Peptide Fingerprinting of Alzheimer's Disease in Cerebrospinal Fluid: Identification and Prospective Evaluation of New Synaptic Biomarkers

Today, dementias are diagnosed late in the course of disease. Future treatments have to start earlier in the disease process to avoid disability requiring new diagnostic tools. The objective of this study is to develop a new method for the differential diagnosis and identification of new biomarkers...

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Published inPloS one Vol. 6; no. 10; p. e26540
Main Authors Jahn, Holger, Wittke, Stefan, Zürbig, Petra, Raedler, Thomas J., Arlt, Sönke, Kellmann, Markus, Mullen, William, Eichenlaub, Martin, Mischak, Harald, Wiedemann, Klaus
Format Journal Article
LanguageEnglish
Published United States Public Library of Science 26.10.2011
Public Library of Science (PLoS)
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Online AccessGet full text
ISSN1932-6203
1932-6203
DOI10.1371/journal.pone.0026540

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Abstract Today, dementias are diagnosed late in the course of disease. Future treatments have to start earlier in the disease process to avoid disability requiring new diagnostic tools. The objective of this study is to develop a new method for the differential diagnosis and identification of new biomarkers of Alzheimer's disease (AD) using capillary-electrophoresis coupled to mass-spectrometry (CE-MS) and to assess the potential of early diagnosis of AD. Cerebrospinal fluid (CSF) of 159 out-patients of a memory-clinic at a University Hospital suffering from neurodegenerative disorders and 17 cognitively-healthy controls was used to create differential peptide pattern for dementias and prospective blinded-comparison of sensitivity and specificity for AD diagnosis against the Criterion standard in a naturalistic prospective sample of patients. Sensitivity and specificity of the new method compared to standard diagnostic procedures and identification of new putative biomarkers for AD was the main outcome measure. CE-MS was used to reliably detect 1104 low-molecular-weight peptides in CSF. Training-sets of patients with clinically secured sporadic Alzheimer's disease, frontotemporal dementia, and cognitively healthy controls allowed establishing discriminative biomarker pattern for diagnosis of AD. This pattern was already detectable in patients with mild cognitive impairment (MCI). The AD-pattern was tested in a prospective sample of patients (n = 100) and AD was diagnosed with a sensitivity of 87% and a specificity of 83%. Using CSF measurements of beta-amyloid1-42, total-tau, and phospho(181)-tau, AD-diagnosis had a sensitivity of 88% and a specificity of 67% in the same sample. Sequence analysis of the discriminating biomarkers identified fragments of synaptic proteins like proSAAS, apolipoprotein J, neurosecretory protein VGF, phospholemman, and chromogranin A. The method may allow early differential diagnosis of various dementias using specific peptide fingerprints and identification of incipient AD in patients suffering from MCI. Identified biomarkers facilitate face validity for the use in AD diagnosis.
AbstractList Background Today, dementias are diagnosed late in the course of disease. Future treatments have to start earlier in the disease process to avoid disability requiring new diagnostic tools. The objective of this study is to develop a new method for the differential diagnosis and identification of new biomarkers of Alzheimer's disease (AD) using capillary-electrophoresis coupled to mass-spectrometry (CE-MS) and to assess the potential of early diagnosis of AD. Methods and Findings Cerebrospinal fluid (CSF) of 159 out-patients of a memory-clinic at a University Hospital suffering from neurodegenerative disorders and 17 cognitively-healthy controls was used to create differential peptide pattern for dementias and prospective blinded-comparison of sensitivity and specificity for AD diagnosis against the Criterion standard in a naturalistic prospective sample of patients. Sensitivity and specificity of the new method compared to standard diagnostic procedures and identification of new putative biomarkers for AD was the main outcome measure. CE-MS was used to reliably detect 1104 low-molecular-weight peptides in CSF. Training-sets of patients with clinically secured sporadic Alzheimer's disease, frontotemporal dementia, and cognitively healthy controls allowed establishing discriminative biomarker pattern for diagnosis of AD. This pattern was already detectable in patients with mild cognitive impairment (MCI). The AD-pattern was tested in a prospective sample of patients (n = 100) and AD was diagnosed with a sensitivity of 87% and a specificity of 83%. Using CSF measurements of beta-amyloid1-42, total-tau, and phospho181-tau, AD-diagnosis had a sensitivity of 88% and a specificity of 67% in the same sample. Sequence analysis of the discriminating biomarkers identified fragments of synaptic proteins like proSAAS, apolipoprotein J, neurosecretory protein VGF, phospholemman, and chromogranin A. Conclusions The method may allow early differential diagnosis of various dementias using specific peptide fingerprints and identification of incipient AD in patients suffering from MCI. Identified biomarkers facilitate face validity for the use in AD diagnosis.
