Cargando…

A SELDI mass spectrometry study of experimental autoimmune encephalomyelitis: sample preparation, reproducibility, and differential protein expression patterns

BACKGROUND: Experimental autoimmune encephalomyelitis (EAE) is an autoimmune, inflammatory disease of the central nervous system that is widely used as a model of multiple sclerosis (MS). Mitochondrial dysfunction appears to play a role in the development of neuropathology in MS and may also play a...

Descripción completa

Detalles Bibliográficos
Autores principales: Azzam, Sausan, Broadwater, Laurie, Li, Shuo, Freeman, Ernest J, McDonough, Jennifer, Gregory, Roger B
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3682907/
https://www.ncbi.nlm.nih.gov/pubmed/23635033
http://dx.doi.org/10.1186/1477-5956-11-19
_version_ 1782273421547143168
author Azzam, Sausan
Broadwater, Laurie
Li, Shuo
Freeman, Ernest J
McDonough, Jennifer
Gregory, Roger B
author_facet Azzam, Sausan
Broadwater, Laurie
Li, Shuo
Freeman, Ernest J
McDonough, Jennifer
Gregory, Roger B
author_sort Azzam, Sausan
collection PubMed
description BACKGROUND: Experimental autoimmune encephalomyelitis (EAE) is an autoimmune, inflammatory disease of the central nervous system that is widely used as a model of multiple sclerosis (MS). Mitochondrial dysfunction appears to play a role in the development of neuropathology in MS and may also play a role in disease pathology in EAE. Here, surface enhanced laser desorption ionization mass spectrometry (SELDI-MS) has been employed to obtain protein expression profiles from mitochondrially enriched fractions derived from EAE and control mouse brain. To gain insight into experimental variation, the reproducibility of sub-cellular fractionation, anion exchange fractionation as well as spot-to-spot and chip-to-chip variation using pooled samples from brain tissue was examined. RESULTS: Variability of SELDI mass spectral peak intensities indicates a coefficient of variation (CV) of 15.6% and 17.6% between spots on a given chip and between different chips, respectively. Thinly slicing tissue prior to homogenization with a rotor homogenizer showed better reproducibility (CV = 17.0%) than homogenization of blocks of brain tissue with a Teflon® pestle (CV = 27.0%). Fractionation of proteins with anion exchange beads prior to SELDI-MS analysis gave overall CV values from 16.1% to 18.6%. SELDI mass spectra of mitochondrial fractions obtained from brain tissue from EAE mice and controls displayed 39 differentially expressed proteins (p≤ 0.05) out of a total of 241 protein peaks observed in anion exchange fractions. Hierarchical clustering analysis showed that protein fractions from EAE animals with severe disability clearly segregated from controls. Several components of electron transport chain complexes (cytochrome c oxidase subunit 6b1, subunit 6C, and subunit 4; NADH dehydrogenase flavoprotein 3, alpha subcomplex subunit 2, Fe-S protein 4, and Fe-S protein 6; and ATP synthase subunit e) were identified as possible differentially expressed proteins. Myelin Basic Protein isoform 8 (MBP8) (14.2 kDa) levels were lower in EAE samples with advanced disease relative to controls, while an MBP fragment (12. 4kDa), likely due to calpain digestion, was increased in EAE relative to controls. The appearance of MBP in mitochondrially enriched fractions is due to tissue freezing and storage, as MBP was not found associated with mitochondria obtained from fresh tissue. CONCLUSIONS: SELDI mass spectrometry can be employed to explore the proteome of a complex tissue (brain) and obtain protein profiles of differentially expressed proteins from protein fractions. Appropriate homogenization protocols and protein fractionation using anion exchange beads can be employed to reduce sample complexity without introducing significant additional variation into the SELDI mass spectra beyond that inherent in the SELDI- MS method itself. SELDI-MS coupled with principal component analysis and hierarchical cluster analysis provides protein patterns that can clearly distinguish the disease state from controls. However, identification of individual differentially expressed proteins requires a separate purification of the proteins of interest by polyacrylamide electrophoresis prior to trypsin digestion and peptide mass fingerprint analysis, and unambiguous identification of differentially expressed proteins can be difficult if protein bands consist of several proteins with similar molecular weights.
format Online
Article
Text
id pubmed-3682907
institution National Center for Biotechnology Information
language English
publishDate 2013
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-36829072013-06-15 A SELDI mass spectrometry study of experimental autoimmune encephalomyelitis: sample preparation, reproducibility, and differential protein expression patterns Azzam, Sausan Broadwater, Laurie Li, Shuo Freeman, Ernest J McDonough, Jennifer Gregory, Roger B Proteome Sci Research BACKGROUND: Experimental autoimmune encephalomyelitis (EAE) is an autoimmune, inflammatory disease of the central nervous system that is widely used as a model of multiple sclerosis (MS). Mitochondrial dysfunction appears to play a role in the development of neuropathology in MS and may also play a role in disease pathology in EAE. Here, surface enhanced laser desorption ionization mass spectrometry (SELDI-MS) has been employed to obtain protein expression profiles from mitochondrially enriched fractions derived from EAE and control mouse brain. To gain insight into experimental variation, the reproducibility of sub-cellular fractionation, anion exchange fractionation as well as spot-to-spot and chip-to-chip variation using pooled samples from brain tissue was examined. RESULTS: Variability of SELDI mass spectral peak intensities indicates a coefficient of variation (CV) of 15.6% and 17.6% between spots on a given chip and between different chips, respectively. Thinly