BackgroundThere is a need for standardization of the definition of a migraine day for clinical and research purposes. MethodsWe prospectively compared different definitions of a migraine day with E... Show moreBackgroundThere is a need for standardization of the definition of a migraine day for clinical and research purposes. MethodsWe prospectively compared different definitions of a migraine day with E-diary data of n = 1494 patients with migraine. We used a baseline definition based on migraine characteristics with a duration of >= 4 hours OR triptan intake (independently from its effect) OR (visual) aura lasting 5-60 minutes. ResultsOf all migraine days defined by triptan intake only, 66.2% had a duration <4 hours. Adjusting the headache duration criterion to >= 30 minutes led to a decrease in days defined by triptan intake only and resulted in a 5.4% increase in total migraine days (equals 0.45 migraine day increase in monthly migraine days). These additional migraine days had a median duration of 2.5 hours. ConclusionWe propose to define a migraine day as follows: 1) (a) headache duration >= 30 minutes; (b) matching >= 2 of four characteristics: unilateral, pulsating, moderate to severe pain, aggravation by or causing avoidance of routine physical activity; and (c) during headache >= 1 of the following: nausea and/or vomiting, photophobia and phonophobia or 2) (visual) aura duration 5-60 minutes or 3) a day with headache for which acute migraine-specific medication is used irrespective of its effect. Show less
This paper introduces the Bradley-Terry regression trunk model, a novel probabilistic approach for the analysis of preference data expressed through paired comparison rankings. In some cases, it... Show moreThis paper introduces the Bradley-Terry regression trunk model, a novel probabilistic approach for the analysis of preference data expressed through paired comparison rankings. In some cases, it may be reasonable to assume that the preferences expressed by individuals depend on their characteristics. Within the framework of tree-based partitioning, we specify a tree-based model estimating the joint effects of subject-specific covariates over and above their main effects. We, therefore, combine a tree-based model and the log-linear Bradley-Terry model using the outcome of the comparisons as response variable. The proposed model provides a solution to discover interaction effects when no a-priori hypotheses are available. It produces a small tree, called trunk, that represents a fair compromise between a simple interpretation of the interaction effects and an easy to read partition of judges based on their characteristics and the preferences they have expressed. We present an application on a real dataset following two different approaches, and a simulation study to test the model's performance. Simulations showed that the quality of the model performance increases when the number of rankings and objects increases. In addition, the performance is considerably amplified when the judges' characteristics have a high impact on their choices. Show less
Primary cutaneous lymphoma form a seperate group of non-Hodgkin lymphoma. Apart from the usual nodal presentation of a lymphoma, less frequently a lymphoma develops in an extranodal site. The skin... Show morePrimary cutaneous lymphoma form a seperate group of non-Hodgkin lymphoma. Apart from the usual nodal presentation of a lymphoma, less frequently a lymphoma develops in an extranodal site. The skin is, after the gastrointestinal tract, the most frequent site of extranodal lymphoma. If the skin is the primary site of involvement, i.e. no extracutaneous sites are involved at diagnosis, these lymphomas are called primary cutaneous lymphoma. In this thesis different types of primary cutaneous lymphoma are evaluated and discussed. In chapter 2 a large group of primary cutaneous CD30+ lympoproliferations is described and compared with a group of systemic CD30+ ALCL with skin localisations. Lymphomatoid papulosis and primary cutaneous CD30+ CTCL are closely related conditions and should be considered as a spectrum, with a comparable, excellent, prognosis. Multiagent chemotherapy (MAC) could not induce long lasting remissions, in fact all patients treated with MAC developed one or more (cutaneous) relapses. Therefor MAC is only indicated in case of extracuteneous localisations. In chapter 3 a group of CD30-negative T-cell lymphomas presenting in the skin that could not be diagnosed as MF, SS or SPTL are evaluated. In this group there were few survivors, apart from a rare group of patients with primary cutaneous lymphoma with small-medium sized CD4+/CD8-neoplastic T-cells (less than 30% large cells). In particular, patients with localized disease had an excellent prognosis. In chapter 4 haematological malignancies presenting in the skin and expressing CD56 were collected, both from the Dutch cutaneous lymphoma group and literature. In general these types of malignancies had a poor prognosis, except for patients with primary cutaneous CD30+ LPD, that showed a similar good prognosis as CD56-negative cases. Most cases belonged to the group of nasal-type NK/T-cell lymphoma and the group of CD4+, CD56+ hematodermic neoplasm (formerly also designated as blastic NK-cell lymphoma. In addition, CD56 was expressed in some SPTL, rare primary cutaneous CD30-negative large T-cell lymphomas, skin localisations of acute myeloid leukemia