TY - JOUR A1 - Vollmer, Andreas A1 - Vollmer, Michael A1 - Lang, Gernot A1 - Straub, Anton A1 - Kübler, Alexander A1 - Gubik, Sebastian A1 - Brands, Roman C. A1 - Hartmann, Stefan A1 - Saravi, Babak T1 - Automated assessment of radiographic bone loss in the posterior maxilla utilizing a multi-object detection artificial intelligence algorithm JF - Applied Sciences N2 - Periodontitis is one of the most prevalent diseases worldwide. The degree of radiographic bone loss can be used to assess the course of therapy or the severity of the disease. Since automated bone loss detection has many benefits, our goal was to develop a multi-object detection algorithm based on artificial intelligence that would be able to detect and quantify radiographic bone loss using standard two-dimensional radiographic images in the maxillary posterior region. This study was conducted by combining three recent online databases and validating the results using an external validation dataset from our organization. There were 1414 images for training and testing and 341 for external validation in the final dataset. We applied a Keypoint RCNN with a ResNet-50-FPN backbone network for both boundary box and keypoint detection. The intersection over union (IoU) and the object keypoint similarity (OKS) were used for model evaluation. The evaluation of the boundary box metrics showed a moderate overlapping with the ground truth, revealing an average precision of up to 0.758. The average precision and recall over all five folds were 0.694 and 0.611, respectively. Mean average precision and recall for the keypoint detection were 0.632 and 0.579, respectively. Despite only using a small and heterogeneous set of images for training, our results indicate that the algorithm is able to learn the objects of interest, although without sufficient accuracy due to the limited number of images and a large amount of information available in panoramic radiographs. Considering the widespread availability of panoramic radiographs as well as the increasing use of online databases, the presented model can be further improved in the future to facilitate its implementation in clinics. KW - radiographic bone loss KW - alveolar bone loss KW - maxillofacial surgery KW - deep learning KW - classification KW - artificial intelligence KW - object detection Y1 - 2023 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-305050 SN - 2076-3417 VL - 13 IS - 3 ER - TY - JOUR A1 - Mertens, Griet A1 - Andries, Ellen A1 - Kurz, Anja A1 - Tȧvora-Vieira, Dayse A1 - Calvino, Miryam A1 - Amann, Edda A1 - Anderson, Ilona A1 - Lorens, Artur T1 - Towards a consensus on an ICF-based classification system for horizontal sound-source localization JF - Journal of Personalized Medicine N2 - The study aimed to develop a consensus classification system for the reporting of sound localization testing results, especially in the field of cochlear implantation. Against the background of an overview of the wide variations present in localization testing procedures and reporting metrics, a novel classification system was proposed to report localization errors according to the widely accepted International Classification of Functioning, Disability and Health (ICF) framework. The obtained HEARRING_LOC_ICF scale includes the ICF graded scale: 0 (no impairment), 1 (mild impairment), 2 (moderate impairment), 3 (severe impairment), and 4 (complete impairment). Improvement of comparability of localization results across institutes, localization testing setups, and listeners was demonstrated by applying the classification system retrospectively to data obtained from cohorts of normal-hearing and cochlear implant listeners at our institutes. The application of our classification system will help to facilitate multi-center studies, as well as allowing better meta-analyses of data, resulting in improved evidence-based practice in the field. KW - sound localization KW - binaural hearing KW - cochlear implant KW - interaural level difference KW - interaural time difference KW - single-sided deafness KW - unilateral hearing loss KW - testing-method consensus KW - classification KW - ICF Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-297319 SN - 2075-4426 VL - 12 IS - 12 ER - TY - JOUR A1 - Huflage, Henner A1 - Fieber, Tabea A1 - Färber, Christian A1 - Knarr, Jonas A1 - Veldhoen, Simon A1 - Jordan, Martin C. A1 - Gilbert, Fabian A1 - Bley, Thorsten Alexander A1 - Meffert, Rainer H. A1 - Grunz, Jan-Peter A1 - Schmalzl, Jonas T1 - Interobserver reliability of scapula fracture classifications in intra- and extra-articular injury patterns JF - BMC Musculoskeletal Disorders N2 - Background Morphology and glenoid involvement determine the necessity of surgical management in scapula fractures. While being present in only a small share of patients with shoulder trauma, numerous classification systems have been in use over the years for categorization of scapula fractures. The purpose of this study was to evaluate the established AO/OTA classification in comparison to the classification system of Euler and Rüedi (ER) with regard to interobserver reliability and confidence in clinical practice. Methods Based on CT imaging, 149 patients with scapula fractures were retrospectively categorized by two trauma surgeons and two radiologists using the classification systems of ER and AO/OTA. To measure the interrater reliability, Fleiss kappa (κ) was calculated independently for both fracture classifications. Rater confidence was stated subjectively on a five-point scale and compared with Wilcoxon signed rank tests. Additionally, we computed the intraclass correlation coefficient (ICC) based on absolute agreement in a two-way random effects model to assess the diagnostic confidence agreement between observers. Results In scapula fractures involving the glenoid fossa, interrater reliability was substantial (κ = 0.722; 95% confidence interval [CI] 0.676–0.769) for the AO/OTA classification in contrast to moderate agreement (κ = 0.579; 95% CI 0.525–0.634) for the ER classification system. Diagnostic confidence for intra-articular fracture patterns was superior using the AO/OTA classification compared to ER (p < 0.001) with higher confidence agreement (ICC: 0.882 versus 0.831). For extra-articular fractures, ER (κ = 0.817; 95% CI 0.771–0.863) provided better interrater reliability compared to AO/OTA (κ = 0.734; 95% CI 0.692–0.776) with higher diagnostic confidence (p < 0.001) and superior agreement between confidence ratings (ICC: 0.881 versus 0.912). Conclusions The AO/OTA classification is most suitable to categorize intra-articular scapula fractures with glenoid involvement, whereas the classification system of Euler and Rüedi appears to be superior in extra-articular injury patterns with fractures involving only the scapula body, spine, acromion and coracoid process. KW - confidence KW - scapula KW - glenoid KW - fracture KW - classification KW - reliability Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-299795 VL - 23 IS - 1 ER - TY - JOUR A1 - Vollmer, Andreas A1 - Vollmer, Michael A1 - Lang, Gernot A1 - Straub, Anton A1 - Kübler, Alexander A1 - Gubik, Sebastian A1 - Brands, Roman C. A1 - Hartmann, Stefan A1 - Saravi, Babak T1 - Performance analysis of supervised machine learning algorithms for automatized radiographical classification of maxillary third molar impaction JF - Applied Sciences N2 - Background: Oro-antral communication (OAC) is a common complication following the extraction of upper molar teeth. The Archer and the Root Sinus (RS) systems can be used to classify impacted teeth in panoramic radiographs. The Archer classes B-D and the Root Sinus classes III, IV have been associated with an increased risk of OAC following tooth extraction in the upper molar region. In our previous study, we found that panoramic radiographs are not reliable for predicting OAC. This study aimed to (1) determine the feasibility of automating the classification (Archer/RS classes) of impacted teeth from panoramic radiographs, (2) determine the distribution of OAC stratified by classification system classes for the purposes of decision tree construction, and (3) determine the feasibility of automating the prediction of OAC utilizing the mentioned classification systems. Methods: We utilized multiple supervised