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1.
BMC Cancer ; 20(1): 137, 2020 Feb 21.
Artigo em Inglês | MEDLINE | ID: mdl-32085733

RESUMO

BACKGROUND: In a previous study (Goebel et. al, Cancer Genomics Proteomics 16:229-244, 2019), we identified 33 biomarkers for an early stage (I-II) Non-Small Cell Lung Cancer (NSCLC) test with 90% accuracy, 80.3% sensitivity, and 95.4% specificity. For the current study, we used a narrowed ensemble of 21 biomarkers while retaining similar accuracy in detecting early stage lung cancer. METHODS: A multiplex platform, 486 human plasma samples, and 21 biomarkers were used to develop and validate our algorithm which detects early stage NSCLC. The training set consisted of 258 human plasma with 79 Stage I-II NSCLC samples. The 21 biomarkers with the statistical model (Lung Cancer Detector Test 1, LCDT1) was then validated using 228 novel samples which included 55 Stage I NSCLC. RESULTS: The LCDT1 exhibited 95.6% accuracy, 89.1% sensitivity, and 97.7% specificity in detecting Stage I NSCLC on the blind set. When only NSCLC cancers were analyzed, the specificity increased to 99.1%. CONCLUSIONS: Compared to current approved clinical methods for diagnosing NSCLC, the LCDT1 greatly improves accuracy while being non-invasive; a simple, cost-effective, early diagnostic blood test should result in expanding access and increase survival rate.


Assuntos
Biomarcadores Tumorais/sangue , Carcinoma Pulmonar de Células não Pequenas/diagnóstico , Detecção Precoce de Câncer/métodos , Testes Hematológicos/métodos , Neoplasias Pulmonares/diagnóstico , Adulto , Idoso , Idoso de 80 Anos ou mais , Carcinoma Pulmonar de Células não Pequenas/sangue , Estudos de Casos e Controles , Feminino , Humanos , Neoplasias Pulmonares/sangue , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Curva ROC , Adulto Jovem
2.
Cancer Genomics Proteomics ; 16(4): 229-244, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31243104

RESUMO

BACKGROUND/AIM: In 2016 in the United States, 7 of 10 patients were estimated to die following lung cancer diagnosis. This is due to a lack of a reliable screening method that detects early-stage lung cancer. Our aim is to accurately detect early stage lung cancer using algorithms and protein biomarkers. PATIENTS AND METHODS: A total of 1,479 human plasma samples were processed using a multiplex immunoassay platform. 82 biomarkers and 6 algorithms were explored. There were 351 NSCLC samples (90.3% Stage I, 2.3% Stage II, and 7.4% Stage III/IV). RESULTS: We identified 33 protein biomarkers and developed a classifier using Random Forest. Our test detected early-stage Non-Small Cell Lung Cancer (NSCLC) with a 90% accuracy, 80% sensitivity, and 95% specificity in the validation set using the 33 markers. CONCLUSION: A specific, non-invasive, early-detection test, in combination with low-dose computed tomography, could increase survival rates and reduce false positives from screenings.


Assuntos
Carcinoma Pulmonar de Células não Pequenas/diagnóstico , Neoplasias Pulmonares/diagnóstico , Adulto , Carcinoma Pulmonar de Células não Pequenas/patologia , Detecção Precoce de Câncer , Feminino , Humanos , Neoplasias Pulmonares/patologia , Masculino , Estadiamento de Neoplasias
3.
Respir Med ; 139: 39-47, 2018 06.
Artigo em Inglês | MEDLINE | ID: mdl-29858000

