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van Veelen A, Veerman GDM, Verschueren MV, Gulikers JL, Steendam CMJ, Brouns AJWM, Dursun S, Paats MS, Tjan-Heijnen VCG, van der Leest C, Dingemans AMC, Mathijssen RHJ, van de Garde EMW, Souverein P, Driessen JHM, Hendriks LEL, van Geel RMJM, Croes S. Exploring the impact of patient-specific clinical features on osimertinib effectiveness in a real-world cohort of patients with EGFR mutated non-small cell lung cancer. Int J Cancer 2024; 154:332-342. [PMID: 37840304 DOI: 10.1002/ijc.34742] [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: 12/29/2022] [Revised: 05/02/2023] [Accepted: 05/25/2023] [Indexed: 10/17/2023]
Abstract
Osimertinib is prescribed to patients with metastatic non-small cell lung cancer (NSCLC) and a sensitizing EGFR mutation. Limited data exists on the impact of patient characteristics or osimertinib exposure on effectiveness outcomes. This was a Dutch, multicenter cohort study. Eligible patients were ≥18 years, with metastatic EGFRm+ NSCLC, receiving osimertinib. Primary endpoint was progression-free survival (PFS). Secondary endpoints included overall survival (OS) and safety. Kaplan-Meier analyses and multivariate Cox proportional hazard models were performed. In total, 294 patients were included. Primary EGFR-mutations were mainly exon 19 deletions (54%) and p.L858R point mutations (30%). Osimertinib was given in first-line (40%), second-line (46%) or beyond (14%), with median PFS 14.4 (95% CI: 9.4-19.3), 13.9 (95% CI: 11.3-16.1) and 8.7 months (95% CI: 4.6-12.7), respectively. Patients with low BMI (<20.0 kg/m2 ) had significantly shorter PFS/OS compared to all other subgroups. Patients with a high plasma trough concentration in steady state (Cmin,SS ; >271 ng/mL) had shorter PFS compared to a low Cmin,SS (<163 ng/mL; aHR 2.29; 95% CI: 1.13-4.63). A significant longer PFS was seen in females (aHR = 0.61, 95% CI: 0.45-0.82) and patients with the exon 19 deletion (aHR = 0.58, 95% CI: 0.36-0.92). A trend towards longer PFS was seen for TP53 wild-type patients, while age did not impact PFS. Patients with a primary EGFR exon 19 deletion had longer PFS, while a low BMI, male sex and a high Cmin,SS were indicative for shorter PFS and/or OS. Age was not associated with effectiveness outcomes of osimertinib.
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Affiliation(s)
- Ard van Veelen
- Department of Clinical Pharmacy & Toxicology, Maastricht University Medical Center+, Maastricht, The Netherlands
- CARIM School for Cardiovascular Disease, Maastricht University Medical Center+, Maastricht, The Netherlands
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht, The Netherlands
| | - G D Marijn Veerman
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Marjon V Verschueren
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht, The Netherlands
- Department of Clinical Pharmacy, St. Antonius Hospital, Utrecht/Nieuwegein, The Netherlands
| | - Judith L Gulikers
- Department of Clinical Pharmacy & Toxicology, Maastricht University Medical Center+, Maastricht, The Netherlands
- CARIM School for Cardiovascular Disease, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Christi M J Steendam
- Department of Respiratory Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
- Department of Pulmonary Diseases, Catharina Hospital, Eindhoven, The Netherlands
| | - Anita J W M Brouns
- Department of Respiratory Medicine, Zuyderland, Geleen, The Netherlands
- Department of Pulmonary Diseases, GROW-School for Oncology and Reproduction, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Safiye Dursun
- Department of Pulmonary Diseases, GROW-School for Oncology and Reproduction, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Marthe S Paats
- Department of Respiratory Medicine, Erasmus Medical Center, Rotterdam, The Netherlands
| | | | | | | | - Ron H J Mathijssen
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Ewoudt M W van de Garde
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht, The Netherlands
- Department of Clinical Pharmacy, St. Antonius Hospital, Utrecht/Nieuwegein, The Netherlands
| | - Patrick Souverein
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht, The Netherlands
| | - Johanna H M Driessen
- Department of Clinical Pharmacy & Toxicology, Maastricht University Medical Center+, Maastricht, The Netherlands
- CARIM School for Cardiovascular Disease, Maastricht University Medical Center+, Maastricht, The Netherlands
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht, The Netherlands
- NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Lizza E L Hendriks
- Department of Pulmonary Diseases, GROW-School for Oncology and Reproduction, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Robin M J M van Geel
- Department of Clinical Pharmacy & Toxicology, Maastricht University Medical Center+, Maastricht, The Netherlands
- CARIM School for Cardiovascular Disease, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Sander Croes
- Department of Clinical Pharmacy & Toxicology, Maastricht University Medical Center+, Maastricht, The Netherlands
- CARIM School for Cardiovascular Disease, Maastricht University Medical Center+, Maastricht, The Netherlands
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2
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Brouns AJM, van Veelen A, Veerman GDM, Steendam C, Dursun S, van der Leest C, Croes S, Dingemans AMC, Hendriks LE. Incidence of Bone Metastases and Skeletal-Related Events in Patients With EGFR-Mutated NSCLC Treated With Osimertinib. JTO Clin Res Rep 2023; 4:100513. [PMID: 37168878 PMCID: PMC10165134 DOI: 10.1016/j.jtocrr.2023.100513] [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: 09/22/2022] [Revised: 03/02/2023] [Accepted: 03/29/2023] [Indexed: 04/05/2023] Open
Abstract
Introduction Bone metastases are frequent in patients with EGFR-mutated (EGFR+) NSCLC. Skeletal-related events (SREs) are common in these patients; however, no data on SRE in osimertinib-treated patients are reported. We investigated the development of bone metastases and SREs in patients with EGFR+ NSCLC treated with osimertinib. Methods This is a retrospective multicenter cohort study that included patients with metastatic EGFR+ NSCLC who were treated with osimertinib between February 2016 and September 2021. Demographics, bone metastases-related outcomes, SREs, treatment efficacy, and overall survival (OS) were collected. Results In total, 250 patients treated with osimertinib (43% first line) were included. Of the patients, 51% had bone metastases at initiation of osimertinib. Furthermore, 16% of the patients with bone metastases used bone-targeted agents. Median follow-up from initiation of osimertinib was 23.4 months (95% confidence interval [CI]: 19.9-26.9 mo). During osimertinib treatment, 10% developed new bone metastases or bone progression. Of the patients with bone metastases, 39% had more than or equal to one SREs: 28% developed first SRE before osimertinib treatment, 1% after, and 11% during. Median OS post-bone metastasis was 30.8 months (95% CI: 21.9-39.7). Median OS after first SRE was 31.1 months (95% CI: 15.8-46.5). Conclusions Bone metastases and SREs are frequent before and during treatment with osimertinib in EGFR+ NSCLC. Because of these findings and the long OS post-bone metastases, we advocate prescription of bone-targeted agents in these patients and recommend adding bone-specific end points in clinical trials.
