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1.
Gastrointest Endosc ; 96(3): 553-562.e3, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35533738

RESUMO

BACKGROUND AND AIMS: Data are limited regarding colonoscopy risk during long-term, programmatic colorectal cancer screening and follow-up. We aimed to describe adverse events during follow-up in a colonoscopy screening program after the baseline examination and examine factors associated with increased risk. METHODS: Cooperative Studies Program no. 380 includes 3121 asymptomatic veterans aged 50 to 75 years who underwent screening colonoscopy between 1994 and 1997. Periprocedure adverse events requiring significant intervention were defined as major events (other events were minor) and were tracked during follow-up for at least 10 years. Multivariable odds ratios (ORs) were calculated for factors associated with risk of follow-up adverse events. RESULTS: Of 3727 follow-up examinations in 1983 participants, adverse events occurred in 105 examinations (2.8%) in 93 individuals, including 22 major and 87 minor events (examinations may have had >1 event). Incidence of major events (per 1000 examinations) remained relatively stable over time, with 6.1 events at examination 2, 4.8 at examination 3, and 7.2 at examination 4. Examinations with major events included 1 perforation, 3 GI bleeds requiring intervention, and 17 cardiopulmonary events. History of prior colonoscopic adverse events was associated with increased risk of events (major or minor) during follow-up (OR, 2.7; 95% confidence interval, 1.6-4.6). CONCLUSIONS: Long-term programmatic screening and surveillance was safe, as major events were rare during follow-up. However, serious cardiopulmonary events were the most common major events. These results highlight the need for detailed assessments of comorbid conditions during routine clinical practice, which could help inform individual decisions regarding the utility of ongoing colonoscopy follow-up.


Assuntos
Neoplasias Colorretais , Detecção Precoce de Câncer , Colonoscopia/efeitos adversos , Colonoscopia/métodos , Neoplasias Colorretais/epidemiologia , Detecção Precoce de Câncer/métodos , Humanos , Programas de Rastreamento , Estudos Prospectivos , Fatores de Risco
2.
Clin Transl Gastroenterol ; 13(4): e00479, 2022 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-35333777

RESUMO

INTRODUCTION: Controversy exists regarding the impact of various risk factors on noncolorectal cancer (CRC) mortality in healthy screening populations. We examined the impact of known CRC risk factors, including baseline colonoscopy findings, on non-CRC mortality in a screening population. METHODS: Cooperative Studies Program (CSP) #380 is comprised of 3,121 veterans aged 50-75 years who underwent screening colonoscopy from 1994 to 97 and were then followed for at least 10 years or until death. Hazard ratios (HRs) for risk factors on non-CRC mortality were estimated by multivariate Cox proportional hazards. RESULTS: Current smoking (HR 2.12, 95% confidence interval [CI] 1.78-2.52, compared with nonsmokers) and physical activity (HR 0.89, 95% CI 0.84-0.93) were the modifiable factors most associated with non-CRC mortality in CSP#380. In addition, compared with no neoplasia at baseline colonoscopy, non-CRC mortality was higher in participants with ≥3 small adenomas (HR 1.43, 95% CI 1.06-1.94), advanced adenomas (HR 1.32, 95% CI 0.99-1.75), and CRC (HR 2.95, 95% CI 0.98-8.85). Those with 1-2 small adenomas were not at increased risk for non-CRC mortality (HR 1.15, 95% CI 0.94-1.4). DISCUSSION: In a CRC screening population, known modifiable risk factors were significantly associated with 10-year non-CRC mortality. Furthermore, those who died from non-CRC causes within 10 years were more likely to have had high-risk findings at baseline colonoscopy. These results suggest that advanced colonoscopy findings may be a risk marker of poor health outcomes. Integrated efforts are needed to motivate healthy lifestyle changes during CRC screening, particularly in those with high-risk colonoscopy findings and unaddressed risk factors.


