutant TP53 in lung cancer, aiming to contribute to novel strategies for targeted therapy. METHODS The TCGA database was employed to delineate the mutational landscape of TP53 in lung cancer patients. Differential gene expression between TP53-mutant and wild-type patients was analyzed, followed by functional enrichment. DSG3 protein expression in lung cancer patients was assessed using IHC, and its impact on prognosis was analyzed in the TCGA database. The influence of TP53 on the downstream gene DSG3 was investigated using qPCR, ChIP-qPCR, and luciferase reporter gene assays. Protein enrichment in the DSG3 promoter region was examined through IP-MS, and the regulatory role of the HIF1-α/TP53 complex on DSG3 was explored using Co-IP, luciferase assays, and ChIP-qPCR. Molecular interactions between TP53 (R273H) and HIF1-α were detected through immunoprecipitation and molecular docking. The effects and mechanisms of DSG3 on lung cancer phenotypes were assessed through WB, transwell, and wound healing assays. RESULTS TP53 mutations were present in 47.44% of patients, predominantly as missense mutations. DSG3 exhibited high expression in TP53-mutant lung cancer patients, and this elevated expression correlated with a poorer prognosis. TP53 interference led to a reduction in DSG3 mRNA expression, with TP53 mutant P53 enriching at the P2 site of the DSG3 promoter region, a recruitment facilitated by HIF1-α. The DBD region of TP53 (R273H) demonstrated interaction with HIF1-α. DSG3, activated through Ezrin phosphorylation, played a role in promoting invasion and metastasis. CONCLUSIONS Mutant TP53 facilitates lung cancer cell invasion by modulating desmoglein 3.
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Affiliation(s)
- Yu Feng
- Department of Thoracic Surgery, Henan Provincial Chest Hospital, Zhengzhou University, No. 1 Weiwu Road, Zhengzhou, 450000, People's Republic of China
- Department of Clinical Laboratory, Henan Provincial Chest Hospital, Zhengzhou University, Zhengzhou, 450000, People's Republic of China
| | - Rulin Qian
- Department of Thoracic Surgery, Henan Provincial Chest Hospital, Zhengzhou University, No. 1 Weiwu Road, Zhengzhou, 450000, People's Republic of China
| | - Dong Cui
- Department of Thoracic Surgery, Henan Provincial Chest Hospital, Zhengzhou University, No. 1 Weiwu Road, Zhengzhou, 450000, People's Republic of China.
| | - Jiaqiang Luan
- Department of Thoracic Surgery, Henan Provincial Chest Hospital, Zhengzhou University, No. 1 Weiwu Road, Zhengzhou, 450000, People's Republic of China
| | - Mingxing Xu
- Department of Thoracic Surgery, Henan Provincial Chest Hospital, Zhengzhou University, No. 1 Weiwu Road, Zhengzhou, 450000, People's Republic of China
| | - Ling Wang
- Department of Clinical Laboratory, Henan Provincial Chest Hospital, Zhengzhou University, Zhengzhou, 450000, People's Republic of China
| | - Ruijie Li
- Department of Medical Oncology, Henan Provincial Chest Hospital, Zhengzhou University, Zhengzhou, 450000, People's Republic of China
| | - Xiao Wu
- Department of Thoracic Surgery, Henan Provincial Chest Hospital, Zhengzhou University, No. 1 Weiwu Road, Zhengzhou, 450000, People's Republic of China
| | - Chaoying Chang
- Department of Thoracic Surgery, Henan Provincial Chest Hospital, Zhengzhou University, No. 1 Weiwu Road, Zhengzhou, 450000, People's Republic of China
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Blasi M, Kuon J, Lüders H, Misch D, Kauffmann-Guerrero D, Hilbrandt M, Kazdal D, Falkenstern-Ge RF, Hackanson B, Dintner S, Faehling M, Kirchner M, Volckmar AL, Kopp HG, Allgäuer M, Grohé C, Tufman A, Reck M, Frost N, Stenzinger A, Thomas M, Christopoulos P. First-line immunotherapy for lung cancer with MET exon 14 skipping and the relevance of TP53 mutations. Eur J Cancer 2024; 199:113556. [PMID: 38271745 DOI: 10.1016/j.ejca.2024.113556] [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: 12/06/2023] [Accepted: 01/10/2024] [Indexed: 01/27/2024]
Abstract
BACKGROUND The efficacy of checkpoint inhibitors for non-small cell lung cancer (NSCLC) with MET exon 14 skipping (METΔ14ex) remains controversial. MATERIALS AND METHODS 110 consecutive METΔ14ex NSCLC patients receiving first-line chemotherapy (CHT) and/or immunotherapy (IO) in 10 German centers between 2016-2022 were analyzed. RESULTS Combined CHT-IO was given to 35/110 (32%) patients, IO alone to 43/110 (39%), and CHT to 32/110 (29%) upfront. Compared to CHT, CHT-IO showed longer progression-free survival (median PFS 6 vs. 2.5 months, p = 0.004), more objective responses (ORR 49% vs. 28%, p = 0.086) and numerically longer overall survival (OS 16 vs. 10 months, p = 0.240). For IO monotherapy, OS (14 vs. 16 months) and duration of response (26 vs. 22 months) were comparable to those of CHT-IO. Primary progressive disease (PD) was more frequent with IO compared to CHT-IO (13/43 vs. 3/35, p = 0.018), particularly for never-smokers (p = 0.041). Higher PD-L1 TPS were not associated with better IO outcomes, but TP53 mutated tumors showed numerically improved ORR (56% vs. 32%, p = 0.088) and PFS (6 vs. 3 months, p = 0.160), as well as longer OS in multivariable analysis (HR=0.54, p = 0.034) compared to their wild-type counterparts. Any second-line treatment was administered to 35/75 (47%) patients, with longer survival for capmatinib or tepotinib compared to crizotinib (PFS 10 vs. 3 months, p = 0.013; OS 16 vs. 13 months, p = 0.270). CONCLUSION CHT-IO is superior to CHT, and IO alone also effective for METΔ14ex NSCLC, especially in the presence of TP53 mutations and independent of PD-L1 expression, but never-smokers are at higher risk of primary PD.
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Affiliation(s)
- Miriam Blasi
- Department of Thoracic Oncology, Thoraxklinik, Heidelberg University Hospital and National Center for Tumor Diseases (NCT), NCT Heidelberg, A Partnership Between DKFZ and Heidelberg University Hospital, Germany; Translational Lung Research Center (TLRC) Heidelberg, member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - Jonas Kuon
- Department of Thoracic Oncology, Thoraxklinik, Heidelberg University Hospital and National Center for Tumor Diseases (NCT), NCT Heidelberg, A Partnership Between DKFZ and Heidelberg University Hospital, Germany; Translational Lung Research Center (TLRC) Heidelberg, member of the German Center for Lung Research (DZL), Heidelberg, Germany; Lungenklinik Loewenstein, Department of Thoracic Oncology, Loewenstein, Germany
| | - Heike Lüders
- Department of Respiratory Medicine, Evangelische Lungenklinik Berlin, Berlin, Germany
| | - Daniel Misch
- Department of Pneumology, Helios Klinikum Emil von Behring, Berlin, Germany
| | - Diego Kauffmann-Guerrero
- Department of Medicine V, University Hospital, LMU Munich, Germany; Comprehensive Pneumology Center Munich (CPC-M), member of the German Center for Lung Research (DZL), Munich, Germany
| | - Moritz Hilbrandt
- Department of Infectious Diseases and Respiratory Medicine, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Daniel Kazdal
- Translational Lung Research Center (TLRC) Heidelberg, member of the German Center for Lung Research (DZL), Heidelberg, Germany; Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | | | - Björn Hackanson
- Department of Hematology/Oncology, University Medical Center Augsburg, Augsburg, Germany as part of the BZKF (Bavarian Center for Cancer Research) and Department of Medicine I, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany
| | - Sebastian Dintner
- Pathology, Medical Faculty, University of Augsburg, Augsburg, Germany, part of the Bavarian Cancer Research Center (BZKF), Augsburg, Germany
| | - Martin Faehling
- Klinik für Kardiologie, Angiologie und Pneumologie, Klinikum Esslingen, Germany
| | - Martina Kirchner
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Anna-Lena Volckmar
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Hans-Georg Kopp
- Robert Bosch Centrum für Tumorerkrankungen (RBCT), Stuttgart, Germany
| | - Michael Allgäuer
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Christian Grohé
- Department of Respiratory Medicine, Evangelische Lungenklinik Berlin, Berlin, Germany
| | - Amanda Tufman
- Department of Medicine V, University Hospital, LMU Munich, Germany; Comprehensive Pneumology Center Munich (CPC-M), member of the German Center for Lung Research (DZL), Munich, Germany
| | - Martin Reck
- Department of Pneumology, LungenClinic Großhansdorf, Großhansdorf, Germany; Airway Research Center North (ARCN), member of the German Center for Lung Research (DZL), Großhansdorf, Germany
| | - Nikolaj Frost
- Department of Infectious Diseases and Respiratory Medicine, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Albrecht Stenzinger
- Translational Lung Research Center (TLRC) Heidelberg, member of the German Center for Lung Research (DZL), Heidelberg, Germany; Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Michael Thomas
- Department of Thoracic Oncology, Thoraxklinik, Heidelberg University Hospital and National Center for Tumor Diseases (NCT), NCT Heidelberg, A Partnership Between DKFZ and Heidelberg University Hospital, Germany; Translational Lung Research Center (TLRC) Heidelberg, member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - Petros Christopoulos
- Department of Thoracic Oncology, Thoraxklinik, Heidelberg University Hospital and National Center for Tumor Diseases (NCT), NCT Heidelberg, A Partnership Between DKFZ and Heidelberg University Hospital, Germany; Translational Lung Research Center (TLRC) Heidelberg, member of the German Center for Lung Research (DZL), Heidelberg, Germany.
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Parvaresh H, Roozitalab G, Golandam F, Behzadi P, Jabbarzadeh Kaboli P. Unraveling the Potential of ALK-Targeted Therapies in Non-Small Cell Lung Cancer: Comprehensive Insights and Future Directions. Biomedicines 2024; 12:297. [PMID: 38397899 PMCID: PMC10887432 DOI: 10.3390/biomedicines12020297] [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: 01/06/2024] [Revised: 01/23/2024] [Accepted: 01/25/2024] [Indexed: 02/25/2024] Open
Abstract
Background and Objective: This review comprehensively explores the intricate landscape of anaplastic lymphoma kinase (ALK), focusing specifically on its pivotal role in non-small cell lung cancer (NSCLC). Tracing ALK's discovery, from its fusion with nucleolar phosphoprotein (NPM)-1 in anaplastic large cell non-Hodgkin's lymphoma (ALCL) in 1994, the review elucidates the subsequent impact of ALK gene alterations in various malignancies, including inflammatory myofibroblastoma and NSCLC. Approximately 3-5% of NSCLC patients exhibit complex ALK rearrangements, leading to the approval of six ALK-tyrosine kinase inhibitors (TKIs) by 2022, revolutionizing the treatment landscape for advanced metastatic ALK + NSCLC. Notably, second-generation TKIs such as alectinib, ceritinib, and brigatinib have emerged to address resistance issues initially associated with the pioneer ALK-TKI, crizotinib. Methods: To ensure comprehensiveness, we extensively reviewed clinical trials on ALK inhibitors for NSCLC by 2023. Additionally, we systematically searched PubMed, prioritizing studies where the terms "ALK" AND "non-small cell lung cancer" AND/OR "NSCLC" featured prominently in the titles. This approach aimed to encompass a spectrum of relevant research studies, ensuring our review incorporates the latest and most pertinent information on innovative and alternative therapeutics for ALK + NSCLC. Key Content and Findings: Beyond exploring the intricate details of ALK structure and signaling, the review explores the convergence of ALK-targeted therapy and immunotherapy, investigating the potential of immune checkpoint inhibitors in ALK-altered NSCLC tumors. Despite encouraging preclinical data, challenges observed in trials assessing combinations such as nivolumab-crizotinib, mainly due to severe hepatic toxicity, emphasize the necessity for cautious exploration of these novel approaches. Additionally, the review explores innovative directions such as ALK molecular diagnostics, ALK vaccines, and biosensors, shedding light on their promising potential within ALK-driven cancers. Conclusions: This comprehensive analysis covers molecular mechanisms, therapeutic strategies, and immune interactions associated with ALK-rearranged NSCLC. As a pivotal resource, the review guides future research and therapeutic interventions in ALK-targeted therapy for NSCLC.
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Affiliation(s)
- Hannaneh Parvaresh
- Department of Biology, Faculty of Science, Ferdowsi University of Mashhad, Mashhad 9177948974, Iran
- Division of Cancer Discovery Network, Dr. Parham Academy, Taichung 40602, Taiwan; (G.R.)
| | - Ghazaal Roozitalab
- Division of Cancer Discovery Network, Dr. Parham Academy, Taichung 40602, Taiwan; (G.R.)
- Noncommunicable Diseases Research Center, Fasa University of Medical Sciences, Fasa 7461686688, Iran
| | - Fatemeh Golandam
- Division of Cancer Discovery Network, Dr. Parham Academy, Taichung 40602, Taiwan; (G.R.)
- Department of Pharmacy, Mashhad University of Medical Science, Mashhad 9177948974, Iran
| | - Payam Behzadi
- Department of Microbiology, Shahr-e-Qods Branch, Islamic Azad University, Tehran 37541-374, Iran;
| | - Parham Jabbarzadeh Kaboli
- Division of Cancer Discovery Network, Dr. Parham Academy, Taichung 40602, Taiwan; (G.R.)
- Graduate Institute of Biomedical Sciences, Institute of Biochemistry and Molecular Biology, China Medical University, Taichung 407, Taiwan
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Longuespée R, Kunz J, Fresnais M, Foerster KI, Burhenne J, Thomas M, Kazdal D, Stenzinger A, Christopoulos P, Haefeli WE. Therapeutic drug monitoring of osimertinib in non-small cell lung cancer and short bowel syndrome: A case report. Br J Clin Pharmacol 2024; 90:344-349. [PMID: 37815301 DOI: 10.1111/bcp.15924] [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: 03/14/2023] [Revised: 08/17/2023] [Accepted: 09/30/2023] [Indexed: 10/11/2023] Open
Abstract
Short bowel syndrome (SBS) following extensive intestinal resection is often characterized by impaired absorption of orally administered drugs, including tyrosine kinase inhibitors (TKI). We report the case of a patient with EGFR-mutated non-small cell lung carcinoma treated with 80 mg/day of the TKI osimertinib who achieved partial response of the tumour, but was subsequently subjected to a double-barrelled jejunostomy due to ileus. Due to the development of SBS after the bypass surgery, plasma concentrations of osimertinib were monitored using mass spectrometry. The therapeutic drug monitoring confirmed a malabsorption of osimertinib in the patient (108 ng/mL, which is below the 5th percentile of the expected plasma concentration) and was useful to guide adjustments of TKI dosing in order to achieve adequate blood levels (161 ng/mL after increase of the dose to 120 mg/day) in order to maintain tumour control.
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Affiliation(s)
- Rémi Longuespée
- Department of Clinical Pharmacology and Pharmacoepidemiology, Heidelberg University Hospital, Heidelberg, Germany
- Metabolic Crosstalk in Cancer, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Julia Kunz
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital and National Center for Tumor Diseases, Heidelberg, Germany
- Medical Care Center for Oncology and Hematology, GRN, Sinsheim, Germany
| | - Margaux Fresnais
- Department of Clinical Pharmacology and Pharmacoepidemiology, Heidelberg University Hospital, Heidelberg, Germany
| | - Kathrin I Foerster
- Department of Clinical Pharmacology and Pharmacoepidemiology, Heidelberg University Hospital, Heidelberg, Germany
| | - Jürgen Burhenne
- Department of Clinical Pharmacology and Pharmacoepidemiology, Heidelberg University Hospital, Heidelberg, Germany
| | - Michael Thomas
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital and National Center for Tumor Diseases, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC-H), member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - Daniel Kazdal
- Translational Lung Research Center Heidelberg (TLRC-H), member of the German Center for Lung Research (DZL), Heidelberg, Germany
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Albrecht Stenzinger
- Translational Lung Research Center Heidelberg (TLRC-H), member of the German Center for Lung Research (DZL), Heidelberg, Germany
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Petros Christopoulos
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital and National Center for Tumor Diseases, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC-H), member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - Walter E Haefeli
- Department of Clinical Pharmacology and Pharmacoepidemiology, Heidelberg University Hospital, Heidelberg, Germany
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Ziogas DC, Papadopoulou E, Gogas H, Sakellariou S, Felekouras E, Theocharopoulos C, Stefanou DT, Theochari M, Boukovinas I, Matthaios D, Koumarianou A, Zairi E, Liontos M, Koutsoukos K, Metaxa-Mariatou V, Kapetsis G, Meintani A, Tsaousis GN, Nasioulas G. Digging into the NGS Information from a Large-Scale South European Population with Metastatic/Unresectable Pancreatic Ductal Adenocarcinoma: A Real-World Genomic Depiction. Cancers (Basel) 2023; 16:2. [PMID: 38201431 PMCID: PMC10778112 DOI: 10.3390/cancers16010002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 12/06/2023] [Accepted: 12/11/2023] [Indexed: 01/12/2024] Open
Abstract
Despite ongoing oncological advances, pancreatic ductal adenocarcinoma (PDAC) continues to have an extremely poor prognosis with limited targeted and immunotherapeutic options. Its genomic background has not been fully characterized yet in large-scale populations all over the world. Methods: Replicating a recent study from China, we collected tissue samples from consecutive Greek patients with pathologically-confirmed metastatic/unresectable PDAC and retrospectively investigated their genomic landscape using next generation sequencing (NGS). Findings: From a cohort of 409 patients, NGS analysis was successfully achieved in 400 cases (56.50% males, median age: 61.8 years). Consistent with a previous study, KRAS was the most frequently mutated gene in 81.50% of tested samples, followed by TP53 (50.75%), CDKN2 (8%), and SMAD4 (7.50%). BRCA1/2 variants with on-label indications were detected in 2%, and 87.50% carried a variant associated with off-label treatment (KRAS, ERBB2, STK11, or HRR-genes), while 3.5% of the alterations had unknown/preliminary-studied actionability (TP53/CDKN2A). Most of HRR-alterations were in intermediate- and low-risk genes (CHEK2, RAD50, RAD51, ATM, FANCA, FANCL, FANCC, BAP1), with controversial actionability: 8% harbored a somatic non-BRCA1/2 alteration, 6 cases had a high-risk alteration (PALB2, RAD51C), and one co-presented a PALB2/BRCA2 alteration. Elevated LOH was associated with HRR-mutated status and TP53 mutations while lowered LOH was associated with KRAS alterations. Including TMB/MSI data, the potential benefit from an NGS-oriented treatment was increased from 1.91% to 13.74% (high-MSI: 0.3%, TMB > 10 muts/MB: 12.78%). TMB was slightly increased in females (4.75 vs. 4.46 muts/MB) and in individuals with age > 60 (4.77 vs. 4.40 muts/MB). About 28.41% showed PD-L1 > 1% either in tumor or immune cells, 15.75% expressed PD-L1 ≥ 10%, and only 1.18% had PD-L1 ≥ 50%. This is the largest depiction of real-world genomic characteristics of European patients with PDAC, which offers some useful clinical and research insights.
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Affiliation(s)
- Dimitrios C. Ziogas
- First Department of Internal Medicine, Laikon General Hospital, School of Medicine, National Kapodistrian University of Athens, 11527 Athens, Greece; (H.G.); (C.T.); (D.T.S.); (M.T.)
| | - Eirini Papadopoulou
- GeneKor Medical S.A., 15344 Gerakas, Greece; (E.P.); (V.M.-M.); (G.K.); (A.M.); (G.N.T.); (G.N.)
| | - Helen Gogas
- First Department of Internal Medicine, Laikon General Hospital, School of Medicine, National Kapodistrian University of Athens, 11527 Athens, Greece; (H.G.); (C.T.); (D.T.S.); (M.T.)
| | - Stratigoula Sakellariou
- First Department of Pathology, School of Medicine, National Kapodistrian University of Athens, 11527 Athens, Greece;
| | - Evangellos Felekouras
- First Department of Surgery, Laikon General Hospital, School of Medicine, National Kapodistrian University of Athens, 11527 Athens, Greece;
| | - Charalampos Theocharopoulos
- First Department of Internal Medicine, Laikon General Hospital, School of Medicine, National Kapodistrian University of Athens, 11527 Athens, Greece; (H.G.); (C.T.); (D.T.S.); (M.T.)
| | - Dimitra T. Stefanou
- First Department of Internal Medicine, Laikon General Hospital, School of Medicine, National Kapodistrian University of Athens, 11527 Athens, Greece; (H.G.); (C.T.); (D.T.S.); (M.T.)
| | - Maria Theochari
- First Department of Internal Medicine, Laikon General Hospital, School of Medicine, National Kapodistrian University of Athens, 11527 Athens, Greece; (H.G.); (C.T.); (D.T.S.); (M.T.)
| | - Ioannis Boukovinas
- Department of Medical Oncology, Bioclinic Hospital, 54622 Thessaloniki, Greece;
| | | | - Anna Koumarianou
- Hematology Oncology Unit, Fourth Department of Internal Medicine, School of Medicine, National Kapodistrian University of Athens, 11527 Athens, Greece;
| | - Eleni Zairi
- Oncology Department, St. Lukes Hospital, 55236 Thessaloniki, Greece;
| | - Michalis Liontos
- Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National Kapodistrian University of Athens, 11527 Athens, Greece; (M.L.); (K.K.)
| | - Konstantinos Koutsoukos
- Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National Kapodistrian University of Athens, 11527 Athens, Greece; (M.L.); (K.K.)
| | - Vasiliki Metaxa-Mariatou
- GeneKor Medical S.A., 15344 Gerakas, Greece; (E.P.); (V.M.-M.); (G.K.); (A.M.); (G.N.T.); (G.N.)
| | - George Kapetsis
- GeneKor Medical S.A., 15344 Gerakas, Greece; (E.P.); (V.M.-M.); (G.K.); (A.M.); (G.N.T.); (G.N.)
| | - Angeliki Meintani
- GeneKor Medical S.A., 15344 Gerakas, Greece; (E.P.); (V.M.-M.); (G.K.); (A.M.); (G.N.T.); (G.N.)
| | - Georgios N. Tsaousis
- GeneKor Medical S.A., 15344 Gerakas, Greece; (E.P.); (V.M.-M.); (G.K.); (A.M.); (G.N.T.); (G.N.)
| | - George Nasioulas
- GeneKor Medical S.A., 15344 Gerakas, Greece; (E.P.); (V.M.-M.); (G.K.); (A.M.); (G.N.T.); (G.N.)
