Frank M. Aarestrup’s research while affiliated with Technical University of Denmark and other places

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Publications (634)


Epidemiological and genomic evolution of the ongoing outbreak of clade Ib mpox virus in the eastern Democratic Republic of the Congo
  • Article
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February 2025

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13 Reads

Nature Medicine

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Frank M Aarestrup

In September 2023, an ongoing mpox outbreak emerged in South Kivu (DRC) which spread to other regions and countries. We describe the epidemiological and genomic evolution of the outbreak between September 2023 and June 2024. Samples were collected from hospitalized patients, along with data on residence and possible exposures. Employee numbers and locations were recorded for bars with sex workers. Where possible, exposures were linked to genomic sequencing data for cluster analysis. In total, 670 cases were admitted to Kamituga hospital from 17 health areas. Of the cases, 52,4% were in females, and 47,6% in males. The majority (83,4%) were linked to professional sexual interactions. Seven deaths occurred and three healthcare workers acquired mpox. Eight of fourteen pregnant women had fetal loss. Phylogenetic analysis revealed three Clade Ib clusters. Longer branches of a sequence clustering with sequences from Kenya, Uganda, Sweden and Thailand indicate more undocumented spread. Mutations were mostly APOBEC3-type mutations indicative of sustained human-to-human transmission. No clear link between sequence cluster, bar or health area was observed. These data suggest rapid spread mostly through sexual contact within densely populated areas. Spread to neighboring countries highlights the need for extended cross-border collaboration, health education strategies focusing on sex workers, contact tracing, clinical care and surveillance.

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High throughput single cell metagenomic sequencing with semi-permeable capsules: unraveling microbial diversity at the single-cell level in sewage and fecal microbiomes

February 2025

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18 Reads

Single-cell sequencing may serve as a powerful complementary technique to shotgun metagenomics to study microbiomes. This emerging technology allows the separation of complex microbial communities into individual bacterial cells, enabling high-throughput sequencing of genetic material from thousands of singular bacterial cells in parallel. Here, we validated the use of microfluidics and semi-permeable capsules (SPCs) technology (Atrandi) to isolate individual bacterial cells from sewage and pig fecal samples. Our method involves extracting and amplifying single bacterial DNA within individual SPCs, followed by combinatorial split-and-pool single-amplified genome (SAG) barcoding and short-read sequencing. We tested two different sequencing approaches with different numbers of SPCs from the same sample for each sequencing run. Using a deep sequencing approach, we detected 1,796 and 1,220 SAGs, of which 576 and 599 were used for further analysis from one sewage and one fecal sample, respectively. In shallow sequencing data, we aimed for 10-times more cells and detected 12,731 and 17,909 SAGs, of which we used 2,456 and 1,599 for further analysis for sewage and fecal samples, respectively. Additionally, we identified the top 10 antimicrobial resistance genes (ARGs) in both sewage and feces samples and linked them to their individual host bacterial species.


One day in Denmark: whole-genome sequence-based analysis of Escherichia coli isolates from clinical settings

January 2025

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42 Reads

Journal of Antimicrobial Chemotherapy

Background WGS can potentially be routinely used in clinical microbiology settings, especially with the increase in sequencing accuracy and decrease in cost. Escherichia coli is the most common bacterial species analysed in those settings, thus fast and accurate diagnostics can lead to reductions in morbidity, mortality and healthcare costs. Objectives To evaluate WGS for diagnostics and surveillance in a collection of clinical E. coli; to examine the pool of antimicrobial resistance (AMR) determinants circulating in Denmark and the most frequent STs; and to evaluate core-genome MLST (cgMLST) and SNP-based clustering approaches for detecting genetically related isolates. Methods We analysed the genomes of 699 E. coli isolates collected throughout all Danish Clinical Microbiology Laboratories. We used rMLST and KmerFinder for species identification, ResFinder for prediction of AMR, and PlasmidFinder for plasmid identification. We used Center for Genomic Epidemiology MLST, cgMLSTFinder and CSI Phylogeny to perform typing and clustering analysis. Results Genetic AMR determinants were detected in 56.2% of isolates. We identified 182 MLSTs, most frequently ST-69, ST-73, ST-95 and ST-131. Using a maximum 15-allele difference as the threshold for genetic relatedness, we identified 23 clusters. SNP-based phylogenetic analysis within clusters revealed from 0 to 13 SNPs, except two cases with 111 and 461 SNPs. Conclusions WGS data are useful to characterize clinical E. coli isolates, including predicting AMR profiles and subtyping in concordance with surveillance data. We have shown that it is possible to adequately cluster isolates through a cgMLST approach, but it remains necessary to define proper interpretative criteria.