Today, dementias are diagnosed late in the course of disease. Future treatments have to start earlier in the disease process to avoid disability requiring new diagnostic tools. The objective of this study is to develop a new method for the differential diagnosis and identification of new biomarkers of Alzheimer's disease (AD) using capillary-electrophoresis coupled to mass-spectrometry (CE-MS) and to assess the potential of early diagnosis of AD. Cerebrospinal fluid (CSF) of 159 out-patients of a memory-clinic at a University Hospital suffering from neurodegenerative disorders and 17 cognitively-healthy controls was used to create differential peptide pattern for dementias and prospective blinded-comparison of sensitivity and specificity for AD diagnosis against the Criterion standard in a naturalistic prospective sample of patients. Sensitivity and specificity of the new method compared to standard diagnostic procedures and identification of new putative biomarkers for AD was the main outcome measure. CE-MS was used to reliably detect 1104 low-molecular-weight peptides in CSF. Training-sets of patients with clinically secured sporadic Alzheimer's disease, frontotemporal dementia, and cognitively healthy controls allowed establishing discriminative biomarker pattern for diagnosis of AD. This pattern was already detectable in patients with mild cognitive impairment (MCI). The AD-pattern was tested in a prospective sample of patients (n = 100) and AD was diagnosed with a sensitivity of 87% and a specificity of 83%. Using CSF measurements of beta-amyloid1-42, total-tau, and phospho.sub.181 -tau, AD-diagnosis had a sensitivity of 88% and a specificity of 67% in the same sample. Sequence analysis of the discriminating biomarkers identified fragments of synaptic proteins like proSAAS, apolipoprotein J, neurosecretory protein VGF, phospholemman, and chromogranin A. The method may allow early differential diagnosis of various dementias using specific peptide fingerprints and identification of incipient AD in patients suffering from MCI. Identified biomarkers facilitate face validity for the use in AD diagnosis.
Background Today, dementias are diagnosed late in the course of disease. Future treatments have to start earlier in the disease process to avoid disability requiring new diagnostic tools. The objective of this study is to develop a new method for the differential diagnosis and identification of new biomarkers of Alzheimer's disease (AD) using capillary-electrophoresis coupled to mass-spectrometry (CE-MS) and to assess the potential of early diagnosis of AD. Methods and Findings Cerebrospinal fluid (CSF) of 159 out-patients of a memory-clinic at a University Hospital suffering from neurodegenerative disorders and 17 cognitively-healthy controls was used to create differential peptide pattern for dementias and prospective blinded-comparison of sensitivity and specificity for AD diagnosis against the Criterion standard in a naturalistic prospective sample of patients. Sensitivity and specificity of the new method compared to standard diagnostic procedures and identification of new putative biomarkers for AD was the main outcome measure. CE-MS was used to reliably detect 1104 low-molecular-weight peptides in CSF. Training-sets of patients with clinically secured sporadic Alzheimer's disease, frontotemporal dementia, and cognitively healthy controls allowed establishing discriminative biomarker pattern for diagnosis of AD. This pattern was already detectable in patients with mild cognitive impairment (MCI). The AD-pattern was tested in a prospective sample of patients (n = 100) and AD was diagnosed with a sensitivity of 87% and a specificity of 83%. Using CSF measurements of beta-amyloid1-42, total-tau, and phospho.sub.181 -tau, AD-diagnosis had a sensitivity of 88% and a specificity of 67% in the same sample. Sequence analysis of the discriminating biomarkers identified fragments of synaptic proteins like proSAAS, apolipoprotein J, neurosecretory protein VGF, phospholemman, and chromogranin A. Conclusions The method may allow early differential diagnosis of various dementias using specific peptide fingerprints and identification of incipient AD in patients suffering from MCI. Identified biomarkers facilitate face validity for the use in AD diagnosis.
