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1.
PLoS One ; 16(7): e0253401, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34228726

RESUMO

The field of liquid biopsy has seen extensive growth in recent decades, making it one of the most promising areas in molecular diagnostics. Circulating cell-free DNA (ccfDNA) especially is used as an analyte in a growing number of diagnostic assays. These assays require specified preanalytical workflows delivering ccfDNA in qualities and quantities that facilitate correct and reliable results. As each step and component used in the preanalytical process has the potential to influence the assay sensitivity and other performance characteristics, it is key to find an unbiased experimental setup to test these factors in diagnostic or research laboratories. We defined one such setup by using blood from healthy subjects and commercially available products for blood collection, spike-in material, ccfDNA isolation, and qPCR assays. As the primary read-out, we calculated the probit model-based LOD95 (limit of detection of the 95th percentile) from the qPCR assay results. In a proof of principle study we tested two different but widely used blood ccfDNA profile stabilization technologies in blood collection tubes, the Cell-Free DNA BCT and the PAXgene Blood ccfDNA Tube. We tested assays for three different EGFR gene mutations and one BRAF gene mutation. The study design revealed differences in performance between the two tested technologies for all four mutations. In conclusion, we successfully established a blueprint for a test procedure capable of verifying and validating a liquid biopsy workflow from blood collection to the analytical result.


Assuntos
Sistema Livre de Células , DNA/metabolismo , Adolescente , Adulto , Idoso , Sistema Livre de Células/química , DNA/análise , DNA/sangue , DNA/genética , Feminino , Genes erbB-1/genética , Humanos , Masculino , Pessoa de Meia-Idade , Reação em Cadeia da Polimerase Multiplex , Mutação/genética , Proteínas Proto-Oncogênicas B-raf/genética , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Adulto Jovem
2.
J Med Econ ; 23(11): 1230-1236, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-32845191

RESUMO

AIMS: Six Delta is a six-dimensional independent platform for outcome-based pricing/contracting. The third dimension (δ3) estimates prices on the basis of international drug price referencing methods. We describe this dimension's methodology and present a proof-of-concept application to the treatment of non-small cell lung cancer (NSCLC) with EGFR mutation with osimertinib. MATERIALS AND METHODS: The reference-based pricing dimension utilizes a six-step method: (1) selecting foreign countries based on a set of four criteria (drug is available in the foreign country, price information is available in the foreign country, foreign countries are members within the organization for Economic Co-operation and Development, pricing methods in the foreign countries involve value assessment); (2) adjusting for exchange rates; (3) generating reference price (RP) scenarios; (4) adjusting with the medical inflation rate; (5) pooling all generated RP scenarios and calculating average and standard deviation (SD); (6) and Monte Carlo Simulation (MCS) to estimate the dimension-specific DSPReference. A proof-of-concept exercise with osimertinib in NSCLC was performed for two hypothetical outcome-based contracts: 1-year (2019-2020) and 2-year (2019-2021). RESULTS: The United Kingdom and Canada met the four criteria. For the osimertinib 1-year contract price, the average of eight RP scenarios, adjusted for inflation by 0.44%, was $8,892 (SD = $2,606) for a 30-day prescription. MCS yielded a DSPReference estimate of $9,395 or -35.72% of the wholesale acquisition cost (WAC) of $14,616. For the 2-year contract, the average, adjusted for inflation by 0.72%, was $8,928 (SD = $2,610). MCS yielded a DSPReference estimate of $9,442 or -35.40% of the WAC of $14,616. CONCLUSIONS: We demonstrated that international price referencing methods can be integrated into our proposed Six Delta platform for outcome-based pricing/contracting.


Assuntos
Acrilamidas/economia , Compostos de Anilina/economia , Antineoplásicos/economia , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Contratos , Custos e Análise de Custo/métodos , Neoplasias Pulmonares/tratamento farmacológico , Acrilamidas/uso terapêutico , Compostos de Anilina/uso terapêutico , Antineoplásicos/uso terapêutico , Canadá , Carcinoma Pulmonar de Células não Pequenas/genética , Análise Custo-Benefício/métodos , Genes erbB-1/genética , Humanos , Neoplasias Pulmonares/genética , Modelos Econômicos , Método de Monte Carlo , Reino Unido
3.
J Med Econ ; 23(11): 1223-1229, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-32845201

RESUMO

AIMS: Six Delta is a six-dimensional independent platform for outcome-based pricing/contracting. The second dimension (δ2) estimates prices on the basis of four willingness-to-pay (WTP) thresholds. We describe this dimension's methodology and present a proof-of-concept application to the treatment of non-small cell lung cancer (NSCLC) with EGFR mutation with osimertinib. MATERIALS AND METHODS: Eight WTP scenarios based on four levels of real gross domestic product per capita (<1GDP/capita, 1 × GDP/capita, 3 × GDP/capita, and >3 × GDP/capita) and two market conditions (monopolistic versus competitive) were assumed. The incremental cost-utility ratio (ICUR) was applied to differently to both markets. In the monopolistic market, assuming no competitors, the cost/QALY ratio for a drug was used; whereas in the competitive market, assuming competitors, the incremental cost-utility ratio (ICUR) was applied. One-way sensitivity analyses were performed and predictive equations were specified to estimate the prices of treatment for the resulting eight WTP scenarios; for which subsequently the average and standard deviation were calculated. A gamma distribution was specified and Monte Carlo Simulation (MCS) was applied to estimate the dimension-specific price based on WTP (DSPWTP). A proof-of-concept exercise with osimertinib in NSCLC was performed for two hypothetical outcome-based contracts: 1-year (2019-2020) and 2-year (2019-2021). The 2018 wholesale acquisition cost (WAC) of $14,616 (30-day prescription) was used to estimate the DSPWTP for each contract. RESULTS: The 1-year estimates averaged $4,654 (SD=$6,462) and the MCS yielded a DSPWTP of $4,547 or -68.89% of the 2018 WAC for a 30-day prescription. The 2-year estimates averaged $4,7667 (SD=$6,480) with the MCS generating a DSPWTP of $4,704 or -67.82% of the WAC. CONCLUSIONS: We demonstrated that WTP-based methods that include various WTP thresholds and market conditions generate price estimates across these thresholds and market conditions that can be integrated into our proposed Six Delta platform for outcome-based pricing/contracting.


