TY - JOUR A1 - Kleinpeter, Erich A1 - Heydenreich, Matthias A1 - Shainyan, Bagrat A. T1 - At the experimental limit of the NMR conformational analysis BT - Si-29 and C-13 NMR study of the conformational equilibrium of 1-phenyl-1-tert-butylsilacyclohexane JF - Organic letters N2 - The low temperature (95 K) NMR study of 1-Ph-1-t-Bu-silacyclohexane (1) showed the conformational equilibrium to be extremely one-sided toward thePh(ax),t-Bueq conformer. The barrier to interconversion has been measured (4.2-4.6 kcal/mol) and the conformational equilibrium [Delta nu = 1990.64 ppm (Si-29), 618.9 ppm (C-13), 1-Ph-ax:1-Pheq = (95.6-96.6%):(3.4-4.4%), K = 25 +/- 3, Delta G degrees = -RT ln K = 0.58-0.63 kcal/mol] analyzed. The assignment and quantification of the NMR signals is supported by MP2 and DFT calculations. Y1 - 2021 U6 - https://doi.org/10.1021/acs.orglett.0c03878 SN - 1523-7060 SN - 1523-7052 VL - 23 IS - 2 SP - 405 EP - 409 PB - American Chemical Society CY - Washington ER - TY - JOUR A1 - Kahl, Sandra A1 - Kappel, Christian A1 - Joshi, Jasmin Radha A1 - Lenhard, Michael T1 - Phylogeography of a widely distributed plant species reveals cryptic genetic lineages with parallel phenotypic responses to warming and drought conditions JF - Ecology and Evolution N2 - To predict how widely distributed species will perform under future climate change, it is crucial to understand and reveal their underlying phylogenetics. However, detailed information about plant adaptation and its genetic basis and history remains scarce and especially widely distributed species receive little attention despite their putatively high adaptability. To examine the adaptation potential of a widely distributed species, we sampled the model plant Silene vulgaris across Europe. In a greenhouse experiment, we exposed the offspring of these populations to a climate change scenario for central Europe and revealed the population structure through whole-genome sequencing. Plants were grown under two temperatures (18°C and 21°C) and three precipitation regimes (65, 75, and 90 mm) to measure their response in biomass and fecundity-related traits. To reveal the population genetic structure, ddRAD sequencing was employed for a whole-genome approach. We found three major genetic clusters in S. vulgaris from Europe: one cluster comprising Southern European populations, one cluster of Western European populations, and another cluster containing central European populations. Population genetic diversity decreased with increasing latitude, and a Mantel test revealed significant correlations between FST and geographic distances as well as between genetic and environmental distances. Our trait analysis showed that the genetic clusters significantly differed in biomass-related traits and in the days to flowering. However, half of the traits showed parallel response patterns to the experimental climate change scenario. Due to the differentiated but parallel response patterns, we assume that phenotypic plasticity plays an important role for the adaptation of the widely distributed species S. vulgaris and its intraspecific genetic lineages. KW - climate adaptation KW - ddRAD KW - Silene vulgaris Y1 - 2021 U6 - https://doi.org/10.1002/ece3.8103 SN - 2045-7758 VL - 11 IS - 20 SP - 13986 EP - 14002 PB - John Wiley & Sons, Inc. CY - Hoboken ER - TY - GEN A1 - Konak, Orhan A1 - Wegner, Pit A1 - Arnrich, Bert T1 - IMU-Based Movement Trajectory Heatmaps for Human Activity Recognition T2 - Postprints der Universität Potsdam : Reihe der Digital Engineering Fakultät N2 - Recent trends in ubiquitous computing have led to a proliferation of studies that focus on human activity recognition (HAR) utilizing inertial sensor data that consist of acceleration, orientation and angular velocity. However, the performances of such approaches are limited by the amount of annotated training data, especially in fields where annotating data is highly time-consuming and requires specialized professionals, such as in healthcare. In image classification, this limitation has been mitigated by powerful oversampling techniques such as data augmentation. Using this technique, this work evaluates to what extent transforming inertial sensor data into movement trajectories and into 2D heatmap images can be advantageous for HAR when data are scarce. A convolutional long short-term memory (ConvLSTM) network that incorporates