(A) Principal component analysis based on abundances of the ResFinder, ResFinderFG, and ResFinderNG glycopeptide resistance genes showing the clustering of samples from the three different sewage treatment plants: Lynetten (RL), Avedøre (RA), and Damhusåen (RD). The ordination analysis is based on a threshold on the feature clr variance and feature clr median across samples (feature clr variance >2 and feature clr median >0.5) to include only abundant and relevant features for the clustering. (B) Differential abundant glycopeptide resistance genes comparing Rensningsanlæg Avedøre (RA) and Rensningsanlæg Lynetten (RL). (C) Differential abundant glycopeptide resistance genes comparing Rensningsanlæg Damhusåen (RD) and Rensningsanlæg Lynetten (RL).
(A) Flanking analysis of the vanHAX cluster: 6,056 bp downstream and 1,875 bp upstream from the gene. The distance tree is based on the alignment of the flanking regions. (B) Flanking analysis of the vanHBX cluster: 3,196 bp downstream and 2,363 bp upstream of the gene. The distance tree is based on the alignment of the flanking regions.
Phylogeny of the high- and medium-quality MAGs containing either vanHAX or vanHBX resistance (HQ: bin ≥ 90% complete and bin ≤ 5% contamination, MQ: bin ≥ 70% complete and bin ≤10% contamination) in the GTDB_Tk reference tree.
Taxonomy of the 40 vanHAX- and 38 vanHBX-containing conventional contigs using a BLASTN lowest common tax level approach. Only hits with high confidence were considered for this approach (e-value <1e−50).
Taxonomy of the 441 vanHAX- and 5 vanHBX-containing Hi-C reads using a BLASTN lowest common tax level approach. Only hits with high confidence were considered (e-value <1e−50).
Using genomics to explore the epidemiology of vancomycin resistance in a sewage system

December 2024

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8 Reads

Microbiology Spectrum

VanHAX-mediated glycopeptide resistance has been consistently high in one of the three main sewer systems in Copenhagen, Lynetten, for +20 years. To explore this for other glycopeptide resistance genes, and whether the colonization has resulted in establishment of multiple bacterial taxa, we mapped 505 shotgun metagenomic data sets from the inlet of three sewage treatment plants to 831 different glycopeptide resistance genes. Only vanHAX and vanHBX genes were differentially abundant in Lynetten. Analyses of eight contigs suggested limited variations in the flanking regions. Proximity ligation metagenomic analysis of 12 samples from Lynetten identified 441 and 5 paired reads mapping to vanHAX and vanHBX, respectively. The other end of these reads was mapped to generated metagenomic-assembled genomes and NCBI using BLAST. vanHBX could only be linked to the phylum level (Bacillota). Plasmid analysis of vanHBX Hi-C contigs showed that these were mainly located on plasmids reported found in enterococci species. Most vanHAX-linked reads could only be linked to phylum and class level, but some reads were assigned to Enterococcus faecium (7 reads), Enterococcus faecalis (4 reads), Paenibacillus apiarius (2 reads), and Paenibacillus thiaminolyticus (27 reads). Ten of the 20 Hi-C contigs-containing vanHAX were annotated as plasmid, all reported found in Enterococcus species. This study shows that while Hi-C technology is valuable for linking antimicrobial resistance genes to bacterial taxa, it suffers from challenges in reliably mapping the linked read to a genomic region with sufficient taxonomic information. Our results also suggest that over the +20 years of colonizing a sewer system, vanHAX has not become widespread across multiple taxa, remaining primarily in E. faecalis and E. faecium, with the exception of Paenibacillus. IMPORTANCE Long-term colonization of microbial communities with antimicrobial-resistant bacteria is expected to result in sharing of the resistance genes between several different bacterial taxa of the communities. We investigated microbiomes from a sewer, which have been colonized with glycopeptide-resistant bacteria harboring the mobile vanHAX gene cluster for a minimum of 20 years, using metagenomics sequencing and Hi-C. We found that despite the long-term presence in the sewer, the vanHAX genes have seemingly not disseminated widely.




