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Damhuis RAM, Dickhoff C, Bahce I, Senan S. Population-based survival rates after curative surgical and non-surgical treatment of stage III NSCLC since 2017. Lung Cancer 2024; 190:107532. [PMID: 38461767 DOI: 10.1016/j.lungcan.2024.107532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Revised: 02/27/2024] [Accepted: 03/06/2024] [Indexed: 03/12/2024]
Abstract
OBJECTIVES In stage III non-small cell lung cancer (NSCLC), curative treatment approaches used to include neoadjuvant therapy followed by surgery, and definitive chemoradiotherapy followed by consolidation durvalumab (CRT-ICI). Surgical strategies included either neoadjuvant chemotherapy (CTx-surg) or chemoradiotherapy (CRT-surg). We studied the outcomes of these three radical intent strategies in the Netherlands Cancer Registry (NCR) for patients diagnosed from 2017 to 2021. MATERIALS AND METHODS Patients with clinical stage III NSCLC (TNM edition 8) were identified in the NCR after excluding patients with known driver mutations, ECOG performance status >=2, N3-disease and those undergoing sequential chemoradiotherapy or single modality/palliative treatments. Overall survival (OS) was calculated from date of surgery or start of durvalumab. RESULTS Treatments delivered were CRT-ICI (n = 1016 patients), CRT-surg (n = 166) and CTx-surg (n = 111). The surgical series comprised 224 lobectomies, 21 bilobectomies and 32 pneumonectomies, with a 90-day postoperative mortality rate of 3.3 %. Use of CRT-surg decreased steeply after 2018, when durvalumab became fully reimbursed, and use of CRT-ICI increased. Three-year OS was better following CRT-surg (78.7 %) compared to CTx-surg (66.7 %) or CRT-ICI (63.2 %). After controlling for age, ECOG performance status and histology, the hazard ratios for CRT-surg and CTx-surg were 0.66 (95 % CI 0.47-0.91) and 0.82 (95 % CI 0.58-1.17), respectively, compared to CRT-ICI. CONCLUSION Population survivals after curative strategies for clinical stage III NSCLC in The Netherlands exceed those reported historically for both surgical and non-surgical approaches. Use of surgery decreased from 2018 following the formal reimbursement of durvalumab. While variations in case-mix hamper comparison between curative treatment strategies, there is a clear need for randomized studies in subgroups with potentially resectable disease.
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Affiliation(s)
- R A M Damhuis
- Department of Research and Development, Netherlands Comprehensive Cancer Organisation (IKNL), PO Box 19079, 3501 DB, Utrecht, the Netherlands.
| | - C Dickhoff
- Department of Cardiothoracic Surgery, Amsterdam University Medical Center Location VUmc, Amsterdam, the Netherlands; Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, the Netherlands.
| | - I Bahce
- Department of Pulmonary Medicine, Amsterdam University Medical Center Location VUmc, Amsterdam, the Netherlands; Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, the Netherlands.
| | - S Senan
- Department of Radiation Oncology, Amsterdam University Medical Center Location VUmc, Amsterdam, the Netherlands; Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, the Netherlands.
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2
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Houda I, Dickhoff C, Uyl-de Groot CA, Reguart N, Provencio M, Levy A, Dziadziuszko R, Pompili C, Di Maio M, Thomas M, Brunelli A, Popat S, Senan S, Bahce I. New systemic treatment paradigms in resectable non-small cell lung cancer and variations in patient access across Europe. Lancet Reg Health Eur 2024; 38:100840. [PMID: 38476748 PMCID: PMC10928304 DOI: 10.1016/j.lanepe.2024.100840] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 01/07/2024] [Accepted: 01/08/2024] [Indexed: 03/14/2024]
Abstract
The treatment landscape of resectable early-stage non-small cell lung cancer (NSCLC) is set to change significantly due to encouraging results from randomized trials evaluating neoadjuvant and adjuvant immunotherapy, as well as adjuvant targeted therapy. As of January 2024, marketing authorization has been granted for four new indications in Europe, and regulatory approvals for other study regimens are expected. Because cost-effectiveness and reimbursement criteria for novel treatments often differ between European countries, access to emerging developments may lead to inequalities due to variations in recommended and available lung cancer care throughout Europe. This Series paper (i) highlights the clinical studies reshaping the treatment landscape in resectable early-stage NSCLC, (ii) compares and contrasts approaches taken by the European Medicines Agency (EMA) for drug approval to that taken by the United States Food and Drug Administration (FDA), and (iii) evaluates the differences in access to emerging treatments from an availability perspective across European countries.
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Affiliation(s)
- Ilias Houda
- Department of Pulmonary Medicine, Amsterdam UMC, Location VU Medical Center, Cancer Center Amsterdam, de Boelelaan 1117, 1081HV, Amsterdam, the Netherlands
| | - Chris Dickhoff
- Department of Cardiothoracic Surgery, Amsterdam UMC, Location VU Medical Center, Cancer Center Amsterdam, de Boelelaan 1117, 1081HV, Amsterdam, the Netherlands
| | - Carin A. Uyl-de Groot
- Erasmus School of Health Policy & Management/Institute for Medical Technology Assessment, Erasmus University Rotterdam, P.O. Box 1738, 3000 DR, Rotterdam, the Netherlands
| | - Noemi Reguart
- Department of Medical Oncology, Hospital Clínic de Barcelona, C. de Villarroel, 170, 08036, Barcelona, Spain
| | - Mariano Provencio
- Department of Medical Oncology, Hospital Universitario Puerta De Hierro, C. Joaquín Rodrigo, 1, 28222, Majadahonda, Madrid, Spain
| | - Antonin Levy
- Department of Radiation Oncology, International Center for Thoracic Cancers (CICT), Université Paris Saclay, Gustave Roussy, 114 Rue Edouard Vaillant, 94805, Villejuif, France
| | - Rafal Dziadziuszko
- Department of Oncology and Radiotherapy, Faculty of Medicine, Medical University of Gdańsk, 80-210, Gdańsk, Poland
| | - Cecilia Pompili
- Department of Thoracic Surgery, University and Hospital Trust – Ospedale Borgo Trento, P.Le A. Stefani, 1, 37126, Verona, Italy
| | - Massimo Di Maio
- Department of Oncology, University of Turin, Medical Oncology 1U, AOU Città della Salute e della Scienza di Torino, 10126, Turin, Italy
| | - 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, Im Neuenheimer Feld 672, 69120, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research, Heidelberg, Germany
| | - Alessandro Brunelli
- Department of Thoracic Surgery, St. James's University Hospital, Beckett Street, LS9 7TF, Leeds, United Kingdom
| | - Sanjay Popat
- Lung Unit, The Royal Marsden NHS Foundation Trust, Fulham Road, London, SW3 6JJ, UK
| | - Suresh Senan
- Department of Radiation Oncology, Amsterdam UMC, Location VU Medical Center, Cancer Center Amsterdam, de Boelelaan 1117, 1081HV, Amsterdam, the Netherlands
| | - Idris Bahce
- Department of Pulmonary Medicine, Amsterdam UMC, Location VU Medical Center, Cancer Center Amsterdam, de Boelelaan 1117, 1081HV, Amsterdam, the Netherlands
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3
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Houda I, Dickhoff C, Uyl-de Groot CA, Damhuis RA, Reguart N, Provencio M, Levy A, Dziadziuszko R, Pompili C, Di Maio M, Thomas M, Brunelli A, Popat S, Senan S, Bahce I. Challenges and controversies in resectable non-small cell lung cancer: a clinician's perspective. Lancet Reg Health Eur 2024; 38:100841. [PMID: 38476749 PMCID: PMC10928275 DOI: 10.1016/j.lanepe.2024.100841] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 01/07/2024] [Accepted: 01/08/2024] [Indexed: 03/14/2024]
Abstract
The treatment landscape of resectable early-stage non-small cell lung cancer (NSCLC) is transforming due to the approval of novel adjuvant and neoadjuvant systemic treatments. The European Medicines Agency (EMA) recently approved adjuvant osimertinib, adjuvant atezolizumab, adjuvant pembrolizumab, and neoadjuvant nivolumab combined with chemotherapy, and the approval of other agents or new indications may follow soon. Despite encouraging results, many unaddressed questions remain. Moreover, the transformed treatment paradigm in resectable NSCLC can pose major challenges to healthcare systems and magnify existing disparities in care as differences in reimbursement may vary across different European countries. This Viewpoint discusses the challenges and controversies in resectable early-stage NSCLC and how existing inequalities in access to these treatments could be addressed.
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Affiliation(s)
- Ilias Houda
- Department of Pulmonary Medicine, Amsterdam UMC, Location VU Medical Center, Cancer Center Amsterdam, de Boelelaan 1117, 1081HV Amsterdam, the Netherlands
| | - Chris Dickhoff
- Department of Cardiothoracic Surgery, Amsterdam UMC, Location VU Medical Center, Cancer Center Amsterdam, de Boelelaan 1117, 1081HV Amsterdam, the Netherlands
| | - Carin A. Uyl-de Groot
- Erasmus School of Health Policy & Management/Institute for Medical Technology Assessment, Erasmus University Rotterdam, P.O. Box 1738, 3000 DR Rotterdam, the Netherlands
| | - Ronald A.M. Damhuis
- Department of Research, Netherlands Comprehensive Cancer Organisation, Godebaldkwartier 419, 3511 DT Utrecht, the Netherlands
| | - Noemi Reguart
- Department of Medical Oncology, Hospital Clínic de Barcelona, C. de Villarroel, 170, 08036 Barcelona, Spain
| | - Mariano Provencio
- Department of Medical Oncology, Hospital Universitario Puerta De Hierro, C. Joaquín Rodrigo, 1, Majadahonda, 28222 Madrid, Spain
| | - Antonin Levy
- Department of Radiation Oncology, International Center for Thoracic Cancers (CICT), Université Paris Saclay, Gustave Roussy, 114 Rue Edouard Vaillant, 94805 Villejuif, France
| | - Rafal Dziadziuszko
- Faculty of Medicine, Department of Oncology and Radiotherapy, Medical University of Gdańsk, 80-210 Gdańsk, Poland
| | - Cecilia Pompili
- Department of Thoracic Surgery, University and Hospital Trust – Ospedale Borgo Trento, P.Le A. Stefani, 1, 37126 Verona, Italy
| | - Massimo Di Maio
- Department of Oncology, University of Turin, Medical Oncology 1U, AOU Città della Salute e della Scienza di Torino, 10126 Turin, Italy
| | - 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, Im Neuenheimer Feld 672, 69120 Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research, Heidelberg, Germany
| | - Alessandro Brunelli
- Department of Thoracic Surgery, St. James’s University Hospital, Beckett Street, LS9 7TF Leeds, UK
| | - Sanjay Popat
- Lung Unit, The Royal Marsden NHS Foundation Trust, Fulham Road, SW3 6JJ London, UK
| | - Suresh Senan
- Department of Radiation Oncology, Amsterdam UMC, Location VU Medical Center, Cancer Center Amsterdam, de Boelelaan 1117, 1081HV Amsterdam, the Netherlands
| | - Idris Bahce
- Department of Pulmonary Medicine, Amsterdam UMC, Location VU Medical Center, Cancer Center Amsterdam, de Boelelaan 1117, 1081HV Amsterdam, the Netherlands
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4
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Smesseim I, Mets OM, Daniels JMA, Bahce I, Senan S. Diagnosis and management of pneumonitis following chemoradiotherapy and immunotherapy in stage III non-small cell lung cancer. Radiother Oncol 2024; 194:110147. [PMID: 38341099 DOI: 10.1016/j.radonc.2024.110147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 01/29/2024] [Accepted: 02/03/2024] [Indexed: 02/12/2024]
Abstract
BACKGROUND In inoperable stage III NSCLC, the standard of care is chemoradiotherapy and adjuvant durvalumab (IO) for 12 months. Pneumonitis is the commonest toxicity leading to discontinuation of IO. A failure to distinguish between expected radiation-induced changes, IO pneumonitis and infection can lead to unnecessary durvalumab discontinuation. We investigated the use of a structured multidisciplinary review of CT-scans, radiation dose distributions and clinical symptoms for the diagnosis of IO pneumonitis. METHODS A retrospective study was conducted at an academic medical center for patients treated for stage III NSCLC with chemoradiotherapy and adjuvant durvalumab between 2018 and 2021. An experienced thoracic radiologist reviewed baseline and follow-up chest CT-scans, systematically scored radiological features suspected for pneumonitis using a published classification system (Veiga C, Radioth Oncol 2018), and had access to screenshots of radiation dose distributions. Next, two experienced thoracic oncologists reviewed each patients' case record, CT-scans and radiation fields. A final consensus diagnosis incorporating views of expert clinicians and the radiologist was made. RESULTS Among the 45 included patients, 14/45 (31.1%) had a pneumonitis scored in patient records and durvalumab was discontinued in 11/45 cases (24.4%). Review by the radiologist led to a diagnosis of immune-related pneumonitis only in 6/45 patients (13.3%). Review by pulmonary oncologists led to a diagnosis of immune-related pneumonitis in only 4/45 patients (8.9%). In addition a suspicion of an immune-related pneumonitis was rejected in 3 separate patients (6.7%), after the thoracic oncologists had reviewed the patients' radiation fields. CONCLUSIONS In patients treated using the PACIFIC regimen, multidisciplinary assessment of CT-scans, radiation doses and patient symptoms, resulted in fewer diagnoses of immune-related pneumonitis (8.9%). Our study underscores the challenges in accurately diagnosing either IO-related or radiation pneumonitis in patients undergoing adjuvant immunotherapy after chemoradiotherapy and highlights the need for multidisciplinary review in order to avoid inappropriate cessation of adjuvant IO.
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Affiliation(s)
- I Smesseim
- Department of Thoracic Oncology, Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands.
| | - O M Mets
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - J M A Daniels
- Department of Pulmonary Medicine, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - I Bahce
- Department of Pulmonary Medicine, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - S Senan
- Department of Radiation Oncology, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
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5
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Wijngaarden JE, Ahbari A, Pouw JEE, Greuter HNJM, Bahce I, Zwezerijnen GJC, Vugts DJ, van Dongen GAMS, Boellaard R, Menke-van der Houven van Oordt CW, Huisman MC. How to obtain the image-derived blood concentration from 89Zr-immuno-PET scans. EJNMMI Phys 2024; 11:16. [PMID: 38321232 PMCID: PMC10847076 DOI: 10.1186/s40658-024-00621-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 01/29/2024] [Indexed: 02/08/2024] Open
Abstract
BACKGROUND PET scans using zirconium-89 labelled monoclonal antibodies (89Zr-mAbs), known as 89Zr-immuno-PET, are made to measure uptake in tumour and organ tissue. Uptake is related to the supply of 89Zr-mAbs in the blood. Measuring activity concentrations in blood, however, requires invasive blood sampling. This study aims to identify the best delineation strategy to obtain the image-derived blood concentration (IDBC) from 89Zr-immuno-PET scans. METHODS PET imaging and blood sampling of two 89Zr-mAbs were included, 89Zr-cetuximab and 89Zr-durvalumab. For seven patients receiving 89Zr-cetuximab, PET scans on 1-2 h, 2 and 6 days post-injection (p.i.) were analysed. Five patients received three injections of 89Zr-durvalumab. The scanning protocol for the first two injections consisted of PET scanning on 2, 5 and 7 days p.i. and for the third injection only on 7 days p.i. Blood samples were drawn with every PET scan and the sample-derived blood concentration (SDBC) was used as gold standard for the IDBC. According to an in-house developed standard operating procedure, the aortic arch, ascending aorta, descending aorta and left ventricle were delineated. Bland-Altman analyses were performed to assess the bias (mean difference) and variability (1.96 times the standard deviation of the differences) between IDBC and SDBC. RESULTS Overall, the activity concentration obtained from the IDBC was lower than from the SDBC. When comparing IDBC with SDBC, variability was smallest for the ascending aorta (20.3% and 17.0% for 89Zr-cetuximab and 89Zr-durvalumab, respectively). Variability for the other regions ranged between 17.9 and 30.8%. Bias for the ascending aorta was - 10.9% and - 11.4% for 89Zr-cetuximab and 89Zr-durvalumab, respectively. CONCLUSIONS Image-derived blood concentrations should be obtained from delineating the ascending aorta in 89Zr-immuno-PET scans, as this results in the lowest variability with respect to sample-derived blood concentrations.
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Affiliation(s)
- Jessica E Wijngaarden
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands.
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands.
| | - Amina Ahbari
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Johanna E E Pouw
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
- Department of Medical Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands
| | - Henri N J M Greuter
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Idris Bahce
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
- Department of Pulmonary Medicine, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands
| | - Gerben J C Zwezerijnen
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Daniëlle J Vugts
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Guus A M S van Dongen
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Ronald Boellaard
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - C Willemien Menke-van der Houven van Oordt
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
- Department of Medical Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands
| | - Marc C Huisman
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
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6
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Pouw JEE, Hashemi SMS, Huisman MC, Wijngaarden JE, Slebe M, Oprea-Lager DE, Zwezerijnen GJC, Vugts D, Ulas EB, de Gruijl TD, Radonic T, Senan S, Menke-van der Houven van Oordt CW, Bahce I. First exploration of the on-treatment changes in tumor and organ uptake of a radiolabeled anti PD-L1 antibody during chemoradiotherapy in patients with non-small cell lung cancer using whole body PET. J Immunother Cancer 2024; 12:e007659. [PMID: 38302416 PMCID: PMC10836378 DOI: 10.1136/jitc-2023-007659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/03/2024] [Indexed: 02/03/2024] Open
Abstract
BACKGROUND In patients with locally advanced unresectable non-small cell lung cancer (NSCLC), durvalumab, an anti-programmed cell death ligand-1 (PD-L1) antibody, has shown improved overall survival when used as consolidation therapy following concurrent chemoradiotherapy (CRT). However, it is unclear whether CRT itself upregulates PD-L1 expression. Therefore, this study aimed to explore the changes in the uptake of the anti PD-L1 antibody [89Zr]Zr-durvalumab in tumors and healthy organs during CRT in patients with NSCLC. METHODS Patients with NSCLC scheduled to undergo CRT were scanned 7±1 days after administration of 37±1 MBq [89Zr]Zr-durvalumab at baseline, 1-week on-treatment and 1 week after finishing 6 weeks of CRT. First, [89Zr]Zr-durvalumab uptake was visually assessed in a low dose cohort with a mass dose of 2 mg durvalumab (0.13% of therapeutic dose) and subsequently, quantification was done in a high dose cohort with a mass dose of 22.5 mg durvalumab (1.5% of therapeutic dose). Tracer pharmacokinetics between injections were compared using venous blood samples drawn in the 22.5 mg cohort. Visual assessment included suspected lesion detectability. Positron emission tomography (PET) uptake in tumoral and healthy tissues was quantified using tumor to plasma ratio (TPR) and organ to plasma ratio, respectively. RESULTS In the 2 mg dose cohort, 88% of the 17 identified tumor lesions were positive at baseline, compared with 69% (9/13) for the 22.5 mg cohort. Although the absolute plasma concentrations between patients varied, the intrapatient variability was low. The ten quantitatively assessed lesions in the 22.5 mg cohort had a median TPR at baseline of 1.3 (IQR 0.7-1.5), on-treatment of 1.0 (IQR 0.7-1.4) and at the end of treatment of 0.7 (IQR 0.6-0.7). On-treatment, an increased uptake in bone marrow was seen in three out of five patients together with a decreased uptake in the spleen in four out of five patients. CONCLUSIONS This study successfully imaged patients with NSCLC with [89Zr]Zr-durvalumab PET before and during CRT. Our data did not show any increase in [89Zr]Zr-durvalumab uptake in the tumor 1-week on-treatment and at the end of treatment. The changes observed in bone marrow and spleen may be due to an CRT-induced effect on immune cells. TRIAL REGISTRATION NUMBER EudraCT number: 2019-004284-51.
