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1.
Hum Mol Genet ; 32(3): 489-495, 2023 01 13.
Artigo em Inglês | MEDLINE | ID: mdl-36018819

RESUMO

Little is known regarding the potential relationship between clonal hematopoiesis (CH) of indeterminate potential (CHIP), which is the expansion of hematopoietic stem cells with somatic mutations, and risk of prostate cancer, the fifth leading cause of cancer death of men worldwide. We evaluated the association of age-related CHIP with overall and aggressive prostate cancer risk in two large whole-exome sequencing studies of 75 047 European ancestry men, including 7663 prostate cancer cases, 2770 of which had aggressive disease, and 3266 men carrying CHIP variants. We found that CHIP, defined by over 50 CHIP genes individually and in aggregate, was not significantly associated with overall (aggregate HR = 0.93, 95% CI = 0.76-1.13, P = 0.46) or aggressive (aggregate OR = 1.14, 95% CI = 0.92-1.41, P = 0.22) prostate cancer risk. CHIP was weakly associated with genetic risk of overall prostate cancer, measured using a polygenic risk score (OR = 1.05 per unit increase, 95% CI = 1.01-1.10, P = 0.01). CHIP was not significantly associated with carrying pathogenic/likely pathogenic/deleterious variants in DNA repair genes, which have previously been found to be associated with aggressive prostate cancer. While findings from this study suggest that CHIP is likely not a risk factor for prostate cancer, it will be important to investigate other types of CH in association with prostate cancer risk.


Assuntos
Hematopoiese Clonal , Neoplasias da Próstata , Masculino , Humanos , Hematopoese/genética , Fatores de Risco , Células-Tronco Hematopoéticas , Neoplasias da Próstata/genética , Mutação
2.
Arterioscler Thromb Vasc Biol ; 44(7): 1694-1701, 2024 07.
Artigo em Inglês | MEDLINE | ID: mdl-38779853

RESUMO

BACKGROUND: Epidemiological and mechanistic data support a potential causal link between cardiovascular disease (CVD) and cancer. Abdominal aortic aneurysms (AAAs) represent a common form of CVD with at least partially distinct genetic and biologic pathogenesis from other forms of CVD. The risk of cancer and how this risk differs compared with other forms of CVD, is unknown among AAA patients. We conducted a retrospective cohort study using the IBM MarketScan Research Database to test whether individuals with AAA have a higher cancer risk independent of traditional shared risk factors. METHODS: All individuals ≥18 years of age with ≥36 months of continuous coverage between 2008 and 2020 were enrolled. Those with potential Mendelian etiologies of AAA, aortic aneurysm with nonspecific anatomic location, or a cancer diagnosis before the start of follow-up were excluded. A subgroup analysis was performed of individuals having the Health Risk Assessment records including tobacco use and body mass index. The following groups of individuals were compared: (1) with AAA, (2) with non-AAA CVD, and (3) without any CVD. RESULTS: The propensity score-matched cohort included 58 993 individuals with AAA, 117 986 with non-AAA CVD, and 58 993 without CVD. The 5-year cumulative incidence of cancer was 13.1% (12.8%-13.5%) in participants with AAA, 10.1% (9.9%-10.3%) in participants with non-AAA CVD, and 9.6% (9.3%-9.9%) in participants without CVD. Multivariable-adjusted Cox proportional hazards regression models found that patients with AAA exhibited a higher cancer risk than either those with non-AAA CVD (hazard ratio, 1.28 [95% CI, 1.23-1.32]; P<0.001) or those without CVD (hazard ratio, 1.32 [95% CI, 1.26-1.38]; P<0.001). Results remained consistent after excluding common smoking-related cancers and when adjusting for tobacco use and body mass index. CONCLUSIONS: Patients with AAA may have a unique risk of cancer requiring further mechanistic study and investigation of the role of enhanced cancer screening.


Assuntos
Aneurisma da Aorta Abdominal , Neoplasias , Humanos , Aneurisma da Aorta Abdominal/epidemiologia , Aneurisma da Aorta Abdominal/diagnóstico , Masculino , Incidência , Feminino , Estudos Retrospectivos , Pessoa de Meia-Idade , Idoso , Fatores de Risco , Neoplasias/epidemiologia , Neoplasias/diagnóstico , Medição de Risco , Estados Unidos/epidemiologia , Fatores de Tempo , Bases de Dados Factuais , Adulto , Idoso de 80 Anos ou mais
3.
Ann Surg Oncol ; 2024 Oct 23.
Artigo em Inglês | MEDLINE | ID: mdl-39441324

