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Tekin EE, Aydinli B, Yesiltas MA, Oksen D. Emergency coronary artery bypass surgery in octogenarians with acute coronary syndrome: off and on pump. Eur Rev Med Pharmacol Sci 2023; 27:7049-7057. [PMID: 37606114 DOI: 10.26355/eurrev_202308_33277] [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] [Subscribe] [Scholar Register] [Indexed: 08/23/2023]
Abstract
OBJECTIVE The risk of operation in cardiac surgery increases logarithmically with advanced age. In older individuals, additional comorbidities compel the clinician to deal with postoperative complications. The mortality and morbidity rates of emergency coronary artery bypass surgery (CABG) in the presence of acute coronary syndrome (ACS), or just after it, are higher than those of elective surgeries. In our study, we compared the outcomes of off-pump coronary bypass (OPCAB) and on-pump coronary bypass surgery (ONCAB) in this high-risk subgroup. PATIENTS AND METHODS 383 octogenarians who underwent isolated emergency CABG due to ACS were divided into two groups according to the coronary bypass technique. Group 1 (off-pump) median age (IQR) 84 years (min: 80-max: 99, n = 130); Group 2, (on-pump) median age 85 years (min: 80-max: 89, n=253). Preoperative, intraoperative, and postoperative data were collected retrospectively on standard variables. OPCAB and ONCAB outcomes were compared. RESULTS ONCAB patients had a significantly longer intensive care unit stay, longer hospital stay, more transfused erythrocyte suspension, more low cardiac output syndrome and acidosis, a higher rate of acute renal failure and a higher rate of stroke than OPCAB patients (respectively; p=0.003; p=0.008; p=0.002; p=0.031; p=0.038, p=0.022, respectively). CONCLUSIONS We showed that emergency OPCAB as a revascularization option in elderly patients with acute coronary syndrome is more advantageous in terms of preventing major postoperative complications.
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Affiliation(s)
- E E Tekin
- Department of Cardiovascular Surgery, Mersin City Training and Research Hospital, Mersin, Turkey.
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Christopoulos P, Iams W, Oksen D, Mahmoudpour S, Thia T, Otto G, Thomas M. EP08.02-126 The MOMENT Disease Registry of Patients with Advanced Non-Small Cell Lung Cancer Harboring MET Exon 14 Skipping. J Thorac Oncol 2022. [DOI: 10.1016/j.jtho.2022.07.809] [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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Oksen D, Prince P, Boutmy E, Garry EM, Ellers-Lenz B, Estrin A, Johne A, Verpillat P, Gatto NM. Treatment effectiveness in a rare oncology indication: Lessons from an external control cohort study. Clin Transl Sci 2022; 15:1990-1998. [PMID: 35661422 PMCID: PMC9372419 DOI: 10.1111/cts.13315] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [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: 01/07/2022] [Revised: 04/04/2022] [Accepted: 05/11/2022] [Indexed: 11/30/2022] Open
Abstract
Real-world data (RWD) reflecting patient treatment in routine clinical practice can be used to develop external control groups for single-arm trials. External controls can provide valuable benchmark results on potential comparator drug effectiveness, particularly in rare indications when randomized controlled trials are either infeasible or unethical. This paper describes lessons learned from a descriptive real-world external control cohort study conducted to provide benchmark data for a single-arm clinical trial in a rare oncology biomarker driven disease. Conducting external control cohort studies to evaluate treatment effectiveness in rare indications likely will present with data and analysis challenges as seen in the example study. However, there are mitigating measures that can be applied in the study design, identification of RWD sources, and data analysis. The lessons learned and reported here with a proposal of an external control study framework can provide guidance for future research in this area, and may be applicable as well in other rare indications. Taking these learnings into consideration, the use of real-world external controls to contextualize treatment effectiveness in rare indications is a valuable approach and warrants further application in the future.