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Affiliation(s)
- Johanna E E Pouw
- Department of Medical Oncology, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands
- Imaging and Biomarkers, Cancer Centre Amsterdam, Amsterdam, Netherlands
| | - Sayed M S Hashemi
- Imaging and Biomarkers, Cancer Centre Amsterdam, Amsterdam, Netherlands
- Department of Pulmonary Medicine, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands
| | - Marc C Huisman
- Imaging and Biomarkers, Cancer Centre Amsterdam, Amsterdam, Netherlands
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands
| | - Jessica E Wijngaarden
- Imaging and Biomarkers, Cancer Centre Amsterdam, Amsterdam, Netherlands
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands
| | - Maarten Slebe
- Imaging and Biomarkers, Cancer Centre Amsterdam, Amsterdam, Netherlands
- Department of Pulmonary Medicine, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands
| | - Daniela E Oprea-Lager
- Imaging and Biomarkers, Cancer Centre Amsterdam, Amsterdam, Netherlands
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands
| | - Gerben J C Zwezerijnen
- Imaging and Biomarkers, Cancer Centre Amsterdam, Amsterdam, Netherlands
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands
| | - Danielle Vugts
- Imaging and Biomarkers, Cancer Centre Amsterdam, Amsterdam, Netherlands
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands
| | - Ezgi B Ulas
- Department of Pulmonary Medicine, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands
- Cancer Immunology, Amsterdam Institute for Infection and Immunity, Amsterdam, Netherlands
| | - Tanja D de Gruijl
- Department of Medical Oncology, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands
- Imaging and Biomarkers, Cancer Centre Amsterdam, Amsterdam, Netherlands
| | - Teodora Radonic
- Department of Pathology, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands
| | - Suresh Senan
- Imaging and Biomarkers, Cancer Centre Amsterdam, Amsterdam, Netherlands
- Department of Radiation Oncology, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands
| | | | - Idris Bahce
- Imaging and Biomarkers, Cancer Centre Amsterdam, Amsterdam, Netherlands
- Department of Pulmonary Medicine, Amsterdam UMC Locatie VUmc, Amsterdam, Netherlands
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7
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Moldovan N, van der Pol Y, van den Ende T, Boers D, Verkuijlen S, Creemers A, Ramaker J, Vu T, Bootsma S, Lenos KJ, Vermeulen L, Fransen MF, Pegtel M, Bahce I, van Laarhoven H, Mouliere F. Multi-modal cell-free DNA genomic and fragmentomic patterns enhance cancer survival and recurrence analysis. Cell Rep Med 2024; 5:101349. [PMID: 38128532 PMCID: PMC10829758 DOI: 10.1016/j.xcrm.2023.101349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 09/22/2023] [Accepted: 11/30/2023] [Indexed: 12/23/2023]
Abstract
The structure of cell-free DNA (cfDNA) is altered in the blood of patients with cancer. From whole-genome sequencing, we retrieve the cfDNA fragment-end composition using a new software (FrEIA [fragment end integrated analysis]), as well as the cfDNA size and tumor fraction in three independent cohorts (n = 925 cancer from >10 types and 321 control samples). At 95% specificity, we detect 72% cancer samples using at least one cfDNA measure, including 64% early-stage cancer (n = 220). cfDNA detection correlates with a shorter overall (p = 0.0086) and recurrence-free (p = 0.017) survival in patients with resectable esophageal adenocarcinoma. Integrating cfDNA measures with machine learning in an independent test set (n = 396 cancer, 90 controls) achieve a detection accuracy of 82% and area under the receiver operating characteristic curve of 0.96. In conclusion, harnessing the biological features of cfDNA can improve, at no extra cost, the diagnostic performance of liquid biopsies.
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Affiliation(s)
- Norbert Moldovan
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology, Cancer Centre Amsterdam, Amsterdam, the Netherlands; Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands
| | - Ymke van der Pol
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology, Cancer Centre Amsterdam, Amsterdam, the Netherlands; Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands
| | - Tom van den Ende
- Amsterdam UMC, University of Amsterdam, Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Dries Boers
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology, Cancer Centre Amsterdam, Amsterdam, the Netherlands; Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands
| | - Sandra Verkuijlen
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology, Cancer Centre Amsterdam, Amsterdam, the Netherlands; Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands
| | - Aafke Creemers
- Amsterdam UMC, University of Amsterdam, Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Jip Ramaker
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Neurosurgery, Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Trang Vu
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology, Cancer Centre Amsterdam, Amsterdam, the Netherlands; Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands
| | - Sanne Bootsma
- Amsterdam UMC, University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory for Experimental Oncology and Radiobiology, Amsterdam, the Netherlands; Cancer Center Amsterdam, Gastroenterology Endocrinology Metabolism, Amsterdam, the Netherlands; Oncode Institute, Amsterdam, the Netherlands
| | - Kristiaan J Lenos
- Amsterdam UMC, University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory for Experimental Oncology and Radiobiology, Amsterdam, the Netherlands; Cancer Center Amsterdam, Gastroenterology Endocrinology Metabolism, Amsterdam, the Netherlands; Oncode Institute, Amsterdam, the Netherlands
| | - Louis Vermeulen
- Amsterdam UMC, University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory for Experimental Oncology and Radiobiology, Amsterdam, the Netherlands; Cancer Center Amsterdam, Gastroenterology Endocrinology Metabolism, Amsterdam, the Netherlands; Oncode Institute, Amsterdam, the Netherlands
| | - Marieke F Fransen
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pulmonology, Cancer Centre Amsterdam, Amsterdam, the Netherlands
| | - Michiel Pegtel
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology, Cancer Centre Amsterdam, Amsterdam, the Netherlands; Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands
| | - Idris Bahce
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pulmonology, Cancer Centre Amsterdam, Amsterdam, the Netherlands
| | - Hanneke van Laarhoven
- Amsterdam UMC, University of Amsterdam, Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Florent Mouliere
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology, Cancer Centre Amsterdam, Amsterdam, the Netherlands; Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands.
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8
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van der Pol Y, Tantyo NA, Evander N, Hentschel AE, Wever BM, Ramaker J, Bootsma S, Fransen MF, Lenos KJ, Vermeulen L, Schneiders FL, Bahce I, Nieuwenhuijzen JA, Steenbergen RD, Pegtel DM, Moldovan N, Mouliere F. Real-time analysis of the cancer genome and fragmentome from plasma and urine cell-free DNA using nanopore sequencing. EMBO Mol Med 2023; 15:e17282. [PMID: 37942753 DOI: 10.15252/emmm.202217282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Revised: 10/13/2023] [Accepted: 10/17/2023] [Indexed: 11/10/2023] Open
Abstract
Cell-free DNA (cfDNA) can be isolated and sequenced from blood and/or urine of cancer patients. Conventional short-read sequencing lacks deployability and speed and can be biased for short cfDNA fragments. Here, we demonstrate that with Oxford Nanopore Technologies (ONT) sequencing we can achieve delivery of genomic and fragmentomic data from liquid biopsies. Copy number aberrations and cfDNA fragmentation patterns can be determined in less than 24 h from sample collection. The tumor-derived cfDNA fraction calculated from plasma of lung cancer patients and urine of bladder cancer patients was highly correlated (R = 0.98) with the tumor fraction calculated from short-read sequencing of the same samples. cfDNA size profile, fragmentation patterns, fragment-end composition, and nucleosome profiling near transcription start sites in plasma and urine exhibited the typical cfDNA features. Additionally, a high proportion of long tumor-derived cfDNA fragments (> 300 bp) are recovered in plasma and urine using ONT sequencing. ONT sequencing is a cost-effective, fast, and deployable approach for obtaining genomic and fragmentomic results from liquid biopsies, allowing the analysis of previously understudied cfDNA populations.
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Affiliation(s)
- Ymke van der Pol
- Pathology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Normastuti Adhini Tantyo
- Pathology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Nils Evander
- Pathology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Anouk E Hentschel
- Pathology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Urology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Birgit Mm Wever
- Pathology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Jip Ramaker
- Pathology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Sanne Bootsma
- Amsterdam UMC Location University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory for Experimental Oncology and Radiobiology, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Gastroenterology Endocrinology Metabolism, Amsterdam, The Netherlands
- Oncode Institute, Amsterdam, The Netherlands
| | - Marieke F Fransen
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
- Pulmonology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Kristiaan J Lenos
- Amsterdam UMC Location University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory for Experimental Oncology and Radiobiology, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Gastroenterology Endocrinology Metabolism, Amsterdam, The Netherlands
- Oncode Institute, Amsterdam, The Netherlands
| | - Louis Vermeulen
- Amsterdam UMC Location University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory for Experimental Oncology and Radiobiology, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Gastroenterology Endocrinology Metabolism, Amsterdam, The Netherlands
- Oncode Institute, Amsterdam, The Netherlands
| | - Famke L Schneiders
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
- Pulmonology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Idris Bahce
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
- Pulmonology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Jakko A Nieuwenhuijzen
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
- Urology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Renske Dm Steenbergen
- Pathology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - D Michiel Pegtel
- Pathology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Norbert Moldovan
- Pathology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
| | - Florent Mouliere
- Pathology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands
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9
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Unal S, Feller R, Stadhouder A, Heineman D, Jiya TU, van Dorp M, Bahce I, Braun J, Senan S, Dahele M, Dickhoff C. Superior Sulcus Tumors Invading the Spine: Multimodal Treatment Outcomes From the Preimmunotherapy Era. JTO Clin Res Rep 2023; 4:100582. [PMID: 38046379 PMCID: PMC10689281 DOI: 10.1016/j.jtocrr.2023.100582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 09/15/2023] [Accepted: 09/26/2023] [Indexed: 12/05/2023] Open
Abstract
Introduction Curative-intent treatment of superior sulcus tumors (SSTs) of the lung invading the spine presents considerable challenges. We retrospectively studied outcomes in a single center, uniformly staged patient cohort treated with induction concurrent chemoradiotherapy followed by surgical resection (trimodality therapy). Methods An institutional surgical database from the period between 2002 and 2021 was accessed to identify SSTs in which the resection included removal of at least part of the vertebral body. All patients were staged using fluorodeoxyglucose positron emission tomography (/computed tomography), computed tomography scan of the chest/upper abdomen, and brain imaging. Surgical morbidity was assessed using the Clavien-Dindo classification. Overall and disease-free survival were calculated using the Kaplan-Meier method. Results A total of 18 patients were included: 8 complete and 10 partial vertebrectomies were performed, with six of the eight complete vertebrectomies involving two vertebral levels, resulting in Complete surgical resection (R0) in 94%. Nine patients had a 1-day procedure, and nine were staged over 2 days. The median follow-up was 30 months (interquartile range 11-57). The 90-day postoperative morbidity was 44% (grade III/IV), with no 90-day surgery-related mortality. There were 83% who had a major pathologic response, associated with improved survival (p = 0.044). The 5-year overall and disease-free survival were 55% and 40%, respectively. Disease progression occurred in 10 patients, comprising locoregional recurrences in two and distant metastases in eight patients. Conclusions Multimodality treatment in selected patients with a superior sulcus tumor invading the spine is safe and results in good survival. Such patients should be referred to expert centers. Future research should focus on improving distant control (e.g. [neo]adjuvant immunotherapy).
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Affiliation(s)
- Semih Unal
- Department of Cardiothoracic Surgery, Amsterdam University Medical Center (UMC), Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Ricardo Feller
- Department of Neurosurgery, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Agnita Stadhouder
- Department of Orthopedic Surgery, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - David.J. Heineman
- Department of Cardiothoracic Surgery, Amsterdam University Medical Center (UMC), Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
| | | | - Martijn van Dorp
- Department of Cardiothoracic Surgery, Amsterdam University Medical Center (UMC), Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
| | - Idris Bahce
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
- Department of Pulmonary Medicine, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Jerry Braun
- Department of Cardiothoracic Surgery, Leiden University Medical Center, Leiden, The Netherlands
| | - Suresh Senan
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
- Department of Radiation Oncology, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Max Dahele
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
- Department of Radiation Oncology, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Chris Dickhoff
- Department of Cardiothoracic Surgery, Amsterdam University Medical Center (UMC), Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
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10
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Böttger F, Radonic T, Bahce I, Monkhorst K, Piersma SR, Pham TV, Dingemans AMC, Hillen LM, Santarpia M, Giovannetti E, Smit EF, Burgers SA, Jimenez CR. Identification of protein biomarkers for prediction of response to platinum-based treatment regimens in patients with non-small cell lung cancer. Mol Oncol 2023. [PMID: 38010703 DOI: 10.1002/1878-0261.13555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 11/06/2023] [Accepted: 11/21/2023] [Indexed: 11/29/2023] Open
Abstract
The majority of patients with resected stage II-IIIA non-small cell lung cancer (NSCLC) are treated with platinum-based adjuvant chemotherapy (ACT) in a one-size-fits-all approach. However, a significant number of patients do not derive clinical benefit, and no predictive patient selection biomarker is currently available. Using mass spectrometry-based proteomics, we have profiled tumour resection material of 2 independent, multi-centre cohorts of in total 67 patients with NSCLC who underwent ACT. Unsupervised cluster analysis of both cohorts revealed a poor response/survival sub-cluster composed of ~ 25% of the patients, that displayed a strong epithelial-mesenchymal transition signature and stromal phenotype. Beyond this stromal sub-population, we identified and validated platinum response prediction biomarker candidates involved in pathways relevant to the mechanism of action of platinum drugs, such as DNA damage repair, as well as less anticipated processes such as those related to the regulation of actin cytoskeleton. Integration with pre-clinical proteomics data supported a role for several of these candidate proteins in platinum response prediction. Validation of one of the candidates (HMGB1) in a third independent patient cohort using immunohistochemistry highlights the potential of translating these proteomics results to clinical practice.
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Affiliation(s)
- Franziska Böttger
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC - location VUmc, The Netherlands
- OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam UMC - location VUmc, The Netherlands
| | - Teodora Radonic
- Department of Pathology, Amsterdam UMC - location VUmc, The Netherlands
| | - Idris Bahce
- Department of Pulmonary Diseases, Amsterdam UMC - location VUmc, The Netherlands
| | - Kim Monkhorst
- Division of Pathology, The Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Sander R Piersma
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC - location VUmc, The Netherlands
- OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam UMC - location VUmc, The Netherlands
| | - Thang V Pham
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC - location VUmc, The Netherlands
- OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam UMC - location VUmc, The Netherlands
| | - Anne-Marie C Dingemans
- Department of Pulmonary Diseases, GROW School for Oncology & Developmental Biology, Maastricht University Medical Center, The Netherlands
- Department of Pulmonary Diseases, Erasmus Medical Centre, Rotterdam, The Netherlands
| | - Lisa M Hillen
- Department of Pathology, Maastricht University Medical Center, The Netherlands
| | - Mariacarmela Santarpia
- Medical Oncology Unit, Department of Human Pathology "G. Barresi", University of Messina, Italy
| | - Elisa Giovannetti
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC - location VUmc, The Netherlands
- Cancer Pharmacology Lab, Fondazione Pisana per la Scienza, Pisa, Italy
| | - Egbert F Smit
- Division of Thoracic Oncology, The Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
- Department of Pulmonary Diseases, Leiden University Medical Center, The Netherlands
| | - Sjaak A Burgers
- Division of Thoracic Oncology, The Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Connie R Jimenez
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC - location VUmc, The Netherlands
- OncoProteomics Laboratory, Cancer Center Amsterdam, Amsterdam UMC - location VUmc, The Netherlands
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11
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van der Pol Y, Moldovan N, Ramaker J, Bootsma S, Lenos KJ, Vermeulen L, Sandhu S, Bahce I, Pegtel DM, Wong SQ, Dawson SJ, Chandrananda D, Mouliere F. The landscape of cell-free mitochondrial DNA in liquid biopsy for cancer detection. Genome Biol 2023; 24:229. [PMID: 37828498 PMCID: PMC10571306 DOI: 10.1186/s13059-023-03074-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Accepted: 09/26/2023] [Indexed: 10/14/2023] Open
Abstract
BACKGROUND Existing methods to detect tumor signal in liquid biopsy have focused on the analysis of nuclear cell-free DNA (cfDNA). However, non-nuclear cfDNA and in particular mitochondrial DNA (mtDNA) has been understudied. We hypothesize that an increase in mtDNA in plasma could reflect the presence of cancer, and that leveraging cell-free mtDNA could enhance cancer detection. RESULTS We survey 203 healthy and 664 cancer plasma samples from three collection centers covering 12 cancer types with whole genome sequencing to catalogue the plasma mtDNA fraction. The mtDNA fraction is increased in individuals with cholangiocarcinoma, colorectal, liver, pancreatic, or prostate cancer, in comparison to that in healthy individuals. We detect almost no increase of mtDNA fraction in individuals with other cancer types. The mtDNA fraction in plasma correlates with the cfDNA tumor fraction as determined by somatic mutations and/or copy number aberrations. However, the mtDNA fraction is also elevated in a fraction of patients without an apparent increase in tumor-derived cfDNA. A predictive model integrating mtDNA and copy number analysis increases the area under the curve (AUC) from 0.73 when using copy number alterations alone to an AUC of 0.81. CONCLUSIONS The mtDNA signal retrieved by whole genome sequencing has the potential to boost the detection of cancer when combined with other tumor-derived signals in liquid biopsies.
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Affiliation(s)
- Ymke van der Pol
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Pathology, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands
| | - Norbert Moldovan
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Pathology, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands
| | - Jip Ramaker
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Pathology, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands
| | - Sanne Bootsma
- Amsterdam UMC Location University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory for Experimental Oncology and Radiobiology, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Gastroenterology Endocrinology Metabolism, Amsterdam, The Netherlands
- Oncode Institute, Amsterdam, The Netherlands
| | - Kristiaan J Lenos
- Amsterdam UMC Location University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory for Experimental Oncology and Radiobiology, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Gastroenterology Endocrinology Metabolism, Amsterdam, The Netherlands
- Oncode Institute, Amsterdam, The Netherlands
| | - Louis Vermeulen
- Amsterdam UMC Location University of Amsterdam, Center for Experimental and Molecular Medicine, Laboratory for Experimental Oncology and Radiobiology, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Gastroenterology Endocrinology Metabolism, Amsterdam, The Netherlands
- Oncode Institute, Amsterdam, The Netherlands
| | - Shahneen Sandhu
- Peter MacCallum Cancer Centre, Melbourne, Australia
- Sir Peter MacCallum, Department of Oncology, University of Melbourne, Melbourne, Australia
| | - Idris Bahce
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Pulmonology, Amsterdam, the Netherlands
| | - D Michiel Pegtel
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Pathology, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands
| | - Stephen Q Wong
- Peter MacCallum Cancer Centre, Melbourne, Australia
- Sir Peter MacCallum, Department of Oncology, University of Melbourne, Melbourne, Australia
| | - Sarah-Jane Dawson
- Peter MacCallum Cancer Centre, Melbourne, Australia.
- Sir Peter MacCallum, Department of Oncology, University of Melbourne, Melbourne, Australia.
- Centre for Cancer Research, University of Melbourne, Melbourne, Australia.
| | - Dineika Chandrananda
- Peter MacCallum Cancer Centre, Melbourne, Australia.
- Sir Peter MacCallum, Department of Oncology, University of Melbourne, Melbourne, Australia.
| | - Florent Mouliere
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Pathology, Amsterdam, the Netherlands.
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands.
- Cancer Research UK Cancer Biomarker Centre, Manchester, UK.
