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Publications (8 of 8) Show all publications
Bergfeldt, N. (2025). Metagenomic analysis for detection of pathogenic microorganisms in prehistoric human populations. (Doctoral dissertation). Stockholm: Department of Zoology, Stockholm University
Open this publication in new window or tab >>Metagenomic analysis for detection of pathogenic microorganisms in prehistoric human populations
2025 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Disease and pathogens have affected human populations throughout history, something that the global pandemics of the 21st century can attest for. With the development of methods for DNA extraction and sequencing during the last decade, it is now possible to study ancient pathogen evolution and transmission more in depth, within the field of ancient metagenomics. However, a long-standing challenge in ancient metagenomics has been high error rates and false positive identifications. In this thesis, I have aimed to initially improve the methods for analysing ancient DNA data, and further to study the presence and evolution of pathogens in populations across human prehistory. In chapter I, I present aMeta, an accurate ancient metagenomics profiling workflow that has been designed to minimize the number of false positive identifications, as well as to streamline computer memory usage. Using simulated as well as authentic ancient DNA data, aMeta was benchmarked against an existing workflow, and its superior sensitivity and specificity in both microbial detection and authentication was demonstrated. Further, we could show its substantially lower usage of computer memory. In chapter II, the aMeta workflow was applied on a dataset consisting of 38 individuals from four Mesolithic and Neolithic Scandinavian human cultural complexes. Several species of bacteria were identified in the dataset, for example the bacterium Salmonella enterica in two individuals from the Battle Axe cultural complex. Since osteological examination did not present any physical damage to the bones, this disease may have been the cause of death for the infected individuals. Several species of the bacterial genus Yersinia were identified in individuals from the Funnel Beaker culture context, and denser populations in an agricultural context may have facilitated the transmission of these pathogens. Further, in Mesolithic and Neolithic hunter-gatherers, two pathogenic species of the genus Neisseria were identified, representing the, to our knowledge, earliest findings of the species to date. In chapter III, aMeta was applied to a dataset from Mexico, consisting of 41 individuals dated between 900 – 1800 CE. In one individual, we identified DNA from the bacterium Vibrio cholerae, the causing agent of cholera. We created a phylogeny consisting of available, globally collected Vibrio genomes and concluded that our finding, the earliest of V. cholerae to date, likely belongs to a non-choleric strain and thus may not have been the cause of an epidemic. Further, the finding indicates that cholera may have arrived in the Americas decades earlier than previous research has shown. In chapter IV, we presented genomic data from 40 individuals in northeast Asia, dated between circa 16,900 and 550 years ago. Population demographics showed genetic affinity between the analysed individuals and present-day human populations in Asia and Native America. We further used the metagenomics tool Malt to identify Yersinia pestis reads in two individuals from 4,400 and 3,800 years ago respectively, representing the most northeastern ancient finding of the bacterium.

Place, publisher, year, edition, pages
Stockholm: Department of Zoology, Stockholm University, 2025
Keywords
ancient DNA, pathogen evolution, metagenomics, Salmonella enterica, Vibrio cholerae, Yersinia pestis, Neolithic
National Category
Biological Sciences
Research subject
Systematic Zoology
Identifiers
urn:nbn:se:su:diva-238718 (URN)978-91-8107-098-9 (ISBN)978-91-8107-099-6 (ISBN)
Public defence
2025-03-21, Vivi Täckholmsalen (Q-salen), NPQ-huset, Svante Arrhenius väg 20, Stockholm, 10:00 (English)
Opponent
Supervisors
Available from: 2025-02-26 Created: 2025-01-29 Last updated: 2025-02-14Bibliographically approved
Cockerill, C. A., Chacón-Duque, J. C., Bergfeldt, N., von Seth, J., Björklund, G., Hasselgren, M., . . . Norén, K. (2025). That's So Last Season: Unraveling the Genomic Consequences of Fur Farming in Arctic Foxes (Vulpes lagopus). Molecular Ecology
Open this publication in new window or tab >>That's So Last Season: Unraveling the Genomic Consequences of Fur Farming in Arctic Foxes (Vulpes lagopus)
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2025 (English)In: Molecular Ecology, ISSN 0962-1083, E-ISSN 1365-294XArticle in journal (Refereed) Epub ahead of print
Abstract [en]