Assuntos
Adenoma , Neoplasias Colorretais , Adenoma/diagnóstico , Colonoscopia , Neoplasias Colorretais/epidemiologia , Detecção Precoce de Câncer , Humanos , Programas de Rastreamento
3.
Sci Rep ; 11(1): 8104, 2021 04 14.
Artigo em Inglês | MEDLINE | ID: mdl-33854078

RESUMO

Understanding patient accumulation of comorbidities can facilitate healthcare strategy and personalized preventative care. We applied a directed network graph to electronic health record (EHR) data and characterized comorbidities in a cohort of healthy veterans undergoing screening colonoscopy. The Veterans Affairs Cooperative Studies Program #380 was a prospective longitudinal study of screening and surveillance colonoscopy. We identified initial instances of three-digit ICD-9 diagnoses for participants with at least 5 years of linked EHR history (October 1999 to December 2015). For diagnoses affecting at least 10% of patients, we calculated pairwise chronological relative risk (RR). iGraph was used to produce directed graphs of comorbidities with RR > 1, as well as summary statistics, key diseases, and communities. A directed graph based on 2210 patients visualized longitudinal development of comorbidities. Top hub (preceding) diseases included ischemic heart disease, inflammatory and toxic neuropathy, and diabetes. Top authority (subsequent) diagnoses were acute kidney failure and hypertensive chronic kidney failure. Four communities of correlated comorbidities were identified. Close analysis of top hub and authority diagnoses demonstrated known relationships, correlated sequelae, and novel hypotheses. Directed network graphs portray chronologic comorbidity relationships. We identified relationships between comorbid diagnoses in this aging veteran cohort. This may direct healthcare prioritization and personalized care.


Assuntos
Comorbidade , Redes Neurais de Computação , Veteranos/estatística & dados numéricos , Idoso , Idoso de 80 Anos ou mais , Cardiomiopatias/diagnóstico , Bases de Dados Factuais , Feminino , Humanos , Classificação Internacional de Doenças , Masculino , Pessoa de Meia-Idade , Infarto do Miocárdio/diagnóstico , Insuficiência Renal Crônica/diagnóstico , Risco
4.
Front Public Health ; 9: 612806, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33681131

RESUMO

Federal agencies, including the Department of Veterans Affairs (VA), have prioritized improved access to scientific data and results collected through federally funded research. Our VA Cooperative Studies Program Epidemiology Center in Durham, North Carolina (CSPEC-Durham) assembled a repository of data and specimens collected through multiple studies on Veteran health issues to facilitate future research in these areas. We developed a single protocol, request process that includes scientific and ethical review of all applications, and a database architecture using metadata (common variable descriptors) to securely store and share data across diverse studies. In addition, we created a mechanism to allow data and specimens collected through older studies in which re-use was not addressed in the study protocol or consent forms to be shared if the future research is within the scope of the original consent. Our CSPEC-Durham Data and Specimen Repository currently includes research data, genomic data, and study specimens (e.g., DNA, blood) for three content areas: colorectal cancer, amyotrophic lateral sclerosis, and Gulf War research. The linking of the study specimens and research data can support additional genetic analyses and related research to improve Veterans' health.


Assuntos
Veteranos , Guerra do Golfo , Humanos , North Carolina , Estados Unidos , United States Department of Veterans Affairs , Saúde dos Veteranos
5.
Cancer Epidemiol Biomarkers Prev ; 29(11): 2269-2276, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32928932

RESUMO

BACKGROUND: The genetic basis for most individuals with high cumulative lifetime colonic adenomas is unknown. We investigated associations between known colorectal cancer-risk single-nucleotide polymorphisms (SNP) and increasing cumulative adenoma counts. METHODS: The Cooperative Studies Program #380 screening colonoscopy cohort includes 612 selected participants age 50 to 75 with genotyped blood samples and 10 years of clinical follow-up. We evaluated 41 published "colorectal cancer-risk SNPs" for associations with individual cumulative adenoma counts or having ≥10 cumulative adenomas. SNPs were analyzed singly or combined in a polygenic risk score (PRS). The PRS was constructed from eight published SNPs associated with multiple adenomas, termed "adenoma-risk SNPs." RESULTS: Four colorectal cancer-risk SNPs were associated with increasing cumulative adenoma counts (P < 0.05): rs12241008 (gene: VTI1A), rs2423279 (BMP2/HAO1), rs3184504 (SH2B3), and rs961253 (FERMT1/BMP2), with risk allele risk ratios of 1.31, 1.29, 1.24, and 1.23, respectively. Three colorectal cancer-risk SNPs were associated with ≥10 cumulative adenomas (P < 0.05), with risk allele odds ratios of 2.09 (rs3184504), 2.30 (rs961253), and 1.94 (rs3217901). A weighted PRS comprised of adenoma-risk SNPs was associated with higher cumulative adenomas (weighted rate ratio = 1.57; P = 0.03). CONCLUSIONS: In this mostly male veteran colorectal cancer screening cohort, several known colorectal cancer-risk SNPs were associated with increasing cumulative adenoma counts and the finding of ≥10 cumulative adenomas. In addition, an increasing burden of adenoma-risk SNPs, measured by a weighted PRS, was associated with higher cumulative adenomas. IMPACT: Future work will seek to validate these findings in different populations and then augment current colorectal cancer risk prediction tools with precancerous, adenoma genetic data.