Assuntos
Acrilamidas/economia , Compostos de Anilina/economia , Antineoplásicos/economia , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Contratos , Custos e Análise de Custo/métodos , Neoplasias Pulmonares/tratamento farmacológico , Acrilamidas/uso terapêutico , Compostos de Anilina/uso terapêutico , Antineoplásicos/uso terapêutico , Carcinoma Pulmonar de Células não Pequenas/genética , Análise Custo-Benefício/métodos , Genes erbB-1/genética , Humanos , Neoplasias Pulmonares/genética , Modelos Econômicos , Método de Monte Carlo
4.
J Med Econ ; 23(11): 1237-1245, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-32845205

RESUMO

AIMS: Six Delta is a six-dimensional independent platform for outcome-based pricing/contracting. The fourth dimension (δ4) estimates prices on the basis of assessments of the safety of the drug using an ex ante analysis based on clinical trial data. We describe this dimension's methodology and present a proof-of-concept application to the treatment of non-small cell lung cancer (NSCLC) with EGFR mutation with osimertinib. MATERIALS AND METHODS: The safety-based pricing dimension utilizes a four-step method: 1) pooling adverse events (AE), standardizing, estimating 95%Cis, and adjusting for time; 2) estimating correction factors and corrected probabilities of AEs; 3) estimating the probability of at least one adverse event (AE) occurring and leading to treatment discontinuation; and 4) estimating ranges for payback percentages and performing Monte Carlo Simulation to estimate a DSPSafety. A proof-of-concept exercise with osimertinib in NSCLC was performed for two hypothetical outcome-based contracts: 1-year (2019-2020) and 2-year (2019-2021). We estimated the DSPSafety based on the grade 3/4 AEs observed for osimertinib and standard of care. The 2018 wholesale acquisition cost (WAC) of osimertinib at $14,616 for a 30-day prescription was used. RESULTS: AEs3/4 were retrieved from the FLAURA trial. In the 1-year contract, the DSPSafety of osimertinib was estimated at $14,627 (or +0.08% the 2018 WAC) for a 30-day prescription. In the 2-year contract, the DSPSafety of osimertinib was estimated at $14,516 (or -0.68% the 2018 WAC) for a 30-day prescription. CONCLUSIONS: We demonstrated that ex ante pricing methods-based paybacks for safety issues leading to treatment discontinuation can be integrated into our proposed Six Delta platform for outcome-based pricing/contracting.


Assuntos
Acrilamidas/economia , Compostos de Anilina/economia , Antineoplásicos/economia , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Contratos , Custos e Análise de Custo/métodos , Neoplasias Pulmonares/tratamento farmacológico , Acrilamidas/efeitos adversos , Compostos de Anilina/efeitos adversos , Antineoplásicos/efeitos adversos , Canadá , Carcinoma Pulmonar de Células não Pequenas/genética , Análise Custo-Benefício/métodos , Genes erbB-1/genética , Humanos , Neoplasias Pulmonares/genética , Modelos Econômicos , Método de Monte Carlo , Fatores de Risco , Reino Unido
5.
J Med Econ ; 23(11): 1246-1255, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-32845204

RESUMO

AIMS: Six Delta is a six-dimensional independent platform for outcome-based pricing/contracting. The fifth dimension (δ5) estimates prices on the basis of the risk of efficacy failure of a drug. We describe this dimension's methodology and present a proof-of-concept application to the treatment of non-small cell lung cancer (NSCLC) with EGFR mutation with osimertinib. MATERIALS AND METHODS: The risk of efficacy failure pricing dimension utilizes a seven-step method: (1) defining risk; (2) extracting data; (3) predicting models; (4) performing Monte Carlo Simulation (MCS) to estimate risk of efficacy failure; 5) estimating ranges for a payback; (6) adjusting for medical inflation; and (7) performing Monte Carlo Simulation (MCS) to estimate the DSPRisk of efficacy failure. A proof-of-concept exercise with osimertinib in NSCLC was performed for two hypothetical outcome-based contracts: 1-year (2019-2020) and 2-year (2019-2021). We estimated the risk of efficacy failure for osimertinib in terms of overall and progression-free survival versus standard of care. We used the estimated risk to estimate the price reduction on the wholesale acquisition cost (WAC) for the two hypothetical contracts: a 1-year (2019-2020) and 2-year contract (2019-2021). From this we estimated the DSPRisk of efficacy failure. RESULTS: Based on the risk of OS and PFS efficacy failure for osimertinib in OS and PFS, in the 1-year contract, the DSPRisk of efficacy failure was estimated at $12,652 (or -13.44% the 2018 WAC) for a 30-day prescription. For the 2-year contract (2019-2021), the DSPRisk of efficacy failure was estimated at $13,019 (or -10.93% the 2018 WAC). CONCLUSIONS: We demonstrated that pricing methods based on risk of efficacy failure methods can be integrated into our proposed Six Delta platform for outcome-based pricing/contracting.


