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1.
Int J Mol Sci ; 23(19)2022 Sep 24.
Artículo en Inglés | MEDLINE | ID: mdl-36232544

RESUMEN

Chronic obstructive pulmonary disease (COPD) is a major risk factor for the development of lung adenocarcinoma (AC). AC often develops on underlying COPD; thus, the differentiation of both entities by biomarker is challenging. Although survival of AC patients strongly depends on early diagnosis, a biomarker panel for AC detection and differentiation from COPD is still missing. Plasma samples from 176 patients with AC with or without underlying COPD, COPD patients, and hospital controls were analyzed using mass-spectrometry-based proteomics. We performed univariate statistics and additionally evaluated machine learning algorithms regarding the differentiation of AC vs. COPD and AC with COPD vs. COPD. Univariate statistics revealed significantly regulated proteins that were significantly regulated between the patient groups. Furthermore, random forest classification yielded the best performance for differentiation of AC vs. COPD (area under the curve (AUC) 0.935) and AC with COPD vs. COPD (AUC 0.916). The most influential proteins were identified by permutation feature importance and compared to those identified by univariate testing. We demonstrate the great potential of machine learning for differentiation of highly similar disease entities and present a panel of biomarker candidates that should be considered for the development of a future biomarker panel.


Asunto(s)
Adenocarcinoma del Pulmón , Neoplasias Pulmonares , Enfermedad Pulmonar Obstructiva Crónica , Biomarcadores , Humanos , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/patología , Proteómica , Enfermedad Pulmonar Obstructiva Crónica/patología
2.
BMC Public Health ; 22(1): 302, 2022 02 14.
Artículo en Inglés | MEDLINE | ID: mdl-35164711

RESUMEN

BACKGROUND: Smoking intensity, which is generally based on self-reported average cigarettes per day (CPD), is a major behavioural risk factor and strongly related to socioeconomic status (SES). To assess the validity of the CPD measure, correlations with objective markers of tobacco smoke exposure - such as urinary nicotine metabolites - were examined. Yet, it remains unclear, whether this correlation is affected by SES, which may indicate imprecise or biased self-reports of smoking intensity. METHODS: We investigated the role of SES in the association between CPD and nicotine metabolites in current smokers among the participants of the population-based, prospective Heinz Nixdorf Recall Study. We determined urinary cotinine and additionally trans-3'-hydroxy-cotinine. SES was assessed by the International Socio-Economic Index of occupational status, and education. We calculated correlations (Pearson's r) between logarithmised CPD and cotinine in subgroups of SES and analysed SES and further predictors of cotinine in multiple linear regression models separately by gender. RESULTS: Median reported smoking intensity was 20 CPD in male and 19 CPD in female smokers. Men showed higher cotinine concentrations (median 3652 µg/L, interquartile range (IQR) 2279-5422 µg/L) than women (3127 µg/L, IQR 1692-4920 µg/L). Logarithmised CPD correlated moderately with cotinine in both, men and women (Pearson's r 0.4), but correlations were weaker in smokers with lower SES: Pearson's r for low, intermediate, and high occupational SES was 0.35, 0.39, and 0.48 in men, and 0.28, 0.43, and 0.47 in women, respectively. Logarithmised CPD and urinary creatinine were main predictors of cotinine in multiple regression models, whereas SES showed a weak negative association in women. Results were similar for trans-3'-hydroxy-cotinine. CONCLUSIONS: Decreasing precision of self-reported CPD was indicated for low SES in men and women. We found no strong evidence for biased self-reports of smoking intensity by SES.