Humans have relied on animal fur for centuries, yet fur farming only began recently during the mid-19th Century. Little is known about this incipient domestication or the genomic processes involved. Domestication may involve founder effects, population bottlenecks and low population size, which, when combined with intense artificial selection, lead to inbreeding, a limited gene pool and reduced fitness. The arctic fox (Vulpes lagopus) has been farmed intensively since the early 1900s and has been artificially selected for economic phenotypes. We investigated the origin of these lineages and the genomic consequences of intensive farming by comparing the genomes of farmed and wild arctic foxes from across their range. Our research indicates recent inbreeding through long Runs of Homozygosity and reduced genomic variation in farmed foxes relative to their respective wild populations. We identified a coastal ecotype origin for all Fennoscandian farmed arctic foxes, aligning them phylogenetically with the wild Icelandic population, a geographically isolated and phenotypically distinct coastal lineage. The depleted genome-wide heterozygosity and increased recent inbreeding in farmed fox lineages is consistent with a heavy consequence of domestication, shedding light on the demographic history and genomic consequences of human manipulation. We highlight the need for increased genomic investigations into fur farm populations to understand the incipient domestication process and uncover the cost of intense farming. The genomic consequences of domestication must be considered in the management of fur farms, with actionable steps needed to prevent descendants of escaped farmed foxes from polluting the gene pool in the wild through introgression.

Keywords
domestication, arctic fox, demographic history, whole-genome sequencing
National Category
Zoology
Research subject
Conservation Biology
Identifiers
urn:nbn:se:su:diva-233597 (URN)10.1111/mec.70166 (DOI)001613493400001 ()2-s2.0-105021543945 (Scopus ID)
Projects
Svenska Fjällrävsprojektet
Funder
Swedish Research Council for Environment, Agricultural Sciences and Spatial Planning, 2015-1526Swedish Research Council for Environment, Agricultural Sciences and Spatial Planning, 2020-01402The Research Council of Norway, 244557Knut and Alice Wallenberg FoundationGöran Gustafsson Foundation for Research in Natural Sciences and MedicineWWF SwedenCarl Tryggers foundation , CTS 19: 257Interreg Sweden-Norway, 304-4159-13Interreg Sweden-Norway, 20200939Interreg Sweden-Norway, 20201086Interreg Sweden-Norway, 0203530Interreg Aurora
Available from: 2024-09-18 Created: 2024-09-18 Last updated: 2025-12-17
Bergfeldt, N., Kirdök, E., Oskolkov, N., Mirabello, C., Unneberg, P., Malmström, H., . . . Götherström, A. (2024). Identification of microbial pathogens in Neolithic Scandinavian humans. Scientific Reports, 14(1), Article ID 5630.
Open this publication in new window or tab >>Identification of microbial pathogens in Neolithic Scandinavian humans
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2024 (English)In: Scientific Reports, E-ISSN 2045-2322, Vol. 14, no 1, article id 5630Article in journal (Refereed) Published
Abstract [en]

With the Neolithic transition, human lifestyle shifted from hunting and gathering to farming. This change altered subsistence patterns, cultural expression, and population structures as shown by the archaeological/zooarchaeological record, as well as by stable isotope and ancient DNA data. Here, we used metagenomic data to analyse if the transitions also impacted the microbiome composition in 25 Mesolithic and Neolithic hunter-gatherers and 13 Neolithic farmers from several Scandinavian Stone Age cultural contexts. Salmonella enterica, a bacterium that may have been the cause of death for the infected individuals, was found in two Neolithic samples from Battle Axe culture contexts. Several species of the bacterial genus Yersinia were found in Neolithic individuals from Funnel Beaker culture contexts as well as from later Neolithic context. Transmission of e.g. Y. enterocolitica may have been facilitated by the denser populations in agricultural contexts.