Today, dementias are diagnosed late in the course of disease. Future treatments have to start earlier in the disease process to avoid disability requiring new diagnostic tools. The objective of this study is to develop a new method for the differential diagnosis and identification of new biomarkers of Alzheimer's disease (AD) using capillary-electrophoresis coupled to mass-spectrometry (CE-MS) and to assess the potential of early diagnosis of AD. Cerebrospinal fluid (CSF) of 159 out-patients of a memory-clinic at a University Hospital suffering from neurodegenerative disorders and 17 cognitively-healthy controls was used to create differential peptide pattern for dementias and prospective blinded-comparison of sensitivity and specificity for AD diagnosis against the Criterion standard in a naturalistic prospective sample of patients. Sensitivity and specificity of the new method compared to standard diagnostic procedures and identification of new putative biomarkers for AD was the main outcome measure. CE-MS was used to reliably detect 1104 low-molecular-weight peptides in CSF. Training-sets of patients with clinically secured sporadic Alzheimer's disease, frontotemporal dementia, and cognitively healthy controls allowed establishing discriminative biomarker pattern for diagnosis of AD. This pattern was already detectable in patients with mild cognitive impairment (MCI). The AD-pattern was tested in a prospective sample of patients (n = 100) and AD was diagnosed with a sensitivity of 87% and a specificity of 83%. Using CSF measurements of beta-amyloid1-42, total-tau, and phospho(181)-tau, AD-diagnosis had a sensitivity of 88% and a specificity of 67% in the same sample. Sequence analysis of the discriminating biomarkers identified fragments of synaptic proteins like proSAAS, apolipoprotein J, neurosecretory protein VGF, phospholemman, and chromogranin A. The method may allow early differential diagnosis of various dementias using specific peptide fingerprints and identification of incipient AD in patients suffering from MCI. Identified biomarkers facilitate face validity for the use in AD diagnosis.
Today, dementias are diagnosed late in the course of disease. Future treatments have to start earlier in the disease process to avoid disability requiring new diagnostic tools. The objective of this study is to develop a new method for the differential diagnosis and identification of new biomarkers of Alzheimer's disease (AD) using capillary-electrophoresis coupled to mass-spectrometry (CE-MS) and to assess the potential of early diagnosis of AD.BACKGROUNDToday, dementias are diagnosed late in the course of disease. Future treatments have to start earlier in the disease process to avoid disability requiring new diagnostic tools. The objective of this study is to develop a new method for the differential diagnosis and identification of new biomarkers of Alzheimer's disease (AD) using capillary-electrophoresis coupled to mass-spectrometry (CE-MS) and to assess the potential of early diagnosis of AD.Cerebrospinal fluid (CSF) of 159 out-patients of a memory-clinic at a University Hospital suffering from neurodegenerative disorders and 17 cognitively-healthy controls was used to create differential peptide pattern for dementias and prospective blinded-comparison of sensitivity and specificity for AD diagnosis against the Criterion standard in a naturalistic prospective sample of patients. Sensitivity and specificity of the new method compared to standard diagnostic procedures and identification of new putative biomarkers for AD was the main outcome measure. CE-MS was used to reliably detect 1104 low-molecular-weight peptides in CSF. Training-sets of patients with clinically secured sporadic Alzheimer's disease, frontotemporal dementia, and cognitively healthy controls allowed establishing discriminative biomarker pattern for diagnosis of AD. This pattern was already detectable in patients with mild cognitive impairment (MCI). The AD-pattern was tested in a prospective sample of patients (n = 100) and AD was diagnosed with a sensitivity of 87% and a specificity of 83%. Using CSF measurements of beta-amyloid1-42, total-tau, and phospho(181)-tau, AD-diagnosis had a sensitivity of 88% and a specificity of 67% in the same sample. Sequence analysis of the discriminating biomarkers identified fragments of synaptic proteins like proSAAS, apolipoprotein J, neurosecretory protein VGF, phospholemman, and chromogranin A.METHODS AND FINDINGSCerebrospinal fluid (CSF) of 159 out-patients of a memory-clinic at a University Hospital suffering from neurodegenerative disorders and 17 cognitively-healthy controls was used to create differential peptide pattern for dementias and prospective blinded-comparison of sensitivity and specificity for AD diagnosis against the Criterion standard in a naturalistic prospective sample of patients. Sensitivity and specificity of the new method compared to standard diagnostic procedures and identification of new putative biomarkers for AD was the main outcome measure. CE-MS was used to reliably detect 1104 low-molecular-weight peptides in CSF. Training-sets of patients with clinically secured sporadic Alzheimer's disease, frontotemporal dementia, and cognitively healthy controls allowed establishing discriminative biomarker pattern for diagnosis of AD. This pattern was already detectable in patients with mild cognitive impairment (MCI). The AD-pattern was tested in a prospective sample of patients (n = 100) and AD was diagnosed with a sensitivity of 87% and a specificity of 83%. Using CSF measurements of beta-amyloid1-42, total-tau, and phospho(181)-tau, AD-diagnosis had a sensitivity of 88% and a specificity of 67% in the same sample. Sequence analysis of the discriminating biomarkers identified fragments of synaptic proteins like proSAAS, apolipoprotein J, neurosecretory protein VGF, phospholemman, and chromogranin A.The method may allow early differential diagnosis of various dementias using specific peptide fingerprints and identification of incipient AD in patients suffering from MCI. Identified biomarkers facilitate face validity for the use in AD diagnosis.CONCLUSIONSThe method may allow early differential diagnosis of various dementias using specific peptide fingerprints and identification of incipient AD in patients suffering from MCI. Identified biomarkers facilitate face validity for the use in AD diagnosis.