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12
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Dickhoff C, Heineman DJ, Bahce I, Senan S. Unresectable Stage III NSCLC Can Be Reevaluated for Resectability After Initial Treatment. J Thorac Oncol 2023; 18:1124-1128. [PMID: 37599045 DOI: 10.1016/j.jtho.2023.06.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 05/29/2023] [Accepted: 06/02/2023] [Indexed: 08/22/2023]
Affiliation(s)
- Chris Dickhoff
- Department of Cardiothoracic Surgery, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands; Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands.
| | - David Jonathan Heineman
- Department of Cardiothoracic Surgery, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands; Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
| | - Idris Bahce
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands; Department of Pulmonary Medicine, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Suresh Senan
- Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands; Department of Radiation Oncology, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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13
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Ulas EB, Hashemi SM, Houda I, Kaynak A, Veltman JD, Fransen MF, Radonic T, Bahce I. Predictive Value of Combined Positive Score and Tumor Proportion Score for Immunotherapy Response in Advanced NSCLC. JTO Clin Res Rep 2023; 4:100532. [PMID: 37681219 PMCID: PMC10480627 DOI: 10.1016/j.jtocrr.2023.100532] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Revised: 05/22/2023] [Accepted: 05/22/2023] [Indexed: 09/09/2023] Open
Abstract
Introduction In advanced-stage NSCLC, tumor proportion score (TPS) is typically used to predict the efficacy of immune checkpoint inhibitors (ICIs). Nevertheless, in other cancer types, the combined positive score (CPS), which covers programmed death-ligand 1 (PD-L1) expression on both tumor and surrounding immune cells, is used. We investigated the predictive value of CPS in comparison to TPS in advanced NSCLC. Methods A monocenter, retrospective study was performed in patients with advanced NSCLC treated with ICI monotherapy between 2015 and 2021. Hematoxylin and eosin and PD-L1 were stained on baseline tumor biopsy samples to score PD-L1 by both TPS and CPS. Positivity for TPS and CPS was defined as a score of 1% or above. Progression-free survival and overall survival (OS) were assessed for TPS and CPS scores. Results Among the 187 included patients, PD-L1 positivity was found in 112 patients (59.9%) by TPS and 135 patients (72.2%) by CPS. There was no significant difference in OS between TPS- and TPS+ patients (p = 0.20). Nevertheless, CPS+ patients did have a longer OS than CPS- patients (p = 0.006). OS was superior in both TPS-/CPS+ and TPS+/CPS+ as compared with TPS-/CPS- cases (p = 0.018 and p = 0.015, respectively), whereas no considerable differences in OS were found between TPS-/CPS+ and TPS+/CPS+ cases. Conclusions This retrospective real-world population study revealed that CPS differentiated OS better than TPS in patients with advanced NSCLC with ICI monotherapy. Remarkably, this was driven by the performance of the TPS-/CPS+ subgroup, indicating that CPS may be a better predictive biomarker for ICI efficacy.
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Affiliation(s)
- Ezgi B. Ulas
- Department of Pulmonary Medicine, Amsterdam University Medical Centers, Location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Sayed M.S. Hashemi
- Department of Pulmonary Medicine, Amsterdam University Medical Centers, Location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Ilias Houda
- Department of Pulmonary Medicine, Amsterdam University Medical Centers, Location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Adem Kaynak
- Department of Pulmonary Medicine, Amsterdam University Medical Centers, Location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Joris D. Veltman
- Department of Pulmonary Medicine, Amsterdam University Medical Centers, Location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Marieke F. Fransen
- Department of Pulmonary Medicine, Amsterdam University Medical Centers, Location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Teodora Radonic
- Department of Pathology, Amsterdam University Medical Centers, Location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Idris Bahce
- Department of Pulmonary Medicine, Amsterdam University Medical Centers, Location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
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14
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Blaauwgeers H, Filipello F, Lissenberg-Witte B, Doglioni C, Radonic T, Bahce I, Minami Y, Schonau A, Vincenten JPL, Smit AAJ, Dickhof C, Thunnissen E. Loose Tumor Cells in Pulmonary Arteries of Lung Adenocarcinoma Resection Specimen: No Correlation With Survival, Despite High Prevalence. Arch Pathol Lab Med 2023:495409. [PMID: 37638545 DOI: 10.5858/arpa.2023-0009-oa] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/01/2023] [Indexed: 08/29/2023]
Abstract
CONTEXT.— Loose tumor cells and tumor cell clusters can be recognized in the lumen of intratumoral pulmonary arteries of resected non-small cell lung cancer specimens. It is unclear whether these should be considered tumor-emboli, and as such could predict a worsened prognosis. OBJECTIVE.— To investigate the nature and prognostic impact of pulmonary artery intraluminal tumor cells. DESIGN.— This multicenter study involved an exploratory pilot study and a validation study from 3 institutions. For the exploratory pilot, a retrospective pulmonary resection cohort of primary adenocarcinomas, diagnosed between November 2007 and November 2010, were scored for the presence of tumor cells, as well as potentially other cells in the intravascular spaces using hematoxylin-eosin, and cytokeratin 7 (CK7) stains. In the validation part, 2 retrospective cohorts of resected pulmonary adenocarcinomas, between January 2011 and December 2016, were included. Recurrence-free survival (RFS) and overall survival (OS) data were collected. RESULTS.— In the pilot study, CK7+ intravascular cells, mainly tumor cells, were present in 23 of 33 patients (69.7%). The 5-year OS for patients with intravascular tumor cells was 61%, compared with 40% for patients without intravascular tumor cells (P = .19). In the validation study, CK7+ intravascular tumor cells were present in 41 of 70 patients (58.6%). The 5-year RFS for patients with intravascular tumor cells was 80.0%, compared with 80.6% in patients without intravascular tumor cells (P = .52). The 5-year OS rates were, respectively, 82.8% and 71.6% (P = .16). CONCLUSIONS.— Loose tumor cells in pulmonary arterial lumina were found in most non-small cell lung cancer resection specimens and were not associated with a worse RFS or OS. Therefore, most probably they represent an artifact.
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Affiliation(s)
- Hans Blaauwgeers
- From the Department of Pathology, Onze Lieve Vrouwe Gasthuis LAB BV, Amsterdam, the Netherlands (Blaauwgeers)
| | - Federica Filipello
- The Department of Pathology, Michele and Pietro Ferrero Hospital, Verduno, Italy (Filipello)
| | - Birgit Lissenberg-Witte
- The Department of Epidemiology and Data Science (Lissenberg-Witte), Amsterdam UMC, Location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Claudio Doglioni
- The Department of Pathology, San Raffaele Scientific Institute, Milan, Italy (Doglioni)
| | - Teodora Radonic
- The Department of Pathology (Radonic, Thunnissen), Amsterdam UMC, Location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Idris Bahce
- The Department of Pulmonology (Bahce), Amsterdam UMC, Location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Yuko Minami
- The Department Of Pathology, National Hospital Organization Ibarakihigashi National Hospital, The Center of Chest Diseases and Severe Motor & Intellectual Disabilities, Ibaraki, Japan (Minami)
| | | | - Julien P L Vincenten
- The Department of Pulmonology, Albert Schweitzer Hospital, Dordrecht, the Netherlands (Vincenten)
| | - Adrianus A J Smit
- The Department of Pulmonology, Onze Lieve Vrouwe Gasthuis, Amsterdam, the Netherlands (Smit)
| | - Chris Dickhof
- The Department of Surgery and Cardiothoracic Surgery, Amsterdam UMC-Cancer Center Amsterdam, the Netherlands (Dickhof)
| | - Erik Thunnissen
- The Department of Pathology (Radonic, Thunnissen), Amsterdam UMC, Location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
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15
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Ulas EB, Bahce I. Neoadjuvant immunochemotherapy in resectable non-small cell lung cancer: the more cycles, the better? Transl Lung Cancer Res 2023; 12:1369-1371. [PMID: 37577324 PMCID: PMC10413032 DOI: 10.21037/tlcr-23-329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2023] [Accepted: 07/05/2023] [Indexed: 08/15/2023]
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16
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Dickhoff C, Unal S, Heineman DJ, Winkelman JA, Braun J, Bahce I, van Dorp M, Senan S, Dahele M. Feasibility of salvage resection following locoregional failure after chemoradiotherapy and consolidation durvalumab for unresectable stage III non-small cell lung cancer. Lung Cancer 2023; 182:107294. [PMID: 37442060 DOI: 10.1016/j.lungcan.2023.107294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 05/05/2023] [Accepted: 07/08/2023] [Indexed: 07/15/2023]
Abstract
INTRODUCTION In patients with unresectable stage III non-small cell lung cancer, high-dose chemoradiotherapy (CRT) followed by consolidation durvalumab improves the 5-year overall survival compared to CRT alone. The feasibility and safety of salvage surgery for such patients who subsequently develop locoregional failure (LRF) is unclear. We evaluated our institutional experience with radical-intent salvage surgery in this patient population. MATERIALS AND METHODS Details of patients undergoing salvage surgery for locoregional failure after CRT and durvalumab were identified from an institutional surgical database. Each patient's case underwent multidisciplinary discussion at initial disease presentation, and again at time of progression. RESULTS Ten patients underwent salvage surgery for LRF after prior concurrent (n = 9) or sequential (n = 1) platinum-based high-dose chemo-radiotherapy followed by durvalumab. Consolidation durvalumab was completed in 4 patients, and discontinued in 6, due to either toxicity or disease progression. Median time between end of radiotherapy to detection of LRF was 19 months (range 6-75). Seven patients underwent a lobectomy, 1 a bilobectomy and 2 patients a pneumonectomy. Postoperative morbidity (Clavien-Dindo grade III-V) and 90-day mortality were 10% and 0%, respectively. Median follow-up after surgery was 7 months (range 1-25) during which 2 patients died (both 9 months post-operatively), one due to distant progression, and one of sepsis/bleeding. Eight patients are alive at 1-23 months post-surgery, with 6 showing no evidence of disease. CONCLUSIONS Our results suggest that salvage pulmonary resection can be performed safely in selected patients with LRF following chemoradiotherapy and durvalumab. This radical-intent treatment option merits consideration by multidisciplinary lung tumor boards.
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Affiliation(s)
- C Dickhoff
- Department of Cardiothoracic Surgery, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands; Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands.
| | - S Unal
- Department of Cardiothoracic Surgery, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands; Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
| | - D J Heineman
- Department of Cardiothoracic Surgery, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands; Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
| | - J A Winkelman
- Department of Cardiothoracic Surgery, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands; Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
| | - J Braun
- Department of Cardiothoracic Surgery, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands; Department of Cardiothoracic Surgery, Leiden University Medical Center, Albinusdreef 2, Leiden, The Netherlands
| | - I Bahce
- Department of Pulmonary Medicine, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands; Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
| | - M van Dorp
- Department of Cardiothoracic Surgery, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands; Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
| | - S Senan
- Department of Radiation Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands; Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
| | - M Dahele
- Department of Radiation Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, Boelelaan 1117, Amsterdam, The Netherlands; Cancer Center Amsterdam, Cancer Treatment and Quality of Life, Amsterdam, The Netherlands
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17
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Antunes-Ferreira M, D'Ambrosi S, Arkani M, Post E, In 't Veld SGJG, Ramaker J, Zwaan K, Kucukguzel ED, Wedekind LE, Griffioen AW, Oude Egbrink M, Kuijpers MJE, van den Broek D, Noske DP, Hartemink KJ, Sabrkhany S, Bahce I, Sol N, Bogaard HJ, Koppers-Lalic D, Best MG, Wurdinger T. Tumor-educated platelet blood tests for Non-Small Cell Lung Cancer detection and management. Sci Rep 2023; 13:9359. [PMID: 37291189 PMCID: PMC10250384 DOI: 10.1038/s41598-023-35818-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 05/24/2023] [Indexed: 06/10/2023] Open
Abstract
Liquid biopsy approaches offer a promising technology for early and minimally invasive cancer detection. Tumor-educated platelets (TEPs) have emerged as a promising liquid biopsy biosource for the detection of various cancer types. In this study, we processed and analyzed the TEPs collected from 466 Non-small Cell Lung Carcinoma (NSCLC) patients and 410 asymptomatic individuals (controls) using the previously established thromboSeq protocol. We developed a novel particle-swarm optimization machine learning algorithm which enabled the selection of an 881 RNA biomarker panel (AUC 0.88). Herein we propose and validate in an independent cohort of samples (n = 558) two approaches for blood samples testing: one with high sensitivity (95% NSCLC detected) and another with high specificity (94% controls detected). Our data explain how TEP-derived spliced RNAs may serve as a biomarker for minimally-invasive clinical blood tests, complement existing imaging tests, and assist the detection and management of lung cancer patients.
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Affiliation(s)
- Mafalda Antunes-Ferreira
- Department of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, VU University Medical Center, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Brain Tumor Center Amsterdam, Amsterdam, The Netherlands
| | - Silvia D'Ambrosi
- Department of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, VU University Medical Center, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Brain Tumor Center Amsterdam, Amsterdam, The Netherlands
| | - Mohammad Arkani
- Department of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, VU University Medical Center, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Department of Pulmonary Medicine, Amsterdam UMC Location Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
- Department of Biomedical Data Science, Leiden University Medical Center, Leiden, The Netherlands
| | - Edward Post
- Department of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, VU University Medical Center, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Brain Tumor Center Amsterdam, Amsterdam, The Netherlands
| | - Sjors G J G In 't Veld
- Department of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, VU University Medical Center, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Brain Tumor Center Amsterdam, Amsterdam, The Netherlands
| | - Jip Ramaker
- Department of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, VU University Medical Center, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Brain Tumor Center Amsterdam, Amsterdam, The Netherlands
| | - Kenn Zwaan
- Department of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, VU University Medical Center, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Brain Tumor Center Amsterdam, Amsterdam, The Netherlands
| | - Ece Demirel Kucukguzel
- Department of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, VU University Medical Center, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Brain Tumor Center Amsterdam, Amsterdam, The Netherlands
| | - Laurine E Wedekind
- Department of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, VU University Medical Center, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Brain Tumor Center Amsterdam, Amsterdam, The Netherlands
| | - Arjan W Griffioen
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Department of Medical Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Mirjam Oude Egbrink
- Department of Physiology, Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands
| | - Marijke J E Kuijpers
- Department of Biochemistry, Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands
| | - Daan van den Broek
- Department of Laboratory Medicine, The Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - David P Noske
- Department of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, VU University Medical Center, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Brain Tumor Center Amsterdam, Amsterdam, The Netherlands
| | - Koen J Hartemink
- Department of Thoracic Surgery, The Netherlands Cancer Institute-Antoni Van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Siamack Sabrkhany
- Department of Physiology, Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, The Netherlands
| | - Idris Bahce
- Department of Pulmonary Medicine, Amsterdam UMC Location Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Nik Sol
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Brain Tumor Center Amsterdam, Amsterdam, The Netherlands
- Department of Neurology, Amsterdam UMC Location Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Harm-Jan Bogaard
- Department of Pulmonary Medicine, Amsterdam UMC Location Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | | | - Myron G Best
- Department of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, VU University Medical Center, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
- Brain Tumor Center Amsterdam, Amsterdam, The Netherlands
| | - Thomas Wurdinger
- Department of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, VU University Medical Center, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands.
- Cancer Center Amsterdam, Amsterdam, The Netherlands.
- Brain Tumor Center Amsterdam, Amsterdam, The Netherlands.
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Miedema IHC, Huisman MC, Zwezerijnen GJC, Grempler R, Pitarch AP, Thiele A, Hesse R, Elgadi M, Peltzer A, Vugts DJ, van Dongen GAMS, de Gruijl TD, Menke-van der Houven van Oordt CW, Bahce I. 89Zr-immuno-PET using the anti-LAG-3 tracer [ 89Zr]Zr-BI 754111: demonstrating target specific binding in NSCLC and HNSCC. Eur J Nucl Med Mol Imaging 2023; 50:2068-2080. [PMID: 36859619 PMCID: PMC10199858 DOI: 10.1007/s00259-023-06164-w] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 02/18/2023] [Indexed: 03/03/2023]
Abstract
PURPOSE Although lymphocyte activation gene-3 (LAG-3) directed therapies demonstrate promising clinical anti-cancer activity, only a subset of patients seems to benefit and predictive biomarkers are lacking. Here, we explored the potential use of the anti-LAG-3 antibody tracer [89Zr]Zr-BI 754111 as a predictive imaging biomarker and investigated its target specific uptake as well as the correlation of its tumor uptake and the tumor immune infiltration. METHODS Patients with head and neck (N = 2) or lung cancer (N = 4) were included in an imaging substudy of a phase 1 trial with BI 754091 (anti-PD-1) and BI 754111 (anti-LAG-3). After baseline tumor biopsy and [18F]FDG-PET, patients were given 240 mg of BI 754091, followed 8 days later by administration of [89Zr]Zr-BI 754111 (37 MBq, 4 mg). PET scans were performed 2 h, 96 h, and 144 h post-injection. To investigate target specificity, a second tracer administration was given two weeks later, this time with pre-administration of 40 (N = 3) or 600 mg (N = 3) unlabeled BI 754111, followed by PET scans at 96 h and 144 h post-injection. Tumor immune cell infiltration was assessed by immunohistochemistry and RNA sequencing. RESULTS Tracer uptake in tumors was clearly visible at the 4-mg mass dose (tumor-to-plasma ratio 1.63 [IQR 0.37-2.89]) and could be saturated by increasing mass doses (44 mg: 0.67 [IQR 0.50-0.85]; 604 mg: 0.56 [IQR 0.42-0.75]), demonstrating target specificity. Tumor uptake correlated to immune cell-derived RNA signatures. CONCLUSIONS [89Zr]Zr-BI-754111 PET imaging shows favorable technical and biological characteristics for developing a potential predictive imaging biomarker for LAG-3-directed therapies. TRIAL REGISTRATION ClinicalTrials.gov , NCT03780725. Registered 19 December 2018.
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Affiliation(s)
- Iris H C Miedema
- Department of Medical Oncology, Amsterdam UMC location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, the Netherlands
- Imaging and Biomarkers, Cancer Center Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, the Netherlands
| | - Marc C Huisman
- Imaging and Biomarkers, Cancer Center Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, the Netherlands
- Department of Radiology and Nuclear Medicine, Amsterdam UMC location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, the Netherlands
| | - Gerben J C Zwezerijnen
- Imaging and Biomarkers, Cancer Center Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, the Netherlands
- Department of Radiology and Nuclear Medicine, Amsterdam UMC location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, the Netherlands
| | - Rolf Grempler
- Department of Translational Medicine & Clinical Pharmacology, Boehringer Ingelheim Pharmaceuticals, 900 Ridgebury Road, Ridgefield, CT, 06877, USA
| | - Alejandro Perez Pitarch
- Department of Translational Medicine & Clinical Pharmacology, Boehringer Ingelheim Pharma GmbH & Co. KG, Birkendorfer Strasse 65, 88400, Biberach and der Riss, Germany
| | - Andrea Thiele
- Department of Translational Medicine & Clinical Pharmacology, Boehringer Ingelheim Pharma GmbH & Co. KG, Birkendorfer Strasse 65, 88400, Biberach and der Riss, Germany
| | - Raphael Hesse
- Department of Translational Medicine & Clinical Pharmacology, Boehringer Ingelheim Pharma GmbH & Co. KG, Birkendorfer Strasse 65, 88400, Biberach and der Riss, Germany
| | - Mabrouk Elgadi
- Department of Translational Medicine & Clinical Pharmacology, Boehringer Ingelheim Pharmaceuticals, 900 Ridgebury Road, Ridgefield, CT, 06877, USA
| | - Alexander Peltzer
- Department of Translational Medicine & Clinical Pharmacology, Boehringer Ingelheim Pharma GmbH & Co. KG, Birkendorfer Strasse 65, 88400, Biberach and der Riss, Germany
| | - Danielle J Vugts
- Imaging and Biomarkers, Cancer Center Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, the Netherlands
- Department of Radiology and Nuclear Medicine, Amsterdam UMC location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, the Netherlands
| | - Guus A M S van Dongen
- Imaging and Biomarkers, Cancer Center Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, the Netherlands
- Department of Radiology and Nuclear Medicine, Amsterdam UMC location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, the Netherlands
| | - Tanja D de Gruijl
- Department of Medical Oncology, Amsterdam UMC location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, the Netherlands
- Cancer Biology and Immunology, Cancer Center Amsterdam, De Boelelaan 1117, 1018 HV, Amsterdam, the Netherlands
| | - C Willemien Menke-van der Houven van Oordt
- Department of Medical Oncology, Amsterdam UMC location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, the Netherlands.
