Cargando…

The Antibody Genetics of Multiple Sclerosis: Comparing Next-Generation Sequencing to Sanger Sequencing

We previously identified a distinct mutation pattern in the antibody genes of B cells isolated from cerebrospinal fluid (CSF) that can identify patients who have relapsing-remitting multiple sclerosis (RRMS) and patients with clinically isolated syndromes who will convert to RRMS. This antibody gene...

Descripción completa

Detalles Bibliográficos
Autores principales: Rounds, William H., Ligocki, Ann J., Levin, Mikhail K., Greenberg, Benjamin M., Bigwood, Douglas W., Eastman, Eric M., Cowell, Lindsay G., Monson, Nancy L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4165282/
https://www.ncbi.nlm.nih.gov/pubmed/25278930
http://dx.doi.org/10.3389/fneur.2014.00166
_version_ 1782335078410485760
author Rounds, William H.
Ligocki, Ann J.
Levin, Mikhail K.
Greenberg, Benjamin M.
Bigwood, Douglas W.
Eastman, Eric M.
Cowell, Lindsay G.
Monson, Nancy L.
author_facet Rounds, William H.
Ligocki, Ann J.
Levin, Mikhail K.
Greenberg, Benjamin M.
Bigwood, Douglas W.
Eastman, Eric M.
Cowell, Lindsay G.
Monson, Nancy L.
author_sort Rounds, William H.
collection PubMed
description We previously identified a distinct mutation pattern in the antibody genes of B cells isolated from cerebrospinal fluid (CSF) that can identify patients who have relapsing-remitting multiple sclerosis (RRMS) and patients with clinically isolated syndromes who will convert to RRMS. This antibody gene signature (AGS) was developed using Sanger sequencing of single B cells. While potentially helpful to patients, Sanger sequencing is not an assay that can be practically deployed in clinical settings. In order to provide AGS evaluations to patients as part of their diagnostic workup, we developed protocols to generate AGS scores using next-generation DNA sequencing (NGS) on CSF-derived cell pellets without the need to isolate single cells. This approach has the potential to increase the coverage of the B-cell population being analyzed, reduce the time needed to generate AGS scores, and may improve the overall performance of the AGS approach as a diagnostic test in the future. However, no investigations have focused on whether NGS-based repertoires will properly reflect antibody gene frequencies and somatic hypermutation patterns defined by Sanger sequencing. To address this issue, we isolated paired CSF samples from eight patients who either had MS or were at risk to develop MS. Here, we present data that antibody gene frequencies and somatic hypermutation patterns are similar in Sanger and NGS-based antibody repertoires from these paired CSF samples. In addition, AGS scores derived from the NGS database correctly identified the patients who initially had or subsequently converted to RRMS, with precision similar to that of the Sanger sequencing approach. Further investigation of the utility of the AGS in predicting conversion to MS using NGS-derived antibody repertoires in a larger cohort of patients is warranted.
format Online
Article
Text
id pubmed-4165282
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-41652822014-10-02 The Antibody Genetics of Multiple Sclerosis: Comparing Next-Generation Sequencing to Sanger Sequencing Rounds, William H. Ligocki, Ann J. Levin, Mikhail K. Greenberg, Benjamin M. Bigwood, Douglas W. Eastman, Eric M. Cowell, Lindsay G. Monson, Nancy L. Front Neurol Neuroscience We previously identified a distinct mutation pattern in the antibody genes of B cells isolated from cerebrospinal fluid (CSF) that can identify patients who have relapsing-remitting multiple sclerosis (RRMS) and patients with clinically isolated syndromes who will convert to RRMS. This antibody gene signature (AGS) was developed using Sanger sequencing of single B cells. While potentially helpful to patients, Sanger sequencing is not an assay that can be practically deployed in clinical settings. In order to provide AGS evaluations to patients as part of their diagnostic workup, we developed protocols to generate AGS scores using next-generation DNA sequencing (NGS) on CSF-derived cell pellets without the need to isolate single