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1.
Lifetime Data Anal ; 29(2): 342-371, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36472759

RESUMO

Nested case-control sampled event time data under a highly stratified proportional hazards model, in which the number of strata increases proportional to sample size, is described and analyzed. The data can be characterized as stratified sampling from the event time risk sets and the analysis approach of Borgan et al. (Ann Stat 23:1749-1778, 1995) is adapted to accommodate both the stratification and case-control sampling from the stratified risk sets. Conditions for the consistency and asymptotic normality of the maximum partial likelihood estimator are provided and the results are used to compare the efficiency of the stratified analysis to an unstratified analysis when the baseline hazards can be semi-parametrically modeled in two special cases. Using the stratified sampling representation of the stratified analysis, methods for absolute risk estimation described by Borgan et al. (1995) for nested case-control data are used to develop methods for absolute risk estimation under the stratified model. The methods are illustrated by a year of birth stratified analysis of radon exposure and lung cancer mortality in a cohort of uranium miners from the Colorado Plateau.


Assuntos
Neoplasias Pulmonares , Humanos , Modelos de Riscos Proporcionais , Estudos de Casos e Controles , Estudos de Coortes , Tamanho da Amostra
2.
Am J Epidemiol ; 188(2): 444-450, 2019 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-30339180

RESUMO

A standard approach to analysis of case-cohort data involves fitting log-linear models. In this paper, we describe how standard statistical software can be used to fit a broad class of general relative rate models to case-cohort data and derive confidence intervals. We focus on a case-cohort design in which a roster has been assembled and events ascertained but additional information needs to be collected on explanatory variables. The additional information is ascertained just for persons who experience the event of interest and for a sample of the cohort members enumerated at study entry. One appeal of such a case-cohort design is that this sample of the cohort may be used to support analyses of several outcomes. The ability to fit general relative rate models to case-cohort data may allow an investigator to reduce model misspecification in exposure-response analyses, fit models in which some factors have effects that are additive and others multiplicative, and facilitate estimation of relative excess risk due to interaction. We address model fitting for simple random sampling study designs as well as stratified designs. Data on lung cancer among radon-exposed men (Colorado Plateau uranium miners, 1950-1990) are used to illustrate these methods.


Assuntos
Métodos Epidemiológicos , Poluentes Ocupacionais do Ar/efeitos adversos , Poluentes Ocupacionais do Ar/análise , Causalidade , Interpretação Estatística de Dados , Humanos , Neoplasias Pulmonares/induzido quimicamente , Neoplasias Pulmonares/epidemiologia , Mineradores/estatística & dados numéricos , Doenças Profissionais/induzido quimicamente , Doenças Profissionais/epidemiologia , Exposição Ocupacional/efeitos adversos , Exposição Ocupacional/análise , Radônio/efeitos adversos
3.
Blood ; 125(22): 3501-8, 2015 May 28.
Artigo em Inglês | MEDLINE | ID: mdl-25862561

RESUMO

Positive detection of minimal residual disease (MRD) by multichannel flow cytometry (MFC) prior to hematopoietic cell transplantation (HCT) of patients with acute lymphoblastic leukemia (ALL) identifies patients at high risk for relapse, but many pre-HCT MFC-MRD negative patients also relapse, and the predictive power MFC-MRD early post-HCT is poor. To test whether the increased sensitivity of next-generation sequencing (NGS)-MRD better identifies pre- and post-HCT relapse risk, we performed immunoglobulin heavy chain (IgH) variable, diversity, and joining (V[D]J) DNA sequences J NGS-MRD on 56 patients with B-cell ALL enrolled in Children's Oncology Group trial ASCT0431. NGS-MRD predicted relapse and survival more accurately than MFC-MRD (P < .0001), especially in the MRD negative cohort (relapse, 0% vs 16%; P = .02; 2-year overall survival, 96% vs 77%; P = .003). Post-HCT NGS-MRD detection was better at predicting relapse than MFC-MRD (P < .0001), especially early after HCT (day 30 MFC-MRD positive relapse rate, 35%; NGS-MRD positive relapse rate, 67%; P = .004). Any post-HCT NGS positivity resulted in an increase in relapse risk by multivariate analysis (hazard ratio, 7.7; P = .05). Absence of detectable IgH-V(D)J NGS-MRD pre-HCT defines good-risk patients potentially eligible for less intense treatment approaches. Post-HCT NGS-MRD is highly predictive of relapse and survival, suggesting a role for this technique in defining patients early who would be eligible for post-HCT interventions. The trial was registered at www.clinicaltrials.gov as #NCT00382109.