RESUMO

BACKGROUND: Trials evaluating omission of axillary dissection (ALND) in patients with cN0 breast cancer with positive sentinel lymph nodes (SLNs) have excluded neoadjuvant chemotherapy (NACT). It remains unclear whether the data can be extrapolated to cN0 patients undergoing NACT. This study sought to identify factors associated with positive SLNs and additional disease on ALND in cT1-2N0 disease after NACT. METHODS: The authors queried their database for cT1-2N0 patients treated with NACT followed by SLN biopsy from 1996 to 2022. Physical examination and ultrasound determined clinical nodal status. Multivariable logistic regression identified factors associated with positive SLNs and disease on ALND. RESULTS: Of 1930 patients, 234 (12.1%) had positive SLNs. Positive SLNs were predicted by hormone receptor-positive (HR+)/human epidermal growth factor receptor 2-negative (HER2-) status (odds ratio [OR] 2.5; p < 0.0001), lobular histology (OR 1.8; p = 0.007), multifocality (OR 2; p = 0.001), grade 1 tumors (OR 2.5; p = 0.002), and cT2 category (OR 1.9; p = 0.004). Of the 234 patients with positive SLNs and known SLN metastasis size, 148 (63.2%) underwent ALND, and 39 (26.4%) had additional positive nodes. Increasing patient age predicted disease on ALND (OR 1.03; p = 0.02). No additional positive nodes on ALND were identified in patients with only isolated tumor cells compared with 12.3% who had micrometastases and 37.6% who had macrometastases (p = 0.01). During a 5-year median follow-up period of the SLN-positive patients, three (1.3%) experienced axillary recurrence and two of the three underwent ALND at the initial surgery with no additional positive nodes. CONCLUSIONS: In cT1-2N0 breast cancer, HR+/HER2- status, lobular histology, multifocality and cT2 category predicted positive SLNs after NACT. Older age predicted positive nodes on ALND. Patients with positive SLNs had low axillary recurrence rates. These findings support investigation into omission of ALND in cN0 breast cancer and a low volume of SLN disease after NACT.

4.
Clin Genet ; 103(1): 119-124, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36089892

RESUMO

Inherited biallelic pathogenic variants (PVs) in BRCA2 cause Fanconi Anemia complementation group D1 (FA-D1), a severe pediatric bone marrow failure and high-risk cancer syndrome. We identified biallelic BRCA2 PVs in a young adult with multiple basal cell carcinomas, adult-onset colorectal cancer and small cell neuroendocrine carcinoma, without bone marrow failure. No PVs were identified in any other known cancer susceptibility gene, and there was no evidence of reversion mosaicism. The proband's deceased sister had a classic FA-D1 presentation and was shown to carry the same biallelic BRCA2 PVs. A lymphoblastoid cell line derived from the proband demonstrated hypersensitivity to DNA damaging agents, and bone marrow showed aberrant RAD51 staining. Family expansion demonstrated the presence of BRCA2 related cancers in heterozygous family members. Our data highlight the striking phenotypic differences which can be observed within FA-D1 families and expands the clinical spectrum of FA-D1 to include adult presentation with a constellation of solid tumors not previously thought of as characteristic of Fanconi Anemia. Early recognition of this syndrome in a family could prevent further morbidity and mortality by implementation of hereditary breast and ovarian cancer screening and treatment strategies for heterozygous family members.


Assuntos
Anemia de Fanconi , Neoplasias , Humanos , Proteína BRCA2/genética , Anemia de Fanconi/diagnóstico , Anemia de Fanconi/genética , Irmãos , Adulto Jovem
5.
Curr Oncol Rep ; 25(3): 211-220, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36719597

RESUMO

PURPOSE OF REVIEW: Clonal hematopoiesis (CH) is an age-dependent process detectable using advanced sequencing technologies and is associated with multiple adverse health outcomes including cardiovascular disease and cancer. The purpose of this review is to summarize known causes of CH mutations and to identify key areas and considerations for future research on CH. RECENT FINDINGS: Studies have identified multiple potential causes of CH mutations including smoking, cancer therapies, cardiometabolic disease, inflammation, and germline risk factors. Additionally, large-scale studies have facilitated the identification of gene-specific effects of CH mutation risk factors that may have unique downstream health implications. For example, cancer therapies and sources of environmental radiation appear to cause CH through their impact on DNA damage repair genes. There is a growing body of evidence defining risk factors for CH mutations. Standardization in the identification of CH mutations may have important implications for future research. Additional studies in underrepresented populations and their diverse environmental exposures are needed to facilitate broad public health impact of the study of CH mutations.