cells. This approach has the potential to increase the coverage of the B-cell population being analyzed, reduce the time needed to generate AGS scores, and may improve the overall performance of the AGS approach as a diagnostic test in the future. However, no investigations have focused on whether NGS-based repertoires will properly reflect antibody gene frequencies and somatic hypermutation patterns defined by Sanger sequencing. To address this issue, we isolated paired CSF samples from eight patients who either had MS or were at risk to develop MS. Here, we present data that antibody gene frequencies and somatic hypermutation patterns are similar in Sanger and NGS-based antibody repertoires from these paired CSF samples. In addition, AGS scores derived from the NGS database correctly identified the patients who initially had or subsequently converted to RRMS, with precision similar to that of the Sanger sequencing approach. Further investigation of the utility of the AGS in predicting conversion to MS using NGS-derived antibody repertoires in a larger cohort of patients is warranted. Frontiers Media S.A. 2014-09-16 /pmc/articles/PMC4165282/ /pubmed/25278930 http://dx.doi.org/10.3389/fneur.2014.00166 Text en Copyright © 2014 Rounds, Ligocki, Levin, Greenberg, Bigwood, Eastman, Cowell and Monson. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Rounds, William H.
Ligocki, Ann J.
Levin, Mikhail K.
Greenberg, Benjamin M.
Bigwood, Douglas W.
Eastman, Eric M.
Cowell, Lindsay G.
Monson, Nancy L.
The Antibody Genetics of Multiple Sclerosis: Comparing Next-Generation Sequencing to Sanger Sequencing
title The Antibody Genetics of Multiple Sclerosis: Comparing Next-Generation Sequencing to Sanger Sequencing
title_full The Antibody Genetics of Multiple Sclerosis: Comparing Next-Generation Sequencing to Sanger Sequencing
title_fullStr The Antibody Genetics of Multiple Sclerosis: Comparing Next-Generation Sequencing to Sanger Sequencing
title_full_unstemmed The Antibody Genetics of Multiple Sclerosis: Comparing Next-Generation Sequencing to Sanger Sequencing
title_short The Antibody Genetics of Multiple Sclerosis: Comparing Next-Generation Sequencing to Sanger Sequencing
title_sort antibody genetics of multiple sclerosis: comparing next-generation sequencing to sanger sequencing
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4165282/
https://www.ncbi.nlm.nih.gov/pubmed/25278930
http://dx.doi.org/10.3389/fneur.2014.00166
work_keys_str_mv AT roundswilliamh theantibodygeneticsofmultiplesclerosiscomparingnextgenerationsequencingtosangersequencing
AT ligockiannj theantibodygeneticsofmultiplesclerosiscomparingnextgenerationsequencingtosangersequencing
AT levinmikhailk theantibodygeneticsofmultiplesclerosiscomparingnextgenerationsequencingtosangersequencing
AT greenbergbenjaminm theantibodygeneticsofmultiplesclerosiscomparingnextgenerationsequencingtosangersequencing
AT bigwooddouglasw theantibodygeneticsofmultiplesclerosiscomparingnextgenerationsequencingtosangersequencing
AT eastmanericm theantibodygeneticsofmultiplesclerosiscomparingnextgenerationsequencingtosangersequencing
AT cowelllindsayg theantibodygeneticsofmultiplesclerosiscomparingnextgenerationsequencingtosangersequencing
AT monsonnancyl theantibodygeneticsofmultiplesclerosiscomparingnextgenerationsequencingtosangersequencing
AT roundswilliamh antibodygeneticsofmultiplesclerosiscomparingnextgenerationsequencingtosangersequencing
AT ligockiannj antibodygeneticsofmultiplesclerosiscomparingnextgenerationsequencingtosangersequencing
AT levinmikhailk antibodygeneticsofmultiplesclerosiscomparingnextgenerationsequencingtosangersequencing
AT greenbergbenjaminm antibodygeneticsofmultiplesclerosiscomparingnextgenerationsequencingtosangersequencing
AT bigwooddouglasw antibodygeneticsofmultiplesclerosiscomparingnextgenerationsequencingtosangersequencing
AT eastmanericm antibodygeneticsofmultiplesclerosiscomparingnextgenerationsequencingtosangersequencing
AT cowelllindsayg antibodygeneticsofmultiplesclerosiscomparingnextgenerationsequencingtosangersequencing
AT monsonnancyl antibodygeneticsofmultiplesclerosiscomparingnextgenerationsequencingtosangersequencing