slicing tissue prior to homogenization with a rotor homogenizer showed better reproducibility (CV = 17.0%) than homogenization of blocks of brain tissue with a Teflon® pestle (CV = 27.0%). Fractionation of proteins with anion exchange beads prior to SELDI-MS analysis gave overall CV values from 16.1% to 18.6%. SELDI mass spectra of mitochondrial fractions obtained from brain tissue from EAE mice and controls displayed 39 differentially expressed proteins (p≤ 0.05) out of a total of 241 protein peaks observed in anion exchange fractions. Hierarchical clustering analysis showed that protein fractions from EAE animals with severe disability clearly segregated from controls. Several components of electron transport chain complexes (cytochrome c oxidase subunit 6b1, subunit 6C, and subunit 4; NADH dehydrogenase flavoprotein 3, alpha subcomplex subunit 2, Fe-S protein 4, and Fe-S protein 6; and ATP synthase subunit e) were identified as possible differentially expressed proteins. Myelin Basic Protein isoform 8 (MBP8) (14.2 kDa) levels were lower in EAE samples with advanced disease relative to controls, while an MBP fragment (12. 4kDa), likely due to calpain digestion, was increased in EAE relative to controls. The appearance of MBP in mitochondrially enriched fractions is due to tissue freezing and storage, as MBP was not found associated with mitochondria obtained from fresh tissue. CONCLUSIONS: SELDI mass spectrometry can be employed to explore the proteome of a complex tissue (brain) and obtain protein profiles of differentially expressed proteins from protein fractions. Appropriate homogenization protocols and protein fractionation using anion exchange beads can be employed to reduce sample complexity without introducing significant additional variation into the SELDI mass spectra beyond that inherent in the SELDI- MS method itself. SELDI-MS coupled with principal component analysis and hierarchical cluster analysis provides protein patterns that can clearly distinguish the disease state from controls. However, identification of individual differentially expressed proteins requires a separate purification of the proteins of interest by polyacrylamide electrophoresis prior to trypsin digestion and peptide mass fingerprint analysis, and unambiguous identification of differentially expressed proteins can be difficult if protein bands consist of several proteins with similar molecular weights. BioMed Central 2013-05-01 /pmc/articles/PMC3682907/ /pubmed/23635033 http://dx.doi.org/10.1186/1477-5956-11-19 Text en Copyright © 2013 Azzam et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Azzam, Sausan
Broadwater, Laurie
Li, Shuo
Freeman, Ernest J
McDonough, Jennifer
Gregory, Roger B
A SELDI mass spectrometry study of experimental autoimmune encephalomyelitis: sample preparation, reproducibility, and differential protein expression patterns
title A SELDI mass spectrometry study of experimental autoimmune encephalomyelitis: sample preparation, reproducibility, and differential protein expression patterns
title_full A SELDI mass spectrometry study of experimental autoimmune encephalomyelitis: sample preparation, reproducibility, and differential protein expression patterns
title_fullStr A SELDI mass spectrometry study of experimental autoimmune encephalomyelitis: sample preparation, reproducibility, and differential protein expression patterns
title_full_unstemmed A SELDI mass spectrometry study of experimental autoimmune encephalomyelitis: sample preparation, reproducibility, and differential protein expression patterns
title_short A SELDI mass spectrometry study of experimental autoimmune encephalomyelitis: sample preparation, reproducibility, and differential protein expression patterns
title_sort seldi mass spectrometry study of experimental autoimmune encephalomyelitis: sample preparation, reproducibility, and differential protein expression patterns
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3682907/
https://www.ncbi.nlm.nih.gov/pubmed/23635033
http://dx.doi.org/10.1186/1477-5956-11-19
work_keys_str_mv AT azzamsausan aseldimassspectrometrystudyofexperimentalautoimmuneencephalomyelitissamplepreparationreproducibilityanddifferentialproteinexpressionpatterns
AT broadwaterlaurie aseldimassspectrometrystudyofexperimentalautoimmuneencephalomyelitissamplepreparationreproducibilityanddifferentialproteinexpressionpatterns
AT lishuo aseldimassspectrometrystudyofexperimentalautoimmuneencephalomyelitissamplepreparationreproducibilityanddifferentialproteinexpressionpatterns
AT freemanernestj aseldimassspectrometrystudyofexperimentalautoimmuneencephalomyelitissamplepreparationreproducibilityanddifferentialproteinexpressionpatterns
AT mcdonoughjennifer aseldimassspectrometrystudyofexperimentalautoimmuneencephalomyelitissamplepreparationreproducibilityanddifferentialproteinexpressionpatterns
AT gregoryrogerb aseldimassspectrometrystudyofexperimentalautoimmuneencephalomyelitissamplepreparationreproducibilityanddifferentialproteinexpressionpatterns
AT azzamsausan seldimassspectrometrystudyofexperimentalautoimmuneencephalomyelitissamplepreparationreproducibilityanddifferentialproteinexpressionpatterns
AT broadwaterlaurie seldimassspectrometrystudyofexperimentalautoimmuneencephalomyelitissamplepreparationreproducibilityanddifferentialproteinexpressionpatterns
AT lishuo seldimassspectrometrystudyofexperimentalautoimmuneencephalomyelitissamplepreparationreproducibilityanddifferentialproteinexpressionpatterns
AT freemanernestj seldimassspectrometrystudyofexperimentalautoimmuneencephalomyelitissamplepreparationreproducibilityanddifferentialproteinexpressionpatterns
AT mcdonoughjennifer seldimassspectrometrystudyofexperimentalautoimmuneencephalomyelitissamplepreparationreproducibilityanddifferentialproteinexpressionpatterns
AT gregoryrogerb seldimassspectrometrystudyofexperimentalautoimmuneencephalomyelitissamplepreparationreproducibilityanddifferentialproteinexpressionpatterns