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Pablo-Fontecha V, Hernández-Illán E, Reparaz A, Asensio E, Morata J, Tonda R, Lahoz S, Parra C, Lozano JJ, García-Heredia A, Martínez-Roca A, Beltran S, Balaguer F, Jover R, Castells A, Trullàs R, Podlesniy P, Camps J. Quantification of rare somatic single nucleotide variants by droplet digital PCR using SuperSelective primers. Sci Rep 2023; 13:18997. [PMID: 37923774 PMCID: PMC10624686 DOI: 10.1038/s41598-023-39874-0] [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: 06/01/2023] [Accepted: 08/01/2023] [Indexed: 11/06/2023] Open
Abstract
Somatic single-nucleotide variants (SNVs) occur every time a cell divides, appearing even in healthy tissues at low frequencies. These mutations may accumulate as neutral variants during aging, or eventually, promote the development of neoplasia. Here, we present the SP-ddPCR, a droplet digital PCR (ddPCR) based approach that utilizes customized SuperSelective primers aiming at quantifying the proportion of rare SNVs. For that purpose, we selected five potentially pathogenic variants identified by whole-exome sequencing (WES) occurring at low variant allele frequency (VAF) in at-risk colon healthy mucosa of patients diagnosed with colorectal cancer or advanced adenoma. Additionally, two APC SNVs detected in two cancer lesions were added to the study for WES-VAF validation. SuperSelective primers were designed to quantify SNVs at low VAFs both in silico and in clinical samples. In addition to the two APC SNVs in colonic lesions, SP-ddPCR confirmed the presence of three out of five selected SNVs in the normal colonic mucosa with allelic frequencies ≤ 5%. Moreover, SP-ddPCR showed the presence of two potentially pathogenic variants in the distal normal mucosa of patients with colorectal carcinoma. In summary, SP-ddPCR offers a rapid and feasible methodology to validate next-generation sequencing data and accurately quantify rare SNVs, thus providing a potential tool for diagnosis and stratification of at-risk patients based on their mutational profiling.
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Affiliation(s)
- Verónica Pablo-Fontecha
- Translational Colorectal Cancer Genomics, Gastrointestinal and Pancreatic Oncology Team, Institut D'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic de Barcelona, Rosselló 149-153, 4th Floor, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), 28029, Madrid, Spain
| | - Eva Hernández-Illán
- Translational Colorectal Cancer Genomics, Gastrointestinal and Pancreatic Oncology Team, Institut D'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic de Barcelona, Rosselló 149-153, 4th Floor, 08036, Barcelona, Spain
| | - Andrea Reparaz
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), 28029, Madrid, Spain
- Neurobiology Unit, Institut d'Investigacions Biomèdiques de Barcelona (IIBB-CSIC), Institut D'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036, Barcelona, Spain
| | - Elena Asensio
- Translational Colorectal Cancer Genomics, Gastrointestinal and Pancreatic Oncology Team, Institut D'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic de Barcelona, Rosselló 149-153, 4th Floor, 08036, Barcelona, Spain
| | - Jordi Morata
- CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), 08028, Barcelona, Spain
| | - Raúl Tonda
- CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), 08028, Barcelona, Spain
| | - Sara Lahoz
- Translational Colorectal Cancer Genomics, Gastrointestinal and Pancreatic Oncology Team, Institut D'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic de Barcelona, Rosselló 149-153, 4th Floor, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), 28029, Madrid, Spain
| | - Carolina Parra
- Translational Colorectal Cancer Genomics, Gastrointestinal and Pancreatic Oncology Team, Institut D'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic de Barcelona, Rosselló 149-153, 4th Floor, 08036, Barcelona, Spain
| | - Juan José Lozano
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), 28029, Madrid, Spain
| | - Anabel García-Heredia
- Servicio de Medicina Digestiva, Hospital General Universitario de Alicante, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), 03010, Alicante, Spain
| | - Alejandro Martínez-Roca
- Servicio de Medicina Digestiva, Hospital General Universitario de Alicante, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), 03010, Alicante, Spain
| | - Sergi Beltran
- CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), 08028, Barcelona, Spain
| | - Francesc Balaguer
- Translational Colorectal Cancer Genomics, Gastrointestinal and Pancreatic Oncology Team, Institut D'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic de Barcelona, Rosselló 149-153, 4th Floor, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), 28029, Madrid, Spain
| | - Rodrigo Jover
- Servicio de Medicina Digestiva, Hospital General Universitario de Alicante, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), 03010, Alicante, Spain
| | - Antoni Castells
- Translational Colorectal Cancer Genomics, Gastrointestinal and Pancreatic Oncology Team, Institut D'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic de Barcelona, Rosselló 149-153, 4th Floor, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), 28029, Madrid, Spain
| | - Ramon Trullàs
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), 28029, Madrid, Spain
- Neurobiology Unit, Institut d'Investigacions Biomèdiques de Barcelona (IIBB-CSIC), Institut D'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036, Barcelona, Spain
| | - Petar Podlesniy
- Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), 28029, Madrid, Spain
- Neurobiology Unit, Institut d'Investigacions Biomèdiques de Barcelona (IIBB-CSIC), Institut D'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036, Barcelona, Spain
| | - Jordi Camps
- Translational Colorectal Cancer Genomics, Gastrointestinal and Pancreatic Oncology Team, Institut D'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic de Barcelona, Rosselló 149-153, 4th Floor, 08036, Barcelona, Spain.
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), 28029, Madrid, Spain.
- Unitat de Biologia Cel·lular i Genètica Mèdica, Departament de Biologia Cel·lular, Fisiologia i Immunologia, Facultat de Medicina, Universitat Autònoma de Barcelona, 08193, Bellaterra, Spain.
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7
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Pouyiourou M, Kraft BN, Wohlfromm T, Stahl M, Kubuschok B, Löffler H, Hacker UT, Hübner G, Weiss L, Bitzer M, Ernst T, Schütt P, Hielscher T, Delorme S, Kirchner M, Kazdal D, Ball M, Kluck K, Stenzinger A, Bochtler T, Krämer A. Nivolumab and ipilimumab in recurrent or refractory cancer of unknown primary: a phase II trial. Nat Commun 2023; 14:6761. [PMID: 37875494 PMCID: PMC10598029 DOI: 10.1038/s41467-023-42400-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 10/10/2023] [Indexed: 10/26/2023] Open
Abstract
Cancer of unknown primary has a dismal prognosis, especially following failure of platinum-based chemotherapy. 10-20% of patients have a high tumor mutational burden (TMB), which predicts response to immunotherapy in many cancer types. In this prospective, non-randomized, open-label, multicenter Phase II trial (EudraCT 2018-004562-33; NCT04131621), patients relapsed or refractory after platinum-based chemotherapy received nivolumab and ipilimumab following TMBhigh vs. TMBlow stratification. Progression-free survival (PFS) represented the primary endpoint; overall survival (OS), response rates, duration of clinical benefit and safety were the secondary endpoints. The trial was prematurely terminated in March 2021 before reaching the preplanned sample size (n = 194). Among 31 evaluable patients, 16% had a high TMB ( > 12 mutations/Mb). Overall response rate was 16% (95% CI 6-34%), with 7.7% (95% CI 1-25%) vs. 60% (95% CI 15-95%) in TMBlow and TMBhigh, respectively. Although the primary endpoint was not met, high TMB was associated with better median PFS (18.3 vs. 2.4 months) and OS (18.3 vs. 3.6 months). Severe immune-related adverse events were reported in 29% of cases. Assessing on-treatment dynamics of circulating tumor DNA using combined targeted hotspot mutation and shallow whole genome sequencing as part of a predefined exploratory analysis identified patients benefiting from immunotherapy irrespective of initial radiologic response.
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Affiliation(s)
- Maria Pouyiourou
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ) and Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany
- Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany
- Department of Medical Oncology, National Center for Tumor Diseases (NCT), University of Heidelberg, Heidelberg, Germany
| | - Bianca N Kraft
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ) and Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany
- Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany
| | - Timothy Wohlfromm
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ) and Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany
| | - Michael Stahl
- Department of Medical Oncology, Evangelische Kliniken Essen-Mitte, Essen, Germany
| | - Boris Kubuschok
- Department of Internal Medicine II, Augsburg University Medical Center and Bavarian Cancer Research Center (BZKF), Partner Cite Augsburg, Augsburg, Germany
| | - Harald Löffler
- Department of Internal Medicine III, Marienhospital Stuttgart, Stuttgart, Germany
| | - Ulrich T Hacker
- Department of Medicine II, University Cancer Center Leipzig (UCCL), Leipzig University Medical Center, Leipzig, Germany
| | - Gerdt Hübner
- Department of Internal Medicine III, Ameos Krankenhausgesellschaft Ostholstein, Eutin, Germany
| | - Lena Weiss
- Department of Internal Medicine, Comprehensive Cancer Center, University of Munich, Munich, Germany
| | - Michael Bitzer
- Department of Gastroenterology, Hepatology and Infectiology, University Hospital Tübingen, Tübingen, Germany
| | - Thomas Ernst
- Department of Internal Medicine II, Jena University Hospital, Jena, Germany
| | | | - Thomas Hielscher
- Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stefan Delorme
- Division of Radiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Martina Kirchner
- Institute of Pathology, University of Heidelberg, Heidelberg, Germany
- Center for Personalized Medicine (ZPM), University of Heidelberg, Heidelberg, Germany
| | - Daniel Kazdal
- Institute of Pathology, University of Heidelberg, Heidelberg, Germany
- Center for Personalized Medicine (ZPM), University of Heidelberg, Heidelberg, Germany
| | - Markus Ball
- Institute of Pathology, University of Heidelberg, Heidelberg, Germany
- Center for Personalized Medicine (ZPM), University of Heidelberg, Heidelberg, Germany
| | - Klaus Kluck
- Institute of Pathology, University of Heidelberg, Heidelberg, Germany
- Center for Personalized Medicine (ZPM), University of Heidelberg, Heidelberg, Germany
| | - Albrecht Stenzinger
- Institute of Pathology, University of Heidelberg, Heidelberg, Germany
- Center for Personalized Medicine (ZPM), University of Heidelberg, Heidelberg, Germany
| | - Tilmann Bochtler
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ) and Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany
- Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany
- Department of Medical Oncology, National Center for Tumor Diseases (NCT), University of Heidelberg, Heidelberg, Germany
| | - Alwin Krämer
- Clinical Cooperation Unit Molecular Hematology/Oncology, German Cancer Research Center (DKFZ) and Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany.
- Department of Internal Medicine V, University of Heidelberg, Heidelberg, Germany.
- Department of Medical Oncology, National Center for Tumor Diseases (NCT), University of Heidelberg, Heidelberg, Germany.
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8
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Chen H, Wang B, Zhang Y, Shu Y, Dong H, Zhao Q, Yang C, Li J, Duan X, Zhou Q. A unified DNA- and RNA-based NGS strategy for the analysis of multiple types of variants at the dual nucleic acid level in solid tumors. J Clin Lab Anal 2023; 37:e24977. [PMID: 37877443 PMCID: PMC10681543 DOI: 10.1002/jcla.24977] [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: 07/11/2023] [Revised: 09/27/2023] [Accepted: 10/15/2023] [Indexed: 10/26/2023] Open
Abstract
BACKGROUND Targeted next-generation sequencing (NGS) is a powerful and suitable approach to comprehensively identify multiple types of variants in tumors. RNA-based NGS is increasingly playing an important role in precision oncology. Both parallel and sequential DNA- and RNA-based approaches are expensive, burdensome, and have long turnaround times, which can be impractical in clinical practice. A streamlined, unified DNA- and RNA-based NGS approach is urgently needed in clinical practice. METHODS A DNA/RNA co-hybrid capture sequencing (DRCC-Seq) approach was designed to capture pre-capture DNA and RNA libraries in a single tube and convert them into one NGS library. The performance of the DRCC-Seq approach was evaluated by a panel of reference standards and clinical samples. RESULTS The average depth, DNA data ratio, capture ratio, and target coverage 250 (×) of the DNA panel data had a negative correlation with an increase in the proportion of RNA probes. The SNVs, indels, fusions, and MSI status were not affected by the proportion of RNA probes, but the copy numbers of the target genes were higher than expected in the standard materials, and many unexpected gene amplifications were found using D:R (1:2) and D:R (1:4) probe panels. The optimal ratio of DNA and RNA probes in the combined probe panel was 1:1 using the DRCC-Seq approach. The DRCC-Seq approach was feasible and reliable for detecting multiple types of variants in reference standards and real-world clinical samples. CONCLUSIONS The DRCC-Seq approach is more cost-effective, with a shorter turnaround time and lower labor requirements than either parallel or sequential targeted DNA NGS and RNA NGS. It is feasible to identify multiple genetic variations at the DNA and RNA levels simultaneously in clinical practice.
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Affiliation(s)
- Huijuan Chen
- ChosenMed Clinical Laboratory (Beijing) Co. Ltd.BeijingChina
- Computer Network Information Center, Chinese Academy of SciencesBeijingChina
- WillingMed Technology Beijing Co., Ltd.BeijingChina
| | - Bing Wang
- ChosenMed Clinical Laboratory (Beijing) Co. Ltd.BeijingChina
| | - Yiran Zhang
- ChosenMed Clinical Laboratory (Beijing) Co. Ltd.BeijingChina
| | - Yingshuang Shu
- ChosenMed Clinical Laboratory (Beijing) Co. Ltd.BeijingChina
| | - Henan Dong
- ChosenMed Clinical Laboratory (Beijing) Co. Ltd.BeijingChina
| | - Qian Zhao
- ChosenMed Clinical Laboratory (Beijing) Co. Ltd.BeijingChina
| | - Chunyan Yang
- ChosenMed Clinical Laboratory (Beijing) Co. Ltd.BeijingChina
| | - Jianji Li
- ChosenMed Clinical Laboratory (Beijing) Co. Ltd.BeijingChina
| | - Xiaohong Duan
- ChosenMed Clinical Laboratory (Beijing) Co. Ltd.BeijingChina
- ChosenMed Technology (Zhejiang) Co. Ltd.ZhejiangChina
- Institute of Disaster and Emergency Medicine, Medical CollegeTianjin UniversityTianJinChina
| | - Qiming Zhou
- ChosenMed Clinical Laboratory (Beijing) Co. Ltd.BeijingChina
- ChosenMed Technology (Zhejiang) Co. Ltd.ZhejiangChina
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9
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Seker-Cin H, Tay TKY, Kazdal D, Kluck K, Ball M, Neumann O, Winter H, Herth F, Heußel CP, Savai R, Schirmacher P, Thomas M, Budczies J, Allgäuer M, Christopoulos P, Stenzinger A, Volckmar AL. Analysis of rare fusions in NSCLC: Genomic architecture and clinical implications. Lung Cancer 2023; 184:107317. [PMID: 37586177 DOI: 10.1016/j.lungcan.2023.107317] [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: 05/17/2023] [Revised: 07/12/2023] [Accepted: 07/24/2023] [Indexed: 08/18/2023]
Abstract
OBJECTIVES Molecular diagnosis for targeted therapies has been improved significantly in non-small-cell lung cancer (NSCLC) patients in recent years. Here we report on the prevalence of rare fusions in NSCLC and dissect their genomic architecture and potential clinical implications. MATERIALS AND METHODS Overall, n = 5554 NSCLC patients underwent next-generation sequencing (NGS) for combined detection of oncogenic mutations and fusions either at primary diagnosis (n = 5246) or after therapy resistance (n = 308). Panels of different sizes were employed with closed amplicon-based, or open assays, i.e. anchored multiplex PCR (AMP) and hybrid capture-based, for detection of translocations, including "rare" fusions, defined as those beyond ALK, ROS1, RET and <0.5 % frequency in NSCLC. RESULTS Rare fusions involving EGFR, MET, HER2, BRAF and other potentially actionable oncogenes were detected in 0.5% (n = 26) of therapy-naive and 2% (n = 6) TKI-treated tumors. Detection was increased using open assays and/or larger panels, especially those covering >25 genes, by approximately 1-2% (p = 0.001 for both). Patient characteristics (age, gender, smoking, TP53 co-mutations (56%), or mean tumor mutational burden (TMB) (4.8 mut/Mb)) showed no association with presence of rare fusions. Non-functional alterations, i.e. out-of-frame or lacking kinase domains, comprised one-third of detected rare fusions and were significantly associated with simultaneous presence of classical oncogenic drivers, e.g. EGFR or KRAS mutations (p < 0.001), or use of larger panels (frequency of non-functional among the detected rare fusions 57% for 25+ gene- vs. 12% for smaller panels, p < 0.001). As many rare fusions were identified before availability of targeted therapy, mean survival for therapy-naïve patients was 23.8 months, comparable with wild-type tumors. CONCLUSION Approximately 1-2% of advanced NSCLC harbor rare fusions, which are potentially actionable and may support diagnosis. Routine adoption of broad NGS assays capable to identify exact fusion points and potentially retained protein domains can increase the yield of therapeutically relevant molecular information in advanced NSCLC.
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Affiliation(s)
- Huriye Seker-Cin
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Timothy Kwang Yong Tay
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany; Department of Anatomical Pathology, Department of Molecular Pathology, Singapore General Hospital, Singapore
| | - Daniel Kazdal
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center (TLRC) Heidelberg, German Center for Lung Research (DZL), Germany
| | - Klaus Kluck
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Markus Ball
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Olaf Neumann
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Hauke Winter
- Translational Lung Research Center (TLRC) Heidelberg, German Center for Lung Research (DZL), Germany; Department of Thoracic Oncology, Thoraxklinik at University Hospital Heidelberg, Heidelberg, Germany
| | - Felix Herth
- Translational Lung Research Center (TLRC) Heidelberg, German Center for Lung Research (DZL), Germany; Department of Pulmonology, Thoraxklinik at University Hospital Heidelberg, Heidelberg, Germany
| | - Claus-Peter Heußel
- Translational Lung Research Center (TLRC) Heidelberg, German Center for Lung Research (DZL), Germany; Diagnostic and Interventional Radiology with Nuclear Medicine, Thoraxklinik at University Hospital Heidelberg, Heidelberg, Germany
| | - Rajkumar Savai
- Department of Lung Development and Remodelling, Max Planck Institute for Heart and Lung Research, Bad Nauheim, Germany; Institute for Lung Health (ILH), Justus Liebig University, 35392 Giessen, Germany
| | - Peter Schirmacher
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany; Center for Personalized Medicine Heidelberg (ZPM), Heidelberg, Germany
| | - Michael Thomas
- Translational Lung Research Center (TLRC) Heidelberg, German Center for Lung Research (DZL), Germany; Department of Thoracic Oncology, Thoraxklinik at University Hospital Heidelberg, Heidelberg, Germany
| | - Jan Budczies
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center (TLRC) Heidelberg, German Center for Lung Research (DZL), Germany; Center for Personalized Medicine Heidelberg (ZPM), Heidelberg, Germany
| | - Michael Allgäuer
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Petros Christopoulos
- Translational Lung Research Center (TLRC) Heidelberg, German Center for Lung Research (DZL), Germany; Department of Thoracic Oncology, Thoraxklinik at University Hospital Heidelberg, Heidelberg, Germany
| | - Albrecht Stenzinger
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center (TLRC) Heidelberg, German Center for Lung Research (DZL), Germany.
| | - Anna-Lena Volckmar
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany.
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10
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Lin LP, Tan MTT. Biosensors for the detection of lung cancer biomarkers: A review on biomarkers, transducing techniques and recent graphene-based implementations. Biosens Bioelectron 2023; 237:115492. [PMID: 37421797 DOI: 10.1016/j.bios.2023.115492] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 06/07/2023] [Accepted: 06/19/2023] [Indexed: 07/10/2023]
Abstract
Lung cancer remains the leading cause of cancer-related death. In addition to chest X-rays and computerised tomography, the detection of cancer biomarkers serves as an emerging diagnostic tool for lung cancer. This review explores biomarkers including the rat sarcoma gene, the tumour protein 53 gene, the epidermal growth factor receptor, the neuron-specific enolase, the cytokeratin-19 fragment 21-1 and carcinoembryonic antigen as potential indicators of lung cancer. Biosensors, which utilise various transduction techniques, present a promising solution for the detection of lung cancer biomarkers. Therefore, this review also explores the working principles and recent implementations of transducers in the detection of lung cancer biomarkers. The transducing techniques explored include optical techniques, electrochemical techniques and mass-based techniques for detecting biomarkers and cancer-related volatile organic compounds. Graphene has outstanding properties in terms of charge transfer, surface area, thermal conductivity and optical characteristics, on top of allowing easy incorporation of other nanomaterials. Exploiting the collective merits of both graphene and biosensor is an emerging trend, as evidenced by the growing number of studies on graphene-based biosensors for the detection of lung cancer biomarkers. This work provides a comprehensive review of these studies, including information on modification schemes, nanomaterials, amplification strategies, real sample applications, and sensor performance. The paper concludes with a discussion of the challenges and future outlook of lung cancer biosensors, including scalable graphene synthesis, multi-biomarker detection, portability, miniaturisation, financial support, and commercialisation.
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Affiliation(s)
- Lih Poh Lin
- Faculty of Engineering and Technology, Tunku Abdul Rahman University of Management and Technology, 53300, Kuala Lumpur, Malaysia; Centre for Multimodal Signal Processing, Tunku Abdul Rahman University of Management and Technology, 53300, Kuala Lumpur, Malaysia
| | - Michelle Tien Tien Tan
- Faculty of Science and Engineering, University of Nottingham Malaysia, 43500, Semenyih, Malaysia.
