Cerebrospinal fluid protein patterns in neurodegenerative disease revealed by liquid chromatography-Fourier transform ion cyclotron resonance mass spectrometry
This study demonstrates the power of a novel proteomic approach developed for the detection and identification of biological markers in body fluids. The goal was to observe alterations in the protein patterns of cerebrospinal fluid (CSF) related to amyotrophic lateral sclerosis (ALS), a neurodegener...
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Veröffentlicht in: | Proteomics (Weinheim) 2004-12, Vol.4 (12), p.4010-4018 |
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creator | Ramström, Margareta Ivonin, Igor Johansson, Anders Askmark, Håkan Markides, Karin E. Zubarev, Roman Håkansson, Per Aquilonius, Sten-Magnus Bergquist, Jonas |
description | This study demonstrates the power of a novel proteomic approach developed for the detection and identification of biological markers in body fluids. The goal was to observe alterations in the protein patterns of cerebrospinal fluid (CSF) related to amyotrophic lateral sclerosis (ALS), a neurodegenerative disorder with unknown etiology. In the experiments, tryptic digests of CSF from patients and healthy controls were analyzed by on‐line capillary liquid chromatography‐Fourier transform ion cyclotron resonance mass spectrometry. (FT‐ICR MS) Typically, around 4000 peptides were detected in one such experiment, and a pattern recognition program was constructed for the data analysis to distinguish mass chromatograms from patients and controls. This strategy was evaluated comparing the peptide patterns of CSF spiked in vitro with a biomarker, with control CSF. The patterns were clearly separated and the tryptic peptides of the biomarker were successfully selected as characteristic peaks. Hence, the method was applied to compare mass chromatograms of CSF from 12 ALS‐patients and 10 matched healthy controls. While no biomarker alone could be identified from the characteristic peaks, we were able to assign 4 out of 5 unknown samples correctly (i.e., 80% correctly diagnosed, 20% false‐negative), and it would be 100% if we reject a possible outlier believed to be caused by an occlusion in the spinal CSF compartment. These findings are very promising, although the clinical relevance is not fully established due to the low number of unknown samples analyzed. In addition to the diagnostic potential, these results may be important steps towards understanding the neurodegenerative process. |
doi_str_mv | 10.1002/pmic.200400871 |
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The goal was to observe alterations in the protein patterns of cerebrospinal fluid (CSF) related to amyotrophic lateral sclerosis (ALS), a neurodegenerative disorder with unknown etiology. In the experiments, tryptic digests of CSF from patients and healthy controls were analyzed by on‐line capillary liquid chromatography‐Fourier transform ion cyclotron resonance mass spectrometry. (FT‐ICR MS) Typically, around 4000 peptides were detected in one such experiment, and a pattern recognition program was constructed for the data analysis to distinguish mass chromatograms from patients and controls. This strategy was evaluated comparing the peptide patterns of CSF spiked in vitro with a biomarker, with control CSF. The patterns were clearly separated and the tryptic peptides of the biomarker were successfully selected as characteristic peaks. Hence, the method was applied to compare mass chromatograms of CSF from 12 ALS‐patients and 10 matched healthy controls. While no biomarker alone could be identified from the characteristic peaks, we were able to assign 4 out of 5 unknown samples correctly (i.e., 80% correctly diagnosed, 20% false‐negative), and it would be 100% if we reject a possible outlier believed to be caused by an occlusion in the spinal CSF compartment. These findings are very promising, although the clinical relevance is not fully established due to the low number of unknown samples analyzed. In addition to the diagnostic potential, these results may be important steps towards understanding the neurodegenerative process.