pre-trained machine learning models (VGG16, ResNet50, Inceptionv3, EfficientNet, MobileNetV2), one custom-made convolutional neural network (CNN) model, and a Bag of Visual Words (BoVW) technique to evaluate the performance to predict the clinical classification systems RS and Archer from panoramic radiographs (Aim 1). We then used Chi-square Automatic Interaction Detectors (CHAID) to determine the distribution of OAC stratified by the Archer/RS classes to introduce a decision tree for simple use in clinics (Aim 2). Lastly, we tested the ability of a multilayer perceptron artificial neural network (MLP) and a radial basis function neural network (RBNN) to predict OAC based on the high-risk classes RS III, IV, and Archer B-D (Aim 3). Results: We achieved accuracies of up to 0.771 for EfficientNet and MobileNetV2 when examining the Archer classification. For the AUC, we obtained values of up to 0.902 for our custom-made CNN. In comparison, the detection of the RS classification achieved accuracies of up to 0.792 for the BoVW and an AUC of up to 0.716 for our custom-made CNN. Overall, the Archer classification was detected more reliably than the RS classification when considering all algorithms. CHAID predicted 77.4% correctness for the Archer classification and 81.4% for the RS classification. MLP (AUC: 0.590) and RBNN (AUC: 0.590) for the Archer classification as well as MLP 0.638) and RBNN (0.630) for the RS classification did not show sufficient predictive capability for OAC. Conclusions: The results reveal that impacted teeth can be classified using panoramic radiographs (best AUC: 0.902), and the classification systems can be stratified according to their relationship to OAC (81.4% correct for RS classification). However, the Archer and RS classes did not achieve satisfactory AUCs for predicting OAC (best AUC: 0.638). Additional research is needed to validate the results externally and to develop a reliable risk stratification tool based on the present findings. KW - oro-antral communication KW - oro-antral fistula KW - prediction KW - machine learning KW - teeth extraction KW - complications KW - classification KW - artificial intelligence Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-281662 SN - 2076-3417 VL - 12 IS - 13 ER - TY - JOUR A1 - Merkel, Helena A1 - Lindner, Dirk A1 - Gaber, Khaled A1 - Ziganshyna, Svitlana A1 - Jentzsch, Jennifer A1 - Mucha, Simone A1 - Gerhards, Thilo A1 - Sari, Sabine A1 - Stock, Annika A1 - Vothel, Felicitas A1 - Falter, Lea A1 - Quäschling, Ulf A1 - Hoffmann, Karl-Titus A1 - Meixensberger, Jürgen A1 - Halama, Dirk A1 - Richter, Cindy T1 - Standardized classification of cerebral vasospasm after subarachnoid hemorrhage by digital subtraction angiography JF - Journal of Clinical Medicine N2 - Background: During the last decade, cerebral vasospasm after aneurysmal subarachnoid hemorrhage (SAH) was a current research focus without a standardized classification in digital subtraction angiography (DSA). This study was performed to investigate a device-independent visual cerebral vasospasm classification for endovascular treatment. Methods: The analyses are DSA based rather than multimodal. Ten defined points of intracranial arteries were measured in 45 patients suffering from cerebral vasospasm after SAH at three time points (hospitalization, before spasmolysis, control after six months). Mathematical clustering of vessel diameters was performed to generate four objective grades for comparison. Six interventional neuroradiologists in two groups scored 237 DSAs after a new visual classification (grade 0–3) developed on a segmental pattern of vessel contraction. For the second group, a threshold-based criterion was amended. Results: The raters had a reproducibility of 68.4% in the first group and 75.2% in the second group. The complementary threshold-based criterion increased the reproducibility by about 6.8%, while the rating deviated more from the mathematical clustering in all grades. Conclusions: The proposed visual classification scheme of cerebral vasospasm is suitable as a standard grading procedure for endovascular treatment. There is no advantage of a threshold-based criterion that compensates for the effort involved. Automated vessel analysis is superior to compare inter-group results in research settings. KW - cerebral vasospasm KW - subarachnoid hemorrhage KW - classification KW - vessel diameter Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-270638 SN - 2077-0383 VL - 11 IS - 7 ER - TY - JOUR A1 - Evdokimov, Dimitar A1 - Dinkel, Philine A1 - Frank, Johanna A1 - Sommer, Claudia A1 - Üçeyler, Nurcan T1 - Characterization of dermal skin innervation in fibromyalgia syndrome JF - PLoS One N2 - Introduction We characterized dermal innervation in patients with fibromyalgia syndrome (FMS) as potential contribution to small fiber pathology. Methods Skin biopsies of the calf were collected (86 FMS patients, 35 healthy controls). Skin was immunoreacted with antibodies against protein gene product 9.5, calcitonine gene-related peptide, substance P, CD31, and neurofilament 200 for small fiber subtypes. We assessed two skin sections per patient; on each skin section, two dermal areas (150 x 700 mu m each) were investigated for dermal nerve fiber length (DNFL). Results In FMS patients we found reduced DNFL of fibers with vessel contact compared to healthy controls (p<0.05). There were no differences for the other nerve fiber subtypes. Discussion We found less dermal nerve fibers in contact with blood vessels in FMS patients than in controls. The pathophysiological relevance of this finding is unclear, but we suggest the possibility of a relationship with impaired thermal tolerance commonly reported by FMS patients. KW - nerve-fibers KW - cutaneous innervation KW - substance-P KW - pain KW - classification KW - reinnervation KW - expression KW - diagnosis KW - epidermis KW - criteria Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-229299 VL - 15 IS - 1 ER - TY - THES A1 - Wilde, Sabrina T1 - Einsatz von mechanistischen Biomarkern zur Charakterisierung und Bewertung von \(in\) \(vitro\) Genotoxinen T1 - Use of mechanistic biomarkers for the characterization and evaluation of \(in\) \(vitro\) genotoxins N2 - Die verfügbaren in vitro Genotoxizitätstests weisen hinsichtlich ihrer Spezifität und ihres Informationsgehalts zum vorliegenden Wirkmechanismus (Mode of Action, MoA) Einschränkungen auf. Um diese Mängel zu überwinden, wurden in dieser Arbeit zwei Ziele verfolgt, die zu der Entwicklung und Etablierung neuer in vitro Methoden zur Prüfung auf Genotoxizität in der Arzneimittelentwicklung beitragen. 1. Etablierung und Bewertung einer neuen in vitro Genotoxizitätsmethode (MultiFlow Methode) Die MultiFlow Methode basiert auf DNA-schadensassoziierten Proteinantworten von γH2AX (DNA-Doppelstrangbrüche), phosphorylierten H3 (S10) (mitotische Zellen), nukleären Protein p53 (Genotoxizität) und cleaved PARP1 (Apoptose) in TK6-Zellen. Insgesamt wurden 31 Modellsubstanzen mit dem MultiFlow Assay und ergänzend mit dem etablierten Mikrokerntest (MicroFlow MNT), auf ihre Fähigkeit verschiedene MoA-Gruppen (Aneugene/Klastogene/Nicht-Genotoxine) zu differenzieren, untersucht. Die Performance der „neuen“ gegenüber der „alten“ Methode führte zu einer verbesserten Sensitivität von 95% gegenüber 90%, Spezifität von 90% gegenüber 72% und einer MoA-Klassifizierungsrate von 85% gegenüber 45% (Aneugen vs. Klastogen). 