Assuntos
Adenoma/genética , Neoplasias Colorretais/genética , Variantes Farmacogenômicos/genética , Polimorfismo de Nucleotídeo Único/genética , Idoso , Neoplasias Colorretais/patologia , Feminino , Predisposição Genética para Doença , Humanos , Masculino , Pessoa de Meia-Idade , Fatores de Risco
6.
Am J Gastroenterol ; 115(8): 1275-1282, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32483010

RESUMO

INTRODUCTION: Limited data inform the current postpolypectomy surveillance guidelines, which suggest a shortened interval to third colonoscopy after a negative second examination if high-risk adenomas (HRA) were present on the initial screening colonoscopy. Therefore, we examined the risk of HRA at third colonoscopy stratified by findings on 2 previous examinations in a prospective screening colonoscopy cohort of US veterans. METHODS: We identified participants who had 3 or more colonoscopies from CSP#380. We examined the risk of HRA on the third examination based on findings from the previous 2 examinations. Multivariate logistic regression was used to adjust for multiple covariates. RESULTS: HRA were found at the third examination in 114 (12.8%) of 891 participants. Those with HRA on both previous examinations had the greatest incidence of HRA at third examination (14/56, 25.0%). Compared with those with no adenomas on both previous examinations, participants with HRA on the first examination remained at significantly increased risk for HRA at the third examination at 3 years after a negative second examination (odds ratio [OR] 3.41, 95% confidence interval [CI] 1.28-9.08), 5 years (OR 3.14, 95% CI 1.49-6.61), and 7 years (OR 2.89, 95% CI 1.08-7.74). DISCUSSION: In a screening population, HRA on the first examination identified individuals who remained at increased risk for HRA at the third examination, even after a negative second examination. This finding supports current colorectal cancer surveillance guidelines, which suggest a shortened, 5-year time interval to third colonoscopy after a negative second examination if high-risk findings were present on the baseline examination.


Assuntos
Adenoma/epidemiologia , Neoplasias Colorretais/epidemiologia , Adenoma/diagnóstico , Adenoma/diagnóstico por imagem , Adenoma/patologia , Idoso , Colonoscopia , Neoplasias Colorretais/diagnóstico , Neoplasias Colorretais/diagnóstico por imagem , Neoplasias Colorretais/patologia , Feminino , Humanos , Incidência , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Fatores de Risco , Fatores de Tempo , Estados Unidos/epidemiologia , United States Department of Veterans Affairs , Veteranos
7.
Gastroenterology ; 158(4): 862-874.e8, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-31376388

