In EDS ansehen

The fifth international hackathon for developing computational cloud-based tools and resources for pan-structural variation and genomics

Gespeichert in:
Bibliographische Detailangaben
Titel: The fifth international hackathon for developing computational cloud-based tools and resources for pan-structural variation and genomics
Autoren: Deb, Sontosh K, Kalra, Divya, Kubica, Jędrzej, Stricker, Erik, Truong, Van Q, Zeng, Qiandong, Fiscus, Christopher J, Agustinho, Daniel Paiva, Alexander, Adam, Arciniega-Sanchez, Marlon, Bosseau, Lorianne, Brueffer, Christian, Canal, Astrid, Daw, Joyjit, Enoma, David, Diaz-Cuevas, Alison, Diesh, Colin, Doolittle-Hall, Janet M, Fernandez-Luna, Luis, Han, Tina, Höps, Wolfram, Huang, Peiming Peter, Huang, Tony, Izydorczyk, Michal Bogumil, Jaryani, Farhang, Kesharwani, Rupesh K, Khan, Shaheerah, Majidian, Sina, Malakar, Ayan, Mangolini, Tania Girão, Modha, Sejal, Moldes, Mauricio, Mondal, Rajarshi, Al Nahid, Abdullah, Poon, Chi-Lam, Sagayaradj, Sagayamary, Sanio, Philippe, Sepulveda-Morales, Tania, Shahzaib, Muhammad, Raza, Muhammad Sohail, Tat, Trinh, Thota, Ishaan, Yaman, Umran, Yeung, Jason, Yu, Qiyi, Zheng, Xinchang, Mahmoud, Medhat, Sedlazeck, Fritz J., Busby, Ben
Weitere Verfasser: Lund University, Profile areas and other strong research environments, Other Strong Research Environments, LUCC: Lund University Cancer Centre, Lunds universitet, Profilområden och andra starka forskningsmiljöer, Övriga starka forskningsmiljöer, LUCC: Lunds universitets cancercentrum, Originator, Lund University, Faculty of Medicine, Department of Clinical Sciences, Lund, Section I, Transl oncogenomics, Translational Oncogenomics, Lunds universitet, Medicinska fakulteten, Institutionen för kliniska vetenskaper, Lund, Sektion I, Transl onkogenomik, Translational Oncogenomics, Originator
Quelle: F1000Research. 13:1-33
Schlagwörter: Natural Sciences, Biological Sciences, Bioinformatics and Computational Biology, Naturvetenskap, Biologi, Bioinformatik och beräkningsbiologi, Computer and Information Sciences, Bioinformatics (Computational Biology), Data- och informationsvetenskap (Datateknik), Bioinformatik (Beräkningsbiologi), Medical and Health Sciences, Basic Medicine, Medical Genetics and Genomics (including Gene Therapy), Medicin och hälsovetenskap, Medicinska och farmaceutiska grundvetenskaper, Medicinsk genetik och genomik (Här ingår: Genterapi), Genetics and Genomics, Genetik och genomik
Beschreibung: Background The goal of the Fifth Annual Baylor College of Medicine & DNAnexus Structural Variation Hackathon was to push forward the research on structural variants (SVs) by rapidly developing and deploying open-source software. The event took place in-person and virtually in August 2023, when 49 scientists from 14 countries and 8 U.S. states collaboratively worked on projects to address critical gaps in the field of genomics. The hackathon projects concentrated on developing bioinformatic workflows for the following challenges: RNA transcriptome comparison, simulation of mosaic variations, metagenomics, Mendelian variation, SVs in plant genomics, and assembly vs. mapping SV calling comparisons. Methods As a starting point we used publicly available data from state-of-the-art long- and short-read sequencing technologies. The workflows developed during the hackathon incorporated open-source software, as well as scripts written using Bash and Python. Moreover, we leveraged the advantages of Docker and Snakemake for workflow automation. Results The results of the hackathon consists of six prototype bioinformatic workflows that use open-source software for SV research. We made the workflows scalable and modular for usability and reproducibility. Furthermore, we tested the workflows on example public data to show that the workflows can work. The code and the data produced during the event have been made publicly available on GitHub (https://github.com/collaborativebioinformatics) to reproduce and built upon in the future. Conclusions The following sections describe the motivation, lessons learned, and software produced by teams during the hackathon. Here, we describe in detail the objectives, value propositions, implementation, and use cases for our workflows. In summary, the article reports the advancements in the development of software for SV detection made during the hackathon.