2. Identifizierung mechanistischer Biomarker zur Klassifizierung genotoxischer Substanzen Die Analyse 67 ausgewählter DNA-schadensassoziierter Gene in der QuantiGene Plex Methode zeigte, dass mehrere Gene gleichzeitig zur MoA-Klassifizierung beitragen können. Die Kombination der höchstrangierten Marker BIK, KIF20A, TP53I3, DDB2 und OGG1 ermöglichte die beste Identifizierungsrate der Modellsubstanzen. Das synergetische Modell kategorisierte 16 von 16 Substanzen korrekt in Aneugene, Klastogene und Nicht-Genotoxine. Unter Verwendung der Leave-One-Out-Kreuzvalidierung wurde das Modell evaluiert und erreichte eine Sensitivität, Spezifität und Prädiktivität von 86%, 83% und 85%. Ergebnisse der traditionellen qPCR Methode zeigten, dass Genotoxizität mit TP53I3, Klastogenität mit ATR und RAD17 und oxidativer Stress mit NFE2L2 detektiert werden kann. Durch die Untersuchungen von posttranslationalen Modifikationen unter Verwendung der High-Content-Imaging-Technologie wurden mechanistische Assoziationen für BubR1 (S670) und pH3 (S28) mit Aneugenität, 53BP1 (S1778) und FANCD2 (S1404) mit Klastogenität, p53 (K373) mit Genotoxizität und Nrf2 (S40) mit oxidativem Stress identifiziert. Diese Arbeit zeigt, dass (Geno)toxine unterschiedliche Gen- und Proteinveränderungen in TK6-Zellen induzieren, die zur Erfassung mechanistischer Aktivitäten und Einteilung (geno)toxischer MoA-Gruppen (Aneugen/Klastogen/ Reaktive Sauerstoffspezies) eingesetzt werden können und daher eine bessere Risikobewertung von Wirkstoffkandidaten ermöglichen. N2 - Available in vitro genotoxicity tests have limitations regarding their specificity and mode of action (MoA) information. To overcome these shortages, two objectives were pursued in this work to develop and establish new in vitro tools for genotoxicity testing. 1. Establishment and evaluation of a novel in vitro genotoxicity method (MultiFlow method) The MultiFlow method is based on DNA damage-related protein responses of γH2AX (DNA double-strand breaks), phosphorylated H3 (S10) (mitotic cells), nuclear protein p53 (genotoxicity) and cleaved PARP1 (apoptosis) in TK6 cells. In total, 31 model substances were studied flow cytometrically in the MultiFlow assay - and also with the well-established micronucleus test (MicroFlow MNT) - for their ability to classify across MoA groups: aneugens, clastogens and non-genotoxicants. The performance of the new method resulted in an improved sensitivity of 95% to 90%, specificity of 90% to 72% and a MoA classification rate of 85% to 45% (aneugen vs. clastogen). 2. Identification of mechanistic biomarkers for the characterization of genotoxicants The analysis of 67 selected DNA-damage associated genes using the QuantiGene Plex method showed that a combinaten of genes can contribute to MoA classification. The combination of the highest-ranked markers (BIK, KIF20A, TP53I3, DDB2 and OGG1) highlighted the best identification rate of model substances. The synergistic statistic tool correctly categorized 16 of 16 substances into aneugens, clastogens and non-genotoxicants. By using leave-one out cross validation, the model was evaluated and achieved a sensitivity, specificity and predictivity of 86%, 83%, 85% respectively. Follow-up with qPCR was conducted and revealed associations with TP53I3 for genotoxicity, ATR and RAD17 for clastogenicity and NFE2L2 for oxidative stress. By investigating posttranslational modifications using high-content imaging, associations for BubR1 (S670) and pH3 (S28) with aneugenicity, 53BP1 (S1778) and FANCD2 (S1404) with clastogenicity, p53 (K373) with genotoxicity and Nrf2 (S40) with oxidative stress were found to be further useful for MoA identification. This work demonstrates that genotoxicants and non-genotoxicants induce different gene- and protein expression changes in the TK6 cells that can be used to classify the MoA groups (aneugen/clastogen/non-genotoxicant/reactive oxygen species), thus enabling better risk assessment of potential drug candidates. KW - Genotoxizität KW - Genotoxicitiy KW - Klastogene KW - Aneugene KW - Biomarker KW - Klassifizierung KW - clastogens KW - aneugens KW - biomarker KW - classification Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-182782 ER - TY - JOUR A1 - Gilbert, F. A1 - Eden, L. A1 - Meffert, R. A1 - Konietschke, F. A1 - Lotz, J. A1 - Bauer, L. A1 - Staab, W. T1 - Intra- and interobserver reliability of glenoid fracture classifications by Ideberg, Euler and AO JF - BMC Musculoskeletal Disorders N2 - Background: Representing 3%-5% of shoulder girdle injuries scapula fractures are rare. Furthermore, approximately 1% of scapula fractures are intraarticularfractures of the glenoid fossa. Because of uncertain fracture morphology and limited experience, the treatment of glenoid fossa fractures is difficult. The glenoid fracture classification by Ideberg (1984) and Euler (1996) is still commonly used in literature. In 2013 a new glenoid fracture classification was introduced by the AO. The purpose of this study was to examine the new AO classification in clinical practice in comparison with the classifications by Ideberg and Euler. Methods: In total CT images of 84 patients with glenoid fossa fractures from 2005 to 2018 were included. Parasagittal, paracoronary and axial reconstructions were examined according to the classifications of Ideberg, Euler and the AO by 3 investigators (orthopedic surgeon, radiologist, student of medicine) at three individual time settings. Inter- and intraobserver reliability of the three classification systems were ascertained by computing Inter- and Intraclass (ICCs) correlation coefficients using Spearman's rank correlation coefficient, 95%-confidence intervals as well as F-tests for correlation coefficients. Results: Inter- and intraobserver reliability for the AO classification showed a perspicuous coherence (R = 0.74 and R = 0.79). Low to moderate intraobserver reliability for Ideberg (R = 0.46) and Euler classification (R = 0.41) was found. Furthermore, data show a low Interobserver reliability for both Ideberg and Euler classification (R < 0.2). Both the Inter- and Intraclass reliability using AO is significantly higher than those using Ideberg and Euler (p < 0.05). Using the new AO classification, it was possible to find a proper class for every glenoid fossa fracture. On average, according to Euler classification 10 of 84 fractures were not classifiable whereas to Ideberg classification 21 of 84 fractures were not classifiable. Conclusion: The new AO classification system introduced 2013 facilitates reliable grading of glenoid fossa fractures with high inter- and intraobserver reliability in 84 patients using CT images. It should possibly be applied in order to enable a valid, reliable and consistent academic description of glenoid fossa fractures. The established classifications by Euler and Ideberg are not capable of providing a similar reliability. KW - classification KW - comparison KW - diagnosis KW - fracture KW - scapula Y1 - 2018 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-176482 VL - 19 IS - 89 ER - TY - JOUR A1 - Emser, Theresa S. A1 - Johnston, Blair A. A1 - Steele, J. Douglas A1 - Kooij, Sandra A1 - Thorell, Lisa A1 - Christiansen, Hanna T1 - Assessing ADHD symptoms in children and adults: evaluating the role of objective measures JF - Behavioral and Brain Functions N2 - Background: Diagnostic guidelines recommend using a variety of methods to assess and diagnose ADHD. Applying subjective measures always incorporates risks such as informant biases or large differences between ratings obtained from diverse sources. Furthermore, it has been demonstrated that ratings and tests seem to assess somewhat different constructs. The use of objective measures might thus yield valuable information for diagnosing ADHD. This study aims at evaluating the role of objective measures when trying to distinguish between individuals with ADHD and controls. Our sample consisted of children (n = 60) and adults (n = 76) diagnosed with ADHD and matched controls who completed self- and observer ratings as well as objective tasks. Diagnosis was primarily based on clinical interviews. A popular pattern recognition approach, support vector machines, was used to predict the diagnosis. Results: We observed relatively high accuracy of 79% (adults) and 78% (children) applying solely objective measures. Predicting an ADHD diagnosis using both subjective and objective measures exceeded the accuracy of objective measures for both adults (89.5%) and children (86.7%), with the subjective variables proving to be the most relevant. Conclusions: We argue that objective measures are more robust against rater bias and errors inherent in subjective measures and may be more replicable. Considering the high accuracy of objective measures only, we found in our study, we think that they should be incorporated in diagnostic procedures for assessing ADHD. KW - ADHD KW - support vector machines KW - classification KW - objective assessment KW - children/adults Y1 - 2018 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-175717 VL - 14 IS - 11 ER - TY - JOUR A1 - Benoit, Sandrine A1 - Goebeler, Matthias T1 - Mepacrine