| 51. |
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| 52. |
- Gattepaille, Lucie, 1984-
(författare)
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Population Genetic Methods and Applications to Human Genomes
- 2015
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Doktorsavhandling (övrigt vetenskapligt/konstnärligt)abstract
- Population Genetics has led to countless numbers of fruitful studies of evolution, due to its abilities for prediction and description of the most important evolutionary processes such as mutation, genetic drift and selection. The field is still growing today, with new methods and models being developed to answer questions of evolutionary relevance and to lift the veil on the past of all life forms. In this thesis, I present a modest contribution to the growth of population genetics. I investigate different questions related to the dynamics of populations, with particular focus on studying human evolution. I derive an upper bound and a lower bound for FST, a classical measure of population differentiation, as functions of the homozygosity in each of the two studied populations, and apply the result to discuss observed differentiation levels between human populations. I introduce a new criterion, the Gain of Informativeness for Assignment, to help us decide whether two genetic markers should be combined into a haplotype marker and improve the assignment of individuals to a panel of reference populations. Applying the method on SNP data for French, German and Swiss individuals, I show how haplotypes can lead to better assignment results when they are supervised by GIA. I also derive the population size over time as a function of the densities of cumulative coalescent times, show the robustness of this result to the number of loci as well as the sample size, and together with a simple algorithm of gene-genealogy inference, apply the method on low recombining regions of the human genome for four worldwide populations. I recover previously observed population size shapes, as well as uncover an early divergence of the Yoruba population from the non-African populations, suggesting ancient population structure on the African continent prior to the Out-of-Africa event. Finally, I present a case study of human adaptation to an arsenic-rich environment.
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| 53. |
- Goldberg, Amy, et al.
(författare)
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Ancient X chromosomes reveal contrasting sex bias in Neolithic and Bronze Age Eurasian migrations
- 2017
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Ingår i: Proceedings of the National Academy of Sciences of the United States of America. - : Proceedings of the National Academy of Sciences. - 0027-8424 .- 1091-6490. ; 114:10, s. 2657-2662
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Tidskriftsartikel (refereegranskat)abstract
- Dramatic events in human prehistory, such as the spread of agriculture to Europe from Anatolia and the late Neolithic/Bronze Age migration from the Pontic-Caspian Steppe, can be investigated using patterns of genetic variation among the people who lived in those times. In particular, studies of differing female and male demographic histories on the basis of ancient genomes can provide information about complexities of social structures and cultural interactions in prehistoric populations. We use a mechanistic admixture model to compare the sex-specifically-inherited X chromosome with the autosomes in 20 early Neolithic and 16 late Neolithic/Bronze Age human remains. Contrary to previous hypotheses suggested by the patrilocality of many agricultural populations, we find no evidence of sex-biased admixture during the migration that spread farming across Europe during the early Neolithic. For later migrations from the Pontic Steppe during the late Neolithic/Bronze Age, however, we estimate a dramatic male bias, with approximately five to 14 migrating males for every migrating female. We find evidence of ongoing, primarily male, migration from the steppe to central Europe over a period of multiple generations, with a level of sex bias that excludes a pulse migration during a single generation. The contrasting patterns of sex-specific migration during these two migrations suggest a view of differing cultural histories in which the Neolithic transition was driven by mass migration of both males and females in roughly equal numbers, perhaps whole families, whereas the later Bronze Age migration and cultural shift were instead driven by male migration, potentially connected to new technology and conquest.
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| 54. |
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| 55. |
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| 56. |
- Günther, Torsten, et al.
(författare)
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Ancient genomes link early farmers from Atapuerca in Spain to modern-day Basques
- 2015
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Ingår i: Proceedings of the National Academy of Sciences of the United States of America. - : Proceedings of the National Academy of Sciences. - 0027-8424 .- 1091-6490. ; 112:38, s. 11917-11922
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Tidskriftsartikel (refereegranskat)abstract
- The consequences of the Neolithic transition in Europe-one of the most important cultural changes in human prehistory-is a subject of great interest. However, its effect on prehistoric and modern-day people in Iberia, the westernmost frontier of the European continent, remains unresolved. We present, to our knowledge, the first genome-wide sequence data from eight human remains, dated to between 5,500 and 3,500 years before present, excavated in the El Portalon cave at Sierra de Atapuerca, Spain. We show that these individuals emerged from the same ancestral gene pool as early farmers in other parts of Europe, suggesting that migration was the dominant mode of transferring farming practices throughout western Eurasia. In contrast to central and northern early European farmers, the Chalcolithic El Portalon individuals additionally mixed with local southwestern hunter-gatherers. The proportion of hunter-gatherer-related admixture into early farmers also increased over the course of two millennia. The Chalcolithic El Portalon individuals showed greatest genetic affinity to modern-day Basques, who have long been considered linguistic and genetic isolates linked to the Mesolithic whereas all other European early farmers show greater genetic similarity to modern-day Sardinians. These genetic links suggest that Basques and their language may be linked with the spread of agriculture during the Neolithic. Furthermore, all modern-day Iberian groups except the Basques display distinct admixture with Caucasus/Central Asian and North African groups, possibly related to historical migration events. The El Portalon genomes uncover important pieces of the demographic history of Iberia and Europe and reveal how prehistoric groups relate to modern-day people.
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| 57. |
- Günther, Torsten, et al.
