Skip to main content
Top
Published in: Molecular Neurodegeneration 1/2014

Open Access 01-12-2014 | Methodology

Identification of longitudinally dynamic biomarkers in Alzheimer’s disease cerebrospinal fluid by targeted proteomics

Authors: Kristin R Wildsmith, Stephen P Schauer, Ashley M Smith, David Arnott, Yuda Zhu, Joshua Haznedar, Surinder Kaur, W Rodney Mathews, Lee A Honigberg

Published in: Molecular Neurodegeneration | Issue 1/2014

Login to get access

Abstract

Background

Alzheimer’s disease (AD) is the leading cause of dementia affecting greater than 26 million people worldwide. Although cerebrospinal fluid (CSF) levels of Aβ42, tau, and p-tau181 are well established as diagnostic biomarkers of AD, there is a need for additional CSF biomarkers of neuronal function that continue to change during disease progression and could be used as pharmacodynamic measures in clinical trials. Multiple proteomic discovery experiments have reported a range of CSF biomarkers that differ between AD and control subjects. These potential biomarkers represent multiple aspects of the disease pathology. The performance of these markers has not been compared with each other, and their performance has not been evaluated longitudinally.

Results

We developed a targeted-proteomic, multiple reaction monitoring (MRM) assay for the absolute quantitation of 39 peptides corresponding to 30 proteins. We evaluated the candidate biomarkers in longitudinal CSF samples collected from aged, cognitively-normal control (n = 10), MCI (n = 5), and AD (n = 45) individuals (age > 60 years). We evaluated each biomarker for diagnostic sensitivity, longitudinal consistency, and compared with CSF Aβ42, tau, and p-tau181. Four of 28 quantifiable CSF proteins were significantly different between aged, cognitively-normal controls and AD subjects including chitinase-3-like protein 1, reproducing published results. Four CSF markers demonstrated significant longitudinal change in AD: Amyloid precursor protein, Neuronal pentraxin receptor, NrCAM and Chromogranin A. Robust correlations were observed within some subgroups of proteins including the potential disease progression markers.