Assuntos
Acrilamidas/economia , Compostos de Anilina/economia , Antineoplásicos/economia , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Contratos , Custos e Análise de Custo/métodos , Neoplasias Pulmonares/tratamento farmacológico , Acrilamidas/uso terapêutico , Compostos de Anilina/uso terapêutico , Antineoplásicos/uso terapêutico , Canadá , Carcinoma Pulmonar de Células não Pequenas/genética , Análise Custo-Benefício/métodos , Genes erbB-1/genética , Humanos , Neoplasias Pulmonares/genética , Modelos Econômicos , Método de Monte Carlo , Reino Unido
6.
J Med Econ ; 23(11): 1256-1265, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-32845209

RESUMO

AIMS: Six Delta is a six-dimensional independent platform for outcome-based pricing/contracting. The sixth dimension (δ6) estimates prices on the basis of adherence to the prescribed regimen, whereby manufacturers provide payers with adherence-enhancing programs and whereby payers implement these programs and provide adherence data to the manufacturer. We describe this dimension's methodology and present a proof-of-concept application to the treatment of non-small cell lung cancer (NSCLC) with EGFR mutation with osimertinib. MATERIALS AND METHODS: We propose two paybacks based on adherence: in-advance (based on clinical trial data) and in-arrear (based on real-world data). The risk of efficacy failure pricing dimension utilizes a 7-step method: 1) defining efficacy endpoints; 2) extracting data; 3) predicting models; 4) estimating in-advance and in-arrear paybacks; 5) suggesting ranges for in-advance and in-arrear paybacks; 6) adjusting for medical inflation; and 7) performing Monte Carlo Simulation (MCS) to estimate the DSPAdherence. A proof-of-concept exercise with osimertinib in NSCLC was performed for two hypothetical outcome-based contracts: 1-year (2019-2020) and 2-year (2019-2021). The 2018 wholesale acquisition cost (WAC) for a 30-day prescription was used and inflated as needed. Herein, the DSPAdherence is estimated exclusively in terms of in-advance payback because real-world data about osimertinib are not yet available and thus the in-arrear payback cannot yet be estimated. RESULTS: For the 1-year contract, the average price for osimertinib was $13,798 (SD=$1,265) and the DSPAdherence was $13,785 (or -5.69% of the 2018 WAC) for a 30-day prescription. For the 2-year contract, the average price was $12,555 (SD=$2,847) and the DSPAdherence was $12,582 (or -13.92% of the 2018 WAC). CONCLUSIONS: We demonstrated that adherence-based pricing methods can be integrated into our proposed Six Delta platform for outcome-based pricing/contracting. The proof-of-concept exercise needs to be expanded with the in-arrear pricing method based on real world data to be secured.


Assuntos
Acrilamidas/economia , Compostos de Anilina/economia , Antineoplásicos/economia , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Contratos , Custos e Análise de Custo/métodos , Neoplasias Pulmonares/tratamento farmacológico , Acrilamidas/uso terapêutico , Compostos de Anilina/uso terapêutico , Antineoplásicos/uso terapêutico , Canadá , Carcinoma Pulmonar de Células não Pequenas/genética , Análise Custo-Benefício/métodos , Genes erbB-1/genética , Humanos , Neoplasias Pulmonares/genética , Adesão à Medicação/estatística & dados numéricos , Modelos Econômicos , Método de Monte Carlo , Reino Unido
7.
J Med Econ ; 23(11): 1215-1222, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-32845794

RESUMO

AIMS: Six Delta is a six-dimensional independent platform for outcome-based pricing/contracting. The first dimension (δ1) estimates prices on the basis of cost-effectiveness (CEA) and cost-utility analysis (CUA). We describe this dimension's methodology and present a proof-of-concept application to the treatment of non-small cell lung cancer (NSCLC) with EGFR mutation with osimertinib. MATERIALS AND METHODS: CEA and CUA were performed using established methods. Probabilistic sensitivity analyses (PSA) were performed to generate cost-effectiveness acceptability curves (CEAC), specifically the PSA incremental cost-effectiveness (PSA ICER) and incremental cost-utility ratio generated CEACs (PSA ICUR). Price of treatment was estimated at three certainty levels (0%, turning point%, 100%). The marketed drug price at turning point was used to estimate prices at 0% and 100% certainty levels, as per PSA ICER and PSA ICUR-generated CEACs. The resulting prices were pooled, inflated, and simulated by Monte Carlo Simulation (MCS) methods to estimate the dimension-specific price based on CEA and CUA (DSPCEA/CUA). A proof-of-concept exercise with osimertinib in NSCLC was performed for two hypothetical outcome-based contracts: 1-year (2019-2020) and 2-years (2019-2021). RESULTS: Turning points were estimated at the 50% certainty level in both PSA ICER and ICUR-generated CEACS. At these points, the wholesale acquisition cost for osimertinib was $14,616 (30-day prescription); inflated by 0.44% for 1-year and by 0.72% for 2-year contracts. Additional prices at 0% and 100% certainty levels were quantified based on the PSA ICER and ICUR-generated CEACs. The MCS yielded a DSPCEA/CUA of $16,391 for the 1-year contract and a DSPCEA/CUA at $16,677 for the 2-year contract for a 30-day prescription. CONCLUSIONS: We demonstrated that conventional CEA and CUA methods generate price estimates at varying levels of certainty that can be integrated into our proposed Six Delta platform for outcome-based pricing/contracting.


