Enlarging a training set for genomic selction by imputation of un-genotyped animals in populations of varying genetic architecture

Background: The most common application of imputation is to infer genotypes of a high-density panel of markers on animals that are genotyped for a low-density panel. However, the increase in accuracy of genomic predictions resulting from an increase in the number of markers tends to reach a plateau beyond a certain density. Another application of imputation is to increase the size of the training set with un-genotyped animals. This strategy can be particularly successful when a set of closely related individuals are genotyped. ----- Methods: Imputation on completely un-genotyped dams was performed using known genotypes from the sire of each dam, one offspring and the offspring’s sire. Two methods were applied based on either allele or haplotype frequencies to infer genotypes at ambiguous loci. Results of these methods and of two available software packages were compared. Quality of imputation under different population structures was assessed. The impact of using imputed dams to enlarge training sets on the accuracy of genomic predictions was evaluated for different populations, heritabilities and sizes of training sets. ----- Results: Imputation accuracy ranged from 0.52 to 0.93 depending on the population structure and the method used. The method that used allele frequencies performed better than the method based on haplotype frequencies. Accuracy of imputation was higher for populations with higher levels of linkage disequilibrium and with larger proportions of markers with more extreme allele frequencies. Inclusion of imputed dams in the training set increased the accuracy of genomic predictions. Gains in accuracy ranged from close to zero to 37.14%, depending on the simulated scenario. Generally, the larger the accuracy already obtained with the genotyped training set, the lower the increase in accuracy achieved by adding imputed dams. ----- Conclusions: Whenever a reference population resembling the family configuration considered here is available, imputation can be used to achieve an extra increase in accuracy of genomic predictions by enlarging the training set with completely un-genotyped dams. This strategy was shown to be particularly useful for populations with lower levels of linkage disequilibrium, for genomic selection on traits with low heritability, and for species or breeds for which the size of the reference population is limited.

Zelluläre und biochemische Charakterisierung der bifunktionalen Methyltransferase Dnmt2

Seit der Entdeckung der Methyltransferase 2 als hoch konserviertes und weit verbreitetes Enzym sind zahlreiche Versuche zur vollständigen Charakterisierung erfolgt. Dabei ist die biologische Funktion des Proteins ein permanent umstrittener Punkt. In dieser Arbeit wird dnmA als sensitiver Oszillator bezüglich des Zellzyklus und weiterer Einflüsse gezeigt. Insgesamt liegt der Hauptfokus auf der Untersuchung der in vivo Charakterisierung des Gens, der endogenen subzellulären Verteilung, sowie der physiologischen Aufgaben des Proteins in vivo in D. discoideum. Um Hinweise auf Signalwege in vivo zu erhalten, in denen DnmA beteiligt ist, war es zunächst notwendig, eine detaillierte Analyse des Gens anzufertigen. Mit molekularbiologisch äußerst sensitiven Methoden, wie beispielsweise Chromatin‐IP oder qRT‐PCR, konnte ein vollständiges Expressionsprofil über den Zell‐ und Lebenszyklus von D. discoideum angelegt werden. Besonders interessant sind dabei die Ergebnisse eines ursprünglichen Wildtypstammes (NC4), dessen dnmA‐Expressionsprofil quantitativ von anderen Wildtypstämmen abweicht. Auch auf Proteinebene konnten Zellzyklus‐abhängige Effekte von DnmA bestimmt werden. Durch mikroskopische Untersuchungen von verschiedenen DnmA‐GFP‐Stämmen wurden Lokalisationsänderungen während der Mitose gezeigt. Weiterhin wurde ein DnmA‐GFP‐Konstrukt unter der Kontrolle des endogenen Promotors generiert, wodurch das Protein in der Entwicklung eindeutig als Zelltypus spezifisches Protein, nämlich als Präsporen‐ bzw. Sporenspezifisches Protein, identifiziert werden konnte. Für die in vivo Analyse der katalytischen Aktivität des Enzyms konnten nun die Erkenntnisse aus der Charakterisierung des Gens bzw. Proteins berücksichtigt werden, um in vivo Substratkandidaten zu testen. Es zeigte sich, dass von allen bisherigen Substrat Kandidaten lediglich die tRNA^Asp als in vivo Substrat bestätigt werden konnte. Als besondere Erkenntnis konnte hierbei ein quantitativer Unterschied des Methylierungslevels zwischen verschiedenen Wildtypstämmen detektiert werden. Weiterhin wurde die Methylierung sowie Bindung an einen DNA‐Substratkandidaten ermittelt. Es konnte gezeigt werden, dass DnmA äußerst sequenzspezifisch mit Abschnitten des Retrotransposons DIRS‐1 in vivo eine Bindung eingeht. Auch für den Substrakandidaten snRNA‐U2 konnte eine stabile in vitro Komplexbildung zwischen U2 und hDnmt2 gezeigt werden. Insgesamt erfolgte auf Basis der ermittelten Expressionsdaten eine erneute Charakterisierung der Aktivität des Enzyms und der Substrate in vivo und in vitro.

Der Einfluss veränderter Wintertemperaturverläufe auf die mikrobielle C und N Nutzung aus Ernterückständen und die Überlebensrate pilzlicher Phytopathogene

Die vorliegende Dissertation wurde im Rahmen des vom Niedersächsischen Ministerium für Wissenschaft und Kultur geförderten Forschungsverbundes „KLIFF – Klimafolgenforschung in Niedersachsen“ an der Universität Kassel im Fachbereich Ökologische Agrarwissenschaften im Fachgebiet Bodenbiologie und Pflanzenernährung angefertigt. Die Arbeit wurde von der Universität Kassel gefördert und ist mit dem DFG-Graduiertenkolleg 1397 assoziiert.