- Imaging and Biomarkers, Cancer Center Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, the Netherlands.
| | - Idris Bahce
- Imaging and Biomarkers, Cancer Center Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, the Netherlands
- Department of Pulmonary Medicine, Amsterdam UMC location Vrije Universiteit Amsterdam, De Boelelaan 1117, 1081 HV, Amsterdam, the Netherlands
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19
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Veerman GM, Boosman RJ, Jebbink M, Oomen-de Hoop E, van der Wekken AJ, Bahce I, Hendriks LE, Croes S, Steendam CM, de Jonge E, Koolen SL, Steeghs N, van Schaik RH, Smit EF, Dingemans AMC, Huitema AD, Mathijssen RH. Influence of germline variations in drug transporters ABCB1 and ABCG2 on intracerebral osimertinib efficacy in patients with non-small cell lung cancer. EClinicalMedicine 2023; 59:101955. [PMID: 37125403 PMCID: PMC10139887 DOI: 10.1016/j.eclinm.2023.101955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Revised: 03/15/2023] [Accepted: 03/22/2023] [Indexed: 05/02/2023] Open
Abstract
Background Central nervous system (CNS) metastases are present in approximately 40% of patients with metastatic epidermal growth factor receptor-mutated (EGFRm+) non-small cell lung cancer (NSCLC). The EGFR-tyrosine kinase inhibitor osimertinib is a substrate of transporters ABCB1 and ABCG2 and metabolized by CYP3A4. We investigated relationships between single nucleotide polymorphisms (SNPs) ABCB1 3435C>T, ABCG2 421C>A and 34G>A, and CYP3A4∗22 and CNS treatment efficacy of osimertinib in EGFRm+ NSCLC patients. Methods Patients who started treatment with osimertinib for EGFRm+ NSCLC between November 2014 and June 2021 were included in this retrospective observational multicentre cohort study. For patients with baseline CNS metastases, the primary endpoint was CNS progression-free survival (CNS-PFS; time from osimertinib start until CNS disease progression or death). For patients with no or unknown baseline CNS metastases, the primary endpoint was CNS disease-free survival (CNS-DFS; time from osimertinib start until occurrence of new CNS metastases). Relationships between SNPs and baseline characteristics with CNS-PFS and CNS-DFS were studied with competing-risks survival analysis. Secondary endpoints were relationships between SNPs and PFS, overall survival, severe toxicity, and osimertinib pharmacokinetics. Findings From 572 included patients, 201 had baseline CNS metastases. No SNP was associated with CNS-PFS. Genotype ABCG2 34GA/AA and/or ABCB1 3435CC --present in 35% of patients-- was significantly associated with decreased CNS-DFS (hazard ratio 0.28; 95% CI 0.11-0.73; p = 0.009) in the multivariate analysis. This remained significant after applying a Bonferroni correction and internal validation through bootstrapping. ABCG2 421CA/AA was related to more severe toxicity (27.0% versus 16.5%; p = 0.010). Interpretation ABCG2 34G>A and ABCB1 3435C>T are predictors for developing new CNS metastases during osimertinib treatment, probably because of diminished drug levels in the CNS. ABCG2 421C>A was significantly related with the incidence of severe toxicity. Pre-emptive genotyping for these SNPs could individualize osimertinib therapy. Addition of ABCG2 inhibitors for patients without ABCG2 34G>A should be studied further, to prevent new CNS metastases during osimertinib treatment. Funding No funding was received for this trial.
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Affiliation(s)
- G.D. Marijn Veerman
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Centre, Rotterdam, the Netherlands
- Department of Pulmonary Medicine, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, the Netherlands
- Corresponding author. Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Dr. Molewaterplein 40, 3015 GD Rotterdam, the Netherlands.
| | - Rene J. Boosman
- Department of Pharmacy and Pharmacology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Merel Jebbink
- Department of Pulmonary Medicine, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Esther Oomen-de Hoop
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Anthonie J. van der Wekken
- Department of Pulmonary Medicine, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands
| | - Idris Bahce
- Department of Pulmonary Medicine, Amsterdam University Medical Centres, Location Vrije Universiteit, Amsterdam, the Netherlands
| | - Lizza E.L. Hendriks
- Department of Pulmonary Medicine, Maastricht University Medical Centre, GROW – School for Oncology and Reproduction, Maastricht, the Netherlands
| | - Sander Croes
- Department of Pulmonary Medicine, Maastricht University Medical Centre, GROW – School for Oncology and Reproduction, Maastricht, the Netherlands
- Department of Clinical Pharmacy & Toxicology, Maastricht University Medical Centre, CARIM – School for Cardiovascular Disease, Maastricht, the Netherlands
| | - Christi M.J. Steendam
- Department of Pulmonary Medicine, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, the Netherlands
- Department of Pulmonary Medicine, Amphia Hospital, Breda, the Netherlands
| | - Evert de Jonge
- Department of Clinical Chemistry, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Stijn L.W. Koolen
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Centre, Rotterdam, the Netherlands
- Department of Hospital Pharmacy, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Neeltje Steeghs
- Department of Medical Oncology and Clinical Pharmacology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Ron H.N. van Schaik
- Department of Clinical Chemistry, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Egbert F. Smit
- Department of Pulmonary Medicine, The Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Pulmonary Medicine, Leiden University Hospital, Leiden, the Netherlands
| | - Anne-Marie C. Dingemans
- Department of Pulmonary Medicine, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Alwin D.R. Huitema
- Department of Pharmacy and Pharmacology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Pharmacology, Princess Maxima Center for Paediatric Oncology, Utrecht, the Netherlands
- Department of Clinical Pharmacy, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Ron H.J. Mathijssen
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Centre, Rotterdam, the Netherlands
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20
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van Gulik AL, Sluydts E, Vervoort L, Kockx M, Kortman P, Ylstra B, Finn SP, Bubendorf L, Bahce I, Sie D, Radonic T, Lissenberg-Witte B, Thunnissen E. False positivity in break apart fluorescence in-situ hybridization due to polyploidy. Transl Lung Cancer Res 2023; 12:676-688. [PMID: 37197629 PMCID: PMC10183404 DOI: 10.21037/tlcr-22-516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 03/08/2023] [Indexed: 05/19/2023]
Abstract
Background In-situ hybridization (ISH) is a diagnostic tool in the detection of chromosomal anomalies, which has important implications for diagnosis, classification and prediction of cancer therapy in various diseases. Certain thresholds of number of cells showing an aberrant pattern are commonly used to declare a sample as positive for genomic rearrangements. The phenomenon of polyploidy can be misleading in the interpretation of break apart fluorescence in-situ hybridization (FISH). The aim of this study is to investigate the impact of cell size and ploidy on FISH results. Methods In sections of varying thickness of control liver tissue and non-small cell lung cancer cases, nuclear size was measured and the number of MET chromogenic ISH and ALK FISH (liver) or ALK and ROS1 FISH (lung cancer) signals was manually counted and quantified. Results In liver cell nuclei the number of FISH/chromogenic ISH signals increases with nuclear size related to physiological polyploidy and is related to section thickness. In non-small cell lung cancer cases tumour cells with higher ploidy levels and nuclear size have an increased chance of single signals. Furthermore, additional lung cancer samples with borderline ALK FISH results were examined with a commercial kit for rearrangements. No rearrangements could be demonstrated, proving a false positive ALK FISH result. Conclusions In case of polyploidy there is an increased likelihood of false positivity when using break apart FISH probes. Therefore, we state that prescribing one single cut-off in FISH is inappropriate. In polyploidy, the currently proposed cut-off should only be used with caution and the result should be confirmed by an additional technique.
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Affiliation(s)
| | | | | | | | - Pim Kortman
- Department of Pathology, Amsterdam University Medical Center, Location VUmc, Amsterdam, The Netherlands
| | - Bauke Ylstra
- Department of Pathology, Amsterdam University Medical Center, Location VUmc, Amsterdam, The Netherlands
| | - Stephen P. Finn
- University of Dublin, Trinity College and St. James’s Hospital, Dublin, Ireland
| | - Lukas Bubendorf
- Institute of Pathology, University Hospital Basel, Basel, Switzerland
| | - Idris Bahce
- Department of Pulmonology, Amsterdam University Medical Center, Location VUmc, Amsterdam, The Netherlands
| | - Daoud Sie
- Amsterdam University Medical Center, Location VUmc, Tumor Genome Analysis Core, Amsterdam, The Netherlands
| | - Teodora Radonic
- Department of Pathology, Amsterdam University Medical Center, Location VUmc, Amsterdam, The Netherlands
| | - Birgit Lissenberg-Witte
- Department of Epidemiology and Data Science, Amsterdam University Medical Center, Location VUmc, Amsterdam, The Netherlands
| | - Erik Thunnissen
- Department of Pathology, Amsterdam University Medical Center, Location VUmc, Amsterdam, The Netherlands
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21
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Ulas E, Hashemi S, Houda I, Kaynak A, Veltman J, Fransen M, Radonic T, Bahce I. 62P Predictive value of combined positive score (CPS) and tumor proportion score (TPS) for immunotherapy response in advanced non-small cell lung cancer (NSCLC). J Thorac Oncol 2023. [DOI: 10.1016/s1556-0864(23)00316-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2023]
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22
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Smesseim I, van Boerdonk RA, Dickhoff C, Heineman DJ, Dahele MR, Radonic T, Bahce I, Rauh SP, Comans EFI, Daniels HJMA. Focal 18 F-FDG uptake predicts progression of pre-invasive squamous bronchial lesions to invasive cancers. Thorac Cancer 2023; 14:840-847. [PMID: 36802171 PMCID: PMC10040284 DOI: 10.1111/1759-7714.14815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 01/17/2023] [Accepted: 01/19/2023] [Indexed: 02/20/2023] Open
Abstract
INTRODUCTION Pre-invasive squamous lesions of the central airways can progress into invasive lung cancers. Identifying these high-risk patients could enable detection of invasive lung cancers at an early stage. In this study, we investigated the value of 18 F-fluorodeoxyglucose (18 F-FDG) positron emission tomography (PET) scans in predicting progression in patients with pre-invasive squamous endobronchial lesions. METHODS In this retrospective study, patients with pre-invasive endobronchial lesions, who underwent an 18 F-FDG PET scan at the VU University Medical Center Amsterdam, between January 2000 and December 2016, were included. Autofluorescence bronchoscopy (AFB) was used for tissue sampling and was repeated every 3 months. The minimum and median follow-up was 3 and 46.5 months. Study endpoints were the occurrence of biopsy proven invasive carcinoma, time-to-progression and overall survival (OS). RESULTS A total number of 40 of 225 patients met the inclusion criteria of which 17 (42.5%) patients had a positive baseline 18 F-FDG PET scan. A total of 13 of 17 (76.5%) developed invasive lung carcinoma during follow-up, with a median time to progression of 5.0 months (range, 3.0-25.0). In 23 (57.5%) patients with a negative 18 F-FDG PET scan at baseline, 6 (26%) developed lung cancer, with a median time to progression of 34.0 months (range, 14.0-42.0 months, p < 0.002). With a median OS of 56.0 months (range, 9.0-60.0 months) versus 49.0 months (range, 6.0-60.0 months) (p = 0.876) for the 18 F-FDG PET positive and negative groups, respectively. CONCLUSIONS Patients with pre-invasive endobronchial squamous lesions and a positive baseline 18 F-FDG PET scan were at high-risk for developing lung carcinoma, highlighting that this patient group requires early radical treatment.
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Affiliation(s)
- Illaa Smesseim
- Department of Pulmonary Diseases, Amsterdam University Medical Center, Location Free University Medical Center, Amsterdam, The Netherlands
| | - Robert A van Boerdonk
- Department of Pathology, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Chris Dickhoff
- Department of Cardiothoracic Surgery, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - David J Heineman
- Department of Cardiothoracic Surgery, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Max R Dahele
- Department of Radiotherapy, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Teodora Radonic
- Department of Pathology, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Idris Bahce
- Department of Pulmonary Diseases, Amsterdam University Medical Center, Location Free University Medical Center, Amsterdam, The Netherlands
| | - Simone P Rauh
- Department of Epidemiology and Biostatistics, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Emile F I Comans
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Hans J M A Daniels
- Department of Pulmonary Diseases, Amsterdam University Medical Center, Location Free University Medical Center, Amsterdam, The Netherlands
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23
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Rakaee M, Adib E, Ricciuti B, Sholl LM, Shi W, Alessi JV, Cortellini A, Fulgenzi CAM, Viola P, Pinato DJ, Hashemi S, Bahce I, Houda I, Ulas EB, Radonic T, Väyrynen JP, Richardsen E, Jamaly S, Andersen S, Donnem T, Awad MM, Kwiatkowski DJ. Association of Machine Learning-Based Assessment of Tumor-Infiltrating Lymphocytes on Standard Histologic Images With Outcomes of Immunotherapy in Patients With NSCLC. JAMA Oncol 2023; 9:51-60. [PMID: 36394839 PMCID: PMC9673028 DOI: 10.1001/jamaoncol.2022.4933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Accepted: 08/10/2022] [Indexed: 11/18/2022]
Abstract
Importance Currently, predictive biomarkers for response to immune checkpoint inhibitor (ICI) therapy in lung cancer are limited. Identifying such biomarkers would be useful to refine patient selection and guide precision therapy. Objective To develop a machine-learning (ML)-based tumor-infiltrating lymphocytes (TILs) scoring approach, and to evaluate TIL association with clinical outcomes in patients with advanced non-small cell lung cancer (NSCLC). Design, Setting, and Participants This multicenter retrospective discovery-validation cohort study included 685 ICI-treated patients with NSCLC with median follow-up of 38.1 and 43.3 months for the discovery (n = 446) and validation (n = 239) cohorts, respectively. Patients were treated between February 2014 and September 2021. We developed an ML automated method to count tumor, stroma, and TIL cells in whole-slide hematoxylin-eosin-stained images of NSCLC tumors. Tumor mutational burden (TMB) and programmed death ligand-1 (PD-L1) expression were assessed separately, and clinical response to ICI therapy was determined by medical record review. Data analysis was performed from June 2021 to April 2022. Exposures All patients received anti-PD-(L)1 monotherapy. Main Outcomes and Measures Objective response rate (ORR), progression-free survival (PFS), and overall survival (OS) were determined by blinded medical record review. The area under curve (AUC) of TIL levels, TMB, and PD-L1 in predicting ICI response were calculated using ORR. Results Overall, there were 248 (56%) women in the discovery cohort and 97 (41%) in the validation cohort. In a multivariable analysis, high TIL level (≥250 cells/mm2) was independently associated with ICI response in both the discovery (PFS: HR, 0.71; P = .006; OS: HR, 0.74; P = .03) and validation (PFS: HR = 0.80; P = .01; OS: HR = 0.75; P = .001) cohorts. Survival benefit was seen in both first- and subsequent-line ICI treatments in patients with NSCLC. In the discovery cohort, the combined models of TILs/PD-L1 or TMB/PD-L1 had additional specificity in differentiating ICI responders compared with PD-L1 alone. In the PD-L1 negative (<1%) subgroup, TIL levels had superior classification accuracy for ICI response (AUC = 0.77) compared with TMB (AUC = 0.65). Conclusions and Relevance In these cohorts, TIL levels were robustly and independently associated with response to ICI treatment. Patient TIL assessment is relatively easily incorporated into the workflow of pathology laboratories at minimal additional cost, and may enhance precision therapy.
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Affiliation(s)
- Mehrdad Rakaee
- Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
- Department of Clinical Medicine, UiT The Arctic University of Norway, Tromso, Norway
- Department of Clinical Pathology, University Hospital of North Norway, Tromso, Norway
| | - Elio Adib
- Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
- Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Biagio Ricciuti
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Lynette M. Sholl
- Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Weiwei Shi
- Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Joao V. Alessi
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Alessio Cortellini
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Claudia A. M. Fulgenzi
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
- Department of Medical Oncology, University Campus Bio-Medico, Rome, Italy
| | - Patrizia Viola
- Department of Cellular Pathology, Imperial College London NHS Trust, London, United Kingdom
| | - David J. Pinato
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
- Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Sayed Hashemi
- Department of Pulmonology, Amsterdam UMC, Amsterdam, the Netherlands
| | - Idris Bahce
- Department of Pulmonology, Amsterdam UMC, Amsterdam, the Netherlands
| | - Ilias Houda
- Department of Pulmonology, Amsterdam UMC, Amsterdam, the Netherlands
| | - Ezgi B. Ulas
- Department of Pulmonology, Amsterdam UMC, Amsterdam, the Netherlands
| | - Teodora Radonic
- Department of Pathology, Amsterdam UMC, Amsterdam, the Netherlands
| | - Juha P. Väyrynen
- Cancer and Translational Medicine Research Unit, Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Elin Richardsen
- Department of Clinical Pathology, University Hospital of North Norway, Tromso, Norway
| | - Simin Jamaly
- Department of Medical Biology, UiT The Arctic University of Norway, Tromso, Norway
| | - Sigve Andersen
- Department of Clinical Medicine, UiT The Arctic University of Norway, Tromso, Norway
- Department of Oncology, University Hospital of North Norway, Tromso, Norway
| | - Tom Donnem
- Department of Clinical Medicine, UiT The Arctic University of Norway, Tromso, Norway
- Department of Oncology, University Hospital of North Norway, Tromso, Norway
| | - Mark M. Awad
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - David J. Kwiatkowski
- Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
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24
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Van De Stadt E, Yaqub M, Jahangir AA, Hendrikse H, Bahce I. Radiolabeled EGFR TKI as predictive imaging biomarkers in NSCLC patients – an overview. Front Oncol 2022; 12:900450. [PMID: 36313723 PMCID: PMC9597357 DOI: 10.3389/fonc.2022.900450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 09/28/2022] [Indexed: 12/03/2022] Open
Abstract
Non-small cell lung cancer (NSCLC) has one of the highest cancer-related mortality rates worldwide. In a subgroup of NSCLC, tumor growth is driven by epidermal growth factor receptors (EGFR) that harbor an activating mutation. These patients are best treated with EGFR tyrosine kinase inhibitors (EGFR TKI). Identifying the EGFR mutational status on a tumor biopsy or a liquid biopsy using tumor DNA sequencing techniques is the current approach to predict tumor response on EGFR TKI therapy. However, due to difficulty in reaching tumor sites, and varying inter- and intralesional tumor heterogeneity, biopsies are not always possible or representative of all tumor lesions, highlighting the need for alternative biomarkers that predict tumor response. Positron emission tomography (PET) studies using EGFR TKI-based tracers have shown that EGFR mutational status could be identified, and that tracer uptake could potentially be used as a biomarker for tumor response. However, despite their likely predictive and monitoring value, the EGFR TKI-PET biomarkers are not yet qualified to be used in the routine clinical practice. In this review, we will discuss the currently investigated EGFR-directed PET biomarkers, elaborate on the typical biomarker development process, and describe how the advances, challenges, and opportunities of EGFR PET biomarkers relate to this process on their way to qualification for routine clinical practice.