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Affiliation(s)
- Dina Oksen
- Global Biostatistics, Epidemiology & Medical Writing (GBEM), The Healthcare Business of Merck KGaA, Darmstadt, Germany
| | | | - Emmanuelle Boutmy
- Global Biostatistics, Epidemiology & Medical Writing (GBEM), The Healthcare Business of Merck KGaA, Darmstadt, Germany
| | | | - Barbara Ellers-Lenz
- Global Biostatistics, Epidemiology & Medical Writing (GBEM), The Healthcare Business of Merck KGaA, Darmstadt, Germany
| | | | - Andreas Johne
- Global Clinical Development, The Healthcare Business of Merck KGaA, Darmstadt, Germany
| | - Patrice Verpillat
- Global Biostatistics, Epidemiology & Medical Writing (GBEM), The Healthcare Business of Merck KGaA, Darmstadt, Germany
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Sørup S, Darvalics B, Knudsen JS, Rasmussen AS, Hjorth CF, Vestergaard SV, Khalil AA, Russo L, Oksen D, Boutmy E, Verpillat P, Rørth M, Cronin-Fenton D. Identifying Valid Algorithms for Number of Lines of Anti-Neoplastic Therapy in the Danish National Patient Registry Among Patients with Advanced Ovarian, Gastric, Renal Cell, Urothelial, and Non-Small Cell Lung Cancer Attending a Danish University Hospital. Clin Epidemiol 2022; 14:159-171. [PMID: 35177936 PMCID: PMC8846560 DOI: 10.2147/clep.s342238] [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: 10/05/2021] [Accepted: 01/20/2022] [Indexed: 11/23/2022] Open
Abstract
Purpose To develop algorithms to identify number of lines of anti-neoplastic therapy per patient based on the Danish National Patient Registry (DNPR) and identify which algorithm has the highest percentage agreement with a reference standard of documentation in medical records. Patients and Methods We included 179 patients diagnosed between January 1, 2012, and December 31, 2016, with stage II, III, or IV urothelial cell carcinoma or stage III or IV epithelial ovarian cancer, gastric adenocarcinoma, renal cell carcinoma, or non-small cell lung cancer (NSCLC). We developed two algorithms for number of lines of anti-neoplastic therapy based on dates and treatment codes (eg, “treatment with cisplatin” or “cytostatic treatment”) in the DNPR. First, to denote a change in line of therapy the “Time-based algorithm” used the number of days between consecutive administrations. Second, the “Drug-based algorithm” used information on drug names if available or the number of days between consecutive administrations if no drug names were specified. We calculated the percentage agreement between the algorithms setting the number of allowed days between consecutive administrations from 28 to 50 and the reference standard – information on anti-neoplastic therapy drugs abstracted from medical records and subsequently coded according to lines of anti-neoplastic therapy. Results For the “Time-based algorithm”, the highest percentage agreement with the reference standard was found when using <45 days between consecutive administrations (67.6%; 95% CI: 60.1–73.8%). However, the percentage agreement was higher for the “Drug-based algorithm” using <45 days between consecutive administrations for registrations where the drug name was unspecified (90.5%; 95% CI: 85.0–93.7%). Conclusion The algorithm for number of lines of anti-neoplastic therapy that had the highest percentage agreement with the reference standard (medical records) incorporated both registration of specific drug names and <45 days between consecutive administrations if the drug name was unspecified in routinely recorded data from DNPR.