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Affiliation(s)
- Anita J.W. M. Brouns
- Department of Respiratory Medicine, Zuyderland, The Netherlands
- Department of Respiratory Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
- GROW—School for Oncology and Reproduction, Universiteitssingel 40, Maastricht, The Netherlands
| | - Ard van Veelen
- Department of Clinical Pharmacy and Toxicology, Maastricht University Medical Center+, Maastricht, The Netherlands
- CARIM School for Cardiovascular Disease, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - G. D. Marijn Veerman
- Department of Respiratory Medicine, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, The Netherlands
- Department of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Christi Steendam
- Department of Respiratory Medicine, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Safiye Dursun
- Department of Respiratory Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Cor van der Leest
- Department of Respiratory Medicine, Amphia Hospital Breda, Breda, The Netherlands
| | - Sander Croes
- Department of Clinical Pharmacy and Toxicology, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Anne-Marie C. Dingemans
- Department of Respiratory Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
- GROW—School for Oncology and Reproduction, Universiteitssingel 40, Maastricht, The Netherlands
- Department of Respiratory Medicine, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Lizza E.L. Hendriks
- Department of Respiratory Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
- GROW—School for Oncology and Reproduction, Universiteitssingel 40, Maastricht, The Netherlands
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3
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Zwierenga F, van Veggel B, Hendriks LEL, Hiltermann TJN, Hiddinga BI, Hijmering Kappelle LBM, Ter Elst A, Hashemi SMS, Dingemans AMC, van der Leest C, de Langen AJ, van den Heuvel MM, van der Wekken AJ. High dose osimertinib in patients with advanced stage EGFR exon 20 mutation-positive NSCLC: Results from the phase 2 multicenter POSITION20 trial. Lung Cancer 2022; 170:133-140. [PMID: 35777160 DOI: 10.1016/j.lungcan.2022.06.012] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [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: 02/21/2022] [Revised: 06/08/2022] [Accepted: 06/20/2022] [Indexed: 01/10/2023]
Abstract
INTRODUCTION Patients with life-threatening advanced non-small cell lung cancer (NSCLC) who harbor an exon 20 deletion and/or insertion mutation (EGFRex20 + ) have limited effective treatment options. The high dose 3rd generation tyrosine kinase inhibitor (TKI) osimertinib shows promising in vitro activity in EGFRex20 + NSCLC tumors. METHODS The POSITION20 is a single arm phase II, multicenter study investigating 160 mg osimertinib in patients with EGFRex20+, T790M negative NSCLC. We allowed patients to be treatment naïve and to have asymptomatic brain metastases. The primary endpoint was overall response rate (ORR). Secondary outcomes were duration of response (DoR), progression free survival (PFS), overall survival (OS), and treatment related adverse events (trAEs). RESULTS From June 2018 to October 2021, 25 patients were enrolled across five centers in the Netherlands. The median age was 70 years (range, 47-87), 20 patients (80%) were women, and the median number of previous lines of therapy was 1 (range, 0-3). The exon 20 mutations were clustered between A763 and L777. The most common exon 20 mutations were p.(N771_H773dup) (n = 3) and p.(A767_V769dup) (n = 3). The ORR was 28% (95% CI, 12-49%), including seven partial responses, with a median DoR of 5.3 months (range, 2.7-27.6). The median PFS was 6.8 months (95% CI, 4.6-9.1) and the median OS was 15.2 months (95% CI, 14.3-16.0). The most common trAEs were diarrhea (72%), dry skin (44%), and fatigue (44%). The primary reason for discontinuation was progressive disease in 14 patients (56%). CONCLUSION The POSITION20 study showed modest antitumor activity in patients with EGFRex20 + NSCLC treated with 160 mg osimertinib, with a confirmed ORR of 28% and acceptable toxicity.
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Affiliation(s)
- Fenneke Zwierenga
- Department of Pulmonary Medicine, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
| | - Bianca van Veggel
- Department of Thoracic Oncology, Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Lizza E L Hendriks
- Department of Respiratory Medicine, Maastricht University Medical Centre, GROW School for Oncology and Developmental Biology, Maastricht, the Netherlands
| | - T Jeroen N Hiltermann
- Department of Pulmonary Medicine, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Birgitta I Hiddinga
- Department of Pulmonary Medicine, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Lucie B M Hijmering Kappelle
- Department of Pulmonary Medicine, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Arja Ter Elst
- Department of Pathology and Molecular Biology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Sayed M S Hashemi
- Department of Pulmonary Diseases, Amsterdam UMC, VU University Medical Center, Amsterdam, The Netherlands
| | - Anne-Marie C Dingemans
- Department of Pulmonary Diseases, Erasmus MC Cancer Institute Medical Center, Rotterdam, the Netherlands
| | | | - Adrianus J de Langen
- Department of Thoracic Oncology, Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Michel M van den Heuvel
- Department of Pulmonary Diseases, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Anthonie J van der Wekken
- Department of Pulmonary Medicine, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
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Agema BC, Veerman GDM, Steendam CMJ, Lanser DAC, Preijers T, van der Leest C, Koch BCP, Dingemans AMC, Mathijssen RHJ, Koolen SLW. Improving the tolerability of osimertinib by identifying its toxic limit. Ther Adv Med Oncol 2022; 14:17588359221103212. [PMID: 35677320 PMCID: PMC9168866 DOI: 10.1177/17588359221103212] [Citation(s) in RCA: 14] [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: 02/07/2022] [Accepted: 05/08/2022] [Indexed: 01/05/2023] Open
Abstract
Background: Osimertinib is the cornerstone in the treatment of epidermal growth factor
receptor-mutated non-small cell lung cancer (NSCLC). Nonetheless, ±25% of
patients experience severe treatment-related toxicities. Currently, it is
impossible to identify patients at risk of severe toxicity beforehand.
Therefore, we aimed to study the relationship between osimertinib exposure
and severe toxicity and to identify a safe toxic limit for a preventive dose
reduction. Methods: In this real-life prospective cohort study, patients with NSCLC treated with
osimertinib were followed for severe toxicity (grade ⩾3 toxicity, dose
reduction or discontinuation, hospital admission, or treatment termination).