Assuntos
Transplante de Células-Tronco Hematopoéticas , Sequenciamento de Nucleotídeos em Larga Escala , Cadeias Pesadas de Imunoglobulinas/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras/terapia , Éxons VDJ/genética , Adolescente , Adulto , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Masculino , Neoplasia Residual , Leucemia-Linfoma Linfoblástico de Células Precursoras/mortalidade , Leucemia-Linfoma Linfoblástico de Células Precursoras/patologia , Prognóstico , Recidiva , Fatores de Risco , Transplante Homólogo , Adulto Jovem
4.
Pediatr Blood Cancer ; 64(7)2017 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-28019092

RESUMO

PURPOSE: To evaluate a chemoreduction regimen using systemic vincristine and carboplatin (VC) and local ophthalmic therapies to avoid external-beam radiotherapy (EBRT) or enucleation in patients with Group B intraocular retinoblastoma. PATIENTS AND METHODS: Twenty-one patients (25 eyes) were treated with six cycles of VC, accompanied by local ophthalmic therapies after cycle 1. The primary study objective was to determine the 2-year event-free survival (EFS) where an event was defined as the use of systemic chemotherapy in addition to vincristine or carboplatin, EBRT, and/or enucleation. RESULTS: All patients had tumor regression after the first cycle of VC and only two patients had progression during therapy. There were seven treatment failures within 2 years of study enrollment, resulting in 2-year EFS of 65% and early study closure in accordance with the statistical design. The 2-year cumulative incidence of enucleation was 15%; for external beam radiation therapy, it was 10%; and for chemotherapy to control progressive disease, it was 10%. All patients sustaining a treatment failure were salvaged with additional therapy. CONCLUSIONS: For the majority of patients with Group B intraocular retinoblastoma, chemoreduction with VC, without etoposide, in conjunction with local therapy provides excellent opportunity for ocular salvage. Local therapy given with every chemotherapy cycle and incorporation of etoposide may provide improved ocular salvage rates. Central review of group at diagnosis is critical in assigning appropriate therapies.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Quimioterapia Adjuvante/métodos , Terapia Neoadjuvante/métodos , Neoplasias da Retina/tratamento farmacológico , Retinoblastoma/tratamento farmacológico , Carboplatina/administração & dosagem , Pré-Escolar , Intervalo Livre de Doença , Feminino , Humanos , Lactente , Masculino , Vincristina/administração & dosagem
5.
Ophthalmology ; 123(8): 1817-1823, 2016 08.
Artigo em Inglês | MEDLINE | ID: mdl-27262763

RESUMO

PURPOSE: To determine whether insurance status, race, and ethnicity correlate with increased retinoblastoma invasiveness as a marker of both risk and time to diagnosis. DESIGN: Retrospective case-control study. PARTICIPANTS: All 203 patients from the United States enrolled in the Children's Oncology Group (COG) trial ARET0332, a study of patients with unilateral retinoblastoma requiring enucleation. MAIN OUTCOME MEASURES: All surgical specimens underwent pathologic review to determine the presence of well-defined histopathologic features correlating with a higher risk of disease progression. Insurance status, race, and ethnicity were compiled from the study record for each patient. RESULTS: On institutional pathologic review, nonprivate insurance, nonwhite race, and Hispanic ethnicity all correlated significantly with a greater rate of high-risk pathologic findings. Hispanic ethnicity remained a significant predictor on multivariate analysis. On central pathologic review, these correlations remained but did not reach statistical significance. The differences in results from institutional versus central pathologic reviews appeared to be due to a higher likelihood of patients in minority groups of being misclassified as high risk by institutional pathologists. CONCLUSIONS: In this controlled study population of patients with retinoblastoma who had central pathologic review, our findings suggest a higher rate of more advanced disease associated with nonprivate insurance, nonwhite race, and Hispanic ethnicity; these findings may be due to delays in diagnosis for these groups. Future work should use direct methods to study the impact of other variables, including English-language proficiency and socioeconomic status. Further effort also should focus on where in the diagnostic process potential delays exist, so that interventions can be designed to overcome barriers to care for these groups. In addition, potential systematic differences in pathologic reads based on demographic variables deserve further study.


Assuntos
Etnicidade/estatística & dados numéricos , Cobertura do Seguro/estatística & dados numéricos , Grupos Raciais/estatística & dados numéricos , Neoplasias da Retina/epidemiologia , Retinoblastoma/epidemiologia , Estudos de Casos e Controles , Criança , Pré-Escolar , Enucleação Ocular , Feminino , Hispânico ou Latino , Humanos , Seguro Saúde , Masculino , Oncologia , Neoplasias da Retina/patologia , Neoplasias da Retina/cirurgia , Retinoblastoma/patologia , Retinoblastoma/cirurgia , Estudos Retrospectivos , Fatores de Risco , Estados Unidos/epidemiologia , População Branca
6.
Blood ; 123(13): 2017-25, 2014 Mar 27.
Artigo em Inglês | MEDLINE | ID: mdl-24497539

