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Shemirani, M. I., Tilevik, D., Tilevik, A., Jurcevic, S., Arnellos, D., Enroth, H. & Pernestig, A.-K. (2023). Benchmarking of two bioinformatic workflows for the analysis of whole-genome sequenced Staphylococcus aureus collected from patients with suspected sepsis. BMC Infectious Diseases, 23(1), 39, Article ID 39.
Öppna denna publikation i ny flik eller fönster >>Benchmarking of two bioinformatic workflows for the analysis of whole-genome sequenced Staphylococcus aureus collected from patients with suspected sepsis
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2023 (Engelska)Ingår i: BMC Infectious Diseases, E-ISSN 1471-2334, Vol. 23, nr 1, s. 39-, artikel-id 39Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

BACKGROUND: The rapidly growing area of sequencing technologies, and more specifically bacterial whole-genome sequencing, could offer applications in clinical microbiology, including species identification of bacteria, prediction of genetic antibiotic susceptibility and virulence genes simultaneously. To accomplish the aforementioned points, the commercial cloud-based platform, 1928 platform (1928 Diagnostics, Gothenburg, Sweden) was benchmarked against an in-house developed bioinformatic pipeline as well as to reference methods in the clinical laboratory.

METHODS: Whole-genome sequencing data retrieved from 264 Staphylococcus aureus isolates using the Illumina HiSeq X next-generation sequencing technology was used. The S. aureus isolates were collected during a prospective observational study of community-onset severe sepsis and septic shock in adults at Skaraborg Hospital, in the western region of Sweden. The collected isolates were characterized according to accredited laboratory methods i.e., species identification by MALDI-TOF MS analysis and phenotypic antibiotic susceptibility testing (AST) by following the EUCAST guidelines. Concordance between laboratory methods and bioinformatic tools, as well as concordance between the bioinformatic tools was assessed by calculating the percent of agreement.

RESULTS: There was an overall high agreement between predicted genotypic AST and phenotypic AST results, 98.0% (989/1006, 95% CI 97.3-99.0). Nevertheless, the 1928 platform delivered predicted genotypic AST results with lower very major error rates but somewhat higher major error rates compared to the in-house pipeline. There were differences in processing times i.e., minutes versus hours, where the 1928 platform delivered the results faster. Furthermore, the bioinformatic workflows showed overall 99.4% (1267/1275, 95% CI 98.7-99.7) agreement in genetic prediction of the virulence gene characteristics and overall 97.9% (231/236, 95% CI 95.0-99.2%) agreement in predicting the sequence types (ST) of the S. aureus isolates.

CONCLUSIONS: Altogether, the benchmarking disclosed that both bioinformatic workflows are able to deliver results with high accuracy aiding diagnostics of severe infections caused by S. aureus. It also illustrates the need of international agreement on quality control and metrics to facilitate standardization of analytical approaches for whole-genome sequencing based predictions.

Ort, förlag, år, upplaga, sidor
BioMed Central (BMC), 2023
Nyckelord
Antimicrobial susceptibility, Benchmarking, Clinical microbiology, Illumina sequencing, S. aureus, Species identification, Virulence genes, Whole-genome sequencing
Nationell ämneskategori
Mikrobiologi Bioinformatik och beräkningsbiologi Infektionsmedicin Mikrobiologi inom det medicinska området Genetik och genomik
Forskningsämne
Infektionsbiologi
Identifikatorer
urn:nbn:se:his:diva-22199 (URN)10.1186/s12879-022-07977-0 (DOI)000921125300004 ()36670352 (PubMedID)2-s2.0-85146795212 (Scopus ID)
Forskningsfinansiär
KK-stiftelsen, 206/0330KK-stiftelsen, 2017/14
Anmärkning

CC BY 4.0

The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/ zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

Correspondence: Anna‑Karin Pernestig anna‑karin.pernestig@his.se

Open access funding provided by University of Skövde. Swedish Knowledge Foundation BioMine Grant No. 206/0330, Swedish Knowledge Foundation Associate Senior Lecturer in Systems biology, Grant No. 2017/14, Stiftelsen Tornspiran, Internal research fund, Unilabs AB.