Facilitating folding of outer membrane proteins, roles of the periplasmic chaperone Skp and the outer membrane lipoprotein BamD

This thesis describes several important advancements in the understanding of the assembly of outer membrane proteins of Gram-negative bacteria like Escherichia coli. A first study was performed to identify binding regions in the trimeric chaperone Skp for outer membrane proteins. Skp is known to facilitate the passage of unfolded outer membrane proteins (OMPs) through the periplasm to the outer membrane (OM). A gene construct named “synthetic chaperone protein (scp)” gene was used to express a fusion protein (Scp) into the cytoplasm of E. coli. The scp gene was used as a template to design mutants of Scp suitable for structural and functional studies using site-directed spectroscopy. Fluorescence resonance energy transfer (FRET) was used to identify distances in Skp-OmpA complexes that separate regions in Scp and in outer membrane protein A (OmpA) from E. coli. For this study, single cysteine (Cys) mutants and single Cys - single tryptophan (Trp) double mutants of Scp were prepared. For FRET experiments, the cysteines were labeled with the tryptophan fluorescence energy acceptor IAEDANS. Single Trp mutants of OmpA were used as fluorescence energy donors. In the second part of this thesis, the function of BamD and the structure of BamD-Scp complexes were examined. BamD is an essential component of the β-barrel assembly machinery (BAM) complex of the OM of Gram-negative bacteria. Fluorescence spectroscopy was used to probe the interactions of BamD with lipid membranes and to investigate the interactions of BamD with possible partner proteins from the periplasm and from the OM. A range of single cysteine (Cys) and single tryptophan (Trp) mutants of BamD were prepared. A very important conclusion from the extensive FRET study is that the essential lipoprotein BamD interacts and binds to the periplasmic chaperone Skp. BamD contains tetratrico peptide repeat (TPR) motifs that are suggested to serve as docking sites for periplasmic chaperones such as Skp.

Human and Raptor Interactions in the Context of a Nomadic Society

This research project focuses on contemporary eagle-taming falconry practice of the Altaic Kazakhs animal herding society in Bayan Ulgii Province in Western Mongolia. It aims to contributing both theoretical and empirical criteria for cultural preservation of Asian falconry. This cultural as well as environmental discourse is illustrated with concentrated field research framed by ecological anthropology and ethno-ornithology from the viewpoint of “Human-Animal Interaction (HAI)” and “Human-Animal Behavior (HAB)”. Part I (Chapter 2 & 3) explores ethno-archaeological and ethno-ornithological dimensions by interpretive research of archaeological artefacts which trace the historical depth of Asian falconry culture. Part II (Chapter 4 & 5) provides an extensive ethnographic narrative of Altaic Kazakh falconry, which is the central part of this research project. The “Traditional Art and Knowledge (TAK)” in human-raptor interactions, comprising the entire cycle of capture, perch, feeding, training, hunting, and release, is presented with specific emphasis on its relation to environmental and societal context. Traditional falconry as integral part of a nomadic lifestyle has to face some critical problems nowadays which necessitate preventing the complete disappearance of this outstanding indigenous cultural heritage. Part III (Chapter 6 & 7) thus focuses on the cultural sustainability of Altaic Kazakh falconry. Changing livelihoods, sedentarisation, and decontextualisation are identified as major threats. The role of Golden Eagle Festivals is critically analysed with regard to positive and negative impact. This part also intends to contribute to the academic definition of eagle falconry as an intangible cultural heritage, and to provide scientific criteria for a preservation master plan, as well as stipulate local resilience by pointing to successive actions needed for conservation. This research project concludes that cultural sustainability of Altaic Kazakh falconry needs to be supported from the angles of three theoretical frameworks; (1) Cultural affairs for protection based on the concept of nature-guardianship in its cultural domain, (2) Sustainable development and improvement of animal herding productivity and herder’s livelihood, (3) Natural resource management, especially supporting the population of Golden Eagles, their potential prey animals, and their nesting environment.

Loss of wobble uridine modification in tRNA anticodons interferes with TOR pathway signaling

Previous work in yeast has suggested that modification of tRNAs, in particular uridine bases in the anticodon wobble position (U34), is linked to TOR (target of rapamycin) signaling. Hence, U34 modification mutants were found to be hypersensitive to TOR inhibition by rapamycin. To study whether this involves inappropriate TOR signaling, we examined interaction between mutations in TOR pathway genes (tip41Δ, sap190Δ, ppm1Δ, rrd1Δ) and U34 modification defects (elp3Δ, kti12Δ, urm1Δ, ncs2Δ) and found the rapamycin hypersensitivity in the latter is epistatic to drug resistance of the former. Epistasis, however, is abolished in tandem with a gln3Δ deletion, which inactivates transcription factor Gln3 required for TOR-sensitive activation of NCR (nitrogen catabolite repression) genes. In line with nuclear import of Gln3 being under control of TOR and dephosphorylation by the Sit4 phosphatase, we identify novel TOR-sensitive sit4 mutations that confer rapamycin resistance and importantly, mislocalise Gln3 when TOR is inhibited. This is similar to gln3Δ cells, which abolish the rapamycin hypersensitivity of U34 modification mutants, and suggests TOR deregulation due to tRNA undermodification operates through Gln3. In line with this, loss of U34 modifications (elp3Δ, urm1Δ) enhances nuclear import of and NCR gene activation (MEP2, GAP1) by Gln3 when TOR activity is low. Strikingly, this stimulatory effect onto Gln3 is suppressed by overexpression of tRNAs that usually carry the U34 modifications. Collectively, our data suggest that proper TOR signaling requires intact tRNA modifications and that loss of U34 modifications impinges on the TORsensitive NCR branch via Gln3 misregulation.