Blood for pharmacokinetic analyses was withdrawn during every out-patient
visit. Primary endpoint was the correlation between osimertinib clearance
(exposure) and severe toxicity. Secondary endpoint was the exposure–efficacy
relationship, defined as progression-free survival (PFS) and overall
survival (OS). Results: In total, 819 samples from 159 patients were included in the analysis.
Multivariate competing risk analysis showed osimertinib clearance
(c.q. exposure) to be significantly correlated with
severe toxicity (hazard ratio 0.93, 95% CI: 0.88–0.99). An relative
operating characteristic curve showed the optimal toxic limit to be
259 ng/mL osimertinib. A 50% dose reduction in the high-exposure group, that
is 25.8% of the total cohort, would reduce the risk of severe toxicity by
53%. Osimertinib exposure was not associated with PFS nor OS. Conclusion: Osimertinib exposure is highly correlated with the occurrence of severe
toxicity. To optimize tolerability, patients above the toxic limit
concentration of 259 ng/mL could benefit from a preventive dose reduction,
without fear for diminished effectiveness.
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Affiliation(s)
- Bram C. Agema
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Dr. Molewaterplein 40, Rotterdam 3015 GD, The Netherlands Department of Clinical Pharmacy, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - G. D. Marijn Veerman
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, The Netherlands
- Department of Pulmonology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Christi M. J. Steendam
- Department of Pulmonology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, The Netherlands
- Department of Pulmonology, Amphia Hospital, Breda, The Netherlands
| | - Daan A. C. Lanser
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Tim Preijers
- Department of Clinical Pharmacy, Erasmus University Medical Center, Rotterdam, The Netherlands
| | | | - Birgit C. P. Koch
- Department of Clinical Pharmacy, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Anne-Marie C. Dingemans
- Department of Pulmonology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Ron H. J. Mathijssen
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Stijn L. W. Koolen
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, The Netherlands Department of Clinical Pharmacy, Erasmus University Medical Center, Rotterdam, The Netherlands
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5
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Owusuaa C, van der Leest C, Helfrich G, Heller-Baan R, van Loenhout CJ, Herbrink JW, Nieboer D, van der Rijt CCD, van der Heide A. The development of the ADO-SQ model to predict 1-year mortality in patients with COPD. Palliat Med 2022; 36:821-829. [PMID: 35331047 PMCID: PMC9087317 DOI: 10.1177/02692163221080662] [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] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Goals of end-of-life care must be adapted to the needs of patients with chronic obstructive pulmonary disease (COPD) who are in the last phase of life. However, identification of those patients is limited by moderate performances of existing prognostic models and by limited validation of the often-recommended surprise question. AIM To develop a clinical prediction model to predict 1-year mortality in patients with COPD. DESIGN Prospective study using logistic regression to develop a model in two steps: (1) external validation of the ADO, BODEX, or CODEX models (A = age; B = body mass index; C = comorbidity; D = dyspnea; EX = exacerbations; O = airflow obstruction); (2) updating of best performing model and extending it with the surprise question. Discriminative performance of the new model was assessed using internal-external validation and measured with area under the curve (AUC). A nomogram and web application were developed. SETTINGS/PARTICIPANTS Patients with COPD from five hospitals (September-November 2017). RESULTS Of the 358 included patients (median age 69.5 years, 50% male), 63 (17%) died within a year. The ADO index (AUC 0.73) had the best discriminative ability compared to the BODEX (AUC 0.71) or CODEX (AUC 0.68), and was extended with the surprise question. The resulting ADO-surprise question (SQ) model had an AUC of 0.79. CONCLUSION The ADO-SQ model offers improved discriminative performance for predicting 1-year mortality compared to the surprise question, ADO, BODEX, or CODEX. A user-friendly nomogram and web application (https://dnieboer.shinyapps.io/copd) were developed. Further external validation of the ADO-SQ in patient groups is needed.
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Affiliation(s)
- Catherine Owusuaa
- Department of Medical Oncology, Erasmus
MC Cancer Institute, Rotterdam, The Netherlands
| | - Cor van der Leest
- Department of Pulmonary Diseases,
Amphia Hospital, Breda, The Netherlands
| | - Gea Helfrich
- Department of Pulmonary Diseases,
Maasstad Hospital, Rotterdam, The Netherlands
| | - Roxane Heller-Baan
- Department of Pulmonary Diseases,
Ikazia Hospital, Rotterdam, The Netherlands
| | - CJ van Loenhout
- Department of Pulmonary Diseases,
Admiraal De Ruyter Hospital, Goes, The Netherlands
| | - Jacobine W Herbrink
- Department of Pulmonary Diseases, Van
Weel Bethesda Hospital, Dirksland, The Netherlands
| | - Daan Nieboer
- Department of Public Health, Erasmus
MC, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Carin CD van der Rijt
- Department of Medical Oncology, Erasmus
MC Cancer Institute, Rotterdam, The Netherlands
| | - Agnes van der Heide
- Department of Public Health, Erasmus
MC, Erasmus University Medical Center, Rotterdam, The Netherlands
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Visser S, Koolen S, van Donk N, van Walree N, van der Leest C, Cornelissen R, van Schaik R, Mathijssen R, Aerts J, Stricker BH. Genetic polymorphism in ATIC is associated with effectiveness and toxicity of pemetrexed in non-small-cell lung cancer. Thorax 2021; 76:1150-1153. [PMID: 33859051 DOI: 10.1136/thoraxjnl-2020-216504] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [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: 11/01/2020] [Revised: 03/07/2021] [Accepted: 03/11/2021] [Indexed: 11/03/2022]
Abstract
Patients with advanced non-small-cell lung cancer who are treated with pemetrexed display a wide variation in clinical response and toxicity. In this prospective, multicentre cohort study, we investigated the association with treatment effectiveness and toxicity of 10 polymorphisms in nine candidate genes, covering the folate pathway (MTHFR), cell transport (SLC19A1/ABCC2/ABCC4), intracellular metabolism (FPGS/GGH) and target enzymes (TYMS/DHFR/ATIC) of pemetrexed. Adjusted for sex, ECOG performance score and disease stage, the association between ATIC (rs12995526) and overall survival (HR 1.59, 95% CI 1.06 to 2.39) was significant. Regarding toxicity, this ATIC polymorphism was significantly associated with severe laboratory (p=0.014) and clinical (p=0.016) chemotherapy-related adverse events, severe neutropenia (p=0.007) and all-grade diarrhoea (p=0.034) in multivariable analyses.