Acquisition and distribution of Salmonella Typhi isolates (harboring vs non-harboring blaTEM). Acquisition of S. Typhi harboring blaTEM isolates from publicly available online database (A). The distribution of S. Typhi isolates (harboring vs non-harboring blaTEM) shows as the world map (B), year of isolation (C) and country of origin (D). Legend, green is S. Typhi harboring blaTEM isolates (n = 6079) and grey is non-harboring blaTEM isolates (n = 13,275).
Distribution of Salmonella Typhi harboring blaTEM isolates. The distribution of the selected isolates (n = 6079) is divided by year (A), country (B) and genotype (C).
Association of flanking region patterns with analyzed genomic data. The flanking region patterns (1) are linked to genotype (2), antibiotic resistance gene (ARG) profile (3) and plasmid replicon profile (4) (A). The S. Typhi harboring blaTEM isolates with flankophile outputs (n = 740) are used for constructing a SNP Tree using CT18 as reference strain. The tree has 36,350 SNP and 76.5% coverage. The distribution of flanking region pattern of S. Typhi harboring blaTEM isolates shows as the world map (B). The dynamics of flanking region patterns is shown between 2004 and 2023 (C). The symbols of seven common flanking region patterns, pattern 01 (five point star), pattern 02 (triangle), pattern 03 (square), pattern 04 (circle), pattern 05 (oval), pattern 06 (hexagon) and pattern 07 (multipoint star), depict linkage of the flanking region pattern with other metadata.
Clustering of flanking region patterns of S. Typhi harboring blaTEM isolates. The clustering is linked between a flankophile tree constructed using Flankophile and a SNP tree constructed using CSIPhylogeny. The clustering represents association between flanking region pattern (1) and genotype (2), ARG profile (3), plasmid replicon profile (4) and country (5). The symbols of seven common flanking region patterns, pattern 01 (five point star), pattern 02 (triangle), pattern 03 (square), pattern 04 (circle), pattern 05 (oval), pattern 06 (hexagon) and pattern 07 (multipoint star), depict linkage of the flanking region pattern with other metadata.
The dynamics of blaTEM resistance genes in Salmonella Typhi

October 2024

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73 Reads

Salmonella Typhi (S. Typhi) is an important pathogen causing typhoid fever worldwide. The emergence of antibiotic resistance, including that of blaTEM genes encoding to TEM β\:\beta\:-lactamases has been observed. This study aimed to investigate the dynamics of blaTEM genes in S. Typhi by analyzing the phylogeny and flanking region patterns and phylogenetic associating them with metadata (year, country) and genomic data (genotypes, antibiotic resistance genes (ARGs), plasmids). Genomic sequences of publicly available S. Typhi harboring blaTEM (n = 6079), spanning from 1983 to 2023, were downloaded and analyzed using CSIPhylogeny for phylogeny, Flankophile for identifying genetic contexts around blaTEM genes and GenoTyphi for determining genotypes, ARGs and plasmid replicons. We found that blaTEM-positive isolates occurred most commonly in specific location, especially in Asia and Africa and clustered among a limited number of genotypes. Flankophile identified 740 isolates (12.2%) with distinct flanking region patterns, which were categorized into 13 patterns. Notably, 7 patterns showed a predominantly phylogenetic association with genotypes. Additionally, these 7 patterns exhibited relation to the country, ARGs and plasmid replicons. Further examination of the flanking region patterns provided association with mobile genetic elements (MGEs). Taken together, this study suggests that blaTEM has been acquired by S. Typhi isolates a limited number of times and subsequently spread clonally with specific genotypes.