RESUMO

BACKGROUND & AIMS: Few studies have evaluated long-term outcomes of ongoing colonoscopic screening and surveillance in a screening population. We aimed to determine the 10-year risk for advanced neoplasia (defined as adenomas ≥10mm, adenomas with villous histology or high-grade dysplasia, or colorectal cancer [CRC]) and assessed whether baseline colonoscopy findings were associated with long-term outcomes. METHODS: We collected data from the Department of Veterans Affairs Cooperative Studies Program Study on 3121 asymptomatic veterans (50-75 years old) who underwent a screening colonoscopy from 1994 through 1997 at 13 medical centers and were then followed for 10 years or until death. We included 1915 subjects with at least 1 surveillance colonoscopy and estimated cumulative incidence of advanced neoplasia by Kaplan-Meier curves. We then fit a longitudinal joint model to estimate risk of advanced neoplasia at each subsequent examination after baseline, adjusting for multiple colonoscopies within individuals. RESULTS: Through 10 years of follow-up, there were 146 individuals among all baseline colonoscopy groups found to have at least 1 incident advanced neoplasia. The cumulative 10-year incidence of advanced neoplasia was highest among those with baseline CRC (43.7%; 95% CI 13.0%-74.4%), followed by those with baseline advanced adenoma (AA) (21.9%; 95% CI 15.7-28.1). The cumulative 10-year incidence of advanced neoplasia was 6.3% (95% CI 4.1%-8.5%) and 4.1% (95% CI 2.7%-5.4%) for baseline 1 to 2 small adenomas (<1cm, and without villous histology or high-grade dysplasia) and no neoplasia, respectively (log-rank P = .10). After adjusting for prior surveillance, the risk of advanced neoplasia at each subsequent examination was not significantly increased in veterans with 1 or 2 small adenomas at baseline (odds ratio 0.96; 95% CI 0.67-1.41) compared with veterans with no baseline neoplasia. CONCLUSIONS: Baseline screening colonoscopy findings associate with advanced neoplasia within 10 years. Individuals with only 1 or 2 small adenomas at baseline have a low risk of advanced neoplasia over 10 years. Alternative surveillance strategies, could be considered for these individuals.


Assuntos
Adenoma/patologia , Pólipos do Colo/patologia , Colonoscopia/estatística & dados numéricos , Neoplasias Colorretais/epidemiologia , Detecção Precoce de Câncer/estatística & dados numéricos , Adenoma/diagnóstico por imagem , Adenoma/cirurgia , Idoso , Colo/diagnóstico por imagem , Colo/patologia , Colo/cirurgia , Pólipos do Colo/diagnóstico por imagem , Pólipos do Colo/cirurgia , Neoplasias Colorretais/diagnóstico por imagem , Neoplasias Colorretais/patologia , Feminino , Seguimentos , Humanos , Incidência , Mucosa Intestinal/diagnóstico por imagem , Mucosa Intestinal/patologia , Mucosa Intestinal/cirurgia , Estudos Longitudinais , Masculino , Programas de Rastreamento , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Estudos Prospectivos , Estudos Retrospectivos , Medição de Risco , Fatores de Risco , Estados Unidos/epidemiologia , United States Department of Veterans Affairs/estatística & dados numéricos , Veteranos/estatística & dados numéricos
8.
BMC Cancer ; 19(1): 1097, 2019 Nov 12.
Artigo em Inglês | MEDLINE | ID: mdl-31718588

RESUMO

BACKGROUND: Adapting screening strategy to colorectal cancer (CRC) risk may improve efficiency for all stakeholders however limited tools for such risk stratification exist. Colorectal cancers usually evolve from advanced neoplasms that are present for years. We applied the National Cancer Institute (NCI) CRC Risk Assessment Tool, which calculates future risk of CRC, to determine whether it could be used to predict current advanced neoplasia (AN) in a veteran cohort undergoing a baseline screening colonoscopy. METHODS: This was a prospective assessment of the relationship between future CRC risk predicted by the NCI tool, and the presence of AN at screening colonoscopy. Family, medical, dietary and physical activity histories were collected at the time of screening colonoscopy and used to calculate absolute CRC risk at 5, 10 and 20 years. Discriminatory accuracy was assessed. RESULTS: Of 3121 veterans undergoing screening colonoscopy, 94% had complete data available to calculate risk (N = 2934, median age 63 years, 100% men, and 15% minorities). Prevalence of AN at baseline screening colonoscopy was 11 % (N = 313). For tertiles of estimated absolute CRC risk at 5 years, AN prevalences were 6.54% (95% CI, 4.99, 8.09), 11.26% (95% CI, 9.28-13.24), and 14.21% (95% CI, 12.02-16.40). For tertiles of estimated risk at 10 years, the prevalences were 6.34% (95% CI, 4.81-7.87), 11.25% (95% CI, 9.27-13.23), and 14.42% (95% CI, 12.22-16.62). For tertiles of estimated absolute CRC risk at 20 years, current AN prevalences were 7.54% (95% CI, 5.75-9.33), 10.53% (95% CI, 8.45-12.61), and 12.44% (95% CI, 10.2-14.68). The area under the curve for predicting current AN was 0.60 (95% CI; 0.57-0.63, p < 0.0001) at 5 years, 0.60 (95% CI, 0.57-0.63, p < 0.0001) at 10 years and 0.58 (95% CI, 0.54-0.61, p < 0.0001) at 20 years. CONCLUSION: The NCI tool had modest discriminatory function for estimating the presence of current advanced neoplasia in veterans undergoing a first screening colonoscopy. These findings are comparable to other clinically utilized cancer risk prediction models and may be used to inform the benefit-risk assessment of screening, particularly for patients with competing comorbidities and lower risk, for whom a non-invasive screening approach is preferred.