Zugangs-URL: https://doi.org/10.12688/f1000research.148237.1
Datenbank: SwePub
FullText Text:
  Availability: 0
CustomLinks:
  – Url: https://doi.org/10.12688/f1000research.148237.1#
    Name: EDS - SwePub (s4221598)
    Category: fullText
    Text: View record in SwePub
  – Url: http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=search&db=pmc&term=2046-1402[TA]+AND+1[PG]+AND+2024[PDAT]
    Name: FREE - PubMed Central (ISSN based link)
    Category: fullText
    Text: Full Text
    Icon: https://imageserver.ebscohost.com/NetImages/iconPdf.gif
    MouseOverText: Check this PubMed for the article full text.
  – Url: https://resolver.ebscohost.com/openurl?sid=EBSCO:edsswe&genre=article&issn=20461402&ISBN=&volume=13&issue=&date=20240627&spage=1&pages=1-33&title=F1000Research&atitle=The%20fifth%20international%20hackathon%20for%20developing%20computational%20cloud-based%20tools%20and%20resources%20for%20pan-structural%20variation%20and%20genomics&aulast=Deb%2C%20Sontosh%20K&id=DOI:10.12688/f1000research.148237.1
    Name: Full Text Finder
    Category: fullText
    Text: Full Text Finder
    Icon: https://imageserver.ebscohost.com/branding/images/FTF.gif
    MouseOverText: Full Text Finder
  – Url: https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=EBSCO&SrcAuth=EBSCO&DestApp=WOS&ServiceName=TransferToWoS&DestLinkType=GeneralSearchSummary&Func=Links&author=Deb%20SK
    Name: ISI
    Category: fullText
    Text: Nájsť tento článok vo Web of Science
    Icon: https://imagesrvr.epnet.com/ls/20docs.gif
    MouseOverText: Nájsť tento článok vo Web of Science
Header DbId: edsswe
DbLabel: SwePub
An: edsswe.oai.portal.research.lu.se.publications.10ab48f5.5b60.4df6.9041.f926d7637d9f
RelevancyScore: 1074
AccessLevel: 6
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 1074.31628417969
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: The fifth international hackathon for developing computational cloud-based tools and resources for pan-structural variation and genomics
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Deb%2C+Sontosh+K%22">Deb, Sontosh K</searchLink><br /><searchLink fieldCode="AR" term="%22Kalra%2C+Divya%22">Kalra, Divya</searchLink><br /><searchLink fieldCode="AR" term="%22Kubica%2C+Jędrzej%22">Kubica, Jędrzej</searchLink><br /><searchLink fieldCode="AR" term="%22Stricker%2C+Erik%22">Stricker, Erik</searchLink><br /><searchLink fieldCode="AR" term="%22Truong%2C+Van+Q%22">Truong, Van Q</searchLink><br /><searchLink fieldCode="AR" term="%22Zeng%2C+Qiandong%22">Zeng, Qiandong</searchLink><br /><searchLink fieldCode="AR" term="%22Fiscus%2C+Christopher+J%22">Fiscus, Christopher J</searchLink><br /><searchLink fieldCode="AR" term="%22Agustinho%2C+Daniel+Paiva%22">Agustinho, Daniel Paiva</searchLink><br /><searchLink fieldCode="AR" term="%22Alexander%2C+Adam%22">Alexander, Adam</searchLink><br /><searchLink fieldCode="AR" term="%22Arciniega-Sanchez%2C+Marlon%22">Arciniega-Sanchez, Marlon</searchLink><br /><searchLink fieldCode="AR" term="%22Bosseau%2C+Lorianne%22">Bosseau, Lorianne</searchLink><br /><searchLink fieldCode="AR" term="%22Brueffer%2C+Christian%22">Brueffer, Christian</searchLink><br /><searchLink fieldCode="AR" term="%22Canal%2C+Astrid%22">Canal, Astrid</searchLink><br /><searchLink fieldCode="AR" term="%22Daw%2C+Joyjit%22">Daw, Joyjit</searchLink><br /><searchLink fieldCode="AR" term="%22Enoma%2C+David%22">Enoma, David</searchLink><br /><searchLink fieldCode="AR" term="%22Diaz-Cuevas%2C+Alison%22">Diaz-Cuevas, Alison</searchLink><br /><searchLink fieldCode="AR" term="%22Diesh%2C+Colin%22">Diesh, Colin</searchLink><br /><searchLink fieldCode="AR" term="%22Doolittle-Hall%2C+Janet+M%22">Doolittle-Hall, Janet M</searchLink><br /><searchLink