Asunto(s)
Cotinina , Nicotina , Cotinina/orina , Femenino , Humanos , Masculino , Nicotina/metabolismo , Estudios Prospectivos , Fumar/epidemiología , Fumar/orina , Clase Social
3.
Scand J Work Environ Health ; 47(6): 475-481, 2021 09 01.
Artículo en Inglés | MEDLINE | ID: mdl-33942106

RESUMEN

OBJECTIVES: We investigated general job demands as a risk factor for lung cancer as well as their role in the association between occupational prestige and lung cancer. METHODS: In 13 case-control studies on lung cancer, as part of the international SYNERGY project, we applied indices for physical (PHI) and psychosocial (PSI) job demands - each with four categories (high to low). We estimated odds ratios (OR) and 95% confidence intervals (CI) for lung cancer by unconditional logistic regression, separately for men and women and adjusted for study centre, age, smoking behavior, and former employment in occupations with potential exposure to carcinogens. Further, we investigated, whether higher risks among men with low occupational prestige (Treiman's Standard International Occupational Prestige Scale) were affected by adjustment for the job indices. RESULTS: In 30 355 men and 7371 women, we found increased risks (OR) for lung cancer with high relative to low job demands in both men [PHI 1.74 (95% CI 1.56-1.93), PSI 1.33 (95% CI 1.17-1.51)] and women [PHI 1.62 (95% CI 1.24-2.11), PSI 1.31 (95% CI 1.09-1.56)]. OR for lung cancer among men with low occupational prestige were slightly reduced when adjusting for PHI [low versus high prestige OR from 1.44 (95% CI 1.32-1.58) to 1.30 (95% CI 1.17-1.45)], but not PSI. CONCLUSIONS: Higher physical job demands were associated with increased risks of lung cancer, while associations for higher psychosocial demands were less strong. In contrast to physical demands, psychosocial demands did not contribute to clarify the association of occupational prestige and lung cancer.


Asunto(s)
Neoplasias Pulmonares , Exposición Profesional , Estudios de Casos y Controles , Femenino , Humanos , Neoplasias Pulmonares/epidemiología , Masculino , Exposición Profesional/efectos adversos , Ocupaciones , Oportunidad Relativa
4.
J Epidemiol Community Health ; 75(8): 779-787, 2021 08.
Artículo en Inglés | MEDLINE | ID: mdl-33622804

RESUMEN

BACKGROUND: The association between socioeconomic disadvantage (low education and/or income) and head and neck cancer is well established, with smoking and alcohol consumption explaining up to three-quarters of the risk. We aimed to investigate the nature of and explanations for head and neck cancer risk associated with occupational socioeconomic prestige (a perceptual measure of psychosocial status), occupational socioeconomic position and manual-work experience, and to assess the potential explanatory role of occupational exposures. METHODS: Pooled analysis included 5818 patients with head and neck cancer (and 7326 control participants) from five studies in Europe and South America. Lifetime job histories were coded to: (1) occupational social prestige-Treiman's Standard International Occupational Prestige Scale (SIOPS); (2) occupational socioeconomic position-International Socio-Economic Index (ISEI); and (3) manual/non-manual jobs. RESULTS: For the longest held job, adjusting for smoking, alcohol and nature of occupation, increased head and neck cancer risk estimates were observed for low SIOPS OR=1.88 (95% CI: 1.64 to 2.17), low ISEI OR=1.74 (95% CI: 1.51 to 1.99) and manual occupations OR=1.49 (95% CI: 1.35 to 1.64). Following mutual adjustment by socioeconomic exposures, risk associated with low SIOPS remained OR=1.59 (95% CI: 1.30 to 1.94). CONCLUSIONS: These findings indicate that low occupational socioeconomic prestige, position and manual work are associated with head and neck cancer, and such risks are only partly explained by smoking, alcohol and occupational exposures. Perceptual occupational psychosocial status (SIOPS) appears to be the strongest socioeconomic factor, relative to socioeconomic position and manual/non-manual work.