spatiotemporal correlations was used to classify the heatmap images. Evaluation was carried out on Deep Inertial Poser (DIP), a known dataset composed of inertial sensor data. The results obtained suggest that for datasets with large numbers of subjects, using state-of-the-art methods remains the best alternative. However, a performance advantage was achieved for small datasets, which is usually the case in healthcare. Moreover, movement trajectories provide a visual representation of human activities, which can help researchers to better interpret and analyze motion patterns. T3 - Zweitveröffentlichungen der Universität Potsdam : Reihe der Digital Engineering Fakultät - 4 KW - human activity recognition KW - image processing KW - machine learning KW - sensor data Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-487799 IS - 4 ER - TY - THES A1 - Wochatz, Monique T1 - Influence of different loading conditions on scapular movement and scapular muscle activation patterns T1 - Der Einfluss verschiedener Lastsituationen auf Bewegungs- und Aktivitätsmuster des Schulterblatts N2 - The scapula plays a significant role in efficient shoulder movement. Thus, alterations from typical scapular motion during upper limb movements are thought to be associated with shoulder pathologies. However, a clear understanding of the relationship is not yet obtained.. Scapular alterations may only represent physiological variability as their occurrence can appear equally as frequent in individuals with and without shoulder disorders. Evaluation of scapular motion during increased load might be a beneficial approach to detect clinically relevant alterations. However, functional motion adaptations in response to maximum effort upper extremity loading has not been established yet. Therefore, the overall purpose of this research project was to give further insight in physiological adaptations of scapular kinematics and their underlying scapular muscle activity in response to high demanding shoulder movements in healthy asymptomatic individuals. Prior to the investigation of the effect of various load situation, the reproducibility of scapular kinematics and scapular muscle activity were evaluated under maximum effort arm movements. Healthy asymptomatic adults performed unloaded and maximal loaded concentric and eccentric isokinetic shoulder flexion and extension movements in the scapular plane while scapular kinematics and scapular muscle activity were simultaneously assessed. A 3D motion capture system (infra-red cameras & reflective markers) was utilized to track scapular and humerus motion in relation to the thorax. 3D scapular position angles were given for arm raising and lowering between humerus positions of 20° and 120° flexion. To further characterize the scapular pattern, the scapular motion extent and scapulohumeral rhythm (ratio of scapular and humerus motion extent) were determined. Muscle activity of the upper and lower trapezius and the serratus anterior were assessed with surface electromyography. Amplitudes were calculated for the whole ROM and four equidistant movement phases. Reliability was characterized by overall moderate to good reproducibility across the load conditions. Irrespective of applied load, scapular kinematics followed a motion pattern of continuous upward rotation, posterior tilt and external rotation during arm elevation and a continuous downward rotation, anterior tilt and internal rotation during arm lowering. However, kinematics were altered between maximal loaded and unloaded conditions showing increased upward rotation, reduced posterior tilt and external rotation. Further, the scapulohumeral rhythm was decreased and scapular motion extent increased under maximal loaded movements. Muscle activity during maximum effort were of greater magnitude and differed in their pattern in comparison to the continuous increase and decrease of activity during unloaded shoulder flexion and extension. Relationships between scapular kinematics and their underlying scapular muscle activity could only be identified for a few isolated combinations, whereas the majority showed no associations. Scapular kinematics and scapular muscle activity pattern alter according to the applied load. Alterations between the load conditions comply in magnitude and partially in direction with differences seen between symptomatic and asymptomatic