Assuntos
Hematopoiese Clonal , Neoplasias , Humanos , Hematopoese/genética , Mutação , Fatores de Risco
6.
Am J Hematol ; 97(4): 411-420, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35015316

RESUMO

Clonal hematopoiesis (CH) mutations are common among individuals without known hematologic disease. CH mutations have been associated with numerous adverse clinical outcomes across many different studies. We systematically reviewed the available literature for clinical outcomes associated with CH mutations in patients without hematologic disease. We searched PubMed, EMBASE, and Scopus for eligible studies. Three investigators independently extracted the data, and each study was verified by a second author. Risk of bias was assessed using the Newcastle-Ottawa Scale. We identified 32 studies with 56 cohorts that examine the association between CH mutations and clinical outcomes. We conducted meta-analyses comparing outcomes among individuals with and without detectable CH mutations. We conducted meta-analyses for cardiovascular diseases (nine studies; HR = 1.61, 95% CI = 1.26-2.07, p = .0002), hematologic malignancies (seven studies; HR = 5.59, 95% CI = 3.31-9.45, p < .0001), therapy-related myeloid neoplasms (four studies; HR = 7.55, 95% CI = 4.3-13.57, p < .001), and death (nine studies; HR = 1.34, 95% CI = 1.2-1.5, p < .0001). The cardiovascular disease analysis was further stratified by variant allele fraction (VAF) and gene, which showed a statistically significant association only with a VAF of ≥ 10% (HR = 1.42, 95% CI = 1.24-1.62, p < .0001), as well as statistically significant associations for each gene examined with the largest magnitude of effect found for CH mutations in JAK2 (HR = 3.5, 95% CI = 1.84-6.68, p < .0001). Analysis of the association of CH mutations with hematologic malignancy demonstrated a numeric stepwise increase in risk with increasing VAF thresholds. This analysis strongly supports the association of CH mutations with a clinically meaningful increased risk of adverse clinical outcomes among individuals without hematologic disease, particularly with increasing VAF thresholds.


Assuntos
Neoplasias Hematológicas , Segunda Neoplasia Primária , Alelos , Hematopoiese Clonal/genética , Neoplasias Hematológicas/genética , Neoplasias Hematológicas/terapia , Hematopoese/genética , Humanos , Mutação , Segunda Neoplasia Primária/genética
7.
Curr Oncol Rep ; 24(5): 543-553, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-35192118

RESUMO

PURPOSE OF REVIEW: Despite the advancements of modern radiotherapy, radiation-induced cardiovascular disease (RICVD) remains a common cause of morbidity and mortality among cancer survivors. RECENT FINDINGS: Proposed pathogenetic mechanisms of RICVD include endothelial cell damage with accelerated atherosclerosis, pro-thrombotic alterations in the coagulation pathway as well as inflammation and fibrosis of the myocardial, pericardial, valvular, and conduction tissues. Prevention of RICVD can be achieved by minimizing the exposure of the cardiovascular system to radiation, by treatment of underlying cardiovascular risk factors and cardiovascular disease, and possibly by prophylactic pharmacotherapy post exposure. Herein we summarize current knowledge on the mechanisms underlying the pathogenesis of RICVD and propose prevention and treatment strategies.


Assuntos
Doenças Cardiovasculares , Neoplasias , Lesões por Radiação , Cardiotoxicidade/etiologia , Doenças Cardiovasculares/etiologia , Doenças Cardiovasculares/prevenção & controle , Coração , Humanos , Neoplasias/complicações , Neoplasias/radioterapia , Lesões por Radiação/etiologia , Lesões por Radiação/prevenção & controle
8.
Cancer ; 127(22): 4142-4150, 2021 11 15.
Artigo em Inglês | MEDLINE | ID: mdl-34342892

RESUMO

BACKGROUND: Previous studies have examined the association of statin therapy and breast cancer outcomes with mixed results. The objective of this study was to investigate the clinical effects of incident statin use among individuals with triple-negative breast cancer (TNBC). METHODS: Data from the Surveillance, Epidemiology, and End Results-Medicare and Texas Cancer Registry-Medicare databases were used, and women aged ≥66 years who had stage I, II, and III breast cancer were identified. Multivariable Cox proportional hazards regression models were used to examine the association of new statin use in the 12 months after a breast cancer diagnosis with overall survival (OS) and breast cancer-specific survival (BCSS). RESULTS: When examining incident statin use, defined as the initiation of statin therapy in the 12 months after breast cancer diagnosis, a significant association was observed between statin use and improved BCSS (standardized hazard ratio, 0.42; 95% confidence interval [CI], 0.20-0.88; P = .022) and OS (hazard ratio, 0.70; 95% CI, 0.50-0.99; P = .046) among patients with TNBC (n = 1534). No association was observed with BCSS (standardized hazard ratio, 0.99; 95% CI, 0.71-1.39; P = .97) or OS (hazard ratio, 1.04; 95% CI, 0.92-1.17; P = .55) among those without TNBC (n = 15,979). The results were consistent when examining statin exposure as a time-varying variable. CONCLUSIONS: Among women with I, II, and III TNBC, initiation of statin therapy in the 12 months after breast cancer diagnosis was associated with an OS and BCSS benefit. Statins may have a role in select patients with breast cancer, and further investigation is warranted.