fieldCode="AR" term="%22Fernandez-Luna%2C+Luis%22">Fernandez-Luna, Luis</searchLink><br /><searchLink fieldCode="AR" term="%22Han%2C+Tina%22">Han, Tina</searchLink><br /><searchLink fieldCode="AR" term="%22Höps%2C+Wolfram%22">Höps, Wolfram</searchLink><br /><searchLink fieldCode="AR" term="%22Huang%2C+Peiming+Peter%22">Huang, Peiming Peter</searchLink><br /><searchLink fieldCode="AR" term="%22Huang%2C+Tony%22">Huang, Tony</searchLink><br /><searchLink fieldCode="AR" term="%22Izydorczyk%2C+Michal+Bogumil%22">Izydorczyk, Michal Bogumil</searchLink><br /><searchLink fieldCode="AR" term="%22Jaryani%2C+Farhang%22">Jaryani, Farhang</searchLink><br /><searchLink fieldCode="AR" term="%22Kesharwani%2C+Rupesh+K%22">Kesharwani, Rupesh K</searchLink><br /><searchLink fieldCode="AR" term="%22Khan%2C+Shaheerah%22">Khan, Shaheerah</searchLink><br /><searchLink fieldCode="AR" term="%22Majidian%2C+Sina%22">Majidian, Sina</searchLink><br /><searchLink fieldCode="AR" term="%22Malakar%2C+Ayan%22">Malakar, Ayan</searchLink><br /><searchLink fieldCode="AR" term="%22Mangolini%2C+Tania+Girão%22">Mangolini, Tania Girão</searchLink><br /><searchLink fieldCode="AR" term="%22Modha%2C+Sejal%22">Modha, Sejal</searchLink><br /><searchLink fieldCode="AR" term="%22Moldes%2C+Mauricio%22">Moldes, Mauricio</searchLink><br /><searchLink fieldCode="AR" term="%22Mondal%2C+Rajarshi%22">Mondal, Rajarshi</searchLink><br /><searchLink fieldCode="AR" term="%22Al+Nahid%2C+Abdullah%22">Al Nahid, Abdullah</searchLink><br /><searchLink fieldCode="AR" term="%22Poon%2C+Chi-Lam%22">Poon, Chi-Lam</searchLink><br /><searchLink fieldCode="AR" term="%22Sagayaradj%2C+Sagayamary%22">Sagayaradj, Sagayamary</searchLink><br /><searchLink fieldCode="AR" term="%22Sanio%2C+Philippe%22">Sanio, Philippe</searchLink><br /><searchLink fieldCode="AR" term="%22Sepulveda-Morales%2C+Tania%22">Sepulveda-Morales, Tania</searchLink><br /><searchLink fieldCode="AR" term="%22Shahzaib%2C+Muhammad%22">Shahzaib, Muhammad</searchLink><br /><searchLink fieldCode="AR" term="%22Raza%2C+Muhammad+Sohail%22">Raza, Muhammad Sohail</searchLink><br /><searchLink fieldCode="AR" term="%22Tat%2C+Trinh%22">Tat, Trinh</searchLink><br /><searchLink fieldCode="AR" term="%22Thota%2C+Ishaan%22">Thota, Ishaan</searchLink><br /><searchLink fieldCode="AR" term="%22Yaman%2C+Umran%22">Yaman, Umran</searchLink><br /><searchLink fieldCode="AR" term="%22Yeung%2C+Jason%22">Yeung, Jason</searchLink><br /><searchLink fieldCode="AR" term="%22Yu%2C+Qiyi%22">Yu, Qiyi</searchLink><br /><searchLink fieldCode="AR" term="%22Zheng%2C+Xinchang%22">Zheng, Xinchang</searchLink><br /><searchLink fieldCode="AR" term="%22Mahmoud%2C+Medhat%22">Mahmoud, Medhat</searchLink><br /><searchLink fieldCode="AR" term="%22Sedlazeck%2C+Fritz+J%2E%22">Sedlazeck, Fritz J.</searchLink><br /><searchLink fieldCode="AR" term="%22Busby%2C+Ben%22">Busby, Ben</searchLink>
– Name: Author
  Label: Contributors
  Group: Au
  Data: Lund University, Profile areas and other strong research environments, Other Strong Research Environments, LUCC: Lund University Cancer Centre, Lunds universitet, Profilområden och andra starka forskningsmiljöer, Övriga starka forskningsmiljöer, LUCC: Lunds universitets cancercentrum, Originator<br />Lund University, Faculty of Medicine, Department of Clinical Sciences, Lund, Section I, Transl oncogenomics, Translational Oncogenomics, Lunds universitet, Medicinska fakulteten, Institutionen för kliniska vetenskaper, Lund, Sektion I, Transl onkogenomik, Translational Oncogenomics, Originator
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <i>F1000Research</i>. 13:1-33
– Name: Subject
  Label: Subject Terms
  Group: Su