Assuntos
Acrilamidas/economia , Compostos de Anilina/economia , Antineoplásicos/economia , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Contratos , Custos e Análise de Custo/métodos , Neoplasias Pulmonares/tratamento farmacológico , Acrilamidas/uso terapêutico , Compostos de Anilina/uso terapêutico , Antineoplásicos/uso terapêutico , Carcinoma Pulmonar de Células não Pequenas/genética , Análise Custo-Benefício/métodos , Genes erbB-1/genética , Humanos , Neoplasias Pulmonares/genética , Modelos Econômicos , Método de Monte Carlo
8.
J Med Econ ; 23(11): 1266-1272, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-32845180

RESUMO

AIMS: Six Delta is a six-dimensional independent platform for outcome-based pricing/contracting. The six dimensions have been described separately: (δ1) cost-effectiveness analysis and cost-utility analysis-based pricing; (δ2) willingness-to-pay-based pricing; (δ3) reference-based pricing; (δ4) safety-based pricing; (δ5) risk of efficacy failure-based pricing; and (δ6) adherence-based pricing. The final step is to integrate the various dimension-specific pricing estimates into a composite estimate termed the All-Dimensional Price (ADP). We describe the methodology for this integration and present a proof-of-concept application to the treatment of non-small cell lung cancer (NSCLC) with EGFR mutation with osimertinib. MATERIALS AND METHODS: For better accuracy in estimating the ADP, we used the prices generated from the six dimensions at scenario levels, not at the dimension-specific price (DSP) level. We pooled the price estimates and performed Monte Carlo Simulations (MCS) for the price scenarios generated by the six dimensions. We used the results of the proof-of-concept exercise involving osimertinib in NSCLC with EGFR mutation to estimate the ADP in two hypothetical contracts: 1-year (2019-2020) and 2-year contract (2019-2021). RESULTS: The average of the 30-day prescription estimates from the six dimensions averaged $10,819 (SD=$8,486) for the 1-year contract and $10,730 (SD=$8,500) for the 2-year contract. MCS yielded for the 1-year contract an ADP of $10,959 (or -25.02% the 2018 WAC price) and an ADP for the 2-year contract was $10,788 (or -26.19% the 2018 WAC price). CONCLUSIONS: We demonstrated that the integration of the prices from the six dimensions of the Six Delta platform and market conditions is feasible and yields multidimensional prices estimates to support outcome-based pricing/contracting.


Assuntos
Acrilamidas/economia , Compostos de Anilina/economia , Antineoplásicos/economia , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Contratos , Custos e Análise de Custo/métodos , Neoplasias Pulmonares/tratamento farmacológico , Acrilamidas/efeitos adversos , Compostos de Anilina/efeitos adversos , Antineoplásicos/efeitos adversos , Canadá , Carcinoma Pulmonar de Células não Pequenas/genética , Análise Custo-Benefício/métodos , Genes erbB-1/genética , Humanos , Neoplasias Pulmonares/genética , Adesão à Medicação , Modelos Econômicos , Método de Monte Carlo , Reino Unido
10.
Head Neck ; 38(8): 1234-41, 2016 08.
Artigo em Inglês | MEDLINE | ID: mdl-27028310

RESUMO

BACKGROUND: Head and neck squamous cell carcinoma (HNSCC) is the sixth most common cancer worldwide and minorities have the worst survival. However, the molecular mechanisms underlying survival disparities have not been elucidated. METHODS: In a retrospective study, we assessed association between HNSCC early death (<2 years) and 208 somatic mutations of 10 cancer-related genes in 214 patients: 98 non-Hispanic whites (46%), 72 Hispanic whites (34%), and 44 African Americans (20%). RESULTS: Hispanic whites and African Americans had significantly higher mutation rates for EGFR, HRAS, KRAS, and TP53. HNSCC early death was significantly associated with 3+ mutations (odds ratio [OR] = 2.78, 95% confidence interval [CI] = 1.16, 6.69), NOTCH1 mutations in non-Hispanic whites (OR = 5.51; 95% CI = 1.22-24.83) and TP53 mutations in Hispanic whites (OR = 3.84; 95% CI = 1.08-13.68) in multivariable analysis adjusted for age, sex, tumor site, and tumor stage. CONCLUSION: We have provided the proof-of-principal data to link racial/ethnic-specific somatic mutations and HNSCC prognosis and pave the way for precision medicine to overcome HNSCC survival disparities. © 2016 Wiley Periodicals, Inc. Head Neck 38:1234-1241, 2016.


Assuntos
Carcinoma de Células Escamosas/genética , Carcinoma de Células Escamosas/mortalidade , Etnicidade/genética , Neoplasias de Cabeça e Pescoço/genética , Neoplasias de Cabeça e Pescoço/mortalidade , Grupos Raciais/genética , Carcinoma de Células Escamosas/patologia , Carcinoma de Células Escamosas/terapia , Estudos de Coortes , Bases de Dados Factuais , Intervalo Livre de Doença , Etnicidade/estatística & dados numéricos , Feminino , Genes erbB-1/genética , Neoplasias de Cabeça e Pescoço/patologia , Neoplasias de Cabeça e Pescoço/terapia , Disparidades nos Níveis de Saúde , Humanos , Incidência , Estimativa de Kaplan-Meier , Modelos Logísticos , Masculino , Análise Multivariada , Mutação , Proteínas Proto-Oncogênicas p21(ras)/genética , Grupos Raciais/etnologia , Receptor Notch1/genética , Estudos Retrospectivos , Medição de Risco , Carcinoma de Células Escamosas de Cabeça e Pescoço , Análise de Sobrevida , Proteína Supressora de Tumor p53/genética , Estados Unidos
11.
Oral Oncol ; 54: 36-41, 2016 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-26786940