Background Today, dementias are diagnosed late in the course of disease. Future treatments have to start earlier in the disease process to avoid disability requiring new diagnostic tools. The objective of this study is to develop a new method for the differential diagnosis and identification of new biomarkers of Alzheimer's disease (AD) using capillary-electrophoresis coupled to mass-spectrometry (CE-MS) and to assess the potential of early diagnosis of AD. Methods and Findings Cerebrospinal fluid (CSF) of 159 out-patients of a memory-clinic at a University Hospital suffering from neurodegenerative disorders and 17 cognitively-healthy controls was used to create differential peptide pattern for dementias and prospective blinded-comparison of sensitivity and specificity for AD diagnosis against the Criterion standard in a naturalistic prospective sample of patients. Sensitivity and specificity of the new method compared to standard diagnostic procedures and identification of new putative biomarkers for AD was the main outcome measure. CE-MS was used to reliably detect 1104 low-molecular-weight peptides in CSF. Training-sets of patients with clinically secured sporadic Alzheimer's disease, frontotemporal dementia, and cognitively healthy controls allowed establishing discriminative biomarker pattern for diagnosis of AD. This pattern was already detectable in patients with mild cognitive impairment (MCI). The AD-pattern was tested in a prospective sample of patients (n = 100) and AD was diagnosed with a sensitivity of 87% and a specificity of 83%. Using CSF measurements of beta-amyloid1-42, total-tau, and phospho181-tau, AD-diagnosis had a sensitivity of 88% and a specificity of 67% in the same sample. Sequence analysis of the discriminating biomarkers identified fragments of synaptic proteins like proSAAS, apolipoprotein J, neurosecretory protein VGF, phospholemman, and chromogranin A. Conclusions The method may allow early differential diagnosis of various dementias using specific peptide fingerprints and identification of incipient AD in patients suffering from MCI. Identified biomarkers facilitate face validity for the use in AD diagnosis.
BackgroundToday, dementias are diagnosed late in the course of disease. Future treatments have to start earlier in the disease process to avoid disability requiring new diagnostic tools. The objective of this study is to develop a new method for the differential diagnosis and identification of new biomarkers of Alzheimer's disease (AD) using capillary-electrophoresis coupled to mass-spectrometry (CE-MS) and to assess the potential of early diagnosis of AD.Methods and findingsCerebrospinal fluid (CSF) of 159 out-patients of a memory-clinic at a University Hospital suffering from neurodegenerative disorders and 17 cognitively-healthy controls was used to create differential peptide pattern for dementias and prospective blinded-comparison of sensitivity and specificity for AD diagnosis against the Criterion standard in a naturalistic prospective sample of patients. Sensitivity and specificity of the new method compared to standard diagnostic procedures and identification of new putative biomarkers for AD was the main outcome measure. CE-MS was used to reliably detect 1104 low-molecular-weight peptides in CSF. Training-sets of patients with clinically secured sporadic Alzheimer's disease, frontotemporal dementia, and cognitively healthy controls allowed establishing discriminative biomarker pattern for diagnosis of AD. This pattern was already detectable in patients with mild cognitive impairment (MCI). The AD-pattern was tested in a prospective sample of patients (n = 100) and AD was diagnosed with a sensitivity of 87% and a specificity of 83%. Using CSF measurements of beta-amyloid1-42, total-tau, and phospho(181)-tau, AD-diagnosis had a sensitivity of 88% and a specificity of 67% in the same sample. Sequence analysis of the discriminating biomarkers identified fragments of synaptic proteins like proSAAS, apolipoprotein J, neurosecretory protein VGF, phospholemman, and chromogranin A.ConclusionsThe method may allow early differential diagnosis of various dementias using specific peptide fingerprints and identification of incipient AD in patients suffering from MCI. Identified biomarkers facilitate face validity for the use in AD diagnosis.
