TY - GEN A1 - Hofreiter, Michael A1 - Paijmans, Johanna L. A. A1 - Goodchild, Helen A1 - Speller, Camilla F. A1 - Barlow, Axel A1 - Gonzalez-Fortes, Gloria M. A1 - Thomas, Jessica A. A1 - Ludwig, Arne A1 - Collins, Matthew J. T1 - The future of ancient DNA BT - technical advances and conceptual shifts T2 - Postprints der Universität Potsdam : Mathematisch Naturwissenschaftliche Reihe N2 - Technological innovations such as next generation sequencing and DNA hybridisation enrichment have resulted in multi-fold increases in both the quantity of ancient DNA sequence data and the time depth for DNA retrieval. To date, over 30 ancient genomes have been sequenced, moving from 0.7x coverage (mammoth) in 2008 to more than 50x coverage (Neanderthal) in 2014. Studies of rapid evolutionary changes, such as the evolution and spread of pathogens and the genetic responses of hosts, or the genetics of domestication and climatic adaptation, are developing swiftly and the importance of palaeogenomics for investigating evolutionary processes during the last million years is likely to increase considerably. However, these new datasets require new methods of data processing and analysis, as well as conceptual changes in interpreting the results. In this review we highlight important areas of future technical and conceptual progress and discuss research topics in the rapidly growing field of palaeogenomics. T3 - Zweitveröffentlichungen der Universität Potsdam : Mathematisch-Naturwissenschaftliche Reihe - 908 KW - ancient DNA KW - hybridisation capture KW - multi-locus data KW - next generation sequencing (NGS) KW - palaeogenomics KW - population genomics Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-438816 SN - 1866-8372 IS - 908 SP - 284 EP - 295 ER - TY - JOUR A1 - Hofreiter, Michael A1 - Paijmans, Johanna L. A. A1 - Goodchild, Helen A1 - Speller, Camilla F. A1 - Barlow, Axel A1 - González-Fortes, Gloria M. A1 - Thomas, Jessica A. A1 - Ludwig, Arne A1 - Collins, Matthew J. T1 - The future of ancient DNA: Technical advances and conceptual shifts JF - Bioessays : ideas that push the boundaries N2 - Technological innovations such as next generation sequencing and DNA hybridisation enrichment have resulted in multi-fold increases in both the quantity of ancient DNA sequence data and the time depth for DNA retrieval. To date, over 30 ancient genomes have been sequenced, moving from 0.7x coverage (mammoth) in 2008 to more than 50x coverage (Neanderthal) in 2014. Studies of rapid evolutionary changes, such as the evolution and spread of pathogens and the genetic responses of hosts, or the genetics of domestication and climatic adaptation, are developing swiftly and the importance of palaeogenomics for investigating evolutionary processes during the last million years is likely to increase considerably. However, these new datasets require new methods of data processing and analysis, as well as conceptual changes in interpreting the results. In this review we highlight important areas of future technical and conceptual progress and discuss research topics in the rapidly growing field of palaeogenomics. KW - ancient DNA KW - hybridisation capture KW - multi-locus data KW - next generation sequencing (NGS) KW - palaeogenomics KW - population genomics Y1 - 2015 U6 - https://doi.org/10.1002/bies.201400160 SN - 0265-9247 SN - 1521-1878 VL - 37 IS - 3 SP - 284 EP - 293 PB - Wiley-Blackwell CY - Hoboken ER - TY - THES A1 - Sin, Celine T1 - Post-transcriptional control of gene expression T1 - Post-Transkription Steuerung der Genexpression N2 - Gene expression describes the process of making functional gene products (e.g. proteins or special RNAs) from instructions encoded in the genetic information (e.g. DNA). This process is heavily regulated, allowing cells to produce the appropriate gene products necessary for cell survival, adapting production as necessary for different cell environments. Gene expression is subject to regulation at several levels, including transcription, mRNA degradation, translation and protein degradation. When intact, this system maintains cell homeostasis, keeping the cell alive and adaptable to different environments. Malfunction in the system can result in disease states and cell death. In this dissertation, we explore several aspects of