individuals. Even though long-term effects of identified adaptations in response to maximum load are so far unclear, deviations from typical scapular motion or muscle activation should not per se be seen as indicators of shoulder impairment. However, evaluation of alterations in scapular motion and activation in response to maximum effort may have the potential to identify individuals that are unable to cope with increased upper limb demands. Findings further challenge the understanding of scapular motion and stabilization by the trapezius and serratus anterior muscles, as clear relationships between the underlying scapular muscle activity and scapular kinematics were neither observed during unloaded nor maximal loaded shoulder movements. N2 - Das Schulterblatt ist entscheidend für die uneingeschränkte Bewegung und Positionierung der oberen Extremität. Atypische Bewegungsmuster des Schulterblatts werden deshalb oft mit Schulterpathologien in Verbindung gebracht, obwohl die zugrundeliegenden Mechanismen noch nicht ausreichend geklärt sind. Abweichungen stellen möglicherweise nur eine Form physiologischer Variabilität dar, da Veränderungen der Schulterblattbewegung sowohl bei Personen mit als auch ohne Schulterbeschwerden auftreten können. Die Beurteilung der Schulterblattbewegung unter erhöhten Lastbedingungen könnte hilfreich bei der Differenzierung von funktionellen und klinisch relevanten Veränderungen sein. Jedoch sind physiologische Anpassungen der Schulterblattkinematik in Reaktion auf maximale Anforderungen während einer Bewegungsaufgabe der oberen Extremität bisher nicht untersucht. Das Ziel dieses Forschungsprojektes war es deshalb weitere Erkenntnisse hinsichtlich physiologischer Anpassungen der Schulterblattkinematik und ihrer zugrundeliegenden Muskelaktivität zu erlangen. Bevor die Effekte verschiedener Belastungssituationen untersucht wurden, erfolgte die Beurteilung der Reproduzierbarkeit der Schulterblattkinematik sowie der Aktivitätslevel schulterblattstabilisierender Muskeln unter maximaler Anstrengung. Gesunde asymptomatische Erwachsene führten isokinetische Schulterbewegungen in Flexion und Extension unter unbelasteten sowie maximal belasteten Bedingungen durch. Zeitgleich wurde die Schulterblattkinematik sowie die Aktivität schulterstabilisierender Muskeln erfasst. Mit Hilfe eines 3D Kamera Systems (Infrarotkameras & reflektierende Marker) wurden Winkelpositionen des Schulterblatts für Humerus-Positionen zwischen 20° und 120° Flexion bestimmt. Zur weiteren Charakterisierung der Schulterblattbewegung wurde das Ausmaß der Schulterblattrotation sowie der skapulohumerale Rhythmus (Verhältnis von Schulterblatt- und Humerus-Bewegung) ermittelt. Während der Schulterbewegungen wurde die Muskelaktivität des oberen und unteren Trapezius sowie des Serratus anterior mit Oberflächen-Elektromyographie erfasst. Aktivitätslevel wurden für das gesamte Bewegungsausmaß sowie für einzelne Bewegungsphasen berechnet. Eine moderate bis gute Reproduzierbarkeit der Winkelpositionen des Schulterblatts sowie der Aktivitätslevel der schulterblattstabilisierenden Muskulatur konnte unter den verschiedenen Lastbedingungen erreicht werden. Unabhängig von der applizierten Last folgte das Schulterblatt einer kontinuierlichen Aufwärtsrotation, Rückwärtsneigung und Außenrotation während der Schulterflexion und einer kontinuierlichen Abwärtsrotation, Vorwärtsneigung und Innenrotation während der Schulterextension. Bei maximalen Belastungen zeigte das Schulterblatt jedoch eine gesteigerte Aufwärtsrotation sowie eine verringerte Rückwärtsneigung und Außenrotation im Vergleich zur unbelasteten Schulterbewegung. Der skapulohumerale Rhythmus verringerte sich und auch das Ausmaß der Schulterblattrotation war unter maximaler Last erhöht. Die Muskelaktivität zeigte sich unter maximaler Anstrengung nicht nur im Ausmaß gesteigert sondern wies auch ein verändertes Aktivitätsmuster im Verlauf der Bewegungen im Vergleich zur kontinuierlichen Zu- und Abnahme der Aktivität während unbelasteter Bedingungen auf. Korrelationen zwischen dem Ausmaß der Schulterblattrotation und dem Aktivitätslevel der Schulterblattmuskulatur konnten nur für einige wenige isolierte Kombinationen identifiziert werden, während die Mehrheit keine Assoziationen zeigte. Die Kinematik des Schulterblatts und die Aktivitätsmuster der Schulterblattmuskulatur ändern sich in Abhängigkeit der