Asunto(s)
Análisis de Datos , Neoplasias de Cabeza y Cuello , Estudios de Casos y Controles , Europa (Continente)/epidemiología , Neoplasias de Cabeza y Cuello/epidemiología , Neoplasias de Cabeza y Cuello/etiología , Humanos , Factores de Riesgo , Factores Socioeconómicos , América del Sur/epidemiología
5.
Urol Oncol ; 38(12): 886-895, 2020 12.
Artículo en Inglés | MEDLINE | ID: mdl-32199755

RESUMEN

BACKGROUND: Follow-up recommendations for patients with nonmuscle invasive bladder cancer (NMIBC) are largely based upon expert opinion. A growing body of evidence suggests that current follow-up strategies for bladder cancer patients with low and intermediate risk represent overdiagnosis and may lead to overtreatment. The goal of this study is to explore the options of a noninvasive follow-up in patients with pTa G1-2/low-grade NMIBC. METHODS: The risks and options for a urine marker-guided, noninvasive follow-up of patients with pTa G1-2/low-grade NMIBC were defined and the study design for a prospective randomized trial (UroFollow) was developed based upon the current literature. RESULTS: The investigators postulated that follow-up of patients with pTa G1-2/low-grade NMIBC requires a high sensitivity of urinary tumor markers. However, data from prospective studies with prediagnostic urine samples are scarce, even for approved markers, and cross-sectional studies with symptomatic patients overestimate the sensitivity. So far, cell-based markers (e.g., uCyt+ and UroVysion) in urine appeared to have higher sensitivities and specificities in low-grade NMIBC than urine cytology and markers analyzing soluble tumor-associated antigens. Marker panels are more sensitive than single-marker approaches at the expense of a lower specificity. Given a prospective randomized comparison with a marker sensitivity of 80% compared to usual care with cystoscopy, the sample size calculation yielded that 62 to 185 patients under study per arm are needed depending on different recurrence rates. CONCLUSIONS: Based upon these findings the UroFollow trial has been designed as a prospective randomized study comparing a noninvasive marker-based (UroVysion, NMP22, urine cytology, and ultrasound) follow-up with the current standard of care over a period of 3 years.


Asunto(s)
Neoplasias de la Vejiga Urinaria/diagnóstico , Neoplasias de la Vejiga Urinaria/terapia , Biomarcadores/análisis , Humanos , Invasividad Neoplásica , Estudios Prospectivos , Ensayos Clínicos Controlados Aleatorios como Asunto , Medición de Riesgo , Neoplasias de la Vejiga Urinaria/patología
6.
Int J Mol Sci ; 20(18)2019 Sep 11.
Artículo en Inglés | MEDLINE | ID: mdl-31514337

RESUMEN

Here, we discovered TGFBI as a new urinary biomarker for muscle invasive and high-grade urothelial carcinoma (UC). After biomarker identification using antibody arrays, results were verified in urine samples from a study population consisting of 303 patients with UC, and 128 urological and 58 population controls. The analyses of possible modifying factors (age, sex, smoking status, urinary leukocytes and erythrocytes, and history of UC) were calculated by multiple logistic regression. Additionally, we performed knockdown experiments with TGFBI siRNA in bladder cancer cells and investigated the effects on proliferation and migration by wound closure assays and BrdU cell cycle analysis. TGFBI concentrations in urine are generally increased in patients with UC when compared to urological and population controls (1321.0 versus 701.3 and 475.6 pg/mg creatinine, respectively). However, significantly increased TGFBI was predominantly found in muscle invasive (14,411.7 pg/mg creatinine), high-grade (8190.7 pg/mg) and de novo UC (1856.7 pg/mg; all p < 0.0001). Knockdown experiments in vitro led to a significant decline of cell proliferation and migration. In summary, our results suggest a critical role of TGFBI in UC tumorigenesis and particularly in high-risk UC patients with poor prognosis and an elevated risk of progression on the molecular level.