Figure 1 Distribution of laboratory-confirmed mpox cases in different health districts of Burundi up to 20 August 2024 (n = 170 cases)
Figure 4 Phylogenetic analysis of whole genome sequences from MPXV derived from mpox cases in Burundi along with all publicly available complete Clade Ib MPXV sequences
Monkeypox Clade Ib virus introduction into Burundi: first findings, July to mid-August 2024

October 2024

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72 Reads

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3 Citations

European Communicable Disease Bulletin

We describe cases with monkeypox virus (MPXV) Clade Ib in Burundi from their first detection in July until 20 August 2024. Testing 442 people with vesicular lesions confirmed 170 cases (98 male; 72 female), 82 (48%) being < 15 years old. Differential diagnosis of the first 30 individuals testing MPXV negative revealed chickenpox in 20. Cases occurred in 26 of 49 Burundi health districts, but mostly in Bujumbura Nord (88/170; 67%). Case-derived MPXV genetic sequences from Burundi and South-Kivu (Democratic Republic of the Congo), clustered together in phylogenetic analysis.


Figure 1 (A) Epicurve of outbreak based on Kamituga health zone surveillance dataset for the mpox patients' admissions at Kamituga hospital and the deaths per epidemiological week between September 29th, 2023 to June 29th, 2024.
Figure 2 :(A) reports population density (2023) per health area in Kamituga health zone, between September 29th, 2023 and April 21st, 2024, South-Kivu, DRC, (B) reports number of sex workers per 1000 inhabitants, (C) reports number of mpox cases per 1000 inhabitants. Gray areas do not have any recorded population (A), sex workers (B), or have not reported any cases (C).
Figure 3: Zoom-in of phylogenetic tree specific for the currently shared and newly sequenced clade Ib sequences. Left panel shows the phylogenetic tree with colored tips indicating health area of originating patient. Colored asterisks indicate sequences from different samples of the same patient. Proposed clusters are shown by shading and annotated by markings on the right side of the tree. Middle panel shows linking mutations, present in two or more cases. Right panel shows unique mutations. Differences from the majority rule consensus are highlighted in color. Mutations with characteristic APOBEC3 signature are marked with a black box. Positions that were masked by manual curation or due to too little coverage are indicated with "N". Ambiguous nucleotides are marked in dark gray.
Description of number of inhabitants, bars, persons employed as sexworkers, notified mpox cases for the health areas that notified cases during the study period. Last column indicates from which area samples were successfully sequenced.
Mapping and sequencing of cases from an ongoing outbreak of Clade Ib monkeypox virus in South Kivu, Eastern Democratic Republic of the Congo between September 2023 to June 2024