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11
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Treichler G, Hoeller S, Rueschoff JH, Rechsteiner M, Britschgi C, Arnold F, Zoche M, Hiltbrunner S, Moch H, Akhoundova D, Opitz I, Curioni-Fontecedro A. Improving the turnaround time of molecular profiling for advanced non-small cell lung cancer: Outcome of a new algorithm integrating multiple approaches. Pathol Res Pract 2023; 248:154660. [PMID: 37413876 DOI: 10.1016/j.prp.2023.154660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 06/29/2023] [Accepted: 06/30/2023] [Indexed: 07/08/2023]
Abstract
BACKGROUND Molecular tumor profiling to identify oncogenic drivers and actionable mutations has a profound impact on how lung cancer is treated. Especially in the subgroup of non-small cell lung cancer (NSCLC), molecular testing for certain mutations is crucial in daily clinical practice and is recommended by international guidelines. To date, a standardized approach to identify druggable genetic alterations are lacking. We have developed and implemented a new diagnostic algorithm to harmonize the molecular testing of NSCLC. PATIENTS AND METHODS In this retrospective analysis, we reviewed 119 patients diagnosed with NSCLC at the University Hospital Zurich. Tumor samples were analyzed using our standardized diagnostic algorithm: After the histological diagnosis was made, tissue samples were further analyzed by immunohistochemical stainings as well as the real-time PCR test Idylla™. Extracted DNA was further utilized for comprehensive genomic profiling (FoundationOne®CDx, F1CDx). RESULTS Out of the 119 patients were included in this study, 100 patients were diagnosed with non-squamous NSCLC (nsqNSCLC) and 19 with squamous NSCLC (sqNSCLC). The samples from the nsqNSCLC patients underwent testing by Idylla™ and were evaluated by immunohistochemistry (IHC). F1CDx analysis was run on 67 samples and 46 potentially actionable genomic alterations were detected. Ten patients received the indicated targeted treatment. The median time to test results was 4 days for the Idylla test, 5 days for IHC and 13 days for the F1CDx. CONCLUSION In patients with NSCLC, the implementation of a standardized molecular testing algorithm provided information on predictive markers for NSCLC within a few working days. The implementation of broader genomic profiling led to the identification of actionable targets, which would otherwise not have been discovered.
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Affiliation(s)
- G Treichler
- Department of Medical Oncology and Hematology University Hospital Zurich, Switzerland; Comprehensive Cancer Center Zurich, Switzerland; Department of Medical Oncology and Hematology, Cantonal Hospital Winterthur, Switzerland
| | - S Hoeller
- Department of Medical Oncology and Hematology University Hospital Zurich, Switzerland; Department of Pathology and Molecular Pathology, University Hospital Zurich, 8091 Zurich, Switzerland; University of Zurich, Switzerland; Comprehensive Cancer Center Zurich, Switzerland
| | - J H Rueschoff
- Department of Pathology and Molecular Pathology, University Hospital Zurich, 8091 Zurich, Switzerland
| | - M Rechsteiner
- Department of Pathology and Molecular Pathology, University Hospital Zurich, 8091 Zurich, Switzerland
| | - C Britschgi
- Department of Medical Oncology and Hematology University Hospital Zurich, Switzerland; University of Zurich, Switzerland; Comprehensive Cancer Center Zurich, Switzerland
| | - F Arnold
- Department of Pathology and Molecular Pathology, University Hospital Zurich, 8091 Zurich, Switzerland
| | - M Zoche
- Department of Pathology and Molecular Pathology, University Hospital Zurich, 8091 Zurich, Switzerland
| | - S Hiltbrunner
- Department of Medical Oncology and Hematology University Hospital Zurich, Switzerland; Comprehensive Cancer Center Zurich, Switzerland; Faculty of Science and Medicine, University of Fribourg, Switzerland
| | - H Moch
- Department of Pathology and Molecular Pathology, University Hospital Zurich, 8091 Zurich, Switzerland
| | - D Akhoundova
- Department of Medical Oncology and Hematology University Hospital Zurich, Switzerland; Comprehensive Cancer Center Zurich, Switzerland; Department of Oncology, University Hospital Bern, Switzerland
| | - I Opitz
- University of Zurich, Switzerland; Department of Thoracic Surgery, University Hospital Zurich, Switzerland
| | - A Curioni-Fontecedro
- Department of Medical Oncology and Hematology University Hospital Zurich, Switzerland; University of Zurich, Switzerland; Comprehensive Cancer Center Zurich, Switzerland; Faculty of Science and Medicine, University of Fribourg, Switzerland; Department of Oncology, Cantonal Hospital Fribourg, Switzerland.
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12
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Angeles AK, Janke F, Daum AK, Reck M, Schneider MA, Thomas M, Christopoulos P, Sültmann H. Integrated circulating tumour DNA and cytokine analysis for therapy monitoring of ALK-rearranged lung adenocarcinoma. Br J Cancer 2023:10.1038/s41416-023-02284-0. [PMID: 37120670 DOI: 10.1038/s41416-023-02284-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 04/03/2023] [Accepted: 04/14/2023] [Indexed: 05/01/2023] Open
Abstract
BACKGROUND Detection of circulating tumour DNA (ctDNA) in biological fluids is a minimally invasive alternative to tissue biopsy for therapy monitoring. Cytokines are released in the tumour microenvironment to influence inflammation and tumorigenic mechanisms. Here, we investigated the potential biomarker utility of circulating cytokines vis-à-vis ctDNA in ALK-rearranged+ lung adenocarcinoma (ALK + NSCLC) and explored the optimal combination of molecular parameters that could indicate disease progression. METHODS Longitudinal serum samples (n = 296) were collected from ALK + NSCLC patients (n = 38) under tyrosine kinase inhibitor (TKI) therapy and assayed to quantify eight cytokines: IFN-γ, IL-1β, IL-6, IL-8, IL-10, IL-12p70, MCP1 and TNF-α. Generalised linear mixed-effect modelling was performed to test the performance of different combinations of cytokines and previously determined ctDNA parameters in identifying progressive disease. RESULTS Serum IL-6, IL-8 and IL-10 were elevated at progressive disease, with IL-8 having the most significant impact as a biomarker. Integrating changes in IL-8 with ctDNA parameters maximised the performance of the classifiers in identifying disease progression, but this did not significantly outperform the model based on ctDNA alone. CONCLUSIONS Serum cytokine levels are potential disease progression markers in ALK + NSCLC. Further validation in a larger and prospective cohort is necessary to determine whether the addition of cytokine evaluation could improve current tumour monitoring modalities in the clinical setting.
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Affiliation(s)
- Arlou Kristina Angeles
- Division of Cancer Genome Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), and National Center for Tumor Diseases (NCT), Heidelberg, Germany.
- German Center for Lung Research (DZL), TLRC Heidelberg, Heidelberg, Germany.
| | - Florian Janke
- Division of Cancer Genome Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), and National Center for Tumor Diseases (NCT), Heidelberg, Germany
- German Center for Lung Research (DZL), TLRC Heidelberg, Heidelberg, Germany
| | - Ann-Kathrin Daum
- Division of Cancer Genome Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), and National Center for Tumor Diseases (NCT), Heidelberg, Germany
- German Center for Lung Research (DZL), TLRC Heidelberg, Heidelberg, Germany
| | - Martin Reck
- Lung Clinic Grosshansdorf, Airway Research Center North, German Center for Lung Research, Grosshansdorf, Germany
| | - Marc A Schneider
- German Center for Lung Research (DZL), TLRC Heidelberg, Heidelberg, Germany
- Translational Research Unit, Thoraxklinik at University Hospital Heidelberg, Heidelberg, Germany
| | - Michael Thomas
- German Center for Lung Research (DZL), TLRC Heidelberg, Heidelberg, Germany
- Department of Oncology, Thoraxklinik at University Hospital Heidelberg, Heidelberg, Germany
| | - Petros Christopoulos
- German Center for Lung Research (DZL), TLRC Heidelberg, Heidelberg, Germany
- Department of Oncology, Thoraxklinik at University Hospital Heidelberg, Heidelberg, Germany
| | - Holger Sültmann
- Division of Cancer Genome Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), and National Center for Tumor Diseases (NCT), Heidelberg, Germany
- German Center for Lung Research (DZL), TLRC Heidelberg, Heidelberg, Germany
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13
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Goldschmid H, Kluck K, Ball M, Kirchner M, Allgäuer M, Winter H, Herth F, Heußel CP, Pullamsetti SS, Savai R, Yong TTK, Schirmacher P, Peters S, Thomas M, Christopoulos P, Budczies J, Stenzinger A, Kazdal D. Spatial profiling of the microenvironment reveals low intratumoral heterogeneity and STK11-associated immune evasion in therapy-naïve lung adenocarcinomas. Lung Cancer 2023; 180:107212. [PMID: 37141769 DOI: 10.1016/j.lungcan.2023.107212] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 04/13/2023] [Accepted: 04/18/2023] [Indexed: 05/06/2023]
Abstract
OBJECTIVE Intratumoral heterogeneity was found to be a significant factor causing resistance to lung cancer therapies, including immune checkpoint blockade. Lesser is known about spatial heterogeneity of the tumor microenvironment (TME) and its association with genetic properties of the tumor, which is of particular interest in the therapy-naïve setting. MATERIALS AND METHODS We performed multi-region sampling (2-4 samples per tumor; total of 55 samples) from a cohort of 19 untreated stage IA-IIIB lung adenocarcinomas (n = 11 KRAS mutant, n = 1 ERBB2 mutant, n = 7 KRAS wildtype). For each sample the expression of 770 immunooncology-related genes was analyzed using the nCounter platform, while the mutational status was determined by hybrid capture-based next-generation sequencing (NGS) using a large panel covering more than 500 genes. RESULTS Global unsupervised analyses revealed clustering of the samples into two groups corresponding to a 'hot' or 'cold' immunologic tumor contexture based on the abundance of immune cell infiltrates. All analyzed specific immune cell signatures (ICsig) showed a significantly higher intertumoral than intratumoral heterogeneity (p < 0.02), as most of the analyzed cases (14/19) showed a very homogenous spatial immune cell profile. PD-L1 exhibited a significantly higher intertumoral than intratumoral heterogeneity (p = 1.03e-13). We found a specific association with 'cold' TME for STK11 (11/14, p < 0.07), but not KRAS, TP53, LRP1B, MTOR, U2AF1 co-mutations, and validated this finding using The Cancer Genome Atlas (TCGA) data. CONCLUSION Early-stage lung adenocarcinomas show considerable intertumoral, but limited intratumoral heterogeneity, which is clinically highly relevant as assessment before neoadjuvant treatment is based on small biopsies. STK11 mutations are specifically associated with a 'cold' TME, which could affect the efficacy of perioperative immunotherapy.
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Affiliation(s)
- Hannah Goldschmid
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Klaus Kluck
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Markus Ball
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany; Translational Lung Research Center (TLRC) Heidelberg, German Center for Lung Research (DZL), Germany
| | - Martina Kirchner
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Michael Allgäuer
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany
| | - Hauke Winter
- Translational Lung Research Center (TLRC) Heidelberg, German Center for Lung Research (DZL), Germany; Department of Thoracic Surgery, Thoraxklinik at University Hospital Heidelberg, Heidelberg, Germany
| | - Felix Herth
- Translational Lung Research Center (TLRC) Heidelberg, German Center for Lung Research (DZL), Germany; Department of Pulmonology, Thoraxklinik at University Hospital Heidelberg, Heidelberg, Germany
| | - Claus-Peter Heußel
- Translational Lung Research Center (TLRC) Heidelberg, German Center for Lung Research (DZL), Germany; Diagnostic and Interventional Radiology with Nuclear Medicine, Thoraxklinik at University Hospital Heidelberg, Heidelberg, Germany
| | - Soni Savai Pullamsetti
- Department of Lung Development and Remodelling, Max Planck Institute for Heart and Lung Research, Bad Nauheim, Germany
| | - Rajkumar Savai
- Department of Lung Development and Remodelling, Max Planck Institute for Heart and Lung Research, Bad Nauheim, Germany; Institute for Lung Health (ILH), Justus Liebig University, Giessen, Germany
| | - Timothy Tay Kwang Yong
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany; Department of Anatomical Pathology, Department of Molecular Pathology at Singapore General Hospital, Singapore
| | - Peter Schirmacher
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany; German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany; Center for Personalized Medicine Heidelberg (ZPM), Heidelberg, Germany
| | - Solange Peters
- Oncology Department, Lausanne University Hospital, Lausanne, Switzerland
| | - Michael Thomas
- Translational Lung Research Center (TLRC) Heidelberg, German Center for Lung Research (DZL), Germany; Department of Thoracic Oncology, Thoraxklinik at University Hospital Heidelberg, Heidelberg, Germany
| | - Petros Christopoulos
- Translational Lung Research Center (TLRC) Heidelberg, German Center for Lung Research (DZL), Germany; Department of Thoracic Oncology, Thoraxklinik at University Hospital Heidelberg, Heidelberg, Germany
| | - Jan Budczies
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany; Translational Lung Research Center (TLRC) Heidelberg, German Center for Lung Research (DZL), Germany; German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Albrecht Stenzinger
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany; Translational Lung Research Center (TLRC) Heidelberg, German Center for Lung Research (DZL), Germany; German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Daniel Kazdal
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany; Translational Lung Research Center (TLRC) Heidelberg, German Center for Lung Research (DZL), Germany.
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14
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Sorin M, Camilleri-Broët S, Pichette E, Lorange JP, Haghandish N, Dubé LR, Lametti A, Huynh C, Witkowski L, Zogopoulos G, Wang Y, Wang H, Spicer J, Walsh LA, Rayes R, Rouleau G, Spatz A, Corredor ALG, Fiset PO. Next-generation sequencing of non-small cell lung cancer at a Quebec health care cancer centre. Cancer Treat Res Commun 2023; 35:100696. [PMID: 36958133 DOI: 10.1016/j.ctarc.2023.100696] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 03/09/2023] [Accepted: 03/10/2023] [Indexed: 03/19/2023]
Abstract
BACKGROUND Lung cancer is the leading cause of cancer death in both men and women. Quebec has the highest lung cancer mortality out of all provinces in Canada, believed to be caused by higher smoking rates. Molecular testing for lung cancer is standard of care due to the discovery of actionable driver mutations that can be targeted with tyrosine kinase inhibitors. To date, no detailed molecular testing characterization of Quebec patients with lung cancer using next generation sequencing (NGS) has been performed. MATERIALS AND METHODS The aim of this study was to describe the genomic landscape of patients with lung cancer (n = 997) who underwent NGS molecular testing at a tertiary care center in Quebec and to correlate it with clinical and pathology variables. RESULTS Compared to 10 other NGS studies found through a structured search strategy, our cohort had a higher prevalence of KRAS mutations (39.2%) compared to most geographical locations. Additionally, we observed a significant positive association between decreasing age and a higher proportion of KRAS G12C mutations. CONCLUSION Overall, it remains important to assess institutional rates of actionable driver mutations to help guide governing bodies, fuel clinical trials and create benchmarks for expected rates as quality metrics.
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Affiliation(s)
- Mark Sorin
- Rosalind and Morris Goodman Cancer Research Institute, McGill University, Canada; Department of Human Genetics, McGill University, Canada
| | - Sophie Camilleri-Broët
- Department of Pathology, McGill University Health Centre, Glen Site, 1001 Boulevard Décarie, Montreal, QC H4A 3J1, Canada
| | - Emilie Pichette
- Faculty of Medicine, McGill University, Montreal, QC, Canada
| | | | | | | | - André Lametti
- Department of Pathology, McGill University Health Centre, Glen Site, 1001 Boulevard Décarie, Montreal, QC H4A 3J1, Canada
| | - Caroline Huynh
- Rosalind and Morris Goodman Cancer Research Institute, McGill University, Canada
| | - Leora Witkowski
- Department of Human Genetics, McGill University, Canada; Core Molecular Diagnostic Laboratory, McGill University Health Centre, Canada
| | - George Zogopoulos
- Rosalind and Morris Goodman Cancer Research Institute, McGill University, Canada; Department of Surgery, McGill University, Canada
| | - Yifan Wang
- Rosalind and Morris Goodman Cancer Research Institute, McGill University, Canada; Department of Surgery, McGill University, Canada
| | | | - Jonathan Spicer
- Rosalind and Morris Goodman Cancer Research Institute, McGill University, Canada; Department of Surgery, McGill University, Canada
| | - Logan A Walsh
- Rosalind and Morris Goodman Cancer Research Institute, McGill University, Canada; Department of Human Genetics, McGill University, Canada
| | - Roni Rayes
- Rosalind and Morris Goodman Cancer Research Institute, McGill University, Canada
| | - Guy Rouleau
- Department of Human Genetics, McGill University, Canada; Core Molecular Diagnostic Laboratory, McGill University Health Centre, Canada; McGill University Optilab Network, Canada
| | - Alan Spatz
- McGill University Optilab Network, Canada
| | - Andrea Liliam Gomez Corredor
- Department of Pathology, McGill University Health Centre, Glen Site, 1001 Boulevard Décarie, Montreal, QC H4A 3J1, Canada; Core Molecular Diagnostic Laboratory, McGill University Health Centre, Canada; McGill University Optilab Network, Canada
| | - Pierre Olivier Fiset
- Department of Pathology, McGill University Health Centre, Glen Site, 1001 Boulevard Décarie, Montreal, QC H4A 3J1, Canada.
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15
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Kadioglu O, Bahramimehr F, Dawood M, Mahmoud N, Elbadawi M, Lu X, Bülbül Y, Schulz JA, Krämer L, Urschel MK, Künzli Z, Abdulrahman L, Aboumaachar F, Kadalo L, Nguyen LV, Shaidaei S, Thaher N, Walter K, Besler KC, Spuller A, Munder M, Greten HJ, Efferth T. A drug repurposing approach for individualized cancer therapy based on transcriptome sequencing and virtual drug screening. Comput Biol Med 2023; 157:106781. [PMID: 36931205 DOI: 10.1016/j.compbiomed.2023.106781] [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: 09/19/2022] [Revised: 02/23/2023] [Accepted: 03/09/2023] [Indexed: 03/13/2023]
Abstract
RNA-sequencing has been proposed as a valuable technique to develop individualized therapy concepts for cancer patients based on their tumor-specific mutational profiles. Here, we aimed to identify drugs and inhibitors in an individualized therapy-based drug repurposing approach focusing on missense mutations for 35 biopsies of cancer patients. The missense mutations belonged to 9 categories (ABC transporter, apoptosis, angiogenesis, cell cycle, DNA damage, kinase, protease, transcription factor, tumor suppressor). The highest percentages of missense mutations were observed in transcription factor genes. The mutational profiles of all 35 tumors were subjected to hierarchical heatmap clustering. All 7 leukemia biopsies clustered together and were separated from solid tumors. Based on these individual mutation profiles, two strategies for the identification of possible drug candidates were applied: Firstly, virtual screening of FDA-approved drugs based on the protein structures carrying particular missense mutations. Secondly, we mined the Drug Gene Interaction (DGI) database (https://www.dgidb.org/) to identify approved or experimental inhibitors for missense mutated proteins in our dataset of 35 tumors. In conclusion, our approach based on virtual drug screening of FDA-approved drugs and DGI-based inhibitor selection may provide new, individual treatment options for patients with otherwise refractory tumors that do not respond anymore to standard chemotherapy.
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Affiliation(s)
- Onat Kadioglu
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Faranak Bahramimehr
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Mona Dawood
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany; Department of Molecular Biology, Faculty of Medical Laboratory Sciences, Al-Neelain University, Khartoum, Sudan
| | - Nuha Mahmoud
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Mohamed Elbadawi
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Xiaohua Lu
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Yagmur Bülbül
- Third Department of Medicine (Hematology, Oncology, and Pneumology), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Jana Agnieszka Schulz
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Lisa Krämer
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Marie-Kathrin Urschel
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Zoe Künzli
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Leila Abdulrahman
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Fadwa Aboumaachar
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Lajien Kadalo
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Le Van Nguyen
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Sara Shaidaei
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Nawal Thaher
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Kathrin Walter
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | - Karolin Christiane Besler
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany
| | | | - Markus Munder
- Third Department of Medicine (Hematology, Oncology, and Pneumology), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | | | - Thomas Efferth
- Department of Pharmaceutical Biology, Institute of Pharmaceutical and Biomedical Sciences, Johannes Gutenberg University, Mainz, Germany.
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16
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Krämer AS, Adeberg S, Kronsteiner D, König L, Schunn F, Bozorgmehr F, Christopoulos P, Eichkorn T, Schiele A, Hahnemann L, Rieken S, Debus J, Shafie RAE. Upfront and Repeated Stereotactic Radiosurgery in Patients With Brain Metastases From NSCLC. Clin Lung Cancer 2023; 24:269-277. [PMID: 36803615 DOI: 10.1016/j.cllc.2023.01.002] [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: 09/27/2022] [Revised: 01/12/2023] [Accepted: 01/13/2023] [Indexed: 01/22/2023]
Abstract
INTRODUCTION Approximately 40% of non-small-cell lung cancer (NSCLC) patients develop brain metastases (BM). Stereotactic radiosurgery (SRS) instead of whole-brain radiotherapy (WBRT) is increasingly administered as an upfront treatment to patients with a limited number of BM. We present outcomes and validation of prognostic scores for these patients treated with upfront SRS. METHODS We retrospectively analyzed 199 patients with a total of 268 SRS courses for 539 brain metastases. Median patient age was 63 years. For larger BM, dose reduction to 18 Gy or hypofractionated SRS in 6 fractions was applied. We analyzed the BMV-, the RPA-, the GPA- and the lung-mol GPA score. Cox proportional hazards models with univariate and multivariate analyses were fitted for overall survival (OS) and intracranial progression-free survival (icPFS). RESULTS Sixty-four patients died, 7 of them of neurological causes. Thirty eight patients (19,3%) required a salvage WBRT. Median OS was 38, 8 months (IQR: 6-NA). In univariate analysis as well as multivariate analysis, the Karnofsky performance scale index (KPI) ≥90% (P = 0, 012 and P = 0, 041) remained as independent prognostic factor for longer OS. All 4 prognostic scoring indices could be validated for OS assessment (BMV P = 0, 007; RPA P = 0, 026; GPA P = 0, 003; lung-mol GPA P = 0, 05). CONCLUSION In this large cohort of NSCLC patients with BM treated with upfront and repeated SRS, OS was markedly favourable, in comparison to literature. Upfront SRS is an effective treatment approach in those patients and can decidedly reduce the impact of BM on overall prognosis. Furthermore, the analysed scores are useful prognostic tools for OS prediction.