RESUMO

OBJECTIVES: The advantages of the circulating cell-free DNA (cfDNA) methodology are quick results and the possibility of repeated analysis. The main aim of our study was to establish the relationship of the total cfDNA with patients' clinical characteristics and circulating HPV DNA detection in the blood of patients with head and neck squamous cell carcinoma (HNSCC). METHODS: The cfDNA level of 200 HNSCC patients in plasma was quantified using TaqMan-based TERT amplification. TaqMan technology was also used for HPV16/18 detection. Additionally, mutations in KRAS and EGFR were investigated. RESULTS: A higher level (p=0.011) of the total cfDNA was found in patients with oropharyngeal squamous cell carcinoma (OPSCC) (9.60 ± 6.23 ng/ml) in comparison with other HNSCC (7.67 ± 4.44 ng/ml). The level of cfDNA in patients with clinical N2-N3 disease (9.28 ± 6.34 ng/ml) was (p=0.015) higher than in patients with a clinical N0-N1 disease (7.50 ± 3.69 ng/ml). It was also higher in patients with stage IV (9.16 ± 6.04 ng/ml) compared with stages I-III of cancer (7.26 ± 3.63 ng/ml) (p=0.011). Analysis of HPV16/18 in plasma revealed that 14% of patients were HPV-positive, the majority of whom had the type HPV16 (96.4%). CfDNA level was comparable in HPV-positive and HPV-negative HNSCC patients, as well in the OPSCC subgroup. Somatic mutations in EGFR and KRAS were not found. CONCLUSIONS: A high level of cfDNA is specific for patients with OPSCC. HPV detection in cfDNA does not depend on the cfDNA concentration. Our results prove the diagnostic potential of plasma-based HPV cfDNA tests for the early detection and monitoring of HPV-positive HNSCC.


Assuntos
Carcinoma de Células Escamosas/sangue , Neoplasias de Cabeça e Pescoço/sangue , Papillomavirus Humano 16/isolamento & purificação , Papillomavirus Humano 18/isolamento & purificação , Infecções por Papillomavirus/sangue , Adulto , Biomarcadores Tumorais/sangue , Carcinoma de Células Escamosas/genética , Carcinoma de Células Escamosas/virologia , DNA Viral/isolamento & purificação , Detecção Precoce de Câncer/métodos , Feminino , Genes erbB-1/genética , Neoplasias de Cabeça e Pescoço/genética , Neoplasias de Cabeça e Pescoço/virologia , Papillomavirus Humano 16/genética , Papillomavirus Humano 18/genética , Humanos , Masculino , Pessoa de Meia-Idade , Infecções por Papillomavirus/virologia , Proteínas Proto-Oncogênicas p21(ras)/genética , Adulto Jovem
12.
Eur J Health Econ ; 17(7): 855-63, 2016 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-26338546

RESUMO

OBJECTIVE: Assess the cost-effectiveness of an EGFR-mutation testing strategy for advanced NSCLC in first-line therapy with either gefitinib or carboplatin-paclitaxel in Mexican institutions. METHODS: Cost-effectiveness analysis using a discrete event simulation (DES) model to simulate two therapeutic strategies in patients with advanced NSCLC. Strategy one included patients tested for EGFR-mutation and therapy given accordingly. Strategy two included chemotherapy for all patients without testing. All results are presented in 2014 US dollars. The analysis was made with data from the Mexican frequency of EGFR-mutation. A univariate sensitivity analysis was conducted on EGFR prevalence. Progression-free survival (PFS) transition probabilities were estimated on data from the IPASS and simulated with a Weibull distribution, run with parallel trials to calculate a probabilistic sensitivity analysis. RESULTS: PFS of patients in the testing strategy was 6.76 months (95 % CI 6.10-7.44) vs 5.85 months (95 % CI 5.43-6.29) in the non-testing group. The one-way sensitivity analysis showed that PFS has a direct relationship with EGFR-mutation prevalence, while the ICER and testing cost have an inverse relationship with EGFR-mutation prevalence. The probabilistic sensitivity analysis showed that all iterations had incremental costs and incremental PFS for strategy 1 in comparison with strategy 2. CONCLUSION: There is a direct relationship between the ICER and the cost of EGFR testing, with an inverse relationship with the prevalence of EGFR-mutation. When prevalence is >10 % ICER remains constant. This study could impact Mexican and Latin American health policies regarding mutation detection testing and treatment for advanced NSCLC.


Assuntos
Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Carcinoma Pulmonar de Células não Pequenas/genética , Genes erbB-1/genética , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/genética , Quinazolinas/economia , Protocolos de Quimioterapia Combinada Antineoplásica/economia , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Carboplatina/uso terapêutico , Análise Custo-Benefício , Intervalo Livre de Doença , Feminino , Gefitinibe , Humanos , América Latina , Masculino , México , Modelos Econométricos , Mutação , Paclitaxel/uso terapêutico , Inibidores de Proteínas Quinases/economia , Inibidores de Proteínas Quinases/uso terapêutico , Anos de Vida Ajustados por Qualidade de Vida , Quinazolinas/uso terapêutico
13.
J Clin Pathol ; 68(9): 739-41, 2015 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-26047622

RESUMO

In non-small cell lung cancer (NSCLC), the epidermal growth factor receptor (EGFR) gene may undergo both mutations and copy number gains. EGFR mutant allele-specific imbalance (MASI) occurs when the ratio of mutant-to-wild-type alleles increases significantly. In this study, by using a previously validated microfluidic-chip-based technology, EGFR-MASI occurred in 25/67 mutant cases (37%), being more frequently associated with EGFR exon 19 deletions (p=0.033). In a subset of 49 treated patients, we assessed whether MASI is a modifier of anti-EGFR treatment benefit. The difference in progression-free survival and overall survival between EGFR-MASI-positive and EGFR-MASI-negative groups of patients did not show a statistical significance. In conclusion, EGFR-MASI is a significant event in NSCLC, specifically associated with EGFR exon 19 deletions. However, EGFR-MASI does not seem to play a role in predicting the response to first-generation EGFR small molecules inhibitors.