RESUMO

Sirolimus has activity against acute lymphoblastic leukemia (ALL) in xenograft models and efficacy in preventing acute graft-versus-host disease (aGVHD). We tested whether addition of sirolimus to GVHD prophylaxis of children with ALL would decrease aGVHD and relapse. Patients were randomized to tacrolimus/methotrexate (standard) or tacrolimus/methotrexate/sirolimus (experimental). The study met futility rules for survival after enrolling 146 of 259 patients. Rate of Grade 2-4 aGVHD was 31% vs 18% (standard vs experimental, P = .04), however, grade 3-4 aGVHD was not different (13% vs 10%, P = .28). Rates of veno-occlusive disease (VOD) and thrombotic microangiopathy (TMA) were lower in the nonsirolimus arm (9% vs 21% VOD, P = .05; 1% vs 10% TMA, P = .06). At 2 years, event free survival (EFS) and overall survival (OS) were 56% vs 46%, and 65% vs 55% (standard vs experimental), respectively (P = .28 and .23). Multivariate analysis showed increased relapse risk in children with ≥0.1% minimal residual disease (MRD) pretransplant, and decreased risk in patients with grades 1-3 aGVHD (P = .04). Grades 1-3 aGVHD were associated with improved EFS (P = .02), whereas grade 4 aGVHD and extramedullary disease at diagnosis led to inferior OS. Although addition of sirolimus decreased aGVHD, survival was not improved. This study is registered with ClinicalTrials.gov as #NCT00382109.


Assuntos
Doença Enxerto-Hospedeiro/prevenção & controle , Imunossupressores/administração & dosagem , Metotrexato/administração & dosagem , Leucemia-Linfoma Linfoblástico de Células Precursoras/terapia , Sirolimo/administração & dosagem , Tacrolimo/administração & dosagem , Adolescente , Criança , Pré-Escolar , Feminino , Transplante de Células-Tronco Hematopoéticas , Humanos , Lactente , Masculino , Condicionamento Pré-Transplante/métodos , Transplante Homólogo , Irradiação Corporal Total , Adulto Jovem
7.
Biol Blood Marrow Transplant ; 21(1): 67-73, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-25270958

RESUMO

Idiopathic pneumonia syndrome (IPS) is an acute, noninfectious lung disorder associated with high morbidity and mortality after hematopoietic cell transplantation. Previous studies have suggested a role for TNFα in the pathogenesis of IPS. We report a multicenter phase II trial investigating a soluble TNF-binding protein, etanercept (Enbrel, Amgen, Thousand Oaks, CA), for the treatment of pediatric patients with IPS. Eligible patients were < 18 years old, within 120 days after transplantation, and with radiographic evidence of a diffuse pneumonitis. All patients underwent a pretherapy broncho-alveolor lavage (BAL) to establish the diagnosis of IPS. Systemic corticosteroids (2.0 mg/kg/day) plus etanercept (.4 mg/kg twice weekly × 8 doses) were administered. Response was defined as survival and discontinuation of supplemental oxygen support by day 28 of study. Thirty-nine patients (median age, 11 years; range, 1 to 17) were enrolled, with 11 of 39 patients nonevaluable because of identification of pathogens from their pretherapy BAL. In the remaining 28 patients, the median fraction of inspired oxygen at study entry was 45%, with 17 of 28 requiring mechanical ventilation. Complete responses were seen in 20 (71%) patients, with a median time to response of 10 days (range, 1 to 24). Response rates were higher for patients not requiring mechanical ventilation at study entry (100% versus 53%, P = .01). Overall survival at 28 days and 1 year after therapy were 89% (95% confidence interval [CI], 70% to 96%) and 63% (95% CI, 42% to 79%), respectively. Plasma levels of proinflammatory cytokines were significantly increased at onset of therapy, subsequently decreasing in responding patients. The addition of etanercept to high-dose corticosteroids was associated with high response rates and survival in children with IPS.


Assuntos
Corticosteroides/uso terapêutico , Neoplasias Hematológicas/terapia , Transplante de Células-Tronco Hematopoéticas/efeitos adversos , Pneumonias Intersticiais Idiopáticas/terapia , Imunoglobulina G/uso terapêutico , Imunossupressores/uso terapêutico , Receptores do Fator de Necrose Tumoral/uso terapêutico , Adolescente , Líquido da Lavagem Broncoalveolar/química , Líquido da Lavagem Broncoalveolar/citologia , Criança , Pré-Escolar , Citocinas/biossíntese , Citocinas/imunologia , Quimioterapia Combinada , Etanercepte , Feminino , Neoplasias Hematológicas/imunologia , Neoplasias Hematológicas/mortalidade , Neoplasias Hematológicas/patologia , Humanos , Pneumonias Intersticiais Idiopáticas/etiologia , Pneumonias Intersticiais Idiopáticas/mortalidade , Pneumonias Intersticiais Idiopáticas/patologia , Lactente , Masculino , Receptores do Fator de Necrose Tumoral/antagonistas & inibidores , Respiração Artificial , Irmãos , Análise de Sobrevida , Transplante Homólogo , Resultado do Tratamento , Doadores não Relacionados
8.
Pediatr Blood Cancer ; 60(6): 1044-7, 2013 06.
Artigo em Inglês | MEDLINE | ID: mdl-23255402