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Affiliation(s)
- Sabine Visser
- Department of Pulmonary Medicine, Erasmus MC Cancer Institute, Rotterdam, the Netherlands.,Department of Pulmonary Medicine, Amphia Hospital, Breda, the Netherlands.,Department of Epidemiology, Erasmus MC, Rotterdam, the Netherlands
| | - Stijn Koolen
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands.,Department of Hospital Pharmacy, Erasmus MC, Rotterdam, the Netherlands
| | - Nadine van Donk
- Department of Clinical Chemistry, Erasmus MC, Rotterdam, the Netherlands
| | - Nico van Walree
- Department of Pulmonary Medicine, Amphia Hospital, Breda, the Netherlands
| | - Cor van der Leest
- Department of Pulmonary Medicine, Amphia Hospital, Breda, the Netherlands
| | - Robin Cornelissen
- Department of Pulmonary Medicine, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - Ron van Schaik
- Department of Clinical Chemistry, Erasmus MC, Rotterdam, the Netherlands
| | - Ron Mathijssen
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - Joachim Aerts
- Department of Pulmonary Medicine, Erasmus MC Cancer Institute, Rotterdam, the Netherlands
| | - Bruno H Stricker
- Department of Epidemiology, Erasmus MC, Rotterdam, the Netherlands .,Netherlands Healthcare Inspectorate, Heerlen, Utrecht, The Netherlands
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7
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Steendam CMJ, Veerman GDM, Pruis MA, Atmodimedjo P, Paats MS, van der Leest C, von der Thüsen JH, Yick DCY, Oomen-de Hoop E, Koolen SLW, Dinjens WNM, van Schaik RHN, Mathijssen RHJ, Aerts JGJV, Dubbink HJ, Dingemans AMC. Plasma Predictive Features in Treating EGFR-Mutated Non-Small Cell Lung Cancer. Cancers (Basel) 2020; 12:E3179. [PMID: 33138052 PMCID: PMC7692448 DOI: 10.3390/cancers12113179] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [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: 08/31/2020] [Revised: 10/19/2020] [Accepted: 10/21/2020] [Indexed: 12/17/2022] Open
Abstract
Although epidermal growth factor receptor (EGFR)-tyrosine kinase inhibitors (TKIs) are the preferred treatment for patients with EGFR-mutated non-small cell lung cancer (NSCLC), not all patients benefit. We therefore explored the impact of the presence of mutations found in cell-free DNA (cfDNA) and TKI plasma concentrations during treatment on progression-free survival (PFS). In the prospective START-TKI study blood samples from 41 patients with EGFR-mutated NSCLC treated with EGFR-TKIs were available. Next generation sequencing (NGS) on cfDNA was performed, and plasma TKI concentrations were measured. Patients without complete plasma conversion of EGFR mutation at week 6 had a significantly shorter PFS (5.5 vs. 17.0 months, p = 0.002) and OS (14.0 vs. 25.5 months, p = 0.003) compared to patients with plasma conversion. In thirteen (second line) osimertinib-treated patients with a (plasma or tissue) concomitant TP53 mutation at baseline, PFS was significantly shorter compared to six wild-type cases; 8.8 vs. 18.8 months, p = 0.017. Erlotinib Cmean decrease of ≥10% in the second tertile of treatment was also associated with a significantly shorter PFS; 8.9 vs. 23.6 months, p = 0.037. We obtained evidence that absence of plasma loss of the primary EGFR mutation, isolated plasma p.T790M loss after six weeks, baseline concomitant TP53 mutations, and erlotinib Cmean decrease during treatment are probably related to worse outcome.
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Affiliation(s)
- Christi M. J. Steendam
- Department of Pulmonology, Erasmus MC Cancer Institute, University Medical Center, 3015 GD Rotterdam, The Netherlands; (C.M.J.S.); (M.A.P.); (M.S.P.); (J.G.J.V.A.)
- Department of Pulmonology, Amphia Hospital, 4818 CK Breda, The Netherlands;
| | - G. D. Marijn Veerman
- Department of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center, 3015 GD Rotterdam, The Netherlands; (G.D.M.V.); (E.O.-d.H.); (S.L.W.K.); (R.H.J.M.)
| | - Melinda A. Pruis
- Department of Pulmonology, Erasmus MC Cancer Institute, University Medical Center, 3015 GD Rotterdam, The Netherlands; (C.M.J.S.); (M.A.P.); (M.S.P.); (J.G.J.V.A.)
- Department of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center, 3015 GD Rotterdam, The Netherlands; (G.D.M.V.); (E.O.-d.H.); (S.L.W.K.); (R.H.J.M.)
| | - Peggy Atmodimedjo
- Department of Pathology, Erasmus MC Cancer Institute, University Medical Center, 3015 GD Rotterdam, The Netherlands; (P.A.); (J.H.v.d.T.); (W.N.M.D.)
| | - Marthe S. Paats
- Department of Pulmonology, Erasmus MC Cancer Institute, University Medical Center, 3015 GD Rotterdam, The Netherlands; (C.M.J.S.); (M.A.P.); (M.S.P.); (J.G.J.V.A.)
| | - Cor van der Leest
- Department of Pulmonology, Amphia Hospital, 4818 CK Breda, The Netherlands;
| | - Jan H. von der Thüsen
- Department of Pathology, Erasmus MC Cancer Institute, University Medical Center, 3015 GD Rotterdam, The Netherlands; (P.A.); (J.H.v.d.T.); (W.N.M.D.)
| | - David C. Y. Yick
- Department of Pathology, Amphia Hospital, 4818 CK Breda, The Netherlands;
| | - Esther Oomen-de Hoop
- Department of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center, 3015 GD Rotterdam, The Netherlands; (G.D.M.V.); (E.O.-d.H.); (S.L.W.K.); (R.H.J.M.)
| | - Stijn L. W. Koolen
- Department of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center, 3015 GD Rotterdam, The Netherlands; (G.D.M.V.); (E.O.-d.H.); (S.L.W.K.); (R.H.J.M.)
| | - Winand N. M. Dinjens
- Department of Pathology, Erasmus MC Cancer Institute, University Medical Center, 3015 GD Rotterdam, The Netherlands; (P.A.); (J.H.v.d.T.); (W.N.M.D.)
| | - Ron H. N. van Schaik
- Department of Clinical Chemistry, Erasmus MC Cancer Institute, University Medical Center, 3015 GD Rotterdam, The Netherlands;
| | - Ron H. J. Mathijssen
- Department of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center, 3015 GD Rotterdam, The Netherlands; (G.D.M.V.); (E.O.-d.H.); (S.L.W.K.); (R.H.J.M.)
| | - Joachim G. J. V. Aerts
- Department of Pulmonology, Erasmus MC Cancer Institute, University Medical Center, 3015 GD Rotterdam, The Netherlands; (C.M.J.S.); (M.A.P.); (M.S.P.); (J.G.J.V.A.)
| | - Hendrikus Jan Dubbink
- Department of Pathology, Erasmus MC Cancer Institute, University Medical Center, 3015 GD Rotterdam, The Netherlands; (P.A.); (J.H.v.d.T.); (W.N.M.D.)
| | - Anne-Marie C. Dingemans
- Department of Pulmonology, Erasmus MC Cancer Institute, University Medical Center, 3015 GD Rotterdam, The Netherlands; (C.M.J.S.); (M.A.P.); (M.S.P.); (J.G.J.V.A.)