Belastung. Veränderungen der Kinematik und Aktivitätsmuster entsprechen dabei im Ausmaß und teilweise in der Ausrichtung den bekannten Unterschieden zwischen symptomatischen und asymptomatischen Populationen. Obwohl die langfristigen Auswirkungen dieser veränderten Schulterblattkinematik unter maximalen Belastungen bislang unklar sind, sollten Abweichungen von der typischen Bewegung des Schulterblatts sowie bekannter Aktivitätsmuster per se nicht als Indikatoren für eine Beeinträchtigung der Schulterfunktion angesehen werden. Dennoch könnten Untersuchungen der Schulterblattkinematik sowie der Aktivität schulterblattrotierender und –stabilisierender Muskeln unter erhöhten Anforderungen Personen identifizieren die aufgrund mangelnder Anpassung die gesteigerten Lasten nicht kompensieren können. Ein klares Zusammenspiel von Schulterblattkinematik und rotierender sowie stabilisierender Schulterblattmuskulatur ließ sich weder unter unbelasteten noch maximal belasteten Bedingungen aufzeigen. KW - scapular kinematics KW - 3D motion analysis KW - scapular muscles KW - electromyography KW - Schulterblattkinematik KW - 3D-Bewegungsanalyse KW - Schulterblattmuskulatur KW - Elektromyografie Y1 - 2021 ER - TY - JOUR A1 - Trautmann, Justin A1 - Zhou, Lin A1 - Brahms, Clemens Markus A1 - Tunca, Can A1 - Ersoy, Cem A1 - Granacher, Urs A1 - Arnrich, Bert T1 - TRIPOD BT - A treadmill walking dataset with IMU, pressure-distribution and photoelectric data for gait analysis JF - Data : open access ʻData in scienceʼ journal N2 - Inertial measurement units (IMUs) enable easy to operate and low-cost data recording for gait analysis. When combined with treadmill walking, a large number of steps can be collected in a controlled environment without the need of a dedicated gait analysis laboratory. In order to evaluate existing and novel IMU-based gait analysis algorithms for treadmill walking, a reference dataset that includes IMU data as well as reliable ground truth measurements for multiple participants and walking speeds is needed. This article provides a reference dataset consisting of 15 healthy young adults who walked on a treadmill at three different speeds. Data were acquired using seven IMUs placed on the lower body, two different reference systems (Zebris FDMT-HQ and OptoGait), and two RGB cameras. Additionally, in order to validate an existing IMU-based gait analysis algorithm using the dataset, an adaptable modular data analysis pipeline was built. Our results show agreement between the pressure-sensitive Zebris and the photoelectric OptoGait system (r = 0.99), demonstrating the quality of our reference data. As a use case, the performance of an algorithm originally designed for overground walking was tested on treadmill data using the data pipeline. The accuracy of stride length and stride time estimations was comparable to that reported in other studies with overground data, indicating that the algorithm is equally applicable to treadmill data. The Python source code of the data pipeline is publicly available, and the dataset will be provided by the authors upon request, enabling future evaluations of IMU gait analysis algorithms without the need of recording new data. KW - inertial measurement unit KW - gait analysis algorithm KW - OptoGait KW - Zebris KW - data pipeline KW - public dataset Y1 - 2021 U6 - https://doi.org/10.3390/data6090095 SN - 2306-5729 VL - 6 IS - 9 PB - MDPI CY - Basel ER - TY - GEN A1 - Trautmann, Justin A1 - Zhou, Lin A1 - Brahms, Clemens Markus A1 - Tunca, Can A1 - Ersoy, Cem A1 - Granacher, Urs A1 - Arnrich, Bert T1 - TRIPOD - A Treadmill Walking Dataset with IMU, Pressure-distribution and Photoelectric Data for Gait Analysis T2 - Postprints der Universität Potsdam : Reihe der Digital Engineering Fakultät N2 - Inertial measurement units (IMUs) enable easy to operate and low-cost data recording for gait analysis. When combined with treadmill walking, a large number of steps can be collected in a controlled environment without the need of a dedicated gait analysis laboratory. In order to evaluate existing and novel IMU-based gait analysis algorithms for treadmill walking, a reference dataset that includes IMU data as well as reliable ground truth measurements for multiple participants and walking speeds is needed. This article provides a reference dataset consisting of 15 healthy young adults who walked on a treadmill at three