RESUMO

The role of SCT in pediatric oncology has continued to evolve with the introduction of new therapeutic agents and immunological insights into cancer. COG has focused its efforts on the study of hematopoietic stem cell transplantation in the treatment of pediatric malignancies in several major multi-institutional Phase II and Phase III studies. These studies include addressing the impact of allogenicity in ALL (ASCT0431), and establishing autologous stem cell transplant as the standard of care in neuroblastoma. Reducing transplant-associated toxicity was addressed in the ASCT0521 study, where the TNFα inhibitor etanercept was tested for the treatment of idiopathic pneumonia syndrome. Impact of cell dose was explored in the single versus tandem umbilical cord blood study CTN-0501, in close collaboration with the BMT-CTN.


Assuntos
Ensaios Clínicos como Assunto , Transplante de Células-Tronco Hematopoéticas , Neoplasias/cirurgia , Criança , Transplante de Células-Tronco Hematopoéticas/métodos , Humanos , Pesquisa
9.
Int J Cancer ; 131(8): 1921-9, 2012 Oct 15.
Artigo em Inglês | MEDLINE | ID: mdl-22290745

RESUMO

Obesity strongly increases the risk of endometrial cancer and is projected to increase current and future endometrial cancer incidence. In order to fully understand endometrial cancer incidence, one should also examine both hysterectomy, which eliminates future risk of endometrial cancer, and endometrial hyperplasia (EH), a precursor that prompts treatment (including hysterectomy). Hysterectomy and EH are more common than endometrial cancer, but data on simultaneous temporal trends of EH, hysterectomy and endometrial cancer are lacking. We used linked pathology, tumor registry, surgery and administrative datasets at the Kaiser Permanente Northwest Health Plan to calculate age-adjusted and age-specific rates, 1980-2003, of EH only (N = 5,990), EH plus hysterectomy (N = 904), hysterectomy without a diagnosis of EH or cancer (N = 14,926) and endometrial cancer (N = 1,208). Joinpoint regression identified inflection points and quantified annual percentage changes (APCs). The EH APCs were -5.3% (95% confidence interval [CI] = -7.4% to -3.2%) for 1980-1990, -12.9% (95% CI = -15.6% to -10.1%) for 1990-1999 and 2.4% (95% CI = -6.6% to 12.2%) for 1999-2003. The EH-plus-hysterectomy APCs were -8.6% (95% CI = -10.6% to -6.5%) for 1980-2000 and 24.5% (95% CI = -16.5% to 85.7%) for 2000-2003. Hysterectomy rates did not significantly change over time. The endometrial cancer APCs were -6.5% (95% CI = -10.3% to -2.6%) for 1980-1988 and 1.4% (95% CI = -0.2% to 3.0%) for 1988-2003. Hysterectomy rates were unchanged, but increased endometrial cancer incidence after 1988 and the reversal, in 1999, of the longstanding decline in EH incidence could reflect the influence of obesity on endometrial neoplasia.


Assuntos
Hiperplasia Endometrial/epidemiologia , Neoplasias do Endométrio/epidemiologia , Histerectomia , Planos de Pré-Pagamento em Saúde , Adulto , Hiperplasia Endometrial/cirurgia , Neoplasias do Endométrio/cirurgia , Feminino , Seguimentos , Humanos , Incidência , Prognóstico , Fatores de Tempo
10.
Biol Blood Marrow Transplant ; 18(1): 84-91, 2012 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-21689773

RESUMO

The Children's Oncology Group conducted a multicenter Phase III trial for chronic graft-versus-host disease (cGVHD). The double-blind, placebo-controlled, randomized study evaluated hydroxychloroquine added to standard therapy for children with newly diagnosed cGVHD. The study also used a novel grading and response scoring system and evaluated clinical laboratory correlates of cGVHD. The primary endpoint was complete response (CR) after 9 months of therapy. Fifty-four patients (27 on each arm) were enrolled before closure because of slow accrual. The CR rate was 28% in the hydroxychloroquine arm versus 33% in the placebo arm (odds ratio [OR] = 0.77, 95% confidence interval [CI]: 0.20-2.93, P = .75) for 42 evaluable patients. For 41 patients with severity assessment at enrollment, 20 (49%) were severe and 18 (44%) moderate according to the National Institutes of Health Consensus Conference global scoring system. The CR rate was 15% for severe cGVHD and 44% for moderate cGVHD (OR = 0.24, 95% CI: 0.05-1.06, P = .07). Although the study could not resolve the primary question, it provided important information for future cGVHD study design in this population.