The datasets generated and/or analysed during the current study are available in the online NCBI repository, https://www.ncbi.nlm.nih.gov/, BioProject PRJNA606666, http://www.ncbi.nlm.nih.gov/bioproject/606666

Tillgänglig från: 2023-01-23 Skapad: 2023-01-23 Senast uppdaterad: 2025-02-05Bibliografiskt granskad
Tilevik, D., Pernestig, A.-K., Fagerlind, M., Tilevik, A., Ljungström, L., Johansson, M. & Enroth, H. (2022). Sequence-based genotyping of extra-intestinal pathogenic Escherichia coli isolates from patients with suspected community-onset sepsis, Sweden. Microbial Pathogenesis, 173(Part A), Article ID 105836.
Öppna denna publikation i ny flik eller fönster >>Sequence-based genotyping of extra-intestinal pathogenic Escherichia coli isolates from patients with suspected community-onset sepsis, Sweden
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2022 (Engelska)Ingår i: Microbial Pathogenesis, ISSN 0882-4010, E-ISSN 1096-1208, Vol. 173, nr Part A, artikel-id 105836Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

Extra-intestinal pathogenic Escherichia coli (ExPEC) strains are responsible for a large number of human infections globally. The management of infections caused by ExPEC has been complicated by the emergence of antimicrobial resistance, most importantly the increasing recognition of isolates producing extended-spectrum β-lactamases (ESBL). Herein, we used whole-genome sequencing (WGS) on ExPEC isolates for a comprehensive genotypic characterization. Twenty-one ExPEC isolates, nine with and 12 without ESBL-production, from 16 patients with suspected sepsis were sequenced on an Illumina MiSeq platform. Analysis of WGS data was performed with widely used bioinformatics software and tools for genotypic characterization of the isolates. A higher number of plasmids, virulence and resistance genes were observed in the ESBL-producing isolates than the non-ESBL-producing, although not statistically significant due to the low sample size. All nine ESBL-producing ExPEC isolates presented with at least one bla gene, as did three of the 12 without ESBL-production. Multi-locus sequence typing analysis revealed a diversity of sequence types whereas phylogroup A prevailed among isolates both with and without ESBL-production. In conclusion, this limited study shows that analysis of WGS data can be used for genotypic characterization of ExPEC isolates to obtain in-depth information of clinical relevance.

Ort, förlag, år, upplaga, sidor
Elsevier, 2022
Nyckelord
Escherichia coli isolates, Whole-genome sequencing, ESBL, Virulence, Plasmid, Resistance genes, Phylogenetic groups
Nationell ämneskategori
Mikrobiologi inom det medicinska området Mikrobiologi Infektionsmedicin Genetik och genomik Medicinsk genetik och genomik Bioinformatik och beräkningsbiologi
Forskningsämne
Infektionsbiologi
Identifikatorer
urn:nbn:se:his:diva-21968 (URN)10.1016/j.micpath.2022.105836 (DOI)000891651100007 ()36265734 (PubMedID)2-s2.0-85140323332 (Scopus ID)
Anmärkning

CC BY 4.0

Available online 17 October 2022

Corresponding author: Diana Tilevik

This research received no external financial support.

Tillgänglig från: 2022-10-18 Skapad: 2022-10-18 Senast uppdaterad: 2025-02-10Bibliografiskt granskad
Saxenborn, P., Baxter, J., Tilevik, A., Fagerlind, M., Dyrkell, F., Pernestig, A.-K., . . . Tilevik, D. (2021). Genotypic Characterization of Clinical Klebsiella spp. Isolates Collected From Patients With Suspected Community-Onset Sepsis, Sweden. Frontiers in Microbiology, 12, Article ID 640408.
Öppna denna publikation i ny flik eller fönster >>Genotypic Characterization of Clinical Klebsiella spp. Isolates Collected From Patients With Suspected Community-Onset Sepsis, Sweden
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2021 (Engelska)Ingår i: Frontiers in Microbiology, E-ISSN 1664-302X, Vol. 12, artikel-id 640408Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