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Affiliation(s)
- Eveline Van De Stadt
- Department of Pulmonology, Amsterdam University Medical Centers (UMC), VU University Medical Center, Amsterdam, Netherlands
- Cancer Center Amsterdam, Amsterdam University Medical Centers (UMC), Amsterdam, Netherlands
- *Correspondence: Eveline Van De Stadt,
| | - Maqsood Yaqub
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers (UMC), VU University Medical Center, Amsterdam, Netherlands
- Cancer Center Amsterdam, Amsterdam University Medical Centers (UMC), Amsterdam, Netherlands
| | - A. A. Jahangir
- Department of Pulmonology, Amsterdam University Medical Centers (UMC), VU University Medical Center, Amsterdam, Netherlands
| | - Harry Hendrikse
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers (UMC), VU University Medical Center, Amsterdam, Netherlands
- Cancer Center Amsterdam, Amsterdam University Medical Centers (UMC), Amsterdam, Netherlands
| | - Idris Bahce
- Department of Pulmonology, Amsterdam University Medical Centers (UMC), VU University Medical Center, Amsterdam, Netherlands
- Cancer Center Amsterdam, Amsterdam University Medical Centers (UMC), Amsterdam, Netherlands
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25
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In 't Veld SGJG, Arkani M, Post E, Antunes-Ferreira M, D'Ambrosi S, Vessies DCL, Vermunt L, Vancura A, Muller M, Niemeijer ALN, Tannous J, Meijer LL, Le Large TYS, Mantini G, Wondergem NE, Heinhuis KM, van Wilpe S, Smits AJ, Drees EEE, Roos E, Leurs CE, Tjon Kon Fat LA, van der Lelij EJ, Dwarshuis G, Kamphuis MJ, Visser LE, Harting R, Gregory A, Schweiger MW, Wedekind LE, Ramaker J, Zwaan K, Verschueren H, Bahce I, de Langen AJ, Smit EF, van den Heuvel MM, Hartemink KJ, Kuijpers MJE, Oude Egbrink MGA, Griffioen AW, Rossel R, Hiltermann TJN, Lee-Lewandrowski E, Lewandrowski KB, De Witt Hamer PC, Kouwenhoven M, Reijneveld JC, Leenders WPJ, Hoeben A, Verdonck-de Leeuw IM, Leemans CR, Baatenburg de Jong RJ, Terhaard CHJ, Takes RP, Langendijk JA, de Jager SC, Kraaijeveld AO, Pasterkamp G, Smits M, Schalken JA, Łapińska-Szumczyk S, Łojkowska A, Żaczek AJ, Lokhorst H, van de Donk NWCJ, Nijhof I, Prins HJ, Zijlstra JM, Idema S, Baayen JC, Teunissen CE, Killestein J, Besselink MG, Brammen L, Bachleitner-Hofmann T, Mateen F, Plukker JTM, Heger M, de Mast Q, Lisman T, Pegtel DM, Bogaard HJ, Jassem J, Supernat A, Mehra N, Gerritsen W, de Kroon CD, Lok CAR, Piek JMJ, Steeghs N, van Houdt WJ, Brakenhoff RH, Sonke GS, Verheul HM, Giovannetti E, Kazemier G, Sabrkhany S, Schuuring E, Sistermans EA, Wolthuis R, Meijers-Heijboer H, Dorsman J, Oudejans C, Ylstra B, Westerman BA, van den Broek D, Koppers-Lalic D, Wesseling P, Nilsson RJA, Vandertop WP, Noske DP, Tannous BA, Sol N, Best MG, Wurdinger T. Detection and localization of early- and late-stage cancers using platelet RNA. Cancer Cell 2022; 40:999-1009.e6. [PMID: 36055228 DOI: 10.1016/j.ccell.2022.08.006] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 05/06/2022] [Accepted: 08/08/2022] [Indexed: 01/12/2023]
Abstract
Cancer patients benefit from early tumor detection since treatment outcomes are more favorable for less advanced cancers. Platelets are involved in cancer progression and are considered a promising biosource for cancer detection, as they alter their RNA content upon local and systemic cues. We show that tumor-educated platelet (TEP) RNA-based blood tests enable the detection of 18 cancer types. With 99% specificity in asymptomatic controls, thromboSeq correctly detected the presence of cancer in two-thirds of 1,096 blood samples from stage I-IV cancer patients and in half of 352 stage I-III tumors. Symptomatic controls, including inflammatory and cardiovascular diseases, and benign tumors had increased false-positive test results with an average specificity of 78%. Moreover, thromboSeq determined the tumor site of origin in five different tumor types correctly in over 80% of the cancer patients. These results highlight the potential properties of TEP-derived RNA panels to supplement current approaches for blood-based cancer screening.
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Affiliation(s)
- Sjors G J G In 't Veld
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Clinical Chemistry, Neurochemistry Lab, Boelelaan 1117, Amsterdam, the Netherlands; Neuroscience Campus Amsterdam, Amsterdam, the Netherlands
| | - Mohammad Arkani
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Pulmonary Medicine, Boelelaan 1117, Amsterdam, the Netherlands
| | - Edward Post
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands
| | - Mafalda Antunes-Ferreira
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands
| | - Silvia D'Ambrosi
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands
| | - Daan C L Vessies
- Department of Laboratory Medicine, the Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands
| | - Lisa Vermunt
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Clinical Chemistry, Neurochemistry Lab, Boelelaan 1117, Amsterdam, the Netherlands; Neuroscience Campus Amsterdam, Amsterdam, the Netherlands
| | - Adrienne Vancura
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands
| | - Mirte Muller
- Department of Thoracic Oncology, the Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands
| | - Anna-Larissa N Niemeijer
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Pulmonary Medicine, Boelelaan 1117, Amsterdam, the Netherlands
| | - Jihane Tannous
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA; Neuroscience Program, Harvard Medical School, Boston, MA, USA
| | - Laura L Meijer
- Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Surgery, Boelelaan 1117, Amsterdam, the Netherlands
| | - Tessa Y S Le Large
- Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Surgery, Boelelaan 1117, Amsterdam, the Netherlands
| | - Giulia Mantini
- Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Medical Oncology, Boelelaan 1117, Amsterdam, the Netherlands
| | - Niels E Wondergem
- Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Otolaryngology and Head and Neck Surgery, Boelelaan 1117, Amsterdam, the Netherlands
| | - Kimberley M Heinhuis
- Department of Medical Oncology, the Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands; Department of Clinical Pharmacology, the Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands
| | - Sandra van Wilpe
- Department of Medical Oncology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - A Josien Smits
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Pulmonary Medicine, Boelelaan 1117, Amsterdam, the Netherlands
| | - Esther E E Drees
- Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Pathology, Boelelaan 1117, Amsterdam, the Netherlands
| | - Eva Roos
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Surgery, Boelelaan 1117, Amsterdam, the Netherlands
| | - Cyra E Leurs
- Neuroscience Campus Amsterdam, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurology, Boelelaan 1117, Amsterdam, the Netherlands; MS Center Amsterdam, Amsterdam, the Netherlands
| | | | - Ewoud J van der Lelij
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands
| | - Govert Dwarshuis
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands
| | - Maarten J Kamphuis
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands
| | - Lisanne E Visser
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands
| | - Romee Harting
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands
| | - Annemijn Gregory
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands
| | - Markus W Schweiger
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands; Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA; Neuroscience Program, Harvard Medical School, Boston, MA, USA
| | - Laurine E Wedekind
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands
| | - Jip Ramaker
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands
| | - Kenn Zwaan
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands
| | - Heleen Verschueren
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands
| | - Idris Bahce
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Pulmonary Medicine, Boelelaan 1117, Amsterdam, the Netherlands
| | - Adrianus J de Langen
- Department of Thoracic Oncology, the Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands
| | - Egbert F Smit
- Department of Thoracic Oncology, the Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands
| | - Michel M van den Heuvel
- Department of Thoracic Oncology, the Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands; Department of Respiratory Diseases, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Koen J Hartemink
- Department of Thoracic Surgery, the Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands
| | - Marijke J E Kuijpers
- Department of Biochemistry, Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, the Netherlands; Thrombosis Expertise Centre, Heart and Vascular Centre, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Mirjam G A Oude Egbrink
- Department of Physiology, Cardiovascular Research Institute Maastricht, Maastricht University, Maastricht, the Netherlands
| | - Arjan W Griffioen
- Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Medical Oncology, Boelelaan 1117, Amsterdam, the Netherlands
| | - Rafael Rossel
- Translational Research Unit, Dr. Rosell Oncology Institute, Quirón Dexeus University Hospital, Barcelona, Spain; Pangaea Biotech SL, Barcelona, Spain; Catalan Institute of Oncology, Hospital Germans Trias i Pujol, Barcelona, Spain; Molecular Oncology Research (MORe) Foundation, Barcelona, Spain
| | - T Jeroen N Hiltermann
- University of Groningen, Department of Pulmonary Diseases, University Medical Center Groningen, Groningen, the Netherlands
| | | | - Kent B Lewandrowski
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Philip C De Witt Hamer
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands
| | - Mathilde Kouwenhoven
- Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurology, Boelelaan 1117, Amsterdam, the Netherlands
| | - Jaap C Reijneveld
- Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurology, Boelelaan 1117, Amsterdam, the Netherlands; Department of Neurology, Stichting Epilepsie Instellingen Nederland (SEIN), Heemstede, the Netherlands
| | - William P J Leenders
- Department of Biochemistry, Radboud Institute for Molecular Life Sciences, Nijmegen, the Netherlands
| | - Ann Hoeben
- Department of Medical Oncology, School for Oncology and Developmental Biology (GROW), Maastricht University Medical Center, Maastricht, the Netherlands
| | - Irma M Verdonck-de Leeuw
- Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Otolaryngology and Head and Neck Surgery, Boelelaan 1117, Amsterdam, the Netherlands; Department of Clinical, Neuro- and Developmental Psychology, Faculty of Behavioral and Movement Sciences & Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - C René Leemans
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Otolaryngology and Head and Neck Surgery, Boelelaan 1117, Amsterdam, the Netherlands
| | - Robert J Baatenburg de Jong
- Department of Otolaryngology and Head and Neck Surgery, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - Chris H J Terhaard
- Department of Radiotherapy, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Robert P Takes
- Department of Otorhinolaryngology and Head and Neck Surgery, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Johannes A Langendijk
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Saskia C de Jager
- Department of Experimental Cardiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Adriaan O Kraaijeveld
- Department of Cardiology, Division of Heart and Lungs, Utrecht University Medical Center, Utrecht, the Netherlands
| | - Gerard Pasterkamp
- Department of Experimental Cardiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Minke Smits
- Department of Medical Oncology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Jack A Schalken
- Urological Research Laboratory, Radboud University Medical Center, Nijmegen, the Netherlands; Department of Urology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Sylwia Łapińska-Szumczyk
- Department of Gynaecology, Gynaecological Oncology and Gynaecological Endocrinology, Medical University of Gdańsk, Gdańsk, Poland
| | - Anna Łojkowska
- Department of Gynaecology, Gynaecological Oncology and Gynaecological Endocrinology, Medical University of Gdańsk, Gdańsk, Poland
| | - Anna J Żaczek
- Laboratory of Translational Oncology, Intercollegiate Faculty of Biotechnology, University of Gdańsk and Medical University of Gdańsk, Gdańsk, Poland
| | - Henk Lokhorst
- Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Hematology, Boelelaan 1117, Amsterdam, the Netherlands
| | - Niels W C J van de Donk
- Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Hematology, Boelelaan 1117, Amsterdam, the Netherlands
| | - Inger Nijhof
- Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Hematology, Boelelaan 1117, Amsterdam, the Netherlands
| | - Henk-Jan Prins
- Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Hematology, Boelelaan 1117, Amsterdam, the Netherlands
| | - Josée M Zijlstra
- Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Hematology, Boelelaan 1117, Amsterdam, the Netherlands
| | - Sander Idema
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands
| | - Johannes C Baayen
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands
| | - Charlotte E Teunissen
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Clinical Chemistry, Neurochemistry Lab, Boelelaan 1117, Amsterdam, the Netherlands; Neuroscience Campus Amsterdam, Amsterdam, the Netherlands
| | - Joep Killestein
- Neuroscience Campus Amsterdam, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurology, Boelelaan 1117, Amsterdam, the Netherlands; MS Center Amsterdam, Amsterdam, the Netherlands
| | - Marc G Besselink
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Surgery, Boelelaan 1117, Amsterdam, the Netherlands
| | - Lindsay Brammen
- Department of Surgery, Division of General Surgery, Medical University of Vienna, Vienna, Austria
| | | | - Farrah Mateen
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - John T M Plukker
- Department of Surgery, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Michal Heger
- Department of Pharmaceutics, Jiaxing Key Laboratory for Photonanomedicine and Experimental Therapeutics, College of Medicine, Jiaxing University, Jiaxing, Zhejiang, PR China; Department of Pathology, Laboratory Experimental Oncology, Erasmus MC, Rotterdam, the Netherlands
| | - Quirijn de Mast
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Ton Lisman
- Department of Surgery, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands; Surgical Research Laboratory, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - D Michiel Pegtel
- Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Pathology, Boelelaan 1117, Amsterdam, the Netherlands
| | - Harm-Jan Bogaard
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Pulmonary Medicine, Boelelaan 1117, Amsterdam, the Netherlands
| | - Jacek Jassem
- Department of Oncology and Radiotherapy, Medical University of Gdańsk, Gdańsk, Poland
| | - Anna Supernat
- Laboratory of Translational Oncology, Intercollegiate Faculty of Biotechnology, University of Gdańsk and Medical University of Gdańsk, Gdańsk, Poland
| | - Niven Mehra
- Department of Medical Oncology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Winald Gerritsen
- Department of Medical Oncology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Cornelis D de Kroon
- Department of Obstetrics and Gynaecology, Leiden University Medical Center, Leiden, the Netherlands
| | - Christianne A R Lok
- Department of Gynaecological Oncology, the Netherlands Cancer Institute - Antoni van Leeuwenhoek, Amsterdam, the Netherlands; Center of Gynaecologic Oncology Amsterdam, the Netherlands Cancer Institute - Antoni van Leeuwenhoek, Amsterdam, the Netherlands
| | - Jurgen M J Piek
- Department of Obstetrics and Gynaecology and Catharina Cancer Institute, Catharina Hospital, Eindhoven, the Netherlands
| | - Neeltje Steeghs
- Department of Medical Oncology, the Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands; Department of Clinical Pharmacology, the Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands
| | - Winan J van Houdt
- Department of Surgical Oncology, the Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands
| | - Ruud H Brakenhoff
- Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Otolaryngology and Head and Neck Surgery, Boelelaan 1117, Amsterdam, the Netherlands
| | - Gabe S Sonke
- Department of Medical Oncology, the Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands
| | - Henk M Verheul
- Department of Medical Oncology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Elisa Giovannetti
- Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Medical Oncology, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Pharmacology Lab, AIRC Start-Up Unit, Fondazione Pisana per La Scienza, Pisa, Italy
| | - Geert Kazemier
- Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Surgery, Boelelaan 1117, Amsterdam, the Netherlands
| | - Siamack Sabrkhany
- Department of Physiology, Maastricht University, Maastricht, the Netherlands
| | - Ed Schuuring
- Department of Pathology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Erik A Sistermans
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Clinical Genetics, Boelelaan 1117, Amsterdam, the Netherlands; Amsterdam Reproduction & Development Research Institute, Amsterdam, the Netherlands
| | - Rob Wolthuis
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Clinical Genetics, Boelelaan 1117, Amsterdam, the Netherlands
| | - Hanne Meijers-Heijboer
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Clinical Genetics, Boelelaan 1117, Amsterdam, the Netherlands
| | - Josephine Dorsman
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Clinical Genetics, Boelelaan 1117, Amsterdam, the Netherlands
| | - Cees Oudejans
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Clinical Chemistry, Boelelaan 1117, Amsterdam, the Netherlands
| | - Bauke Ylstra
- Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Pathology, Boelelaan 1117, Amsterdam, the Netherlands
| | - Bart A Westerman
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands
| | - Daan van den Broek
- Department of Laboratory Medicine, the Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands
| | - Danijela Koppers-Lalic
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands
| | - Pieter Wesseling
- Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Pathology, Boelelaan 1117, Amsterdam, the Netherlands; Department of Pathology, Princess Máxima Center for Pediatric Oncology and University Medical Center Utrecht, Utrecht, the Netherlands
| | - R Jonas A Nilsson
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - W Peter Vandertop
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands
| | - David P Noske
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands
| | - Bakhos A Tannous
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA; Neuroscience Program, Harvard Medical School, Boston, MA, USA
| | - Nik Sol
- Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands; Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurology, Boelelaan 1117, Amsterdam, the Netherlands
| | - Myron G Best
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands.
| | - Thomas Wurdinger
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Neurosurgery, Boelelaan 1117, Amsterdam, the Netherlands; Cancer Center Amsterdam and Liquid Biopsy Center, Amsterdam, the Netherlands; Brain Tumor Center Amsterdam, Amsterdam, the Netherlands.
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Bahce I, Schneiders F, Hashemi S, Veltman J, Daniels H, Fransen M, Radonic T, Ulas E, Houda I, Barlo N, Disselhorst M, van Laren M, Tiemessen M, Tarasevych S, van Haarst J, van Tilburg P, Kunst P, Moons-Pasic A, de Gruijl T, Senan S. 1020P Rescue by radiotherapy and anti-CTLA4/PD-1 after failure of anti-PD-1 therapy in metastatic NSCLC patients: The RECLAIM study. Ann Oncol 2022. [DOI: 10.1016/j.annonc.2022.07.1146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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Bahce I, Dickhoff C, Schneiders F, Veltman J, Heineman D, Hashemi S, Fransen M, Vrijmoet A, Houda I, Ulas E, van de Ven P, Bouwhuis N, Meijboom L, Oprea-Lager D, Garcia Vallejo J, de Gruijl T, Radonic T, Senan S. 950O Ipilimumab plus nivolumab and chemoradiotherapy followed by surgery in patients with resectable and borderline resectable lung cancer: The INCREASE trial. Ann Oncol 2022. [DOI: 10.1016/j.annonc.2022.07.1076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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28
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Wever B, Bach S, Tibbesma M, ter Braak T, Wajon D, Dickhoff C, Lissenberg-Witte B, Hulbert A, Kazemier G, Bahce I, Steenbergen R. Detection of non-metastatic non-small-cell lung cancer in urine by methylation-specific PCR analysis: a feasibility study. Lung Cancer 2022; 170:156-164. [DOI: 10.1016/j.lungcan.2022.06.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 05/27/2022] [Accepted: 06/20/2022] [Indexed: 12/25/2022]
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Rakaee M, Adib E, Ricciuti B, Sholl LM, Shi W, Alessi JVM, Cortellini A, Fulgenzi CA, Pinato DJJ, Hashemi SMS, Bahce I, Houda I, Jamaly S, Andersen S, Donnem T, Awad MM, Kwiatkowski DJ. Artificial intelligence in digital pathology approach identifies the predictive impact of tertiary lymphoid structures with immune-checkpoints therapy in NSCLC. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.9065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
9065 Background: The presence of Tertiary Lymphoid Structures (TLS) in multiple cancer types has been recognized as a potential predictive biomarker for response to immune-checkpoint blockade. However, there is no standardized method to quantify their presence. In this context, Artificial Intelligence (AI)-based assessment of histology images may well contribute to improve reproducibility, accuracy and speed of TLS quantification. Methods: We developed an automated workflow for quantification of TLS on digitized H&E slides through A) pixel-level classification of tissue using supervised artificial neural networks model, B) object-level cell classification of candidate TLS regions, C) merging the two approaches for curation and validation of TLS versus non-TLS regions. 433 advanced stage non-small cell lung cancer (NSCLC) patients treated with first or subsequent line of anti-PD-(L)1 single agent at DFCI were included in this study. Results: TLS were detected in 37% (n = 161) of the patients H&E slides, with the highest score of 4.7 TLS per mm2 (interquartile range: Q1 = 0, Q2 = 0, Q3 = 0.03 TLS/mm2). TLS density (per mm2) was significantly higher in surgically resected (n = 246; TLSPOS= 49%) compared to bioptic samples (n = 187; TLSPOS= 21%). No association was observed between TLS and tumor mutational burden (TMB) or PD-L1 protein expression as continuous variables. Among clinically actionable mutations, EGFR (all subtypes) mutated patients (n = 38) had a significantly lower number of TLS compared to patients without EGFR mutations. Patients with ≥ 0.01 TLS/mm2 had a significantly higher objective response rate (32% vs 22%, p = 0.03), a significantly longer median progression-free survival (PFS, 4.8 vs 2.7 months, HR: 0.73, 95% CI: 0.59-0.90, p = 0.004), and a significantly improved median overall survival (OS, 16.5 vs 12.5 months, HR: 0.72, 95% CI: 0.57-0.92, p = 0.008). In multivariable analysis, after adjusting for PD-L1 (≥ vs < 50%), TMB (≥ vs < 10 mu/Mb), sex, age, ECOG score, smoking and line of treatment, TLS/mm2 (≥ vs < 0.01) levels were found to be an independent positive predictive factor for both PFS (HR:0.69, 95% CI: 0.54-0.88, p = 0.003) and OS (HR: 0.70, 95% CI: 0.52-0.93, p = 0.01). Conclusions: These findings suggest that TLS status is an independent predictor of immunotherapy effectiveness in NSCLC, with predictive value similar to that of PD-L1 expression and TMB. This novel AI system has potential for automated identification and quantification of the TLS on digital histopathological slides, and could be utilized in a standard pathology workflow with relative ease. These findings are currently being validated in other solid tumors and cohorts.