(författare)
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Genes mirror migrations and cultures in prehistoric Europe - a population genomic perspective
- 2016
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Ingår i: Current Opinion in Genetics and Development. - : Elsevier BV. - 0959-437X .- 1879-0380. ; 41, s. 115-123
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Forskningsöversikt (refereegranskat)abstract
- Genomic information from ancient human remains is beginning to show its full potential for learning about human prehistory. We review the last few years' dramatic finds about European prehistory based on genomic data from humans that lived many millennia ago and relate it to modern-day patterns of genomic variation. The early times, the Upper Paleolithic, appears to contain several population turn-overs followed by more stable populations after the Last Glacial Maximum and during the Mesolithic. Some 11 000 years ago the migrations driving the Neolithic transition start from around Anatolia and reach the north and the west of Europe millennia later followed by major migrations during the Bronze Age. These findings show that culture and lifestyle were major determinants of genomic differentiation and similarity in pre-historic Europe rather than geography as is the case today.
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| 58. |
- Günther, Torsten, et al.
(författare)
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Population genomics of Mesolithic Scandinavia : Investigating early postglacial migration routes and high-latitude adaptation
- 2018
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Ingår i: PLoS biology. - : Public Library of Science (PLoS). - 1544-9173 .- 1545-7885. ; 16:1
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Tidskriftsartikel (refereegranskat)abstract
- Scandinavia was one of the last geographic areas in Europe to become habitable for humans after the Last Glacial Maximum (LGM). However, the routes and genetic composition of these postglacial migrants remain unclear. We sequenced the genomes, up to 57x coverage, of seven hunter-gatherers excavated across Scandinavia and dated from 9,500-6,000 years before present (BP). Surprisingly, among the Scandinavian Mesolithic individuals, the genetic data display an east-west genetic gradient that opposes the pattern seen in other parts of Mesolithic Europe. Our results suggest two different early postglacial migrations into Scandinavia: initially from the south, and later, from the northeast. The latter followed the ice-free Norwegian north Atlantic coast, along which novel and advanced pressure-blade stone-tool techniques may have spread. These two groups met and mixed in Scandinavia, creating a genetically diverse population, which shows patterns of genetic adaptation to high latitude environments. These potential adaptations include high frequencies of low pigmentation variants and a gene region associated with physical performance, which shows strong continuity into modern-day northern Europeans.
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| 59. |
- Gutte, Henrik, et al.
(författare)
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Automated interpretation of PET/CT images in patients with lung cancer.
- 2007
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Ingår i: Nuclear Medicine Communications. - 1473-5628. ; 28:2, s. 79-84
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Tidskriftsartikel (refereegranskat)abstract
- Purpose: To develop a completely automated method based on image processing techniques and artificial neural networks for the interpretation of combined [18F]fluorodeoxyglucose (FDG) positron emission tomography (PET) and computed tomography (CT) images for the diagnosis and staging of lung cancer. Methods: A total of 87 patients who underwent PET/CT examinations due to suspected lung cancer comprised the training group. The test group consisted of PET/CT images from 49 patients suspected with lung cancer. The consensus interpretations by two experienced physicians were used as the 'gold standard' image interpretation. The training group was used in the development of the automated method. The image processing techniques included algorithms for segmentation of the lungs based on the CT images and detection of lesions in the PET images. Lung boundaries from the CT images were used for localization of lesions in the PET images in the feature extraction process. Eight features from each examination were used as inputs to artificial neural networks trained to classify the images. Thereafter, the performance of the network was evaluated in the test set. Results: The performance of the automated method measured as the area under the receiver operating characteristic curve, was 0.97 in the test group, with an accuracy of 92%. The sensitivity was 86% at a specificity of 100%. Conclusions: A completely automated method using artificial neural networks can be used to detect lung cancer with such a high accuracy that the application as a clinical decision support tool appears to have significant potential.
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| 60. |
- Hammarén, Rickard, 1989-
(författare)
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From the migrations of herders and farmers to the colonial era and the modern-day : Genetic inferences on African demographic history
- 2022
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Doktorsavhandling (övrigt vetenskapligt/konstnärligt)abstract
- Africa is the birthplace of the human species and home to great linguistic, cultural, and genetic diversity. Despite this, the genetics of the peoples of the continent remains understudied. In this thesis, I apply population genetic approaches, to contribute to the knowledge of human demographic history in Africa. Specifically, I investigated three events that have had major impacts on human population genetics in Africa. Paper I, investigated Eurasian back migrations into Northeast Africa and what genetic patterns this has left in the current-day populations of the area. I identified complex demography and linguistic stratification of Eurasian admixture in the region. These genetic patterns coincide in time with historical events such as the spread of Islam, the fall of the Kingdom of Aksum, and trade routes across the Red Sea. Paper II focused on the Bantu expansion, the different migratory routes of Bantu-speakers out of West Africa, and how they shaped the genetic makeup of the peoples of sub-equatorial Africa. We compiled the most comprehensive geographically distributed genetic dataset of Bantu-speaking individuals to date. I investigated the spatial patterns of migrations and the decline of genetic diversity from their homeland. I find evidence for serial founder events and migrations across Zambia and the Congo basin to the rest of sub-equatorial Africa. Paper III and IV involved South Africa and the effects that European colonialism and 20:th century policies have had on the country's genetic landscape. Paper III focuses on the Afrikaner population of South Africa, descendants of the first European settlers of the Cape colony, I describe the extent of African and Asian admixture in this population and investigate evidence of selection and adaptive admixture. Paper IV focuses on the Coloured population of South Africa, an emergent cultural identity. The Coloured population traces their origin primarily to Khoe-San women, manumitted slaves, and European men from the Cape colony. The term Coloured was also used for admixed individuals under the Apartheid racial classification system. The Coloured has one of the most complex admixture histories in the world, with genetic ancestry from Europe, East and South Asia, West and East Africa, as well as southern African Khoe-San. In our paper, we describe these complex patterns, the differences in sex-biased admixture, and determine the admixture dates across an extensive collection of Coloured, across South Africa. My work thus highlights complex genetic patterns within African human demographic history and shows how profoundly it has been shaped by the movement of people in the last 5 000 years.
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