Assuntos
Neoplasias do Colo/diagnóstico , Neoplasias do Colo/epidemiologia , Colonoscopia , Veteranos , Idoso , Detecção Precoce de Câncer , Feminino , Humanos , Masculino , Programas de Rastreamento , Pessoa de Meia-Idade , National Cancer Institute (U.S.) , Vigilância em Saúde Pública , Curva ROC , Medição de Risco , Fatores de Risco , Estados Unidos/epidemiologia
9.
Womens Health Issues ; 29 Suppl 1: S47-S55, 2019 06 25.
Artigo em Inglês | MEDLINE | ID: mdl-31253242

RESUMO

OBJECTIVE: The 1990-1991 Gulf War employed more women servicemembers than any prior conflict. Gender-based differences among veterans of this era have yet to be explored. This study is among the first and most recent to stratify Gulf War veteran demographics, lifestyle factors, and self-reported diagnoses by gender. METHODS: Data from the cross-sectional Gulf War Era Cohort and Biorepository pilot study (n = 1,318; collected between 2014 and 2016), including users and nonusers of the Veterans Health Administration, were used to calculate demographics and adjusted odds ratios. RESULTS: Women veterans were oversampled and comprised approximately 23% of the sample. Women reported similar rates of Veterans Health Administration use (44%) and deployment (67%) as men (46% and 72%, respectively). Women were less likely than men to report frequent alcohol use (adjusted odds ratio [aOR], 0.59; 95% confidence interval [CI], 0.43-0.81; p = .0009) or have a history of smoking (aOR, 0.65; 95% CI, 0.49-0.84; p = .0014). Among common health conditions, women were more likely than men to report a diagnosis of osteoporosis (aOR, 4.24; 95% CI, 2.39-7.51; p < .0001), bipolar disorder (aOR, 2.15; 95% CI, 1.15-4.04; p = .0167), depression (aOR, 2.39; 95% CI, 1.81-3.16; p < .0001), irritable bowel syndrome (aOR, 2.10; 95% CI, 1.43-3.09; p = .0002), migraines (aOR, 2.96; 95% CI, 2.18-4.01; p < .0001), asthma (aOR, 1.86; 95% CI, 1.29-2.67; p = .0008), and thyroid problems (aOR, 4.60; 95% CI, 3.14-6.73; p < .0001). Women were less likely than men to report hypertension (aOR, 0.55; 95% CI, 0.41-0.72; p < .0001), tinnitus (aOR, 0.46; 95% CI, 0.33-0.63; p < .0001), and diabetes (aOR, 0.44; 95% CI, 0.28-0.69; p = .0003). CONCLUSIONS: Health differences exist between female and male veterans from the 1990-1991 Gulf War. Gender-specific analyses are needed to better understand the unique health care needs of Gulf War Era veterans and direct future research.


Assuntos
Depressão/epidemiologia , Comportamentos Relacionados com a Saúde , Disparidades nos Níveis de Saúde , Estilo de Vida , Veteranos/psicologia , Adulto , Idoso , Estudos de Coortes , Estudos Transversais , Depressão/psicologia , Feminino , Guerra do Golfo , Humanos , Masculino , Pessoa de Meia-Idade , Projetos Piloto , Prevalência , Autorrelato , Distribuição por Sexo , Estresse Psicológico/complicações , Inquéritos e Questionários , Estados Unidos/epidemiologia , United States Department of Veterans Affairs , Veteranos/estatística & dados numéricos
10.
J Womens Health (Larchmt) ; 28(2): 268-275, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-29920139