Asunto(s)
Movimiento Celular , Proteínas de la Matriz Extracelular/orina , Factor de Crecimiento Transformador beta/orina , Neoplasias de la Vejiga Urinaria/patología , Neoplasias de la Vejiga Urinaria/orina , Urotelio/patología , Biomarcadores de Tumor/orina , Línea Celular Tumoral , Proliferación Celular , Creatinina/metabolismo , Proteínas de la Matriz Extracelular/metabolismo , Femenino , Humanos , Masculino , Músculos/patología , Clasificación del Tumor , Proteínas de Neoplasias/metabolismo , Factor Plaquetario 4/metabolismo , Curva ROC , Receptor Tipo I de Factor de Crecimiento Transformador beta/metabolismo , Factor de Crecimiento Transformador beta/metabolismo , Cicatrización de Heridas
7.
Int J Cancer ; 145(10): 2861-2872, 2019 11 15.
Artículo en Inglés | MEDLINE | ID: mdl-31008534

RESUMEN

Urothelial cancer (UCa) is the most predominant cancer of the urinary tract and noninvasive diagnosis using hypermethylation signatures in urinary cells is promising. Here, we assess gender differences in a newly identified set of methylation biomarkers. UCa-associated hypermethylated sites were identified in urine of a male screening cohort (n = 24) applying Infinium-450K-methylation arrays and verified in two separate mixed-gender study groups (n = 617 in total) using mass spectrometry as an independent technique. Additionally, tissue samples (n = 56) of mixed-gender UCa and urological controls (UCt) were analyzed. The hypermethylation signature of UCa in urine was specific and sensitive across all stages and grades of UCa and independent on hematuria. Individual CpG sensitivities reached up to 81.3% at 95% specificity. Albeit similar methylation differences in tissue of both genders, differences were less pronounced in urine from women, most likely due to the frequent presence of squamous epithelial cells and leukocytes. Increased repression of methylation levels was observed at leukocyte counts ≥500/µl urine which was apparent in 30% of female and 7% of male UCa cases, further confirming the significance of the relative amounts of cancerous and noncancerous cells in urine. Our study shows that gender difference is a most relevant issue when evaluating the performance of urinary biomarkers in cancer diagnostics. In case of UCa, the clinical benefits of methylation signatures to male patients may outweigh those in females due to the general composition of women's urine. Accordingly, these markers offer a diagnostic option specifically in males to decrease the number of invasive cystoscopies.


Asunto(s)
Biomarcadores de Tumor/orina , Carcinoma de Células Transicionales/diagnóstico , Metilación de ADN , Neoplasias Urológicas/diagnóstico , Adulto , Anciano , Anciano de 80 o más Años , Biomarcadores de Tumor/genética , Carcinoma de Células Transicionales/genética , Carcinoma de Células Transicionales/orina , Estudios de Cohortes , Islas de CpG/genética , Epigénesis Genética , Femenino , Humanos , Masculino , Tamizaje Masivo/métodos , Persona de Mediana Edad , Regiones Promotoras Genéticas , Sensibilidad y Especificidad , Factores Sexuales , Neoplasias Urológicas/genética , Neoplasias Urológicas/orina
8.
Biopreserv Biobank ; 17(4): 312-318, 2019 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-30882231

RESUMEN

Legal and ethical demands for more transparent and strict data protection measures to enhance research participant privacy have grown with an increasing number of human biobanks providing biomaterial collections long term for unspecified future research questions. The design of a data protection scheme that minimizes the risk of donor reidentification and promotes biomaterial and data use in research is a big challenge to all kinds of human biobanks. Yet, there is a lack of publications which address this basic building block of a biobank. In this study, we present the data protection concept of our project driven, stand-alone biobank, focusing on meeting two biomaterial and data management areas simultaneously: operation of primary research projects involved in sample collection and long-term provision of biomaterial for future research purposes. The concept is based on national and international laws and ethical demands. Since the presented measures are transparent and basic, they should encourage biobanks in defining their own data protection concept and be easily transferable to different legal requirements.