Assuntos
Neoplasias da Mama , Inibidores de Hidroximetilglutaril-CoA Redutases , Neoplasias de Mama Triplo Negativas , Idoso , Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/epidemiologia , Bases de Dados Factuais , Feminino , Humanos , Inibidores de Hidroximetilglutaril-CoA Redutases/uso terapêutico , Medicare , Modelos de Riscos Proporcionais , Neoplasias de Mama Triplo Negativas/diagnóstico , Neoplasias de Mama Triplo Negativas/tratamento farmacológico , Neoplasias de Mama Triplo Negativas/epidemiologia , Estados Unidos/epidemiologia
9.
Oncologist ; 25(2): e381-e385, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-32043765

RESUMO

Management of melanoma has been revolutionized by the use of immune checkpoint inhibitors. Immune system changes associated with aging may affect the efficacy of immune-based therapies. Using the National Cancer Database, we evaluated the impact of age on the receipt and efficacy of modern immunotherapies in patients with metastatic melanoma. We identified 11,944 patients from 2011-2015, of whom 25% received immunotherapy. Older (≥60 years), compared with younger, patients were less likely to receive immunotherapy (odds ratio, 0.69; 95% confidence interval [CI], 0.61-0.78; p < .001). Immunotherapy was associated with a survival benefit in both younger and older patients (<60 years: hazard ratio [HR], 0.64; 95% CI, 0.57-0.72; p < .001; ≥60 years: HR, 0.55; 95% CI, 0.50-0.60; p < .001). Importantly, there was a statistically significant interaction between age and survival with immunotherapy, where a greater benefit was observed for older patients (pinteraction = 0.013). Further work studying the age-related response to immunotherapy is warranted.


Assuntos
Melanoma , Segunda Neoplasia Primária , Humanos , Inibidores de Checkpoint Imunológico , Imunoterapia , Melanoma/tratamento farmacológico
10.
Circ Res ; 118(2): 230-40, 2016 Jan 22.
Artigo em Inglês | MEDLINE | ID: mdl-26596284

RESUMO

RATIONALE: Genetic variation at the chromosome 9p21 cardiovascular risk locus has been associated with peripheral artery disease, but its mechanism remains unknown. OBJECTIVE: To determine whether this association is secondary to an increase in atherosclerosis, or it is the result of a separate angiogenesis-related mechanism. METHODS AND RESULTS: Quantitative evaluation of human vascular samples revealed that carriers of the 9p21 risk allele possess a significantly higher burden of immature intraplaque microvessels than carriers of the ancestral allele, irrespective of lesion size or patient comorbidity. To determine whether aberrant angiogenesis also occurs under nonatherosclerotic conditions, we performed femoral artery ligation surgery in mice lacking the 9p21 candidate gene, Cdkn2b. These animals developed advanced hindlimb ischemia and digital autoamputation, secondary to a defect in the capacity of the Cdkn2b-deficient smooth muscle cell to support the developing neovessel. Microarray studies identified impaired transforming growth factor ß (TGFß) signaling in cultured cyclin-dependent kinase inhibitor 2B (CDKN2B)-deficient cells, as well as TGFß1 upregulation in the vasculature of 9p21 risk allele carriers. Molecular signaling studies indicated that loss of CDKN2B impairs the expression of the inhibitory factor, SMAD-7, which promotes downstream TGFß activation. Ultimately, this manifests in the upregulation of a poorly studied effector molecule, TGFß1-induced-1, which is a TGFß-rheostat known to have antagonistic effects on the endothelial cell and smooth muscle cell. Dual knockdown studies confirmed the reversibility of the proposed mechanism, in vitro. CONCLUSIONS: These results suggest that loss of CDKN2B may not only promote cardiovascular disease through the development of atherosclerosis but may also impair TGFß signaling and hypoxic neovessel maturation.