in recalcitrant cutaneous lupus erythematosus: old-fashioned or still useful? JF - Acta Dermato-Venereologica N2 - Treatment of recalcitrant cutaneous lupus erythematosus (CLE) is challenging. In situations where conventional treatment approaches fail mepacrine - an antimalarial/antiinfiammatory drug that has fallen into oblivion in the last decades might still be a promising option. We retrospectively analysed medical records of 10 patients with refractory CLE that were treated with mepacrine (100-200 mg/day) as mono- or combination therapy for various time intervals between 2001 and 2013 at the University Hospital Wurzburg. Mepacrine was generally well tolerated. Side effects were mild and usually resolved after reduction or cessation. Over 50% of the patients experienced amelioration of their symptoms despite a previously recalcitrant clinical course. Altogether, our data demonstrate that mepacrine still remains a useful and effective therapeutic option for otherwise treatment-resistant CLE. KW - classification KW - therapy KW - cutaneous lupus erythematosus KW - quinacrine KW - mepacrine KW - smoking Y1 - 2015 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-149181 VL - 95 ER - TY - JOUR A1 - Schroeder, Philipp A. A1 - Pfister, Roland T1 - Arbitrary numbers counter fair decisions: trails of markedness in card distribution JF - Frontiers in Psychology N2 - Converging evidence from controlled experiments suggests that the mere processing of a number and its attributes such as value or parity might affect free choice decisions between different actions. For example the spatial numerical associations of response codes (SNARC) effect indicates the magnitude of a digit to be associated with a spatial representation and might therefore affect spatial response choices (i.e., decisions between a "left" and a "right" option). At the same time, other (linguistic) features of a number such as parity are embedded into space and might likewise prime left or right responses through feature words [odd or even, respectively; markedness association of response codes (MARC) effect]. In this experiment we aimed at documenting such influences in a natural setting. We therefore assessed number space and parity space association effects by exposing participants to a fair distribution task in a card playing scenario. Participants drew cards, read out loud their number values, and announced their response choice, i.e., dealing it to a left vs. right player, indicated by Playmobil characters. Not only did participants prefer to deal more cards to the right player, the card's digits also affected response choices and led to a slightly but systematically unfair distribution, supported by a regular SNARC effect and counteracted by a reversed MARC effect. The experiment demonstrates the impact of SNARC- and MARC-like biases in free choice behavior through verbal and visual numerical information processing even in a setting with high external validity. KW - SNARC KW - right-oriented bias KW - space KW - habits KW - and justice for all KW - magnitude KW - line KW - SNARC effect KW - MARC effect KW - spatial numerical associations KW - mental representation KW - classification KW - asymmetry KW - embodied cognition KW - numerical cognition KW - linguistic markedness KW - free choice Y1 - 2015 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-143481 VL - 6 ER - TY - JOUR A1 - Gaiser, Timo A1 - Geissinger, Eva A1 - Schattenberg, Torsten A1 - Scharf, Hanns-Peter A1 - Dürken, Matthias A1 - Dinter, Dietmar A1 - Rosenwald, Andreas A1 - Marx, Alexander T1 - Case report: a unique pediatric case of a primary CD8 expressing ALK-1 positive anaplastic large cell lymphoma of skeletal muscle JF - Diagnostic Pathology N2 - Primary involvement of skeletal muscle is a very rare event in ALK-1 positive anaplastic large cell lymphoma (ALCL). We describe a case of a 10-year old boy presenting with a three week history of pain and a palpable firm swelling at the dorsal aspect of the left thigh. Histological examination of the lesion revealed a tumoral and diffuse polymorphic infiltration of the muscle by large lymphoid cells. Tumor cells displayed eccentric, lobulated "horse shoe" or "kidney-shape" nuclei. The cells showed immunohistochemical positivity for CD30, ALK-1, CD2, CD3, CD7, CD8, and Perforin. Fluorescence in situ hybridization analysis revealed a characteristic rearrangement of the ALK-1 gene in 2p23 leading to the diagnosis of ALK-1 positive ALCL. Chemotherapy according to the ALCL-99-NHL-BFM protocol was initiated and resulted in a complete remission after two cycles. This case illustrates the unusual presentation of a pediatric ALCL in soft tissue with a good response to chemotherapy. KW - pediatric lymphoma KW - psoas muscle KW - classification KW - translocation KW - features KW - gene KW - ALK-1 KW - anaplastic large cell lymphoma KW - CD30 Y1 - 2012 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-135381 VL - 7 IS - 38 ER - TY - JOUR A1 - van de Kerkhof, Noortje W. A. A1 - van der Heijden, Frank M. M. A. A1 - Schneider, Marc K. F. A1 - Pfuhlmann, Bruno A1 - Stöber, Gerald A1 - Egger, Jos I. M. A1 - Verhoeven, Willem M. A. T1 - Cycloid psychoses: Leonhard's descriptions revisited JF - European Journal of Psychiatry N2 - Background and Objectives: Cycloid psychoses are characterized by polymorphic symptomatology with intraphasic bipolarity, a remitting and recurrent course and favourable prognosis. Perris and Brocicington (P&B) described the first set of operational criteria that were partly incorporated in ICD-10. The present study investigates psychopathological profiles according to the P&B criteria and the original descriptions by Leonhard, both against the background of the criteria from the prevailing international classification systems. Methods: Eighty patients with psychotic disorders were recruited and assessed with various psychometric instruments at baseline and after six weeks of antipsychotic treatment in order to investigate the presence of cycloid psychoses according to Leonhard (LCP) and the effect of treatment with antipsychotics. The overlap between LCP and DSM-IV Brief Psychotic Disorder (BPD), ICD Acute Polymorphic Psychotic Disorder (APP) and P&B criteria was calculated. Results: Using P&B criteria and a symptom checklist adapted from the original descriptions by Leonhard, 14 and 12 cases of cycloid psychosis were identified respectively reflecting a prevalence of 15-18%. Small though significant concordance rates were found between LCP and both DSM-BPD and ICD-APP. Concordance between LCP and P&B criteria was also significant, but modest. Conclusions: This study demonstrates that LCP can be identified in a substantial number of patients with psychotic disorders. Cycloid psychoses are not adequately covered in current classification systems and criteria. Since they are demonstrated to have a specific psychopathological profile, relapsing course and favourable prognosis, it is advocated to include these psychoses in daily differential diagnostic procedures. KW - P300 KW - endogenous psychoses KW - follow-up KW - schizophrenia KW - disorder KW - classification KW - validity KW - family Y1 - 2012 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-134779 VL - 26 IS - 4 ER - TY - JOUR A1 - Gilbert, Fabian A1 - Böhm, Dirk A1 - Eden, Lars A1 - Schmalzl, Jonas A1 - Meffert, Rainer H. A1 - Köstler, Herbert A1 - Weng, Andreas M. A1 - Ziegler, Dirk T1 - Comparing the MRI-based Goutallier Classification to an experimental quantitative MR spectroscopic fat measurement of the supraspinatus muscle JF - BMC Musculoskeletal Disorders N2 - Background The Goutallier Classification is a semi quantitative classification system to determine the amount of fatty degeneration in rotator cuff muscles. Although initially proposed for axial computer tomography scans it is currently applied to magnet-resonance-imaging-scans. The role for its clinical use is controversial, as the reliability of the classification has been shown to be inconsistent. The purpose of this study was to compare the semi quantitative MRI-based Goutallier Classification applied by 5 different raters to experimental MR spectroscopic quantitative fat measurement in order to determine the correlation between this classification system and the