Klebsiella is a genus of Gram-negative bacteria known to be opportunistic pathogens that may cause a variety of infections in humans. Highly drug-resistant Klebsiella species, especially K. pneumoniae, have emerged rapidly and are becoming a major concern in clinical management. Although K. pneumoniae is considered the most important pathogen within the genus, the true clinical significance of the other species is likely underrecognized due to the inability of conventional microbiological methods to distinguish between the species leading to high rates of misidentification. Bacterial whole-genome sequencing (WGS) enables precise species identification and characterization that other technologies do not allow. Herein, we have characterized the diversity and traits of Klebsiella spp. in community-onset infections by WGS of clinical isolates (n = 105) collected during a prospective sepsis study in Sweden. The sequencing revealed that 32 of the 82 isolates (39.0%) initially identified as K. pneumoniae with routine microbiological methods based on cultures followed by matrix-assisted laser desorption-time of flight mass spectrometry (MALDI-TOF MS) had been misidentified. Of these, 23 were identified as Klebsiella variicola and nine as other members of the K. pneumoniae complex. Comparisons of the number of resistance genes showed that significantly fewer resistance genes were detected in Klebsiella oxytoca compared to K. pneumoniae and K. variicola (both values of p < 0.001). Moreover, a high proportion of the isolates within the K. pneumoniae complex were predicted to be genotypically multidrug-resistant (MDR; 79/84, 94.0%) in contrast to K. oxytoca (3/16, 18.8%) and Klebsiella michiganensis (0/4, 0.0%). All isolates predicted as genotypically MDR were found to harbor the combination of β-lactam, fosfomycin, and quinolone resistance markers. Multi-locus sequence typing (MLST) revealed a high diversity of sequence types among the Klebsiella spp. with ST14 (10.0%) and ST5429 (10.0%) as the most prevalent ones for K. pneumoniae, ST146 for K. variicola (12.0%), and ST176 for K. oxytoca (25.0%). In conclusion, the results from this study highlight the importance of using high-resolution genotypic methods for identification and characterization of clinical Klebsiella spp. isolates. Our findings indicate that infections caused by other members of the K. pneumoniae complex than K. pneumoniae are a more common clinical problem than previously described, mainly due to high rates of misidentifications.

Ort, förlag, år, upplaga, sidor
Frontiers Media S.A., 2021
Nyckelord
Klebsiella, whole-genome sequencing, antimicrobial susceptibility, clinical microbiology, multidrug resistance, nanopore-based sequencing, Illumina sequencing
Nationell ämneskategori
Medicin och hälsovetenskap Mikrobiologi inom det medicinska området
Forskningsämne
Infektionsbiologi
Identifikatorer
urn:nbn:se:his:diva-19688 (URN)10.3389/fmicb.2021.640408 (DOI)000650016100001 ()33995300 (PubMedID)2-s2.0-85105914228 (Scopus ID)
Forskningsfinansiär
KK-stiftelsen, 206/0330
Anmärkning