RESUMO

OBJECTIVES: This randomized, double-blind, placebo-controlled, cross-over, Phase II dose-ranging study investigated the efficacy and safety of GP MDI (glycopyrronium administered by metered dose inhaler formulated using co-suspension delivery technology) compared with an open-label active comparator, salmeterol dry powder inhaler (SAL DPI), in subjects with intermittent or mild-to-moderate persistent asthma. METHODS: Subjects were randomized to receive five of seven treatments (GP MDI 28.8, 14.4, 7.2, 3.6, and 1.9 µg, placebo MDI, and SAL DPI 50 µg), each for a 14-day period. The primary endpoint was peak change from baseline in forced expiratory volume in 1 s (FEV1) on Day 15. Secondary endpoints included additional lung function parameters and symptoms (Asthma Control Questionnaire-5). Safety was monitored throughout. RESULTS: Of 248 subjects randomized, 211 completed the study. All doses of GP MDI resulted in significant improvements in the primary endpoint compared with placebo MDI in a dose-ordered fashion (range 85-155 mL, p < .0001), without appreciable differences between the two highest doses of GP MDI (28.8 and 14.4 µg) and SAL DPI 50 µg. Improvements in secondary lung function endpoints and symptoms were generally dose-ordered, with GP MDI 28.8 µg showing the greatest improvements. Similar results were observed when endpoints were analyzed based on subjects' background use of inhaled corticosteroids (yes/no). All GP MDI doses were well tolerated with no evidence of a dose-related effect on adverse events. CONCLUSIONS: The results of this study suggest that GP MDI could offer an important treatment option for maintenance therapy of asthma, and warrants further investigation in Phase III clinical trials.


Assuntos
Asma/tratamento farmacológico , Broncodilatadores/administração & dosagem , Glicopirrolato/administração & dosagem , Xinafoato de Salmeterol/administração & dosagem , Administração por Inalação , Adulto , Idoso , Broncodilatadores/efeitos adversos , Estudos Cross-Over , Método Duplo-Cego , Inaladores de Pó Seco , Feminino , Volume Expiratório Forçado/efeitos dos fármacos , Glicopirrolato/efeitos adversos , Humanos , Masculino , Inaladores Dosimetrados , Pessoa de Meia-Idade , Xinafoato de Salmeterol/efeitos adversos , Resultado do Tratamento , Adulto Jovem
4.
Ann Am Thorac Soc ; 12(1): 27-34, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-25490706

RESUMO

RATIONALE: Radiographically confirmed pneumonia risk with inhaled corticosteroid use in chronic obstructive pulmonary disease (COPD) has not been assessed to date. OBJECTIVES: To determine the incidence of pneumonia, risk factors, and clinical attributes with inhaled fluticasone furoate (FF) in patients with COPD with an exacerbation history. METHODS: Two replicate, 1-year, double-blind clinical trials enrolled subjects with COPD with moderate to very severe airflow limitation and at least one exacerbation within the prior year. Subjects were randomized 1:1:1:1 to receive inhaled once-daily vilanterol (VI) 25 µg or VI 25 µg combined with 50, 100, or 200 µg FF. Subjects were required to have a chest radiograph at screening and within 48 hours of any suspected pneumonia or exacerbation. MEASUREMENTS AND MAIN RESULTS: Among 3,255 randomized subjects, 205 pneumonia events occurred in 181 subjects. Chest imaging was available for 195 (95%) of these events. Chest radiographs were also obtained for 1,793 (70%) of the 2,545 moderate and severe exacerbations. For VI alone and the combination with 50, 100, or 200 µg FF, reported pneumonia incidence was 3, 6, 6, and 7%, respectively. However, for events with compatible parenchymal infiltrates, the respective incidences were 2, 4, 4, and 5%. Factors associated with at least a twofold increase in the risk of pneumonia with FF/VI treatment were being a current smoker, having prior pneumonia, body mass index <25 kg/m(2), and severe airflow limitation. CONCLUSIONS: Radiographically confirmed pneumonia risk is increased with inhaled FF/VI, although at less than investigator-defined rates. Modifiable pneumonia risk factors should be considered when attempting to optimize COPD management. Clinical trial registered with www.clinicaltrials.gov (NCT01009463 [HZC102871]; NCT01017952 [HZC102970]).


Assuntos
Androstadienos/administração & dosagem , Álcoois Benzílicos/administração & dosagem , Clorobenzenos/administração & dosagem , Pneumonia/epidemiologia , Doença Pulmonar Obstrutiva Crônica/tratamento farmacológico , Administração por Inalação , Relação Dose-Resposta a Droga , Método Duplo-Cego , Quimioterapia Combinada , Feminino , Volume Expiratório Forçado/efeitos dos fármacos , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Pneumonia/etiologia , Pneumonia/fisiopatologia , Doença Pulmonar Obstrutiva Crônica/complicações , Doença Pulmonar Obstrutiva Crônica/fisiopatologia , Estados Unidos/epidemiologia
5.
Lancet Respir Med ; 1(3): 210-23, 2013 May.
Artigo em Inglês | MEDLINE | ID: mdl-24429127