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Affiliation(s)
| | - Elio Adib
- The Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, MA
| | - Biagio Ricciuti
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Lynette M. Sholl
- Department of Pathology, Brigham and Women's Hospital, Boston, MA
| | - Weiwei Shi
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | | | - Alessio Cortellini
- Department of Surgery and Cancer, Imperial College London, Faculty of Medicine, Hammersmith Hospital, London, United Kingdom; Department of Biotechnology and Applied Clinical Sciences, University of L'Aquila, London, United Kingdom
| | - Claudia A.M. Fulgenzi
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | | | | | - Idris Bahce
- VU medisch centrum School of Medical Sciences, Amsterdam, Netherlands
| | | | - Simin Jamaly
- UiT The Arctic University of Norway, Tromso, Norway
| | - Sigve Andersen
- Institute of Clinical Medicine, University of Tromsø/Department of Oncology, University Hospital of Tromsø, Tromsø, Norway
| | - Tom Donnem
- Department of Clinical Medicine, UiT The Arctic University of Norway, Tromso, Norway
| | - Mark M. Awad
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - David J. Kwiatkowski
- Cancer Genetics Laboratory, Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA
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30
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Rakaee M, Adib E, Ricciuti B, Sholl LM, Alessi JVM, Cortellini A, Fulgenzi CA, Pinato DJJ, Hashemi SMS, Bahce I, Houda I, Väyrynen JP, Richardsen E, Busund LTR, Andersen S, Donnem T, Awad MM, Kwiatkowski DJ. Digital quantification of lymphocytic infiltration on routine H&E images and immunotherapy response in non–small cell lung cancer. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.9066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
9066 Background: Current biomarker(s) for immuno-oncology (IO) therapy response prediction in lung cancer are limited. Additional predictive biomarkers are useful to help refine patient selection and guide precision therapy. Methods: Biopsy and surgical specimens stained with hematoxylin-eosin (H&E) were subjected to whole-slide scanning for 446 advanced stage non-small cell lung cancer (NSCLC) treated with single agent immune check point inhibitors (ICI). A machine learning model was trained on H&E images for classification of tumor infiltrating lymphocytes (TILs), tumor cells, and stromal cells in specific tissue types. Results: TIL levels were found to be highly variable, with a range of 12 to 4270 cells/mm2, and median of 319 (Q1 = 159, Q3 = 681). TIL levels were assessed on tissue samples from multiple organs which had shown primary or metastatic NSCLC, and were similar across all specimen sites except the liver, for which median TIL levels were significantly lower, at 90 cells/mm2. There was no correlation between tumor mutational burden (TMB) and TIL levels, while high TIL levels were correlated with high PD-L1 (≥ 50%) expression. Patients who experienced a partial/complete response to ICI therapy had a trend to higher median TILs compared to those who had progressive/stable disease (350 versus 310 cells/mm2, P = 0.09). In a multivariable analysis after controlling for covariates (incl. sex, age, cigarette smoking, ECOG, PD-L1, TMB & treatment line), a higher TIL level (≥ 250 cells/mm2) was an independent predictor of IO response for both progression-free survival (PFS; HRadj 0.70; 95% CI, 0.55 - 0.89; P = 0.003) and overall survival (HRadj 0.73; 95% CI, 0.56 - 0.95; P = 0.02). In a ROC analysis considering single biomarkers, PD-L1 had the highest AUC (0.68, P < 0.001), while TIL (AUC = 0.53, P = 0.08) and TMB (AUC = 0.55, P = 0.05) had similar AUC values for classifying responders from non-responders based on objective response rate. Using weighted linear regression approach to combine the biomarkers, paired PD-L1/TMB had the greatest AUC (0.70, P < 0.001) compared to PD-L1 single assay. In the PD-L1 negative (< 1%, N = 50) subgroup, TIL levels had superior predictive performance for classification of IO responders (AUC = 0.77, P = 0.02) compared to TMB (AUC = 0.57, P = 0.3), such that patients with a high TIL level (≥ 250 cells/mm2) had an improved PFS (median PFS: 2.7 vs 2.2 months; HR = 0.48; 95% CI, 0.26 - 0.87; P = 0.02). Conclusions: Digital TIL quantification with use of machine learning is feasible. TIL levels appear to be a robust and independent biomarker of likelihood of response to IO treatment in NSCLC, especially in the PD-L1 negative subgroup. The findings of this study are under validation in additional lung cancer cohorts.
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Affiliation(s)
- Mehrdad Rakaee
- Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Elio Adib
- The Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, MA
| | - Biagio Ricciuti
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Lynette M. Sholl
- Department of Pathology, Brigham and Women's Hospital, Boston, MA
| | | | - Alessio Cortellini
- Department of Surgery and Cancer, Imperial College London, Faculty of Medicine, Hammersmith Hospital, London, United Kingdom; Department of Biotechnology and Applied Clinical Sciences, University of L'Aquila, London, United Kingdom
| | - Claudia A.M. Fulgenzi
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | | | | | - Idris Bahce
- VU medisch centrum School of Medical Sciences, Amsterdam, Netherlands
| | | | | | - Elin Richardsen
- Department of Medical Biology, UiT The Arctic University of Tromsø, Tromsø, Norway
| | | | - Sigve Andersen
- Institute of Clinical Medicine, University of Tromsø/Department of Oncology, University Hospital of Tromsø, Tromsø, Norway
| | - Tom Donnem
- Department of Clinical Medicine, UiT The Arctic University of Norway, Tromso, Norway
| | - Mark M. Awad
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - David J. Kwiatkowski
- Cancer Genetics Laboratory, Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA
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31
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van de Stadt EA, Yaqub M, Schuit RC, Bartelink IH, Leeuwerik AF, Schwarte LA, de Langen AJ, Hendrikse H, Bahce I. Relationship between Biodistribution and Tracer Kinetics of 11C-Erlotinib, 18F-Afatinib and 11C-Osimertinib and Image Quality Evaluation Using Pharmacokinetic/Pharmacodynamic Analysis in Advanced Stage Non-Small Cell Lung Cancer Patients. Diagnostics (Basel) 2022; 12:diagnostics12040883. [PMID: 35453931 PMCID: PMC9032381 DOI: 10.3390/diagnostics12040883] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 03/09/2022] [Accepted: 03/25/2022] [Indexed: 12/28/2022] Open
Abstract
Background: Patients with non-small cell lung cancer (NSCLC) driven by activating epidermal growth factor receptor (EGFR) mutations are best treated with therapies targeting EGFR, i.e., tyrosine kinase inhibitors (TKI). Radiolabeled EGFR-TKI and PET have been investigated to study EGFR-TKI kinetics and its potential role as biomarker of response in NSCLC patients with EGFR mutations (EGFRm). In this study we aimed to compare the biodistribution and kinetics of three different EGFR-TKI, i.e., 11C-erlotinib, 18F-afatinib and 11C-osimertinib. Methods: Data of three prospective studies and 1 ongoing study were re-analysed; data from thirteen patients (EGFRm) were included for 11C-erlotinib, seven patients for 18F-afatinib (EGFRm and EGFR wild type) and four patients for 11C-osimertinib (EGFRm). From dynamic and static scans, SUV and tumor-to-blood (TBR) values were derived for tumor, lung, spleen, liver, vertebra and, if possible, brain tissue. AUC values were calculated using dynamic time-activity-curves. Parent fraction, plasma-to-blood ratio and SUV values were derived from arterial blood data. Tumor-to-lung contrast was calculated, as well as (background) noise to assess image quality. Results: 11C-osimertinib showed the highest SUV and TBR (AUC) values in nearly all tissues. Spleen uptake was notably high for 11C-osimertinib and to a lesser extent for 18F-afatinib. For EGFRm, 11C-erlotinib and 18F-afatinib demonstrated the highest tumor-to-lung contrast, compared to an inverse contrast observed for 11C-osimertinib. Tumor-to-lung contrast and spleen uptake of the three TKI ranked accordingly to the expected lysosomal sequestration. Conclusion: Comparison of biodistribution and tracer kinetics showed that 11C-erlotinib and 18F-afatinib demonstrated the highest tumor-to-background contrast in EGFRm positive tumors. Image quality, based on contrast and noise analysis, was superior for 11C-erlotinib and 18F-afatinib (EGFRm) scans compared to 11C-osimertinib and 18F-afatinib (EGFR wild type) scans.
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Affiliation(s)
| | - Maqsood Yaqub
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Location VUmc, 1081 HZ Amsterdam, The Netherlands; (M.Y.); (R.C.S.); (H.H.)
| | - Robert C. Schuit
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Location VUmc, 1081 HZ Amsterdam, The Netherlands; (M.Y.); (R.C.S.); (H.H.)
| | - Imke H. Bartelink
- Department of Clinical Pharmacology and Pharmacy, Amsterdam UMC Location VUmc, 1081 HZ Amsterdam, The Netherlands; (I.H.B.); (A.F.L.)
| | - Anke F. Leeuwerik
- Department of Clinical Pharmacology and Pharmacy, Amsterdam UMC Location VUmc, 1081 HZ Amsterdam, The Netherlands; (I.H.B.); (A.F.L.)
| | - Lothar A. Schwarte
- Department of Anesthesiology, Amsterdam UMC Location VUmc, 1081 HZ Amsterdam, The Netherlands;
| | - Adrianus J. de Langen
- Department of Thoracic Oncology, Netherlands Cancer Institute, 1066 CX Amsterdam, The Netherlands;
| | - Harry Hendrikse
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Location VUmc, 1081 HZ Amsterdam, The Netherlands; (M.Y.); (R.C.S.); (H.H.)
| | - Idris Bahce
- Department of Pulmonology, Amsterdam UMC Location VUmc, 1081 HV Amsterdam, The Netherlands;
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32
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van Duijvenvoorde M, Derks S, Bahce I, Leemans CR, van de Ven R, Fransen MF. Comparison of the tumor microenvironments of squamous cell carcinoma at different anatomical locations within the upper aerodigestive tract in relation to response to ICI therapy. Clin Transl Immunology 2022; 11:e1363. [PMID: 35035956 PMCID: PMC8747970 DOI: 10.1002/cti2.1363] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 12/07/2021] [Accepted: 12/07/2021] [Indexed: 12/12/2022] Open
Abstract
Immunotherapy with immune checkpoint inhibitors (ICI) has improved treatment outcomes in many cancer types and has focused attention on cancer immunity and the role of the tumor microenvironment (TME). Studies into efficacy of immunotherapy and TME are generally restricted to tumors in one anatomical location, while the histological type may have substantial influence on the contexture of the TME, perhaps more so than anatomical location, and subsequently to the response to immunotherapy. This review aims to focus on the TME in ICI‐treated tumors of the same histological type, namely carcinogen‐induced squamous cell carcinoma developing within the aerodigestive tract, at three locations, i.e. head and neck (HNSCC), esophagus (ESCC) and lung (LUSC).
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Affiliation(s)
- Maurice van Duijvenvoorde
- Department of Pulmonary Diseases Amsterdam UMC, location VUmc Cancer Center Amsterdam and Amsterdam Institute for Infection and Immunity Amsterdam The Netherlands.,Department of Otolaryngology Head and Neck Surgery Amsterdam UMC, location VUmc Cancer Center Amsterdam and Amsterdam Institute for Infection and Immunity Amsterdam The Netherlands
| | - Sarah Derks
- Department of Medical Oncology Amsterdam UMC, location VUmc Cancer Center Amsterdam and Amsterdam Institute for Infection and Immunity Amsterdam The Netherlands.,Oncode Institute Utrecht The Netherlands
| | - Idris Bahce
- Department of Pulmonary Diseases Amsterdam UMC, location VUmc Cancer Center Amsterdam and Amsterdam Institute for Infection and Immunity Amsterdam The Netherlands
| | - C René Leemans
- Department of Otolaryngology Head and Neck Surgery Amsterdam UMC, location VUmc Cancer Center Amsterdam and Amsterdam Institute for Infection and Immunity Amsterdam The Netherlands
| | - Rieneke van de Ven
- Department of Otolaryngology Head and Neck Surgery Amsterdam UMC, location VUmc Cancer Center Amsterdam and Amsterdam Institute for Infection and Immunity Amsterdam The Netherlands
| | - Marieke F Fransen
- Department of Pulmonary Diseases Amsterdam UMC, location VUmc Cancer Center Amsterdam and Amsterdam Institute for Infection and Immunity Amsterdam The Netherlands
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33
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Fransen M, Schneiders F, Kandiah V, Radonic T, Bahce I, Dickhoff C, Gruijl TD. 672 The effect of chemoradiotherapy and tumor histology on the immune contexture of tumor-draining lymph nodes in NSCLC. J Immunother Cancer 2021. [DOI: 10.1136/jitc-2021-sitc2021.672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
BackgroundRecently, the concept of locally delivered immune modulatory agents (re-)invigorating sub-optimally primed tumor-specific T cells and lifting suppression in the tumor microenvironment (TME) and tumor-draining lymph nodes (TDLN) has gained attention. TDLN play an important role in the induction of tumor-specific effector T cells. It is here that specialized dendritic cell (DC) subsets present tumor-derived antigens to naïve T cells and start effective adaptive immune responses to cancer. Unfortunately, TDLN are also rapidly targeted by tumors for immune suppression, which may impair the efficacy of immunotherapy. Currently, there is limited knowledge on the immune contexture of TDLN in non-small cell lung cancer (NSCLC), differences between types of tumor histology, and the influence of standard treatment.MethodsIn an exploratory study, we collected and analyzed viable cells from TDLN from patients with NSCLC, scheduled for surgical resection. To date, we have analyzed 43 TDLN from a total of 10 patients with multiparameter flowcytometry panels, either untreated or after neoadjuvant chemoradiotherapy (nCRT).ResultsOur analyses reveal differences between squamous cell carcinoma (SCC) and adenocarcinoma (AC), discernable even within this small cohort. In AC, higher levels of PD-L1 on CD11c+CD1c- LN-resident macrophages and CD1a+ migratory DC were accompanied by a lower activation state of CD8+ T cells by PD-1, CTLA-4 and CD69 expression levels. Furthermore, we found decreased activation of LN-resident DCs (by PD-L1 and CD83 levels) and a striking decrease in PD-1 and CD69 on CD8+ T cells, a decrease in effector and central memory CD8+ T cells, and an increase in naïve CD8+ T cells and Treg subsets after nCRT treatment, the current standard treatment of stage III NSCLC patients.ConclusionsThese AC/SCC –related differences and nCRT-induced alterations in the immune status of hold clues for future patient stratification and combinatorial design of CRT with immunotherapy.Ethics ApprovalThis study was approved by the Medical Ethics Committee; 2017.545
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Schakenraad A, Hashemi S, Twisk J, Houda I, Ulas E, Daniels JMA, Veltman J, Bahce I. The effect of tumor size and metastatic extent on the efficacy of first line pembrolizumab monotherapy in patients with high PD-L1 expressing advanced NSCLC tumors. Lung Cancer 2021; 162:36-41. [PMID: 34666276 DOI: 10.1016/j.lungcan.2021.10.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2021] [Accepted: 10/05/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND Tumor size and metastatic extent may influence tumor response to immunotherapy in non-small cell lung cancer (NSCLC). The aim of this study was to examine the relationship between both baseline sum of longest diameters (bSLD) and number of metastatic organs (NMO) and the tumor response to pembrolizumab. Secondly, we aimed to analyze the association of baseline SLD and NMO with progression-free survival (PFS) and overall survival (OS). METHODS This retrospective study included patients with high PD-L1 expressing tumors (≥50%) and a good performance score (ECOG ≤ 2) that received first-line pembrolizumab monotherapy. Tumor response was calculated as the 'SLD-change score' and 'early treatment discontinuation' within 3 months on therapy (ETD). The relationship of both bSLD (based on RECIST v1.1) and NMO with tumor response and survival outcome (PFS, OS) was evaluated. RESULTS No significant differences in SLD-change score could be found using bSLD (OR = 1.010, 95%CI = 0.999-1.021), or using NMO at baseline (OR = 1.608, 95%CI = 0.943-2.743). A bSLD cut-off value of 90 mm was found to be most distinctive for ETD. This cut-off value showed a significant difference for PFS (HR = 2.28, 95%CI = 1.12-4.64, p = 0.023) and OS (HR = 2.99, 95%CI = 1.41-6.34, p = 0.004). NMO also showed a difference for PFS and OS, however, not statistically significant. CONCLUSIONS Tumor size and metastatic extent could not discriminate for tumor response, however, a bSLD of 90 mm could differentiate for PFS and OS.
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Affiliation(s)
- Alexandra Schakenraad
- Department of Pulmonary Diseases, Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Sayed Hashemi
- Department of Pulmonary Diseases, Amsterdam University Medical Centers, Amsterdam, the Netherlands.
| | - Jos Twisk
- Department of Epidemiology & Biostatistics, Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Ilias Houda
- Department of Pulmonary Diseases, Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Ezgi Ulas
- Department of Pulmonary Diseases, Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Johannes M A Daniels
- Department of Pulmonary Diseases, Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Joris Veltman
- Department of Pulmonary Diseases, Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - I Bahce
- Department of Pulmonary Diseases, Amsterdam University Medical Centers, Amsterdam, the Netherlands
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Bach S, Wever BMM, van de Wiel MA, Veltman JD, Hashemi SMS, Kazemier G, Bahce I, Steenbergen RDM. Dynamics of methylated cell-free DNA in the urine of non-small cell lung cancer patients. Epigenetics 2021; 17:1057-1069. [PMID: 34605346 PMCID: PMC9542718 DOI: 10.1080/15592294.2021.1982511] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
High levels of methylated DNA in urine represent an emerging biomarker for non-small cell lung cancer (NSCLC) detection and are the subject of ongoing research. This study aimed to investigate the circadian variation of urinary cell-free DNA (cfDNA) abundance and methylation levels of cancer-associated genes in NSCLC patients. In this prospective study of 23 metastatic NSCLC patients with active disease, patients were asked to collect six urine samples during the morning, afternoon, and evening of two subsequent days. Urinary cfDNA concentrations and methylation levels of CDO1, SOX17, and TAC1 were measured at each time point. Circadian variation and between- and within-subject variability were assessed using linear mixed models. Variability was estimated using the Intraclass Correlation Coefficient (ICC), representing reproducibility. No clear circadian patterns could be recognized for cfDNA concentrations or methylation levels across the different sampling time points. Significantly lower cfDNA concentrations were found in males (p=0.034). For cfDNA levels, the between- and within-subject variability were comparable, rendering an ICC of 0.49. For the methylation markers, ICCs varied considerably, ranging from 0.14 to 0.74. Test reproducibility could be improved by collecting multiple samples per patient. In conclusion, there is no preferred collection time for NSCLC detection in urine using methylation markers, but single measurements should be interpreted carefully, and serial sampling may increase test performance. This study contributes to the limited understanding of cfDNA dynamics in urine and the continued interest in urine-based liquid biopsies for cancer diagnostics.
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Affiliation(s)
- Sander Bach
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Surgery, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Birgit M M Wever
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Mark A van de Wiel
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Epidemiology and Data Science, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Joris D Veltman
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pulmonology, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Sayed M S Hashemi
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pulmonology, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Geert Kazemier
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Surgery, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Idris Bahce
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pulmonology, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Renske D M Steenbergen
- Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology, Cancer Center Amsterdam, Amsterdam, The Netherlands
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Blaauwgeers H, Radonic T, Lissenberg-Witte B, Bahce I, Vincenten J, Dickhoff C, Thunnissen E. P06.02 Incorporating Surgical Collapse in the Pathological Assessment of Resected Adenocarcinoma in situ of the Lung. A Proof of Principle Study. J Thorac Oncol 2021. [DOI: 10.1016/j.jtho.2021.08.281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Joosten PJ, Winkelman TA, Heineman DJ, Hashemi SM, Bahce I, Senan S, Paul MA, Hartemink KJ, Dahele M, Dickhoff C. Salvage Surgery for Patients With Local Recurrence or Persistent Disease After Treatment With Chemoradiotherapy for SCLC. JTO Clin Res Rep 2021; 2:100172. [PMID: 34590022 PMCID: PMC8474289 DOI: 10.1016/j.jtocrr.2021.100172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 03/28/2021] [Accepted: 04/01/2021] [Indexed: 11/18/2022] Open
Abstract
Introduction The role of salvage surgery for patients with locoregional (LR) recurrence or persistent SCLC after radical chemoradiotherapy (CRT) for limited-stage disease is not well established. We evaluated our experience. Methods We conducted a retrospective study of consecutive patients who underwent salvage pulmonary resection for LR-recurrent or persistent SCLC between 2008 and 2020 at the Amsterdam University Medical Center. Results A total of 10 patients were identified. Median age at initial diagnosis of limited-stage SCLC was 58.5 years (48-71 y). All patients had radical-intent concurrent CRT. Of the 10 patients, 9 were diagnosed with LR-recurrent or persistent disease with a median of 18 months (3-78 y) after CRT. All patients underwent an anatomical radical resection and mediastinal lymph node dissection. No 90-day mortality was recorded. In addition, one patient developed a LR recurrence 7 months after resection. Distant progression was found in three patients at 6, 32, and 61 months after surgery, all of whom subsequently died of progressive SCLC. Median follow-up was 22.5 months (2-86 mos). Disease-free survival was 34 months; overall survival was not reached. Conclusions For highly selected patients with LR-recurrent or persistent SCLC after CRT, salvage surgery is feasible and can result in clinically meaningful survival. Such patients should be presented to the multidisciplinary tumor board.