Assuntos
Carcinoma Pulmonar de Células não Pequenas/genética , Genes erbB-1/genética , Neoplasias Pulmonares/genética , Idoso , Alelos , Carcinoma Pulmonar de Células não Pequenas/mortalidade , Análise Mutacional de DNA , Intervalo Livre de Doença , Feminino , Dosagem de Genes , Humanos , Microdissecção e Captura a Laser , Neoplasias Pulmonares/mortalidade , Masculino , Pessoa de Meia-Idade , Mutação , Análise de Sequência com Séries de Oligonucleotídeos
14.
Oncotarget ; 6(14): 12783-95, 2015 May 20.
Artigo em Inglês | MEDLINE | ID: mdl-25904052

RESUMO

Cancer molecular heterogeneity might explain the variable response of EGFR mutant lung adenocarcinomas to tyrosine kinase inhibitors (TKIs). We assessed the mutational status of 22 cancer genes by next-generation sequencing (NGS) in poor, intermediate or good responders to first-line gefitinib. Clinical outcome was correlated with Additional Coexisting Mutations (ACMs) and the EGFR Proportion of Mutated Alleles (PMA). Thirteen ACMs were found in 10/17 patients: TP53 (n=6), KRAS (n=2), CTNNB1 (n=2), PIK3CA, SMAD4 and MET (n=1 each). TP53 mutations were exclusive of poor/intermediate responders (66.7% versus 0, p=0.009). Presence of ACMs significantly affected both PFS (median 3.0 versus 12.3 months, p=0.03) and survival (3.6 months versus not reached, p=0.03). TP53 mutation was the strongest negative modifier (median PFS 4.0 versus 14.0 months). Higher EGFR PMA was present in good versus poor/intermediate responders. Median PFS and survival were longer in patients with EGFR PMA ≥0.36 (12.0 versus 4.0 months, p=0.31; not reached versus 18.0 months, p=0.59). Patients with an EGFR PMA ≥0.36 and no ACMs fared significantly better (p=0.03), with a trend towards increased survival (p=0.06). Our exploratory data suggest that a quantitative (PMA) and qualitative (ACMs) molecular heterogeneity assessment using NGS might be useful for a better selection of patients.


Assuntos
Adenocarcinoma/genética , Antineoplásicos/uso terapêutico , Resistencia a Medicamentos Antineoplásicos/genética , Genes erbB-1/genética , Neoplasias Pulmonares/genética , Quinazolinas/uso terapêutico , Adenocarcinoma/tratamento farmacológico , Adenocarcinoma/mortalidade , Adenocarcinoma de Pulmão , Adulto , Idoso , Idoso de 80 Anos ou mais , Análise Mutacional de DNA , Intervalo Livre de Doença , Feminino , Gefitinibe , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Estimativa de Kaplan-Meier , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/mortalidade , Masculino , Pessoa de Meia-Idade , Reação em Cadeia da Polimerase Multiplex , Mutação , Modelos de Riscos Proporcionais , Análise de Sequência de DNA
15.
Stat Methods Med Res ; 24(6): 937-48, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-22246415

RESUMO

It is well known that non-small cell lung cancer (NSCLC) is a heterogeneous group of diseases. Previous studies have demonstrated genetic variation among different ethnic groups in the epidermal growth factor receptor (EGFR) in NSCLC. Research by our group and others has recently shown a lower frequency of EGFR mutations in African Americans with NSCLC, as compared to their White counterparts. In this study, we use our original study data of EGFR pathway genetics in African American NSCLC as an example to illustrate that univariate analyses based on aggregation versus partition of data leads to contradictory results, in order to emphasize the importance of controlling statistical confounding. We further investigate analytic approaches in logistic regression for data with separation, as is the case in our example data set, and apply appropriate methods to identify predictors of EGFR mutation. Our simulation shows that with separated or nearly separated data, penalized maximum likelihood (PML) produces estimates with smallest bias and approximately maintains the nominal value with statistical power equal to or better than that from maximum likelihood and exact conditional likelihood methods. Application of the PML method in our example data set shows that race and EGFR-FISH are independently significant predictors of EGFR mutation.


Assuntos
Carcinoma Pulmonar de Células não Pequenas/genética , Interpretação Estatística de Dados , Disparidades nos Níveis de Saúde , Neoplasias Pulmonares/genética , Negro ou Afro-Americano/genética , Negro ou Afro-Americano/estatística & dados numéricos , Idoso , Idoso de 80 Anos ou mais , Viés , Carcinoma Pulmonar de Células não Pequenas/epidemiologia , Feminino , Genes erbB-1/genética , Predisposição Genética para Doença/epidemiologia , Predisposição Genética para Doença/genética , Humanos , Funções Verossimilhança , Modelos Lineares , Modelos Logísticos , Neoplasias Pulmonares/epidemiologia , Masculino , Pessoa de Meia-Idade , Mutação/genética , População Branca/genética , População Branca/estatística & dados numéricos
16.
J Oral Pathol Med ; 42(5): 424-34, 2013 May.
Artigo em Inglês | MEDLINE | ID: mdl-23278525

RESUMO

BACKGROUND: To evaluate roles of human epidermal growth factor receptor (HER) family molecules in ameloblastomas, protein expression and gene status were analyzed in odontogenic tissues. METHODS: Sixty five ameloblastomas, 10 dental follicles, and 11 dentigerous cysts were immunohistochemically examined with antibodies against epidermal growth factor receptor (EGFR) and HER2, HER3, and HER4. Amplification of EGFR and HER2 was evaluated by chromogenic in situ hybridization (CISH). In 18 ameloblastomas, EGFR exons 19 and 21 were analyzed by direct DNA sequencing. RESULTS: Immunohistochemical reactivity for EGFR and HER2, HER3, and HER4 was detected in odontogenic epithelium. Expression of EGFR and HER4 was remarkable in these odontogenic tissues, as compared with that of HER2 and HER3. The level of HER2 immunoreactivity was significantly lower in ameloblastomas than in dental follicles and dentigerous cysts. Follicular ameloblastomas showed significantly higher expression of HER2 and HER4 than plexiform ameloblastomas. Reactivity for EGFR and HER3 was slightly stronger in recurrent ameloblastomas than in primary ameloblastomas. CISH did not reveal obvious amplification of EGFR or HER2 in ameloblastomas; however, EGFR and HER2 gene signals were significantly higher in follicular ameloblastomas than in plexiform ameloblastomas. Direct DNA sequencing of EGFR did not show any gene alteration in ameloblastomas. CONCLUSION: Expression of HER family molecules, especially EGFR and HER4, in odontogenic tissues suggests that growth signals mediated by these receptor molecules contribute to cell proliferation, survival, and differentiation in both normal and neoplastic odontogenic epithelial tissues. Some of these molecules might be useful for predicting outcomes in patients with ameloblastomas.