true extent of fatty degeneration shown by spectroscopy. Methods MRI-scans of 42 patients with rotator cuff tears were examined by 5 shoulder surgeons and were graduated according to the MRI-based Goutallier Classification proposed by Fuchs et al. Additionally the fat/water ratio was measured with MR spectroscopy using the experimental SPLASH technique. The semi quantitative grading according to the Goutallier Classification was statistically correlated with the quantitative measured fat/water ratio using Spearman’s rank correlation. Results Statistical analysis of the data revealed only fair correlation of the Goutallier Classification system and the quantitative fat/water ratio with R = 0.35 (p < 0.05). By dichotomizing the scale the correlation was 0.72. The interobserver and intraobserver reliabilities were substantial with R = 0.62 and R = 0.74 (p < 0.01). Conclusion The correlation between the semi quantitative MRI based Goutallier Classification system and MR spectroscopic fat measurement is weak. As an adequate estimation of fatty degeneration based on standard MRI may not be possible, quantitative methods need to be considered in order to increase diagnostic safety and thus provide patients with ideal care in regard to the amount of fatty degeneration. Spectroscopic MR measurement may increase the accuracy of the Goutallier classification and thus improve the prediction of clinical results after rotator cuff repair. However, these techniques are currently only available in an experimental setting. KW - rotator cuff KW - MRI KW - spectroscopy KW - goutallier KW - classification KW - shoulder surgery Y1 - 2016 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-147788 VL - 17 IS - 355 ER - TY - JOUR A1 - Staiger, Christine A1 - Cadot, Sidney A1 - Kooter, Raul A1 - Dittrich, Marcus A1 - Müller, Tobias A1 - Klau, Gunnar W. A1 - Wessels, Lodewyk F. A. T1 - A Critical Evaluation of Network and Pathway-Based Classifiers for Outcome Prediction in Breast Cancer JF - PLoS One N2 - Recently, several classifiers that combine primary tumor data, like gene expression data, and secondary data sources, such as protein-protein interaction networks, have been proposed for predicting outcome in breast cancer. In these approaches, new composite features are typically constructed by aggregating the expression levels of several genes. The secondary data sources are employed to guide this aggregation. Although many studies claim that these approaches improve classification performance over single genes classifiers, the gain in performance is difficult to assess. This stems mainly from the fact that different breast cancer data sets and validation procedures are employed to assess the performance. Here we address these issues by employing a large cohort of six breast cancer data sets as benchmark set and by performing an unbiased evaluation of the classification accuracies of the different approaches. Contrary to previous claims, we find that composite feature classifiers do not outperform simple single genes classifiers. We investigate the effect of (1) the number of selected features; (2) the specific gene set from which features are selected; (3) the size of the training set and (4) the heterogeneity of the data set on the performance of composite feature and single genes classifiers. Strikingly, we find that randomization of secondary data sources, which destroys all biological information in these sources, does not result in a deterioration in performance of composite feature classifiers. Finally, we show that when a proper correction for gene set size is performed, the stability of single genes sets is similar to the stability of composite feature sets. Based on these results there is currently no reason to prefer prognostic classifiers based on composite features over single genes classifiers for predicting outcome in breast cancer. KW - modules KW - protein-interaction networks KW - expression signature KW - classification KW - set KW - metastasis KW - stability KW - survival KW - database KW - markers Y1 - 2012 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-131323 VL - 7 IS - 4 ER - TY - JOUR A1 - Federico, Stephanie A1 - Redenti, Sara A1 - Sturlese, Mattia A1 - Ciancetta, Antonella A1 - Kachler, Sonja A1 - Klotz, Karl-Norbert A1 - Cacciari, Barbara A1 - Moro, Stefano A1 - Spalluto, Giampiero T1 - The Influence of the 1-(3-Trifluoromethyl-Benzyl)-1H-Pyrazole-4-yl Moiety on the Adenosine Receptors Affinity Profile of Pyrazolo[4,3-e][1,2,4]Triazolo[1,5-c]Pyrimidine Derivatives JF - PLoS One N2 - A new series of pyrazolo[4,3-e][1,2,4]triazolo[1,5-c]pyrimidine (PTP) derivatives has been developed in order to explore their affinity and selectivity profile at the four adenosine receptor subtypes. In particular, the PTP scaffold was conjugated at the C2 position with the 1-(3-trifluoromethyl-benzyl)-1H-pyrazole, a group believed to confer potency and selectivity toward the human (h) A\(_{2B}\) adenosine receptor (AR) to the xanthine ligand 8-(1-(3-(trifluoromethyl) benzyl)-1H-pyrazol-4-yl)-1,3-dimethyl-1H-purine-2,6(3H, 7H)-dione (CVT 6975). Interestingly, the synthesized compounds turned out to be inactive at the hA\(_{2B}\) AR but they displayed affinity at the hA\(_3\) AR in the nanomolar range. The best compound of the series (6) shows both high affinity (hA\(_3\) AR K\(_i\) = 11 nM) and selectivity (A\(_1\)/A\(_3\) and A\(_{2A}\)/A\(_3\) > 9090; A\(_{2B}\)/A\(_3\) > 909) at the hA\(_3\) AR. To better rationalize these results, a molecular docking study on the four AR subtypes was performed for all the synthesized compounds. In addition, CTV 6975 and two close analogues have been subjected to the same molecular docking protocol to investigate the role of the 1-(3-trifluoromethyl-benzyl)-1H-pyrazole on the binding at the four ARs. KW - drug KW - human A(3) KW - protein-coupled receptors KW - classification KW - subtypes KW - potent KW - antagonists KW - mast cells KW - targets KW - A(2B) receptors KW - international union Y1 - 2015 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-137133 VL - 10 IS - 12 ER - TY - JOUR A1 - Zahnleiter, Diana A1 - Uebe, Steffen A1 - Ekici, Arif B. A1 - Hoyer, Juliane A1 - Wiesener, Antje A1 - Wieczorek, Dagmar A1 - Kunstmann, Erdmute A1 - Reis, André A1 - Doerr, Helmuth-Guenther A1 - Rauch, Anita A1 - Thiel, Christian T. T1 - Rare Copy Number Variants Are a Common Cause of Short Stature JF - PLoS Genetics N2 - Human growth has an estimated heritability of about 80%-90%. Nevertheless, the underlying cause of shortness of stature remains unknown in the majority of individuals. Genome-wide association studies (GWAS) showed that both common single nucleotide polymorphisms and copy number variants (CNVs) contribute to height variation under a polygenic model, although explaining only a small fraction of overall genetic variability in the general population. Under the hypothesis that severe forms of growth retardation might also be caused by major gene effects, we searched for rare CNVs in 200 families, 92 sporadic and 108 familial, with idiopathic short stature compared to 820 control individuals. Although similar in number, patients had overall significantly larger CNVs \((p-value <1 x 10^{-7})\). In a gene-based analysis of all non-polymorphic CNVs >50 kb for gene function, tissue expression, and murine knock-out phenotypes, we identified 10 duplications and 10 deletions ranging in size from 109 kb to 14 Mb, of which 7 were de novo (p < 0.03) and 13 inherited from the likewise affected parent but absent in controls. Patients with these likely disease causing 20 CNVs were smaller than the remaining group (p < 0.01). Eleven (55%) of these CNVs either overlapped with known microaberration syndromes associated with short stature or contained GWAS loci for height. Haploinsufficiency (HI) score and further expression profiling suggested dosage sensitivity of major growth-related genes at these loci. Overall 10% of patients carried a disease-causing CNV indicating that, like in neurodevelopmental disorders, rare CNVs are a frequent cause of severe growth retardation. KW - genetic skeletal disorders KW - microdeletion syndrome KW - mental retardation KW - growth failure KW - deletion KW - classification KW - association KW - mutations KW - genome KW - abnormalities