Conclusion

Using a targeted proteomics approach, we confirmed previous findings for a subset of markers, defined longitudinal performance of our panel of markers, and established a flexible proteomics method for robust multiplexed analyses.
Appendix
Available only for authorised users
Literature
1.
go back to reference Thies W, Bleiler L: Alzheimer’s disease facts and figures. Alzheimers Dement. 2013, 9 (2): 208-245.CrossRef Thies W, Bleiler L: Alzheimer’s disease facts and figures. Alzheimers Dement. 2013, 9 (2): 208-245.CrossRef
2.
go back to reference Sunderland T, Linker G, Mirza N, Putnam KT, Friedman DL, Kimmel LH, Bergeson J, Manetti GJ, Zimmermann M, Tang B, Bartko JJ, Cohen RM: Decreased beta-amyloid1-42 and increased tau levels in cerebrospinal fluid of patients with Alzheimer disease. JAMA. 2003, 289 (16): 2094-2103.CrossRefPubMed Sunderland T, Linker G, Mirza N, Putnam KT, Friedman DL, Kimmel LH, Bergeson J, Manetti GJ, Zimmermann M, Tang B, Bartko JJ, Cohen RM: Decreased beta-amyloid1-42 and increased tau levels in cerebrospinal fluid of patients with Alzheimer disease. JAMA. 2003, 289 (16): 2094-2103.CrossRefPubMed
3.
go back to reference Clark CM, Xie S, Chittams J, Ewbank D, Peskind E, Galasko D, Morris JC, McKeel DW, Farlow M, Weitlauf SL, Quinn J, Kaye J, Knopman D, Arai H, Doody RS, DeCarli C, Leight S, Lee VM, Trojanowski JQ: Cerebrospinal fluid tau and beta-amyloid: how well do these biomarkers reflect autopsy-confirmed dementia diagnoses?. Arch Neurol. 2003, 60 (12): 1696-1702. 10.1001/archneur.60.12.1696.CrossRefPubMed Clark CM, Xie S, Chittams J, Ewbank D, Peskind E, Galasko D, Morris JC, McKeel DW, Farlow M, Weitlauf SL, Quinn J, Kaye J, Knopman D, Arai H, Doody RS, DeCarli C, Leight S, Lee VM, Trojanowski JQ: Cerebrospinal fluid tau and beta-amyloid: how well do these biomarkers reflect autopsy-confirmed dementia diagnoses?. Arch Neurol. 2003, 60 (12): 1696-1702. 10.1001/archneur.60.12.1696.CrossRefPubMed
4.
go back to reference Bateman RJ, Xiong C, Benzinger TL, Fagan AM, Goate A, Fox NC, Marcus DS, Cairns NJ, Xie X, Blazey TM, Holtzman DM, Santacruz A, Buckles V, Oliver A, Moulder K, Aisen PS, Ghetti B, Klunk WE, McDade E, Martins RN, Masters CL, Mayeux R, Ringman JM, Rossor MN, Schofield PR, Sperling RA, Salloway S, Morris JC: Clinical and biomarker changes in dominantly inherited Alzheimer’s disease. N Engl J Med. 2012, 367 (9): 795-804. 10.1056/NEJMoa1202753.PubMedCentralCrossRefPubMed Bateman RJ, Xiong C, Benzinger TL, Fagan AM, Goate A, Fox NC, Marcus DS, Cairns NJ, Xie X, Blazey TM, Holtzman DM, Santacruz A, Buckles V, Oliver A, Moulder K, Aisen PS, Ghetti B, Klunk WE, McDade E, Martins RN, Masters CL, Mayeux R, Ringman JM, Rossor MN, Schofield PR, Sperling RA, Salloway S, Morris JC: Clinical and biomarker changes in dominantly inherited Alzheimer’s disease. N Engl J Med. 2012, 367 (9): 795-804. 10.1056/NEJMoa1202753.PubMedCentralCrossRefPubMed
5.
go back to reference Buchhave P, Minthon L, Zetterberg H, Wallin AK, Blennow K, Hansson O: Cerebrospinal fluid levels of beta-amyloid 1–42, but not of tau, are fully changed already 5 to 10 years before the onset of Alzheimer dementia. Arch Gen Psychiatry. 2012, 69 (1): 98-106. 10.1001/archgenpsychiatry.2011.155.CrossRefPubMed Buchhave P, Minthon L, Zetterberg H, Wallin AK, Blennow K, Hansson O: Cerebrospinal fluid levels of beta-amyloid 1–42, but not of tau, are fully changed already 5 to 10 years before the onset of Alzheimer dementia. Arch Gen Psychiatry. 2012, 69 (1): 98-106. 10.1001/archgenpsychiatry.2011.155.CrossRefPubMed
6.
go back to reference Andreasson U, Vanmechelen E, Shaw LM, Zetterberg H, Vanderstichele H: Analytical aspects of molecular Alzheimer’s disease biomarkers. Biomark Med. 2012, 6 (4): 377-389. 10.2217/bmm.12.44.CrossRefPubMed Andreasson U, Vanmechelen E, Shaw LM, Zetterberg H, Vanderstichele H: Analytical aspects of molecular Alzheimer’s disease biomarkers. Biomark Med. 2012, 6 (4): 377-389. 10.2217/bmm.12.44.CrossRefPubMed