Assuntos
Doença Enxerto-Hospedeiro/tratamento farmacológico , Hidroxicloroquina/uso terapêutico , Adolescente , Adulto , Criança , Pré-Escolar , Doença Crônica , Método Duplo-Cego , Feminino , Doença Enxerto-Hospedeiro/diagnóstico , Humanos , Lactente , Masculino , Resultado do Tratamento , Adulto Jovem
11.
Epidemiology ; 23(6): 892-9, 2012 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-23007044

RESUMO

Epidemiologic studies that collect detailed exposure histories often incorporate this information into a regression model through a time-dependent cumulative exposure metric. This summary metric obscures variations in exposure rates among people and within persons over time. To disentangle the effects of cumulative exposure and exposure rate, one standard approach is to simultaneously model both cumulative exposure and average exposure rate. We propose an alternative regression model that uses a person's detailed exposure history information to describe the effect of the history of exposure increments on the relative hazard function. We illustrate this approach using data from a cohort study of radon exposure and lung cancer mortality among uranium miners. Compared with a standard cumulative exposure-average exposure rate model, our proposed approach yielded somewhat stronger evidence that the radon-lung cancer mortality association is modified by exposure rate. At low exposure rates, the estimated excess relative hazard per 100 working-level months was 0.63 (95% confidence interval = 0.32-1.37) under the standard approach, whereas under the proposed approach it was 1.23 (0.53-3.76). The proposed approach may provide better understanding of relationships between a protracted exposure and disease and is readily implemented using existing statistical software.


Assuntos
Poluentes Radioativos do Ar/análise , Neoplasias Pulmonares/mortalidade , Mineração , Doenças Profissionais/mortalidade , Exposição Ocupacional/análise , Modelos de Riscos Proporcionais , Radônio/análise , Adulto , Idade de Início , Idoso , Idoso de 80 Anos ou mais , Poluentes Radioativos do Ar/efeitos adversos , Causalidade , Estudos de Coortes , Colorado/epidemiologia , Humanos , Neoplasias Pulmonares/etiologia , Masculino , Pessoa de Meia-Idade , Doenças Profissionais/etiologia , Exposição Ocupacional/efeitos adversos , Medição de Risco
12.
Radiat Environ Biophys ; 51(1): 15-22, 2012 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-22193911

RESUMO

Background stratified Poisson regression is an approach that has been used in the analysis of data derived from a variety of epidemiologically important studies of radiation-exposed populations, including uranium miners, nuclear industry workers, and atomic bomb survivors. We describe a novel approach to fit Poisson regression models that adjust for a set of covariates through background stratification while directly estimating the radiation-disease association of primary interest. The approach makes use of an expression for the Poisson likelihood that treats the coefficients for stratum-specific indicator variables as 'nuisance' variables and avoids the need to explicitly estimate the coefficients for these stratum-specific parameters. Log-linear models, as well as other general relative rate models, are accommodated. This approach is illustrated using data from the Life Span Study of Japanese atomic bomb survivors and data from a study of underground uranium miners. The point estimate and confidence interval obtained from this 'conditional' regression approach are identical to the values obtained using unconditional Poisson regression with model terms for each background stratum. Moreover, it is shown that the proposed approach allows estimation of background stratified Poisson regression models of non-standard form, such as models that parameterize latency effects, as well as regression models in which the number of strata is large, thereby overcoming the limitations of previously available statistical software for fitting background stratified Poisson regression models.


Assuntos
Estudos de Coortes , Análise de Regressão , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Neoplasias Pulmonares/epidemiologia , Masculino , Pessoa de Meia-Idade , Mineração , Neoplasias Induzidas por Radiação/epidemiologia , Armas Nucleares , Doenças Profissionais/epidemiologia , Exposição Ocupacional/efeitos adversos , Distribuição de Poisson , Doses de Radiação , Sobreviventes , Neoplasias da Glândula Tireoide/epidemiologia , Urânio , Adulto Jovem
13.
Am J Epidemiol ; 173(6): 695-702, 2011 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-21303803