different speeds. Data were acquired using seven IMUs placed on the lower body, two different reference systems (Zebris FDMT-HQ and OptoGait), and two RGB cameras. Additionally, in order to validate an existing IMU-based gait analysis algorithm using the dataset, an adaptable modular data analysis pipeline was built. Our results show agreement between the pressure-sensitive Zebris and the photoelectric OptoGait system (r = 0.99), demonstrating the quality of our reference data. As a use case, the performance of an algorithm originally designed for overground walking was tested on treadmill data using the data pipeline. The accuracy of stride length and stride time estimations was comparable to that reported in other studies with overground data, indicating that the algorithm is equally applicable to treadmill data. The Python source code of the data pipeline is publicly available, and the dataset will be provided by the authors upon request, enabling future evaluations of IMU gait analysis algorithms without the need of recording new data. T3 - Zweitveröffentlichungen der Universität Potsdam : Reihe der Digital Engineering Fakultät - 6 KW - inertial measurement unit KW - gait analysis algorithm KW - OptoGait KW - Zebris KW - data pipeline KW - public dataset Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-522027 IS - 6 ER - TY - THES A1 - Moreno Curtidor, Catalina T1 - Elucidating the molecular basis of enhanced growth in the Arabidopsis thaliana accession Bur-0 N2 - The life cycle of flowering plants is a dynamic process that involves successful passing through several developmental phases and tremendous progress has been made to reveal cellular and molecular regulatory mechanisms underlying these phases, morphogenesis, and growth. Although several key regulators of plant growth or developmental phase transitions have been identified in Arabidopsis, little is known about factors that become active during embryogenesis, seed development and also during further postembryonic growth. Much less is known about accession-specific factors that determine plant architecture and organ size. Bur-0 has been reported as a natural Arabidopsis thaliana accession with exceptionally big seeds and a large rosette; its phenotype makes it an interesting candidate to study growth and developmental aspects in plants, however, the molecular basis underlying this big phenotype remains to be elucidated. Thus, the general aim of this PhD project was to investigate and unravel the molecular mechanisms underlying the big phenotype in Bur-0. Several natural Arabidopsis accessions and late flowering mutant lines were analysed in this study, including Bur-0. Phenotypes were characterized by determining rosette size, seed size, flowering time, SAM size and growth in different photoperiods, during embryonic and postembryonic development. Our results demonstrate that Bur-0 stands out as an interesting accession with simultaneously larger rosettes, larger SAM, later flowering phenotype and larger seeds, but also larger embryos. Interestingly, inter-accession crosses (F1) resulted in bigger seeds than the parental self-crossed accessions, particularly when Bur-0 was used as the female parental genotype, suggesting parental effects on seed size that might be maternally controlled. Furthermore, developmental stage-based comparisons revealed that the large embryo size of Bur-0 is achieved during late embryogenesis and the large rosette size is achieved during late postembryonic growth. Interestingly, developmental phase progression analyses revealed that from germination onwards, the length of developmental phases during postembryonic growth is delayed in Bur-0, suggesting that in general, the mechanisms that regulate developmental phase progression are shared across developmental phases. On the other hand, a detailed physiological characterization in different tissues at different developmental stages revealed accession-specific physiological and metabolic traits that underlie accession-specific phenotypes and in particular, more carbon resources during embryonic and postembryonic development were found in Bur-0, suggesting an important role of carbohydrates in determination of the bigger Bur-0 phenotype. Additionally, differences in the cellular organization, nuclei DNA content, as well as ploidy level were analyzed in different tissues/cell types and we found that