and CD30+ CTCL. In most of these groups CD56 expression did not affect prognosis. However, in SPTL CD56 expression proved a marker for gamma/delta T-cell origin and these cases showed a poorer prognosis as compared to SPTL with an alpha/beta phenotype (that were usually CD56-negative). In the new WHO-EORTC classification the category of SPTL only includes cases with an alpha/beta-positive phenotype, whereas cases with a gamma/delta positive phenotype are included in the provisional category of cutaneous gamma/delta-positive T-cell lymphoma. In chapter 5 a rare case of lymphomatoid papulosis with CD56-expression was presented and the frequency of co-expression of CD56 in primary cutaneous CD30+ LPD was analyzed. CD56 expression was found in approximately 10% of CD30+ LPD (both LyP and primary CD30+ CTCL). However, these CD56+ cases were not found to have a different prognosis from CD56 negative cases. In chapter 6 a European multicenter study on primary cutaneous large B-cell lymphomas is presented. Patients with primary cutaneous large B-cell lymphoma of the leg showed a poorer prognosis as patients with primary cutaneous follicle center cell lymphoma (PCFCCL). Moreover, round cell morphology was identified as a poor prognostic parameter. Although this was closely related to presentation on the leg(s), also in the group of PCFCCL the presence of a predominance of cells with round nuclei (centroblasts and immunoblasts) was associated with a poorer prognosis. The results of this study contributed to a new category in the WHO-EORTC classification, designated primary cutaneous large B-cell lymphoma (PCLBCL), leg-type, indicating that both patients with the classical presentation on the leg(s) as patients showing the same morphology and immunophenotype (bcl-2+, Mum-1/ IRF4+) on other sites are included in this group. Presentation with multifocal lesions proved to be a poor prognostic parameter for PCLBCL-leg-type, but not for PCFCCL. In chapter 7 treatment results in multifocal primary CBCL were analyzed. The main question in this study was if PCFCCL presenting with multifocal skin lesions should be treated with MAC. The study showed that MAC is only indicated in PCLBCL, leg-type and not in (multifocal) PCFCCL. Radiotherapy on multiple sites appeared equally effective as MAC in these patients. In chapter 8 the frequency of CNS-involvement in CBCL patients of the Dutch cutaneous lymphoma group. was evaluated. The frequency was low. Only 4/140 patients with a primary CBCL developed CNS involvement in the course of their disease. Interestingly 3 of these 4 patients were PCFCCL, a lymphoma usually with an excellent prognosis. Only 4 disease related deaths were reported in this group of which 3 with CNS involvement. The reason for this relatively high prevalence of CNS involvement in PCFCCL is unclear. The studies presented in this thesis have provided important information, which has contributed to the recent development of the WHO-EORTC classification. Moreover, they have contributed to updated guidelines for the treatment of the different types of primary cutaneous lymphomas, as presented in TABLE 2 in chapter 9. Show less
Bildt, A. de; Oosterling, I.J.; Lang, N.D.J. van; Kuijper, S.; Dekker, V.; Sytema, S.; ... ; Jonge, M.V. de 2013
Pulmonary embolism is a serious and potentially life-threatening disease in the acute phase, and may also have a major impact on a patient’s daily life in the long run. The overall aim of this... Show morePulmonary embolism is a serious and potentially life-threatening disease in the acute phase, and may also have a major impact on a patient’s daily life in the long run. The overall aim of this thesis was evaluating important aspects of the post-pulmonary embolism syndrome with an emphasis on early diagnosis of chronic thromboembolic pulmonary hypertension (CTEPH) and the associated consequence for patients’ prognosis. Show less
Introduction: We recently proposed a scale for assessment of patient-relevant functional limitations following an episode of venous thromboembolism (VTE). Further development of this post-VTE... Show moreIntroduction: We recently proposed a scale for assessment of patient-relevant functional limitations following an episode of venous thromboembolism (VTE). Further development of this post-VTE functional status (PVFS) scale is still needed.Methods: Guided by the input of VTE experts and patients, we refined the PVFS scale and its accompanying manual, and attempted to acquire broad consensus on its use.Results: A Delphi analysis was performed involving 53 international VTE experts with diverse scientific and clinical backgrounds. In this process, the number of scale grades of the originally proposed PVFS scale was reduced and descriptions of the grades were improved. After these changes, a consensus was reached on the number/definitions of the grades, and method/timing of the scale assessment. The relevance and potential impact of the scale was confirmed in three focus groups totaling 18 VTE patients, who suggested additional changes to the manual, but not to the scale itself. Using the improved manual, the.-statistics between PVFS scale self-reporting and its assessment via the structured interview was 0.75 (95%CI 0.58-1.0), and 1.0 (95%CI 0.83-1.0) between independent raters of the recorded interview of 16 focus groups members.Conclusion: We improved the PVFS scale and demonstrated broad consensus on its relevance, optimal grades, and methods of assessing among international VTE experts and patients. The interobserver agreement of scale grade assignment was shown to be good-to-excellent. The PVFS scale may become an important outcome measure of functional impairment for quality of patient care and in future VTE trials. Show less