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Affiliation(s)
- Signe Sørup
- Department of Clinical Epidemiology, Department of Clinical Medicine, Aarhus University & Aarhus University Hospital, Aarhus, Denmark
- Correspondence: Signe Sørup, Department of Clinical Epidemiology, Aarhus University Hospital, Olof Palmes Allé 43-45, Aarhus, DK-8200, Denmark, Tel +45 871 68230, Fax +45 87 16 72 15, Email
| | - Bianka Darvalics
- Department of Clinical Epidemiology, Department of Clinical Medicine, Aarhus University & Aarhus University Hospital, Aarhus, Denmark
| | - Jakob Schöllhammer Knudsen
- Department of Clinical Epidemiology, Department of Clinical Medicine, Aarhus University & Aarhus University Hospital, Aarhus, Denmark
| | - Anne Staub Rasmussen
- Department of Clinical Epidemiology, Department of Clinical Medicine, Aarhus University & Aarhus University Hospital, Aarhus, Denmark
| | - Cathrine Fonnesbech Hjorth
- Department of Clinical Epidemiology, Department of Clinical Medicine, Aarhus University & Aarhus University Hospital, Aarhus, Denmark
| | - Søren Viborg Vestergaard
- Department of Clinical Epidemiology, Department of Clinical Medicine, Aarhus University & Aarhus University Hospital, Aarhus, Denmark
| | | | - Leo Russo
- Worldwide Medical and Safety, Pfizer, Collegeville, PA, USA
| | - Dina Oksen
- Global Epidemiology, Merck Healthcare KGaA, Darmstadt, Germany
| | | | | | - Mikael Rørth
- Department of Clinical Epidemiology, Department of Clinical Medicine, Aarhus University & Aarhus University Hospital, Aarhus, Denmark
- Department of Oncology, Rigshospitalet, Copenhagen, Denmark
| | - Deirdre Cronin-Fenton
- Department of Clinical Epidemiology, Department of Clinical Medicine, Aarhus University & Aarhus University Hospital, Aarhus, Denmark
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Sørup S, Darvalics B, Khalil AA, Nordsmark M, Hæe M, Donskov F, Agerbæk M, Russo L, Oksen D, Boutmy E, Verpillat P, Cronin-Fenton D. Treatment and Survival in Advanced Non-Small Cell Lung Cancer, Urothelial, Ovarian, Gastric and Kidney Cancer: A Nationwide Comprehensive Evaluation. Clin Epidemiol 2021; 13:871-882. [PMID: 34588817 PMCID: PMC8473934 DOI: 10.2147/clep.s326470] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 09/06/2021] [Indexed: 01/25/2023] Open
Abstract
Purpose Few studies have described real-world treatment patterns and survival before the widespread use of immune checkpoint inhibitors (ICIs). We aimed to describe anti-cancer treatment including the use of programmed cell death-1 and ligand-1 (PD-1/PD-L1) ICIs and overall survival (OS) in advanced cancer patients as a benchmarking real-world standard before widespread use of ICIs. Patients and Methods Using nationwide Danish medical registries, we assembled cohorts of Danish patients with advanced non-small cell lung cancer (NSCLC) (n=12,283), urothelial carcinoma (n=2504), epithelial ovarian cancer (n=1466), gastric adenocarcinoma (n=1457), and renal cell carcinoma (RCC) (n=1261) diagnosed between 1/1/2013 and 31/12/2017. We describe anti-cancer treatment and OS using proportions, medians, and Kaplan-Meier methods. Results Between 9% (ovarian cancer) and 25% (gastric adenocarcinoma) of patients did not receive anti-cancer treatment. The remaining patients received surgery, radiation therapy, and/or medical therapy. Chemotherapy was the most frequent medical therapy in all cohorts except for RCC (tyrosine kinase inhibitors). PD-L1/PD-1 ICIs were used in 7-8% of the NSCLC and RCC cohorts-mainly as second or higher line treatments. OS was longest in patients starting treatment with surgery (eg 25.6 months [95%-confidence interval (CI)=21.9-29.4] for NSCLC and 21.4 months [95%-CI=19.8-23.5] for urothelial carcinoma) and shortest for radiation therapy (eg 3.9 months [95%-CI=3.6-4.2] for NSCLC and 12.6 months [95%-CI=9.2-17.5] for urothelial carcinoma). NSCLC patients starting with medical therapy had OS between these limits. Median OS for NSCLC patients starting treatment with PD-L1/PD-1 ICIs was 21.4 months (95%-CI=13.9-not estimable). Conclusion Most patients with advanced NSCLC, urothelial carcinoma, epithelial ovarian cancer, gastric adenocarcinoma and RCC had poor OS in an era where only a minority received PD-L1/PD-1 ICIs. This information on treatment patterns and survival is important as a benchmarking real-world standard before widespread use of ICIs.