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Affiliation(s)
- Anna S Krämer
- Universitätsklinikum Heidelberg, Abteilung RadioOnkologie und Strahlentherapie, Heidelberg, Baden-Württemberg, Germany.
| | - Sebastian Adeberg
- Universitätsklinikum Heidelberg, Abteilung RadioOnkologie und Strahlentherapie, Heidelberg, Baden-Württemberg, Germany
| | - Dorothea Kronsteiner
- Institut für Medizinische Biometrie (IMB), Universitätsklinikum Heidelberg, Heidelberg, Baden-Württemberg, Germany
| | - Laila König
- Universitätsklinikum Heidelberg, Abteilung RadioOnkologie und Strahlentherapie, Heidelberg, Baden-Württemberg, Germany
| | - Fabian Schunn
- Universitätsklinikum Heidelberg, Abteilung RadioOnkologie und Strahlentherapie, Heidelberg, Baden-Württemberg, Germany
| | | | | | - Tanja Eichkorn
- Universitätsklinikum Heidelberg, Abteilung RadioOnkologie und Strahlentherapie, Heidelberg, Baden-Württemberg, Germany
| | - Annabella Schiele
- Universitätsklinikum Heidelberg, Abteilung RadioOnkologie und Strahlentherapie, Heidelberg, Baden-Württemberg, Germany
| | - Laura Hahnemann
- Universitätsklinikum Heidelberg, Abteilung RadioOnkologie und Strahlentherapie, Heidelberg, Baden-Württemberg, Germany
| | - Stefan Rieken
- Universitätsmedizin Göttingen, Klinik für Strahlentherapie und Radioonkologie, Göttingen, Lower Saxony, Germany
| | - Jürgen Debus
- Universitätsklinikum Heidelberg, Abteilung RadioOnkologie und Strahlentherapie, Heidelberg, Baden-Württemberg, Germany
| | - Rami A El Shafie
- Universitätsklinikum Heidelberg, Abteilung RadioOnkologie und Strahlentherapie, Heidelberg, Baden-Württemberg, Germany; Universitätsmedizin Göttingen, Klinik für Strahlentherapie und Radioonkologie, Göttingen, Lower Saxony, Germany
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17
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Joo MS, Pyo KH, Chung JM, Cho BC. Artificial intelligence-based non-small cell lung cancer transcriptome RNA-sequence analysis technology selection guide. Front Bioeng Biotechnol 2023; 11:1081950. [PMID: 36873350 PMCID: PMC9975749 DOI: 10.3389/fbioe.2023.1081950] [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: 10/27/2022] [Accepted: 01/24/2023] [Indexed: 02/17/2023] Open
Abstract
The incidence and mortality rates of lung cancer are high worldwide, where non-small cell lung cancer (NSCLC) accounts for more than 85% of lung cancer cases. Recent non-small cell lung cancer research has been focused on analyzing patient prognosis after surgery and identifying mechanisms in connection with clinical cohort and ribonucleic acid (RNA) sequencing data, including single-cell ribonucleic acid (scRNA) sequencing data. This paper investigates statistical techniques and artificial intelligence (AI) based non-small cell lung cancer transcriptome data analysis methods divided into target and analysis technology groups. The methodologies of transcriptome data were schematically categorized so researchers can easily match analysis methods according to their goals. The most widely known and frequently utilized transcriptome analysis goal is to find essential biomarkers and classify carcinomas and cluster NSCLC subtypes. Transcriptome analysis methods are divided into three major categories: Statistical analysis, machine learning, and deep learning. Specific models and ensemble techniques typically used in NSCLC analysis are summarized in this paper, with the intent to lay a foundation for advanced research by converging and linking the various analysis methods available.
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Affiliation(s)
- Min Soo Joo
- School of Electrical and Electronic Engineering, College of Engineering, Yonsei University, Seoul, Republic of Korea
| | - Kyoung-Ho Pyo
- Department of Oncology, Severance Hospital, College of Medicine, Yonsei University, Seoul, Republic of Korea.,Severance Biomedical Science Institute, Yonsei University College of Medicine, Seoul, Republic of Korea.,Yonsei New Il Han Institute for Integrative Lung Cancer Research, Yonsei University College of Medicine, Seoul, Republic of Korea.,Division of Medical Oncology, Department of Internal Medicine and Yonsei Cancer Center, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jong-Moon Chung
- School of Electrical and Electronic Engineering, College of Engineering, Yonsei University, Seoul, Republic of Korea.,Department of Emergency Medicine, College of Medicine, Yonsei University, Seoul, Republic of Korea
| | - Byoung Chul Cho
- Division of Medical Oncology, Department of Internal Medicine and Yonsei Cancer Center, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
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18
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Schindler H, Lusky F, Daniello L, Elshiaty M, Gaissmaier L, Benesova K, Souto-Carneiro M, Angeles AK, Janke F, Eichhorn F, Kazdal D, Schneider M, Liersch S, Klemm S, Schnitzler P, Stenzinger A, Sültmann H, Thomas M, Christopoulos P. Serum cytokines predict efficacy and toxicity, but are not useful for disease monitoring in lung cancer treated with PD-(L)1 inhibitors. Front Oncol 2022; 12:1010660. [PMID: 36387148 PMCID: PMC9662790 DOI: 10.3389/fonc.2022.1010660] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Accepted: 10/14/2022] [Indexed: 01/09/2023] Open
Abstract
Introduction PD-(L)1 inhibitors (IO) have improved the prognosis of non-small-cell lung cancer (NSCLC), but more reliable predictors of efficacy and immune-related adverse events (irAE) are urgently needed. Cytokines are important effector molecules of the immune system, whose potential clinical utility as biomarkers remains unclear. Methods Serum samples from patients with advanced NSCLC receiving IO either alone in the first (1L, n=46) and subsequent lines (n=50), or combined with chemotherapy (ICT, n=108) were analyzed along with age-matched healthy controls (n=15) at baseline, after 1 and 4 therapy cycles, and at disease progression (PD). Patients were stratified in rapid progressors (RP, progression-free survival [PFS] <120 days), and long-term responders (LR, PFS >200 days). Cytometric bead arrays were used for high-throughput quantification of 20 cytokines and other promising serum markers based on extensive search of the current literature. Results Untreated NSCLC patients had increased levels of various cytokines and chemokines, like IL-6, IL-8, IL-10, CCL5, G-CSF, ICAM-1, TNF-RI and VEGF (fold change [FC]=1.4-261, p=0.026-9x10-7) compared to age-matched controls, many of which fell under ICT (FC=0.2-0.6, p=0.014-0.002), but not under IO monotherapy. Lower baseline levels of TNF-RI were associated with longer PFS (hazard ratio [HR]= 0.42-0.54; p=0.014-0.009) and overall survival (HR=0.28-0.34, p=0.004-0.001) after both ICT and IO monotherapy. Development of irAE was associated with higher baseline levels of several cytokines, in particular of IL-1β and angiogenin (FC=7-9, p=0.009-0.0002). In contrast, changes under treatment were very subtle, there were no serum correlates of radiologic PD, and no association between dynamic changes in cytokine concentrations and clinical outcome. No relationship was noted between the patients' serologic CMV status and serum cytokine levels. Conclusions Untreated NSCLC is characterized by increased blood levels of several pro-inflammatory and angiogenic effectors, which decrease under ICT. Baseline serum cytokine levels could be exploited for improved prediction of subsequent IO benefit (in particular TNF-RI) and development of irAE (e.g. IL-1β or angiogenin), but they are not suitable for longitudinal disease monitoring. The potential utility of IL-1/IL-1β inhibitors in the management and/or prevention of irAE in NSCLC warrants investigation.
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Affiliation(s)
- Hannah Schindler
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany,Translational Lung Research Center Heidelberg (TLRC-H), member of the German Center of Lung Research (DZL), Heidelberg, Germany
| | - Fabienne Lusky
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany,Translational Lung Research Center Heidelberg (TLRC-H), member of the German Center of Lung Research (DZL), Heidelberg, Germany
| | - Lea Daniello
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany,Translational Lung Research Center Heidelberg (TLRC-H), member of the German Center of Lung Research (DZL), Heidelberg, Germany
| | - Mariam Elshiaty
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany,Translational Lung Research Center Heidelberg (TLRC-H), member of the German Center of Lung Research (DZL), Heidelberg, Germany
| | - Lena Gaissmaier
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany,Translational Lung Research Center Heidelberg (TLRC-H), member of the German Center of Lung Research (DZL), Heidelberg, Germany
| | - Karolina Benesova
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany
| | - Margarida Souto-Carneiro
- Department of Internal Medicine V, Hematology, Oncology and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany
| | - Arlou Kristina Angeles
- Division of Cancer Genome Research (B063), German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Florian Janke
- Division of Cancer Genome Research (B063), German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Florian Eichhorn
- Department of Thoracic Surgery, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Daniel Kazdal
- Translational Lung Research Center Heidelberg (TLRC-H), member of the German Center of Lung Research (DZL), Heidelberg, Germany,Department of Molecular Pathology Institute of Pathology Heidelberg, Heidelberg, Germany
| | - Marc Schneider
- Translational Research Unit, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Stephan Liersch
- Department of Pharmacy, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany
| | - Sarah Klemm
- Center for Infectious Diseases, Virology, University Hospital Heidelberg, Heidelberg, Germany
| | - Paul Schnitzler
- Center for Infectious Diseases, Virology, University Hospital Heidelberg, Heidelberg, Germany
| | - Albrecht Stenzinger
- Translational Lung Research Center Heidelberg (TLRC-H), member of the German Center of Lung Research (DZL), Heidelberg, Germany,Department of Molecular Pathology Institute of Pathology Heidelberg, Heidelberg, Germany
| | - Holger Sültmann
- Translational Lung Research Center Heidelberg (TLRC-H), member of the German Center of Lung Research (DZL), Heidelberg, Germany,Division of Cancer Genome Research (B063), German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Michael Thomas
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany,Translational Lung Research Center Heidelberg (TLRC-H), member of the German Center of Lung Research (DZL), Heidelberg, Germany
| | - Petros Christopoulos
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany,Translational Lung Research Center Heidelberg (TLRC-H), member of the German Center of Lung Research (DZL), Heidelberg, Germany,*Correspondence: Petros Christopoulos,
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19
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Canale M, Petracci E, Cravero P, Mariotti M, Minuti G, Metro G, Ludovini V, Baglivo S, Puccetti M, Dubini A, Martinelli G, Delmonte A, Crinò L, Ulivi P. Prognosis of ALK-rearranged non-small-cell lung cancer patients carrying TP53 mutations. Transl Oncol 2022; 23:101471. [PMID: 35779323 PMCID: PMC9253903 DOI: 10.1016/j.tranon.2022.101471] [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: 02/18/2022] [Revised: 06/01/2022] [Accepted: 06/14/2022] [Indexed: 11/15/2022] Open
Abstract
Non-small-cell lung cancer (NSCLC) is the primary cause of cancer-related death. Gene rearrangements involving the anaplastic lymphoma kinase (ALK) tyrosine kinase identify a clinical and molecular subset of NSCLC patients, who benefit from the monotherapy with ALK tyrosine kinase inhibitors. Nonetheless, responsiveness to TKIs and prognosis of these patients are influenced by several factors, including resistance mechanisms and mutations affecting genes involved in key molecular pathways of cancer cells. In a cohort of 98 NSCLC patients with ALK gene rearrangements, we investigated the role of Tumor Protein (TP53) gene mutations in predicting patients prognosis. TP53 mutations were evaluated in relation to disease control rate (DCR), objective response rate (ORR), progression-free survival (PFS) and overall survival (OS).Results: In patients with available clinical and TP53 mutation information, we found that 13 patients (20.3%) were affected by TP53 mutations. Considered together, even though showing a trend, TP53 mutations were not associated with PFS and OS. Considering the different TP53 mutations by functionality in terms of disruptive and non-disruptive mutations, we observed that TP53 non-disruptive mutations were able to predict worse OS in the overall case series. Moreover, a worse PFS was seen in the subgroup of patients with TP53 non-disruptive mutation, in first-, second-, and third line of treatment. Our results show that mutations affecting TP53 gene, especially non-disruptive mutations, are able to affect prognosis of ALK-rearranged NSCLC patients.
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Affiliation(s)
- Matteo Canale
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy.
| | - Elisabetta Petracci
- Biostatistics and Clinical Trials Unit, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy.
| | - Paola Cravero
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy.
| | - Marita Mariotti
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy.
| | - Gabriele Minuti
- Department of Medical Oncology, IRCCS Regina Elena National Cancer Institute, 00128 Rome, Italy.
| | - Giulio Metro
- Department of Medical Oncology, Santa Maria della Misericordia Hospital, 61029 Perugia, Italy.
| | - Vienna Ludovini
- Department of Medical Oncology, Santa Maria della Misericordia Hospital, 61029 Perugia, Italy.
| | - Sara Baglivo
- Department of Medical Oncology, Santa Maria della Misericordia Hospital, 61029 Perugia, Italy.
| | - Maurizio Puccetti
- Anatomia Istologia Patologica e Citodiagnostica, Azienda Unità Sanitaria Locale, 40026 Imola, Italy.
| | - Alessandra Dubini
- Department of Pathology, Morgagni-Pierantoni Hospital, 47121 Forlì, Italy.
| | - Giovanni Martinelli
- Scientific Directorate, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy.
| | - Angelo Delmonte
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy.
| | - Lucio Crinò
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy.
| | - Paola Ulivi
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) "Dino Amadori", Meldola, Italy.
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20
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Fujii T, Takeda M, Uchiyama T, Nitta Y, Maebou K, Terada C, Okada F, Matsuoka M, Sugimoto S, Sasaki S, Morita K, Itami H, Miyake M, Takeda M, Sawabata N, Fujimoto K, Ohbayashi C. Identification of fusion transcripts in sarcoma from archival formalin-fixed paraffin-embedded tissues: A next-generation sequencing approach. Pathol Int 2022; 72:444-456. [PMID: 35975909 DOI: 10.1111/pin.13265] [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: 02/18/2022] [Accepted: 07/21/2022] [Indexed: 11/30/2022]
Abstract
Most sarcomas are highly aggressive, and cause necrosis and hemorrhage. The diagnosis of sarcoma is challenging because of the lack of specificity of immunohistochemical staining; however, molecular biological approaches, such as genetic mutation, chromosomal translocation, and gene amplification, are promising. In this study, we extracted RNA from formalin-fixed paraffin-embedded (FFPE) tissue derived from surgically resected specimens of sarcoma stored for various periods and performed next-generation sequencing (NGS) analysis by MiniSeq using the Archer Fusion-Plex Sarcoma Panel. RNA was extracted from 63 FFPE tissue samples, and the degree of RNA degradation was assessed. The number of reads and fragment lengths were evaluated by NGS analysis. RNA extraction and cDNA synthesis were successful in 56 cases and library preparation was possible. Fusion genes were detected in 16 of 63 archived FFPE tissue samples in this study. However, in 18 cases, fragmentation was strong, and high-quality libraries could not be obtained. Nevertheless, comprehensive analysis of fusion genes with high sequence specificity by NGS can be a powerful alternative to reverse transcription-polymerase chain reaction and fluorescence in situ hybridization methods.
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Affiliation(s)
- Tomomi Fujii
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Maiko Takeda
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Tomoko Uchiyama
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Yuji Nitta
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Katsuya Maebou
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Chiyoko Terada
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Fumi Okada
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Minami Matsuoka
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Sumire Sugimoto
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Shoh Sasaki
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Kohei Morita
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Hiroe Itami
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
| | - Makito Miyake
- Department of Urology, Nara Medical University School of Medicine, Nara, Japan
| | - Masayuki Takeda
- Department of Cancer Genomics and Medical Oncology, Nara Medical University School of Medicine, Nara, Japan
| | - Noriyoshi Sawabata
- Department of Thoracic and Cardiovascular Surgery, Nara Medical University School of Medicine, Nara, Japan
| | - Kiyohide Fujimoto
- Department of Urology, Nara Medical University School of Medicine, Nara, Japan
| | - Chiho Ohbayashi
- Department of Diagnostic Pathology, Nara Medical University School of Medicine, Nara, Japan
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21
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Rajakumar T, Horos R, Kittner P, Kahraman M, Sikosek T, Hinkfoth F, Tikk K, Mercaldo ND, Stenzinger A, Rabe KF, Reck M, Thomas M, Christopoulos P, Steinkraus BR. Brief Report: A Blood-Based MicroRNA Complementary Diagnostic Predicts Immunotherapy Efficacy in Advanced-Stage NSCLC With High Programmed Death-Ligand 1 Expression. JTO Clin Res Rep 2022; 3:100369. [PMID: 35880086 PMCID: PMC9307680 DOI: 10.1016/j.jtocrr.2022.100369] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 06/13/2022] [Accepted: 06/15/2022] [Indexed: 11/25/2022] Open
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22
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Christopoulos P, Kluck K, Kirchner M, Lüders H, Roeper J, Falkenstern-Ge RF, Szewczyk M, Sticht F, Saalfeld FC, Wesseler C, Hackanson B, Dintner S, Faehling M, Kuon J, Janning M, Kauffmann-Guerrero D, Kazdal D, Kurz S, Eichhorn F, Bozorgmehr F, Shah R, Tufman A, Wermke M, Loges S, Brueckl WM, Schulz C, Misch D, Frost N, Kollmeier J, Reck M, Griesinger F, Grohé C, Hong JL, Lin HM, Budczies J, Stenzinger A, Thomas M. The impact of TP53 co-mutations and immunologic microenvironment on outcome of lung cancer with EGFR exon 20 insertions. Eur J Cancer 2022; 170:106-118. [DOI: 10.1016/j.ejca.2022.04.020] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 03/22/2022] [Accepted: 04/13/2022] [Indexed: 11/30/2022]
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23
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Early Development of Ubiquitous Acanthocytosis and Extravascular Hemolysis in Lung Cancer Patients Receiving Alectinib. Cancers (Basel) 2022; 14:cancers14112720. [PMID: 35681698 PMCID: PMC9179520 DOI: 10.3390/cancers14112720] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 05/24/2022] [Accepted: 05/26/2022] [Indexed: 02/04/2023] Open
Abstract
Alectinib is a standard initial treatment for patients with advanced anaplastic lymphoma kinase (ALK) rearranged non-small-cell lung cancer (NSCLC). The current study analyzed a prospective cohort of 24 consecutive alectinib-treated patients and controls in order to comprehensively characterize longitudinal erythrocyte changes under treatment with ALK inhibitors. Upon starting alectinib, all examined patients developed reticulocytosis and abnormal erythrocyte morphology with anisocytosis and a predominance of acanthocytes (64% of red blood cells on average, range 36−100%) in the peripheral blood smear within approximately 2 weeks. Changes were accompanied by a gradual reduction in Eosin-5-maleimide (EMA) binding, which became pathologic (<80% of cells) within 1−2 months in all cases, mimicking an abortive form of hereditary spherocytosis. The latter could be ruled out in 3/3 of analyzed cases by normal sequencing results for the ANK1, EPB42, SLC4A1, SPTA1, or SBTB genes. The direct Coombs test was also negative in 11/11 tested cases. Besides, anemia, increased LDH, and increased bilirubin were noted in a fraction of patients only, ranging between 42 and 68%. Furthermore, haptoglobin decreases were infrequent, occurring in approximately 1/3 of cases only, and mild, with an average value of 0.93 g/L within the normal range of 0.3−2 g/dL, suggesting that hemolysis occurred predominantly in the extravascular compartment, likely due to splenic trapping of the deformed erythrocytes. These changes showed no association with progression-free survival under alectinib or molecular features, i.e., ALK fusion variant or TP53 status of the disease, and resolved upon a switch to an alternative ALK inhibitor. Thus, alectinib induces mild, reversible erythrocyte changes in practically all treated patients, whose most sensitive signs are aberrant red cell morphology in the peripheral smear, a pathologic EMA test, and reactive reticulocytosis. Frank hemolytic anemia is rare, but mild subclinical hemolysis is very frequent and poses differential-diagnostic problems. Alectinib can be continued under the regular control of hemolysis parameters, but the risk of long-term complications, such as cholelithiasis due to increased serum bilirubin in most patients, remains unclear at present.
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24
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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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25
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Rajakumar T, Horos R, Jehn J, Schenz J, Muley T, Pelea O, Hofmann S, Kittner P, Kahraman M, Heuvelman M, Sikosek T, Feufel J, Skottke J, Nötzel D, Hinkfoth F, Tikk K, Daniel-Moreno A, Ceiler J, Mercaldo N, Uhle F, Uhle S, Weigand MA, Elshiaty M, Lusky F, Schindler H, Ferry Q, Sauka-Spengler T, Wu Q, Rabe KF, Reck M, Thomas M, Christopoulos P, Steinkraus BR. A blood-based miRNA signature with prognostic value for overall survival in advanced stage non-small cell lung cancer treated with immunotherapy. NPJ Precis Oncol 2022; 6:19. [PMID: 35361874 PMCID: PMC8971493 DOI: 10.1038/s41698-022-00262-y] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Accepted: 02/11/2022] [Indexed: 12/18/2022] Open
Abstract
Immunotherapies have recently gained traction as highly effective therapies in a subset of late-stage cancers. Unfortunately, only a minority of patients experience the remarkable benefits of immunotherapies, whilst others fail to respond or even come to harm through immune-related adverse events. For immunotherapies within the PD-1/PD-L1 inhibitor class, patient stratification is currently performed using tumor (tissue-based) PD-L1 expression. However, PD-L1 is an accurate predictor of response in only ~30% of cases. There is pressing need for more accurate biomarkers for immunotherapy response prediction. We sought to identify peripheral blood biomarkers, predictive of response to immunotherapies against lung cancer, based on whole blood microRNA profiling. Using three well-characterized cohorts consisting of a total of 334 stage IV NSCLC patients, we have defined a 5 microRNA risk score (miRisk) that is predictive of overall survival following immunotherapy in training and independent validation (HR 2.40, 95% CI 1.37-4.19; P < 0.01) cohorts. We have traced the signature to a myeloid origin and performed miRNA target prediction to make a direct mechanistic link to the PD-L1 signaling pathway and PD-L1 itself. The miRisk score offers a potential blood-based companion diagnostic for immunotherapy that outperforms tissue-based PD-L1 staining.