The Mbam languages of Cameroon have a unique position in Bantu linguistics. Being in between “narrow” Bantu and “wide” Bantu, they sometimes pattern with the one and sometimes with the other, and... Show moreThe Mbam languages of Cameroon have a unique position in Bantu linguistics. Being in between “narrow” Bantu and “wide” Bantu, they sometimes pattern with the one and sometimes with the other, and as such are a rich motherlode for comparative and historical research. The Mbam languages have another point of interest as well. They have been previously analysed as standard 7 vowel languages (/i,e,ɛ,a,ɔ,o,u/) with Advanced Tongue Root (ATR) harmony. While vowel harmony in African languages has received a lot of attention and study, and the vowel-harmony systems of not a few of the Mbam languages have been studied, most of the previous studies have been on individual languages. This study seeks to analyse and compare the vowel systems of ten Mbam languages as a group: both their vowel inventories and their vowel-harmony systems. Various issues in vowel harmony, such as neutral vowels, directionality in and domains of vowel harmony are discussed. This study also proposes a phonological explanation for the functioning of the complex vowel-harmony systems found in the Mbam languages. Finally this study considers the internal classification of the Mbam languages and their position in the wider linguistic context of the Bantu and Bantoid languages. Show less
Transport inspectorates are looking for novel methods to identify dangerous behavior, ultimately to reduce risks associated to the movements of people and goods. We explore a data-driven approach... Show moreTransport inspectorates are looking for novel methods to identify dangerous behavior, ultimately to reduce risks associated to the movements of people and goods. We explore a data-driven approach to arrive at smart inspections of vehicles. Inspections are smart when they are performed (1) accurate, (2) automated, (3) fair, and (4) in an interpretable manner. We leverage tools from the network science and machine learning domain to encode the behavioral aspect of vehicle’s behavior. Tools used in this thesis include community detection, link prediction, and assortativity. We explore their applicability and provide technical methods. In the final chapter, we also discuss the matter of fairness in machine learning. Show less
Purpose To describe the clinical characteristics and outcome of polypoidal choroidal vasculopathy (PCV), also known as aneurysmal type 1 (sub-retinal pigment epithelium (RPE)) neovascularization,... Show morePurpose To describe the clinical characteristics and outcome of polypoidal choroidal vasculopathy (PCV), also known as aneurysmal type 1 (sub-retinal pigment epithelium (RPE)) neovascularization, in Caucasian patients. Methods Single-centre study in 66 Caucasian patients with a diagnosis of PCV based on optical coherence tomography scan and indocyanine green angiography. Clinical characteristics and multimodal imaging were collected and assessed by an experienced retina specialist. Results This study involved 74 eyes of 66 patients with PCV, with a mean age at onset of 73 years and a female preponderance of 66%. The mean number of polypoidal lesions per eye was 1 (range: 1-5 lesions), out of which 75% was located in the macula and 19% in the peripapillary region. Of the 74 eyes, 37 eyes (50%) had PCV associated with a drusenoidal neovascular age-related macular degeneration (AMD) phenotype (PCV-AMD) and 18 eyes (24%) had PCV associated with non-polypoidal type 1 choroidal neovascularization/branching vascular network (PCV-BVN) without signs of drusenoidal AMD, while 19 eyes (26%) had idiopathic, isolated PCV (iPCV). The mean subfoveal choroidal thickness measured in 22 patients was 245 mu m (range: 71-420 mu m). In 51% of patients, the initially performed therapy showed good anatomical recovery (resolution of intra- and subretinal fluid). Conclusions A spectrum of PCV (aneurysmal type 1/sub-RPE neovascularization) can be seen in Caucasian patients. PCV associated with a drusenoidal neovascular AMD phenotype in Caucasians is phenotypically and presumably pathophysiologically more associated with neovascular AMD (PCV-AMD: type A PCV). However, this may not be the case for patients with PCV with non-polypoidal type 1 choroidal neovascularization or BVN and no signs of drusenoidal AMD (PCV-BVN: type B PCV), and for patients with idiopathic PCV without associated drusen or BVN (iPCV; type C PCV). Most patients have a thin choroid, even when drusen are absent. For the entire patient group, a moderate anatomical recovery was observed after treatment. Show less