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Affiliation(s)
- Signe Sørup
- Department of Clinical Epidemiology, Department of Clinical Medicine, Aarhus University & Aarhus University Hospital, Aarhus, Denmark
| | - Bianka Darvalics
- Department of Clinical Epidemiology, Department of Clinical Medicine, Aarhus University & Aarhus University Hospital, Aarhus, Denmark
| | | | | | - Mette Hæe
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Frede Donskov
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Mads Agerbæk
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Leo Russo
- Worldwide Medical and Safety, Pfizer, Collegeville, PA, USA
| | - Dina Oksen
- Global Epidemiology, Merck Healthcare KGaA, Darmstadt, Germany
| | | | | | - Deirdre Cronin-Fenton
- Department of Clinical Epidemiology, Department of Clinical Medicine, Aarhus University & Aarhus University Hospital, Aarhus, Denmark
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Bittoni M, Yang JCH, Shih JY, Peled N, Smit EF, Camidge DR, Arasada RR, Oksen D, Boutmy E, Stroh C, Johne A, Carbone DP, Paik PK. Real-world insights into patients with advanced NSCLC and MET alterations. Lung Cancer 2021; 159:96-106. [PMID: 34320421 PMCID: PMC9345068 DOI: 10.1016/j.lungcan.2021.06.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [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] [Received: 03/22/2021] [Revised: 06/24/2021] [Accepted: 06/28/2021] [Indexed: 12/16/2022]
Abstract
Objectives: To describe characteristics, treatment and outcomes of non-small cell lung cancer (NSCLC) patients with MET alterations (MET exon 14 [METex14] skipping or MET amplification [METamp]) in real-world clinical care. Methods: This non-interventional cohort study used real-world data extracted from electronic medical records from academic oncology sites in Israel, The Netherlands, Taiwan, and the USA. Patients had confirmed diagnosis of advanced (Stage IIIB–IV) NSCLC harboring MET alterations (date of diagnosis = index date) between 1 Jan 2010 and 30 Sept 2018. Medical history was assessed prior to and at the index date (baseline period), and outcomes from first date of treatment to death, loss to follow-up, or end of study period. Results: A total of 117 patients were included (METex14 n = 70; METamp n = 47); testing methods were heterogeneous. Concomitant oncogenic mutations were more common in the METamp cohort than METex14. Patients in the METex14 cohort were older than those in METamp, and a larger proportion were never smokers. Anticancer first-line therapies received by patients (METex14; METamp) included chemotherapy only (44%; 41%), MET inhibitors (33%; 29%), immune checkpoint inhibitor (ICI) mono-(12%; 15%) and combination-therapy (8%; 3%). Second-line therapies included chemotherapy (35%; 30%) and MET inhibitors (30%; 39%). In the METex14 cohort, objective response rate (ORR) was generally low (first-line 28%; second-line 30%); no patients who received ICIs had a response. In the METamp cohort, ORR was 36% in first-line and 22% in second-line. Median (95% confidence interval) overall survival from start of first-line therapy was 12.0 months (6.8, 19.2) in the METex14 cohort and 22.0 months (9.8, 31.2) in METamp. Conclusions: Heterogeneous treatments reflect the changing landscape and availability of new treatments, as well as the high unmet medical need in older, METex14 patients who had more advanced disease at diagnosis. MET-targeted therapies could be beneficial in patients with these rare MET alterations.
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Affiliation(s)
- Marisa Bittoni
- James Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA.
| | - James Chih-Hsin Yang
- Department of Medical Oncology, National Taiwan University Cancer Center, Taiwan.
| | - Jin-Yuan Shih
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.
| | - Nir Peled
- Oncology Department, Shaare Zedek Medical Center, Jerusalem, Israel.
| | - Egbert F Smit
- Department of Thoracic Oncology, Netherlands Cancer Institute, Amsterdam, The Netherlands.
| | - D Ross Camidge
- Medical Oncology Department, University of Colorado, Aurora, CO, USA.
| | | | - Dina Oksen
- Research and Development, Merck Healthcare KGaA, Darmstadt, Germany.
| | - Emmanuelle Boutmy
- Research and Development, Merck Healthcare KGaA, Darmstadt, Germany.
| | - Christopher Stroh
- Research and Development, Merck Healthcare KGaA, Darmstadt, Germany.
| | - Andreas Johne
- Research and Development, Merck Healthcare KGaA, Darmstadt, Germany.
| | - David P Carbone
- James Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA.
| | - Paul K Paik
- Thoracic Oncology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Medicine, Weill Cornell Medical College, New York, NY, USA.