- Department of Pulmonology, Maastricht UMC+, 6229 HX Maastricht, The Netherlands
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Steendam CM, Atmodimedjo P, de Jonge E, Paats MS, van der Leest C, Oomen-de Hoop E, Jansen MP, Del Re M, von der Thüsen JH, Dinjens WN, van Schaik RH, Aerts JG, Dubbink HJ. Plasma Cell-Free DNA Testing of Patients With EGFR Mutant Non–Small-Cell Lung Cancer: Droplet Digital PCR Versus Next-Generation Sequencing Compared With Tissue-Based Results. JCO Precis Oncol 2019; 3:1-9. [DOI: 10.1200/po.18.00401] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/09/2022] Open
Abstract
PURPOSE To compare the results of plasma cell-free DNA (cfDNA) droplet digital PCR (ddPCR) and next-generation sequencing (NGS) on detection of epidermal growth factor receptor ( EGFR) primary activating mutations and p.T790M with results of tissue analysis in patients with EGFR mutated non–small-cell lung cancer. METHODS All patients with EGFR mutated non–small cell lung cancer for which a pathology and a plasma specimen were available upon progression between November 2016 and July 2018 were selected. Concordance, Cohen’s κ, and intraclass correlation coefficients were calculated. RESULTS Plasma cfDNA and pathology specimens of 36 patients were analyzed. Agreement between ddPCR and NGS was 86% (κ = 0.63) for the primary activating mutation and 94% (κ = 0.89) for the p.T790M detection. Allele ratios were comparable, with an intraclass correlation coefficient of 0.992 and 0.997, respectively. Discrepancies of some degree were found in 15 patients (41.7%). In six patients (16.7%), no mutations were detected in cfDNA. In three patients (8.3%), p.T790M was detected in plasma but not in the pathology specimen, whereas in three other patients (8.3%), p.T790M was demonstrated in the pathology specimen but not in plasma. Concordance of cfDNA and pathology for the primary activating mutation was 69% for ddPCR and 83% for NGS. For the detection of p.T790M, this was 75% (κ = 0.49) for ddPCR as well as for NGS. CONCLUSION Mutual agreement is high between NGS and ddPCR in cfDNA on the level of a specific mutation, with comparable ratio results. Plasma testing of EGFR primary activating mutations and p.T790M shows high concordance with pathology results, for NGS as well as for ddPCR, depending on the extent of the panel used. In NGS, more genetic aberrations can be investigated at once.
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Affiliation(s)
- Christi M.J. Steendam
- Erasmus MC Rotterdam, Rotterdam, the Netherlands
- Amphia Hospital, Breda, the Netherlands
| | | | | | | | | | | | | | - Marzia Del Re
- University Hospital of Pisa, University of Pisa, Pisa, Italy
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van der Leest C, Wagner A, Pedrosa RM, Aerts JG, Dinjens WNM, Dubbink HJ. Novel EGFR V834L Germline Mutation Associated With Familial Lung Adenocarcinoma. JCO Precis Oncol 2018; 2:1700266. [PMID: 32913987 PMCID: PMC7446426 DOI: 10.1200/po.17.00266] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Cor van der Leest
- and Amphia Ziekenhuis, Breda; and and Erasmus University Medical Center, Rotterdam, Netherlands
| | - Anja Wagner
- and Amphia Ziekenhuis, Breda; and and Erasmus University Medical Center, Rotterdam, Netherlands
| | - Rute M Pedrosa
- and Amphia Ziekenhuis, Breda; and and Erasmus University Medical Center, Rotterdam, Netherlands
| | - Joachim G Aerts
- and Amphia Ziekenhuis, Breda; and and Erasmus University Medical Center, Rotterdam, Netherlands
| | - Winand N M Dinjens
- and Amphia Ziekenhuis, Breda; and and Erasmus University Medical Center, Rotterdam, Netherlands
| | - Hendrikus J Dubbink
- and Amphia Ziekenhuis, Breda; and and Erasmus University Medical Center, Rotterdam, Netherlands
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Beije N, Kraan J, den Bakker MA, Maat APWM, van der Leest C, Cornelissen R, Van NM, Martens JWM, Aerts JGJV, Sleijfer S. Improved diagnosis and prognostication of patients with pleural malignant mesothelioma using biomarkers in pleural effusions and peripheral blood samples - a short report. Cell Oncol (Dordr) 2017; 40:511-519. [PMID: 28577209 PMCID: PMC5608799 DOI: 10.1007/s13402-017-0327-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/07/2017] [Indexed: 11/27/2022] Open
Abstract
Purpose There is a lack of robust and clinically utilizable markers for the diagnosis and prognostication of malignant pleural mesothelioma (MPM). This research was aimed at optimizing and exploring novel approaches to improve the diagnosis and prognostication of MPM in pleural effusions and peripheral blood samples. Methods CellSearch-based and flow cytometry-based assays using melanoma cell adhesion molecule (MCAM) to identify circulating tumor cells (CTCs) in pleural effusions and peripheral blood samples of MPM patients were optimized, validated, explored clinically and, in case of pleural effusions, compared with cytological analyses. Additionally, tumor-associated circulating endothelial cells (CECs) were measured in peripheral blood samples. The assays were performed on a MPM cohort encompassing patients with histology-confirmed MPM (n=27) and in a control cohort of patients with alternative diagnoses (n=22). Exploratory analyses on the prognostic value of all assays were also performed. Results The malignancy of MCAM-positive cells in pleural effusions from MPM patients was confirmed. The detection of MPM CTCs in pleural effusions by CellSearch showed a poor specificity. The detection of MPM CTCs in pleural effusions by flow cytometry showed a superior sensitivity (48%) to standard cytological analysis (15%) (p = 0.03). In peripheral blood, CTCs were detected in 26% of the MPN patients, whereas in 42% of the MPM patients tumor-associated CECs were detected above the upper limit of normal (ULN). In exploratory analyses the absence of CTCs in pleural effusions, and tumor-associated CECs in peripheral blood samples above the ULN, appeared to be associated with a worse overall survival. Conclusion MCAM-based flow cytometric analysis of pleural effusions is more sensitive than routine cytological analysis. Flow cytometric analysis of pleural effusions and tumor-associated CECs in peripheral blood may serve as a promising approach for the prognostication of MPM patients and, therefore, warrants further study. Electronic supplementary material The online version of this article (doi:10.1007/s13402-017-0327-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Nick Beije
- Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus MC Cancer Institute, Erasmus University Medical Center, Wytemaweg 80, 3015, CN, Rotterdam, The Netherlands.