RESUMO

Exposure lagging and exposure-time window analysis are 2 widely used approaches to allow for induction and latency periods in analyses of exposure-disease associations. Exposure lagging implies a strong parametric assumption about the temporal evolution of the exposure-disease association. An exposure-time window analysis allows for a more flexible description of temporal variation in exposure effects but may result in unstable risk estimates that are sensitive to how windows are defined. The authors describe a hierarchical regression approach that combines time window analysis with a parametric latency model. They illustrate this approach using data from 2 occupational cohort studies: studies of lung cancer mortality among 1) asbestos textile workers and 2) uranium miners. For each cohort, an exposure-time window analysis was compared with a hierarchical regression analysis with shrinkage toward a simpler, second-stage parametric latency model. In each cohort analysis, there is substantial stability gained in time window-specific estimates of association by using a hierarchical regression approach. The proposed hierarchical regression model couples a time window analysis with a parametric latency model; this approach provides a way to stabilize risk estimates derived from a time window analysis and a way to reduce bias arising from misspecification of a parametric latency model.


Assuntos
Relação Dose-Resposta a Droga , Neoplasias Pulmonares/induzido quimicamente , Modelos Estatísticos , Exposição Ocupacional/efeitos adversos , Amianto/efeitos adversos , Humanos , Mineração , Modelos Teóricos , Exposição Ocupacional/estatística & dados numéricos , Radônio/efeitos adversos , Análise de Regressão , Medição de Risco , Indústria Têxtil , Fatores de Tempo , Urânio/efeitos adversos
14.
Am J Epidemiol ; 174(12): 1416-22, 2011 Dec 15.
Artigo em Inglês | MEDLINE | ID: mdl-22047823

RESUMO

Lagging exposure information is often undertaken to allow for a latency period in cumulative exposure-disease analyses. The authors first consider bias and confidence interval coverage when using the standard approaches of fitting models under several lag assumptions and selecting the lag that maximizes either the effect estimate or model goodness of fit. Next, they consider bias that occurs when the assumption that the latency period is a fixed constant does not hold. Expressions were derived for bias due to misspecification of lag assumptions, and simulations were conducted. Finally, the authors describe a method for joint estimation of parameters describing an exposure-response association and the latency distribution. Analyses of associations between cumulative asbestos exposure and lung cancer mortality among textile workers illustrate this approach. Selecting the lag that maximizes the effect estimate may lead to bias away from the null; selecting the lag that maximizes model goodness of fit may lead to confidence intervals that are too narrow. These problems tend to increase as the within-person exposure variation diminishes. Lagging exposure assignment by a constant will lead to bias toward the null if the distribution of latency periods is not a fixed constant. Direct estimation of latency periods can minimize bias and improve confidence interval coverage.


Assuntos
Métodos Epidemiológicos , Projetos de Pesquisa , Exposição Ambiental/efeitos adversos , Humanos , Neoplasias Pulmonares/etiologia , Neoplasias Pulmonares/mortalidade , Modelos Estatísticos , Radônio/toxicidade , Fatores de Tempo
15.
Pediatr Blood Cancer ; 57(2): 252-7, 2011 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-21671362

RESUMO

BACKGROUND: Dactinomycin (AMD) and vincristine (VCR) have been used for the treatment of childhood cancer over the past 40 years but evidence-based dosing guidance is lacking. METHODS: Patient AMD and VCR dose and drug-related adverse event (AE) information from four rhabdomyosarcoma (RMS) and two Wilms tumor (WT) studies were assembled. Statistical modeling was used to account for differences in AE data collection across studies, develop rate models for grade 3/4 CTCAE v3 hepatic- (AMD) and neuro- (VCR) toxicity, assess variation in toxicity rates over age and other factors, and predict toxicity risk under current dosing guidelines. RESULTS: For the same dose/body size, AMD toxicity rates were higher in patients <1 year than older patients and VCR toxicity rates increased with age. The statistical model provided estimates for AMD and VCR toxicity risk under current dosing schedules and indicated that patients of smaller body size were at lower risk of VCR toxicity than larger patients of the same age. The rate of AMD toxicity was highest early in treatment and was lower in patients who tolerated initial AMD without toxicity. CONCLUSION: The observed decrease in AMD toxicity rate with cumulative dose may indicate sensitivity in a subgroup of patients while the observed increase in VCR toxicity risk with age may indicate changing sensitivity to VCR. Current dosing practices result in a fairly uniform toxicity profile within age group. However, PK/PD studies should be done to provide further provide further information on best dosing guidelines.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Neoplasias Renais/tratamento farmacológico , Rabdomiossarcoma/tratamento farmacológico , Tumor de Wilms/tratamento farmacológico , Adolescente , Doença Hepática Induzida por Substâncias e Drogas/etiologia , Criança , Pré-Escolar , Dactinomicina/administração & dosagem , Dactinomicina/efeitos adversos , Relação Dose-Resposta a Droga , Feminino , Humanos , Lactente , Estimativa de Kaplan-Meier , Funções Verossimilhança , Masculino , Síndromes Neurotóxicas/etiologia , Modelos de Riscos Proporcionais , Estudos Retrospectivos , Fatores de Risco , Vincristina/administração & dosagem , Vincristina/efeitos adversos
16.
Geohealth ; 5(12): e2021GH000430, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-34859166