Audience Academic
Author Wittke, Stefan
Wiedemann, Klaus
Raedler, Thomas J.
Eichenlaub, Martin
Arlt, Sönke
Jahn, Holger
Zürbig, Petra
Mullen, William
Mischak, Harald
Kellmann, Markus
AuthorAffiliation 1 Department of Psychiatry, University Hospital Hamburg-Eppendorf, Hamburg, Germany
5 Thermo Fisher Scientific GmbH, Bremen, Germany
4 Department of Psychiatry, Foothills Hospital, University of Calgary, Calgary, Canada
3 University of Applied Sciences, Bremerhaven, Germany
Thomas Jefferson University, United States of America
6 BHF Glasgow Cardiovascular Research Centre, University of Glasgow, Glasgow, United Kingdom
2 Mosaiques Diagnostics GmbH, Hannover, Germany
AuthorAffiliation_xml – name: 5 Thermo Fisher Scientific GmbH, Bremen, Germany
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– name: Thomas Jefferson University, United States of America
– name: 3 University of Applied Sciences, Bremerhaven, Germany
– name: 1 Department of Psychiatry, University Hospital Hamburg-Eppendorf, Hamburg, Germany
– name: 6 BHF Glasgow Cardiovascular Research Centre, University of Glasgow, Glasgow, United Kingdom
– name: 2 Mosaiques Diagnostics GmbH, Hannover, Germany
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BackLink https://www.ncbi.nlm.nih.gov/pubmed/22046305$$D View this record in MEDLINE/PubMed
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ContentType Journal Article
Copyright COPYRIGHT 2011 Public Library of Science
2011 Jahn et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Jahn et al. 2011
Copyright_xml – notice: COPYRIGHT 2011 Public Library of Science
– notice: 2011 Jahn et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
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Conceived and designed the experiments: HJ HM KW. Performed the experiments: HJ SW. Analyzed the data: HJ SW PZ. Contributed reagents/materials/analysis tools: HM MK HJ ME SA. Wrote the paper: HJ SW PZ. Enrolled patients: HJ TJR SA ME. Performed the sequence analysis: MK WM PZ. Performed statistical analysis: PZ HJ.
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References_xml – reference: 17934472 - Nat Med. 2007 Nov;13(11):1359-62
– reference: 16550189 - Nat Med. 2006 Apr;12(4):398-400
– reference: 15114355 - Nat Neurosci. 2004 May;7(5):440-5
– reference: 8232972 - Neurology. 1993 Nov;43(11):2412-4
– reference: 16306154 - J Neurol Neurosurg Psychiatry. 2006 Apr;77(4):429-38
– reference: 16401889 - Dement Geriatr Cogn Disord. 2006;21(3):175-81
– reference: 15324362 - J Intern Med. 2004 Sep;256(3):183-94
– reference: 16831417 - Eur J Pharmacol. 2006 Sep 1;545(1):73-80
– reference: 15882273 - Kidney Int. 2005 Jun;67(6):2313-20
– reference: 19734902 - Nat Genet. 2009 Oct;41(10):1088-93
– reference: 16626168 - BioDrugs. 2006;20(2):105-19
– reference: 12914799 - Biochem Biophys Res Commun. 2003 Aug 29;308(3):646-54
– reference: 10331678 - Neurology. 1999 May 12;52(8):1555-62
– reference: 16645980 - Electrophoresis. 2006 Jun;27(11):2111-25
– reference: 16490286 - Neurochem Int. 2006 Jun;48(8):718-28
– reference: 17329573 - J Am Soc Nephrol. 2007 Apr;18(4):1057-71
– reference: 16285662 - Anal Chem. 2005 Nov 15;77(22):7163-71
– reference: 9558150 - Neurobiol Aging. 1998 Mar-Apr;19(2):139-43
– reference: 15175721 - Nature. 2004 Jun 3;429(6991):496-7
– reference: 18448586 - J Am Soc Nephrol. 2008 Jul;19(7):1283-90
– reference: 16835693 - J Neural Transm (Vienna). 2006 Aug;113(8):1075-80
– reference: 20616184 - Mol Cell Proteomics. 2010 Nov;9(11):2424-37
– reference: 11026514 - Ann Clin Biochem. 2000 Sep;37 ( Pt 5):593-607
– reference: 15233376 - Cell Mol Neurobiol. 2004 Aug;24(4):517-33
– reference: 1202204 - J Psychiatr Res. 1975 Nov;12(3):189-98
– reference: 12709467 - JAMA. 2003 Apr 23-30;289(16):2094-103
– reference: 15342341 - Am J Physiol Cell Physiol. 2005 Jan;288(1):C169-75
– reference: 16374817 - Ann Neurol. 2006 Jan;59(1):156-65