| | - Jaco Kraan
- Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus MC Cancer Institute, Erasmus University Medical Center, Wytemaweg 80, 3015, CN, Rotterdam, The Netherlands
| | - Michael A den Bakker
- Department of Pathology, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, The Netherlands
- Department of Pathology, Maasstad Hospital, Rotterdam, The Netherlands
| | - Alexander P W M Maat
- Department of Cardiothoracic Surgery, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Cor van der Leest
- Department of Pulmonary Medicine, Amphia Hospital, Breda, The Netherlands
- Department of Pulmonary Medicine, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Robin Cornelissen
- Department of Pulmonary Medicine, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Ngoc M Van
- Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus MC Cancer Institute, Erasmus University Medical Center, Wytemaweg 80, 3015, CN, Rotterdam, The Netherlands
| | - John W M Martens
- Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus MC Cancer Institute, Erasmus University Medical Center, Wytemaweg 80, 3015, CN, Rotterdam, The Netherlands
| | - Joachim G J V Aerts
- Department of Pulmonary Medicine, Amphia Hospital, Breda, The Netherlands
- Department of Pulmonary Medicine, Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Stefan Sleijfer
- Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus MC Cancer Institute, Erasmus University Medical Center, Wytemaweg 80, 3015, CN, Rotterdam, The Netherlands
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Dubbink HJ, Geurts-Giele W, Meijssen I, van der Leest C, Peric R, Von Der Thusen J, Aerts J, Dinjens WN. One year experience of MET gene exon 14 skipping analysis in lung cancer: Identification of 18 cases by NGS. J Clin Oncol 2017. [DOI: 10.1200/jco.2017.35.15_suppl.e20055] [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
e20055 Background: Lung adenocarcinoma (LAC) is the most common histological type of non-small-cell lung cancer and is one of the malignancies with the most evolved personalized treatments based on molecular characteristics of the tumor. Mutations in EGFR, HER2 and BRAF, specific translocations of ALK, ROS1, RET and amplification of MET all have standard diagnostic importance and lead to specific treatment options for the individual LAC patients. Recently, in 2-4% of LAC MET gene mutations leading to skipping of exon 14 were found. These mutations were described to occur more frequently in tumors with sarcomatoid histology. LAC with MET exon 14 skipping mutations showed impressive, although temporary, responses to MET tyrosine kinase inhibitors (TKI) crizotinib, cabozantinib and capmatinib. We will present our experience with routine molecular diagnostic detection of the most common MET exon 14 skipping mutations. Methods: In January 2016 we included in our standard, DNA based, molecular diagnostics custom-made NGS analyses 4 amplicons for detection of MET skipping mutations. The analyses were performed on microdissected FFPE tissue sections or routine histology or cytology stained preparations. Nine different mutations were validated for their effect on splicing by RT-PCR on RNA isolated from the same tissue samples. Results: Between January 2016 and January 2017 676 routine molecular diagnostic analyses on LAC were performed. In 18 (2.7%) cases MET mutations were detected possibly resulting in exon 14 skipping. Nine out of 16 different mutations were tested by RT-PCR and all 9 were demonstrated to result in MET exon 14 skipping. Conclusions: MET exon 14 skipping mutations can reliably be detected in routine pathology tissue samples. These analyses can easily be included in routine molecular diagnostic NGS. When necessary, confirmation of the mutational effect on RNA splicing can be implemented as well. Routine identification of MET skipping mutations (2.7% of cases) adds substantially to the personalized targeted treatment strategies for LAC patients.
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van Leeuwen RWF, Peric R, Hussaarts KGAM, Kienhuis E, IJzerman NS, de Bruijn P, van der Leest C, Codrington H, Kloover JS, van der Holt B, Aerts JG, van Gelder T, Mathijssen RHJ. Influence of the Acidic Beverage Cola on the Absorption of Erlotinib in Patients With Non-Small-Cell Lung Cancer. J Clin Oncol 2016; 34:1309-14. [PMID: 26858332 DOI: 10.1200/jco.2015.65.2560] [Citation(s) in RCA: 82] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE Erlotinib depends on stomach pH for its bioavailability. When erlotinib is taken concurrently with a proton pump inhibitor (PPI), stomach pH increases, which results in a clinically relevant decrease of erlotinib bioavailability. We hypothesized that this drug-drug interaction is reversed by taking erlotinib with the acidic beverage cola. The effects of cola on erlotinib bioavailability in patients not treated with a PPI were also studied. PATIENTS AND METHODS In this randomized, cross-over, pharmacokinetic study in patients with non-small-cell lung cancer, we studied intrapatient differences in absorption (area under the plasma concentration time curve [AUC0-12h]) after a 7-day period of concomitant treatment with erlotinib, with or without esomeprazole, with either cola or water. At the 7th and 14th day, patients were hospitalized for 1 day for pharmacokinetic sampling. RESULTS Twenty-eight evaluable patients were included in the analysis. In patients treated with erlotinib and esomeprazole with cola, the mean AUC0-12h increased 39% (range, -12% to 136%; P = .004), whereas in patients not treated with the PPI, the mean AUC0-12h was only slightly higher (9%; range, -10% to +30%; P = .03) after erlotinib intake with cola. CONCLUSION Cola intake led to a clinically relevant and statistically significant increase in the bioavailability of erlotinib during esomeprazole treatment. In patients not treated with the PPI, the effects of cola were marginal. These findings can be used to optimize the management of drug-drug interactions between PPIs and erlotinib.