CC BY 4.0

Correspondence: Diana Tilevik diana.tilevik@his.se

Tillgänglig från: 2021-05-06 Skapad: 2021-05-06 Senast uppdaterad: 2024-01-17Bibliografiskt granskad
Kokkonen, A., Tilevik, D., Pernestig, A.-K., Tilevik, A., Fagerlind, M. & Enroth, H. (2019). Clinical use of 16SrRNA Ion TorrentNext-generation sequencing and bioinformatics pipeline. In: : . Paper presented at 14th Annual Workshop in Systems Biology, University of Skövde, Sweden, 21 November 2019.
Öppna denna publikation i ny flik eller fönster >>Clinical use of 16SrRNA Ion TorrentNext-generation sequencing and bioinformatics pipeline
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2019 (Engelska)Konferensbidrag, Poster (med eller utan abstract) (Övrigt vetenskapligt)
Nationell ämneskategori
Medicin och hälsovetenskap Infektionsmedicin
Forskningsämne
INF502 Biomarkörer; Infektionsbiologi
Identifikatorer
urn:nbn:se:his:diva-18275 (URN)
Konferens
14th Annual Workshop in Systems Biology, University of Skövde, Sweden, 21 November 2019
Projekt
BioMine
Forskningsfinansiär
KK-stiftelsen
Tillgänglig från: 2020-03-03 Skapad: 2020-03-03 Senast uppdaterad: 2021-08-31Bibliografiskt granskad
Irani Shemirani, M., Tilevik, A., Tilevik, D., Pernestig, A.-K. & Enroth, H. (2019). Comparison of Whole Genome Sequencing Pipelines for Analysis of Staphylococcus aureus Isolates from Sepsis Patients. In: : . Paper presented at 14th Annual Workshop in Systems Biology, University of Skövde, Sweden, 21 November 2019.
Öppna denna publikation i ny flik eller fönster >>Comparison of Whole Genome Sequencing Pipelines for Analysis of Staphylococcus aureus Isolates from Sepsis Patients
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2019 (Engelska)Konferensbidrag, Poster (med eller utan abstract) (Refereegranskat)
Nationell ämneskategori
Medicin och hälsovetenskap Infektionsmedicin
Forskningsämne
INF502 Biomarkörer; Infektionsbiologi
Identifikatorer
urn:nbn:se:his:diva-18274 (URN)
Konferens
14th Annual Workshop in Systems Biology, University of Skövde, Sweden, 21 November 2019
Projekt
BioMine - Data-mining för identifiering, selektion och validering av biomarkörer
Forskningsfinansiär
KK-stiftelsen, 20160330
Tillgänglig från: 2020-03-03 Skapad: 2020-03-03 Senast uppdaterad: 2022-12-29Bibliografiskt granskad
Enroth, H., Retz, K., Andersson, S., Andersson, C., Svensson, K., Ljungström, L., . . . Pernestig, A.-K. (2019). Evaluation of QuickFISH and maldi Sepsityper for identification of bacteria in bloodstream infection. Infectious Diseases, 51(4), 249-258
Öppna denna publikation i ny flik eller fönster >>Evaluation of QuickFISH and maldi Sepsityper for identification of bacteria in bloodstream infection
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2019 (Engelska)Ingår i: Infectious Diseases, ISSN 2374-4235, E-ISSN 2374-4243, Vol. 51, nr 4, s. 249-258Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

Background: Early detection of bacteria and their antibiotic susceptibility patterns are critical to guide therapeutic decision-making for optimal care of septic patients. The current gold standard, blood culturing followed by subculture on agar plates for subsequent identification, is too slow leading to excessive use of broad-spectrum antibiotic with harmful consequences for the patient and, in the long run, the public health. The aim of the present study was to assess the performance of two commercial assays, QuickFISH® (OpGen) and Maldi Sepsityper™ (Bruker Daltonics) for early and accurate identification of microorganisms directly from positive blood cultures.

Materials and methods: During two substudies of positive blood cultures, the two commercial assays were assessed against the routine method used at the clinical microbiology laboratory, Unilabs AB, at Skaraborg Hospital, Sweden.

Results: The Maldi Sepsityper™ assay enabled earlier microorganism identification. Using the cut-off for definite species identification according to the reference method (>2.0), sufficiently accurate species identification was achieved, but only among Gram-negative bacteria. The QuickFISH®assay was time-saving and showed high concordance with the reference method, 94.8% (95% CI 88.4–98.3), when the causative agent was covered by the QuickFISH® assay.

Conclusions: The use of the commercial assays may shorten the time to identification of causative agents in bloodstream infections and can be a good complement to the current clinical routine diagnostics. Nevertheless, the performance of the commercial assays is considerably affected by the characteristics of the causative agents.

Ort, förlag, år, upplaga, sidor
Taylor & Francis, 2019
Nyckelord
MALDI-TOF MS analysis, QuickFISH®, sepsis diagnostics, blood culture, Maldi Sepsityper™
Nationell ämneskategori
Annan medicinteknik Mikrobiologi inom det medicinska området Infektionsmedicin Biomedicinsk laboratorievetenskap/teknologi
Forskningsämne
Infektionsbiologi
Identifikatorer
urn:nbn:se:his:diva-16603 (URN)10.1080/23744235.2018.1554258 (DOI)000465440800002 ()30729840 (PubMedID)2-s2.0-85061188564 (Scopus ID)
Forskningsfinansiär
KK-stiftelsen
Tillgänglig från: 2019-02-07 Skapad: 2019-02-07 Senast uppdaterad: 2020-02-14Bibliografiskt granskad
Nolskog, P., Backhaus, E., Nasic, S. & Enroth, H. (2019). STI with Mycoplasma genitalium: More common than Chlamydia trachomatis in patients attending youth clinics in Sweden. European Journal of Clinical Microbiology and Infectious Diseases, 38(1), 81-86
Öppna denna publikation i ny flik eller fönster >>STI with Mycoplasma genitalium: More common than Chlamydia trachomatis in patients attending youth clinics in Sweden
2019 (Engelska)Ingår i: European Journal of Clinical Microbiology and Infectious Diseases, ISSN 0934-9723, E-ISSN 1435-4373, Vol. 38, nr 1, s. 81-86Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