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Affiliation(s)
- Timothy Rajakumar
- Hummingbird Diagnostics GmbH, Im Neuenheimer Feld 583, 69120, Heidelberg, Germany
| | - Rastislav Horos
- Hummingbird Diagnostics GmbH, Im Neuenheimer Feld 583, 69120, Heidelberg, Germany
| | - Julia Jehn
- Hummingbird Diagnostics GmbH, Im Neuenheimer Feld 583, 69120, Heidelberg, Germany
| | - Judith Schenz
- Department of Anesthesiology, Heidelberg University Hospital, Heidelberg, Germany
| | - Thomas Muley
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany
| | - Oana Pelea
- MRC Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, UK
| | - Sarah Hofmann
- Hummingbird Diagnostics GmbH, Im Neuenheimer Feld 583, 69120, Heidelberg, Germany
| | - Paul Kittner
- Hummingbird Diagnostics GmbH, Im Neuenheimer Feld 583, 69120, Heidelberg, Germany
| | - Mustafa Kahraman
- Hummingbird Diagnostics GmbH, Im Neuenheimer Feld 583, 69120, Heidelberg, Germany
| | - Marco Heuvelman
- Hummingbird Diagnostics GmbH, Im Neuenheimer Feld 583, 69120, Heidelberg, Germany
| | - Tobias Sikosek
- Hummingbird Diagnostics GmbH, Im Neuenheimer Feld 583, 69120, Heidelberg, Germany
| | - Jennifer Feufel
- Hummingbird Diagnostics GmbH, Im Neuenheimer Feld 583, 69120, Heidelberg, Germany
| | - Jasmin Skottke
- Hummingbird Diagnostics GmbH, Im Neuenheimer Feld 583, 69120, Heidelberg, Germany
| | - Dennis Nötzel
- Hummingbird Diagnostics GmbH, Im Neuenheimer Feld 583, 69120, Heidelberg, Germany
| | - Franziska Hinkfoth
- Hummingbird Diagnostics GmbH, Im Neuenheimer Feld 583, 69120, Heidelberg, Germany
| | - Kaja Tikk
- Hummingbird Diagnostics GmbH, Im Neuenheimer Feld 583, 69120, Heidelberg, Germany
| | | | - Jessika Ceiler
- Hummingbird Diagnostics GmbH, Im Neuenheimer Feld 583, 69120, Heidelberg, Germany
| | - Nathaniel Mercaldo
- Institute for Technology Assessment, Department of Radiology, Massachusetts General Hospital, Boston, USA
| | - Florian Uhle
- Department of Anesthesiology, Heidelberg University Hospital, Heidelberg, Germany
| | - Sandra Uhle
- Department of Anesthesiology, Heidelberg University Hospital, Heidelberg, Germany
| | - Markus A Weigand
- Department of Anesthesiology, Heidelberg University Hospital, Heidelberg, Germany
| | - Mariam Elshiaty
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany
| | - Fabienne Lusky
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany
| | - Hannah Schindler
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany
| | - Quentin Ferry
- Picower Institute for Learning and Memory, Massachusetts Institute of Technology, Cambridge, USA
| | | | - Qianxin Wu
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK
| | - Klaus F Rabe
- LungenClinic Grosshansdorf, Airway Research Center North, German Center for Lung Research (DZL), Grosshansdorf, Germany.,Department of Medicine, Christian Albrechts University of Kiel, Kiel, Germany
| | - Martin Reck
- LungenClinic Grosshansdorf, Airway Research Center North, German Center for Lung Research (DZL), Grosshansdorf, Germany
| | - Michael Thomas
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany.,Translational Lung Research Center (TLCR) at Heidelberg University Hospital, member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - Petros Christopoulos
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany.,Translational Lung Research Center (TLCR) at Heidelberg University Hospital, member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - Bruno R Steinkraus
- Hummingbird Diagnostics GmbH, Im Neuenheimer Feld 583, 69120, Heidelberg, Germany.
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26
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Canale M, Andrikou K, Priano I, Cravero P, Pasini L, Urbini M, Delmonte A, Crinò L, Bronte G, Ulivi P. The Role of TP53 Mutations in EGFR-Mutated Non-Small-Cell Lung Cancer: Clinical Significance and Implications for Therapy. Cancers (Basel) 2022; 14:cancers14051143. [PMID: 35267450 PMCID: PMC8909869 DOI: 10.3390/cancers14051143] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 01/29/2022] [Accepted: 02/16/2022] [Indexed: 12/24/2022] Open
Abstract
Simple Summary Non-Small-Cell Lung Cancer (NSCLC) is the primary cause of cancer-related death worldwide. Patients carrying Epidermal Growth Factor Receptor (EGFR) mutations usually benefit from targeted therapy treatment. Nonetheless, primary or acquired resistance mechanisms lead to treatment discontinuation and disease progression. Tumor protein 53 (TP53) mutations are the most common mutations in NSCLC, and several reports highlighted a role for these mutations in influencing prognosis and responsiveness to EGFR targeted therapy. In this review, we discuss the emerging data about the role of TP53 in predicting EGFR mutated NSCLC patients’ prognosis and responsiveness to targeted therapy. Abstract Non-Small-Cell Lung Cancer (NSCLC) is the primary cause of cancer-related death worldwide. Oncogene-addicted patients usually benefit from targeted therapy, but primary and acquired resistance mechanisms inevitably occur. Tumor protein 53 (TP53) gene is the most frequently mutated gene in cancer, including NSCLC. TP53 mutations are able to induce carcinogenesis, tumor development and resistance to therapy, influencing patient prognosis and responsiveness to therapy. TP53 mutants present in different forms, suggesting that different gene alterations confer specific acquired protein functions. In recent years, many associations between different TP53 mutations and responses to Epidermal Growth Factor Receptor (EGFR) targeted therapy in NSCLC patients have been found. In this review, we discuss the current landscape concerning the role of TP53 mutants to guide primary and acquired resistance to Tyrosine-Kinase Inhibitors (TKIs) EGFR-directed, investigating the possible mechanisms of TP53 mutants within the cellular compartments. We also discuss the role of the TP53 mutations in predicting the response to targeted therapy with EGFR-TKIs, as a possible biomarker to guide patient stratification for treatment.
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Affiliation(s)
- Matteo Canale
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy; (M.C.); (M.U.); (P.U.)
| | - Kalliopi Andrikou
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy; (K.A.); (I.P.); (A.D.); (L.C.); (G.B.)
| | - Ilaria Priano
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy; (K.A.); (I.P.); (A.D.); (L.C.); (G.B.)
| | - Paola Cravero
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy; (K.A.); (I.P.); (A.D.); (L.C.); (G.B.)
- Correspondence: (P.C.); (L.P.)
| | - Luigi Pasini
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy; (M.C.); (M.U.); (P.U.)
- Correspondence: (P.C.); (L.P.)
| | - Milena Urbini
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy; (M.C.); (M.U.); (P.U.)
| | - Angelo Delmonte
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy; (K.A.); (I.P.); (A.D.); (L.C.); (G.B.)
| | - Lucio Crinò
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy; (K.A.); (I.P.); (A.D.); (L.C.); (G.B.)
| | - Giuseppe Bronte
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy; (K.A.); (I.P.); (A.D.); (L.C.); (G.B.)
| | - Paola Ulivi
- Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy; (M.C.); (M.U.); (P.U.)
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Zacharias M, Absenger G, Kashofer K, Wurm R, Lindenmann J, Terbuch A, Konjic S, Sauer S, Gollowitsch F, Gorkiewicz G, Brcic L. Reflex testing in non-small cell lung carcinoma using DNA- and RNA-based next-generation sequencing-a single-center experience. Transl Lung Cancer Res 2022; 10:4221-4234. [PMID: 35004252 PMCID: PMC8674594 DOI: 10.21037/tlcr-21-570] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 09/16/2021] [Indexed: 11/17/2022]
Abstract
Background Targeted treatment modalities for non-small cell lung carcinoma (NSCLC) patients are expanding rapidly and demand a constant adaptation of molecular testing strategies. In this regard, broad reflex testing via next-generation sequencing (NGS) might have several advantages. However, real-world data regarding practical feasibility and clinical relevance are scarce, especially for RNA-based NGS. Methods We performed a retrospective study comparing NGS use in two consecutive years (2019 and 2020). In 2019, reflex testing mainly consisted of DNA-based NGS for mutations and immunohistochemistry (IHC) for ALK, ROS1, and NTRK fusion products. At the beginning of 2020, our approach has changed, with DNA- and RNA-based NGS panels now being simultaneously performed. This change in protocol allowed us to retrospectively evaluate if broad molecular reflex testing brings additional value to lung cancer patients. Results Within the whole cohort (n=432), both DNA- and RNA-based NGS yielded almost always evaluable results. Only in 6 cases, the RNA content was too little for an appropriate analysis. After integrating RNA-based NGS in the reflex testing approach, the number of detected fusions increased significantly (2.6% vs. 8.2%; P=0.0021), but also more patients received targeted therapies. Furthermore, exceedingly rare alterations were more likely to be detected, including the so far undescribed EGFR-NUP160 fusion. Conclusions Our study demonstrates that a comprehensive approach to reflex NGS testing is practically feasible and clinically relevant. Including RNA-based panels in the reflex testing approach results in more detected fusions and more patients receiving targeted therapies. Additionally, this broad molecular profiling strategy identifies patients with emerging biomarkers, underscoring its usefulness in the rapidly evolving landscape of targeted therapies.
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Affiliation(s)
- Martin Zacharias
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Graz, Austria
| | - Gudrun Absenger
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Karl Kashofer
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Graz, Austria
| | - Robert Wurm
- Division of Pulmonology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Jörg Lindenmann
- Division of Thoracic Surgery and Hyperbaric Surgery, Department of Surgery, Medical University of Graz, Graz, Austria
| | - Angelika Terbuch
- Division of Oncology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Selma Konjic
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Graz, Austria
| | - Stefan Sauer
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Graz, Austria
| | - Franz Gollowitsch
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Graz, Austria
| | - Gregor Gorkiewicz
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Graz, Austria
| | - Luka Brcic
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Graz, Austria
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28
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Kazdal D, Hofman V, Christopoulos P, Ilié M, Stenzinger A, Hofman P. Fusion-positive non-small cell lung carcinoma: Biological principles, clinical practice, and diagnostic implications. Genes Chromosomes Cancer 2022; 61:244-260. [PMID: 34997651 DOI: 10.1002/gcc.23022] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 12/26/2021] [Accepted: 12/27/2021] [Indexed: 12/11/2022] Open
Abstract
Based on superior efficacy and tolerability, targeted therapy is currently preferred over chemotherapy and/or immunotherapy for actionable gene fusions that occur in late-stage non-small cell lung carcinoma (NSCLC). Consequently, current clinical practice guidelines mandate testing for ALK, ROS1, NTRK, and RET gene fusions in all patients with newly diagnosed advanced non-squamous NSCLC (NS-NSCLC). Gene fusions can be detected using different approaches, but today RNA next-generation sequencing (NGS) or combined DNA/RNA NGS is the method of choice. The discovery of other gene fusions (involving, eg, NRG1, NUT, FGFR1, FGFR2, MET, BRAF, EGFR, SMARC fusions) and their partners has increased progressively in recent years, leading to the development of new and promising therapies and mandating the development and implementation of comprehensive detection methods. The purpose of this review is to focus on recent data concerning the main gene fusions identified in NSCLC, followed by the discussion of major challenges in this domain.
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Affiliation(s)
- Daniel Kazdal
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Translational Lung Research Center (TLRC) Heidelberg, Heidelberg, Germany.,German Center for Lung Research (DZL), Heidelberg, Germany
| | - Véronique Hofman
- Laboratory of Clinical and Experimental Pathology, Pasteur Hospital, Université Côte d'Azur, FHU OncoAge, Nice, France.,Centre Antoine Lacassagne Cancer Center, Université Côte d'Azur, CNRS, INSERM, IRCAN, FHU OncoAge, Nice, France.,Hospital-Integrated Biobank BB-0033-00025, Université Côte d'Azur, CHU Nice, FHU OncoAge, Nice, France
| | - Petros Christopoulos
- Translational Lung Research Center (TLRC) Heidelberg, Heidelberg, Germany.,German Center for Lung Research (DZL), Heidelberg, Germany.,Thoraxklinik and National Center for Tumor Diseases, Heidelberg University Hospital, Heidelberg, Germany
| | - Marius Ilié
- Laboratory of Clinical and Experimental Pathology, Pasteur Hospital, Université Côte d'Azur, FHU OncoAge, Nice, France.,Centre Antoine Lacassagne Cancer Center, Université Côte d'Azur, CNRS, INSERM, IRCAN, FHU OncoAge, Nice, France.,Hospital-Integrated Biobank BB-0033-00025, Université Côte d'Azur, CHU Nice, FHU OncoAge, Nice, France
| | - Albrecht Stenzinger
- Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,German Center for Lung Research (DZL), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Paul Hofman
- Laboratory of Clinical and Experimental Pathology, Pasteur Hospital, Université Côte d'Azur, FHU OncoAge, Nice, France.,Centre Antoine Lacassagne Cancer Center, Université Côte d'Azur, CNRS, INSERM, IRCAN, FHU OncoAge, Nice, France.,Hospital-Integrated Biobank BB-0033-00025, Université Côte d'Azur, CHU Nice, FHU OncoAge, Nice, France
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Angeles AK, Christopoulos P, Yuan Z, Bauer S, Janke F, Ogrodnik SJ, Reck M, Schlesner M, Meister M, Schneider MA, Dietz S, Stenzinger A, Thomas M, Sültmann H. Early identification of disease progression in ALK-rearranged lung cancer using circulating tumor DNA analysis. NPJ Precis Oncol 2021; 5:100. [PMID: 34876698 PMCID: PMC8651695 DOI: 10.1038/s41698-021-00239-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 10/22/2021] [Indexed: 12/20/2022] Open
Abstract
Targeted kinase inhibitors improve the prognosis of lung cancer patients with ALK alterations (ALK+). However, due to the emergence of acquired resistance and varied clinical trajectories, early detection of disease progression is warranted to guide patient management and therapy decisions. We utilized 343 longitudinal plasma DNA samples from 43 ALK+ NSCLC patients receiving ALK-directed therapies to determine molecular progression based on matched panel-based targeted next-generation sequencing (tNGS), and shallow whole-genome sequencing (sWGS). ALK-related alterations were detected in 22 out of 43 (51%) patients. Among 343 longitudinal plasma samples analyzed, 174 (51%) were ctDNA-positive. ALK variant and fusion kinetics generally reflected the disease course. Evidence for early molecular progression was observed in 19 patients (44%). Detection of ctDNA at therapy baseline indicated shorter times to progression compared to cases without mutations at baseline. In patients who succumbed to the disease, ctDNA levels were highly elevated towards the end of life. Our results demonstrate the potential utility of these NGS assays in the clinical management of ALK+ NSCLC.
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Affiliation(s)
- Arlou Kristina Angeles
- Division of Cancer Genome Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), and National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
| | - Petros Christopoulos
- Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
- Department of Oncology, Thoraxklinik and National Center for Tumor Disease (NCT) at Heidelberg University Hospital, Heidelberg, Germany
| | - Zhao Yuan
- Bioinformatics and Omics Data Analytics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Simone Bauer
- Division of Cancer Genome Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), and National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
| | - Florian Janke
- Division of Cancer Genome Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), and National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
- Medical Faculty, Heidelberg University, Heidelberg, Germany
| | - Simon John Ogrodnik
- Division of Cancer Genome Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), and National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
| | - Martin Reck
- Lung Clinic Grosshansdorf, Airway Research Center North, German Center for Lung Research, Grosshansdorf, Germany
| | - Matthias Schlesner
- Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
- Bioinformatics and Omics Data Analytics, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Biomedical Informatics, Data Mining and Data Analytics, Faculty for Applied Informatics, Augsburg University, Augsburg, Germany
| | - Michael Meister
- Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
- Translational Research Unit, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Marc A Schneider
- Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
- Translational Research Unit, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Steffen Dietz
- Division of Cancer Genome Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), and National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
- AstraZeneca GmbH, Wedel, Germany
| | - Albrecht Stenzinger
- Institute of Pathology, Heidelberg University, Heidelberg, Germany
- German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Michael Thomas
- Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
- Department of Oncology, Thoraxklinik and National Center for Tumor Disease (NCT) at Heidelberg University Hospital, Heidelberg, Germany
| | - Holger Sültmann
- Division of Cancer Genome Research, German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), and National Center for Tumor Diseases (NCT), Heidelberg, Germany.
- Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany.
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The immune microenvironment in EGFR- and ERBB2-mutated lung adenocarcinoma. ESMO Open 2021; 6:100253. [PMID: 34487971 PMCID: PMC8426209 DOI: 10.1016/j.esmoop.2021.100253] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 07/16/2021] [Accepted: 08/01/2021] [Indexed: 01/11/2023] Open
Abstract
Background Targeted therapies have improved survival and quality of life for patients with non-small-cell lung cancer with actionable driver mutations. However, epidermal growth factor receptor (EGFR) and human epidermal growth factor receptor 2 gene (HER2, also known as ERBB2) exon 20 insertions (Ex20mut) are characterized by a poor response to currently approved tyrosine kinase inhibitors and immunotherapies. The underlying immune biology is not well understood. Materials and methods We carried out messenger RNA expression profiling of lung adenocarcinomas (ADCs) with ERBB2 (n = 19) and EGFR exon 20-insertion mutations (n = 13) and compared these to tumors with classical EGFR mutations (n = 40, affecting EGFR exons 18, 19 or 21) and EGFR/ERBB2 mutation-negative lung ADC (EGFR/ERBB2wt, n = 26) focusing on immunologically relevant transcripts. Tumor-infiltrating immune cells were estimated from gene expression profiles. Results Cytotoxic cells were significantly lower in EGFR-mutated tumors regardless of the affected exon, while Th1 cells were significantly lower in EGFR-Ex20mut compared to EGFR/ERBB2wt tumors. We assessed the differentially expressed genes of ERBB2-Ex20mut and EGFR-Ex20mut tumors compared to EGFR-Ex18/19/21mut and EGFR/ERBB2wt tumors. Of these, the genes GUSB, HDAC11, IFNGR2, PUM1, RASGRF1 and RBL2 were up-regulated, while a lower expression of CBLC, GBP1, GBP2, GBP4 and MYC was observed in all three comparison groups. The omnibus test revealed 185 significantly (FDR = 5%) differentially expressed genes and we found these four most significant gene expression changes in the study cohort: VHL and JAK1 were overexpressed in ERBB2-Ex20mut and EGFR-Ex20mut tumors compared to both EGFR-Ex18/19/21mut and EGFR/ERBB2wt tumors. RIPK1 and STK11IP showed the highest expression in ERBB2-Ex20mut tumors. Conclusions Targeted gene expression profiling is a promising tool to read out the characteristics of the tumor microenvironment from routine diagnostic lung cancer biopsies. Significant immune reactivity and specific immunosuppressive characteristics in ERBB2-Ex20mut and EGFR-Ex20mut lung ADC with at least some degree of immune infiltration support further clinical evaluation of immune-modulators as partners of immune checkpoint inhibitors in such tumors. Gene expression profiling to characterize the tumor microenvironment is feasible using diagnostic lung cancer biopsies. EGFR exon 20-mutated tumors show a higher expression of VHL and an immunologic ‘colder’ phenotype than EGFR/ERBB2wt tumors. ERBB2 exon 20-mutated tumors show an overexpression of RIPK1 and STK11IP and a reduction of cytotoxic natural killer cells. Drugs targeting these alterations are potential partners of checkpoint blockade in exon 20-mutated non-small-cell lung cancer.
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31
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Next Generation Sequencing Technology in Lung Cancer Diagnosis. BIOLOGY 2021; 10:biology10090864. [PMID: 34571741 PMCID: PMC8467994 DOI: 10.3390/biology10090864] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 08/26/2021] [Accepted: 08/31/2021] [Indexed: 12/29/2022]
Abstract
Simple Summary Lung cancer is still one of the most commonly diagnosed and deadliest cancers in the world. Its diagnosis at an early stage is highly necessary and will improve the standard of care of this disease. The aim of this article is to review the importance and applications of next generation sequencing in lung cancer diagnosis. As observed in many studies, next generation sequencing has been proven as a very helpful tool in the early detection of different types of cancers, including lung cancer, and has been used in the clinic, mainly due to its many advantages, such as low cost, speed, efficacy, low quantity usage of biological samples, and diversity. Abstract Lung cancer is still one of the most commonly diagnosed cancers, and one of the deadliest. The high death rate is mainly due to the late stage of diagnosis and low response rate to therapy. Previous and ongoing research studies have tried to discover new reliable and useful cbiomarkers for the diagnosis and prognosis of lung cancer. Next generation sequencing has become an essential tool in cancer diagnosis, prognosis, and evaluation of the treatment response. This article aims to review the leading research and clinical applications in lung cancer diagnosis using next generation sequencing. In this scope, we identified the most relevant articles that present the successful use of next generation sequencing in identifying biomarkers for early diagnosis correlated to lung cancer diagnosis and treatment. This technique can be used to evaluate a high number of biomarkers in a short period of time and from small biological samples, which makes NGS the preferred technique to develop clinical tests for personalized medicine using liquid biopsy, the new trend in oncology.