Assuntos
Ameloblastoma/genética , Receptores ErbB/genética , Genes erbB-1/genética , Diferenciação Celular/genética , Proliferação de Células , Sobrevivência Celular/genética , Transformação Celular Neoplásica/genética , Transformação Celular Neoplásica/patologia , Compostos Cromogênicos , Saco Dentário/patologia , Cisto Dentígero/patologia , Epitélio/patologia , Receptores ErbB/análise , Éxons/genética , Dosagem de Genes/genética , Regulação Neoplásica da Expressão Gênica/genética , Humanos , Hibridização In Situ , Mutação/genética , Recidiva Local de Neoplasia/genética , Recidiva Local de Neoplasia/patologia , Receptor ErbB-2/análise , Receptor ErbB-2/genética , Receptor ErbB-3/análise , Receptor ErbB-3/genética , Receptor ErbB-4 , Análise de Sequência de DNA
17.
Am J Manag Care ; 19(19 Suppl): s398-404, 2013 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-24494721

RESUMO

Lung cancer is the leading cause of cancerrelated mortality in the world. The American Cancer Society estimated that in 2013, the disease will account for almost 159,500 deaths in the United States, or approximately 27% of all cancer deaths in the country. Lung cancer accounts for about 14% and 12% of all new cancer diagnoses in males and females, respectively, and nearly 70% of patients with lung cancer will present with locally advanced or metastatic disease at initial diagnosis. Despite evidence-based recommendations and clinical guidelines that support the utility of epidermal growth factor receptor (EGFR) mutation testing in improving targeted therapy in non-small cell lung cancer (NSCLC), the most common form of lung cancer, EGFR testing continues to be underutilized, as the procedure may cost up to $1000 and require up to 2 weeks for results. Additional research and data collection will be needed to ascertain the costeffectiveness and role of molecular testing and targeted therapies in the management of NSCLC. This article reviews the current testing strategy and treatment guidelines, and provides a pharmacoeconomic evaluation of the use of EGFR testing to guide the management of NSCLC in today's cost-constrained healthcare environment.


Assuntos
Carcinoma Pulmonar de Células não Pequenas/economia , Carcinoma Pulmonar de Células não Pequenas/genética , Custos de Cuidados de Saúde , Neoplasias Pulmonares/economia , Neoplasias Pulmonares/genética , Programas de Assistência Gerenciada/economia , Antineoplásicos/economia , Antineoplásicos/uso terapêutico , Biomarcadores Tumorais/genética , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Análise Custo-Benefício , Intervalo Livre de Doença , Medicina Baseada em Evidências , Feminino , Perfilação da Expressão Gênica , Genes erbB-1/genética , Humanos , Neoplasias Pulmonares/tratamento farmacológico , Masculino , Terapia de Alvo Molecular/economia , Mutação , Medição de Risco , Análise de Sobrevida , Estados Unidos
18.
Br J Cancer ; 105(2): 255-62, 2011 Jul 12.
Artigo em Inglês | MEDLINE | ID: mdl-21694725

RESUMO

BACKGROUND: Only 40-70% of metastatic colorectal cancers (mCRCs) with wild-type (WT) KRAS oncogene respond to anti-epidermal growth factor receptor (anti-EGFR) antibody treatment. EGFR amplification has been suggested as an additional marker to predict the response. However, improved methods for bringing the EGFR analysis into routine laboratory are needed. METHODS: The material consisted of 80 patients with mCRC, 54 of them receiving anti-EGFR therapy. EGFR gene copy number (GCN) was analysed by automated silver in situ hybridisation (SISH). Immunohistochemical EGFR protein analysis was used to guide SISH assessment. RESULTS: Clinical benefit was seen in 73% of high (≥ 4.0) EGFR GCN patients, in comparison with 59% of KRAS WT patients. Only 20% of low EGFR GCN patients responded to therapy. A high EGFR GCN number associated with longer progression-free survival (P<0.0001) and overall survival (P=0.004). Together with KRAS analysis, EGFR GCN identified the responsive patients to anti-EGFR therapy more accurately than either test alone. The clinical benefit rate of KRAS WT/high EGFR GCN tumours was 82%. CONCLUSION: Our results show that automated EGFR SISH, in combination with KRAS mutation analysis, can be a useful and easily applicable technique in routine diagnostic practise for selecting patients for anti-EGFR therapy.