7.
go back to reference Mattsson N, Andreasson U, Persson S, Carrillo MC, Collins S, Chalbot S, Cutler N, Dufour-Rainfray D, Fagan AM, Heegaard NH, Robin Hsiung GY, Hyman B, Iqbal K, Lachno DR, Lleó A, Lewczuk P, Molinuevo JL, Parchi P, Regeniter A, Rissman R, Rosenmann H, Sancesario G, Schröder J, Shaw LM, Teunissen CE, Trojanowski JQ, Vanderstichele H, Vandijck M, Verbeek MM, Zetterberg H, et al: CSF biomarker variability in the Alzheimer’s Association quality control program. Alzheimers Dement. 2013, 9 (3): 251-261. 10.1016/j.jalz.2013.01.010.PubMedCentralCrossRefPubMed Mattsson N, Andreasson U, Persson S, Carrillo MC, Collins S, Chalbot S, Cutler N, Dufour-Rainfray D, Fagan AM, Heegaard NH, Robin Hsiung GY, Hyman B, Iqbal K, Lachno DR, Lleó A, Lewczuk P, Molinuevo JL, Parchi P, Regeniter A, Rissman R, Rosenmann H, Sancesario G, Schröder J, Shaw LM, Teunissen CE, Trojanowski JQ, Vanderstichele H, Vandijck M, Verbeek MM, Zetterberg H, et al: CSF biomarker variability in the Alzheimer’s Association quality control program. Alzheimers Dement. 2013, 9 (3): 251-261. 10.1016/j.jalz.2013.01.010.PubMedCentralCrossRefPubMed
8.
go back to reference Kang JH, Korecka M, Toledo JB, Trojanowski JQ, Shaw LM: Clinical utility and analytical challenges in measurement of cerebrospinal fluid amyloid-beta1-42 and tau proteins as Alzheimer disease biomarkers. Clin Chem. 2013, 59 (6): 903-916. 10.1373/clinchem.2013.202937.PubMedCentralCrossRefPubMed Kang JH, Korecka M, Toledo JB, Trojanowski JQ, Shaw LM: Clinical utility and analytical challenges in measurement of cerebrospinal fluid amyloid-beta1-42 and tau proteins as Alzheimer disease biomarkers. Clin Chem. 2013, 59 (6): 903-916. 10.1373/clinchem.2013.202937.PubMedCentralCrossRefPubMed
9.
go back to reference Blennow K, Zetterberg H, Rinne JO, Salloway S, Wei J, Black R, Grundman M, Liu E, AAB-001 201/202 Investigators: Effect of immunotherapy with bapineuzumab on cerebrospinal fluid biomarker levels in patients with mild to moderate Alzheimer disease. Arch Neurol. 2012, 69 (8): 1002-1010. 10.1001/archneurol.2012.90.CrossRefPubMed Blennow K, Zetterberg H, Rinne JO, Salloway S, Wei J, Black R, Grundman M, Liu E, AAB-001 201/202 Investigators: Effect of immunotherapy with bapineuzumab on cerebrospinal fluid biomarker levels in patients with mild to moderate Alzheimer disease. Arch Neurol. 2012, 69 (8): 1002-1010. 10.1001/archneurol.2012.90.CrossRefPubMed
10.
go back to reference Kroksveen AC, Opsahl JA, Aye TT, Ulvik RJ, Berven FS: Proteomics of human cerebrospinal fluid: discovery and verification of biomarker candidates in neurodegenerative diseases using quantitative proteomics. J Proteomics. 2011, 74 (4): 371-388. 10.1016/j.jprot.2010.11.010.CrossRefPubMed Kroksveen AC, Opsahl JA, Aye TT, Ulvik RJ, Berven FS: Proteomics of human cerebrospinal fluid: discovery and verification of biomarker candidates in neurodegenerative diseases using quantitative proteomics. J Proteomics. 2011, 74 (4): 371-388. 10.1016/j.jprot.2010.11.010.CrossRefPubMed
11.
12.
go back to reference Method of the Year 2012. Nat Methods. 2013, 10 (1): 1- Method of the Year 2012. Nat Methods. 2013, 10 (1): 1-
14.
15.
go back to reference Abdi F, Quinn JF, Jankovic J, McIntosh M, Leverenz JB, Peskind E, Nixon R, Nutt J, Chung K, Zabetian C, Samii A, Lin M, Hattan S, Pan C, Wang Y, Jin J, Zhu D, Li GJ, Liu Y, Waichunas D, Montine TJ, Zhang J: Detection of biomarkers with a multiplex quantitative proteomic platform in cerebrospinal fluid of patients with neurodegenerative disorders. J Alzheimers Dis. 2006, 9 (3): 293-348.PubMed Abdi F, Quinn JF, Jankovic J, McIntosh M, Leverenz JB, Peskind E, Nixon R, Nutt J, Chung K, Zabetian C, Samii A, Lin M, Hattan S, Pan C, Wang Y, Jin J, Zhu D, Li GJ, Liu Y, Waichunas D, Montine TJ, Zhang J: Detection of biomarkers with a multiplex quantitative proteomic platform in cerebrospinal fluid of patients with neurodegenerative disorders. J Alzheimers Dis. 2006, 9 (3): 293-348.PubMed