the large organ size in Bur-0 can be mainly attributed to its larger cells and also to higher cell proliferation in the SAM, but not to a different ploidy level. Furthermore, RNA-seq analysis of embryos at torpedo and mature stage, as well as SAMs at vegetative and floral transition stage from Bur-0 and Col-0 was conducted to identify accession-specific genetic determinants of plant phenotypes, shared across tissues and developmental stages during embryonic and postembryonic growth. Potential candidate genes were identified and further validation of transcriptome data by expression analyses of candidate genes as well as known key regulators of organ size and growth during embryonic and postembryonic development confirmed that the high confidence transcriptome datasets generated in this study are reliable for elucidation of molecular mechanisms regulating plant growth and accession-specific phenotypes in Arabidopsis. Taken together, this PhD project contributes to the plant development research field providing a detailed analysis of mechanisms underlying plant growth and development at different levels of biological organization, focusing on Arabidopsis accessions with remarkable phenotypical differences. For this, the natural accession Bur-0 was an ideal outlier candidate and different mechanisms at organ and tissue level, cell level, metabolism, transcript and gene expression level were identified, providing a better understanding of different factors involved in plant growth regulation and mechanisms underlying different growth patterns in nature. N2 - Der Lebenszyklus blühender Pflanzen ist ein dynamischer Prozess, der das erfolgreiche Durchlaufen mehrerer Entwicklungsphasen impliziert. Es wurden enorme Fortschritte gemacht, um zelluläre und molekulare Regulationsmechanismen zu entschlüsseln, die diesen Phasen, der Morphogenese und dem Wachstum zu Grunde liegen. Obwohl mehrere Schlüsselregulatoren des Pflanzenwachstums oder der Entwicklungsphasenübergänge in Arabidopsis identifiziert wurden, ist nur wenig über Faktoren bekannt, die sowohl während der Embryogenese als auch während der Samenentwicklung und dem weiteren Wachstum aktiv werden. Noch viel weniger ist über akzessionspezifische Faktoren bekannt, die die Pflanzenarchitektur und Organgröße bestimmen. Bur-0 wurde als eine natürliche Arabidopsis-Akzession mit außergewöhnlich großen Samen und großer Blattrosette beschrieben. Ihr Phänotyp macht sie zu einem interessanten Kandidaten für die Untersuchung von Wachstums- und Entwicklungsaspekten in Pflanzen, jedoch muss die molekulare Basis, die diesem großen Phänotyp unterliegt, noch entschlüsselt werden. Daher war das allgemeine Ziel dieser Doktorarbeit, die molekularen Mechanismen, die dem großen Phänotyp in Bur-0 zu Grunde liegen, zu entschlüsseln und zu verstehen. Mehrere natürliche Arabidopsis-Akzessionen und spät blühende Mutantenlinien wurden in dieser Studie analysiert, so auch Bur-0. Die Phänotypen wurden durch eine detaillierte Analyse der Rosettengröße, der Samengröße, der Blütezeit, der Sprossapikalmeristemgröße und des Wachstums in verschiedenen Photoperioden, während der embryonalen und postembryonalen Entwicklung charakterisiert. Unsere Ergebnisse zeigen, dass Bur-0 als interessanter Akzession mit gleichzeitig größeren Blattrosetten, größerem Sprossapikalmeristem (SAM), späterem Blühphänotyp und größeren Samen, aber auch größeren Embryonen auffällt. Interessanterweise führten Kreuzungen zwischen den Akzessionen (F1) zu größeren Samen als die elterlichen selbstgekreuzten Akzessionen, insbesondere wenn Bur-0 als weiblicher elterlicher Genotyp verwendet wurde, was auf elterliche Effekte auf die Samengröße hindeutet, die möglicherweise mütterlicherseits kontrolliert werden. Darüber hinaus ergaben Vergleiche auf Basis von Entwicklungsstadien, dass die große Embryogröße von Bur-0 während der späten Embryogenese erreicht wird und die große Blattrosette während des späten postembryonalen Wachstums. Interessanterweise ergaben Analysen der Entwicklungsphasenprogression, dass ab der Keimung die Länge der Entwicklungsphasen während des postembryonalen Wachstums bei Bur-0 verzögert ist, was darauf hindeutet, dass im Allgemeinen die Mechanismen, die die Entwicklungsphasenprogression regulieren, über die Entwicklungsphasen hinweg geteilt werden. Andererseits ergab eine detaillierte physiologische Charakterisierung in verschiedenen