Y1 - 2013 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-127645 SN - 1553-7404 VL - 9 IS - 3 ER - TY - JOUR A1 - Ullmann, Tobias A1 - Schmitt, Andreas A1 - Roth, Achim A1 - Duffe, Jason A1 - Dech, Stefan A1 - Hubberten, Hans-Wolfgang A1 - Baumhauer, Roland T1 - Land Cover Characterization and Classification of Arctic Tundra Environments by Means of Polarized Synthetic Aperture X- and C-Band Radar (PolSAR) and Landsat 8 Multispectral Imagery — Richards Island, Canada N2 - In this work the potential of polarimetric Synthetic Aperture Radar (PolSAR) data of dual-polarized TerraSAR-X (HH/VV) and quad-polarized Radarsat-2 was examined in combination with multispectral Landsat 8 data for unsupervised and supervised classification of tundra land cover types of Richards Island, Canada. The classification accuracies as well as the backscatter and reflectance characteristics were analyzed using reference data collected during three field work campaigns and include in situ data and high resolution airborne photography. The optical data offered an acceptable initial accuracy for the land cover classification. The overall accuracy was increased by the combination of PolSAR and optical data and was up to 71% for unsupervised (Landsat 8 and TerraSAR-X) and up to 87% for supervised classification (Landsat 8 and Radarsat-2) for five tundra land cover types. The decomposition features of the dual and quad-polarized data showed a high sensitivity for the non-vegetated substrate (dominant surface scattering) and wetland vegetation (dominant double bounce and volume scattering). These classes had high potential to be automatically detected with unsupervised classification techniques. KW - radar KW - arctic KW - tundra KW - land cover KW - classification KW - polarimetry KW - PolSAR KW - SAR KW - TerraSAR-X KW - Radarsat-2 Y1 - 2014 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-113303 ER - TY - JOUR A1 - Gottschlich, Günter A1 - Drenckhahn, Detlev T1 - Iconography of the Genus Hieracium in central Europe - Part 1: General Description and Morphotypes N2 - The genus Hieracium comprises more than one thousand sexual and apomictic species in Europe, with numerous intermediates and microspecies. Only a small fraction of the members of the genus Hieracium has been illustrated or photo-documented in the literature. Since many of these publications are difficult to obtain, only a few specialists are familiar with most of the species and subspecies described in the literature. In order to overcome this problem and encourage geobotanical research on the genus Hieracium, we decided to edit an iconography of central and southern European Hieracia in an electronical journal (Forum geobotanicum) with free international access through the internet. Part I of this endeavour contains descriptions and photographs of the morphological spectrum of the genus Hieracium. Here, we categorize the genus into 15 basic morphotypes. These types conform partly to the sections and subsections of the genus Hieracium, but are in some cases informal and may even include members of different sections. Classification of morphotypes is considered helpful to obtain a first rough picture of an unknown species that then can be traced to the species and subspecies level by using keys or, after completion of this iconography, simply by screening the relevant images. One particularly novel aspect of the present endeavour will be the regular inclusion of magnified images and scanning electron micrographs. KW - Habichtskraut KW - Hieracium KW - iconography KW - classification KW - scanning electron micrographs Y1 - 2005 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-35363 ER - TY - THES A1 - Engelmann, Julia Cathérine T1 - DNA microarrays: applications and novel approaches for analysis and interpretation T1 - DNA Mikroarrays: Anwendungen und neue Ansätze für die Analyse und Interpretation N2 - In der vorliegenden Dissertation wird die Entwicklung eines phylogenetischen DNA Microarrays, die Analyse von mehreren Microarray-Genexpressionsdatensätzen und neue Ansätze für die Datenanalyse und Interpretation der Ergebnisse vorgestellt. Die Entwicklung und Analyse der Daten eines phylogenetischen DNA Microarrays wird in der ersten Publikation dargestellt. Ich konnte zeigen, dass die Spezies-Detektion mit phylogenetischen Microarrays durch die Datenanalyse mit einem linearen Regressionsansatz signifikant verbessert werden kann. Standard-Methoden haben bislang nur Signalintensitäten betrachtet und eine Spezies als an- oder abwesend bezeichnet, wenn die Signalintensität ihres Messpunktes oberhalb eines willkürlich gesetzten Schwellenwertes lag. Dieses Verfahren ist allerdings aufgrund von Kreuz-Hybridisierungen nicht auf sehr nah verwandte Spezies mit hoher Sequenzidentität anwendbar. Durch die Modellierung des Hybridisierungs und Kreuz-Hybridisierungsverhaltens mit einem linearen Regressionsmodell konnte ich zeigen, dass Spezies mit einer Sequenzähnlichkeit von 97% im Markergen immer noch unterschieden werden können. Ein weiterer Vorteil der Modellierung ist, dass auch Mischungen verschiedener Spezies zuverlässig vorhergesagt werden können. Theoretisch sind auch quantitative Vorhersagen mit diesem Modell möglich. Um die großen Datenmengen, die in öffentlichen Microarray-Datenbanken abgelegt sind besser nutzen zu können, bieten sich Meta-Analysen an. In der zweiten Publikation wird eine explorative Meta-Analyse auf Arabidopsis thaliana-Datensätzen vorgestellt. Mit der Analyse verschiedener Datensätze, die den Einfluss von Pflanzenhormonen, Pathogenen oder verschiedenen Mutationen auf die Genexpression untersucht haben, konnten die Datensätze anhand ihrer Genexpressionsprofile in drei große Gruppen eingeordnet werden: Experimente mit Indol-3-Essigsäure (IAA), mit Pathogenen und andere Experimente. Gene, die charakteristisch für die Gruppe der IAA-Datensätze beziehungsweise für die Gruppe der Pathogen-Datensätze sind, wurden näher betrachtet. Diese Gene hatten Funktionen, die bereits mit Pathogenbefall bzw. dem Einfluss von IAA in Verbindung gebracht wurden. Außerdem wurden Hypothesen über die Funktionen von bislang nicht annotierten Genen aufgestellt. In dieser Arbeit werden auch Primäranalysen von einzelnen Arabidopsis thaliana Genexpressions-Datensätzen vorgestellt. In der dritten Publikation wird ein Experiment beschrieben, das durchgeführt wurde um herauszufinden ob Mikrowellen-Strahlung einen Einfluss auf die Genexpression einer Zellkultur hat. Dazu wurden explorative Analysemethoden angewendet. Es wurden geringe aber signifikante Veränderungen in einer sehr kleinen Anzahl von Genen beobachtet, die experimentell bestätigt werden konnten. Die Funktionen der regulierten Gene und eine Meta-Analyse mit öffentlich zugänglichen Datensätzen einer Datenbank deuten darauf hin, dass die pflanzliche Zellkultur die Strahlung als eine Art Energiequelle ähnlich dem Licht wahrnimmt. Des weiteren wird in der vierten Publikation die funktionelle Analyse eines Arabidopsis thaliana Genexpressionsdatensatzes beschrieben. Die Analyse der Genexpressions eines pflanzlichen Tumores zeigte, dass er seinen Stoffwechsel von aerob und auxotroph auf anaerob und heterotroph umstellt. Gene der Photosynthese werden im Tumorgewebe reprimiert, Gene des Aminosäure- und Fettstoffwechsels, der Zellwand und Transportkanäle werden so reguliert, dass Wachstum und Entwicklung des Tumors gefördert werden. In der fünften Publikation in dieser Arbeit wird GEPAT (Genome Expression Pathway Analysis Tool) beschrieben. Es besteht aus einer Internet- Anwendung und einer Datenbank, die das einfache Hochladen von Datensätzen in die Datenbank und viele Möglichkeiten der Datenanalyse und die Integration anderer Datentypen erlaubt. In den folgenden zwei Publikationen (Publikation 6 und Publikation 7) wird GEPAT auf humane Microarray-Datensätze angewendet um Genexpressionsdaten mit weiteren Datentypen zu verknüpfen. Genexpressionsdaten und Daten aus vergleichender Genom-Hybridisierung (CGH) von primären Tumoren von 71 Mantel-Zell-Lymphom (MCL) Patienten ermöglichte die Ermittlung eines Prädiktors, der die Vorhersage der Überlebensdauer von Patienten gegenüber herkömmlichen Methoden verbessert. Die Analyse der CGH Daten zeigte, dass auch diese für die Vorhersage der Überlebensdauer geeignet