Assuntos
Aterosclerose/enzimologia , Inibidor de Quinase Dependente de Ciclina p15/metabolismo , Músculo Esquelético/irrigação sanguínea , Músculo Liso Vascular/enzimologia , Miócitos de Músculo Liso/enzimologia , Neovascularização Fisiológica , Transdução de Sinais , Fator de Crescimento Transformador beta1/metabolismo , Animais , Aterosclerose/genética , Aterosclerose/mortalidade , Aterosclerose/patologia , Artérias Carótidas/enzimologia , Artérias Carótidas/patologia , Hipóxia Celular , Células Cultivadas , Cromossomos Humanos Par 9 , Vasos Coronários/enzimologia , Vasos Coronários/patologia , Inibidor de Quinase Dependente de Ciclina p15/deficiência , Inibidor de Quinase Dependente de Ciclina p15/genética , Modelos Animais de Doenças , Feminino , Predisposição Genética para Doença , Membro Posterior , Humanos , Masculino , Camundongos Endogâmicos C57BL , Camundongos Knockout , Músculo Liso Vascular/fisiopatologia , Neovascularização Patológica , Fenótipo , Interferência de RNA , Proteína Smad7/metabolismo , Fatores de Tempo , Transfecção , Fator de Crescimento Transformador beta1/genética
11.
Hum Mol Genet ; 24(12): 3582-94, 2015 Jun 15.
Artigo em Inglês | MEDLINE | ID: mdl-25784503

RESUMO

Polymorphisms rs6232 and rs6234/rs6235 in PCSK1 have been associated with extreme obesity [e.g. body mass index (BMI) ≥ 40 kg/m(2)], but their contribution to common obesity (BMI ≥ 30 kg/m(2)) and BMI variation in a multi-ethnic context is unclear. To fill this gap, we collected phenotypic and genetic data in up to 331 175 individuals from diverse ethnic groups. This process involved a systematic review of the literature in PubMed, Web of Science, Embase and the NIH GWAS catalog complemented by data extraction from pre-existing GWAS or custom-arrays in consortia and single studies. We employed recently developed global meta-analytic random-effects methods to calculate summary odds ratios (OR) and 95% confidence intervals (CIs) or beta estimates and standard errors (SE) for the obesity status and BMI analyses, respectively. Significant associations were found with binary obesity status for rs6232 (OR = 1.15, 95% CI 1.06-1.24, P = 6.08 × 10(-6)) and rs6234/rs6235 (OR = 1.07, 95% CI 1.04-1.10, P = 3.00 × 10(-7)). Similarly, significant associations were found with continuous BMI for rs6232 (ß = 0.03, 95% CI 0.00-0.07; P = 0.047) and rs6234/rs6235 (ß = 0.02, 95% CI 0.00-0.03; P = 5.57 × 10(-4)). Ethnicity, age and study ascertainment significantly modulated the association of PCSK1 polymorphisms with obesity. In summary, we demonstrate evidence that common gene variation in PCSK1 contributes to BMI variation and susceptibility to common obesity in the largest known meta-analysis published to date in genetic epidemiology.


Assuntos
Índice de Massa Corporal , Predisposição Genética para Doença , Variação Genética , Obesidade/epidemiologia , Obesidade/genética , Pró-Proteína Convertase 1/genética , Alelos , Humanos , Obesidade/diagnóstico , Razão de Chances , Polimorfismo de Nucleotídeo Único
12.
Prev Med ; 100: 89-94, 2017 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-28412186

RESUMO

The preventive role of cardiorespiratory fitness (CRF) and physical activity (PA) in cancer mortality is not well-established. This study sought to evaluate the association between CRF, PA and cancer mortality in men. Maximal exercise testing was performed at the VA Palo Alto Health Care System in 5876 male veterans (60.5±11years) free from malignancy at baseline who were followed for mean of 9.9 (range 0.11 to 26.8) years. PA status was assessed in a sub-group of 4034 participants. Relative risks and population attributable risks (PAR%) for cancer-related mortality were determined. During the follow-up, 447 men (7.6%) died from cancer. Forty-nine percent of the sample was considered physically active (defined as meeting the minimal PA guidelines); this group exhibited a 20% reduction in cancer mortality risk [95% confidence interval (0.67-0.97), p=0.02]. CRF was inversely associated with cancer death. For each 1 MET increase in CRF there was a 5% reduction in risk for cancer mortality (p=0.01). Compared to the least fit group (<5.0 METs), subjects with moderate to high CRF exhibited 26-46% reduced risks of cancer mortality (p for trend=0.002). The PARs% for low CRF and inactivity were 6.6% and 8.5%, respectively. Moderate and high CRF levels and meeting the minimal PA guidelines have protective benefits against cancer mortality in men. Eliminating inactivity and low CRF as risk factors could potentially prevent a considerable number of cancer deaths and reduce the associated societal and economic burden.