RESUMO

While the spatial resolution of exposure surfaces has greatly improved, our ability to locate people in space remains a limiting factor in accurate exposure assessment. In this case-control study, two approaches to geocoding participant locations were used to study the impact of geocoding uncertainty on the estimation of ambient pesticide exposure and breast cancer risk among women living in California's Central Valley. Residential and occupational histories were collected and geocoded using a traditional point-based method along with a novel area-based method. The standard approach to geocoding uses centroid points to represent all geocoded locations, and is unable to adapt exposure areas based on geocode quality, except through the exclusion of low-certainty locations. In contrast, area-based geocoding retains the complete area to which an address matched (the same area from which the centroid is returned), and therefore maintains the appropriate level of precision when it comes to assessing exposure by geography. Incorporating the total potential exposure area for each geocoded location resulted in different exposure classifications and resulting odds ratio estimates than estimates derived from the centroids of those same areas (using a traditional point-based geocoder). The direction and magnitude of these differences varied by pesticide, but in all cases odds ratios differed by at least 6% and up to 35%. These findings demonstrate the importance of geocoding in exposure estimation and suggest it is important to consider geocode certainty and quality throughout exposure assessment, rather than simply using the best available point geocodes.

17.
Am J Epidemiol ; 171(3): 377-83, 2010 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-20044379

RESUMO

Cox proportional hazards regression analysis of survival data and conditional logistic regression analysis of matched case-control data are methods that are widely used by epidemiologists. Standard statistical software packages accommodate only log-linear model forms, which imply exponential exposure-response functions and multiplicative interactions. In this paper, the authors describe methods for fitting non-log-linear Cox and conditional logistic regression models. The authors use data from a study of lung cancer mortality among Colorado Plateau uranium miners (1950-1982) to illustrate these methods for fitting general relative risk models to matched case-control control data, countermatched data with weights, d:m matching, and full cohort Cox regression using the SAS statistical package (SAS Institute Inc., Cary, North Carolina).


Assuntos
Modelos Logísticos , Modelos de Riscos Proporcionais , Análise de Sobrevida , Poluentes Ocupacionais do Ar , Estudos de Casos e Controles , Colorado/epidemiologia , Humanos , Neoplasias Pulmonares/mortalidade , Mineração , Exposição Ocupacional , Razão de Chances , Urânio
18.
Breast Cancer Res Treat ; 120(1): 175-83, 2010 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-19597986

RESUMO

The potential effects of oral contraceptive (OC) and postmenopausal hormone (PMH) use are not well understood among BRCA1 or BRCA2 (BRCA1/2) deleterious mutation carriers with a history of breast cancer. We investigated the association between OC and PMH use and risk of contralateral breast cancer (CBC) in the WECARE (Women's Environment, Cancer, and Radiation Epidemiology) Study. The WECARE Study is a population-based case-control study of 705 women with asynchronous CBC and 1,398 women with unilateral breast cancer, including 181 BRCA1/2 mutation carriers. Risk-factor information was assessed by telephone interview. Mutation status was measured using denaturing high-performance liquid chromatography followed by direct sequencing in all participants. Outcomes, treatment, and tumor characteristics were abstracted from medical records. Ever use of OCs was not associated with risk among noncarriers (RR = 0.87; 95% CI = 0.66-1.15) or BRCA2 carriers (RR = 0.82; 95% CI = 0.21-3.13). BRCA1 carriers who used OCs had a nonsignificant greater risk than nonusers (RR = 2.38; 95% CI = 0.72-7.83). Total duration of OC use and at least 5 years of use before age 30 were associated with a nonsignificant increased risk among mutation carriers but not among noncarriers. Few women had ever used PMH and we found no significant associations between lifetime use and CBC risk among carriers and noncarriers. In conclusion, the association between OC/PMH use and risk of CBC does not differ significantly between carriers and noncarriers; however, because carriers have a higher baseline risk of second primaries, even a potential small increase in risk as a result of OC use may be clinically relevant.