sind. Für den Datensatz von Patienten mit großzellig diffusem B-Zell-Lymphom DLBCL konnte aus den Genexpressionsdaten ebenfalls ein neuer Prädiktor vorgeschlagen werden. Mit den zwischen lang und kurz überlebenden Patienten differentiell exprimierten Genen der MCL Patienten und mit den Genen, die zwischen den beiden Untergruppen von DLBCL reguliert sind, wurden Interaktionsnetzwerke gebildet. Diese zeigen, dass bei beiden Krebstypen Gene des Zellzyklus und der Proliferation zwischen Patienten mit kurzer und langer Überlebensdauer unterschiedlich reguliert sind. N2 - In this thesis, the development of a phylogenetic DNA microarray, the analysis of several gene expression microarray datasets and new approaches for improved data analysis and interpretation are described. In the first publication, the development and analysis of a phylogenetic microarray is presented. I could show that species detection with phylogenetic DNA microarrays can be significantly improved when the microarray data is analyzed with a linear regression modeling approach. Standard methods have so far relied on pure signal intensities of the array spots and a simple cutoff criterion was applied to call a species present or absent. This procedure is not applicable to very closely related species with high sequence similarity because cross-hybridization of non-target DNA renders species detection impossible based on signal intensities alone. By modeling hybridization and cross-hybridization with linear regression, as I have presented in this thesis, even species with a sequence similarity of 97% in the marker gene can be detected and distinguished from related species. Another advantage of the modeling approach over existing methods is that the model also performs well on mixtures of different species. In principle, also quantitative predictions can be made. To make better use of the large amounts of microarray data stored in public databases, meta-analysis approaches need to be developed. In the second publication, an explorative meta-analysis exemplified on Arabidopsis thaliana gene expression datasets is presented. Integrating datasets studying effects such as the influence of plant hormones, pathogens and different mutations on gene expression levels, clusters of similarly treated datasets could be found. From the clusters of pathogen-treated and indole-3-acetic acid (IAA) treated datasets, representative genes were selected which pointed to functions which had been associated with pathogen attack or IAA effects previously. Additionally, hypotheses about the functions of so far uncharacterized genes could be set up. Thus, this kind of meta-analysis could be used to propose gene functions and their regulation under different conditions. In this work, also primary data analysis of Arabidopsis thaliana datasets is presented. In the third publication, an experiment which was conducted to find out if microwave irradiation has an effect on the gene expression of a plant cell culture is described. During the first steps, the data analysis was carried out blinded and exploratory analysis methods were applied to find out if the irradiation had an effect on gene expression of plant cells. Small but statistically significant changes in a few genes were found and could be experimentally confirmed. From the functions of the regulated genes and a meta-analysis with publicly available microarray data, it could be suspected that the plant cell culture somehow perceived the irradiation as energy, similar to perceiving light rays. The fourth publication describes the functional analysis of another Arabidopsis thaliana gene expression dataset. The gene expression data of the plant tumor dataset pointed to a switch from a mainly aerobic, auxotrophic to an anaerobic and heterotrophic metabolism in the plant tumor. Genes involved in photosynthesis were found to be repressed in tumors; genes of amino acid and lipid metabolism, cell wall and solute transporters were regulated in a way that sustains tumor growth and development. Furthermore, in the fifth publication, GEPAT (Genome Expression Pathway Analysis Tool), a tool for the analysis and integration of microarray data with other data types, is described. It consists of a web application and database which allows comfortable data upload and data analysis. In later chapters of this thesis (publication 6 and publication 7), GEPAT is used to analyze human microarray datasets and to integrate results from gene expression analysis with other datatypes. Gene expression and comparative genomic hybridization data from 71 Mantle Cell Lymphoma (MCL) patients was analyzed and allowed proposing a seven gene predictor which facilitates survival predictions for patients compared to existing predictors. In this study, it was shown that CGH data can be used for survival predictions. For the dataset of Diffuse Large B-cell lymphoma (DLBCL) patients, an improved survival predictor could be found based on the gene expression data. From the genes differentially expressed between long and short surviving MCL patients as well as for regulated genes of DLBCL patients, interaction networks could be set up. They point to differences in regulation for cell cycle and proliferation genes between patients with good and bad prognosis. KW - Microarray KW - Differentielle Genexpression KW - Genexpression KW - Statistische Analyse KW - Cluster-Analyse KW - Datenanalyse KW - Explorative Datenanalyse KW - Non-Hodgkin-Lymphom KW - B-Zell-Lymphom KW - Metabolom KW - Tumorklassifikation KW - Tumor KW - Krebs KW - Schmalwa KW - phylogenetische Arrays KW - Interaktionsnetzwerke KW - lineare Regression KW - DNA microarray KW - gene expression KW - statistical analysis KW - clustering KW - classification KW - interaction networks Y1 - 2008 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-29747 ER - TY - THES A1 - Kieslich, Christian T1 - Numerische Chromosomen-Aberrationen im Carcinoma ductale in situ der Mamma unter besonderer Berücksichtigung neuerer Klassifikationen T1 - Numerical chromosomal aberrations in ductal carcinoma in situ of the female breast considering new classification systems N2 - Das duktale Carcinoma in situ (DCIS) der Mamma stellt eine Neoplasie mit sowohl heterogener Morphologie als auch variierendem biologischen Verhaltens dar. Dies führte in der Vergangenheit zur Etablierung zahlreicher pathohistologischer Klassifikationssysteme mit dem Ziel, das Risiko einer malignen Transformation in ein invasives Carcinom und die Wahrscheinlichkeit eines Lokalrezidivs nach Tumorektomie anhand histologischer Kriterien abzuschätzen. Zur Untersuchung solcher Klassifikationsparameter auf ihre Wichtigkeit sollte der genetische Hintergrund am Beispiel der chromosomalen Trisomie untersucht werden und mit diesen korreliert werden. Die Ergebnisse einer DNA-in situ-Hybridisierung an Paraffin-Material mit spezifischen Proben für die Chromosomen 1, 7, 8 und 18 zeigen, daß Trisomien in dieser Neoplasie ein häufiges Ereignis darstellen (56 Prozent aller Fälle) und daß diese mit den histologischen Parametern der Nekrose und einem hohen Kernatypiegrad korrelieren. Dieser Befund wird durch die Tatsache untermauert, daß solche Beziehungen sogar im gleichen Tumor gefunden werden, wenn dieser eine heterogene Morphologie aufwies. So läßt sich die große Bedeutung der Klassifikationsparameter Nekrose und Kern-Atypie auch durch die Ergebnisse der vorliegenden Arbeit unterstreichen. Eine Trisomie des Chromosoms 18 konnte nur in Fällen von einer Koinzidenz mit mikroinvasiven Herden detektiert werden. Dies deckt sich mit sämtlichen Angaben der Literatur, bei denen eine Trisomie 18 nie bei streng intraduktalem DCIS, sondern nur bei mikroinvasiven oder invasiven Mamma-Karzinomen gefunden wurde. Folglich wäre es wichtig, mit weiteren Untersuchungen die Bedeutung dieser Aberration im Invasionsgeschehen und in der Diagnosestellung einer Mikroinvasion des DCIS zu analysieren. N2 - Ductal carcinomata in situ (DCIS) of the female breast are heterogeneous in respect to their morphology and biology. Due to the local transition of some DCIS into invasive carcinoma, DCIS provides a suitable model to correlate morphologic features with genetic events underlying this malignant transformation. A possible relationship between histological and biological classification