</description><identifier>ISSN: 1615-9853</identifier><identifier>EISSN: 1615-9861</identifier><identifier>DOI: 10.1002/pmic.200400871</identifier><identifier>PMID: 15540204</identifier><language>eng</language><publisher>Weinheim: WILEY-VCH Verlag</publisher><subject>Adult ; Aged ; Algorithms ; Amyotrophic lateral sclerosis ; Amyotrophic Lateral Sclerosis - cerebrospinal fluid ; Analytical, structural and metabolic biochemistry ; Biological and medical sciences ; Biomarkers - chemistry ; Case-Control Studies ; Cerebrospinal fluid ; Chromatography, Liquid - methods ; Dose-Response Relationship, Drug ; Female ; Fourier transform ion cyclotron resonance mass spectrometry ; Fundamental and applied biological sciences. Psychology ; Gas Chromatography-Mass Spectrometry ; Gene Expression Profiling ; Humans ; Liquid chromatography ; Male ; Mass Spectrometry - methods ; Middle Aged ; Miscellaneous ; Myoglobin - chemistry ; Neurodegenerative Diseases - cerebrospinal fluid ; Peptide Mapping ; Proteins ; Proteomics - methods ; Spectroscopy, Fourier Transform Infrared - methods ; Trypsin - pharmacology</subject><ispartof>Proteomics (Weinheim), 2004-12, Vol.4 (12), p.4010-4018</ispartof><rights>Copyright © 2004 WILEY‐VCH Verlag GmbH & Co. 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The goal was to observe alterations in the protein patterns of cerebrospinal fluid (CSF) related to amyotrophic lateral sclerosis (ALS), a neurodegenerative disorder with unknown etiology. In the experiments, tryptic digests of CSF from patients and healthy controls were analyzed by on‐line capillary liquid chromatography‐Fourier transform ion cyclotron resonance mass spectrometry. (FT‐ICR MS) Typically, around 4000 peptides were detected in one such experiment, and a pattern recognition program was constructed for the data analysis to distinguish mass chromatograms from patients and controls. This strategy was evaluated comparing the peptide patterns of CSF spiked in vitro with a biomarker, with control CSF. The patterns were clearly separated and the tryptic peptides of the biomarker were successfully selected as characteristic peaks. Hence, the method was applied to compare mass chromatograms of CSF from 12 ALS‐patients and 10 matched healthy controls. While no biomarker alone could be identified from the characteristic peaks, we were able to assign 4 out of 5 unknown samples correctly (i.e., 80% correctly diagnosed, 20% false‐negative), and it would be 100% if we reject a possible outlier believed to be caused by an occlusion in the spinal CSF compartment. These findings are very promising, although the clinical relevance is not fully established due to the low number of unknown samples analyzed. In addition to the diagnostic potential, these results may be important steps towards understanding the neurodegenerative process.</description><subject>Adult</subject><subject>Aged</subject><subject>Algorithms</subject><subject>Amyotrophic lateral sclerosis</subject><subject>Amyotrophic Lateral Sclerosis - cerebrospinal fluid</subject><subject>Analytical, structural and metabolic biochemistry</subject><subject>Biological and medical sciences</subject><subject>Biomarkers - chemistry</subject><subject>Case-Control Studies</subject><subject>Cerebrospinal fluid</subject><subject>Chromatography, Liquid - methods</subject><subject>Dose-Response Relationship, Drug</subject><subject>Female</subject><subject>Fourier transform ion cyclotron resonance mass spectrometry</subject><subject>Fundamental and applied biological sciences. 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Psychology</topic><topic>Gas Chromatography-Mass Spectrometry</topic><topic>Gene Expression Profiling</topic><topic>Humans</topic><topic>Liquid chromatography</topic><topic>Male</topic><topic>Mass Spectrometry - methods</topic><topic>Middle Aged</topic><topic>Miscellaneous</topic><topic>Myoglobin - chemistry</topic><topic>Neurodegenerative Diseases - cerebrospinal fluid</topic><topic>Peptide Mapping</topic><topic>Proteins</topic><topic>Proteomics - methods</topic><topic>Spectroscopy, Fourier Transform Infrared - methods</topic><topic>Trypsin - pharmacology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ramström, Margareta</creatorcontrib><creatorcontrib>Ivonin, Igor</creatorcontrib><creatorcontrib>Johansson, Anders</creatorcontrib><creatorcontrib>Askmark, Håkan</creatorcontrib><creatorcontrib>Markides, Karin E.