National Category
Archaeology Evolutionary Biology
Identifiers
urn:nbn:se:su:diva-228202 (URN)10.1038/s41598-024-56096-0 (DOI)001185083700029 ()38453993 (PubMedID)2-s2.0-85187126539 (Scopus ID)
Available from: 2024-04-10 Created: 2024-04-10 Last updated: 2025-01-30Bibliographically approved
Pochon, Z., Bergfeldt, N., Kirdök, E., Vicente, M., Naidoo, T., van der Valk, T., . . . Oskolkov, N. (2023). aMeta: an accurate and memory-efficient ancient metagenomic profiling workflow. Genome Biology, 24(1), Article ID 242.
Open this publication in new window or tab >>aMeta: an accurate and memory-efficient ancient metagenomic profiling workflow
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2023 (English)In: Genome Biology, ISSN 1465-6906, E-ISSN 1474-760X, Vol. 24, no 1, article id 242Article in journal (Refereed) Published
Abstract [en]

Analysis of microbial data from archaeological samples is a growing field with great potential for understanding ancient environments, lifestyles, and diseases. However, high error rates have been a challenge in ancient metagenomics, and the availability of computational frameworks that meet the demands of the field is limited. Here, we propose aMeta, an accurate metagenomic profiling workflow for ancient DNA designed to minimize the amount of false discoveries and computer memory requirements. Using simulated data, we benchmark aMeta against a current state-of-the-art workflow and demonstrate its superiority in microbial detection and authentication, as well as substantially lower usage of computer memory.

Keywords
Ancient metagenomics, Pathogen detection, Microbiome profiling, Ancient DNA
National Category
Microbiology Bioinformatics (Computational Biology)
Identifiers
urn:nbn:se:su:diva-224292 (URN)10.1186/s13059-023-03083-9 (DOI)001097597600002 ()37872569 (PubMedID)2-s2.0-85174716587 (Scopus ID)
Available from: 2023-12-07 Created: 2023-12-07 Last updated: 2025-10-08Bibliographically approved
Kılınç, G. M., Kashuba, N., Koptekin, D., Bergfeldt, N., Dönertaş, H. M., Rodríguez-Varela, R., . . . Götherström, A. (2021). Human population dynamics and Yersinia pestis in ancient northeast Asia. Science Advances, 7(2), Article ID eabc4587.
Open this publication in new window or tab >>Human population dynamics and Yersinia pestis in ancient northeast Asia
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2021 (English)In: Science Advances, E-ISSN 2375-2548, Vol. 7, no 2, article id eabc4587Article in journal (Refereed) Published
Abstract [en]

We present genome-wide data from 40 individuals dating to c.16,900 to 550 years ago in northeast Asia. We describe hitherto unknown gene flow and admixture events in the region, revealing a complex population history. While populations east of Lake Baikal remained relatively stable from the Mesolithic to the Bronze Age, those from Yakutia and west of Lake Baikal witnessed major population transformations, from the Late Upper Paleolithic to the Neolithic, and during the Bronze Age, respectively. We further locate the Asian ancestors of Paleo-Inuits, using direct genetic evidence. Last, we report the most northeastern ancient occurrence of the plague-related bacterium, Yersinia pestis. Our findings indicate the highly connected and dynamic nature of northeast Asia populations throughout the Holocene.

National Category
History and Archaeology Biological Sciences Microbiology in the medical area
Identifiers
urn:nbn:se:su:diva-191005 (URN)10.1126/sciadv.abc4587 (DOI)000606331400011 ()33523963 (PubMedID)
Available from: 2021-03-12 Created: 2021-03-12 Last updated: 2025-01-30Bibliographically approved
Dussex, N., Bergfeldt, N., Prado, V. d., Dehasque, M., Diez-del-Molino, D., Ersmark, E., . . . Heintzman, P. D. (2021). Integrating multi-taxon palaeogenomes and sedimentary ancient DNA to study past ecosystem dynamics. Proceedings of the Royal Society of London. Biological Sciences, 288(1957), Article ID 20211252.
Open this publication in new window or tab >>Integrating multi-taxon palaeogenomes and sedimentary ancient DNA to study past ecosystem dynamics
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2021 (English)In: Proceedings of the Royal Society of London. Biological Sciences, ISSN 0962-8452, E-ISSN 1471-2954, Vol. 288, no 1957, article id 20211252Article, review/survey (Refereed) Published
Abstract [en]