parameters of DCIS and the incidence of numerical chromosomal aberrations has been analyzed. Paraffin sections were investigated by in-situ-hybridization using specific DNA probes for chromosome 1,7, 8 and 18. Aneusomy was present in 56 per cent of DCIS and absent in the normal breast tissues. No correlation between aneusomy and growth pattern (comedo, clinging, cribriform, papillary, apocrine or intracystic) was observed. However, aneusomy was significantly associated with high nuclear grade, the presence of comedo-necrosis and microinvasion. Aneusomy 18 occured exclusively in 3 of 5 cases with microinvasive carcinoma and only in combination with trisomy 1, 7 and 8. This may argue for an involvement of aneusomy 18 in the transition from benign to malignant breast neoplasm. In new classification systems of DCIS the histological parameters necrosis and high nuclear grade were favored because of their clinical relevance. The present data support these findings as were able to link these histological parameters with cytogenetic events. KW - DCIS KW - Trisomie KW - in-situ-Hybridisierung KW - Klassifikation KW - Pathohistologie KW - Brustkrebs KW - DCIS KW - trisomy KW - aneusomy KW - in-situ-hybridization KW - classification KW - pathohistology KW - breast cancer Y1 - 2000 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-1180443 ER - TY - THES A1 - Hennig, Gabriele T1 - Die suprakondyläre Humerusfraktur im Kindesalter T1 - Supracondylar humerus fracture in childhood N2 - Knöcherne Verletzungen am Ellenbogen stehen bei Kindern und Jugendlichen nach Unterarm-, Unterschenkel- und Schlüsselbeinbrüchen an vierter Stelle. Von diesen ist die suprakondyläre Humerusfraktur mit ca. 60 Prozent (50 Prozent - 70 Prozent) die häufigste Fraktur. Bedeutend ist sie, weil es sich um eine gelenknahe Fraktur handelt, deren exakte Reposition und Fixation schwierig ist und Wachstumsfugen nicht tangiert werden dürfen. Es treten auch relativ häufig Nerven- und Gefäßläsionen, Gelenkfehlstellungen und Bewegungseinschränkungen sowie der Cubitus varus auf, die immer wieder erneut Anlaß zu Diskussionen über neue, verbesserte Therapiemaßnahmen geben. Das Bestreben, Komplikationen zu vermindern, hat in der Vergangenheit zu einer Vielzahl von Therapiemaßnahmen geführt. Erst 1998 einigte sich die Arbeitsgemeinschaft Kindertraumatologie der Deutschen Gesellschaft für Unfallchirurgie auf eine einheitliche Klassifikation der Frakturen, die im Vergleich zu den früher gebräuchlichen Klassifikationen, die Rotationsstellung, den wichtigsten Grund für die Entstehung für Fehlstellungen, mit berücksichtigt. Es wurden auch, nach der Auswertung einer retrospektiven deutschlandweiten Sammelstudie, Therapieempfehlungen nach Dislokations- und Rotationsgrad der neuen Klassifikation herausgegeben. Leider konnte man sich immer noch nicht auf einheitliche Bewertungskriterien einigen. In der Universitätsklinik Würzburg wurde bereits in den Jahren 1986 bis 1996 im weitesten Sinne nach diesen Richtlinien therapiert, da man frühzeitig die Bedeutung des Rotationsfehlers erkannt hatte. Im Allgemeinen Teil wird auf die speziellen Grundlagen eingegangen, die Besonderheiten der Ellenbogenregion und des wachsenden Skeletts erläutert, um das Entstehen der verschiedenen Komplikationen zu verdeutlichen. Der Spezielle Teil stellt die Auswertung der nachuntersuchten 80 von 136 Patienten, die von 1986 bis 1996 in der kinderchirurgischen Abteilung der Universität Würzburg behandelt wurden, von den allgemeinen Daten über die Klassifikationen, Therapiemethoden und Komplikationen detailliert dar. An Behandlungsmethoden kamen zwei konservative (Blount und Gips), die perkutane gekreuzte Kirschner-Draht-Osteosynsthese und die offene Reposition als Therapiemethoden zum Einsatz. Die perkutane Kirschner-Draht-Osteosynthese erzielte mit 94 Prozent Ideale und Gute Ergebnisse in der Bewertung nach Morger. Bei den konservativen Therapien wurden 80 Prozent mit ideal und gut bewertet. Das Ergebnis der offenen Repositionen lag mit 83 Prozent auch noch weit über dem deutschlandweiten Durchschnitt von 56 Prozent der Idealen Ergebnissen. Die größere Anzahl an schwierigen Fällen führten auch zu dem Auftreten einer relativ hohen Anzahl primärer Komplikationen wie Nerven- (22,5 Prozent) und Gefäßläsionen (5 Prozent), die jedoch fast alle innerhalb kurzer Zeit folgenlos ausheilten. In unserem Patientengut hatten fünf Patienten (6,25 Prozent) einen Cubitus varus. Schwerwiegende Komplikationen wie die Volkmann´sche Kontraktur traten nicht auf. In der Diskussion werden die eigenen Ergebnisse in Bezug zur deutschland-weiten Sammelstudie, zu Vorgängerarbeiten (Fälle von 1975 – 1985 und 1964 – 1974) und weiteren aktuellen Veröffentlichungen gebracht. N2 - Fractures of the elbow among children and adolescents take fourth position after fractures of the forearm, lower leg and collarbone. At around 60 per cent (50 per cent - 70 per cent) of all elbow fractures supracondylar fractures are the most common. This kind of fracture is significant as exact reposition and fixation is difficult without injuring the growth joints. It is relatively often also associated with injury to the nerves and vessels, defective joint positions as well as loss of movement or cubitus varus, something which repeatedly renews the debate about new improved therapy methods. Efforts in the past to minimise complications have resulted in a large number of therapies. It was only in 1998 that the Arbeitsgemeinschaft Kindertraumatologie der Deutschen Gesellschaft für Unfallchirurgie (Association of Paediatric Traumatology of the German Society for Accident Surgery) agreed on a standardised classification of fractures which, compared with previous classifications, also took rotation into consideration, the main reason for the occurrence of defective positions. Following the analysis of a retrospective collective study performed throughout Germany, therapy recommendations were also issued according to the degree of dislocation and rotation of the new classification. Unfortunately it has still not been possible to agree on uniform criteria for evaluation. Between 1986 and 1996 treatment was already carried out at the University Hospital of Würzburg in general terms according to these guidelines as the significance of the rotation defect had been recognised early on. The general section considers the specific principles, the special features of the elbow region and the growing bone to clarify how the various complications come about. The second section provides a detailed evaluation for 80 of 136 patients who attended the paediatric surgery department of the University of Würzburg for treatment between 1986 and 1996, ranging from general data through classifications, therapy methods to complications. This involved the use of two conservative treatment methods (Blount and plaster), percutaneous crossed Kirschner's wire osteosynthesis and open reposition. In 94 per cent of cases ideal and good results were seen for percutaneous Kirschner's wire osteosynthesis in Morger's evaluation. The conservative therapies were awarded the ratings ideal and good in 80 per cent of cases. At 83 per cent the result for open reposition was also well above the German average of 56 per cent for ideal results. The large number of difficult cases also resulted in a relatively high level of primary complications such as injury to nerves (22.5 per cent) and vessels (5 per cent), which nonetheless healed with no further consequences in virtually all cases. Among our patient population five patients (6.25 per cent) experienced cubitus varus. Serious complications such as Volkmann's contracture did not occur. In the discussion our own results are compared with a collective study performed throughout Germany, previous results obtained at our clinic (cases between 1975 – 1985 and 1964 – 1974) as well as other up-to-date publications. KW - Suprakondyläre Humerus Fraktur KW - Ellenbogen KW - Kind KW - Retrospektive Studie KW - Behandlungsmethoden KW - Klassifikation KW - Komplikationen KW - Nachuntersuchung KW - supracondylar humerus fracture KW - ellbow KW - childhood KW - retrospective study KW - treatment KW - classification KW - complications KW - follow-up KW - outcome Y1 - 2001 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-1181873 ER -