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Sørup S, Darvalics B, Russo L, Oksen D, Lamy FX, Verpillat P, Aa K, Ht S, Cronin-Fenton D. High-dose corticosteroid use and risk of hospitalization for infection in patients treated with immune checkpoint inhibitors--A nationwide register-based cohort study. Cancer Med 2021; 10:4957-4963. [PMID: 34105315 PMCID: PMC8290247 DOI: 10.1002/cam4.4040] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [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: 02/02/2021] [Revised: 05/10/2021] [Accepted: 05/12/2021] [Indexed: 12/19/2022] Open
Abstract
High‐dose corticosteroids have been associated with increased risk of serious infection in patients with metastatic melanoma treated with immune checkpoint inhibitors targeting cytotoxic T‐lymphocyte antigen 4. This potential association needs to be examined further among patients with other cancer types and for other immune checkpoint inhibitors. We examined whether receipt of high‐dose corticosteroids was associated with increased rates of hospitalization for infection among 981 Danish renal, urothelial, and lung cancer patients followed from first administration of programmed death receptor 1 (PD‐1)/programmed death ligand 1 (PD‐L1) immune checkpoint inhibitors. Our cohort analysis was based on the information from national medical registries. During follow‐up, 522 patients (53.2%) initiated treatment with high‐dose corticosteroids and 317 patients (32.3%) experienced at least one hospitalization for infection. In analyses adjusted for age, sex, and previous use of chemotherapy/targeted therapy, initiation of high‐dose systemic corticosteroids was associated with increased rate of hospitalization for infections (hazard ratio (HR) = 2.96, 95% confidence interval (CI) = 2.41–3.65) even in patients not receiving any chemotherapy/targeted therapy (HR = 3.66, 95% CI = 2.25–5.96). Our findings showed that high‐dose corticosteroid initiation is associated with hospitalization for infection in patients treated with PD‐1/PD‐L1 immune checkpoint inhibitors. Clinicians and patients should be aware of this risk of infection when initiating treatment with high‐dose corticosteroids.
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Affiliation(s)
- Signe Sørup
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
| | - Bianka Darvalics
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
| | - Leo Russo
- Worldwide Medical and Safety, Pfizer, Collegeville, PA, USA
| | - Dina Oksen
- Global Epidemiology, Merck KGaA, Darmstadt, Germany
| | | | | | - Khalil Aa
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Sørensen Ht
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
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Sit O, Oksen D, Atici A, Barman HA, Alici G, Pala AS, Tekin EA, Meke A, Borahan S, Gungor B. Prognostic significance of Tp-e interval and Tp-e/QTc ratio in patients with COVID-19. Eur Rev Med Pharmacol Sci 2021; 25:3272-3278. [PMID: 33928614 DOI: 10.26355/eurrev_202104_25736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
OBJECTIVE Ventricular arrhythmias were the most frequent manifestations in patients with COVID-19. Both the natural course of the disease and the treatment drugs used have effects on ventricular repolarization. The objective of this study was to evaluate the effects of repolarization parameters obtained from surface electrocardiography (ECG) on prognosis. PATIENTS AND METHODS Participants were 205 consecutive patients hospitalized with COVID-19 diagnosis. The 12-lead surface ECG was obtained from each patient on admission. The ECG results were evaluated against the patients' clinical characteristics and outcomes by experienced cardiology specialists. RESULTS The mean age was higher in the non-survivor group compared to the survivor group (57.4 ± 15.7 vs. 65.6 ± 16.6; p = 0.001). The demographical characteristics were similar between the survivor and non-survivor groups. Multivariate analyses demonstrated that age (OR: 1.041; p = 0.009), D-dimer (OR: 1.002; p = 0.031), high-sensitivity troponin I (hs-TnI) (OR: 1.010; p = 0.041), pneumonia on computed tomography (CT) (OR: 4.985; p < 0.001), the peak-to-end interval of the T wave (Tp-e) (OR: 3.421; p < 0.001), and Tp-e/QTc ratio (OR: 1.978; p = 0.013) were statistically significant independent predictors in terms of determining mortality. CONCLUSIONS Prolonged Tp-e interval and increased Tp-e/QTc ratio on admission are decent predictors and linked with mortality. ECG is a practical study to evaluate prognosis and potential arrhythmias, as well as initiating suitable treatment.