Asunto(s)
Bancos de Muestras Biológicas , Seguridad Computacional , Humanos , Manejo de Especímenes/métodos
9.
J Epidemiol Community Health ; 73(6): 489-495, 2019 06.
Artículo en Inglés | MEDLINE | ID: mdl-30804047

RESUMEN

BACKGROUND: Associations of socioeconomic status (SES) and smoking-related diseases depend on uniform validity of self-reported smoking habits in different SES groups. We investigated the influence of SES on validity of self-reported smoking status by means of urinary cotinine. METHODS: We determined total urinary cotinine in the baseline population of the Heinz Nixdorf Recall Study. Participants with cotinine>200 µg/L were potential current smokers. We defined upper and lower 20% of the gender-specific distribution of the International Socio-Economic Index (ISEI) as high and low SES, respectively, else as intermediate. We analysed the association of self-reported smoking status and cotinine by ISEI and additional SES measures, stratified by gender. In self-reported non-smokers, we estimated age-adjusted ORs with 95% CI to detect differences by SES in the validity of self-reported smoking status. RESULTS: In 2004 men and 1887 women, 78% and 80%, respectively, reported to be non-smokers. Median cotinine concentrations were 2 µg/L in non-smokers, and 3651 µg/L in male and 3127 µg/L in female smokers. Based on cotinine in non-smokers, 2.0 % of men (n = 32) and 1.8 % of women (n = 27) were potential smokers, with lower proportions in the subgroup of never-smokers (men: 0.7%, women: 0.5%). The validity of self-reported smoking status did not substantially differ by SES. Tendencies for increased underreporting were indicated for women with low ISEI (OR 1.35; 95% CI 0.54 to 3.39) and men in blue-collar jobs (OR 1.39; 95% CI 0.67 to 2.87). CONCLUSION: Validity of self-reported smoking status in this elderly German cohort was high and did not depend on SES.


Asunto(s)
Cotinina/orina , Fumar/efectos adversos , Fumar/orina , Adulto , Factores de Edad , Anciano , Anciano de 80 o más Años , Biomarcadores/orina , Femenino , Alemania/epidemiología , Humanos , Masculino , Persona de Mediana Edad , Factores de Riesgo , Autoinforme , Fumar/epidemiología , Clase Social , Urinálisis
10.
PLoS One ; 13(2): e0192999, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-29462211

RESUMEN

BACKGROUND: An association between low socioeconomic status (SES) and lung cancer has been observed in several studies, but often without adequate control for smoking behavior. We studied the association between lung cancer and occupationally derived SES, using data from the international pooled SYNERGY study. METHODS: Twelve case-control studies from Europe and Canada were included in the analysis. Based on occupational histories of study participants we measured SES using the International Socio-Economic Index of Occupational Status (ISEI) and the European Socio-economic Classification (ESeC). We divided the ISEI range into categories, using various criteria. Stratifying by gender, we calculated odds ratios (OR) and 95% confidence intervals (CI) by unconditional logistic regression, adjusting for age, study, and smoking behavior. We conducted analyses by histological subtypes of lung cancer and subgroup analyses by study region, birth cohort, education and occupational exposure to known lung carcinogens. RESULTS: The analysis dataset included 17,021 cases and 20,885 controls. There was a strong elevated OR between lung cancer and low SES, which was attenuated substantially after adjustment for smoking, however a social gradient persisted. SES differences in lung cancer risk were higher among men (lowest vs. highest SES category: ISEI OR 1.84 (95% CI 1.61-2.09); ESeC OR 1.53 (95% CI 1.44-1.63)), than among women (lowest vs. highest SES category: ISEI OR 1.54 (95% CI 1.20-1.98); ESeC OR 1.34 (95% CI 1.19-1.52)). CONCLUSION: SES remained a risk factor for lung cancer after adjustment for smoking behavior.