  Data: <searchLink fieldCode="DE" term="%22Natural+Sciences%22">Natural Sciences</searchLink><br /><searchLink fieldCode="DE" term="%22Biological+Sciences%22">Biological Sciences</searchLink><br /><searchLink fieldCode="DE" term="%22Bioinformatics+and+Computational+Biology%22">Bioinformatics and Computational Biology</searchLink><br /><searchLink fieldCode="DE" term="%22Naturvetenskap%22">Naturvetenskap</searchLink><br /><searchLink fieldCode="DE" term="%22Biologi%22">Biologi</searchLink><br /><searchLink fieldCode="DE" term="%22Bioinformatik+och+beräkningsbiologi%22">Bioinformatik och beräkningsbiologi</searchLink><br /><searchLink fieldCode="DE" term="%22Computer+and+Information+Sciences%22">Computer and Information Sciences</searchLink><br /><searchLink fieldCode="DE" term="%22Bioinformatics+%28Computational+Biology%29%22">Bioinformatics (Computational Biology)</searchLink><br /><searchLink fieldCode="DE" term="%22Data-+och+informationsvetenskap+%28Datateknik%29%22">Data- och informationsvetenskap (Datateknik)</searchLink><br /><searchLink fieldCode="DE" term="%22Bioinformatik+%28Beräkningsbiologi%29%22">Bioinformatik (Beräkningsbiologi)</searchLink><br /><searchLink fieldCode="DE" term="%22Medical+and+Health+Sciences%22">Medical and Health Sciences</searchLink><br /><searchLink fieldCode="DE" term="%22Basic+Medicine%22">Basic Medicine</searchLink><br /><searchLink fieldCode="DE" term="%22Medical+Genetics+and+Genomics+%28including+Gene+Therapy%29%22">Medical Genetics and Genomics (including Gene Therapy)</searchLink><br /><searchLink fieldCode="DE" term="%22Medicin+och+hälsovetenskap%22">Medicin och hälsovetenskap</searchLink><br /><searchLink fieldCode="DE" term="%22Medicinska+och+farmaceutiska+grundvetenskaper%22">Medicinska och farmaceutiska grundvetenskaper</searchLink><br /><searchLink fieldCode="DE" term="%22Medicinsk+genetik+och+genomik+%28Här+ingår%3A+Genterapi%29%22">Medicinsk genetik och genomik (Här ingår: Genterapi)</searchLink><br /><searchLink fieldCode="DE" term="%22Genetics+and+Genomics%22">Genetics and Genomics</searchLink><br /><searchLink fieldCode="DE" term="%22Genetik+och+genomik%22">Genetik och genomik</searchLink>
– Name: Abstract
  Label: Description
  Group: Ab
  Data: Background The goal of the Fifth Annual Baylor College of Medicine & DNAnexus Structural Variation Hackathon was to push forward the research on structural variants (SVs) by rapidly developing and deploying open-source software. The event took place in-person and virtually in August 2023, when 49 scientists from 14 countries and 8 U.S. states collaboratively worked on projects to address critical gaps in the field of genomics. The hackathon projects concentrated on developing bioinformatic workflows for the following challenges: RNA transcriptome comparison, simulation of mosaic variations, metagenomics, Mendelian variation, SVs in plant genomics, and assembly vs. mapping SV calling comparisons. Methods As a starting point we used publicly available data from state-of-the-art long- and short-read sequencing technologies. The workflows developed during the hackathon incorporated open-source software, as well as scripts written using Bash and Python. Moreover, we leveraged the advantages of Docker and Snakemake for workflow automation. Results The results of the hackathon consists of six prototype bioinformatic workflows that use open-source software for SV research. We made the workflows scalable and modular for usability and reproducibility. Furthermore, we tested the workflows on example public data to show that the workflows can work. The code and the data produced during the event have been made publicly available on GitHub (https://github.com/collaborativebioinformatics) to reproduce and built upon in the future. Conclusions The following sections describe the motivation, lessons learned, and software produced by teams during the hackathon. Here, we describe in detail the objectives, value propositions, implementation, and use cases for our workflows. In summary, the article reports the advancements in the development of software for SV detection made during the hackathon.