Assuntos
Carcinoma/diagnóstico , Neoplasias Colorretais/diagnóstico , Receptores ErbB/imunologia , Dosagem de Genes , Genes erbB-1/genética , Adulto , Idoso , Anticorpos Monoclonais/uso terapêutico , Antineoplásicos/uso terapêutico , Biomarcadores Farmacológicos/análise , Carcinoma/genética , Carcinoma/terapia , Neoplasias Colorretais/genética , Neoplasias Colorretais/terapia , Análise Mutacional de DNA , Receptores ErbB/antagonistas & inibidores , Feminino , Regulação Neoplásica da Expressão Gênica , Genes ras , Humanos , Imunoterapia , Hibridização In Situ/métodos , Masculino , Pessoa de Meia-Idade , Prognóstico , Estudos Retrospectivos , Resultado do Tratamento
19.
Lung Cancer ; 74(2): 268-73, 2011 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-21529987

RESUMO

BACKGROUND: Recent reports have suggested that erlotinib therapy after gefitinib failure requires optimal patient selection to obtain clinical benefits in relapsed non-small cell lung cancer (NSCLC). However, insufficient evidence exists to determine which clinical factors best identify patients who benefit from erlotinib therapy. METHODS: One hundred twenty-five patients with relapsed NSCLC who had received erlotinib therapy after gefitinib failure were retrospectively evaluated between January 2008 and May 2009. RESULTS: The response rate (RR), disease control rate (DCR), and median progression-free survival (PFS) for all patients were 9% (95% confidence interval [CI], 5-15%), 44% (95% CI, 35-53%), and 2.0 months (95% CI, 1.4-2.5 months), respectively. The median survival time was estimated to be 11.8 months (95% CI, 6.4-16.0 months). Using multivariate analysis, good performance status (PS), EGFR mutation-positive status, and benefit from prior gefitinib therapy were identified as significant predictive factors for disease control. Using a proportional hazards model, benefit from prior gefitinib therapy, good PS, and insertion of cytotoxic chemotherapies between gefitinib and erlotinib therapies emerged as significant predictive factors for longer PFS. Thirty-two patients with concomitant PS 0/1, benefit from prior gefitinib therapy, and insertion of cytotoxic chemotherapies between gefitinib and erlotinib therapies benefitted more from erlotinib therapy: RR, 25% (95% CI, 12-43%); DCR, 72% (95% CI, 53-86%); and median PFS, 3.4 months (95% CI, 2.4-4.9 months). CONCLUSIONS: Higher efficacy of erlotinib after gefitinib failure can be achieved with proper patient selection criteria, including good PS, benefit from prior gefitinib therapy, and insertion of cytotoxic chemotherapies between gefitinib and erlotinib therapies.


Assuntos
Carcinoma Pulmonar de Células não Pequenas/diagnóstico , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/tratamento farmacológico , Quinazolinas/administração & dosagem , Adulto , Idoso , Idoso de 80 Anos ou mais , Carcinoma Pulmonar de Células não Pequenas/mortalidade , Carcinoma Pulmonar de Células não Pequenas/patologia , Carcinoma Pulmonar de Células não Pequenas/fisiopatologia , Análise Mutacional de DNA , Intervalo Livre de Doença , Resistencia a Medicamentos Antineoplásicos , Cloridrato de Erlotinib , Feminino , Seguimentos , Gefitinibe , Genes erbB-1/genética , Humanos , Benefícios do Seguro/estatística & dados numéricos , Neoplasias Pulmonares/mortalidade , Neoplasias Pulmonares/patologia , Neoplasias Pulmonares/fisiopatologia , Masculino , Pessoa de Meia-Idade , Mutação/genética , Recidiva Local de Neoplasia , Seleção de Pacientes , Prognóstico , Quinazolinas/efeitos adversos , Estudos Retrospectivos , Análise de Sobrevida , Falha de Tratamento
20.
J Neurosurg ; 98(4): 854-9, 2003 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-12691412

RESUMO

OBJECT: The nature and origin of multinucleated giant cells in glioma have not been made clear. To investigate the phosphorylation of intermediate filaments, the authors studied multinucleated giant cells in vitro and in vivo by using mitosis-specific phosphorylated antibodies. METHODS: Cultured human glioma cells were immunostained with monoclonal antibodies (mAbs) 4A4, KT13, and TM71, which recognized the phosphorylation of vimentin at Ser55, glial fibrillary acidic protein at Serl3, and vimentin at Ser71, respectively. Subsequently, the nature of multinucleated giant cells was investigated using laser scanning confocal microscopy. In addition, paraffin-embedded tissue sections obtained in three patients with giant cell glioblastoma were also investigated. Multinucleated giant cells were immunoreacted with the mAb 4A4 and not with KT13 and TM71 in vitro and in vivo. In addition, the authors obtained these results in multinucleated giant cells under natural conditions, without drug treatments. CONCLUSIONS: Findings in this investigation indicated that multinucleated giant cells are those remaining in mitosis between metaphase and telophase, undergoing neither fusion nor degeneration.


Assuntos
Anticorpos Antineoplásicos/imunologia , Proteína Glial Fibrilar Ácida/imunologia , Glioblastoma/imunologia , Glioblastoma/ultraestrutura , Mitose/imunologia , Fosfotransferases/imunologia , Anticorpos Antineoplásicos/genética , Anticorpos Antineoplásicos/metabolismo , Divisão Celular , Transformação Celular Neoplásica/genética , Transformação Celular Neoplásica/imunologia , Genes erbB-1/genética , Genes erbB-1/imunologia , Genes p53/genética , Genes p53/imunologia , Proteína Glial Fibrilar Ácida/genética , Proteína Glial Fibrilar Ácida/metabolismo , Glioblastoma/genética , Glioblastoma/metabolismo , Humanos , Microscopia de Fluorescência/métodos , Mitose/genética , Técnicas de Amplificação de Ácido Nucleico , PTEN Fosfo-Hidrolase , Monoéster Fosfórico Hidrolases/genética , Monoéster Fosfórico Hidrolases/imunologia , Monoéster Fosfórico Hidrolases/metabolismo , Fosforilação , Fosfotransferases/genética , Fosfotransferases/metabolismo , Mutação Puntual/genética , Células Tumorais Cultivadas , Proteínas Supressoras de Tumor/genética , Proteínas Supressoras de Tumor/imunologia , Proteínas Supressoras de Tumor/metabolismo , Vimentina/imunologia , Vimentina/metabolismo
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