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Magios N, Bozorgmehr F, Volckmar AL, Kazdal D, Kirchner M, Herth FJ, Heussel CP, Eichhorn F, Meister M, Muley T, Elshafie RA, Fischer JR, Faehling M, Kriegsmann M, Schirmacher P, Bischoff H, Stenzinger A, Thomas M, Christopoulos P. Real-world implementation of sequential targeted therapies for EGFR-mutated lung cancer. Ther Adv Med Oncol 2021; 13:1758835921996509. [PMID: 34408792 PMCID: PMC8366107 DOI: 10.1177/1758835921996509] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Accepted: 01/27/2021] [Indexed: 11/15/2022] Open
Abstract
Background: Epidermal growth factor receptor-mutated (EGFR+) non-small-cell lung cancer (NSCLC) patients failing tyrosine kinase inhibitors (TKI) can benefit from next-line targeted therapies, but implementation is challenging. Methods: EGFR+ NSCLC patients treated with first/second-generation (1G/2G) TKI at our institution with a last follow-up after osimertinib approval (February 2016), were analyzed retrospectively, and the results compared with published data under osimertinib. Results: A total of 207 patients received erlotinib (37%), gefitinib (16%) or afatinib (47%). The median age was 66 years, with a predominance of female (70%), never/light-smokers (69%). T790M testing was performed in 174/202 progressive cases (86%), positive in 93/174 (53%), and followed by osimertinib in 87/93 (94%). Among the 135 deceased patients, 94 (70%) received subsequent systemic treatment (43% chemotherapy, 39% osimertinib), while 30% died without, either before (4%) or after progression, due to rapid clinical deterioration (22%), patient refusal of further therapy (2%), or severe competing illness (2%). Lack of subsequent treatment was significantly (4.5x, p < 0.001) associated with lack of T790M testing, whose most frequent cause (in approximately 50% of cases) was also rapid clinical decline. Among the 127 consecutive patients with failure of 1G/2G TKI started after November 2015, 47 (37%) received osimertinib, with a median overall survival of 36 months versus 24 and 21 months for patients with alternative and no subsequent therapies (p = 0.003). Conclusion: Osimertinib after 1G/2G TKI failure prolongs survival, but approximately 15% and 30% of patients forego molecular retesting and subsequent treatment, respectively, mainly due to rapid clinical deterioration. This is an important remediable obstacle to sequential TKI treatment for EGFR+ NSCLC. It pertains also to other actionable resistance mechanisms emerging under 1G/2G inhibitors or osimertinib, whose rate for lack of next-line therapy is similar (approximately 35% in the FLAURA/AURA3 trials), and highlights the need for closer monitoring alongside broader profiling of TKI-treated EGFR+ NSCLC in the future.
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Affiliation(s)
- Nikolaus Magios
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital, Heidelberg
| | - Farastuk Bozorgmehr
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital, Heidelberg
| | - Anna-Lena Volckmar
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Daniel Kazdal
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Martina Kirchner
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Felix J Herth
- Department of Pneumology, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Claus-Peter Heussel
- Department of Diagnostic and Interventional Radiology with Nuclear Medicine, Thoraxklinik at Heidelberg University Hospital, Heidelberg
| | - Florian Eichhorn
- Department of Thoracic Surgery, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Michael Meister
- Translational Research Unit, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Thomas Muley
- Translational Research Unit, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Rami A Elshafie
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - Jürgen R Fischer
- Department of Thoracic Oncology, Lungenklinik Löwenstein, Löwenstein, Germany
| | - Martin Faehling
- Department of Cardiology, Angiology and Pneumology, Klinikum Esslingen, Esslingen, Germany
| | - Mark Kriegsmann
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Peter Schirmacher
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Helge Bischoff
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital, Heidelberg
| | | | - Michael Thomas
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital, Heidelberg
| | - Petros Christopoulos
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital, Röntgenstraße 1, Heidelberg, Baden-Württemberg 69126, Germany
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Liquid Biopsy for Biomarker Testing in Non-Small Cell Lung Cancer: A European Perspective. JOURNAL OF MOLECULAR PATHOLOGY 2021. [DOI: 10.3390/jmp2030022] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
The development of targeted therapies has improved survival rates for patients with advanced non-small cell lung cancer (NSCLC). However, tissue biopsy is unfeasible or inadequate in many patients, limiting biomarker testing and access to targeted therapies. The increasing numbers of established and emerging biomarkers with available targeted treatments highlights the challenges associated with sequential single-gene testing and limited tissue availability. Multiplex next-generation sequencing (NGS) offers an attractive alternative and represents a logical next step, and in cases where the tumour is inaccessible, tissue biopsy yields insufficient tumour content, or when the patient’s performance status does not allow a tissue biopsy, liquid biopsy can provide valuable material for molecular diagnosis. Here, we explore the role of liquid biopsy (i.e., circulating cell-free DNA analysis) in Europe. Liquid biopsies could be used as a complementary approach to increase rates of molecular diagnosis, with the ultimate aim of improving patient access to appropriate targeted therapies. Expert opinion is also provided on potential future applications of liquid biopsy in NSCLC, including for cancer prevention, detection of early stage and minimum residual disease, monitoring of response to therapy, selection of patients for immunotherapy, and monitoring of tumour evolution to enable optimal adaptation/combination of drug therapies.
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Fisch D, Bozorgmehr F, Kazdal D, Kuon J, Klotz LV, Shah R, Eichhorn F, Kriegsmann M, Schneider MA, Muley T, Stenzinger A, Bischoff H, Christopoulos P. Comprehensive Dissection of Treatment Patterns and Outcome for Patients With Metastatic Large-Cell Neuroendocrine Lung Carcinoma. Front Oncol 2021; 11:673901. [PMID: 34307143 PMCID: PMC8295750 DOI: 10.3389/fonc.2021.673901] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Accepted: 06/23/2021] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND Large-cell neuroendocrine lung carcinoma (LCNEC) is a rare pulmonary neoplasm with poor prognosis and limited therapeutic options. METHODS We retrospectively analyzed all patients with metastatic LCNEC in the records of a large German academic center since 2010. RESULTS 191 patients were identified with a predominance of male (68%) smokers (92%) and a median age of 65 years. The single most important factor associated with outcome was the type of systemic treatment, with a median overall survival (OS) of 26.4 months in case of immune checkpoint inhibitor administration (n=13), 9.0 months for other patients receiving first-line platinum doublets (n=129), and 4.0 months with non-platinum chemotherapies (n=17, p<0.01). Other patient characteristics independently associated with longer OS were a lower baseline serum LDH (hazard ratio [HR] 0.54, p=0.008) and fewer initial metastatic sites (HR 0.52, p=0.006), while the platinum drug type (cisplatin vs. carboplatin) and cytotoxic partner (etoposide vs. paclitaxel), patients' smoking status and baseline levels of tumor markers (NSE, CYFRA 21-1, CEA) did not matter. 12% (23/191) of patients forewent systemic treatment, mainly due to tumor-related clinical deterioration (n=13), while patient refusal of therapy (n=5) and severe concomitant illness (n=5) were less frequent. The attrition between successive treatment lines was approximately 50% and similar for platinum-based vs. other therapies, but higher in case of a worse initial ECOG status or higher serum LDH (p<0.05). 19% (36/191) of patients had secondary stage IV disease and showed fewer metastatic sites, better ECOG status and longer OS (median 12.6 vs. 8.7 months, p=0.030). Among the 111 deceased patients with palliative systemic treatment and complete follow-up, after exclusion of oligometastatic cases (n=8), administration of local therapies (n=63 or 57%) was associated with a longer OS (HR 0.58, p=0.008), but this association did not persist with multivariable testing. CONCLUSIONS Highly active systemic therapies, especially immunotherapy and platinum doublets, are essential for improved outcome in LCNEC and influence OS stronger than clinical disease parameters, laboratory results and other patient characteristics. The attrition between chemotherapy lines is approximately 50%, similar to other NSCLC. Patients with secondary metastatic disease have a more favorable clinical phenotype and longer survival.
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Affiliation(s)
- David Fisch
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor diseases (NCT), Heidelberg University Hospital, Heidelberg, Germany
| | - Farastuk Bozorgmehr
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor diseases (NCT), Heidelberg University Hospital, Heidelberg, Germany
- Translational Lung Research Center Heidelberg, Member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - Daniel Kazdal
- Translational Lung Research Center Heidelberg, Member of the German Center for Lung Research (DZL), Heidelberg, Germany
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Jonas Kuon
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor diseases (NCT), Heidelberg University Hospital, Heidelberg, Germany
- Translational Lung Research Center Heidelberg, Member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - Laura V. Klotz
- Translational Lung Research Center Heidelberg, Member of the German Center for Lung Research (DZL), Heidelberg, Germany
- Department of Thoracic Surgery, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Rajiv Shah
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor diseases (NCT), Heidelberg University Hospital, Heidelberg, Germany
- Translational Lung Research Center Heidelberg, Member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - Florian Eichhorn
- Translational Lung Research Center Heidelberg, Member of the German Center for Lung Research (DZL), Heidelberg, Germany
- Department of Thoracic Surgery, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Mark Kriegsmann
- Translational Lung Research Center Heidelberg, Member of the German Center for Lung Research (DZL), Heidelberg, Germany
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Marc A. Schneider
- Translational Lung Research Center Heidelberg, Member of the German Center for Lung Research (DZL), Heidelberg, Germany
- Translational Research Unit, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Thomas Muley
- Translational Lung Research Center Heidelberg, Member of the German Center for Lung Research (DZL), Heidelberg, Germany
- Translational Research Unit, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Albrecht Stenzinger
- Translational Lung Research Center Heidelberg, Member of the German Center for Lung Research (DZL), Heidelberg, Germany
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Helge Bischoff
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor diseases (NCT), Heidelberg University Hospital, Heidelberg, Germany
| | - Petros Christopoulos
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor diseases (NCT), Heidelberg University Hospital, Heidelberg, Germany
- Translational Lung Research Center Heidelberg, Member of the German Center for Lung Research (DZL), Heidelberg, Germany
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Daniello L, Elshiaty M, Bozorgmehr F, Kuon J, Kazdal D, Schindler H, Shah R, Volckmar AL, Lusky F, Diekmann L, Liersch S, Faehling M, Muley T, Kriegsmann M, Benesova K, Stenzinger A, Thomas M, Christopoulos P. Therapeutic and Prognostic Implications of Immune-Related Adverse Events in Advanced Non-Small-Cell Lung Cancer. Front Oncol 2021; 11:703893. [PMID: 34268127 PMCID: PMC8277237 DOI: 10.3389/fonc.2021.703893] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Accepted: 06/09/2021] [Indexed: 01/14/2023] Open
Abstract
Introduction PD-(L)1 inhibitors have improved prognosis of non-small-cell lung cancer (NSCLC), but can also cause immune-related adverse events (irAEs) that complicate management. Methods We analyzed NSCLC patients receiving PD-(L)1 inhibitors from 2012 to 2020 in a German academic center. Results IrAE showed comparable frequencies in stage IV (198/894 or 22%) vs. III (14/45 or 31%, p = 0.15), after anti-PD-(L)1 monotherapy vs. chemoimmunotherapy (139/483 vs. 58/213, p = 0.75), and across treatment lines. In stage IV, irAE occurred after 3.1 months in median, affected multiple organs (median 2) in 27/894 patients and were associated with PD-L1 positivity (25 vs. 14%, p = 0.003), lower neutrophil-to-lymphocyte ratios (29 vs. 17%, p < 0.001 for NLR dichotomized at 5), better ECOG status (26 vs. 18% for 0 vs. 1, p = 0.004), but not related to age, sex, smoking and palliative radiotherapy. Two hundred thirty two irAEs occurred mostly in endocrine glands (4.9%), lungs (4.4%), the musculoskeletal system (4.2%), colon (4.1%), liver (3.7%), and skin (2.6%), while pneumonitis was most frequent with durvalumab following definitive chemoradiation (16% or 7/45, p < 0.01). IrAE severity was grade 1 in 11%, 2 in 41%, 3 in 36%, and 4 in 11% events, while two were lethal (<1%, myocarditis and pneumonitis). Therapy was suspended in 72%, while steroids were initiated in 66% and complemented by other immunosuppressants in 6%, with longest treatment duration for rheumatic events (mean >3 months), and average cumulative prednisone doses >700 mg for all organs, except for skin. Patients developing irAE had longer progression-free (PFS) and overall survival (OS) in multivariable 12/14-week landmark analyses including ECOG status, treatment line, treatment type, PD-L1 TPS, and NLR (median PFS 17 vs. 10 months, HR = 0.68, p = 0.009; median OS 37 vs. 15 months, HR = 0.40, p < 0.001), regardless of grade. OS was longest with skin (95% at 2 years) and shortest with pneumonitis, hepatitis, neurologic, and cardiologic irAE (38, 37, 28, and 0% at 2 years, p < 0.001). Conclusions Approximately one-fourth of immunotherapy-treated NSCLC patients develop irAEs, most of which necessitate treatment suspension and steroids. Despite more frequent occurrence with PD-L1 positive tumors, lower NLR, and better ECOG PS, irAEs are independently associated with longer survival, especially when affecting the skin. Lethality is below 1%.
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Affiliation(s)
- Lea Daniello
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center of Lung Research (DZL), Heidelberg, Germany
| | - Mariam Elshiaty
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center of Lung Research (DZL), Heidelberg, Germany
| | - Farastuk Bozorgmehr
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center of Lung Research (DZL), Heidelberg, Germany
| | - Jonas Kuon
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center of Lung Research (DZL), Heidelberg, Germany
| | - Daniel Kazdal
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center of Lung Research (DZL), Heidelberg, Germany.,Institute of Pathology Heidelberg, Heidelberg, Germany
| | - Hannah Schindler
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center of Lung Research (DZL), Heidelberg, Germany
| | - Rajiv Shah
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center of Lung Research (DZL), Heidelberg, Germany
| | | | - Fabienne Lusky
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center of Lung Research (DZL), Heidelberg, Germany
| | - Leonore Diekmann
- Department of Internal Medicine V, Hematology, Oncology und Rheumatology, Heidelberg University Hospital, Heidelberg, Germany
| | - Stephan Liersch
- Department of Pharmacy, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Martin Faehling
- Department of Cardiology, Angiology and Pneumology, Esslingen Hospital, Esslingen, Germany
| | - Thomas Muley
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center of Lung Research (DZL), Heidelberg, Germany.,Translational Research Unit, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Mark Kriegsmann
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center of Lung Research (DZL), Heidelberg, Germany.,Institute of Pathology Heidelberg, Heidelberg, Germany
| | - Karolina Benesova
- Department of Internal Medicine V, Hematology, Oncology und Rheumatology, Heidelberg University Hospital, Heidelberg, Germany
| | - Albrecht Stenzinger
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center of Lung Research (DZL), Heidelberg, Germany.,Institute of Pathology Heidelberg, Heidelberg, Germany
| | - Michael Thomas
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center of Lung Research (DZL), Heidelberg, Germany
| | - Petros Christopoulos
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center of Lung Research (DZL), Heidelberg, Germany
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Christopoulos P, Bozorgmehr F, Brückner L, Chung I, Krisam J, Schneider MA, Stenzinger A, Eickhoff R, Mueller DW, Thomas M. Brigatinib versus other second-generation ALK inhibitors as initial treatment of anaplastic lymphoma kinase positive non-small cell lung cancer with deep phenotyping: study protocol of the ABP trial. BMC Cancer 2021; 21:743. [PMID: 34182952 PMCID: PMC8240323 DOI: 10.1186/s12885-021-08460-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Accepted: 06/08/2021] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Availability of potent anaplastic lymphoma kinase (ALK) tyrosine kinase inhibitors (TKI) has pushed the median survival of ALK+ non-smallcell lung cancer (NSCLC) patients to over five years. In particular, second-generation ALK TKI have demonstrated superiority compared to the first-generation compound crizotinib and are meanwhile standard first-line treatment. However, clinical courses of individual patients vary widely, with secondary development of drug resistance and intracranial progression remaining important problems. While these limitations highlight the need for better disease monitoring and additional therapeutic tools, molecular tumor features are increasingly recognized as crucial determinants of clinical outcome. This trial aims to optimize management of ALK+ NSCLC by analyzing the efficacy of second-generation ALK inhibitors in conjunction with deep longitudinal phenotyping across two treatment lines. METHODS/DESIGN In this exploratory prospective phase II clinical trial, newly diagnosed ALK+ NSCLC patients will be randomized into two treatment arms, stratified by presence of brain metastases and ECOG performance status: brigatinib (experimental arm) vs. any other approved second-generation ALK TKI. Tumor tissue and blood samples will be collected for biomarker analysis at the beginning and throughout the study period to investigate baseline molecular tumor properties and analyze the development of acquired drug resistance. In addition, participating investigators and patients will have the possibility of fast-track molecular tumor and ctDNA profiling at the time of disease progression using state-of-the-art next-generation sequencing (NGS), in order to support decisions regarding next-line therapy. DISCUSSION Besides supporting therapeutic decisions for enrolled patients, the ABP trial primarily aims to deepen the understanding of the underlying biology and facilitate development of a framework for individualized management of ALK+ NSCLC according to molecular features. Patients with low molecular risk and the perspective of a "chronic disease" will be distinguished from "high-risk" cases, molecular properties of which will be utilized to elaborate improved methods of non-invasive monitoring and novel preclinical models in order to advance therapeutic strategies. TRIAL REGISTRATION Clinicaltrials.gov , NCT04318938. Registered March 182,020, https://www.clinicaltrials.gov/ct2/show/NCT04318938 Eudra-CT, 2019-001828-36. Registered September 302,019, https://www.clinicaltrialsregister.eu/ctr-search/search?query=2019-001828-36.
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Affiliation(s)
- Petros Christopoulos
- Department of Thoracic Oncology, Thoraxklinik at University Hospital of Heidelberg, Röntgenstraße 1, 69126, Heidelberg, Germany.,Translational Lung Research Center Heidelberg TLRCH, Member of the German Center for Lung Research DZL, Im Neuenheimer Feld 156, 69120, Heidelberg, Germany
| | - Farastuk Bozorgmehr
- Department of Thoracic Oncology, Thoraxklinik at University Hospital of Heidelberg, Röntgenstraße 1, 69126, Heidelberg, Germany.,Translational Lung Research Center Heidelberg TLRCH, Member of the German Center for Lung Research DZL, Im Neuenheimer Feld 156, 69120, Heidelberg, Germany
| | - Lena Brückner
- Department of Thoracic Oncology, Thoraxklinik at University Hospital of Heidelberg, Röntgenstraße 1, 69126, Heidelberg, Germany.,Translational Lung Research Center Heidelberg TLRCH, Member of the German Center for Lung Research DZL, Im Neuenheimer Feld 156, 69120, Heidelberg, Germany
| | - Inn Chung
- Department of Thoracic Oncology, Thoraxklinik at University Hospital of Heidelberg, Röntgenstraße 1, 69126, Heidelberg, Germany.,Translational Lung Research Center Heidelberg TLRCH, Member of the German Center for Lung Research DZL, Im Neuenheimer Feld 156, 69120, Heidelberg, Germany
| | - Johannes Krisam
- University Hospital of Heidelberg, Institute of Medical Biometry and Informatics, Im Neuenheimer Feld 130.3, 69120, Heidelberg, Germany
| | - Marc A Schneider
- Translational Lung Research Center Heidelberg TLRCH, Member of the German Center for Lung Research DZL, Im Neuenheimer Feld 156, 69120, Heidelberg, Germany.,Translational Research Unit (STF), Thoraxklinik at University Hospital of Heidelberg, Röntgenstraße 1, 69126, Heidelberg, Germany
| | - Albrecht Stenzinger
- Translational Lung Research Center Heidelberg TLRCH, Member of the German Center for Lung Research DZL, Im Neuenheimer Feld 156, 69120, Heidelberg, Germany.,University of Heidelberg, Institute of Pathology, Im Neuenheimer Feld 224, 69120, Heidelberg, Germany
| | - Regina Eickhoff
- Institut für Klinische Krebsforschung IKF GmbH am Krankenhaus Nordwest, Steinbacher Hohl 2-26, 60488, Frankfurt am Main, Germany
| | - Daniel W Mueller
- Institut für Klinische Krebsforschung IKF GmbH am Krankenhaus Nordwest, Steinbacher Hohl 2-26, 60488, Frankfurt am Main, Germany
| | - Michael Thomas
- Department of Thoracic Oncology, Thoraxklinik at University Hospital of Heidelberg, Röntgenstraße 1, 69126, Heidelberg, Germany. .,Translational Lung Research Center Heidelberg TLRCH, Member of the German Center for Lung Research DZL, Im Neuenheimer Feld 156, 69120, Heidelberg, Germany.
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Budczies J, Kirchner M, Kluck K, Kazdal D, Glade J, Allgäuer M, Kriegsmann M, Heußel CP, Herth FJ, Winter H, Meister M, Muley T, Goldmann T, Fröhling S, Wermke M, Waller CF, Tufman A, Reck M, Peters S, Schirmacher P, Thomas M, Christopoulos P, Stenzinger A. Deciphering the immunosuppressive tumor microenvironment in ALK- and EGFR-positive lung adenocarcinoma. Cancer Immunol Immunother 2021; 71:251-265. [PMID: 34125345 PMCID: PMC8783861 DOI: 10.1007/s00262-021-02981-w] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2020] [Accepted: 06/04/2021] [Indexed: 01/05/2023]
Abstract
Introduction The advent of immune checkpoint blockade (ICB) has led to significantly improved disease outcome in lung adenocarcinoma (ADC), but response of ALK/EGFR-positive tumors to immune therapy is limited. The underlying immune biology is incompletely understood. Methods We performed comparative mRNA expression profiling of 31 ALK-positive, 40 EGFR-positive and 43 ALK/EGFR-negative lung ADC focused on immune gene expression. The presence and levels of tumor infiltration lymphocytes (TILs) as well as fourteen specific immune cell populations were estimated from the gene expression profiles. Results While total TILs were not lower in ALK-positive and EGFR-positive tumors compared to ALK/EGFR-negative tumors, specific immunosuppressive characteristics were detected in both subgroups: In ALK-positive tumors, regulatory T cells were significantly higher compared to EGFR-positive (fold change: FC = 1.9, p = 0.0013) and ALK/EGFR-negative tumors (FC = 2.1, p = 0.00047). In EGFR-positive tumors, cytotoxic cells were significantly lower compared to ALK-positive (FC = − 1.7, p = 0.016) and to ALK/EGFR-negative tumors (FC = − 2.1, p = 2.0E-05). A total number of 289 genes, 40 part of cytokine–cytokine receptor signaling, were differentially expressed between the three subgroups. Among the latter, five genes were differently expressed in both ALK-positive and EGFR-positive tumors, while twelve genes showed differential expression solely in ALK-positive tumors and eleven genes solely in EGFR-positive tumors. Conclusion Targeted gene expression profiling is a promising tool to read out tumor microenvironment characteristics from routine diagnostic lung cancer biopsies. Significant immune reactivity including specific immunosuppressive characteristics in ALK- and EGFR-positive lung ADC, but not a total absence of immune infiltration supports further clinical evaluation of immune-modulators as partners of ICB in such tumors. Supplementary Information The online version contains supplementary material available at 10.1007/s00262-021-02981-w.