Geweben in unterschiedlichen Entwicklungsstadien akzession-spezifische physiologische und metabolische Merkmale, die den akzession-spezifischen Phänotypen zu Grunde liegen. Insbesondere wurden mehr Kohlenstoff-Ressourcen, während der embryonalen und postembryonalen Entwicklung in Bur-0 gefunden, was auf eine wichtige Rolle von Kohlenhydraten bei der Bestimmung des größeren Bur-0-Phänotyps hindeutet. Zusätzlich wurden Unterschiede in der zellulären Organisation, dem DNA-Gehalt der Nuklei sowie dem Ploidiegrad in verschiedenen Geweben/Zelltypen analysiert und wir fanden heraus, dass die größere Organgröße in Bur-0 hauptsächlich auf die größeren Zellen und auch auf eine höhere Zellproliferation im SAM zurückzuführen ist, aber nicht auf einen anderen Ploidiegrad. Darüber hinaus wurden RNA-seq-Analysen von Embryonen im Torpedo- und Reifestadium sowie SAMs im vegetativen und Florenübergangsstadium von Bur-0 und Col-0 durchgeführt, um akzession-spezifische genetische Faktoren für Pflanzenphänotypen zu identifizieren, die in allen Geweben und Entwicklungsstadien während des embryonalen und postembryonalen Wachstums auftreten. Potenzielle Kandidatengene wurden identifiziert und eine weitere Validierung der Transkriptomdaten durch Expressionsanalysen neuartiger Kandidatengene sowie bekannter Schlüsselregulatoren für Organgröße und -wachstum während der embryonalen und postembryonalen Entwicklung bestätigte, dass die in dieser Studie generierten Transkriptomdatensätze mit hoher Zuverlässigkeit für die Aufklärung molekularer Mechanismen zur Regulierung des Pflanzenwachstums und akzessionspezifischer Phänotypen in Arabidopsis geeignet sind. Insgesamt trägt diese Doktorarbeit zur Forschung im Bereich der Pflanzenentwicklung bei, indem sie eine detaillierte Analyse der Mechanismen liefert, die dem Wachstum und der Entwicklung auf verschiedenen Ebenen der biologischen Organisation zu Grunde liegen, wobei der Schwerpunkt auf Arabidopsis-Akzessionen mit bemerkenswerten phänotypischen Unterschieden liegt. Dafür war die natürliche Akzession Bur-0 ein idealer Ausreißerkandidat und es wurden verschiedene Mechanismen auf Organ- und Gewebeebene, Zellebene, Stoffwechsel, Transkript- und Genexpressionsniveau identifiziert, was ein besseres Verständnis der verschiedenen Faktoren, die an der Regulierung des Pflanzenwachstums beteiligt sind, und der Mechanismen, die den verschiedenen Wachstumsmustern in der Natur zu Grunde liegen, ermöglicht. KW - Plant development KW - Plant growth KW - Arabidopsis thaliana KW - Phenotype KW - Transcriptome KW - Pflanzenentwicklung KW - Pflanzenwachstum KW - Arabidopsis thaliana KW - Phänotyp KW - Transkriptom Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-526814 ER - TY - THES A1 - Kaptur, Joanna Alexandra T1 - The LEUNIG regulatory complex BT - how does it control shoot apical meristem formation and its postembryonic activity? N2 - Patterning along the apical-basal (A-B) axis is a crucial step during the early stages of plant embryogenesis and leads to the establishment of two poles of which each will develop their own stem cell niches. The activity of these meristems is responsible for post-embryonic growth, with the shoot apical meristem (SAM) generating the above-ground organs and the root apical meristem (RAM) producing the subterranean structures of the plant. While several transcriptional regulators governing A-B patterning have been identified, precisely how their regulatory function is orchestrated remains elusive. This study focuses on transcriptional co-regulators LEUNIG (LUG) and closely related LEUNIG_HOMOLOG (LUH) and their role in the formation of A-B patterning during embryogenesis as well as their post-embryonic maintenance. A link between the LUG regulatory complex and SAM formation and maintenance comes from the observation that lug mutants heterozygous for the luh allele (lug luh+/-) often have enlarged SAMs resulting from misregulated cell divisions. A more severe phenotype is observed in lug luh double mutants which are embryonically lethal. In this study, a detailed characterisation of lug luh embryo phenotype reveals that these mutants display aberrant cell divisions along the A-B axis, which correlates with defects in auxin distribution, complete loss of apical identity, and altered expression of transcription factors determining basal fate. Like other co-regulators, LUG and LUH lack