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Affiliation(s)
- O Sit
- University of Health Sciences, Okmeydani Training and Research Hospital, Department of Cardiology, Istanbul, Turkey.
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9
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Ryder A, Oksen D, Vlahiotis A, Boutmy E, Dietz L, Stroh C, Johne A, Walker M. 160P Non-interventional cohort study on patients (pts) with advanced non-small cell lung cancer (NSCLC) harboring MET exon 14 (METex14) skipping in the US. J Thorac Oncol 2021. [DOI: 10.1016/s1556-0864(21)02002-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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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10
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Bittoni M, Yang JH, Shih JY, Peled N, Smit E, Camidge R, Carbone D, Oksen D, Boutmy E, Johne A, Paik P. 399P Real-world insights into patients (pts) with advanced NSCLC and MET alterations. Ann Oncol 2020. [DOI: 10.1016/j.annonc.2020.10.393] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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Esposito DB, Russo L, Oksen D, Yin R, Desai VCA, Lyons JG, Verpillat P, Peñalvo JL, Lamy FX, Lanes S. Development of predictive models to identify advanced-stage cancer patients in a US healthcare claims database. Cancer Epidemiol 2019; 61:30-37. [PMID: 31128428 DOI: 10.1016/j.canep.2019.05.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [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: 09/20/2018] [Revised: 03/21/2019] [Accepted: 05/10/2019] [Indexed: 10/26/2022]
Abstract
BACKGROUND Although healthcare databases are a valuable source for real-world oncology data, cancer stage is often lacking. We developed predictive models using claims data to identify metastatic/advanced-stage patients with ovarian cancer, urothelial carcinoma, gastric adenocarcinoma, Merkel cell carcinoma (MCC), and non-small cell lung cancer (NSCLC). METHODS Patients with ≥1 diagnosis of a cancer of interest were identified in the HealthCore Integrated Research Database (HIRD), a United States (US) healthcare database (2010-2016). Data were linked to three US state cancer registries and the HealthCore Integrated Research Environment Oncology database to identify cancer stage. Predictive models were constructed to estimate the probability of metastatic/advanced stage. Predictors available in the HIRD were identified and coefficients estimated by Least Absolute Shrinkage and Selection Operator (LASSO) regression with cross-validation to control overfitting. Classification error rates and receiver operating characteristic curves were used to select probability thresholds for classifying patients as cases of metastatic/advanced cancer. RESULTS We used 2723 ovarian cancer, 6522 urothelial carcinoma, 1441 gastric adenocarcinoma, 109 MCC, and 12,373 NSCLC cases of early and metastatic/advanced cancer to develop predictive models. All models had high discrimination (C > 0.85). At thresholds selected for each model, PPVs were all >0.75: ovarian cancer = 0.95 (95% confidence interval [95% CI]: 0.94-0.96), urothelial carcinoma = 0.78 (95% CI: 0.70-0.86), gastric adenocarcinoma = 0.86 (95% CI: 0.83-0.88), MCC = 0.77 (95% CI 0.68-0.89), and NSCLC = 0.91 (95% CI 0.90 - 0.92). CONCLUSION Predictive modeling was used to identify five types of metastatic/advanced cancer in a healthcare claims database with greater accuracy than previous methods.