Assuntos
Aptidão Cardiorrespiratória , Exercício Físico/fisiologia , Neoplasias/mortalidade , Humanos , Masculino , Neoplasias/complicações , Estados Unidos , Veteranos
13.
Int J Urol ; 24(10): 743-748, 2017 10.
Artigo em Inglês | MEDLINE | ID: mdl-28734019

RESUMO

OBJECTIVES: To examine whether any androgen deprivation therapy use or longer duration is associated with an increased risk of anxiety in patients with prostate cancer. METHODS: We identified 78 552 men aged ≥66 years with stage I-III prostate cancer using the Surveillance, Epidemiology, and End Results-Medicare linked database from 1992 to 2006, excluding patients with psychiatric diagnoses within the year prior or 6 months after prostate cancer diagnosis. Multivariable Cox regression was used to examine the association between pharmacological androgen deprivation therapy and diagnosis of anxiety. RESULTS: The 43.1% (33 882) of patients who received androgen deprivation therapy experienced a higher 3-year cumulative incidence of anxiety compared with men who did not (4.1% vs 3.5%, P < 0.001). Any androgen deprivation therapy use was associated with a nearly significant increased risk of anxiety (adjusted hazard ratio 1.08, 95% confidence interval 1.00-1.17, P = 0.054). There was a significant trend between a longer duration of therapy and increased risk of anxiety (P-trend = 0.012), with a 16% higher risk for ≥12 months (adjusted hazard ratio 1.16, 95% confidence interval 1.04-1.29, P = 0.010). CONCLUSIONS: Androgen deprivation therapy was associated with an elevated risk of anxiety in this cohort of elderly men with localized prostate cancer, with the risk higher with a longer duration of treatment. Anxiety should be considered among the possible psychiatric effects of androgen deprivation therapy and discussed before initiating treatment, particularly if a long course is anticipated.


Assuntos
Antagonistas de Androgênios/efeitos adversos , Ansiedade/induzido quimicamente , Ansiedade/epidemiologia , Neoplasias da Próstata/tratamento farmacológico , Idoso , Estudos de Coortes , Humanos , Incidência , Masculino , Análise Multivariada , Estadiamento de Neoplasias , Modelos de Riscos Proporcionais , Escalas de Graduação Psiquiátrica , Medição de Risco , Programa de SEER , Índice de Gravidade de Doença , Fatores de Tempo , Estados Unidos/epidemiologia
14.
J Vasc Surg ; 64(5): 1515-1522.e3, 2016 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-27266594

RESUMO

OBJECTIVE: A key aspect of the precision medicine effort is the development of informatics tools that can analyze and interpret "big data" sets in an automated and adaptive fashion while providing accurate and actionable clinical information. The aims of this study were to develop machine learning algorithms for the identification of disease and the prognostication of mortality risk and to determine whether such models perform better than classical statistical analyses. METHODS: Focusing on peripheral artery disease (PAD), patient data were derived from a prospective, observational study of 1755 patients who presented for elective coronary angiography. We employed multiple supervised machine learning algorithms and used diverse clinical, demographic, imaging, and genomic information in a hypothesis-free manner to build models that could identify patients with PAD and predict future mortality. Comparison was made to standard stepwise linear regression models. RESULTS: Our machine-learned models outperformed stepwise logistic regression models both for the identification of patients with PAD (area under the curve, 0.87 vs 0.76, respectively; P = .03) and for the prediction of future mortality (area under the curve, 0.76 vs 0.65, respectively; P = .10). Both machine-learned models were markedly better calibrated than the stepwise logistic regression models, thus providing more accurate disease and mortality risk estimates. CONCLUSIONS: Machine learning approaches can produce more accurate disease classification and prediction models. These tools may prove clinically useful for the automated identification of patients with highly morbid diseases for which aggressive risk factor management can improve outcomes.


Assuntos
Técnicas de Apoio para a Decisão , Aprendizado de Máquina , Doença Arterial Periférica/diagnóstico , Idoso , Algoritmos , Índice Tornozelo-Braço , Área Sob a Curva , Angiografia Coronária , Mineração de Dados , Bases de Dados Factuais , Feminino , Genômica , Humanos , Modelos Lineares , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Doença Arterial Periférica/classificação , Doença Arterial Periférica/genética , Doença Arterial Periférica/mortalidade , Valor Preditivo dos Testes , Prognóstico , Curva ROC , Reprodutibilidade dos Testes , Medição de Risco , Fatores de Risco
15.
Am J Hematol ; 91(7): 672-6, 2016 07.
Artigo em Inglês | MEDLINE | ID: mdl-27012928