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Affiliation(s)
- Jan Budczies
- Institute of Pathology, Heidelberg University Hospital, Im Neuenheimer Feld 224, Heidelberg, Germany. .,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany. .,Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany.
| | - Martina Kirchner
- Institute of Pathology, Heidelberg University Hospital, Im Neuenheimer Feld 224, Heidelberg, Germany
| | - Klaus Kluck
- Institute of Pathology, Heidelberg University Hospital, Im Neuenheimer Feld 224, Heidelberg, Germany.,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Daniel Kazdal
- Institute of Pathology, Heidelberg University Hospital, Im Neuenheimer Feld 224, Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - Julia Glade
- Institute of Pathology, Heidelberg University Hospital, Im Neuenheimer Feld 224, Heidelberg, Germany
| | - Michael Allgäuer
- Institute of Pathology, Heidelberg University Hospital, Im Neuenheimer Feld 224, Heidelberg, Germany
| | - Mark Kriegsmann
- Institute of Pathology, Heidelberg University Hospital, Im Neuenheimer Feld 224, Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - Claus-Peter Heußel
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany.,Department of Diagnostic and Interventional Radiology With Nuclear Medicine, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany.,Department of Diagnostic and Interventional Radiology, University Hospital, Heidelberg, Germany
| | - Felix J Herth
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany.,Department of Pneumology, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Hauke Winter
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany.,Department of Thoracic Surgery, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Michael Meister
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany.,Translational Research Unit, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Thomas Muley
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany.,Translational Research Unit, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Torsten Goldmann
- Pathology of the University Medical Center Schleswig-Holstein (UKSH), Campus Lübeck and the Research Center Borstel, Borstel, Germany.,Airway Research Center North (ARCN), Member of German Center of Lung Research (DZL), Giessen, Germany
| | - Stefan Fröhling
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Translational Oncology, National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Martin Wermke
- Department of Thoracic Oncology, Dresden University Hospital, Dresden, Germany
| | - Cornelius F Waller
- Department of Haematology, Oncology and Stem Cell Transplantation, University Medical Centre Freiburg, Freiburg, Germany
| | - Amanda Tufman
- Division of Respiratory Medicine and Thoracic Oncology, Department of Internal Medicine V and Thoracic Oncology Centre Munich, Comprehensive Pneumology Center, Member of the German Center for Lung Research (DZL), University of Munich (LMU), Munich, Germany
| | - Martin Reck
- Airway Research Center North (ARCN), Member of German Center of Lung Research (DZL), Giessen, Germany.,Department of Thoracic Oncology, Lung Clinic Grosshansdorf, Grosshansdorf, Germany
| | - Solange Peters
- Department of Oncology, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne University, Lausanne, Switzerland
| | - Peter Schirmacher
- Institute of Pathology, Heidelberg University Hospital, Im Neuenheimer Feld 224, Heidelberg, Germany.,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Michael Thomas
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany.,Department of Thoracic Oncology, Thoraxklinik At Heidelberg University Hospital, Heidelberg, Germany
| | - Petros Christopoulos
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany.,Department of Thoracic Oncology, Thoraxklinik At Heidelberg University Hospital, Heidelberg, Germany
| | - Albrecht Stenzinger
- Institute of Pathology, Heidelberg University Hospital, Im Neuenheimer Feld 224, Heidelberg, Germany.,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany
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Nadal E, Bautista D, Cabezón-Gutiérrez L, Ortega AL, Torres H, Carcedo D, Ruiz de Alda L, Garcia JF, Vieitez P, Rojo F. Clinical and economic impact of current ALK rearrangement testing in Spain compared with a hypothetical no-testing scenario. BMC Cancer 2021; 21:689. [PMID: 34112097 PMCID: PMC8194132 DOI: 10.1186/s12885-021-08407-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Accepted: 05/25/2021] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND Currently biomarkers play an essential role in diagnosis, treatment, and management of cancer. In non-small cell lung cancer (NSCLC) determination of biomarkers such as ALK, EGFR, ROS1 or PD-L1 is mandatory for an adequate treatment decision. The aim of this study is to determine the clinical and economic impact of current anaplastic lymphoma kinase testing scenario in Spain. METHODS A joint model, composed by decision-tree and Markov models, was developed to estimate the long-term health outcomes and costs of NSCLC patients, by comparing the current testing scenario for ALK in Spain vs a hypothetical no-testing. The current distribution of testing strategies for ALK determination and their sensitivity and specificity data were obtained from the literature. Treatment allocation based on the molecular testing result were defined by a panel of Spanish experts. To assess long-term effects of each treatment, 3-states Markov models were developed, where progression-free survival and overall survival curves were extrapolated using exponential models. Medical direct costs (expressed in €, 2019) were included. A lifetime horizon was used and a discount rate of 3% was applied for both costs and health effects. Several sensitivity analyses, both deterministic and probabilistic, were performed in order test the robustness of the analysis. RESULTS We estimated a target population of 7628 NSCLC patients, including those with non-squamous histology and those with squamous carcinomas who were never smokers. Over the lifetime horizon, the current ALK testing scenario produced additional 5060 and 3906 life-years and quality-adjusted life-years (QALY), respectively, compared with the no-testing scenario. Total direct costs were increased up to € 51,319,053 for testing scenario. The incremental cost-effectiveness ratio was 10,142 €/QALY. The sensitivity analyses carried out confirmed the robustness of the base-case results, being the treatment allocation and the test accuracy (sensitivity and specificity data) the key drivers of the model. CONCLUSIONS ALK testing in advanced NSCLC patients, non-squamous and never-smoker squamous, provides more than 3000 QALYs in Spain over a lifetime horizon. Comparing this gain in health outcomes with the incremental costs, the resulting incremental cost-effectiveness ratio reinforces that testing non-squamous and never-smoker squamous NSCLC is a cost-effective strategy in Spain.
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Affiliation(s)
- Ernest Nadal
- Catalan Institute of Oncology, Hospital Duran i Reynals, IDIBELL, L'Hospitalet de Llobregat, Spain
| | | | | | | | - Héctor Torres
- Hospital Universitario Central de Asturias, Oviedo, Spain
| | | | | | | | | | - Federico Rojo
- Hospital Universitario Fundacion Jimenez Diaz - CIBERONC, Madrid, Spain
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Melosky B, Wheatley-Price P, Juergens RA, Sacher A, Leighl NB, Tsao MS, Cheema P, Snow S, Liu G, Card PB, Chu Q. The rapidly evolving landscape of novel targeted therapies in advanced non-small cell lung cancer. Lung Cancer 2021; 160:136-151. [PMID: 34353680 DOI: 10.1016/j.lungcan.2021.06.002] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 05/25/2021] [Accepted: 06/02/2021] [Indexed: 01/15/2023]
Abstract
Lung cancer is a highly heterogeneous disease often driven by well-characterized driver mutations. Although the best studied are common alterations in the epidermal growth factor receptor (EGFR) and anaplastic lymphoma kinase (ALK) oncogenes, rapid advances in molecular characterization has led to the development of novel therapeutics that inhibit additional oncogenic alterations in advanced NSCLC. The literature search identified 62 eligible phase I/II clinical trials or integrated analyses of assessing novel targeted agents against the following molecular alterations: ROS1-rearranged, BRAF V600E-mutant, NTRK-rearranged, MET-altered, uncommon EGFR-mutant, RET-rearranged, HER2-positive, KRAS G12C-mutant and NRG1-rearranged. This rapidly evolving field has produced many new targeted treatment options and promising outcomes have led to the FDA approval of seven novel agents for use in ROS1-rearranged, BRAF V600E-mutant, NTRK-rearranged, MET exon 14 skipping-mutant or RET-rearranged advanced NSCLC. Research continues at a rapid pace, with a number of phase III trials underway to fully evaluate new promising agents under development for improving outcomes in patients with NSCLC harboring distinct molecular subtypes. This review will provide a comprehensive summary of existing data as well as a user-friendly guide on the current status of novel targeted therapy in oncogene-driven advanced NSCLC.
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Affiliation(s)
- Barbara Melosky
- Medical Oncology, BCCA - 600 W 10th Ave, Vancouver, BC, V5Z 4E6, Canada.
| | - Paul Wheatley-Price
- Ottawa Hospital Research Institute, University of Ottawa, 501 Smyth Box 511, Ottawa, ON, K1H 8L6, Canada
| | - Rosalyn A Juergens
- Juravinski Cancer Centre, McMaster University, 699 Concession Street, Hamilton, ON, L8V5C2, Canada
| | - Adrian Sacher
- Princess Margaret Cancer Centre, University of Toronto, 101 College Street, Toronto, ON, M5G1L7, Canada
| | - Natasha B Leighl
- Princess Margaret Cancer Centre, University of Toronto, 7-913 700 University Avenue, Toronto, ON, M5G1Z5, Canada
| | - Ming-Sound Tsao
- Princess Margaret Cancer Centre, University of Toronto, 101 College Street, Toronto, ON, M5G1L7, Canada
| | - Parneet Cheema
- William Osler Health System, University of Toronto, 101 Humber College Blvd, Etobicoke, ON, M9V 1R8, Canada
| | - Stephanie Snow
- QEII Health Sciences Centre, Dalhousie University, 1276 South Park Street Halifax, NS, B3H 2Y9, Canada
| | - Geoffrey Liu
- Princess Margaret Cancer Centre, University of Toronto, 101 College Street, Toronto, ON, M5G1L7, Canada
| | - Paul B Card
- Kaleidoscope Strategic Inc., 146 Marion St., Toronto, ON, M6R 1E7, Canada
| | - Quincy Chu
- Cross Cancer Institute, University of Alberta, 11560 University Ave, 2nd Floor, Edmonton, AB, T6G 1Z2, Canada
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40
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El Shafie RA, Seidensaal K, Bozorgmehr F, Kazdal D, Eichkorn T, Elshiaty M, Weber D, Allgäuer M, König L, Lang K, Forster T, Arians N, Rieken S, Heussel CP, Herth FJ, Thomas M, Stenzinger A, Debus J, Christopoulos P. Effect of timing, technique and molecular features on brain control with local therapies in oncogene-driven lung cancer. ESMO Open 2021; 6:100161. [PMID: 34090172 PMCID: PMC8182387 DOI: 10.1016/j.esmoop.2021.100161] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2021] [Revised: 04/24/2021] [Accepted: 04/29/2021] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND The improved efficacy of tyrosine kinase inhibitors (TKI) mandates reappraisal of local therapy (LT) for brain metastases (BM) of oncogene-driven non-small-cell lung cancer (NSCLC). PATIENTS AND METHODS This study included all epidermal growth factor receptor-mutated (EGFR+, n = 108) and anaplastic lymphoma kinase-rearranged (ALK+, n = 33) TKI-naive NSCLC patients diagnosed with BM in the Thoraxklinik Heidelberg between 2009 and 2019. Eighty-seven patients (62%) received early LT, while 54 (38%) received delayed (n = 34; 24%) or no LT (n = 20; 14%). LT comprised stereotactic (SRT; n = 40; 34%) or whole-brain radiotherapy (WBRT; n = 77; 66%), while neurosurgical resection was carried out in 19 cases. RESULTS Median overall survival (OS) was 49.1 months for ALK+ and 19.5 months for EGFR+ patients (P = 0.001), with similar median intracranial progression-free survival (icPFS) (15.7 versus 14.0 months, respectively; P = 0.80). Despite the larger and more symptomatic BM (P < 0.001) of patients undergoing early LT, these experienced longer icPFS [hazard ratio (HR) 0.52; P = 0.024], but not OS (HR 1.63; P = 0.12), regardless of the radiotherapy technique (SRT versus WBRT) and number of lesions. High-risk oncogene variants, i.e. non-del19 EGFR mutations and 'short' EML4-ALK fusions (mainly variant 3, E6:A20), were associated with earlier intracranial progression (HR 2.97; P = 0.001). The longer icPFS with early LT was also evident in separate analyses of the EGFR+ and ALK+ subsets. CONCLUSIONS Despite preferential use for cases with poor prognostic factors, early LT prolongs the icPFS, but not OS, in TKI-treated EGFR+/ALK+ NSCLC. Considering the lack of survival benefit, and the neurocognitive effects of WBRT, patients presenting with polytopic BM may benefit from delaying radiotherapy, or from radiosurgery of multiple or selected lesions. For SRT candidates, the improved tumor control with earlier radiotherapy should be weighed against the potential toxicity and the enhanced intracranial activity of newer TKI. High-risk EGFR/ALK variants are associated with earlier intracranial failure and identify patients who could benefit from more aggressive management.
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Affiliation(s)
- R A El Shafie
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany; National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Heidelberg, Germany; Department of Radiology and Nuclear Medicines, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany.
| | - K Seidensaal
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany; National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Heidelberg, Germany; Department of Radiology and Nuclear Medicines, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - F Bozorgmehr
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - D Kazdal
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany; Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - T Eichkorn
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany; National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Heidelberg, Germany; Department of Radiology and Nuclear Medicines, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - M Elshiaty
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - D Weber
- Institute of Medical Biometry and Informatics (IMBI), Heidelberg University Hospital, Heidelberg, Germany
| | - M Allgäuer
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany; Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - L König
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany; National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Heidelberg, Germany; Department of Radiology and Nuclear Medicines, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - K Lang
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany; National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Heidelberg, Germany; Department of Radiology and Nuclear Medicines, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - T Forster
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany; National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Heidelberg, Germany; Department of Radiology and Nuclear Medicines, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - N Arians
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany; National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Heidelberg, Germany; Department of Radiology and Nuclear Medicines, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - S Rieken
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany; National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Heidelberg, Germany; University Medical Center Göttingen, Department of Radiation Oncology, Göttingen, Germany
| | - C-P Heussel
- Department of Radiology and Nuclear Medicines, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - F J Herth
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany; Department of Pneumology, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - M Thomas
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany; National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - A Stenzinger
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany; Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - J Debus
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany; National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Heidelberg, Germany; National Center for Tumor Diseases (NCT), Heidelberg, Germany; Clinical Cooperation Unit Radiation Oncology (E050), German Cancer Research Center (DKFZ), Heidelberg, Germany; Deutsches Konsortium für Translationale Krebsforschung (DKTK), Partner Site Heidelberg, German Cancer Research Center (DKFZ), Heidelberg, Germany; Heidelberger Ionenstrahltherapie-Zentrum (HIT), Heidelberg, Germany
| | - P Christopoulos
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany; National Center for Tumor Diseases (NCT), Heidelberg, Germany.
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Christopoulos P, Dietz S, Angeles AK, Rheinheimer S, Kazdal D, Volckmar AL, Janke F, Endris V, Meister M, Kriegsmann M, Zemojtel T, Reck M, Stenzinger A, Thomas M, Sültmann H. Earlier extracranial progression and shorter survival in ALK-rearranged lung cancer with positive liquid rebiopsies. Transl Lung Cancer Res 2021; 10:2118-2131. [PMID: 34164264 PMCID: PMC8182700 DOI: 10.21037/tlcr-21-32] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Background Liquid rebiopsies can detect resistance mutations to guide therapy of anaplastic lymphoma kinase-rearranged (ALK+) non-small-cell lung cancer (NSCLC) failing tyrosine kinase inhibitors (TKI). Here, we analyze how their results relate to the anatomical pattern of disease progression and patient outcome. Methods Clinical, molecular, and radiologic characteristics of consecutive TKI-treated ALK+ NSCLC patients were analyzed using prospectively collected plasma samples and the 17-gene targeted AVENIO kit, which covers oncogenic drivers and all TP53 exons. Results In 56 patients, 139 instances of radiologic changes were analyzed, of which 133 corresponded to disease progression. Circulating tumor DNA (ctDNA) alterations were identified in most instances of extracranial progression (58/94 or 62%), especially if concomitant intracranial progression was also present (89%, P<0.001), but rarely in case of isolated central nervous system (CNS) progression (8/39 or 21%, P<0.001). ctDNA detectability correlated with presence of “short” echinoderm microtubule-associated protein-like 4 (EML4)-ALK fusion variants (mainly V3, E6:A20) and/or TP53 mutations (P<0.05), and presented therapeutic opportunities in <50% of cases. Patients with extracranial progression and positive liquid biopsies had shorter survival from the start of palliative treatment (mean 52 vs. 69 months, P=0.002), regardless of previous and subsequent therapy and initial ECOG performance status. Furthermore, for patients with extracranial progression, ctDNA detectability was associated with shorter next-line progression-free survival (PFS) (3 vs. 13 months, P=0.003) if they were switched to another systemic therapy (49/86 samples), and with shorter time-to-next-treatment (TNT) (3 vs. 8 months, P=0.004) if they were continued on the same treatment due to oligoprogression (37/86). In contrast, ctDNA detectability was not associated with the outcome of patients showing CNS-only progression. In 6/6 cases with suspicion of non-neoplastic radiologic lung changes (mainly infection or pneumonitis), ctDNA results remained negative. Conclusions Positive blood-based liquid rebiopsies in ALK+ NSCLC characterize biologically more aggressive disease and are common with extracranial, but rare with CNS-only progression or benign radiologic changes. These results reconcile the increased detection of ALK resistance mutations with other features of the high-risk EML4-ALK V3-associated phenotype. Conversely, most oligoprogressive patients with negative liquid biopsies have a more indolent course without need for early change of systemic treatment.
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Affiliation(s)
- Petros Christopoulos
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany.,Division of Cancer Genome Research, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), Heidelberg, Germany
| | - Steffen Dietz
- Division of Cancer Genome Research, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Arlou K Angeles
- Division of Cancer Genome Research, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Stephan Rheinheimer
- Department of Diagnostic and Interventional Radiology with Nuclear Medicine, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany.,Department of Diagnostic and Interventional Radiology, Heidelberg University Hospital, Heidelberg, Germany
| | - Daniel Kazdal
- Translational Lung Research Center Heidelberg (TLRC-H), Heidelberg, Germany.,Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Anna-Lena Volckmar
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Florian Janke
- Division of Cancer Genome Research, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany.,Medical Faculty, Heidelberg University, Heidelberg, Germany
| | - Volker Endris
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Michael Meister
- Translational Lung Research Center Heidelberg (TLRC-H), Heidelberg, Germany.,Translational Research Unit, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Mark Kriegsmann
- Translational Lung Research Center Heidelberg (TLRC-H), Heidelberg, Germany.,Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Thomasz Zemojtel
- Charité - Universitätsmedizin Berlin, BIH - Genomics Core Unit, Berlin, Germany
| | - Martin Reck
- Lungenclinic Großhansdorf, Großhansdorf, Germany
| | - Albrecht Stenzinger
- Translational Lung Research Center Heidelberg (TLRC-H), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany.,Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Michael Thomas
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), Heidelberg, Germany
| | - Holger Sültmann
- Division of Cancer Genome Research, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), Heidelberg, Germany.,German Cancer Consortium (DKTK), Heidelberg, Germany
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Elsayed M, Bozorgmehr F, Kazdal D, Volckmar AL, Sültmann H, Fischer JR, Kriegsmann M, Stenzinger A, Thomas M, Christopoulos P. Feasibility and Challenges for Sequential Treatments in ALK-Rearranged Non-Small-Cell Lung Cancer. Front Oncol 2021; 11:670483. [PMID: 33959513 PMCID: PMC8096170 DOI: 10.3389/fonc.2021.670483] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Accepted: 03/25/2021] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Anaplastic lymphoma kinase-rearranged non-small-cell lung cancer (ALK+ NSCLC) is a model disease for use of targeted therapies (TKI), which are administered sequentially to maximize patient survival. METHODS We retrospectively analyzed the flow of 145 consecutive TKI-treated ALK+ NSCLC patients across therapy lines. Suitable patients that could not receive an available next-line therapy ("attrition") were determined separately for various treatments, based on the approval status of the respective targeted drugs when each treatment failure occurred in each patient. RESULTS At the time of analysis, 70/144 (49%) evaluable patients were still alive. Attrition rates related to targeted treatments were approximately 25-30% and similar for administration of a second-generation (2G) ALK inhibitor (22%, 17/79) or any subsequent systemic therapy (27%, 27/96) after crizotinib, and for the administration of lorlatinib (27%, 6/22) or any subsequent systemic therapy (25%, 15/61) after any 2G TKI. The rate of chemotherapy implementation was 67% (62/93). Both administration of additional TKI (median overall survival [mOS] 59 vs. 41 months for multiple vs. one TKI lines, logrank p=0.002), and chemotherapy (mOS 41 vs. 16 months, logrank p<0.001) were significantly associated with longer survival. Main reason for patients foregoing any subsequent systemic treatment was rapid clinical deterioration (n=40/43 or 93%) caused by tumor progression. In 2/3 of cases (29/43), death occurred under the first failing therapy, while in 11/43 the treatment was switched, but the patient did not respond, deteriorated further, and died within 8 weeks. CONCLUSIONS Despite absence of regulatory obstacles and no requirement for specific acquired mutations, 25-30% of ALK+ NSCLC patients forego subsequent systemic therapy due to rapid clinical deterioration, in several cases (approximately 1/3) associated with an ineffective first next-line choice. These results underline the need for closer patient monitoring and broader profiling in order to support earlier and better directed use of available therapies.