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Affiliation(s)
- Roelof W F van Leeuwen
- Roelof W.F. van Leeuwen, Robert Peric, Koen G.A.M. Hussaarts, Emma Kienhuis, Nikki S. IJzerman, Peter de Bruijn, Cor van der Leest, Bronno van der Holt, Joachim G. Aerts, and Ron H.J. Mathijssen, Erasmus MC Cancer Institute; Roelof W.F. van Leeuwen and Teun van Gelder, Erasmus University Medical Center, Rotterdam; Cor van der Leest and Joachim G. Aerts, Amphia Hospital, Breda; Henk Codrington, Haga Hospital, the Hague; and Jeroen S. Kloover, Elisabeth-Tweesteden Hospital, Tilburg, the Netherlands.
| | - Robert Peric
- Roelof W.F. van Leeuwen, Robert Peric, Koen G.A.M. Hussaarts, Emma Kienhuis, Nikki S. IJzerman, Peter de Bruijn, Cor van der Leest, Bronno van der Holt, Joachim G. Aerts, and Ron H.J. Mathijssen, Erasmus MC Cancer Institute; Roelof W.F. van Leeuwen and Teun van Gelder, Erasmus University Medical Center, Rotterdam; Cor van der Leest and Joachim G. Aerts, Amphia Hospital, Breda; Henk Codrington, Haga Hospital, the Hague; and Jeroen S. Kloover, Elisabeth-Tweesteden Hospital, Tilburg, the Netherlands
| | - Koen G A M Hussaarts
- Roelof W.F. van Leeuwen, Robert Peric, Koen G.A.M. Hussaarts, Emma Kienhuis, Nikki S. IJzerman, Peter de Bruijn, Cor van der Leest, Bronno van der Holt, Joachim G. Aerts, and Ron H.J. Mathijssen, Erasmus MC Cancer Institute; Roelof W.F. van Leeuwen and Teun van Gelder, Erasmus University Medical Center, Rotterdam; Cor van der Leest and Joachim G. Aerts, Amphia Hospital, Breda; Henk Codrington, Haga Hospital, the Hague; and Jeroen S. Kloover, Elisabeth-Tweesteden Hospital, Tilburg, the Netherlands
| | - Emma Kienhuis
- Roelof W.F. van Leeuwen, Robert Peric, Koen G.A.M. Hussaarts, Emma Kienhuis, Nikki S. IJzerman, Peter de Bruijn, Cor van der Leest, Bronno van der Holt, Joachim G. Aerts, and Ron H.J. Mathijssen, Erasmus MC Cancer Institute; Roelof W.F. van Leeuwen and Teun van Gelder, Erasmus University Medical Center, Rotterdam; Cor van der Leest and Joachim G. Aerts, Amphia Hospital, Breda; Henk Codrington, Haga Hospital, the Hague; and Jeroen S. Kloover, Elisabeth-Tweesteden Hospital, Tilburg, the Netherlands
| | - Nikki S IJzerman
- Roelof W.F. van Leeuwen, Robert Peric, Koen G.A.M. Hussaarts, Emma Kienhuis, Nikki S. IJzerman, Peter de Bruijn, Cor van der Leest, Bronno van der Holt, Joachim G. Aerts, and Ron H.J. Mathijssen, Erasmus MC Cancer Institute; Roelof W.F. van Leeuwen and Teun van Gelder, Erasmus University Medical Center, Rotterdam; Cor van der Leest and Joachim G. Aerts, Amphia Hospital, Breda; Henk Codrington, Haga Hospital, the Hague; and Jeroen S. Kloover, Elisabeth-Tweesteden Hospital, Tilburg, the Netherlands
| | - Peter de Bruijn
- Roelof W.F. van Leeuwen, Robert Peric, Koen G.A.M. Hussaarts, Emma Kienhuis, Nikki S. IJzerman, Peter de Bruijn, Cor van der Leest, Bronno van der Holt, Joachim G. Aerts, and Ron H.J. Mathijssen, Erasmus MC Cancer Institute; Roelof W.F. van Leeuwen and Teun van Gelder, Erasmus University Medical Center, Rotterdam; Cor van der Leest and Joachim G. Aerts, Amphia Hospital, Breda; Henk Codrington, Haga Hospital, the Hague; and Jeroen S. Kloover, Elisabeth-Tweesteden Hospital, Tilburg, the Netherlands
| | - Cor van der Leest
- Roelof W.F. van Leeuwen, Robert Peric, Koen G.A.M. Hussaarts, Emma Kienhuis, Nikki S. IJzerman, Peter de Bruijn, Cor van der Leest, Bronno van der Holt, Joachim G. Aerts, and Ron H.J. Mathijssen, Erasmus MC Cancer Institute; Roelof W.F. van Leeuwen and Teun van Gelder, Erasmus University Medical Center, Rotterdam; Cor van der Leest and Joachim G. Aerts, Amphia Hospital, Breda; Henk Codrington, Haga Hospital, the Hague; and Jeroen S. Kloover, Elisabeth-Tweesteden Hospital, Tilburg, the Netherlands
| | - Henk Codrington
- Roelof W.F. van Leeuwen, Robert Peric, Koen G.A.M. Hussaarts, Emma Kienhuis, Nikki S. IJzerman, Peter de Bruijn, Cor van der Leest, Bronno van der Holt, Joachim G. Aerts, and Ron H.J. Mathijssen, Erasmus MC Cancer Institute; Roelof W.F. van Leeuwen and Teun van Gelder, Erasmus University Medical Center, Rotterdam; Cor van der Leest and Joachim G. Aerts, Amphia Hospital, Breda; Henk Codrington, Haga Hospital, the Hague; and Jeroen S. Kloover, Elisabeth-Tweesteden Hospital, Tilburg, the Netherlands
| | - Jeroen S Kloover
- Roelof W.F. van Leeuwen, Robert Peric, Koen G.A.M. Hussaarts, Emma Kienhuis, Nikki S. IJzerman, Peter de Bruijn, Cor van der Leest, Bronno van der Holt, Joachim G. Aerts, and Ron H.J. Mathijssen, Erasmus MC Cancer Institute; Roelof W.F. van Leeuwen and Teun van Gelder, Erasmus University Medical Center, Rotterdam; Cor van der Leest and Joachim G. Aerts, Amphia Hospital, Breda; Henk Codrington, Haga Hospital, the Hague; and Jeroen S. Kloover, Elisabeth-Tweesteden Hospital, Tilburg, the Netherlands
| | - Bronno van der Holt
- Roelof W.F. van Leeuwen, Robert Peric, Koen G.A.M. Hussaarts, Emma Kienhuis, Nikki S. IJzerman, Peter de Bruijn, Cor van der Leest, Bronno van der Holt, Joachim G. Aerts, and Ron H.J. Mathijssen, Erasmus MC Cancer Institute; Roelof W.F. van Leeuwen and Teun van Gelder, Erasmus University Medical Center, Rotterdam; Cor van der Leest and Joachim G. Aerts, Amphia Hospital, Breda; Henk Codrington, Haga Hospital, the Hague; and Jeroen S. Kloover, Elisabeth-Tweesteden Hospital, Tilburg, the Netherlands
| | - Joachim G Aerts
- Roelof W.F. van Leeuwen, Robert Peric, Koen G.A.M. Hussaarts, Emma Kienhuis, Nikki S. IJzerman, Peter de Bruijn, Cor van der Leest, Bronno van der Holt, Joachim G. Aerts, and Ron H.J. Mathijssen, Erasmus MC Cancer Institute; Roelof W.F. van Leeuwen and Teun van Gelder, Erasmus University Medical Center, Rotterdam; Cor van der Leest and Joachim G. Aerts, Amphia Hospital, Breda; Henk Codrington, Haga Hospital, the Hague; and Jeroen S. Kloover, Elisabeth-Tweesteden Hospital, Tilburg, the Netherlands
| | - Teun van Gelder
- Roelof W.F. van Leeuwen, Robert Peric, Koen G.A.M. Hussaarts, Emma Kienhuis, Nikki S. IJzerman, Peter de Bruijn, Cor van der Leest, Bronno van der Holt, Joachim G. Aerts, and Ron H.J. Mathijssen, Erasmus MC Cancer Institute; Roelof W.F. van Leeuwen and Teun van Gelder, Erasmus University Medical Center, Rotterdam; Cor van der Leest and Joachim G. Aerts, Amphia Hospital, Breda; Henk Codrington, Haga Hospital, the Hague; and Jeroen S. Kloover, Elisabeth-Tweesteden Hospital, Tilburg, the Netherlands