RESUMO

Patients with peripheral T cell lymphomas (PTCL) generally have a poor prognosis when treated with conventional chemotherapy. Consolidation with autologous stem cell transplantation (ASCT) has been reported to improve progression-free survival. However, these studies have not compared consolidative ASCT with active observation in patients with PTCL achieving first complete remission (CR1) following induction chemotherapy. We conducted a retrospective analysis of PTCL patients treated at the University of Pennsylvania between 1/1/2007 and 12/31/2014. Patients with cutaneous T cell lymphoma, concurrent B cell lymphomas, and anaplastic lymphoma kinase-positive anaplastic large cell lymphoma (ALK-positive ALCL) were excluded from the study. We compared progression-free survival for patients who underwent ASCT in CR1 following CHOP-like induction regimens and patients who underwent active observation during CR1. 48 patients met all inclusion and exclusion criteria and underwent either active observation (28 patients) or consolidative ASCT (20 patients) in CR1. The 1-year cumulative incidence of relapse in the observation and ASCT groups was 50% (95% confidence interval [CI]: 30-67%) and 46% (95% CI: 23-67%), respectively (P = 0.55). Median progression-free survival in the observation and ASCT groups was 15.8 and 12.8 months, respectively (log rank, P = 0.79). Estimated 3-year progression-free survival in the observation and ASCT groups was 37 and 41%, respectively. In conclusion, for PTCL patients achieving CR1 following CHOP-like induction chemotherapy, ASCT does not appear to improve progression-free survival compared to active observation. This finding should be confirmed in a larger, prospective study. Am. J. Hematol. 91:672-676, 2016. © 2016 Wiley Periodicals, Inc.


Assuntos
Transplante de Células-Tronco Hematopoéticas/métodos , Linfoma de Células T Periférico/terapia , Adulto , Idoso , Protocolos de Quimioterapia Combinada Antineoplásica , Ciclofosfamida , Intervalo Livre de Doença , Doxorrubicina , Transplante de Células-Tronco Hematopoéticas/mortalidade , Humanos , Linfoma de Células T Periférico/mortalidade , Pessoa de Meia-Idade , Prednisona , Indução de Remissão , Estudos Retrospectivos , Transplante Autólogo , Vincristina , Adulto Jovem
16.
Vasc Med ; 20(4): 309-16, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-25835348

RESUMO

Proton pump inhibitors (PPIs) are commonly used drugs for the treatment of gastric reflux. Recent retrospective cohorts and large database studies have raised concern that the use of PPIs is associated with increased cardiovascular (CV) risk. However, there is no prospective clinical study evaluating whether the use of PPIs directly causes CV harm. We conducted a controlled, open-label, cross-over pilot study among 21 adults aged 18 and older who are healthy (n=11) or have established clinical cardiovascular disease (n=10). Study subjects were assigned to receive a PPI (Prevacid; 30 mg) or a placebo pill once daily for 4 weeks. After a 2-week washout period, participants were crossed over to receive the alternate treatment for the ensuing 4 weeks. Subjects underwent evaluation of vascular function (by the EndoPAT technique) and had plasma levels of asymmetric dimethylarginine (ADMA, an endogenous inhibitor of endothelial function previously implicated in PPI-mediated risk) measured prior to and after each treatment interval. We observed a marginal inverse correlation between the EndoPAT score and plasma levels of ADMA (r = -0.364). Subjects experienced a greater worsening in plasma ADMA levels while on PPI than on placebo, and this trend was more pronounced amongst those subjects with a history of vascular disease. However, these trends did not reach statistical significance, and PPI use was also not associated with an impairment in flow-mediated vasodilation during the course of this study. In conclusion, in this open-label, cross-over pilot study conducted among healthy subjects and coronary disease patients, PPI use did not significantly influence vascular endothelial function. Larger, long-term and blinded trials are needed to mechanistically explain the correlation between PPI use and adverse clinical outcomes, which has recently been reported in retrospective cohort studies.


Assuntos
Doença das Coronárias/fisiopatologia , Lansoprazol/administração & dosagem , Inibidores da Bomba de Prótons/administração & dosagem , Extremidade Superior/irrigação sanguínea , Vasodilatação/efeitos dos fármacos , Administração Oral , Adulto , Arginina/análogos & derivados , Arginina/sangue , Biomarcadores/sangue , California , Doença das Coronárias/sangue , Doença das Coronárias/diagnóstico , Estudos Cross-Over , Esquema de Medicação , Feminino , Humanos , Lansoprazol/efeitos adversos , Masculino , Pessoa de Meia-Idade , Projetos Piloto , Valor Preditivo dos Testes , Estudos Prospectivos , Inibidores da Bomba de Prótons/efeitos adversos , Reprodutibilidade dos Testes , Medição de Risco , Fatores de Tempo , Adulto Jovem
17.
Vasc Med ; 19(4): 289-296, 2014 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-24872403