The prevalence of Chlamydia trachomatis in Sweden is well known, whereas the prevalence of Mycoplasma genitalium is less well documented. Youth clinics offer free contraception advice, sexually transmitted infection (STI) testing and/or contact tracing for the age group 15–25 years. The main objective of this study was to determine the prevalence of STIs, the presence of symptoms and the role of contact tracing. From July 2013 to March 2014, 1001 persons, 509 women and 492 men, were included in this study of six youth clinics in the Region of Västra Götaland. Symptoms were registered and whether the patient was tested because of contract tracing. Collection of urine samples, testing, treatment and disease registration were performed according to clinical routines. Urine samples were analysed for C. trachomatis/N. gonorrhoeae on the Cobas 4800 system (Roche). M. genitalium was analysed by lab-developed PCR. Genital infection was present in 16.8%. The prevalence of M. genitalium was higher than for C. trachomatis (9.6% and 7.1%). Men with symptoms have a significantly higher relative risk for infection with M. genitalium or C. trachomatis compared to asymptomatic men, while there is no increase for women. Contact tracing is important since positive outcome has a high relative risk for both infections. The prevalence of M. genitalium was higher than C. trachomatis in this study population. Initial testing for both C. trachomatis and M. genitalium should at least be considered for young men presenting with symptoms of genital infection. In finding positive cases, contact tracing is of great importance. © 2018, Springer-Verlag GmbH Germany, part of Springer Nature.

Ort, förlag, år, upplaga, sidor
Springer, 2019
Nyckelord
chlamydia trachomatis, mycoplasma genitalium, prevalence, STI, youth clinic
Nationell ämneskategori
Klinisk laboratoriemedicin
Forskningsämne
Infektionsbiologi; INF000
Identifikatorer
urn:nbn:se:his:diva-16414 (URN)10.1007/s10096-018-3395-3 (DOI)000454792400008 ()30327896 (PubMedID)2-s2.0-85055557269 (Scopus ID)
Tillgänglig från: 2018-11-20 Skapad: 2018-11-20 Senast uppdaterad: 2019-08-23Bibliografiskt granskad
Tilevik, D., Saxenborn, P., Tilevik, A., Fagerlind, M., Lubovac-Pilav, Z., Pernestig, A.-K. & Enroth, H. (2019). Using next-generation sequencing to study biodiversity in Klebsiella spp. isolated from patients with suspected sepsis. In: : . Paper presented at 29th European Congress of Clinical Microbiology and Infectious Diseases, ECCMID, Amsterdam, Netherlands, 13-16 April, 2019.
Öppna denna publikation i ny flik eller fönster >>Using next-generation sequencing to study biodiversity in Klebsiella spp. isolated from patients with suspected sepsis
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2019 (Engelska)Konferensbidrag, Poster (med eller utan abstract) (Refereegranskat)
Nationell ämneskategori
Medicin och hälsovetenskap Infektionsmedicin Mikrobiologi
Forskningsämne
Infektionsbiologi; Bioinformatik
Identifikatorer
urn:nbn:se:his:diva-18200 (URN)
Konferens
29th European Congress of Clinical Microbiology and Infectious Diseases, ECCMID, Amsterdam, Netherlands, 13-16 April, 2019
Tillgänglig från: 2020-02-07 Skapad: 2020-02-07 Senast uppdaterad: 2021-08-31Bibliografiskt granskad
Berthenet, E., Yahara, K., Thorell, K., Pascoe, B., Meric, G., Mikhail, J. M., . . . Sheppard, S. K. (2018). A GWAS on Helicobacter pylori strains points to genetic variants associated with gastric cancer risk. BMC Biology, 16(1), Article ID 84.
Öppna denna publikation i ny flik eller fönster >>A GWAS on Helicobacter pylori strains points to genetic variants associated with gastric cancer risk
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2018 (Engelska)Ingår i: BMC Biology, E-ISSN 1741-7007, Vol. 16, nr 1, artikel-id 84Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