gene expression control by analyzing data from biological experiments. Most of the work following uses a common mathematical model framework based on Markov chain models to test hypotheses, predict system dynamics or elucidate network topology. Our work lies in the intersection between mathematics and biology and showcases the power of statistical data analysis and math modeling for validation and discovery of biological phenomena. N2 - Das „zentrale Dogma der Molekularbiologie“ besagt, dass der Fluss genetischer Information mit der DNS startet, die dann auf die RNS kopiert und in Proteine übersetzt wird (Crick 1970). Dieses System der Informationsübertragung bietet zwei natürliche Eingriffspunkte, an denen Genausprägungen manipuliert werden können -- entweder auf dem Level der mRNS (z.B. durch Kontrolle der Transkriptions- oder mRNS- Degradationsprozesse) oder auf dem Level des Proteins (z.B. durch Kontrolle der Translations- oder Proteindegradationsprozesse). An jedem Eingriffspunkt sind eine Vielzahl unterschiedlicher Prozesse zeitgleich aktiv, um die Konzentrationen von mRNS und Proteinen präzise einzustellen. All diese Prozesse tragen dazu bei, die Zelle intern im stationäzen Zustand zu halten, denn eine Fehlfunktion im System kann zu Krankheitszuständen oder zum Zelltot führen. In dieser Arbeit untersuchen wir verschiedene Aspekte der Kontrolle der Genausprägungs, indem wir Daten biologischer Experimente analysieren. Unsere Arbeit liegt hierbei zwischen den Bereichen der mathematischer Modellierung und der Biologie und zeigt den immensen Nutzen von statistischen Analysemethoden und mathematischer Modellbildung zur Validierung und Neuentdeckung biologischer Phänomene auf. KW - mRNA degradation KW - protein degradation KW - gene expression control KW - mathematical modeling KW - stochastic modeling KW - data analysis and statistics KW - next generation sequencing (NGS) KW - ribosome KW - Datenanalyse und Statistik KW - Regulierung der Genexpression KW - mRNA Degradierung KW - mathematisches Modellierung KW - Proteindegradierung KW - Ribosom KW - stochastische Modellierung Y1 - 2017 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-102469 ER - TY - GEN A1 - Basler, Nikolas A1 - Xenikoudakis, Georgios A1 - Westbury, Michael V. A1 - Song, Lingfeng A1 - Sheng, Guilian A1 - Barlow, Axel T1 - Reduction of the contaminant fraction of DNA obtained from an ancient giant panda bone T2 - Postprints der Universität Potsdam Mathematisch-Naturwissenschaftliche Reihe N2 - Objective: A key challenge in ancient DNA research is massive microbial DNA contamination from the deposition site which accumulates post mortem in the study organism’s remains. Two simple and cost-effective methods to enrich the relative endogenous fraction of DNA in ancient samples involve treatment of sample powder with either bleach or Proteinase K pre-digestion prior to DNA extraction. Both approaches have yielded promising but vary-ing results in other studies. Here, we contribute data on the performance of these methods using a comprehensive and systematic series of experiments applied to a single ancient bone fragment from a giant panda (Ailuropoda melanoleuca).Results: Bleach and pre-digestion treatments increased the endogenous DNA content up to ninefold. However, the absolute amount of DNA retrieved was dramatically reduced by all treatments. We also observed reduced DNA damage patterns in pre-treated libraries compared to untreated ones, resulting in longer mean fragment lengths and reduced thymine over-representation at fragment ends. Guanine–cytosine (GC) contents of both mapped and total reads are consistent between treatments and conform to general expectations, indicating no obvious biasing effect of the applied methods. Our results therefore confirm the value of bleach and pre-digestion as tools in palaeog-enomic studies, providing sufficient material is available. T3 - Zweitveröffentlichungen der Universität Potsdam : Mathematisch-Naturwissenschaftliche Reihe - 715 KW - ancient DNA (aDNA) KW - bleach KW - pre-digestion KW - endogenous content KW - palaeogenomics KW - paleogenomics KW - next generation sequencing (NGS) KW - giant panda KW - Ailuropoda melanoleuca Y1 - 2017 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-428151 SN - 1866-8372 IS - 715 ER -