RESUMO

Peripheral artery disease (PAD) is a highly prevalent condition that frequently goes undetected and untreated. Socioeconomic factors associated with unrecognized PAD are not known. The ankle-brachial index (ABI) was calculated in 1656 study participants undergoing non-emergent coronary angiography with PAD defined as an ABI <0.9. Subjects were followed for mortality and cardiovascular outcomes. Compared to those without PAD, those with unrecognized PAD at enrollment were older, had higher rates of cardiovascular comorbidities, and had higher major adverse cardiovascular events (MACE) (p<0.03 for all). Among those enrolling without a reported history of PAD, there was a higher prevalence of PAD with decreasing income (p=0.004), education level (p<0.001), social isolation (p=0.027) and depression (p=0.034); 50% of these individuals reported symptoms suggestive of claudication. In conclusion, the prevalence of unrecognized PAD is high amongst a cohort of high-risk individuals referred for coronary angiography. A profile of lower socioeconomic status is associated with unrecognized PAD. These subjects will report symptoms suggestive of claudication and impaired walking ability when directly queried.

18.
Vasc Med ; 19(1): 3-8, 2014 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-24323119

RESUMO

Peripheral artery disease (PAD) is a highly morbid condition affecting more than 8 million Americans. Frequently, PAD patients are unrecognized and therefore do not receive appropriate therapies. Therefore, new methods to identify PAD have been pursued, but have thus far had only modest success. Here we describe a new approach combining genomic and metabolic information to enhance the diagnosis of PAD. We measured the genotype of the chromosome 9p21 cardiovascular-risk polymorphism rs10757269 as well as the biomarkers C-reactive protein, cystatin C, ß2-microglobulin, and plasma glucose in a study population of 393 patients undergoing coronary angiography. The rs10757269 allele was associated with PAD status (ankle-brachial index < 0.9) independent of biomarkers and traditional cardiovascular risk factors (odds ratio = 1.92; 95% confidence interval, 1.29-2.85). Importantly, compared to a previously validated risk factor-based PAD prediction model, the addition of biomarkers and rs10757269 significantly and incrementally improved PAD risk prediction as assessed by the net reclassification index (NRI = 33.5%; p = 0.001) and integrated discrimination improvement (IDI = 0.016; p = 0.017). In conclusion, a model including a panel of biomarkers, which includes both genomic information (which is reflective of heritable risk) and metabolic information (which integrates environmental exposures), predicts the presence or absence of PAD better than established risk models, suggesting clinical utility for the diagnosis of PAD.


Assuntos
Cromossomos Humanos Par 9/genética , Predisposição Genética para Doença , Doença Arterial Periférica/genética , Idoso , Idoso de 80 Anos ou mais , Biomarcadores/análise , Proteína C-Reativa/metabolismo , Cistatina C/metabolismo , Feminino , Testes Genéticos , Genótipo , Humanos , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Fatores de Risco
20.
JID Innov ; 4(3): 100272, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38736521

RESUMO

Some antihypertensive medications are photosensitizing. The implications for skin cancer risk remain unclear because results from prior studies are inconsistent and as new evidence is published. We performed a systematic review and meta-analysis to evaluate the association between antihypertensives and common skin cancers (cutaneous squamous cell carcinoma, basal cell carcinoma, and melanoma) and to evaluate dose-response relationships. Forty-four articles met inclusion criteria, and 42 could be meta analyzed. Increased risks were seen for basal cell carcinoma with calcium channel blockers (relative risk [RR] = 1.17, 95% confidence interval [CI] = 1.11-1.22), diuretics (RR = 1.06, 95% CI = 1.03-1.10), and thiazides (RR = 1.10, 95% CI = 1.04-1.16); for squamous cell carcinoma with calcium channel blockers (RR = 1.08, 95% CI = 1.01-1.14), diuretics (RR = 1.29, 95% CI = 1.17-1.43), and thiazides (RR = 1.36, 95% CI = 1.15-1.61); and for melanoma in angiotensin-converting enzyme inhibitors (RR = 1.09, 95% CI = 1.03-1.14), calcium channel blockers (RR = 1.08, 95% CI = 1.03-1.12), and thiazides (RR = 1.09, 95% CI = 1.02-1.17). The quality of evidence was low or very low. We observed evidence for dose-response for thiazides with basal cell carcinoma; angiotensin-converting enzyme inhibitors, diuretics, and thiazides with squamous cell carcinoma; and angiotensin-converting enzyme inhibitors, diuretics, and thiazides with melanoma. Our meta-analysis supports a potential causal association between some antihypertensives, particularly diuretics, and skin cancer risk.

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