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Affiliation(s)
- Mei Elsayed
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany
| | - Farastuk Bozorgmehr
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany
- Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
| | - Daniel Kazdal
- Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Anna-Lena Volckmar
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Holger Sültmann
- Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
- Division of Cancer Genome Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Jürgen R. Fischer
- Department of Thoracic Oncology, Lungenklinik Löwenstein, Löwenstein, Germany
| | - Mark Kriegsmann
- Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Albrecht Stenzinger
- Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Michael Thomas
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany
- Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
| | - Petros Christopoulos
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor diseases (NCT) at Heidelberg University Hospital, Heidelberg, Germany
- Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
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Bozorgmehr F, Kazdal D, Chung I, Kirchner M, Magios N, Kriegsmann M, Allgäuer M, Klotz LV, Muley T, El Shafie RA, Fischer JR, Faehling M, Stenzinger A, Thomas M, Christopoulos P. De Novo Versus Secondary Metastatic EGFR-Mutated Non-Small-Cell Lung Cancer. Front Oncol 2021; 11:640048. [PMID: 33898315 PMCID: PMC8063726 DOI: 10.3389/fonc.2021.640048] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Accepted: 02/01/2021] [Indexed: 12/12/2022] Open
Abstract
Background Metastatic epidermal growth factor receptor-mutated (EGFR+) non-small-cell lung cancer (NSCLC) can present de novo or following previous nonmetastatic disease (secondary). Potential differences between these two patient subsets are unclear at present. Methods We retrospectively analyzed characteristics of tyrosine kinase inhibitor (TKI)-treated patients with de novo vs. secondary metastatic EGFR+ NSCLC until December 2019 (n = 401). Results De novo metastatic disease was 4× more frequent than secondary (n = 83/401), but no significant differences were noted regarding age (median 66 vs. 70 years), sex (65% vs. 65% females), smoking history (67% vs. 62% never/light-smokers), and histology (both >95% adenocarcinoma). Patients with secondary metastatic disease showed a better ECOG performance status (PS 0-1 67%-32% vs. 46%-52%, p = 0.003), fewer metastatic sites (mean 1.3 vs. 2.0, p < 0.001), and less frequent brain involvement (16% vs. 28%, p = 0.022) at the time of stage IV diagnosis. Progression-free survival (PFS) under TKI (median 17 for secondary vs. 12 months for de novo, p = 0.26) and overall survival (OS, 29 vs. 25 months, respectively, p = 0.47) were comparable. EGFR alterations (55% vs. 60% exon 19 deletions), TP53 mutation rate at baseline (47% vs. 43%, n = 262), and T790M positivity at the time of TKI failure (51% vs. 56%, n = 193) were also similar. OS according to differing characteristics, e.g., presence or absence of brain metastases (19-20 or 30-31 months, respectively, p = 0.001), and ECOG PS 0 or 1 or 2 (32-34 or 20-23 or 5-7 months, respectively, p < 0.001), were almost identical for de novo and secondary metastatic disease. Conclusions Despite the survival advantage reported in the pre-TKI era for relapsed NSCLC, molecular features and outcome of TKI-treated metastatic EGFR+ tumors are currently independent of preceding nonmetastatic disease. This simplifies design of outcome studies and can assist prognostic considerations in everyday management of patients with secondary metastatic EGFR+ tumors.
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Affiliation(s)
- Farastuk Bozorgmehr
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - Daniel Kazdal
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany.,Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Inn Chung
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - Martina Kirchner
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Nikolaus Magios
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Mark Kriegsmann
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany.,Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Michael Allgäuer
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Laura V Klotz
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany.,Department of Thoracic Surgery, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Thomas Muley
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany.,Translational Research Unit, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany
| | - Rami A El Shafie
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - Jürgen R Fischer
- Department of Thoracic Oncology, Lungenklinik Löwenstein, Löwenstein, Germany
| | - Martin Faehling
- Department of Cardiology, Angiology and Pneumology, Klinikum Esslingen, Esslingen, Germany
| | - Albrecht Stenzinger
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany.,Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Michael Thomas
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany
| | - Petros Christopoulos
- Department of Thoracic Oncology, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany.,Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Heidelberg, Germany
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44
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Fusion transcript discovery using RNA sequencing in formalin-fixed paraffin-embedded specimen. Crit Rev Oncol Hematol 2021; 160:103303. [DOI: 10.1016/j.critrevonc.2021.103303] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Revised: 03/15/2021] [Accepted: 03/16/2021] [Indexed: 02/07/2023] Open
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45
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Li J, Zhang B, Zhang Y, Xu F, Zhang Z, Shao L, Yan C, Ulivi P, Denis MG, Christopoulos P, Thomas de Montpréville V, Bernicker EH, van der Wekken AJ, Wang C, Yue D. Concomitant mutation status of ALK-rearranged non-small cell lung cancers and its prognostic impact on patients treated with crizotinib. Transl Lung Cancer Res 2021; 10:1525-1535. [PMID: 33889527 PMCID: PMC8044492 DOI: 10.21037/tlcr-21-160] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Background In non-small cell lung cancer (NSCLC), anaplastic lymphoma kinase (ALK) rearrangement characterizes a subgroup of patients who show sensitivity to ALK tyrosine kinase inhibitors (TKIs). However, the prognoses of these patients are heterogeneous. A better understanding of the genomic alterations occurring in these tumors could explain the prognostic heterogeneity observed in these patients. Methods We retrospectively analyzed 96 patients with NSCLC with ALK detected by immunohistochemical staining (VENTANA anti-ALK(D5F3) Rabbit Monoclonal Primary Antibody). Cancer tissues were subjected to next-generation sequencing using a panel of 520 cancer-related genes. The genomic landscape, distribution of ALK fusion variants, and clinicopathological characteristics of the patients were evaluated. The correlations of genomic alterations with clinical outcomes were also assessed. Results Among the 96 patients with immunohistochemically identified ALK fusions, 80 (83%) were confirmed by next-generation sequencing. TP53 mutation was the most commonly co-occurring mutation with ALK rearrangement. Concomitant driver mutations [2 Kirsten rat sarcoma viral oncogene homolog (KRAS) G12, 1 epidermal growth factor receptor (EGFR) 19del, and 1 MET exon 14 skipping] were also observed in 4 adenocarcinomas. Echinoderm microtubule associated protein-like 4 (EML4)-ALK fusions were identified in 95% of ALK-rearranged patients, with 16.2% of them also harboring additional non-EML4-ALK fusions. Nineteen non-EML4 translocation partners were also discovered, including 10 novel ones. Survival analyses revealed that patients concurrently harboring PIK3R2 alterations showed a trend toward shorter progression-free survival (6 vs. 13 months, P=0.064) and significantly shorter overall survival (11 vs. 32 months, P=0.004) than did PIK3R2-wild-type patients. Patients with concomitant alterations in PI3K the signaling pathway also had a shorter median overall survival than those without such alterations (23 vs. 32 months, P=0.014), whereas progression-free survival did not differ significantly. Conclusions The spectrum of ALK-fusion variants and the landscape of concomitant genomic alterations were delineated in 96 NSCLC patients. Our study also demonstrated the prognostic value of concomitant alterations in crizotinib-treated patients, which could facilitate improved stratification of ALK-rearranged NSCLC patients in the selection of candidates who could optimally benefit from therapy.
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Affiliation(s)
- Jingjing Li
- Department of Lung Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin Lung Cancer Center, Tianjin, China
| | - Bin Zhang
- Department of Lung Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin Lung Cancer Center, Tianjin, China
| | - Yu Zhang
- Department of Lung Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin Lung Cancer Center, Tianjin, China
| | - Feng Xu
- Department of Lung Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin Lung Cancer Center, Tianjin, China
| | - Zhenfa Zhang
- Department of Lung Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin Lung Cancer Center, Tianjin, China
| | - Lin Shao
- Burning Rock Biotech, Beijing, China
| | | | - Paola Ulivi
- Biosciences Laboratory, Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Meldola, Italy
| | - Marc G Denis
- Department of Biochemistry and INSERM U1232, Nantes University Hospital, Nantes Cedex, France
| | - Petros Christopoulos
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases at the Heidelberg University Hospital, Heidelberg, Germany.,Translational Lung Research Center Heidelberg, German Center for Lung Research (DZL), Heidelberg, Germany
| | | | | | | | - Changli Wang
- Department of Lung Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin Lung Cancer Center, Tianjin, China
| | - Dongsheng Yue
- Department of Lung Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin Lung Cancer Center, Tianjin, China
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Siemanowski J, Heydt C, Merkelbach-Bruse S. Predictive molecular pathology of lung cancer in Germany with focus on gene fusion testing: Methods and quality assurance. Cancer Cytopathol 2021; 128:611-621. [PMID: 32885916 DOI: 10.1002/cncy.22293] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Revised: 04/29/2020] [Accepted: 05/04/2020] [Indexed: 12/18/2022]
Abstract
Predictive molecular testing has become an important part of the diagnosis of any patient with lung cancer. Using reliable methods to ensure timely and accurate results is inevitable for guiding treatment decisions. In the past few years, parallel sequencing has been established for mutation testing, and its use is currently broadened for the detection of other genetic alterations, such as gene fusion and copy number variations. In addition, conventional methods such as immunohistochemistry and in situ hybridization are still being used, either for formalin-fixed, paraffin-embedded tissue or for cytological specimens. For the development and broad implementation of such complex technologies, interdisciplinary and regional networks are needed. The Network Genomic Medicine (NGM) has served as a model of centralized testing and decentralized treatment of patients and incorporates all German comprehensive cancer centers. Internal quality control, laboratory accreditation, and participation in external quality assessment is mandatory for the delivery of reliable results. Here, we provide a summary of current technologies used to identify patients who have lung cancer with gene fusions, briefly describe the structures of NGM and the national NGM (nNGM), and provide recommendations for quality assurance.
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Affiliation(s)
- Janna Siemanowski
- Institute of Pathology, University Hospital Cologne, Cologne, Germany
| | - Carina Heydt
- Institute of Pathology, University Hospital Cologne, Cologne, Germany
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Targeting rare and non-canonical driver variants in NSCLC - An uncharted clinical field. Lung Cancer 2021; 154:131-141. [PMID: 33667718 DOI: 10.1016/j.lungcan.2021.02.022] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Revised: 02/12/2021] [Accepted: 02/15/2021] [Indexed: 12/17/2022]
Abstract
OBJECTIVES Implementation of tyrosine kinase inhibitors (TKI) and other targeted therapies was a main advance in thoracic oncology with survival gains ranging from several months to years for non-small-cell lung cancer (NSCLC) patients. High-throughput comprehensive molecular profiling is of key importance to identify patients that can potentially benefit from these novel treatments. MATERIAL AND METHODS Next-generation sequencing (NGS) was performed on 4500 consecutive formalin-fixed, paraffin-embedded specimens of advanced NSCLC (n = 4172 patients) after automated extraction of DNA and RNA for parallel detection of mutations and gene fusions, respectively. RESULTS AND CONCLUSION Besides the 24.9 % (n = 1040) of cases eligible for approved targeted therapies based on the presence of canonical alterations in EGFR exons 18-21, BRAF, ROS1, ALK, NTRK, and RET, an additional n = 1260 patients (30.2 %) displayed rare or non-canonical mutations in EGFR (n = 748), BRAF (n = 135), ERBB2 (n = 30), KIT (n = 32), PIK3CA (n = 221), and CTNNB1 (n = 94), for which targeted therapies could also be potentially effective. A systematic literature search in conjunction with in silico evaluation identified n = 232 (5.5 %) patients, for which a trial of targeted treatment would be warranted according to available evidence (NCT level 1, i.e. published data showing efficacy in the same tumor entity). In conclusion, a sizeable fraction of NSCLC patients harbors rare or non-canonical alterations that may be associated with clinical benefit from currently available targeted drugs. Systematic identification and individualized management of these cases can expand applicability of precision oncology in NSCLC and extend clinical gain from established molecular targets. These results can also inform clinical trials.
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48
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Stenzinger A, van Tilburg CM, Tabatabai G, Länger F, Graf N, Griesinger F, Heukamp LC, Hummel M, Klingebiel T, Hettmer S, Vokuhl C, Merkelbach-Bruse S, Overkamp F, Reichardt P, Scheer M, Weichert W, Westphalen CB, Bokemeyer C, Ivanyi P, Loges S, Schirmacher P, Wörmann B, Bielack S, Seufferlein TTW. [Diagnosis and therapy of tumors with NTRK gene fusion]. DER PATHOLOGE 2021; 42:103-115. [PMID: 33258061 PMCID: PMC7858552 DOI: 10.1007/s00292-020-00864-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
NTRK-Genfusionen sind seltene genetische Alterationen, die tumorentitätenübergreifend vorkommen können. Während sie in den meisten soliden Tumoren nur sehr niederfrequent vorkommen, lassen sie sich in bestimmten Tumoren wie dem infantilen Fibrosarkom, dem kongenitalen mesoblastischen Nephrom und dem sekretorischen Mamma- oder Speicheldrüsenkarzinom jedoch häufig nachweisen. NTRK-Genfusionen bzw. TRK-Fusionsproteine gelten als starke onkogene Treiber. Bei Nachweis von NTRK-Genfusionen können TRK-Inhibitoren unabhängig von der Tumorentität eingesetzt werden. Vertreter sind Entrectinib und Larotrectinib. Bislang ist nur Larotrectinib in der Europäischen Union zugelassen. Für beide wurden Wirksamkeit und Verträglichkeit in Phase-I- und Phase-II-Studien gezeigt. Die Seltenheit der TRK-Fusionstumoren stellt diagnostische und klinische Prozesse vor große Herausforderungen: Einerseits sollen alle Patienten mit TRK-Fusionstumoren identifiziert werden, andererseits sind epidemiologische und histologische Aspekte sowie Ressourcen zu berücksichtigen. Basierend auf diesen Punkten möchten wir einen Diagnosealgorithmus für TRK-Fusionstumoren vorschlagen, außerdem stellen wir aktuelle Daten zu den TRK-Inhibitoren vor.
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Affiliation(s)
- Albrecht Stenzinger
- Allgemeine Pathologie und pathologische Anatomie, Pathologisches Institut, Universitätsklinikum Heidelberg, Im Neuenheimer Feld 224, 69120, Heidelberg, Deutschland.
| | - Cornelis M van Tilburg
- Hopp-Kindertumorzentrum Heidelberg (KiTZ), Deutsches Krebsforschungszentrum (DKFZ), Universitätsklinikum Heidelberg, Heidelberg, Deutschland
| | - Ghazaleh Tabatabai
- Abteilung Neurologie mit interdisziplinärem Schwerpunkt Neuroonkologie, Universitätsklinikum Tübingen und Hertie-Institut für Klinische Hirnforschung, Eberhard Karls Universität Tübingen, Tübingen, Deutschland
| | - Florian Länger
- Institut für Pathologie, Medizinische Hochschule Hannover, Hannover, Deutschland
| | - Norbert Graf
- Klinik für Pädiatrische Onkologie und Hämatologie, Universitätsklinikum des Saarlandes, Medizinische Fakultät, Universität des Saarlandes, Homburg, Deutschland
| | - Frank Griesinger
- Klinik für Hämatologie und Onkologie, Universitätsklinik für Innere Medizin - Onkologie, Pius-Hospital Oldenburg, Oldenburg, Deutschland
| | | | - Michael Hummel
- Institut für Pathologie (CCM), Charité - Universitätsmedizin Berlin, Berlin, Deutschland
| | - Thomas Klingebiel
- Klinik für Kinder- und Jugendmedizin, Universitätsklinikum Frankfurt, Frankfurt, Deutschland
| | - Simone Hettmer
- Klinik für Pädiatrische Hämatologie und Onkologie, Zentrum für Kinder- und Jugendmedizin, Universitätsklinikum Freiburg, Freiburg, Deutschland
| | - Christian Vokuhl
- Sektion Kinderpathologie, Institut für Pathologie, Universitätsklinikum Bonn, Bonn, Deutschland
| | - Sabine Merkelbach-Bruse
- Institut für Allgemeine Pathologie und Pathologische Anatomie, Uniklinik Köln, Köln, Deutschland
| | | | - Peter Reichardt
- Onkologie und Palliativmedizin, Helios Klinikum Berlin-Buch, Berlin, Deutschland
| | - Monika Scheer
- Pädiatrie 5 - Onkologie, Hämatologie und Immunologie, Zentrum für Kinder‑, Jugend- und Frauenmedizin - Olgahospital, Stuttgart Cancer Center, Klinikum Stuttgart, Stuttgart, Deutschland
| | - Wilko Weichert
- Institut für Allgemeine Pathologie und Pathologische Anatomie, Technische Universität München, München, Deutschland
| | - C Benedikt Westphalen
- Medizinische Klinik und Poliklinik III, Klinikum der Universität München, Ludwig-Maximilians-Universität München, München, Deutschland
| | - Carsten Bokemeyer
- Zentrum für Onkologie, II. Medizinische Klinik und Poliklinik (Onkologie, Hämatologie, Knochenmarktransplantation mit Abteilung für Pneumologie), Universitätsklinikum Hamburg-Eppendorf, Hamburg, Deutschland
| | - Philipp Ivanyi
- Klinik für Hämatologie, Hämostaseologie, Onkologie und Stammzelltransplantation, Medizinische Hochschule Hannover, Hannover, Deutschland
| | - Sonja Loges
- Zentrum für Onkologie, II. Medizinische Klinik und Poliklinik (Onkologie, Hämatologie, Knochenmarktransplantation mit Abteilung für Pneumologie), Universitätsklinikum Hamburg-Eppendorf, Hamburg, Deutschland.,Zentrum für experimentelle Medizin, Institut für Tumorbiologie, Universitätsklinikum Hamburg- Eppendorf, Hamburg, Deutschland.,Abteilung für Personalisierte Medizinische Onkologie, Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Deutschland.,Universitätsklinikum Mannheim, Mannheim, Deutschland
| | - Peter Schirmacher
- Allgemeine Pathologie und pathologische Anatomie, Pathologisches Institut, Universitätsklinikum Heidelberg, Im Neuenheimer Feld 224, 69120, Heidelberg, Deutschland
| | - Bernhard Wörmann
- Medizinische Klinik mit Schwerpunkt Hämatologie, Onkologie und Tumorimmunologie (CVK), Charité - Universitätsmedizin Berlin, Berlin, Deutschland
| | - Stefan Bielack
- Pädiatrie 5 - Onkologie, Hämatologie und Immunologie, Zentrum für Kinder‑, Jugend- und Frauenmedizin - Olgahospital, Stuttgart Cancer Center, Klinikum Stuttgart, Stuttgart, Deutschland
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Dziedzic R, Marjański T, Rzyman W. A narrative review of invasive diagnostics and treatment of early lung cancer. Transl Lung Cancer Res 2021; 10:1110-1123. [PMID: 33718049 PMCID: PMC7947400 DOI: 10.21037/tlcr-20-728] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
The diagnosis and treatment of early-stage lung cancer remains a clinical challenge. The broadening implementation of lung cancer screening has resulted in positive findings in numerous patients that are mostly non-malignant. Many other patients have indeterminate nodules that are difficult to assess through simple observation. The critical interpretation of such screening results remains a challenge for radiologists and multidisciplinary teams involved in screening for lung cancer. The evaluation and diagnosis of each participant suspected for malignancy should be based on the basic clinical principles such as a carefully collected medical history, physical examination, and detailed analysis of all imaging tests performed. Indeed, the decision to go ahead with more invasive diagnostics requires consideration of the both the risks and benefits, with reflection upon the complete clinical and radiological picture. Although transthoracic needle aspiration biopsy remains the first-choice method of diagnosis, several newer technologies have slowly begun to emerge as potential replacements. The guiding strategy for method selection is to choose the least harmful approach that offers the most relevant potential insights. Transthoracic biopsy is an effective method that allows the collection of cytological and tissue material from small, peripheral tumors, but it carries a moderate risk of complications. Bronchofiberoscopy, especially in combination with electromagnetic navigation, fluoroscopy or radial EBUS, also allows effective diagnosis of the peripheral pulmonary nodules. One of the most important diagnostic methods is the EBUS examination, which allows determining of staging in addition to diagnosis. Anatomical lung lobe resection and lymphadenectomy or sampling of the hilar and mediastinal lymph nodes is currently the treatment of choice for patients with stage I and II non-small cell lung cancer (NSCLC), but sublobar resections are recommended when a patient has limited pulmonary function or other significant comorbidities. Notably, several studies have highlighted the potential utility of more limited resections in small malignant lesions less than 2cm in diameter, with pure AIS histology, when more than 50% of the diameter of pulmonary nodule has ground-glass opacity (GGO) attenuation on CT, or long volume doubling time (VDT). Videothoracoscopy is the preferred surgical approach for resection of early-stage lung cancer. Patients who are not candidates for surgery or do not agree to surgery can be offered radical radiotherapy. Stereotactic body radiation therapy (SBRT) is a type of radical radiotherapy with proven effectiveness, a high rate of local control and an acceptable risk of the development of later complications. Future trials are expected to define the role of SBRT in the treatment of early lung cancer in healthy subjects.
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Affiliation(s)
- Robert Dziedzic
- Department of Thoracic Surgery, Medical University of Gdansk, Gdansk, Poland
| | - Tomasz Marjański
- Department of Thoracic Surgery, Medical University of Gdansk, Gdansk, Poland
| | - Witold Rzyman
- Department of Thoracic Surgery, Medical University of Gdansk, Gdansk, Poland
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50
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Elsayed M, Christopoulos P. Therapeutic Sequencing in ALK + NSCLC. Pharmaceuticals (Basel) 2021; 14:ph14020080. [PMID: 33494549 PMCID: PMC7912146 DOI: 10.3390/ph14020080] [Citation(s) in RCA: 38] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2020] [Revised: 01/14/2021] [Accepted: 01/16/2021] [Indexed: 12/17/2022] Open
Abstract
Anaplastic lymphoma kinase-rearranged non-small-cell lung cancer (ALK+ NSCLC) is a model disease for the use of targeted pharmaceuticals in thoracic oncology. Due to higher systemic and intracranial efficacy, the second-generation ALK tyrosine kinase inhibitors (TKI) alectinib and brigatinib have irrevocably displaced crizotinib as standard first-line treatment, based on the results of the ALEX and ALTA-1L trials. Besides, lorlatinib and brigatinib are the preferred second-line therapies for progression under second-generation TKI and crizotinib, respectively, based on the results of several phase II studies. Tissue or liquid rebiopsies at the time of disease progression, even though not mandated by the approval status of any ALK inhibitor, are gaining importance for individualization and optimization of patient management. Of particular interest are cases with off-target resistance, for example MET, HER2 or KRAS alterations, which require special therapeutic maneuvers, e.g., inclusion in early clinical trials or off-label administration of respectively targeted drugs. On the other hand, up to approximately half of the patients failing TKI, develop anatomically restricted progression, which can be initially tackled with local ablative measures without switch of systemic therapy. Among the overall biologically favorable ALK+ tumors, with a mean tumor mutational burden uniquely below 3 mutations per Mb and the longest survival among NSCLC currently, presence of the EML4-ALK fusion variant 3 and/or TP53 mutations identify high-risk cases with earlier treatment failure and a need for more aggressive surveillance and treatment strategies. The potential clinical utility of longitudinal ctDNA assays for earlier detection of disease progression and improved guidance of therapy in these patients is a currently a matter of intense investigation. Major pharmaceutical challenges for the field are the development of more potent, fourth-generation TKI and effective immuno-oncological interventions, especially ALK-directed cell therapies, which will be essential for further improving survival and achieving cure of ALK+ tumors.
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Affiliation(s)
- Mei Elsayed
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, 69126 Heidelberg, Germany;
| | - Petros Christopoulos
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases (NCT) at Heidelberg University Hospital, 69126 Heidelberg, Germany;
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), 69126 Heidelberg, Germany
- Correspondence: ; Tel.: +49-6221-396-1371
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