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Affiliation(s)
- Pieter J.M. Joosten
- Department of Surgery, Amsterdam University Medical Center, location VUmc Cancer Amsterdam, Amsterdam, The Netherlands
- Department of Surgery, Netherlands Cancer Institute—Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Toon A. Winkelman
- Department of Cardiothoracic Surgery, Amsterdam University Medical Center, location VUmc Cancer Amsterdam, Amsterdam, The Netherlands
| | - David J. Heineman
- Department of Surgery, Amsterdam University Medical Center, location VUmc Cancer Amsterdam, Amsterdam, The Netherlands
- Department of Cardiothoracic Surgery, Amsterdam University Medical Center, location VUmc Cancer Amsterdam, Amsterdam, The Netherlands
| | - Sayed M.S. Hashemi
- Department of Pulmonary Medicine, Amsterdam University Medical Center, location VUmc Cancer Amsterdam, Amsterdam, The Netherlands
| | - Idris Bahce
- Department of Pulmonary Medicine, Amsterdam University Medical Center, location VUmc Cancer Amsterdam, Amsterdam, The Netherlands
| | - Suresh Senan
- Department of Radiation Oncology, Amsterdam University Medical Center, location VUmc Cancer Amsterdam, Amsterdam, The Netherlands
| | - Marinus A. Paul
- Department of Cardiothoracic Surgery, Amsterdam University Medical Center, location VUmc Cancer Amsterdam, Amsterdam, The Netherlands
| | - Koen J. Hartemink
- Department of Surgery, Netherlands Cancer Institute—Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Max Dahele
- Department of Radiation Oncology, Amsterdam University Medical Center, location VUmc Cancer Amsterdam, Amsterdam, The Netherlands
| | - Chris Dickhoff
- Department of Surgery, Amsterdam University Medical Center, location VUmc Cancer Amsterdam, Amsterdam, The Netherlands
- Department of Cardiothoracic Surgery, Amsterdam University Medical Center, location VUmc Cancer Amsterdam, Amsterdam, The Netherlands
- Corresponding author. Address for correspondence: Chris Dickhoff, MD, PhD, Department Cardiothoracic Surgery, Amsterdam University Medical Center, location VUmc, Cancer Center Amsterdam, de Boelelaan 1117, 1081HV, Amsterdam, The Netherlands.
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Remmerts De Vries I, Ronden M, Bahce I, Dahele M, Spoelstra F, De Haan P, Haasbeek C, Lissenberg-Witte B, Slotman B, Verbakel W. P29.04 Treatment Plan Parameters and Toxicity Following Chemoradiotherapy and High-Dose Radiotherapy in Stage III Non-Small Cell Lung Cancer. J Thorac Oncol 2021. [DOI: 10.1016/j.jtho.2021.08.399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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D’Ambrosi S, Visser A, Antunes-Ferreira M, Poutsma A, Giannoukakos S, Sol N, Sabrkhany S, Bahce I, Kuijpers MJE, Oude Egbrink MGA, Griffioen AW, Best MG, Koppers-Lalic D, Oudejans C, Würdinger T. The Analysis of Platelet-Derived circRNA Repertoire as Potential Diagnostic Biomarker for Non-Small Cell Lung Cancer. Cancers (Basel) 2021; 13:4644. [PMID: 34572871 PMCID: PMC8468408 DOI: 10.3390/cancers13184644] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 09/06/2021] [Accepted: 09/13/2021] [Indexed: 12/15/2022] Open
Abstract
Tumor-educated Platelets (TEPs) have emerged as rich biosources of cancer-related RNA profiles in liquid biopsies applicable for cancer detection. Although human blood platelets have been found to be enriched in circular RNA (circRNA), no studies have investigated the potential of circRNA as platelet-derived biomarkers for cancer. In this proof-of-concept study, we examine whether the circRNA signature of blood platelets can be used as a liquid biopsy biomarker for the detection of non-small cell lung cancer (NSCLC). We analyzed the total RNA, extracted from the platelet samples collected from NSCLC patients and asymptomatic individuals, using RNA sequencing (RNA-Seq). Identification and quantification of known and novel circRNAs were performed using the accurate CircRNA finder suite (ACFS), followed by the differential transcript expression analysis using a modified version of our thromboSeq software. Out of 4732 detected circRNAs, we identified 411 circRNAs that are significantly (p-value < 0.05) differentially expressed between asymptomatic individuals and NSCLC patients. Using the false discovery rate (FDR) of 0.05 as cutoff, we selected the nuclear receptor-interacting protein 1 (NRIP1) circRNA (circNRIP1) as a potential biomarker candidate for further validation by reverse transcription-quantitative PCR (RT-qPCR). This analysis was performed on an independent cohort of platelet samples. The RT-qPCR results confirmed the RNA-Seq data analysis, with significant downregulation of circNRIP1 in platelets derived from NSCLC patients. Our findings suggest that circRNAs found in blood platelets may hold diagnostic biomarkers potential for the detection of NSCLC using liquid biopsies.
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Affiliation(s)
- Silvia D’Ambrosi
- Department of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands; (S.D.); (M.A.-F.); (M.G.B.); (D.K.-L.)
| | - Allerdien Visser
- Department of Clinical Chemistry, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands; (A.V.); (A.P.); (C.O.)
| | - Mafalda Antunes-Ferreira
- Department of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands; (S.D.); (M.A.-F.); (M.G.B.); (D.K.-L.)
| | - Ankie Poutsma
- Department of Clinical Chemistry, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands; (A.V.); (A.P.); (C.O.)
| | - Stavros Giannoukakos
- Department of Genetics, Faculty of Science, University of Granada, 18071 Granada, Spain;
- Bioinformatics Laboratory, Biotechnology Institute, Centro de Investigación Biomédica, PTS, 18100 Granada, Spain
| | - Nik Sol
- Brain Tumor Center Amsterdam, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands;
- Department of Neurology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - Siamack Sabrkhany
- Department of Physiology, Cardiovascular Research Institute Maastricht, Maastricht University Medical Center, 6229 ER Maastricht, The Netherlands; (S.S.); (M.G.A.O.E.)
| | - Idris Bahce
- Department of Pulmonary Diseases, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands;
| | - Marijke J. E. Kuijpers
- Department of Biochemistry, Cardiovascular Research Institute Maastricht, Maastricht University, 6229 ER Maastricht, The Netherlands;
| | - Mirjam G. A. Oude Egbrink
- Department of Physiology, Cardiovascular Research Institute Maastricht, Maastricht University Medical Center, 6229 ER Maastricht, The Netherlands; (S.S.); (M.G.A.O.E.)
| | - Arjan W. Griffioen
- Angiogenesis Laboratory, Department of Medical Oncology, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands;
| | - Myron G. Best
- Department of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands; (S.D.); (M.A.-F.); (M.G.B.); (D.K.-L.)
- Brain Tumor Center Amsterdam, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands;
| | - Danijela Koppers-Lalic
- Department of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands; (S.D.); (M.A.-F.); (M.G.B.); (D.K.-L.)
- Brain Tumor Center Amsterdam, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands;
| | - Cees Oudejans
- Department of Clinical Chemistry, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands; (A.V.); (A.P.); (C.O.)
| | - Thomas Würdinger
- Department of Neurosurgery, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands; (S.D.); (M.A.-F.); (M.G.B.); (D.K.-L.)
- Brain Tumor Center Amsterdam, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands;
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Winkelman JA, van der Woude L, Heineman DJ, Bahce I, Damhuis RA, Mahtab EAF, Hartemink KJ, Senan S, Maat APWM, Braun J, Paul MA, Dahele M, Dickhoff C. A nationwide population-based cohort study of surgical care for patients with superior sulcus tumors: Results from the Dutch Lung Cancer Audit for Surgery (DLCA-S). Lung Cancer 2021; 161:42-48. [PMID: 34509720 DOI: 10.1016/j.lungcan.2021.08.018] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 08/19/2021] [Accepted: 08/29/2021] [Indexed: 11/30/2022]
Abstract
OBJECTIVES Data on national patterns of care for patients with superior sulcus tumors (SST) is currently lacking. We investigated the distribution of surgical care and outcome for patients with SST in the Netherlands. MATERIAL AND METHODS Data was retrieved from the Dutch Lung Cancer Audit for Surgery (DLCA-S) for all patients undergoing resection for clinical stage IIB-IV SST from 2012 to 2019. Because DLCA-S is not linked to survival data, survival for a separate cohort (2015-2017) was obtained from the Netherlands Cancer Registry (NCR). RESULTS In the study period, 181 patients had SST surgery, representing 1.03% (181/17488) of all lung cancer pulmonary resections. For 2015-2017, the SST resection rate was 14.4% (79/549), and patients with stage IIB/III SST treated with trimodality had a 3-year overall survival of 67.4%. 63.5% of patients were male, and median age was 60 years. Almost 3/4 of tumors were right sided. Surgery was performed in 20 hospitals, with average number of annual resections ranging from ≤ 1 (n = 17) to 9 (n = 1). 39.8% of resections were performed in 1 center and 63.5% in the 3 most active centers. 12.7% of resections were extended (e.g. vertebral resection). 85.1% of resections were complete (R0). Morbidity and 30-day mortality were 51.4% and 3.3% respectively. Despite treating patients with a higher ECOG performance score and more extended resections, the highest volume center had rates of morbidity/mortality, and length of hospital stay that were comparable to those of the medium volume (n = 2) and low-volume centers (n = 1). CONCLUSION In the Netherlands, surgery for SST accounts for about 1% of all lung cancer pulmonary resections, the number of SST resections/hospital/year varies widely, with most centers performing an average of ≤ 1/year. Morbidity and mortality are acceptable and survival compares favourably with the literature. Although further centralisation is possible, it is unknown whether this will improve outcomes.
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Affiliation(s)
- J A Winkelman
- Department of Cardiothoracic Surgery, the Netherlands.
| | - L van der Woude
- Department of Cardiothoracic Surgery, Radboud University Medical Center, Radboud Institute for Health Sciences, Postbus 9101, 6500 HB Nijmegen, the Netherlands; Dutch Institute for Clinical Auditing, Rijnsburgerweg 10, 2333 AA Leiden, the Netherlands
| | - D J Heineman
- Department of Cardiothoracic Surgery, the Netherlands; Surgery, the Netherlands
| | - I Bahce
- Pulmonary Diseases, Amsterdam University Medical Center, Location VUmc, Cancer Center Amsterdam, de Boelelaan 1117, 1081 HV Amsterdam, the Netherlands
| | - R A Damhuis
- Department of Research, Netherlands Comprehensive Cancer Organization, Godebaldkwartier 419, 3511DT Utrecht, the Netherlands
| | - E A F Mahtab
- Department of Cardiothoracic Surgery, Erasmus Medical Center Rotterdam, Postbus 2040, 3000 CA Rotterdam, the Netherlands
| | - K J Hartemink
- Department of Surgical Oncology, Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Plesmanlaan 121, 1066 CX Amsterdam, the Netherlands
| | - S Senan
- Radiation Oncology, the Netherlands
| | - A P W M Maat
- Department of Cardiothoracic Surgery, Erasmus Medical Center Rotterdam, Postbus 2040, 3000 CA Rotterdam, the Netherlands
| | - J Braun
- Department of Cardiothoracic Surgery, Leiden University Medical Center, Albinusdreef 2, Postbus 9600, 2300 RC Leiden, the Netherlands
| | - M A Paul
- Department of Cardiothoracic Surgery, the Netherlands
| | - M Dahele
- Radiation Oncology, the Netherlands
| | - C Dickhoff
- Department of Cardiothoracic Surgery, the Netherlands; Surgery, the Netherlands
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Ulas EB, Dickhoff C, Schneiders FL, Senan S, Bahce I. Neoadjuvant immune checkpoint inhibitors in resectable non-small-cell lung cancer: a systematic review. ESMO Open 2021; 6:100244. [PMID: 34479033 PMCID: PMC8414043 DOI: 10.1016/j.esmoop.2021.100244] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2021] [Revised: 07/19/2021] [Accepted: 07/26/2021] [Indexed: 12/25/2022] Open
Abstract
Background The neoadjuvant use of immune checkpoint inhibitors (ICIs) in resectable non-small-cell lung cancer (NSCLC) is currently an area of active ongoing research. The place of neoadjuvant ICIs in the treatment guidelines needs to be determined. We carried out a systematic review of published data on neoadjuvant ICIs in resectable NSCLC to study its efficacy and safety. Patients and methods A literature search was carried out using the MEDLINE (PubMed) and Embase databases to retrieve articles and conference abstracts of clinical trials measuring the efficacy [major pathological response (MPR) and pathological complete response (pCR)] and safety (failure to undergo resection, surgical delay, treatment-related adverse events (trAEs) grade ≥3) of neoadjuvant immunotherapy in resectable NSCLC until July 2021. Results Nineteen studies with a total of 1066 patients were included in this systematic review. Neoadjuvant immunotherapy was associated with improved pathological response rates, especially in combination with chemotherapy. Using mono ICI, dual therapy–ICI, chemoradiation–ICI, radiotherapy–ICI, and chemo–ICI, the MPR rates were 0%-45%, 50%, 73%, 53%, and 27%-86%, respectively. Regarding pCR, the rates were 7%-16%, 33%-38%, 27%, 27%, and 9%-63%, respectively. Safety endpoints using monotherapy–ICI, dual therapy–ICI, chemoradiation–ICI, radiotherapy–ICI, and chemo–ICI showed a failure to undergo resection in 0%-17%, 19%-33%, 8%, 13%, and 0%-46%, respectively. The trAEs grade ≥3 rates were 0%-20%, 10%-33%, 7%, 23%, and 0%-67%, respectively. Conclusion In patients with resectable NSCLC stage, neoadjuvant immunotherapy can improve pathological response rates with acceptable toxicity. Further research is needed to identify patients who may benefit most from this approach, and adequately powered trials to establish clinically meaningful benefits are awaited. Neoadjuvant strategies involving immunotherapy are currently being investigated in NSCLC. Neoadjuvant immunotherapy was associated with improvement in pathological response rates. Neoadjuvant immunotherapy can be safe and feasible with acceptable surgical delay and trAEs. Further research is needed to identify patients benefiting most from these approaches.
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Affiliation(s)
- E B Ulas
- Department of Pulmonology, Amsterdam University Medical Center, VU University Medical Center, Cancer Center Amsterdam, Amsterdam, the Netherlands.
| | - C Dickhoff
- Department of Surgery and Cardiothoracic Surgery, Amsterdam University Medical Center, VU University Medical Center, Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - F L Schneiders
- Department of Radiation Oncology, Amsterdam University Medical Center, VU University Medical Center, Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - S Senan
- Department of Radiation Oncology, Amsterdam University Medical Center, VU University Medical Center, Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - I Bahce
- Department of Pulmonology, Amsterdam University Medical Center, VU University Medical Center, Cancer Center Amsterdam, Amsterdam, the Netherlands
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van Vliet C, Schneiders F, Engelsman A, Hashemi S, Bahce I, Haasbeek C, Bruynzeel A, Lagerwaard F, Palacios M, Becker-Commissaris A, Slotman B, Dickhoff C, Senan S. PD-0743 Treatment patterns for adrenal metastases in the era of MR-guided stereotactic ablative radiotherapy. Radiother Oncol 2021. [DOI: 10.1016/s0167-8140(21)07022-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Niemeijer ALN, Oprea Lager DE, Huisman MC, Hoekstra OS, Boellaard R, van de Veen B, Bahce I, Vugts DJ, van Dongen GA, Thunnissen E, Smit E, de Langen AJ. First-in-human study of 89Zr-pembrolizumab PET/CT in patients with advanced stage non-small-cell lung cancer. J Nucl Med 2021; 63:362-367. [PMID: 34272316 DOI: 10.2967/jnumed.121.261926] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Revised: 05/20/2021] [Indexed: 11/16/2022] Open
Abstract
Background: Tumor programmed-death ligand-1 (PD-L1) proportion score is the current method to select non-small-cell lung cancer (NSCLC) patients for single agent treatment with pembrolizumab, a programmed cell death-1 (PD-1) monoclonal antibody. However, not all patients respond to therapy. Better understanding of in vivo drug behavior may help to select patients that benefit most. Methods: NSCLC patients eligible for pembrolizumab monotherapy as first or later line therapy were enrolled. Patients received two injections of 89Zr-pembrolizumab; one without a preceding dose of pembrolizumab and one with 200 mg pembrolizumab, directly prior to tracer injection. Up to four PET/CT scans were obtained after tracer injection. Post-imaging acquisition, patients were treated with 200 mg pembrolizumab, every three weeks. Tumor uptake and tracer biodistribution were visually assessed and quantified as standardized uptake value (SUV). Tumor tracer uptake was correlated with PD-1 and PD-L1 expression and response to pembrolizumab treatment. Results: Twelve NSCLC patients were included. One patient experienced grade 3 myalgia after tracer injection. 89Zr-pembrolizumab was observed in the blood pool, liver and spleen. Tracer uptake was visualized in 47,2% of 72 tumor lesions measuring ≥20 mm long axis diameter, and substantial uptake heterogeneity was observed within and between patients. Uptake was higher in patients with response to pembrolizumab treatment (n = 3) compared to patients without a response (n = 9), although this was not statistically significant (median SUVpeak 11.4 vs 5.7, P = 0.066). No significant correlations were found with PD-L1 or PD-1 immunohistochemistry. Conclusion: 89Zr-pembrolizumab injection was safe with only one grade 3 adverse event, possibly immune related, out of 12 patients. 89Zr-pembrolizumab tumor uptake was higher in patients with response to pembrolizumab treatment, but did not correlate with PD-L1 or PD-1 immunohistochemistry.
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Ronden MI, Bahce I, Claessens NJ, Barlo N, Dahele MR, Daniels JM, Tissing-Tan C, Hekma E, Hashemi SM, van der Wel A, Spoelstra FO, Verbakel WFR, Tiemessen MA, van Laren M, Becker A, Tarasevych S, Haasbeek CJ, Maassen van den Brink K, Dickhoff C, Senan S. The Impact of the Availability of Immunotherapy on Patterns of Care in Stage III NSCLC: A Dutch Multicenter Analysis. JTO Clin Res Rep 2021; 2:100195. [PMID: 34590040 PMCID: PMC8474425 DOI: 10.1016/j.jtocrr.2021.100195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 05/02/2021] [Accepted: 05/25/2021] [Indexed: 11/24/2022] Open
Abstract
INTRODUCTION Treatment patterns in stage III NSCLC can vary considerably between countries. The PACIFIC trial reported improvements in progression-free and overall survival with adjuvant durvalumab after concurrent chemoradiotherapy (CCRT). We studied treatment decision-making by three Dutch regional thoracic multidisciplinary tumor boards between 2015 and 2019, to identify changes in practice when adjuvant durvalumab became available. METHODS Details of patients presenting with stage III NSCLC were retrospectively collected. Both CCRT and multimodality schemes incorporating planned surgery were defined as being radical-intent treatment (RIT). RESULTS Of 855 eligible patients, most (95%) were discussed at a thoracic multidisciplinary tumor board, which recommended a RIT in 63% (n = 510). Only 52% (n = 424) of the patients finally received a RIT. Predictors for not recommending RIT were age greater than or equal to 70 years, WHO performance score greater than or equal to 2, Charlson comorbidity index greater than or equal to 2 (excluding age), forced expiratory volume in 1 second less than 80% of predicted value, N3 disease, and period of diagnosis. Between 2015 to 2017 and 2018 to 2019, the proportion of patients undergoing CCRT increased from 34% to 42% (p = 0.02) and use of sequential chemoradiotherapy declined (21%-16%, p = 0.05). Rates of early toxicity and 1-year mortality were comparable for both periods. After 2018, 57% of the patients who underwent CCRT (90 of 159) received adjuvant durvalumab. CONCLUSIONS After publication of the PACIFIC trial, a significant increase was observed in the use of CCRT for patients with stage III NSCLC with rates of early toxicity and mortality being unchanged. Since 2018, 57% of the patients undergoing CCRT went on to receive adjuvant durvalumab. Nevertheless, approximately half of the patients were still considered unfit for a RIT.