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Affiliation(s)
- Daina B Esposito
- HealthCore, Inc., Wilmington, DE, United States; Boston University, Boston, MA, United States
| | - Leo Russo
- Pfizer, Inc., Collegeville, PA, United States
| | | | - Ruihua Yin
- HealthCore, Inc., Wilmington, DE, United States
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Cowey CL, Mahnke L, Espirito J, Helwig C, Oksen D, Bharmal M. Real-world treatment outcomes in patients with metastatic Merkel cell carcinoma treated with chemotherapy in the USA. Future Oncol 2017; 13:1699-1710. [DOI: 10.2217/fon-2017-0187] [Citation(s) in RCA: 79] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- C Lance Cowey
- Baylor Charles A. Sammons Cancer Center at Dallas, Texas Oncology, Dallas, TX 75246, USA
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13
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Burgun A, Bernal-Delgado E, Kuchinke W, van Staa T, Cunningham J, Lettieri E, Mazzali C, Oksen D, Estupiñan F, Barone A, Chène G. Health Data for Public Health: Towards New Ways of Combining Data Sources to Support Research Efforts in Europe. Yearb Med Inform 2017; 26:235-240. [PMID: 29063571 PMCID: PMC6239221 DOI: 10.15265/iy-2017-034] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [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: 08/18/2017] [Indexed: 12/21/2022] Open
Abstract
Objectives: To present the European landscape regarding the re-use of health administrative data for research. Methods: We present some collaborative projects and solutions that have been developed by Nordic countries, Italy, Spain, France, Germany, and the UK, to facilitate access to their health data for research purposes. Results: Research in public health is transitioning from siloed systems to more accessible and re-usable data resources. Following the example of the Nordic countries, several European countries aim at facilitating the re-use of their health administrative databases for research purposes. However, the ecosystem is still a complex patchwork, with different rules, policies, and processes for data provision. Conclusion: The challenges are such that with the abundance of health administrative data, only a European, overarching public health research infrastructure, is able to efficiently facilitate access to this data and accelerate research based on these highly valuable resources.
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Affiliation(s)
- A. Burgun
- Inserm, UMR 1138, Centre de Recherche des Cordeliers, AP-HP, Paris Descartes University, Paris, France
| | - E. Bernal-Delgado
- Institute for Health Sciences in Aragon (IACS), BridgeHealth Consortium, Zaragoza, Spain
| | - W. Kuchinke
- University of Dusseldorf, Dusseldorf, Germany
| | - T. van Staa
- Health eResearch Centre, Farr Institute, University of Manchester, Manchester, United Kingdom
| | - J. Cunningham
- Health eResearch Centre, Farr Institute, University of Manchester, Manchester, United Kingdom
| | | | | | - D. Oksen
- Public Health Institute, Inserm, AVIESAN, Paris, France
| | - F. Estupiñan
- Institute for Health Sciences in Aragon (IACS), BridgeHealth Consortium, Zaragoza, Spain
| | - A. Barone
- Lombardia Informatica, Milano, Italy
| | - G. Chène
- Inserm, UMR 1219, CIC1401-EC, Univ. Bordeaux, ISPED, CHU Bordeaux, Bordeaux, France
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14
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Becker JC, Lorenz E, Ugurel S, Eigentler TK, Kiecker F, Pföhler C, Kellner I, Meier F, Kähler K, Mohr P, Berking C, Haas G, Helwig C, Oksen D, Schadendorf D, Mahnke L, Bharmal M. Evaluation of real-world treatment outcomes in patients with distant metastatic Merkel cell carcinoma following second-line chemotherapy in Europe. Oncotarget 2017; 8:79731-79741. [PMID: 29108353 PMCID: PMC5668086 DOI: 10.18632/oncotarget.19218] [Citation(s) in RCA: 62] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Accepted: 06/27/2017] [Indexed: 11/26/2022] Open
Abstract