RESUMO

BACKGROUND: The Veterans Affairs (VA) healthcare system is a high-volume provider of cancer care. Women are the fastest growing patient population using VA healthcare services. Quantifying the types of cancers diagnosed among women in the VA is a critical step toward identifying needed healthcare resources for women Veterans with cancer. MATERIALS AND METHODS: We obtained data from the VA Central Cancer Registry for cancers newly diagnosed in calendar year 2010. Our analysis was limited to women diagnosed with invasive cancers (e.g., stages I-IV) between January 1, 2010, and December 31, 2010, in the VA healthcare system. We evaluated frequency distributions of incident cancer diagnoses by primary anatomical site, race, and geographic region. For commonly occurring cancers, we reported distribution by stage. RESULTS: We identified 1,330 women diagnosed with invasive cancer in the VA healthcare system in 2010. The most commonly diagnosed cancer among women Veterans was breast (30%), followed by cancers of the respiratory (16%), gastrointestinal (12%), and gynecological systems (12%). The most commonly diagnosed cancers were similar for white and minority women, except white women were significantly more likely to be diagnosed with respiratory cancers (p < 0.01) and minority women were significantly more likely to be diagnosed with gastrointestinal cancers (p = 0.03). CONCLUSIONS: Understanding cancer incidence among women Veterans is important for healthcare resource planning. While cancer incidence among women using the VA healthcare system is similar to U.S civilian women, the geographic dispersion and small incidence relative to male cancers raise challenges for high quality, well-coordinated cancer care within the VA.


Assuntos
Neoplasias/epidemiologia , Serviços de Saúde para Veteranos Militares/estatística & dados numéricos , Veteranos/estatística & dados numéricos , Feminino , Humanos , Incidência , Pessoa de Meia-Idade , Sistema de Registros , Estados Unidos/epidemiologia , United States Department of Veterans Affairs , Saúde dos Veteranos , Serviços de Saúde para Veteranos Militares/normas
11.
Mil Med ; 182(7): e1883-e1891, 2017 07.
Artigo em Inglês | MEDLINE | ID: mdl-28810986

RESUMO

INTRODUCTION: Nearly 50,000 incident cancer cases are reported in Veterans Affairs (VA) Central Cancer Registry (VACCR) annually. This article provides an updated report of cancer incidence recorded in VACCR. MATERIALS AND METHODS: Data were obtained from VACCR for incident cancers diagnosed in the VA health care system, focusing on 2010 data. Cancer incidence among VA patients is described by anatomical site, sex, race, stage, and geographic location, and was compared to the general U.S. cancer population. RESULTS: In 2010, among 46,170 invasive cancers, 97% were diagnosed among men. Approximately 80% of newly diagnosed patients were white, 19% black, and less than 2% were other minority races. Median age at diagnosis was 65 years. The three most frequently diagnosed cancers among VA were prostate (29%), lung/bronchus (18%), and colon/rectum (8%). Melanoma and kidney/renal pelvis tied for fourth (4%), and urinary bladder tied for sixth with liver and intrahepatic bile duct (3.4%). Approximately 23% of prostate, 21% of lung/bronchus, and 31% of colon/rectum cancers were diagnosed with Stage I disease. The overall invasive cancer incidence rate among VA users was 505.8 per 100,000 person-years. CONCLUSIONS: Although the composition of the VA population is shifting and includes a larger number of women, registry data indicate that incident cancers in VA in 2010 were most similar to those observed among U.S. men. Consistent reporting of VACCR data is important to provide accurate estimates of VA cancer incidence. This information can be used to plan efforts to improve quality of cancer care and access to services.