– reference: 8163988 - J Neurol Neurosurg Psychiatry. 1994 Apr;57(4):416-8
– reference: 12210611 - Mass Spectrom Rev. 2002 Jan-Feb;21(1):2-15
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– reference: 15149356 - Kidney Int. 2004 Jun;65(6):2426-34
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– reference: 18288611 - Neurochem Res. 2008 Jul;33(7):1332-40
– reference: 7715060 - JAMA. 1995 May 3;273(17):1354-9
– reference: 20049724 - EMBO Mol Med. 2009 Jul;1(4):223-35
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– reference: 10578233 - Mol Psychiatry. 1999 Nov;4(6):524-8
– reference: 19012428 - J Proteome Res. 2009 Jan;8(1):268-81
– reference: 19564150 - Mol Cell Proteomics. 2009 Oct;8(10):2296-307
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– reference: 12923774 - Proteomics. 2003 Aug;3(8):1486-94
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– reference: 8872412 - Dementia. 1996 Sep-Oct;7(5):233-8
– reference: 3054625 - Neurology. 1988 Nov;38(11):1688-93
– reference: 19602546 - Clin Cancer Res. 2009 Aug 1;15(15):4935-43
– reference: 16403837 - Am J Physiol Renal Physiol. 2006 Feb;290(2):F241-50
– reference: 17210801 - Arch Neurol. 2007 Mar;64(3):343-9
– reference: 16510332 - Lancet Oncol. 2006 Mar;7(3):230-40
– reference: 10632593 - J Neurosci. 2000 Jan 15;20(2):639-48
– reference: 21136664 - Proteomics Clin Appl. 2007 Feb;1(2):148-56
– reference: 15689237 - BMC Neurosci. 2005;6:7
– reference: 15672452 - Proteomics. 2005 Jan;5(1):290-6
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SSID ssj0053866
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Snippet Today, dementias are diagnosed late in the course of disease. Future treatments have to start earlier in the disease process to avoid disability requiring new...
Background Today, dementias are diagnosed late in the course of disease. Future treatments have to start earlier in the disease process to avoid disability...
BackgroundToday, dementias are diagnosed late in the course of disease. Future treatments have to start earlier in the disease process to avoid disability...
Background Today, dementias are diagnosed late in the course of disease. Future treatments have to start earlier in the disease process to avoid disability...
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SubjectTerms Adult
Advertising executives
Aged
Alzheimer Disease - cerebrospinal fluid
Alzheimer Disease - diagnosis
Alzheimer's disease
Alzheimers disease
Apolipoproteins
Artificial Intelligence
Biological markers
Biology
Biomarkers
Biomarkers - cerebrospinal fluid
Brain research
Capillary electrophoresis
Case-Control Studies
Cerebrospinal fluid
Chemistry
Cognitive ability
Dementia
Dementia disorders
Diagnosis, Differential
Diagnostic software
Diagnostic systems
Differential diagnosis
Disease control
Electrophoresis, Capillary
Female
Fingerprinting
Fluid
Fluids
Frontotemporal dementia
Hospitals
Humans
Identification
Laboratories
Male
Mass Spectrometry
Medical diagnosis
Medical research
Medical treatment
Medicine
Memory
Middle Aged
Nerve Tissue Proteins - analysis
Neurodegenerative diseases
NMR
Nuclear magnetic resonance
Patients
Peptide Mapping
Peptides
Phospholemman
Proteins
Proteomics - methods
Psychiatry
R&D
Research & development
Sensitivity
Sensitivity and Specificity
Spectrometry
Studies
Synapses - chemistry
Tau protein
Urine
Young Adult
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Title Peptide Fingerprinting of Alzheimer's Disease in Cerebrospinal Fluid: Identification and Prospective Evaluation of New Synaptic Biomarkers
URI https://www.ncbi.nlm.nih.gov/pubmed/22046305
https://www.proquest.com/docview/1309934791
https://www.proquest.com/docview/902086362
https://pubmed.ncbi.nlm.nih.gov/PMC3202544
https://doaj.org/article/375556f7b1884917910fff79f762f387
http://dx.doi.org/10.1371/journal.pone.0026540
Volume 6
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