dc.contributor.author
Reincke, S. Momsen
dc.contributor.author
Prüss, Harald
dc.contributor.author
Kreye, Jakob
dc.date.accessioned
2022-05-12T12:09:44Z
dc.date.available
2022-05-12T12:09:44Z
dc.identifier.uri
https://refubium.fu-berlin.de/handle/fub188/35003
dc.identifier.uri
http://dx.doi.org/10.17169/refubium-34719
dc.description.abstract
Background:
Repertoire analysis of patient-derived recombinant monoclonal antibodies is an important tool to study the role of B cells in autoimmune diseases of the human brain and beyond. Current protocols for generation of patient-derived recombinant monoclonal antibody libraries are time-consuming and contain repetitive steps, some of which can be assisted with the help of software automation.
Results:
We developed BASE, an easy-to-use software for complete data analysis in single cell immunoglobulin cloning. BASE consists of two modules: aBASE for immunological annotations and cloning primer lookup, and cBASE for plasmid sequence identity confirmation before expression. Comparing automated BASE analysis with manual analysis we confirmed the validity of BASE output: identity between manual and automated aBASE analysis was 100% for all outputs, except for immunoglobulin isotype determination. In this case, aBASE yielded correct results in 96% of cases, whereas 4% of cases required manual confirmation. cBASE automatically concluded expression recommendations in 89.8% of cases, 91.8% of which were identical to manually derived results and none of them were false-positive.
Conclusions:
BASE offers an easy-to-use software solution suitable for complete Ig sequence data analysis and tracking during recombinant mAb cloning from single cells. Plasmid sequence identity confirmation by cBASE offers functionality not provided by existing software solutions in the field and will help to reduce time-consuming steps of the monoclonal antibody generation workflow. BASE can be installed locally or accessed online at Code Ocean.
en
dc.rights.uri
https://creativecommons.org/licenses/by/4.0/
dc.subject
Immunoglobulin
en
dc.subject
Sequence analysis
en
dc.subject.ddc
600 Technik, Medizin, angewandte Wissenschaften::610 Medizin und Gesundheit::610 Medizin und Gesundheit
dc.title
Brain antibody sequence evaluation (BASE): an easy-to-use software for complete data analysis in single cell immunoglobulin cloning
dc.type
Wissenschaftlicher Artikel
dcterms.bibliographicCitation.articlenumber
446
dcterms.bibliographicCitation.doi
10.1186/s12859-020-03741-w
dcterms.bibliographicCitation.journaltitle
BMC Bioinformatics
dcterms.bibliographicCitation.originalpublishername
Springer Nature
dcterms.bibliographicCitation.volume
21
refubium.affiliation
Charité - Universitätsmedizin Berlin
refubium.funding
Springer Nature DEAL
refubium.resourceType.isindependentpub
no
dcterms.accessRights.openaire
open access
dcterms.bibliographicCitation.pmid
33032524
dcterms.isPartOf.eissn
1471-2105