Assuntos
Neoplasias da Mama/induzido quimicamente , Neoplasias da Mama/genética , Anticoncepcionais Orais/efeitos adversos , Terapia de Reposição de Estrogênios/efeitos adversos , Segunda Neoplasia Primária/induzido quimicamente , Segunda Neoplasia Primária/genética , Adulto , Estudos de Casos e Controles , Cromatografia Líquida de Alta Pressão , Feminino , Genes BRCA1 , Genes BRCA2 , Predisposição Genética para Doença , Heterozigoto , Humanos , Pessoa de Meia-Idade , Mutação , Fatores de Risco , Adulto Jovem
19.
Breast Cancer Res Treat ; 123(2): 491-8, 2010 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-20135344

RESUMO

Given the greatly elevated risks of contralateral breast cancer (CBC) observed in breast cancer patients who carry mutations in BRCA1 and BRCA2, it is critical to determine the effectiveness of standard adjuvant therapies in preventing CBC in mutation carriers. The WECARE study is a matched, case-control study of 708 women with CBC as cases and 1,399 women with unilateral breast cancer (UBC) as controls, including 181 BRCA1/BRCA2 mutation carriers. Interviews and medical record reviews provided detailed information on risk factors and breast cancer therapy. All study participants were screened for BRCA1 and BRCA2 mutations using denaturing high-performance liquid chromatography (DHPLC) to detect genetic variants in the coding and flanking regions of the genes. Conditional logistic regression was used to compare the risk of CBC associated with chemotherapy and tamoxifen in BRCA1/BRCA2 mutation carriers and non-carriers. Chemotherapy was associated with lower CBC risk both in non-carriers (RR = 0.6 [95% CI: 0.5-0.7]) and carriers (RR = 0.5 [95% CI: 0.2-1.0]; P value = 0.04). Tamoxifen was associated with a reduced CBC risk in non-carriers (RR = 0.7 [95% CI: 0.6-1.0]; P value = 0.03). We observed a similar but non-significant reduction associated with tamoxifen in mutation carriers (RR = 0.7 [95% CI: 0.3-1.8]). The tests of heterogeneity comparing carriers to non-carriers did not provide evidence for a difference in the associations with chemotherapy (P value = 0.51) nor with tamoxifen (P value = 0.15). Overall, we did not observe a difference in the relative risk reduction associated with adjuvant treatment between BRCA1/BRCA2 mutation carriers and non-carriers. However, given the higher absolute CBC risk in mutation carriers, the potentially greater impact of adjuvant therapy in reducing CBC risk among mutation carriers should be considered when developing treatment plans for these patients.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Proteína BRCA1/genética , Proteína BRCA2/genética , Neoplasias da Mama/tratamento farmacológico , Mutação , Recidiva Local de Neoplasia/prevenção & controle , Adulto , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Estudos de Casos e Controles , Quimioterapia Adjuvante , Análise Mutacional de DNA , Dinamarca , Feminino , Humanos , Funções Verossimilhança , Modelos Logísticos , Pessoa de Meia-Idade , Recidiva Local de Neoplasia/genética , Sistema de Registros , Medição de Risco , Fatores de Risco , Programa de SEER , Tamoxifeno/administração & dosagem , Resultado do Tratamento , Estados Unidos , Adulto Jovem
20.
Cancer Causes Control ; 21(6): 839-46, 2010 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-20130978

RESUMO

OBJECTIVE: Reproductive factors, such as early age at menarche, late age at menopause, and nulliparity are known risk factors for breast cancer. Previously, we reported these factors to be associated with risk of developing contralateral breast cancer (CBC). In this study, we evaluated the association between these factors and CBC risk among BRCA1 and BRCA2 (BRCA1/2) mutation carriers and non-carriers. METHODS: The WECARE Study is a population-based multi-center case-control study of 705 women with CBC (cases) and 1,397 women with unilateral breast cancer (controls). All participants were screened for BRCA1/2 mutations and 181 carriers were identified. Conditional logistic regression models were used to evaluate associations between reproductive factors and CBC for mutation carriers and non-carriers. RESULTS: None of the associations between reproductive factors and CBC risk differed between mutation carriers and non-carriers. The increase in risk with younger age at menarche and decrease in risk in women with more than two full-term pregnancies seen in non-carriers were not significantly different in carriers (adjusted RRs = 1.31, 95% CI 0.65-2.65 and 0.53, 95% CI 0.19-1.51, respectively). No significant associations between the other reproductive factors and CBC risk were observed in mutation carriers or non-carriers. CONCLUSION: For two reproductive factors previously shown to be associated with CBC risk, we observed similar associations for BRCA1/2 carriers. This suggests that reproductive variables that affect CBC risk may have similar effects in mutation carriers and non-carriers.


Assuntos
Proteína BRCA2/genética , Neoplasias da Mama/genética , Genes BRCA2 , Mutação , História Reprodutiva , Neoplasias da Mama/induzido quimicamente , Estudos de Casos e Controles , Feminino , Humanos , Modelos Logísticos , Menarca/genética , Menopausa/genética , Neoplasias/induzido quimicamente , Neoplasias/genética , Paridade/genética , Gravidez , Risco , Fatores de Risco
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