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Affiliation(s)
- Merle I. Ronden
- Department of Radiation Oncology, Amsterdam UMC, Amsterdam, the Netherlands
- Department of Pulmonology, Amsterdam UMC, Amsterdam, the Netherlands
| | - Idris Bahce
- Department of Pulmonology, Amsterdam UMC, Amsterdam, the Netherlands
| | | | - Nicole Barlo
- Department of Pulmonology, Noordwest Ziekenhuisgroep, Alkmaar, the Netherlands
| | - Max R. Dahele
- Department of Radiation Oncology, Amsterdam UMC, Amsterdam, the Netherlands
| | | | | | - Edo Hekma
- Department of Surgery, Rijnstate Ziekenhuis, Arnhem, the Netherlands
| | | | | | | | | | - Marian A. Tiemessen
- Department of Pulmonology, Dijklander Ziekenhuis, Hoorn & Purmerend, the Netherlands
| | - Marjolein van Laren
- Department of Pulmonology, Dijklander Ziekenhuis, Hoorn & Purmerend, the Netherlands
| | - Annemarie Becker
- Department of Pulmonology, Amsterdam UMC, Amsterdam, the Netherlands
| | | | | | | | - Chris Dickhoff
- Department of Surgery, Amsterdam UMC, Amsterdam, the Netherlands
| | - Suresh Senan
- Department of Radiation Oncology, Amsterdam UMC, Amsterdam, the Netherlands
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van de Stadt EA, Yaqub M, Lammertsma AA, Poot AJ, Schuit RC, Remmelzwaal S, Schwarte LA, Smit EF, Hendrikse H, Bahce I. Identifying advanced stage NSCLC patients who benefit from afatinib therapy using 18F-afatinib PET/CT imaging. Lung Cancer 2021. [PMID: 33836373 DOI: 10.1016/j.lungcan.2021.03.01] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2023]
Abstract
OBJECTIVES Non-small cell lung cancer (NSCLC) tumors harboring common (exon19del, L858R) and uncommon (e.g. G719X, L861Q) activating epidermal growth factor receptor (EGFR) mutations are best treated with EGFR tyrosine kinase inhibitors (TKI) such as the first-generation EGFR TKI erlotinib, second-generation afatinib or third-generation osimertinib. However, identifying these patients through biopsy is not always possible. Therefore, our aim was to evaluate whether 18F-afatinib PET/CT could identify patients with common and uncommon EGFR mutations. Furthermore, we evaluated the relation between tumor 18F-afatinib uptake and response to afatinib therapy. MATERIALS AND METHODS 18F-afatinib PET/CT was performed in 12 patients: 6 EGFR wild type (WT), 3 EGFR common and 3 EGFR uncommon mutations. Tumor uptake of 18F-afatinib was quantified using TBR_WB60-90 (tumor-to-whole blood activity ratio 60-90 min post-injection) for each tumor. Response was quantified per lesion using percentage of change (PC): [(response measurement (RM)-baseline measurement (BM))/BM]×100. Statistical analyses were performed using t-tests, correlation plots and sensitivity/specificity analysis. RESULTS Twenty-one tumors were identified. Injected dose was 348 ± 31 MBq. Group differences were significant between WT versus EGFR (common and uncommon) activating mutations (p = 0.03). There was no significant difference between EGFR common versus uncommon mutations (p = 0.94). A TBR_WB60-90 cut-off value of 6 showed the best relationship with response with a sensitivity of 70 %, a specificity of 100 % and a positive predictive value of 100 %. CONCLUSION 18F-afatinib uptake was higher in tumors with EGFR mutations (common and uncommon) compared to WT. Furthermore, a TBR_WB60-90 cut-off of 6 was found to best predict response to therapy. 18F-afatinib PET/CT could provide a means to identify EGFR mutation positive patients who benefit from afatinib therapy.
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Affiliation(s)
| | - Maqsood Yaqub
- Department of Radiology and Nuclear Medicine, Amsterdam UMC location VUmc, Amsterdam, the Netherlands
| | - Adriaan A Lammertsma
- Department of Radiology and Nuclear Medicine, Amsterdam UMC location VUmc, Amsterdam, the Netherlands
| | - Alex J Poot
- Department of Radiology and Nuclear Medicine, Amsterdam UMC location VUmc, Amsterdam, the Netherlands
| | - Robert C Schuit
- Department of Radiology and Nuclear Medicine, Amsterdam UMC location VUmc, Amsterdam, the Netherlands
| | - Sharon Remmelzwaal
- Department of Epidemiology and Data Science, Amsterdam UMC location VUmc, Amsterdam, the Netherlands
| | - Lothar A Schwarte
- Department of Anesthesiology, Amsterdam UMC location VUmc, Amsterdam, the Netherlands
| | - Egbert F Smit
- Department of Pulmonology, Amsterdam UMC location VUmc, Amsterdam, the Netherlands; Department of Thoracic Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Harry Hendrikse
- Department of Radiology and Nuclear Medicine, Amsterdam UMC location VUmc, Amsterdam, the Netherlands; Department of Clinical Pharmacology and Pharmacy, Amsterdam UMC location VUmc, Amsterdam, the Netherlands
| | - Idris Bahce
- Department of Pulmonology, Amsterdam UMC location VUmc, Amsterdam, the Netherlands
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van de Stadt EA, Yaqub M, Lammertsma AA, Poot AJ, Schuit RC, Remmelzwaal S, Schwarte LA, Smit EF, Hendrikse H, Bahce I. Identifying advanced stage NSCLC patients who benefit from afatinib therapy using 18F-afatinib PET/CT imaging. Lung Cancer 2021; 155:156-162. [PMID: 33836373 DOI: 10.1016/j.lungcan.2021.03.016] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 03/09/2021] [Accepted: 03/22/2021] [Indexed: 12/09/2022]
Abstract
OBJECTIVES Non-small cell lung cancer (NSCLC) tumors harboring common (exon19del, L858R) and uncommon (e.g. G719X, L861Q) activating epidermal growth factor receptor (EGFR) mutations are best treated with EGFR tyrosine kinase inhibitors (TKI) such as the first-generation EGFR TKI erlotinib, second-generation afatinib or third-generation osimertinib. However, identifying these patients through biopsy is not always possible. Therefore, our aim was to evaluate whether 18F-afatinib PET/CT could identify patients with common and uncommon EGFR mutations. Furthermore, we evaluated the relation between tumor 18F-afatinib uptake and response to afatinib therapy. MATERIALS AND METHODS 18F-afatinib PET/CT was performed in 12 patients: 6 EGFR wild type (WT), 3 EGFR common and 3 EGFR uncommon mutations. Tumor uptake of 18F-afatinib was quantified using TBR_WB60-90 (tumor-to-whole blood activity ratio 60-90 min post-injection) for each tumor. Response was quantified per lesion using percentage of change (PC): [(response measurement (RM)-baseline measurement (BM))/BM]×100. Statistical analyses were performed using t-tests, correlation plots and sensitivity/specificity analysis. RESULTS Twenty-one tumors were identified. Injected dose was 348 ± 31 MBq. Group differences were significant between WT versus EGFR (common and uncommon) activating mutations (p = 0.03). There was no significant difference between EGFR common versus uncommon mutations (p = 0.94). A TBR_WB60-90 cut-off value of 6 showed the best relationship with response with a sensitivity of 70 %, a specificity of 100 % and a positive predictive value of 100 %. CONCLUSION 18F-afatinib uptake was higher in tumors with EGFR mutations (common and uncommon) compared to WT. Furthermore, a TBR_WB60-90 cut-off of 6 was found to best predict response to therapy. 18F-afatinib PET/CT could provide a means to identify EGFR mutation positive patients who benefit from afatinib therapy.
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Affiliation(s)
| | - Maqsood Yaqub
- Department of Radiology and Nuclear Medicine, Amsterdam UMC location VUmc, Amsterdam, the Netherlands
| | - Adriaan A Lammertsma
- Department of Radiology and Nuclear Medicine, Amsterdam UMC location VUmc, Amsterdam, the Netherlands
| | - Alex J Poot
- Department of Radiology and Nuclear Medicine, Amsterdam UMC location VUmc, Amsterdam, the Netherlands
| | - Robert C Schuit
- Department of Radiology and Nuclear Medicine, Amsterdam UMC location VUmc, Amsterdam, the Netherlands
| | - Sharon Remmelzwaal
- Department of Epidemiology and Data Science, Amsterdam UMC location VUmc, Amsterdam, the Netherlands
| | - Lothar A Schwarte
- Department of Anesthesiology, Amsterdam UMC location VUmc, Amsterdam, the Netherlands
| | - Egbert F Smit
- Department of Pulmonology, Amsterdam UMC location VUmc, Amsterdam, the Netherlands; Department of Thoracic Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Harry Hendrikse
- Department of Radiology and Nuclear Medicine, Amsterdam UMC location VUmc, Amsterdam, the Netherlands; Department of Clinical Pharmacology and Pharmacy, Amsterdam UMC location VUmc, Amsterdam, the Netherlands
| | - Idris Bahce
- Department of Pulmonology, Amsterdam UMC location VUmc, Amsterdam, the Netherlands
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Ronden M, Bahce I, Hashemi S, Paul M, De Haan P, Becker A, Spoelstra F, Dahele M, Dickhoff C, Tiemessen M, Van Diepen D, Tarasevych S, Looysen E, Van Den Brink KM, Haasbeek N, Daniels J, Van Laren M, Roeleveld R, Alberts B, De Fraiture D, Veltman J, Verbakel W, Senan S. P18.02 Factors Influencing Multi-Disciplinary Tumor Board Recommendations in Stage III Non-Small Cell Lung Cancer. J Thorac Oncol 2021. [DOI: 10.1016/j.jtho.2021.01.558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Bach S, Paulis I, Sluiter NR, Tibbesma M, Martin I, van de Wiel MA, Tuynman JB, Bahce I, Kazemier G, Steenbergen RDM. Detection of colorectal cancer in urine using DNA methylation analysis. Sci Rep 2021; 11:2363. [PMID: 33504902 PMCID: PMC7840909 DOI: 10.1038/s41598-021-81900-6] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 01/11/2021] [Indexed: 12/24/2022] Open
Abstract
Colorectal cancer (CRC) is the second leading cause for cancer-related death globally. Clinically, there is an urgent need for non-invasive CRC detection. This study assessed the feasibility of CRC detection by analysis of tumor-derived methylated DNA fragments in urine. Urine samples, including both unfractioned and supernatant urine fractions, of 92 CRC patients and 63 healthy volunteers were analyzed for DNA methylation levels of 6 CRC-associated markers (SEPT9, TMEFF2, SDC2, NDRG4, VIM and ALX4). Optimal marker panels were determined by two statistical approaches. Methylation levels of SEPT9 were significantly increased in urine supernatant of CRC patients compared to controls (p < 0.0001). Methylation analysis in unfractioned urine appeared inaccurate. Following multivariate logistic regression and classification and regression tree analysis, a marker panel consisting of SEPT9 and SDC2 was able to detect up to 70% of CRC cases in urine supernatant at 86% specificity. First evidence is provided for CRC detection in urine by SEPT9 methylation analysis, which combined with SDC2 allows for an optimal differentiation between CRC patients and controls. Urine therefore provides a promising liquid biopsy for non-invasive CRC detection.
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Affiliation(s)
- S Bach
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - I Paulis
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - N R Sluiter
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - M Tibbesma
- Department of Pathology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - I Martin
- Department of Epidemiology and Data Science, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1089a, Amsterdam, The Netherlands
| | - M A van de Wiel
- Department of Epidemiology and Data Science, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1089a, Amsterdam, The Netherlands
| | - J B Tuynman
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - I Bahce
- Department of Pulmonary Diseases, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - G Kazemier
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - R D M Steenbergen
- Department of Pathology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands.
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Hashemi S, Fransen MF, Niemeijer A, Ben Taleb N, Houda I, Veltman J, Becker-Commissaris A, Daniels H, Crombag L, Radonic T, Jongeneel G, Tarasevych S, Looysen E, van Laren M, Tiemessen M, van Diepen V, Maassen-van den Brink K, Thunnissen E, Bahce I. Surprising impact of stromal TIL's on immunotherapy efficacy in a real-world lung cancer study. Lung Cancer 2021; 153:81-89. [PMID: 33465698 DOI: 10.1016/j.lungcan.2021.01.013] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Revised: 12/09/2020] [Accepted: 01/10/2021] [Indexed: 12/18/2022]
Abstract
INTRODUCTION Immune checkpoint inhibitors (ICI), such as anti-PD-1 agents, have become part of the standard of care treatment of advanced non-small cell lung cancer (NSCLC). Predictive biomarkers are needed to identify patients that benefit from anti-PD-1 treatments. Tumor infiltrating lymphocytes (TILs) and PD-L1 are major players in the ICI mechanism of action. In this study, we assess the impact of real-world clinicopathological variables, including TILs and PD-L1, on anti-PD-1 efficacy. METHODS We performed a monocenter retrospective study in advanced NSCLC treated with nivolumab or pembrolizumab between January 2015 and February 2019. The impact of baseline clinical and pathological variables was assessed by univariate and multivariate models. TILs, defined as CD8+T-cells, and PD-L1 were scored in tumor and stroma, and correlated with progression free survival (PFS) and overall survival (OS). RESULTS We included 366 patients of whom 141 were assessed for tumor and stromal TILs. The median follow-up time was 487 days. In the whole cohort, PFS was associated with high tumor PD-L1, high albumin and good performance. OS was associated with low LDH, high albumin, good performance and 'first-line treatment'. In the TILs subcohort, stromal TILs had the strongest impact on PFS and OS. Stromal TILs were a stronger marker for PFS and OS than tumoral TILs, tumoral PD-L1 or stromal PD-L1. Remaining factors for PFS and OS were albumin and albumin with LDH, respectively. CONCLUSIONS This real-world study on clinicopathological features shows that stromal CD8 + TILs were the strongest predictor for PFS and OS in patients with advanced NSCLC on anti-PD-1 therapy. Other predictors for PFS and OS included albumin and albumin together with LDH, respectively. This study highlights the pivotal role of the stromal compartment in the mechanisms of action of ICI, and the need for further studies aiming to overcome this stromal firewall.
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Affiliation(s)
- S Hashemi
- Department of Pulmonology, Amsterdam UMC, Location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands.
| | - M F Fransen
- Department of Pulmonology, Amsterdam UMC, Location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - A Niemeijer
- Department of Pulmonology, Amsterdam UMC, Location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - N Ben Taleb
- Department of Pulmonology, Amsterdam UMC, Location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - I Houda
- Department of Pulmonology, Amsterdam UMC, Location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - J Veltman
- Department of Pulmonology, Amsterdam UMC, Location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - A Becker-Commissaris
- Department of Pulmonology, Amsterdam UMC, Location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - H Daniels
- Department of Pulmonology, Amsterdam UMC, Location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - L Crombag
- Department of Pulmonology, Amsterdam UMC, Location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - T Radonic
- Department of Pathology, Amsterdam UMC, Location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - G Jongeneel
- Department of Epidemiology & Biostatistics, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - S Tarasevych
- Department of Pulmonology, Zaans Medisch Centrum, Zaandam, The Netherlands
| | - E Looysen
- Department of Pulmonology, Zaans Medisch Centrum, Zaandam, The Netherlands
| | - M van Laren
- Department of Pulmonology, Dijklander Ziekenhuis, Hoorn, The Netherlands
| | - M Tiemessen
- Department of Pulmonology, Dijklander Ziekenhuis, Hoorn, The Netherlands
| | - V van Diepen
- Department of Pulmonology, Dijklander Ziekenhuis, Purmerend, The Netherlands
| | | | - E Thunnissen
- Department of Pathology, Amsterdam UMC, Location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - I Bahce
- Department of Pulmonology, Amsterdam UMC, Location VU University Medical Center, Cancer Center Amsterdam, Amsterdam, The Netherlands
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Ronden MI, Bahce I, Hashemi SMS, Dickhoff C, de Haan PF, Becker A, Spoelstra FOB, Dahele MR, Ali R, Tiemessen MA, Tarasevych S, Maassen van den Brink K, Haasbeek CJA, Daniels JMA, van Laren M, Verbakel WFAR, Senan S. Factors influencing multi-disciplinary tumor board recommendations in stage III non-small cell lung cancer. Lung Cancer 2020; 152:149-156. [PMID: 33418430 DOI: 10.1016/j.lungcan.2020.12.019] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Revised: 12/09/2020] [Accepted: 12/16/2020] [Indexed: 12/25/2022]
Abstract
OBJECTIVES Treatment patterns in patients with stage III non-small cell lung cancer (NSCLC) vary considerably between countries, for reasons that are not well understood. We studied factors influencing treatment decision-making at thoracic multidisciplinary tumor boards (MDT's) and outcome for patients treated between 2015-2017, at a regional network comprising 5 hospitals. MATERIALS AND METHODS Details of all patients, including comorbidities, with stage III NSCLC were collected in an ethics-approved database. Weekly MDT's were conducted. The preferred radical intent treatments (RIT) for suitable patients were assumed to be concurrent chemoradiotherapy and/or surgery and other therapies were non-radical intent treatments (n-RIT). RESULTS Of 197 patients identified, 95 % were discussed at an MDT. RIT were recommended in 61 % of patients, but only 48 % finally received RIT. The estimated median OS was significantly better for patients undergoing RIT (28.3 months, CI-95 % 17.3-39.3), versus those who did not (11.2 months, CI-95 % 8.0-14.3). Patient age ≥70 years and a WHO-PS ≥2 were the most important predictors of not recommending RIT. Deaths due to progressive lung cancer within 2 years were observed in 36, 26 and 29 % of patients who received RIT, sequential chemoradiotherapy or radical radiotherapy. Corresponding comorbidity related deaths within 2 years were 3, 12 and 38 %. CONCLUSION A large number of patients who underwent MDT review were considered too old or not fit for RIT. More effective and better tolerated systemic treatments are required for patients presenting with stage III NSCLC.
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Affiliation(s)
- Merle I Ronden
- Department of Radiation Oncology, Amsterdam UMC, VUmc location, Amsterdam, the Netherlands.
| | - Idris Bahce
- Department of Pulmonology, Amsterdam UMC, VUmc location, Amsterdam, the Netherlands
| | - Sayed M S Hashemi
- Department of Pulmonology, Amsterdam UMC, VUmc location, Amsterdam, the Netherlands
| | - Chris Dickhoff
- Department of Surgery, Amsterdam UMC, VUmc location, Amsterdam, the Netherlands
| | - Patricia F de Haan
- Department of Radiation Oncology, Amsterdam UMC, VUmc location, Amsterdam, the Netherlands
| | - Annemarie Becker
- Department of Pulmonology, Amsterdam UMC, VUmc location, Amsterdam, the Netherlands
| | - Femke O B Spoelstra
- Department of Radiation Oncology, Amsterdam UMC, VUmc location, Amsterdam, the Netherlands
| | - Max R Dahele
- Department of Radiation Oncology, Amsterdam UMC, VUmc location, Amsterdam, the Netherlands
| | - Rania Ali
- Department of Radiation Oncology, Amsterdam UMC, VUmc location, Amsterdam, the Netherlands
| | - Marian A Tiemessen
- Department of Pulmonology, Dijklander Ziekenhuis, Hoorn & Purmerend, the Netherlands
| | | | | | - Cornelis J A Haasbeek
- Department of Radiation Oncology, Amsterdam UMC, VUmc location, Amsterdam, the Netherlands
| | - Johannes M A Daniels
- Department of Pulmonology, Amsterdam UMC, VUmc location, Amsterdam, the Netherlands
| | - Marjolein van Laren
- Department of Pulmonology, Dijklander Ziekenhuis, Hoorn & Purmerend, the Netherlands
| | - Wilko F A R Verbakel
- Department of Radiation Oncology, Amsterdam UMC, VUmc location, Amsterdam, the Netherlands
| | - Suresh Senan
- Department of Radiation Oncology, Amsterdam UMC, VUmc location, Amsterdam, the Netherlands
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