Asunto(s)
Neoplasias Pulmonares/epidemiología , Factores de Edad , Anciano , Canadá , Europa (Continente) , Femenino , Humanos , Modelos Logísticos , Neoplasias Pulmonares/patología , Masculino , Persona de Mediana Edad , Exposición Profesional , Oportunidad Relativa , Factores de Riesgo , Factores Sexuales , Fumar/epidemiología , Clase Social
11.
Oncotarget ; 8(62): 104946-104959, 2017 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-29285224

RESUMEN

Information on biomarkers of urothelial carcinomas (UC) for clinical decision-making is limited. Here, we newly identified and verified CXCL16 as a promising novel biomarker in urine for high grade and muscle invasive UC in a cross-sectional cohort of 308 UC patients, 126 urological hospital controls, and 50 population controls using antibody arrays and ELISA. Median CXCL16 levels in urine was significantly higher in UC patients (273.2 pg/mg creatinine) compared to hospital (148.1 pg/mg) and population controls (85.1 pg/mg) with a particular preference for high grade (460.8 pg/mg), muscle invasive (535.7 pg/mg) and primary UC (327.8 pg/mg) (all p<0.0001). Group differences were confirmed after adjusting or stratifying for potential clinical and individual characteristics, such as leukocyte counts, haematuria, age, gender, and smoking status. In contrast, CXCL16 showed less discriminating power in low grade (244.3 pg/mg), non-muscle invasive (≤pT1, 251.2 pg/mg) and recurrent UC (203.9 pg/mg). In agreement with its function in immune defence, expression of CXCL16 in tissue samples of primary UC patients (n=53) showed only a weak or no immunoreactivity compared to urological hospital controls (n=32). Expression of CXCR6, the G-protein-coupled receptor of CXCL16, remained unchanged. Our findings suggest that evading the immune defence by shedding cell-surface CXCL16 and its increased elimination in urine is a molecular feature of high grade and muscle invasive UC. Therefore, urinary CXCL16 may serve as a useful, simple and non-invasive tool to identify high-risk UC with increased risk of progression at the molecular level.

12.
BMC Cancer ; 16: 395, 2016 07 07.
Artículo en Inglés | MEDLINE | ID: mdl-27388894

RESUMEN

BACKGROUND: The nature of the association between occupational social prestige, social mobility, and risk of lung cancer remains uncertain. Using data from the international pooled SYNERGY case-control study, we studied the association between lung cancer and the level of time-weighted average occupational social prestige as well as its lifetime trajectory. METHODS: We included 11,433 male cases and 14,147 male control subjects. Each job was translated into an occupational social prestige score by applying Treiman's Standard International Occupational Prestige Scale (SIOPS). SIOPS scores were categorized as low, medium, and high prestige (reference). We calculated odds ratios (OR) with 95 % confidence intervals (CI), adjusting for study center, age, smoking, ever employment in a job with known lung carcinogen exposure, and education. Trajectories in SIOPS categories from first to last and first to longest job were defined as consistent, downward, or upward. We conducted several subgroup and sensitivity analyses to assess the robustness of our results. RESULTS: We observed increased lung cancer risk estimates for men with medium (OR = 1.23; 95 % CI 1.13-1.33) and low occupational prestige (OR = 1.44; 95 % CI 1.32-1.57). Although adjustment for smoking and education reduced the associations between occupational prestige and lung cancer, they did not explain the association entirely. Traditional occupational exposures reduced the associations only slightly. We observed small associations with downward prestige trajectories, with ORs of 1.13, 95 % CI 0.88-1.46 for high to low, and 1.24; 95 % CI 1.08-1.41 for medium to low trajectories. CONCLUSIONS: Our results indicate that occupational prestige is independently associated with lung cancer among men.


Asunto(s)
Neoplasias Pulmonares/epidemiología , Exposición Profesional/efectos adversos , Fumar/efectos adversos , Movilidad Social/estadística & datos numéricos , Adulto , Anciano , Anciano de 80 o más Años , Estudios de Casos y Controles , Humanos , Masculino , Persona de Mediana Edad , Oportunidad Relativa , Factores de Riesgo , Fumar/epidemiología , Factores Socioeconómicos , Adulto Joven
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