September 2024

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109 Reads

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3 Citations

Background In September 2023, an mpox outbreak was reported in the eastern part, South Kivu Province, of Democratic Republic of the Congo. This outbreak is still ongoing and expanding to other regions and countries. Here, we describe the epidemiological and genomic evolution of the outbreak from September 2023 to June 2024. Methods Consenting patients with mpox-like symptoms admitted to the Kamituga and the Kamanyola hospitals were recruited to the study. Samples from throat, lesions, breast milk and placenta were collected for PCR testing and sequencing. For the patients from Kamituga hospital, data on place of residence and possible exposures were collected by interviews. The location and numbers of employees were collected for all bars with sex workers. Where possible, exposures were linked to the genomic sequencing data for cluster analysis. Findings In total, 670 (suspected) mpox cases were admitted to the Kamituga hospital. There were slightly more female than male cases (351/670 [52,4%] versus 319/670, [47,6%], and cases were reported from 17 different health areas. The majority of cases were reported in Mero (205/670 [30,6%]), followed by Kimbangu (115/670 [17,2%]), Kabukungu (105/670 [16,7%]), and Asuku (73/670 [10.9%]). During this period, 7 deaths occurred and 8 out of 14 women who were pregnant had fetal loss. Three healthcare workers acquired mpox infection when caring for patients. In depth case ascertainment showed that 83,4% of patients reported recent visits to bars for (professional) sexual interactions as a likely source of infection. Whole genome sequencing resulted in the generation of 58 genome sequences. Three main clusters characterized by specific mutations were identified and several miniclusters of 2 or more sequences with over two shared mutations. No clear link between sequence cluster, bar or health area was observed. The more recent sequences from Kamanyola were related to the sequences in Kamituga and confirmed to be Clade Ib. However, relatively long branches were observed and one of the sequences clustered with publicly released sequences from travelers in Kenya, Uganda, Sweden and Thailand, indicating more undocumented ongoing spread for cluster A than for the other clusters. Most observed mutations were APOBEC-3 related mutations indicative of ongoing human-to-human transmission. Interpretation These data suggests that the rapid transmission of monkeypox virus until June 2024 was mostly related to interactions with professional sex workers (PSW) within densely populated health areas. The expanding number of cases and the recent expansion to 29 other nearby health zones of South -Kivu as well as Rwanda, Burundi, Uganda and Kenya stresses the need for cross border surveillance and collaboration. Urgent enhanced response action is needed, including case finding, diagnostic capacity building, health education programmes focussing on sex workers, and possibly vaccination to limit further escalation and stop this outbreak.


Citations (66)


... Clade Ib of MPXV has been observed to be emerging in a number of geographic locations. For example, recent outbreaks in Burundi from July to mid-August 2024 found 170 confirmed cases, mostly in younger people [79]. The MPXV genetic sequences from these patients clustered with those from the DRC, according to genetic research, indicating a common ancestor and the possibility of continuous transmission dynamics [79]. ...

Reference:

Mpox (monkeypox): a comprehensive updated of current epidemic evidence
Monkeypox Clade Ib virus introduction into Burundi: first findings, July to mid-August 2024

European Communicable Disease Bulletin

... 8,29,30 The eastern DRC outbreak was first reported in September 2023 in Kamituga, a mining region, before spreading to other cities in South Kivu province and Goma in the neighboring North Kivu province, and cases with the new clade Ib have also been reported in Kinshasa, the capital city, since July 2024. [31][32][33][34][35] Moreover, the outbreak also reached neighboring countries in the east, such as Rwanda, Uganda, Kenya, and Burundi, 27,28,31,32 and rare case have been reported in Europe and Asia. 36,37 Signatures of APOBEC3-mediated mutation were observed in these clade Ib strains, which suggests human-to-human transmission, and clinical epidemiological data support the notion that the virus was likely also being spread through sexual contact. ...

Mapping and sequencing of cases from an ongoing outbreak of Clade Ib monkeypox virus in South Kivu, Eastern Democratic Republic of the Congo between September 2023 to June 2024

... Samples collection and sequencing of 324 samples from Rensningsanlaeg Avedøre (56 samples), Rensningsanlaeg Damhusåen (148 samples), and Rensningsanlaeg Lynetten (120 samples) from November 2015 to November 2018 have previously been pub lished (2) and are available at the European Nucleotide Archive (ENA) under accession number PRJEB34633 and PRJEB13832. An additional 181 samples from Rensningsanlaeg Avedøre (61), Rensningsanlaeg Damhusåen (59), and Rensningsanlaeg Lynetten (61) were collected and processed as previously described (31). Briefly, 1-2 L of unprocessed, non-filtered, and untreated urban sewage was collected over 24 h. ...