RESUMO

BACKGROUND: Whether the combination of a once-daily inhaled corticosteroid with a once-daily longacting ß(2) agonist is more protective than a once-daily longacting ß(2) agonist alone against exacerbations of chronic obstructive pulmonary disease (COPD) is unknown. We hypothesised that fluticasone furoate and vilanterol would prevent more exacerbations than would vilanterol alone. METHODS: We did two replicate double-blind parallel-group 1 year trials. Both studies began on Sept 25, 2009. Study 1 ended on Oct 31, 2011, and study 2 on Oct 17, 2011. Eligible patients were aged 40 years or older, had a history of COPD, a smoking history of 10 or more pack-years, a ratio of forced expiratory volume in 1 s (FEV(1)) to forced vital capacity of 0·70 or less after bronchodilators (and an FEV(1) of 70% or less of predicted), and a documented history of one or more moderate or severe disease exacerbations in the year before screening. Patients were randomly assigned (1:1:1:1) on the basis of the Registration and Medication Ordering System to 25 µg vilanterol alone or 25 µg vilanterol combined with either 50 µg, 100 µg, or 200 µg fluticasone furoate once daily. Our primary endpoint was the yearly rate of moderate and severe exacerbations. The trials were analysed separately and a pooled analysis was also done. These trials are registered with ClinicalTrials.gov (NCT01009463 and NCT01017952). FINDINGS: 1622 patients in study 1 and 1633 patients in study 2 were randomly assigned. In study 1, no significant difference in exacerbation rate was noted between the 200/25 µg fluticasone furoate/vilanterol group and the vilanterol only group (mean 0·90 events vs 1·05 events per year; ratio 0·9 [95% CI 0·7-1·0]). Because of the statistical hierarchy used, we could not infer significance for the 50 µg and 100 µg groups. In study 2, significantly fewer moderate and severe exacerbations were noted in all fluticasone furoate/vilanterol groups than in the vilanterol only group (p=0·0398 for the 50 µg group, 0·0244 for the 100 µg group, and 0·0004 for the 200 µg group). In the pooled analysis, significantly fewer moderate and severe exacerbations were noted in all fluticasone furoate/vilanterol groups than in the vilanterol only group (0·0141 for the 50 µg group, <0·0001 for the 100 µg group, and 0·0003 for the 200 µg group). Nasopharyngitis was the most frequently reported adverse event in both studies. Pneumonia and fractures were reported more frequently with fluticasone furoate and vilanterol than with vilanterol alone. Eight deaths from pneumonia were noted in the fluticasone furoate/vilanterol groups compared with none in the vilanterol only group. INTERPRETATION: Addition of fluticasone furoate to vilanterol was associated with a decreased rate of moderate and severe exacerbations of COPD in patients with a history of exacerbation, but was also associated with an increased pneumonia risk. FUNDING: GlaxoSmithKline.


Assuntos
Androstadienos , Álcoois Benzílicos , Clorobenzenos , Pneumonia , Doença Pulmonar Obstrutiva Crônica/tratamento farmacológico , Sistema Respiratório/efeitos dos fármacos , Administração por Inalação , Idoso , Androstadienos/administração & dosagem , Androstadienos/efeitos adversos , Álcoois Benzílicos/administração & dosagem , Álcoois Benzílicos/efeitos adversos , Broncodilatadores/administração & dosagem , Broncodilatadores/efeitos adversos , Clorobenzenos/administração & dosagem , Clorobenzenos/efeitos adversos , Progressão da Doença , Relação Dose-Resposta a Droga , Método Duplo-Cego , Combinação de Medicamentos , Monitoramento de Medicamentos , Feminino , Glucocorticoides/administração & dosagem , Glucocorticoides/efeitos adversos , Humanos , Masculino , Pessoa de Meia-Idade , Pneumonia/epidemiologia , Pneumonia/etiologia , Doença Pulmonar Obstrutiva Crônica/complicações , Doença Pulmonar Obstrutiva Crônica/diagnóstico , Doença Pulmonar Obstrutiva Crônica/fisiopatologia , Testes de Função Respiratória/métodos , Sistema Respiratório/fisiopatologia , Medição de Risco , Resultado do Tratamento
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