Inferring a person's smoking habit and history from blood is relevant for complementing or replacing self-reports in epidemiological and public health research, and for forensic applications.... Show moreInferring a person's smoking habit and history from blood is relevant for complementing or replacing self-reports in epidemiological and public health research, and for forensic applications. However, a finite DNA methylation marker set and a validated statistical model based on a large dataset are not yet available. Employing 14 epigenome-wide association studies for marker discovery, and using data from six population-based cohorts (N = 3764) for model building, we identified 13 CpGs most suitable for inferring smoking versus non-smoking status from blood with a cumulative Area Under the Curve (AUC) of 0.901. Internal fivefold cross-validation yielded an average AUC of 0.897 +/- 0.137, while external model validation in an independent population-based cohort (N = 1608) achieved an AUC of 0.911. These 13 CpGs also provided accurate inference of current (average AUC(crossvalidation) 0.925 +/- 0.021, AUC(externalvalidation)0.914), former (0.766 +/- 0.023, 0.699) and never smoking (0.830 +/- 0.019, 0.781) status, allowed inferring pack-years in current smokers (10 pack-years 0.800 +/- 0.068, 0.796; 15 pack-years 0.767 +/- 0.102, 0.752) and inferring smoking cessation time in former smokers (5 years 0.774 +/- 0.024, 0.760; 10 years 0.766 +/- 0.033, 0.764; 15 years 0.767 +/- 0.020, 0.754). Model application to children revealed highly accurate inference of the true non- smoking status (6 years of age: accuracy 0.994, N = 355; 10 years: 0.994, N = 309), suggesting prenatal and passive smoking exposure having no impact on model applications in adults. The finite set of DNA methylation markers allow accurate inference of smoking habit, with comparable accuracy as plasma cotinine use, and smoking history from blood, which we envision becoming useful in epidemiology and public health research, and in medical and forensic applications. Show less
Glas, N. de; Bastiaannet, E.; Boer, A. de; Siesling, S.; Liefers, G.J.; Portielje, J. 2019
PurposeThe number of older patients with breast cancer is rapidly increasing. A previous study showed that between 1990 and 2005, the survival of older patients with breast cancer did not improve... Show morePurposeThe number of older patients with breast cancer is rapidly increasing. A previous study showed that between 1990 and 2005, the survival of older patients with breast cancer did not improve in contrast to younger patients. In recent years, scientific evidence in the older age group has increased and specific guidelines for older women with breast cancer have been developed. The aim of this study was to assess changes in survival outcomes of older patients with breast cancer.Patients and methodsAll patients with breast cancer between 2000 and 2017 were included from the Netherlands cancer registry. We assessed changes in treatments using logistic regression. We calculated changes in relative survival as proxy for breast cancer mortality, stratified by age and stage.ResultsWe included 239,992 patients. Relative survival improved for patients<65 for all stages. In patients aged 65-75 years, relative survival did not improve in stage I-II but did improve in stage III breast cancer (RER 0.98, 95% CI 0.96-1.00, p=0.046). Concurrently, prescription of systemic treatments increased. In patients>75, relative survival did not improve in patients with stage I/II or stage III disease, nor did treatment strategies change.ConclusionsThis study shows that relative survival of patients aged 65-75 years with advanced breast cancer has improved, and concurrently, prescription of systemic treatment increased. To improve survival of patients >75 as well, future studies should focus on individualizing treatments based on concomitant comorbidity, geriatric parameters and the risk of competing mortality and toxicity of treatments. Show less
Teepen, J.C.; Kremer, L.C.; Heiden-van der Loo, M. van der; Tissing, W.J.; Pal, H.J. van der; Heuvel-Eibrink, M.M. van den; ... ; DCOG-LATER Study Grp 2019
Purpose Childhood cancer survivors are at increased risk of developing subsequent malignant neoplasms (SMNs). We compared survival and clinical characteristics of survivors with SMNs (sarcoma,... Show morePurpose Childhood cancer survivors are at increased risk of developing subsequent malignant neoplasms (SMNs). We compared survival and clinical characteristics of survivors with SMNs (sarcoma, breast cancer, or melanoma) and a population-based sample of similar first malignant neoplasm (FMN) patients. Methods We assembled three case series of solid SMNs observed in a cohort of 5-year Dutch childhood cancer survivors diagnosed 1963-2001 and followed until 2014: sarcoma (n = 45), female breast cancer (n = 41), and melanoma (n = 17). Each SMN patient was sex-, age-, and calendar year-matched to 10 FMN patients in the population-based Netherlands Cancer Registry. We compared clinical and histopathological characteristics by Fisher's exact tests and survival by multivariable Cox regression and competing risk regression analyses. Results Among sarcoma-SMN patients, overall survival [hazard ratio (HR) 1.88, 95% confidence interval (CI) 