BACKGROUND:

Helicobacter pylori are stomach-dwelling bacteria that are present in about 50% of the global population. Infection is asymptomatic in most cases, but it has been associated with gastritis, gastric ulcers and gastric cancer. Epidemiological evidence shows that progression to cancer depends upon the host and pathogen factors, but questions remain about why cancer phenotypes develop in a minority of infected people. Here, we use comparative genomics approaches to understand how genetic variation amongst bacterial strains influences disease progression.

RESULTS:

We performed a genome-wide association study (GWAS) on 173 H. pylori isolates from the European population (hpEurope) with known disease aetiology, including 49 from individuals with gastric cancer. We identified SNPs and genes that differed in frequency between isolates from patients with gastric cancer and those with gastritis. The gastric cancer phenotype was associated with the presence of babA and genes in the cag pathogenicity island, one of the major virulence determinants of H. pylori, as well as non-synonymous variations in several less well-studied genes. We devised a simple risk score based on the risk level of associated elements present, which has the potential to identify strains that are likely to cause cancer but will require refinement and validation.

CONCLUSION:

There are a number of challenges to applying GWAS to bacterial infections, including the difficulty of obtaining matched controls, multiple strain colonization and the possibility that causative strains may not be present when disease is detected. Our results demonstrate that bacterial factors have a sufficiently strong influence on disease progression that even a small-scale GWAS can identify them. Therefore, H. pylori GWAS can elucidate mechanistic pathways to disease and guide clinical treatment options, including for asymptomatic carriers.

Ort, förlag, år, upplaga, sidor
BioMed Central, 2018
Nyckelord
GWAS, Gastric cancer, Helicobacter pylori
Nationell ämneskategori
Mikrobiologi inom det medicinska området
Forskningsämne
INF502 Biomarkörer; Infektionsbiologi
Identifikatorer
urn:nbn:se:his:diva-16168 (URN)10.1186/s12915-018-0550-3 (DOI)000440602600001 ()30071832 (PubMedID)2-s2.0-85051044691 (Scopus ID)
Anmärkning

CC BY 4.0

Tillgänglig från: 2018-09-07 Skapad: 2018-09-07 Senast uppdaterad: 2024-01-17Bibliografiskt granskad
Retz, K., Andersson, S., Andersson, C., Svensson, K., Ljungström, L., Enroth, H., . . . Pernestig, A.-K. (2017). Evaluation of the QuickFISH and the Sepsityper assays for early identification of etiological agents in bloodstream infection in a clinical routine setting. In: : . Paper presented at 27th European Congress of Clinical Microbiology and Infectious Diseases (ECCMID), Vienna, Austria, 22 – 25 April 2017.
Öppna denna publikation i ny flik eller fönster >>Evaluation of the QuickFISH and the Sepsityper assays for early identification of etiological agents in bloodstream infection in a clinical routine setting
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2017 (Engelska)Konferensbidrag, Poster (med eller utan abstract) (Refereegranskat)
Nationell ämneskategori
Klinisk medicin Mikrobiologi inom det medicinska området
Forskningsämne
Infektionsbiologi; INF000
Identifikatorer
urn:nbn:se:his:diva-13599 (URN)
Konferens
27th European Congress of Clinical Microbiology and Infectious Diseases (ECCMID), Vienna, Austria, 22 – 25 April 2017
Projekt
Future sepsis diagnostics
Forskningsfinansiär
KK-stiftelsen
Tillgänglig från: 2017-06-02 Skapad: 2017-06-02 Senast uppdaterad: 2020-02-14Bibliografiskt granskad
Organisationer
Identifikatorer
ORCID-id: ORCID iD iconorcid.org/0000-0001-7684-5702

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