Background and aims Merkel cell carcinoma (MCC) is a rare, aggressive skin cancer; few treatments exist for patients with advanced disease. Once tumors metastasize to distant sites, patients generally receive chemotherapy, but response duration and progression-free survival (PFS) are typically short. Few studies have assessed the efficacy of second-line chemotherapy for metastatic MCC. Here, we studied outcomes in patients who received ≥ 2 lines of chemotherapy for metastatic MCC. Materials and methods Patients in an MCC-specific registry diagnosed with stage IV MCC between November 1, 2004, and September 15, 2015, and treated with second-line or later chemotherapy were analyzed retrospectively. Patient records, including baseline characteristics, immunocompetent status, and responses to prior chemotherapy, were evaluated. Patients meeting eligibility criteria were followed through December 31, 2015. Results Of 29 patients with metastatic MCC and immunocompetent status who had received ≥ 2 lines of chemotherapy, 3 achieved a partial response, for an objective response rate (ORR) of 10.3% (95% CI, 2.2–27.4). In the overall population including patients with immunocompetent and immunocompromised status (n = 34), the ORR was 8.8% (95% CI, 1.9–23.7). The median duration of response was 1.9 months (range, 1.3–2.1 months; 95% CI, 1.3–2.1). In the immunocompetent population, median PFS and overall survival were 3.0 months (95% CI, 2.5–6.0) and 5.3 months (95% CI, 4.3–6.0), respectively. Conclusions The low response rates and limited durability confirm previous reports of the ineffectiveness of second-line or later chemotherapy in patients with metastatic MCC and provide a benchmark for assessing clinical benefit of new treatments.
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Affiliation(s)
- Jürgen C Becker
- Translational Skin Cancer Research (TSCR), German Cancer Research Center (DFKZ) Partner Site Essen/Düsseldorf, Essen University Hospital, 45147, Essen, Germany.,Department of Dermatology, University Hospital of Essen, 45122 Essen, Germany.,Department of Dermatology, University Hospital of Würzburg, 97080, Würzburg, Germany
| | - Eva Lorenz
- IMS HEALTH GmbH and Co OHG, 60598, Frankfurt am Main, Germany.,Present address: Institute for Medical Statistics, Epidemiology and Informatics, University Medical Center Mainz, 55131 Mainz, Germany
| | - Selma Ugurel
- Department of Dermatology, University Hospital of Essen, 45122 Essen, Germany
| | - Thomas K Eigentler
- Department of Dermatology, University Hospital of Tübingen, 72076 Tübingen, Germany
| | - Felix Kiecker
- Charité Universitätsmedizin Berlin, Department of Dermatology, 10117 Berlin, Germany
| | - Claudia Pföhler
- Saarland University Medical School, Department of Dermatology, 66421 Homburg/Saar, Germany
| | - Ivonne Kellner
- Helios-Klinik, Department of Dermatology, 99089 Erfurt, Germany
| | - Friedegund Meier
- Skin Cancer Center, University Cancer Centre, and National Center for Tumor Diseases Dresden, 01307 Dresden, Germany.,Department of Dermatology, University Hospital Carl Gustav Carus at the TU Dresden, 01307 Dresden, Germany
| | - Katharina Kähler
- Universitätsklinikum, Department of Dermatology, 24105 Kiel, Germany
| | - Peter Mohr
- Elbe-Kliniken, Skin Cancer Center, 21614 Buxtehude, Germany
| | - Carola Berking
- University Hospital Munich (LMU), Department of Dermatology and Allergy, 80337 Munich, Germany
| | - Gabriele Haas
- Department of Dermatology, University Hospital of Essen, 45122 Essen, Germany
| | | | | | - Dirk Schadendorf
- Department of Dermatology, University Hospital of Essen, 45122 Essen, Germany
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15
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Becker J, Lorenz E, Haas G, Helwig C, Oksen D, Mahnke L, Bharmal M. Evaluation of real world treatment outcomes in patients with metastatic merkel cell carcinoma (MCC) following second line chemotherapy. Ann Oncol 2016. [DOI: 10.1093/annonc/mdw379.48] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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