Assuntos
Incidência , Neoplasias/epidemiologia , Veteranos/estatística & dados numéricos , Adulto , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estados Unidos/epidemiologia , United States Department of Veterans Affairs/estatística & dados numéricos
12.
JAMA Intern Med ; 177(3): 399-406, 2017 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-28135352

RESUMO

Importance: The US Preventive Services Task Force recommends annual lung cancer screening (LCS) with low-dose computed tomography for current and former heavy smokers aged 55 to 80 years. There is little published experience regarding implementing this recommendation in clinical practice. Objectives: To describe organizational- and patient-level experiences with implementing an LCS program in selected Veterans Health Administration (VHA) hospitals and to estimate the number of VHA patients who may be candidates for LCS. Design, Setting, and Participants: This clinical demonstration project was conducted at 8 academic VHA hospitals among 93 033 primary care patients who were assessed on screening criteria; 2106 patients underwent LCS between July 1, 2013, and June 30, 2015. Interventions: Implementation Guide and support, full-time LCS coordinators, electronic tools, tracking database, patient education materials, and radiologic and nodule follow-up guidelines. Main Outcomes and Measures: Description of implementation processes; percentages of patients who agreed to undergo LCS, had positive findings on results of low-dose computed tomographic scans (nodules to be tracked or suspicious findings), were found to have lung cancer, or had incidental findings; and estimated number of VHA patients who met the criteria for LCS. Results: Of the 4246 patients who met the criteria for LCS, 2452 (57.7%) agreed to undergo screening and 2106 (2028 men and 78 women; mean [SD] age, 64.9 [5.1] years) underwent LCS. Wide variation in processes and patient experiences occurred among the 8 sites. Of the 2106 patients screened, 1257 (59.7%) had nodules; 1184 of these patients (56.2%) required tracking, 42 (2.0%) required further evaluation but the findings were not cancer, and 31 (1.5%) had lung cancer. A variety of incidental findings, such as emphysema, other pulmonary abnormalities, and coronary artery calcification, were noted on the scans of 857 patients (40.7%). Conclusions and Relevance: It is estimated that nearly 900 000 of a population of 6.7 million VHA patients met the criteria for LCS. Implementation of LCS in the VHA will likely lead to large numbers of patients eligible for LCS and will require substantial clinical effort for both patients and staff.


Assuntos
Detecção Precoce de Câncer/métodos , Neoplasias Pulmonares , Serviços Preventivos de Saúde , Idoso , Definição da Elegibilidade , Feminino , Humanos , Achados Incidentais , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/epidemiologia , Masculino , Pessoa de Meia-Idade , Inovação Organizacional , Medidas de Resultados Relatados pelo Paciente , Seleção de Pacientes , Serviços Preventivos de Saúde/métodos , Serviços Preventivos de Saúde/organização & administração , Serviços Preventivos de Saúde/normas , Atenção Primária à Saúde/métodos , Atenção Primária à Saúde/organização & administração , Avaliação de Programas e Projetos de Saúde , Melhoria de Qualidade , Tomografia Computadorizada por Raios X/métodos , Estados Unidos/epidemiologia , Saúde dos Veteranos/estatística & dados numéricos
13.
BMC Syst Biol ; 6 Suppl 3: S3, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-23282239

RESUMO

BACKGROUND: Despite large amounts of available genomic and proteomic data, predicting the structure and response of signaling networks is still a significant challenge. While statistical method such as Bayesian network has been explored to meet this challenge, employing existing biological knowledge for network prediction is difficult. The objective of this study is to develop a novel approach that integrates prior biological knowledge in the form of the Ontology Fingerprint to infer cell-type-specific signaling networks via data-driven Bayesian network learning; and to further use the trained model to predict cellular responses. RESULTS: We applied our novel approach to address the Predictive Signaling Network Modeling challenge of the fourth (2009) Dialog for Reverse Engineering Assessment's and Methods (DREAM4) competition. The challenge results showed that our method accurately captured signal transduction of a network of protein kinases and phosphoproteins in that the predicted protein phosphorylation levels under all experimental conditions were highly correlated (R2 = 0.93) with the observed results. Based on the evaluation of the DREAM4 organizer, our team was ranked as one of the top five best performers in predicting network structure and protein phosphorylation activity under test conditions. CONCLUSIONS: Bayesian network can be used to simulate the propagation of signals in cellular systems. Incorporating the Ontology Fingerprint as prior biological knowledge allows us to efficiently infer concise signaling network structure and to accurately predict cellular responses.


Assuntos
Bases de Dados Genéticas , Redes Reguladoras de Genes , Transdução de Sinais/fisiologia , Algoritmos , Teorema de Bayes , Simulação por Computador , Células Hep G2 , Humanos , Modelos Biológicos , Anotação de Sequência Molecular , Fosforilação , Proteômica
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