– Name: URL
  Label: Access URL
  Group: URL
  Data: <link linkTarget="URL" linkTerm="https://doi.org/10.12688/f1000research.148237.1" linkWindow="_blank">https://doi.org/10.12688/f1000research.148237.1</link>
PLink https://erproxy.cvtisr.sk/sfx/access?url=https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsswe&AN=edsswe.oai.portal.research.lu.se.publications.10ab48f5.5b60.4df6.9041.f926d7637d9f
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.12688/f1000research.148237.1
    Languages:
      – Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 33
        StartPage: 1
    Subjects:
      – SubjectFull: Natural Sciences
        Type: general
      – SubjectFull: Biological Sciences
        Type: general
      – SubjectFull: Bioinformatics and Computational Biology
        Type: general
      – SubjectFull: Naturvetenskap
        Type: general
      – SubjectFull: Biologi
        Type: general
      – SubjectFull: Bioinformatik och beräkningsbiologi
        Type: general
      – SubjectFull: Computer and Information Sciences
        Type: general
      – SubjectFull: Bioinformatics (Computational Biology)
        Type: general
      – SubjectFull: Data- och informationsvetenskap (Datateknik)
        Type: general
      – SubjectFull: Bioinformatik (Beräkningsbiologi)
        Type: general
      – SubjectFull: Medical and Health Sciences
        Type: general
      – SubjectFull: Basic Medicine
        Type: general
      – SubjectFull: Medical Genetics and Genomics (including Gene Therapy)
        Type: general
      – SubjectFull: Medicin och hälsovetenskap
        Type: general
      – SubjectFull: Medicinska och farmaceutiska grundvetenskaper
        Type: general
      – SubjectFull: Medicinsk genetik och genomik (Här ingår: Genterapi)
        Type: general
      – SubjectFull: Genetics and Genomics
        Type: general
      – SubjectFull: Genetik och genomik
        Type: general
    Titles:
      – TitleFull: The fifth international hackathon for developing computational cloud-based tools and resources for pan-structural variation and genomics
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Deb, Sontosh K
      – PersonEntity:
          Name:
            NameFull: Kalra, Divya
      – PersonEntity:
          Name:
            NameFull: Kubica, Jędrzej
      – PersonEntity:
          Name:
            NameFull: Stricker, Erik
      – PersonEntity:
          Name:
            NameFull: Truong, Van Q
      – PersonEntity:
          Name:
            NameFull: Zeng, Qiandong
      – PersonEntity:
          Name:
            NameFull: Fiscus, Christopher J
      – PersonEntity:
          Name:
            NameFull: Agustinho, Daniel Paiva
      – PersonEntity:
          Name:
            NameFull: Alexander, Adam
      – PersonEntity:
          Name:
            NameFull: Arciniega-Sanchez, Marlon
      – PersonEntity:
          Name:
            NameFull: Bosseau, Lorianne
      – PersonEntity:
          Name:
            NameFull: Brueffer, Christian
      – PersonEntity:
          Name:
            NameFull: Canal, Astrid
      – PersonEntity:
          Name:
            NameFull: Daw, Joyjit
      – PersonEntity:
          Name:
            NameFull: Enoma, David
      – PersonEntity:
          Name:
            NameFull: Diaz-Cuevas, Alison
      – PersonEntity:
          Name:
            NameFull: Diesh, Colin