Ancient DNA (aDNA) has played a major role in our understanding of the past. Important advances in the sequencing and analysis of aDNA from a range of organisms have enabled a detailed understanding of processes such as past demography, introgression, domestication, adaptation and speciation. However, to date and with the notable exception of microbiomes and sediments, most aDNA studies have focused on single taxa or taxonomic groups, making the study of changes at the community level challenging. This is rather surprising because current sequencing and analytical approaches allow us to obtain and analyse aDNA from multiple source materials. When combined, these data can enable the simultaneous study of multiple taxa through space and time, and could thus provide a more comprehensive understanding of ecosystem-wide changes. It is therefore timely to develop an integrative approach to aDNA studies by combining data from multiple taxa and substrates. In this review, we discuss the various applications, associated challenges and future prospects of such an approach.

Keywords
palaeogenomes, sedaDNA, integrative, ecosystem shifts, extinction
National Category
Biological Sciences
Identifiers
urn:nbn:se:su:diva-198330 (URN)10.1098/rspb.2021.1252 (DOI)000691050300005 ()34428961 (PubMedID)
Available from: 2021-11-03 Created: 2021-11-03 Last updated: 2022-03-07Bibliographically approved
Larsson, P., von Seth, J., Hagen, I. J., Götherström, A., Androsov, S., Germonpre, M., . . . Dalén, L. (2019). Consequences of past climate change and recent human persecution on mitogenomic diversity in the arctic fox. Philosophical Transactions of the Royal Society of London. Biological Sciences, 374(1788), Article ID 20190212.
Open this publication in new window or tab >>Consequences of past climate change and recent human persecution on mitogenomic diversity in the arctic fox
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2019 (English)In: Philosophical Transactions of the Royal Society of London. Biological Sciences, ISSN 0962-8436, E-ISSN 1471-2970, Vol. 374, no 1788, article id 20190212Article in journal (Refereed) Published
Abstract [en]

Ancient DNA provides a powerful means to investigate the timing, rate and extent of population declines caused by extrinsic factors, such as past climate change and human activities. One species probably affected by both these factors is the arctic fox, which had a large distribution during the last glaciation that subsequently contracted at the start of the Holocene. More recently, the arctic fox population in Scandinavia went through a demographic bottleneck owing to human persecution. To investigate the consequences of these processes, we generated mitogenome sequences from a temporal dataset comprising Pleistocene, historical and modern arctic fox samples. We found no evidence that Pleistocene populations in mid-latitude Europe or Russia contributed to the present-day gene pool of the Scandinavian population, suggesting that postglacial climate warming led to local population extinctions. Furthermore, during the twentieth-century bottleneck in Scandinavia, at least half of the mitogenome haplotypes were lost, consistent with a 20-fold reduction in female effective population size. In conclusion, these results suggest that the arctic fox in mainland Western Europe has lost genetic diversity as a result of both past climate change and human persecution. Consequently, it might be particularly vulnerable to the future challenges posed by climate change. This article is part of a discussion meeting issue 'The past is a foreign country: how much can the fossil record actually inform conservation?'

Keywords
mitochondrial DNA, mitogenome, arctic fox, bottleneck, climate change
National Category
Biological Sciences
Identifiers
urn:nbn:se:su:diva-178672 (URN)10.1098/rstb.2019.0212 (DOI)000506578700004 ()31679495 (PubMedID)
Available from: 2020-02-17 Created: 2020-02-17 Last updated: 2022-03-23Bibliographically approved
Bergfeldt, N., Oskolkov, N., Rodriguez-Varela, R., Guinet, B., Larsson, P., Talavera González, J., . . . Valdiosera, C.Vibrio cholerae in 18th century Mexico.
Open this publication in new window or tab >>Vibrio cholerae in 18th century Mexico
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(English)Manuscript (preprint) (Other academic)
National Category
Archaeology Biological Sciences
Identifiers
urn:nbn:se:su:diva-238790 (URN)
Available from: 2025-01-30 Created: 2025-01-30 Last updated: 2025-01-30
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0003-2767-8156

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