Frontotemporal dementia (FTD) is a heterogeneous neurodegenerative disease characterised by the progressive degeneration of the frontal and temporal lobes, which results in behavioural (behavioural... Show moreFrontotemporal dementia (FTD) is a heterogeneous neurodegenerative disease characterised by the progressive degeneration of the frontal and temporal lobes, which results in behavioural (behavioural variant FTD) and language (primary progressive aphasia) disorders. No effective therapies currently exist to cure FTD or slow disease progression. However, efforts are being made to develop disease modifying treatments, which aim to reverse or inhibit pathological processes leading up to neuronal cell death. Therefore, the ability to diagnose FTD before brain atrophy (i.e., irreversible brain damage) is crucial. Approximately 10–30% of all FTD patients have a familial form, often caused by mutations in the genes MAPT, GRN or a repeat expansion in the gene C9orf72. These families offer the unique opportunity to study mutation carriers in the presymptomatic stage, where early pathological changes may already occur, but subjects are cognitively healthy. In this dissertation, we used multimodal MRI and machine learning to investigate whether MRI biomarkers for FTD have diagnostic value on the single-subject level to detect FTD-related differences in the presymptomatic disease stage. Furthermore, we aimed to advance the combination of resting-state functional MRI data between scanners. Lastly, we studied potential biomarkers for the differentiation between early stages of FTD and Alzheimer’s disease. Show less
Carotid atherosclerosis, a disease in which plaque builds up inside the vessel wall, is a major cause of ischemic stroke. Traditionally, atherosclerosis risk stratification is heavily based on... Show moreCarotid atherosclerosis, a disease in which plaque builds up inside the vessel wall, is a major cause of ischemic stroke. Traditionally, atherosclerosis risk stratification is heavily based on the percentage of stenosis. However, a growing body of evidence suggests that luminal stenosis may not be the only cause of symptoms but the plaque composition may be more likely to impact the disease outcome. High-resolution vessel wall magnetic resonance imaging (VWMRI) is one of the most promising modalities for visualizing and evaluating carotid atherosclerotic plaque. The quantitative assessment of carotid atherosclerotic disease requires vessel wall segmentation and plaque classification, which is generally performed by manual delineations. However, manual contour tracing is labor-intensive, time-consuming and subject to inter-observer and inter-scan variability, which makes manual image analysis impractical for studies where large volume of data needs to be processed. Therefore, the main goal of this thesis is to: 1) develop approaches to automatically, robustly and reproducibly segment the carotid vessel wall and classify the atherosclerotic plaque from multi-spectral VWMRI; 2) validate the developed methods with reference standard; 3) extract the imaging biomarkers that can assist carotid artery disease evaluation. Show less
Based on recent achievements in phylogenetic studies of the Brassicaceae, a novel infrafamilial classification is proposed that includes major improvements at the subfamilial and supertribal levels... Show moreBased on recent achievements in phylogenetic studies of the Brassicaceae, a novel infrafamilial classification is proposed that includes major improvements at the subfamilial and supertribal levels. Herein, the family is subdivided into two subfamilies, Aethionemoideae (subfam. nov.) and Brassicoideae. The Brassicoideae, with 57 of the 58 tribes of Brassicaceae, are further partitioned into five supertribes, including the previously recognized Brassicodae and the newly established Arabodae, Camelinodae, Heliophilodae, and Hesperodae. Additional tribus-level contributions include descriptions of the newly recognized Arabidopsideae, Asperuginoideae, Hemilophieae, Schrenkielleae, and resurrection of the Chamireae and Subularieae. Further detailed comments on 17 tribes in need of clarifications are provided. Show less
Practice of neuroendocrine neoplasms (NENs) of the digestive tract, which comprise a highly diverse group of tumors with a rising incidence, faces multiple biological, diagnostic, and therapeutic... Show morePractice of neuroendocrine neoplasms (NENs) of the digestive tract, which comprise a highly diverse group of tumors with a rising incidence, faces multiple biological, diagnostic, and therapeutic issues. Part of these issues are due to misuse and misinterpretation of the classification and terminology of NENs of the digestive tract, which make it increasingly challenging to evaluate and compare literature. For instance, grade 3 neuroendocrine tumors (NETs) are frequently referred to as neuroendocrine carcinomas (NECs) and vice versa, while NECs are by definition high grade and therefore constitute a separate entity from NETs. Moreover, the term NETs is regularly misused to describe NENs in general, and NETs are frequently referred to as benign, while they should always be considered malignancies as they do have metastatic potential. To prevent misconceptions in future NEN-related research, we reviewed the most recent terminology used to classify NENs of the digestive tract and created an overview that combines the classification of these NENs according to the World Health Organization (WHO) with location- and functionality-based classifications. This overview may help clinicians and researchers in understanding current literature and could serve as a guide in the clinic as well as for writing future studies on NENs of the digestive tract. In this way, we aim for the universal use of terminology, thereby providing an efficient foundation for future NEN-related research. Show less