</creatorcontrib><creatorcontrib>Zubarev, Roman</creatorcontrib><creatorcontrib>Håkansson, Per</creatorcontrib><creatorcontrib>Aquilonius, Sten-Magnus</creatorcontrib><creatorcontrib>Bergquist, Jonas</creatorcontrib><collection>Istex</collection><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Proteomics (Weinheim)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ramström, Margareta</au><au>Ivonin, Igor</au><au>Johansson, Anders</au><au>Askmark, Håkan</au><au>Markides, Karin E.</au><au>Zubarev, Roman</au><au>Håkansson, Per</au><au>Aquilonius, Sten-Magnus</au><au>Bergquist, Jonas</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Cerebrospinal fluid protein patterns in neurodegenerative disease revealed by liquid chromatography-Fourier transform ion cyclotron resonance mass spectrometry</atitle><jtitle>Proteomics (Weinheim)</jtitle><addtitle>Proteomics</addtitle><date>2004-12-01</date><risdate>2004</risdate><volume>4</volume><issue>12</issue><spage>4010</spage><epage>4018</epage><pages>4010-4018</pages><issn>1615-9853</issn><eissn>1615-9861</eissn><abstract>This study demonstrates the power of a novel proteomic approach developed for the detection and identification of biological markers in body fluids. The goal was to observe alterations in the protein patterns of cerebrospinal fluid (CSF) related to amyotrophic lateral sclerosis (ALS), a neurodegenerative disorder with unknown etiology. In the experiments, tryptic digests of CSF from patients and healthy controls were analyzed by on‐line capillary liquid chromatography‐Fourier transform ion cyclotron resonance mass spectrometry. (FT‐ICR MS) Typically, around 4000 peptides were detected in one such experiment, and a pattern recognition program was constructed for the data analysis to distinguish mass chromatograms from patients and controls. This strategy was evaluated comparing the peptide patterns of CSF spiked in vitro with a biomarker, with control CSF. The patterns were clearly separated and the tryptic peptides of the biomarker were successfully selected as characteristic peaks. Hence, the method was applied to compare mass chromatograms of CSF from 12 ALS‐patients and 10 matched healthy controls. While no biomarker alone could be identified from the characteristic peaks, we were able to assign 4 out of 5 unknown samples correctly (i.e., 80% correctly diagnosed, 20% false‐negative), and it would be 100% if we reject a possible outlier believed to be caused by an occlusion in the spinal CSF compartment. These findings are very promising, although the clinical relevance is not fully established due to the low number of unknown samples analyzed. In addition to the diagnostic potential, these results may be important steps towards understanding the neurodegenerative process.</abstract><cop>Weinheim</cop><pub>WILEY-VCH Verlag</pub><pmid>15540204</pmid><doi>10.1002/pmic.200400871</doi><tpages>9</tpages></addata></record> |
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subjects | Adult Aged Algorithms Amyotrophic lateral sclerosis Amyotrophic Lateral Sclerosis - cerebrospinal fluid Analytical, structural and metabolic biochemistry Biological and medical sciences Biomarkers - chemistry Case-Control Studies Cerebrospinal fluid Chromatography, Liquid - methods Dose-Response Relationship, Drug Female Fourier transform ion cyclotron resonance mass spectrometry Fundamental and applied biological sciences. Psychology Gas Chromatography-Mass Spectrometry Gene Expression Profiling Humans Liquid chromatography Male Mass Spectrometry - methods Middle Aged Miscellaneous Myoglobin - chemistry Neurodegenerative Diseases - cerebrospinal fluid Peptide Mapping Proteins Proteomics - methods Spectroscopy, Fourier Transform Infrared - methods Trypsin - pharmacology |
title | Cerebrospinal fluid protein patterns in neurodegenerative disease revealed by liquid chromatography-Fourier transform ion cyclotron resonance mass spectrometry |
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