Cargando…
Network topology of NaV1.7 mutations in sodium channel-related painful disorders
BACKGROUND: Gain-of-function mutations in SCN9A gene that encodes the voltage-gated sodium channel NaV1.7 have been associated with a wide spectrum of painful syndromes in humans including inherited erythromelalgia, paroxysmal extreme pain disorder and small fibre neuropathy. These mutations change...
Autores principales: | , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5324268/ https://www.ncbi.nlm.nih.gov/pubmed/28235406 http://dx.doi.org/10.1186/s12918-016-0382-0 |
_version_ | 1782510191652110336 |
---|---|
author | Kapetis, Dimos Sassone, Jenny Yang, Yang Galbardi, Barbara Xenakis, Markos N. Westra, Ronald L. Szklarczyk, Radek Lindsey, Patrick Faber, Catharina G. Gerrits, Monique Merkies, Ingemar S. J. Dib-Hajj, Sulayman D. Mantegazza, Massimo Waxman, Stephen G. Lauria, Giuseppe |
author_facet | Kapetis, Dimos Sassone, Jenny Yang, Yang Galbardi, Barbara Xenakis, Markos N. Westra, Ronald L. Szklarczyk, Radek Lindsey, Patrick Faber, Catharina G. Gerrits, Monique Merkies, Ingemar S. J. Dib-Hajj, Sulayman D. Mantegazza, Massimo Waxman, Stephen G. Lauria, Giuseppe |
author_sort | Kapetis, Dimos |
collection | PubMed |
description | BACKGROUND: Gain-of-function mutations in SCN9A gene that encodes the voltage-gated sodium channel NaV1.7 have been associated with a wide spectrum of painful syndromes in humans including inherited erythromelalgia, paroxysmal extreme pain disorder and small fibre neuropathy. These mutations change the biophysical properties of NaV1.7 channels leading to hyperexcitability of dorsal root ganglion nociceptors and pain symptoms. There is a need for better understanding of how gain-of-function mutations alter the atomic structure of Nav1.7. RESULTS: We used homology modeling to build an atomic model of NaV1.7 and a network-based theoretical approach, which can predict interatomic interactions and connectivity arrangements, to investigate how pain-related NaV1.7 mutations may alter specific interatomic bonds and cause connectivity rearrangement, compared to benign variants and polymorphisms. For each amino acid substitution, we calculated the topological parameters betweenness centrality (B(ct)), degree (D), clustering coefficient (CC(ct)), closeness (C(ct)), and eccentricity (E(ct)), and calculated their variation (Δ(value) = mutant (value)-WT (value)). Pathogenic NaV1.7 mutations showed significantly higher variation of |ΔB(ct)| compared to benign variants and polymorphisms. Using the cut-off value ±0.26 calculated by receiver operating curve analysis, we found that ΔB(ct) correctly differentiated pathogenic NaV1.7 mutations from variants not causing biophysical abnormalities (nABN) and homologous SNPs (hSNPs) with 76% sensitivity and 83% specificity. CONCLUSIONS: Our in-silico analyses predict that pain-related pathogenic NaV1.7 mutations may affect the network topological properties of the protein and suggest |ΔB(ct)| value as a potential in-silico marker. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12918-016-0382-0) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5324268 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-53242682017-03-01 Network topology of NaV1.7 mutations in sodium channel-related painful disorders Kapetis, Dimos Sassone, Jenny Yang, Yang Galbardi, Barbara Xenakis, Markos N. Westra, Ronald L. Szklarczyk, Radek Lindsey, Patrick Faber, Catharina G. Gerrits, Monique Merkies, Ingemar S. J. Dib-Hajj, Sulayman D. Mantegazza, Massimo Waxman, Stephen G. Lauria, Giuseppe BMC Syst Biol Research Article BACKGROUND: Gain-of-function mutations in SCN9A gene that encodes the voltage-gated sodium channel NaV1.7 have been associated with a wide spectrum of painful syndromes in humans including inherited erythromelalgia, paroxysmal extreme pain disorder and small fibre neuropathy. These mutations change the biophysical properties of NaV1.7 channels leading to hyperexcitability of dorsal root ganglion nociceptors and pain symptoms. There is a need for better understanding of how gain-of-function mutations alter the atomic structure of