intrinsic DNA-binding domains and instead must interact with DNA-binding cofactors to ensure recruitment to regulatory elements of target genes. This either involves direct contact between the co-regulators and transcription factors (TFs) or the formation of higher-order complexes with adaptor proteins such as SEUSS (SEU) or related SEUSS-LIKEs (SLKs), which facilitate binding to specific TFs. Results presented in this study provide insight into the molecular framework for the LUG regulatory complex activity during embryogenesis. Both yeast and in planta assays showed that LUG/LUH and SEU/SLKs physically associate with a variety of WUSCHEL-RELATED HOMEOBOX (WOX) TFs including members of the WOX2-module. Furthermore, genetic interactions between members of the WOX2-module and the LUG regulatory complex, support their mutual action during embryogenesis. Based on the reduced activity of HOMEODOMAIN LEUCINE-ZIPPER CLASS III (HD-ZIPIII) promoters in lug luh embryos, a model is proposed in which the LUG regulatory complex functions together with WOX2-module to promote apical identity and subsequent SAM initiation through regulation of the HD-ZIPIIIs. The activity of the LUG complex in promoting basal embryo identity through positive regulation of microRNA165/166 suggests that this complex also has functions that are independent of the WOX2-module. Preliminary work reported in this study further uncovered the role of the LUG regulatory complex in post-embryonic development. While the fasciated inflorescence meristems of lug luh+/- plants displayed defects in auxin transport and altered activity of stem cell markers, embryonically rescued lug luh mutants formed flat and differentiated SAMs. In addition, rescued lug luh mutants exhibited severely disorganised RAM and defects in quiescent center (QC) specification, supporting the involvement of the LUG complex in post-embryonic RAM maintenance. KW - LEUNIG LEUNIG_HOMOLOG SEUSS SEUSS-LIKEs Arabidopsis embryogenesis WOX2-module HD-ZIPIII Y1 - 2021 ER - TY - JOUR A1 - Chromik, Jonas A1 - Pirl, Lukas A1 - Beilharz, Jossekin Jakob A1 - Arnrich, Bert A1 - Polze, Andreas T1 - Certainty in QRS detection with artificial neural networks JF - Biomedical signal processing and control N2 - Detection of the QRS complex is a long-standing topic in the context of electrocardiography and many algorithms build upon the knowledge of the QRS positions. Although the first solutions to this problem were proposed in the 1970s and 1980s, there is still potential for improvements. Advancements in neural network technology made in recent years also lead to the emergence of enhanced QRS detectors based on artificial neural networks. In this work, we propose a method for assessing the certainty that is in each of the detected QRS complexes, i.e. how confident the QRS detector is that there is, in fact, a QRS complex in the position where it was detected. We further show how this metric can be utilised to distinguish correctly detected QRS complexes from false detections. KW - QRS detection KW - Electrocardiography KW - Artificial neural networks KW - Machine KW - learning KW - Signal-to-noise ratio Y1 - 2021 U6 - https://doi.org/10.1016/j.bspc.2021.102628 SN - 1746-8094 SN - 1746-8108 VL - 68 PB - Elsevier CY - Oxford ER - TY - JOUR A1 - Oberkofler, Vicky A1 - Pratx, Loris A1 - Bäurle, Isabel T1 - Epigenetic regulation of abiotic stress memory BT - maintaining the good things while they last JF - Current opinion in plant biology N2 - As sessile organisms, plants have evolved sophisticated ways to constantly gauge and adapt to changing environmental conditions including extremes that may be harmful to their growth and development and are thus perceived as stress. In nature, stressful events are often chronic or recurring and thus an initial stress may prime a plant to respond more efficiently to a subsequent stress event. An epigenetic basis of such stress memory was long postulated and in recent years it has been shown that this is indeed the case. High temperature stress has proven an excellent system to unpick the molecular basis of somatic stress memory, which includes histone modifications and nucleosome occupancy. This review discusses recent findings and pinpoints open questions in the field. Y1 - 2021 U6 - https://doi.org/10.1016/j.pbi.2021.102007 SN - 1369-5266 SN - 1879-0356 VL - 61 PB - Elsevier CY - London ER -