1.23-2.87] and sarcoma-specific mortality (HR 1.91, 95% CI 1.16-3.13) were significantly worse compared to sarcoma-FMN patients (foremost for soft-tissue sarcoma), with 15-year survival rates of 30.8% and 61.6%, respectively. Overall survival did not significantly differ for breast-SMN versus breast-FMN patients (HR 1.14, 95% CI 0.54-2.37), nor for melanoma-SMN versus melanoma-FMN patients (HR 0.71, 95% CI 0.10-5.00). No significant differences in tumor characteristics were observed between breast-SMN and breast-FMN patients. Breast-SMN patients were treated more often with mastectomy without radiotherapy/chemotherapy compared to breast-FMN patients (17.1% vs. 5.6%). Conclusions Survival of sarcoma-SMN patients is worse than sarcoma-FMN patients. Although survival and tumor characteristics appear similar for breast-SMN and breast-FMN patients, treatment differs; breast-SMN patients less often receive breast-conserving therapy. Larger studies are necessary to substantiate these exploratory findings. Show less
Studies in this thesis were performed in a secondary care cohort of patients with hand osteoarthritis. Several factors were investigated for their association with disease status and disease... Show moreStudies in this thesis were performed in a secondary care cohort of patients with hand osteoarthritis. Several factors were investigated for their association with disease status and disease progression after two years. These factors included comorbidity, illness perceptions and MRI-defined inflammatory features such as bone marrow lesions, synovitis and joint effusion. In the MRI studies we found that these MRI-features have a clinically relevant role for their association with pain (at the same moment and after two years) and progression of radiographic damage after two years. In the second part of this thesis we evaluated the clinimetric properties of two new instruments: self-reported painful joint count and semi-automatic joint space width measurements. Show less
Burgers, L.E.; Pol, J.A. van der; Huizinga, T.W.J.; Allaart, C.F.; Helm-van Mil, A.H.M. van der 2019
Structural brain markers are studied extensively in the field of neurodegeneration, but are thought to occur rather late in the process. Functional measures such as functional connectivity are... Show moreStructural brain markers are studied extensively in the field of neurodegeneration, but are thought to occur rather late in the process. Functional measures such as functional connectivity are gaining interest as potentially more subtle markers of neurodegeneration. However, brain structure and function are also affected by ‘normal’ brain ageing. More information is needed on how functional connectivity relates to aging, particularly in the absence of overt neurodegenerative disease. We investigated the association of age with resting-state functional connectivity in 2878 non-demented persons between 50 and 95 years of age (54.1% women) from the population-based Rotterdam Study. We obtained nine well-known resting state networks using data-driven methodology. Within the anterior default mode network, ventral attention network, and sensorimotor network, functional connectivity was significantly lower with older age. In contrast, functional connectivity was higher with older age within the visual network. Between resting state networks, we found patterns of both increases and decreases in connectivity in approximate equal proportions. Our results reinforce the notion that the aging brain undergoes a reorganization process, and serves as a solid basis for exploring functional connectivity as a preclinical marker of neurodegenerative disease. Show less
In this thesis, the importance of visceral obesity in the relation of obesity with cardiometabolic risk factors (chapter 2) was confirmed and it was shown that in individuals free of known... Show moreIn this thesis, the importance of visceral obesity in the relation of obesity with cardiometabolic risk factors (chapter 2) was confirmed and it was shown that in individuals free of known cardiovascular disease clustering of cardiometabolic risk factors is associated with changes in electrocardiographic parameters indicative of subclinical cardiovascular disease (chapter 3). The findings from chapter 3 also point to the importance of the prevention of these metabolic syndrome components, not only in obese, but also in non-obese individuals. Furthermore, both overall and abdominal adiposity were found to be associated with these deleterious changes in electrocardiographic parameters (chapter 4). Borderline Q-waves were associated with a negative cardiovascular risk profile and increased pulse wave velocity and intima-media thickness (chapter 5). Chapter 6 shows that several cardiovascular risk factors were associated with a wider spatial QRS-T angle, which reflects ventricular electrophysiological heterogeneity. Both carotid intima-media thickness, as measure of subclinical atherosclerosis, and pulse wave velocity, as measure of arterial stiffness, were associated with a wider spatial QRS-T angle. In chapter 7, improvement of electrocardiographic detection of left ventricular hypertrophy with conventional electrocardiographic criteria by taking into account body mass index and the spatial QRS-T angle is shown. Show less