Nav1.7. RESULTS: We used homology modeling to build an atomic model of NaV1.7 and a network-based theoretical approach, which can predict interatomic interactions and connectivity arrangements, to investigate how pain-related NaV1.7 mutations may alter specific interatomic bonds and cause connectivity rearrangement, compared to benign variants and polymorphisms. For each amino acid substitution, we calculated the topological parameters betweenness centrality (B(ct)), degree (D), clustering coefficient (CC(ct)), closeness (C(ct)), and eccentricity (E(ct)), and calculated their variation (Δ(value) = mutant (value)-WT (value)). Pathogenic NaV1.7 mutations showed significantly higher variation of |ΔB(ct)| compared to benign variants and polymorphisms. Using the cut-off value ±0.26 calculated by receiver operating curve analysis, we found that ΔB(ct) correctly differentiated pathogenic NaV1.7 mutations from variants not causing biophysical abnormalities (nABN) and homologous SNPs (hSNPs) with 76% sensitivity and 83% specificity. CONCLUSIONS: Our in-silico analyses predict that pain-related pathogenic NaV1.7 mutations may affect the network topological properties of the protein and suggest |ΔB(ct)| value as a potential in-silico marker. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12918-016-0382-0) contains supplementary material, which is available to authorized users. BioMed Central 2017-02-24 /pmc/articles/PMC5324268/ /pubmed/28235406 http://dx.doi.org/10.1186/s12918-016-0382-0 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. 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. |
spellingShingle | Research Article Kapetis, Dimos Sassone, Jenny Yang, Yang Galbardi, Barbara Xenakis, Markos N. Westra, Ronald L. Szklarczyk, Radek Lindsey, Patrick Faber, Catharina G. Gerrits, Monique Merkies, Ingemar S. J. Dib-Hajj, Sulayman D. Mantegazza, Massimo Waxman, Stephen G. Lauria, Giuseppe Network topology of NaV1.7 mutations in sodium channel-related painful disorders |
title | Network topology of NaV1.7 mutations in sodium channel-related painful disorders |
title_full | Network topology of NaV1.7 mutations in sodium channel-related painful disorders |
title_fullStr | Network topology of NaV1.7 mutations in sodium channel-related painful disorders |
title_full_unstemmed | Network topology of NaV1.7 mutations in sodium channel-related painful disorders |
title_short | Network topology of NaV1.7 mutations in sodium channel-related painful disorders |
title_sort | network topology of nav1.7 mutations in sodium channel-related painful disorders |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5324268/ https://www.ncbi.nlm.nih.gov/pubmed/28235406 http://dx.doi.org/10.1186/s12918-016-0382-0 |
work_keys_str_mv | AT kapetisdimos networktopologyofnav17mutationsinsodiumchannelrelatedpainfuldisorders AT sassonejenny networktopologyofnav17mutationsinsodiumchannelrelatedpainfuldisorders AT yangyang networktopologyofnav17mutationsinsodiumchannelrelatedpainfuldisorders AT galbardibarbara networktopologyofnav17mutationsinsodiumchannelrelatedpainfuldisorders AT xenakismarkosn networktopologyofnav17mutationsinsodiumchannelrelatedpainfuldisorders AT westraronaldl networktopologyofnav17mutationsinsodiumchannelrelatedpainfuldisorders AT szklarczykradek networktopologyofnav17mutationsinsodiumchannelrelatedpainfuldisorders AT lindseypatrick networktopologyofnav17mutationsinsodiumchannelrelatedpainfuldisorders AT fabercatharinag networktopologyofnav17mutationsinsodiumchannelrelatedpainfuldisorders AT gerritsmonique networktopologyofnav17mutationsinsodiumchannelrelatedpainfuldisorders AT merkiesingemarsj networktopologyofnav17mutationsinsodiumchannelrelatedpainfuldisorders AT dibhajjsulaymand networktopologyofnav17mutationsinsodiumchannelrelatedpainfuldisorders AT mantegazzamassimo networktopologyofnav17mutationsinsodiumchannelrelatedpainfuldisorders AT waxmanstepheng networktopologyofnav17mutationsinsodiumchannelrelatedpainfuldisorders AT lauriagiuseppe networktopologyofnav17mutationsinsodiumchannelrelatedpainfuldisorders AT networktopologyofnav17mutationsinsodiumchannelrelatedpainfuldisorders |