Time-series sewage metagenomics distinguishes seasonal, human-derived and environmental microbial communities potentially allowing source-attributed surveillance

... Clade 1 (with case fatality rates of 1-12%) is usually responsible for the disease in Central Africa and the Congo Basin, whereas clade 2 (which is less virulent, with case fatality rates of <0.1%) is found in West Africa. Molecular genome analysis performed in Spain indicated that the Mpox detected in Spain was a part of the West African clade and was a close analogue to other genomes identified in other European countries and Latin America [9][10][11]. ...

Real-time PCR assay to detect the novel Clade Ib monkeypox virus, September 2023 to May 2024

European Communicable Disease Bulletin

... The first batch of samples from 2015 to 2018 were published by Brinch et al. [8], in a study that described the Copenhagen resistome. A second batch of samples obtained between 2019 and 2021 was published by Becsei & Fuschi [9], also with focus on AMR. We include 11 additional samples, eight from the inlet of the RA treatment plant and three upstream samples, collected in 2022 and 2023. ...

Time-series sewage metagenomics can separate the seasonal, human-derived and environmental microbial communities, holding promise for source-attributed surveillance

... A diferencia del Clado Ia, impulsado principalmente por la exposición zoonótica y la transmisión limitada de persona a persona, generalmente dentro de los hogares, 2 se ha idocumentado que el Clado Ib se propaga también a través del contacto sexual, lo que coloca en mayor riesgo a los trabajadores sexuales y sus clientes. 3 Aunque existe la incertidumbre sobre si el clado Ib puede haber alterado su comportamiento y cómo lo hizo, el cambio observado en los modos de transmisión y la rápida propagación han provocado la "re-declaración" de la Organización Mundial de la Salud sobre la Viruela Símica como "Emergencia de Salud Pública de Importancia Internacional" (ESPII). ...

Mapping the distribution and describing the first cases from an ongoing outbreak of a New Strain of mpox in South Kivu, Eastern Democratic Republic of Congo between September 2023 to April 2024

... Some serotypes of Salmonella enterica subsp. enterica are particularly well described and are known to cause a wide range of food-and water-borne illnesses [2][3][4][5][6][7]. Salmonella enterica subsp. ...

Genomic analysis of Salmonella isolated from canal water in Bangkok, Thailand

Microbiology Spectrum

... Introduction On 14 August 2024, the World Health Organization (WHO) declared mpox a public health emergency of international concern (PHEIC) due to a surge in cases and fatalities, as well as its multi-country spread across the African continent [1]. Mpox, an infectious disease caused by the monkeypox virus (MPXV) of the Orthopoxvirus genus, has been endemic to Central and West Africa for over five decades [2][3][4][5][6]. ...

Ongoing mpox outbreak in Kamituga, South Kivu province, associated with monkeypox virus of a novel Clade I sub-lineage, Democratic Republic of the Congo, 2024

European Communicable Disease Bulletin

... This has likely contributed to the observed increase in Mpox cases over the past few decades [22]. Additionally, the lack of routine vaccination, combined with other socio-economic and environmental factors, has facilitated the resurgence of Mpox, raising concerns about its potential to cause larger and more widespread epidemics [4,11,23,24]. ...

Epidemiology, clinical characteristics, and transmission patterns of a novel Mpox (Monkeypox) outbreak in eastern Democratic Republic of the Congo (DRC): an observational, cross-sectional cohort study Affiliations

... Taxonomic annotation was accepted, if the mapped reads' relative abundance was larger than 40%. For the antimicrobial-resistance gene prediction, we used KMA v1.4.12a (Clausen et al., 2018) with the parameters ` -ID 45.0 -bc 0.5 -mrs 0.90 -ml 75 -cge` aligning reads to the PanRes database v1.0.0 (Martiny et al., 2024). The hits were summed to both homologous reference gene clusters with 90% identity, and antimicrobial classes as provided in PanRes metadata. ...

ARGprofiler-a pipeline for large-scale analysis of antimicrobial resistance genes and their flanking regions in metagenomic datasets
  • Citing Article
  • February 2024

Bioinformatics