      – PersonEntity:
          Name:
            NameFull: Doolittle-Hall, Janet M
      – PersonEntity:
          Name:
            NameFull: Fernandez-Luna, Luis
      – PersonEntity:
          Name:
            NameFull: Han, Tina
      – PersonEntity:
          Name:
            NameFull: Höps, Wolfram
      – PersonEntity:
          Name:
            NameFull: Huang, Peiming Peter
      – PersonEntity:
          Name:
            NameFull: Huang, Tony
      – PersonEntity:
          Name:
            NameFull: Izydorczyk, Michal Bogumil
      – PersonEntity:
          Name:
            NameFull: Jaryani, Farhang
      – PersonEntity:
          Name:
            NameFull: Kesharwani, Rupesh K
      – PersonEntity:
          Name:
            NameFull: Khan, Shaheerah
      – PersonEntity:
          Name:
            NameFull: Majidian, Sina
      – PersonEntity:
          Name:
            NameFull: Malakar, Ayan
      – PersonEntity:
          Name:
            NameFull: Mangolini, Tania Girão
      – PersonEntity:
          Name:
            NameFull: Modha, Sejal
      – PersonEntity:
          Name:
            NameFull: Moldes, Mauricio
      – PersonEntity:
          Name:
            NameFull: Mondal, Rajarshi
      – PersonEntity:
          Name:
            NameFull: Al Nahid, Abdullah
      – PersonEntity:
          Name:
            NameFull: Poon, Chi-Lam
      – PersonEntity:
          Name:
            NameFull: Sagayaradj, Sagayamary
      – PersonEntity:
          Name:
            NameFull: Sanio, Philippe
      – PersonEntity:
          Name:
            NameFull: Sepulveda-Morales, Tania
      – PersonEntity:
          Name:
            NameFull: Shahzaib, Muhammad
      – PersonEntity:
          Name:
            NameFull: Raza, Muhammad Sohail
      – PersonEntity:
          Name:
            NameFull: Tat, Trinh
      – PersonEntity:
          Name:
            NameFull: Thota, Ishaan
      – PersonEntity:
          Name:
            NameFull: Yaman, Umran
      – PersonEntity:
          Name:
            NameFull: Yeung, Jason
      – PersonEntity:
          Name:
            NameFull: Yu, Qiyi
      – PersonEntity:
          Name:
            NameFull: Zheng, Xinchang
      – PersonEntity:
          Name:
            NameFull: Mahmoud, Medhat
      – PersonEntity:
          Name:
            NameFull: Sedlazeck, Fritz J.
      – PersonEntity:
          Name:
            NameFull: Busby, Ben
      – PersonEntity:
          Name:
            NameFull: Lund University, Profile areas and other strong research environments, Other Strong Research Environments, LUCC: Lund University Cancer Centre, Lunds universitet, Profilområden och andra starka forskningsmiljöer, Övriga starka forskningsmiljöer, LUCC: Lunds universitets cancercentrum, Originator
      – PersonEntity:
          Name:
            NameFull: Lund University, Faculty of Medicine, Department of Clinical Sciences, Lund, Section I, Transl oncogenomics, Translational Oncogenomics, Lunds universitet, Medicinska fakulteten, Institutionen för kliniska vetenskaper, Lund, Sektion I, Transl onkogenomik, Translational Oncogenomics, Originator
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 27
              M: 06
              Type: published
              Y: 2024
          Identifiers:
            – Type: issn-print
              Value: 20461402
            – Type: issn-print
              Value: 1759796X
            – Type: issn-locals
              Value: SWEPUB_FREE
            – Type: issn-locals
              Value: LU_SWEPUB
          Numbering:
            – Type: volume
              Value: 13
          Titles:
            – TitleFull: F1000Research
              Type: main
ResultId 1