| | - Ron H J Mathijssen
- Roelof W.F. van Leeuwen, Robert Peric, Koen G.A.M. Hussaarts, Emma Kienhuis, Nikki S. IJzerman, Peter de Bruijn, Cor van der Leest, Bronno van der Holt, Joachim G. Aerts, and Ron H.J. Mathijssen, Erasmus MC Cancer Institute; Roelof W.F. van Leeuwen and Teun van Gelder, Erasmus University Medical Center, Rotterdam; Cor van der Leest and Joachim G. Aerts, Amphia Hospital, Breda; Henk Codrington, Haga Hospital, the Hague; and Jeroen S. Kloover, Elisabeth-Tweesteden Hospital, Tilburg, the Netherlands
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Aerts JG, Cornelissen R, van der Leest C, Eskens F, bezemer K, Kaijen M, Hendriks R, Hegmans J, Hoogsteden HC. Abstract CT229: Autologous dendritic cells loaded with allogeneic tumor cell lysate in patients with mesothelioma: A phase I study. Clin Trials 2015. [DOI: 10.1158/1538-7445.am2015-ct229] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Hou J, Aerts J, den Hamer B, van IJcken W, den Bakker M, Riegman P, van der Leest C, van der Spek P, Foekens JA, Hoogsteden HC, Grosveld F, Philipsen S. Gene expression-based classification of non-small cell lung carcinomas and survival prediction. PLoS One 2010; 5:e10312. [PMID: 20421987 PMCID: PMC2858668 DOI: 10.1371/journal.pone.0010312] [Citation(s) in RCA: 573] [Impact Index Per Article: 40.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2009] [Accepted: 03/25/2010] [Indexed: 12/16/2022] Open
Abstract
Background Current clinical therapy of non-small cell lung cancer depends on histo-pathological classification. This approach poorly predicts clinical outcome for individual patients. Gene expression profiling holds promise to improve clinical stratification, thus paving the way for individualized therapy. Methodology and Principal Findings A genome-wide gene expression analysis was performed on a cohort of 91 patients. We used 91 tumor- and 65 adjacent normal lung tissue samples. We defined sets of predictor genes (probe sets) with the expression profiles. The power of predictor genes was evaluated using an independent cohort of 96 non-small cell lung cancer- and 6 normal lung samples. We identified a tumor signature of 5 genes that aggregates the 156 tumor and normal samples into the expected groups. We also identified a histology signature of 75 genes, which classifies the samples in the major histological subtypes of non-small cell lung cancer. Correlation analysis identified 17 genes which showed the best association with post-surgery survival time. This signature was used for stratification of all patients in two risk groups. Kaplan-Meier survival curves show that the two groups display a significant difference in post-surgery survival time (p = 5.6E-6). The performance of the signatures was validated using a patient cohort of similar size (Duke University, n = 96). Compared to previously published prognostic signatures for NSCLC, the 17 gene signature performed well on these two cohorts. Conclusions The gene signatures identified are promising tools for histo-pathological classification of non-small cell lung cancer, and may improve the prediction of clinical outcome.
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Affiliation(s)
- Jun Hou
- Cell Biology, Erasmus University Medical Center, Rotterdam, The Netherlands
- Cancer Genomics Center, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Joachim Aerts
- Pulmonary Diseases, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Bianca den Hamer
- Cell Biology, Erasmus University Medical Center, Rotterdam, The Netherlands
- Cancer Genomics Center, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Wilfred van IJcken
- Center for Biomics, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Michael den Bakker
- Pathology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Peter Riegman
- Pathology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Cor van der Leest
- Pulmonary Diseases, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Peter van der Spek
- Bioinformatics, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - John A. Foekens
- Cancer Genomics Center, Erasmus University Medical Center, Rotterdam, The Netherlands
- Medical Oncology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Henk C. Hoogsteden
- Pulmonary Diseases, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Frank Grosveld
- Cell Biology, Erasmus University Medical Center, Rotterdam, The Netherlands
- Cancer Genomics Center, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Sjaak Philipsen
- Cell Biology, Erasmus University Medical Center, Rotterdam, The Netherlands
- Cancer Genomics Center, Erasmus University Medical Center, Rotterdam, The Netherlands
- * E-mail:
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Kanick SC, van der Leest C, Aerts JGJV, Hoogsteden HC, Kascáková S, Sterenborg HJCM, Amelink A. Integration of single-fiber reflectance spectroscopy into ultrasound-guided endoscopic lung cancer staging of mediastinal lymph nodes. J Biomed Opt 2010; 15:017004. [PMID: 20210478 DOI: 10.1117/1.3290822] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
We describe the incorporation of a single-fiber reflectance spectroscopy probe into the endoscopic ultrasound fine-needle aspiration (EUS-FNA) procedure utilized for lung cancer staging. A mathematical model is developed to extract information about the physiological and morphological properties of lymph tissue from single-fiber reflectance spectra, e.g., microvascular saturation, blood volume fraction, bilirubin concentration, average vessel diameter, and Mie slope. Model analysis of data from a clinical pilot study shows that the single-fiber reflectance measurement is capable of detecting differences in the physiology between normal and metastatic lymph nodes. Moreover, the clinical data show that probe manipulation within the lymph node can perturb the in vivo environment, a concern that must be carefully considered when developing a sampling strategy. The data show the feasibility of this novel technique; however, the potential clinical utility has yet to be determined.
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Affiliation(s)
- Stephen Chad Kanick
- Erasmus Medical Center, Center for Optical Diagnostics and Therapy, Department of Radiation Oncology, Rotterdam, The Netherlands.
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