16.
go back to reference Yin GN, Lee HW, Cho JY, Suk K: Neuronal pentraxin receptor in cerebrospinal fluid as a potential biomarker for neurodegenerative diseases. Brain Res. 2009, 1265: 158-170.CrossRefPubMed Yin GN, Lee HW, Cho JY, Suk K: Neuronal pentraxin receptor in cerebrospinal fluid as a potential biomarker for neurodegenerative diseases. Brain Res. 2009, 1265: 158-170.CrossRefPubMed
17.
go back to reference Puchades M, Hansson SF, Nilsson CL, Andreasen N, Blennow K, Davidsson P: Proteomic studies of potential cerebrospinal fluid protein markers for Alzheimer’s disease. Brain Res Mol Brain Res. 2003, 118 (1–2): 140-146.CrossRefPubMed Puchades M, Hansson SF, Nilsson CL, Andreasen N, Blennow K, Davidsson P: Proteomic studies of potential cerebrospinal fluid protein markers for Alzheimer’s disease. Brain Res Mol Brain Res. 2003, 118 (1–2): 140-146.CrossRefPubMed
18.
go back to reference Finehout EJ, Franck Z, Choe LH, Relkin N, Lee KH: Cerebrospinal fluid proteomic biomarkers for Alzheimer’s disease. Ann Neurol. 2007, 61 (2): 120-129. 10.1002/ana.21038.CrossRefPubMed Finehout EJ, Franck Z, Choe LH, Relkin N, Lee KH: Cerebrospinal fluid proteomic biomarkers for Alzheimer’s disease. Ann Neurol. 2007, 61 (2): 120-129. 10.1002/ana.21038.CrossRefPubMed
19.
go back to reference Simonsen AH, McGuire J, Podust VN, Davies H, Minthon L, Skoog I, Andreasen N, Wallin A, Waldemar G, Blennow K: Identification of a novel panel of cerebrospinal fluid biomarkers for Alzheimer’s disease. Neurobiol Aging. 2008, 29 (7): 961-968. 10.1016/j.neurobiolaging.2007.01.011.CrossRefPubMed Simonsen AH, McGuire J, Podust VN, Davies H, Minthon L, Skoog I, Andreasen N, Wallin A, Waldemar G, Blennow K: Identification of a novel panel of cerebrospinal fluid biomarkers for Alzheimer’s disease. Neurobiol Aging. 2008, 29 (7): 961-968. 10.1016/j.neurobiolaging.2007.01.011.CrossRefPubMed
20.
go back to reference Hu Y, Malone JP, Fagan AM, Townsend RR, Holtzman DM: Comparative proteomic analysis of intra- and interindividual variation in human cerebrospinal fluid. Mol Cell Proteomics. 2005, 4 (12): 2000-2009. 10.1074/mcp.M500207-MCP200.CrossRefPubMed Hu Y, Malone JP, Fagan AM, Townsend RR, Holtzman DM: Comparative proteomic analysis of intra- and interindividual variation in human cerebrospinal fluid. Mol Cell Proteomics. 2005, 4 (12): 2000-2009. 10.1074/mcp.M500207-MCP200.CrossRefPubMed
21.
go back to reference Pan S, Rush J, Peskind ER, Galasko D, Chung K, Quinn J, Jankovic J, Leverenz JB, Zabetian C, Pan C, Wang Y, Oh JH, Gao J, Zhang J, Montine T, Zhang J: Application of targeted quantitative proteomics analysis in human cerebrospinal fluid using a liquid chromatography matrix-assisted laser desorption/ionization time-of-flight tandem mass spectrometer (LC MALDI TOF/TOF) platform. J Proteome Res. 2008, 7 (2): 720-730. 10.1021/pr700630x.CrossRefPubMed Pan S, Rush J, Peskind ER, Galasko D, Chung K, Quinn J, Jankovic J, Leverenz JB, Zabetian C, Pan C, Wang Y, Oh JH, Gao J, Zhang J, Montine T, Zhang J: Application of targeted quantitative proteomics analysis in human cerebrospinal fluid using a liquid chromatography matrix-assisted laser desorption/ionization time-of-flight tandem mass spectrometer (LC MALDI TOF/TOF) platform. J Proteome Res. 2008, 7 (2): 720-730. 10.1021/pr700630x.CrossRefPubMed
22.
go back to reference Perrin RJ, Craig-Schapiro R, Malone JP, Shah AR, Gilmore P, Davis AE, Roe CM, Peskind ER, Li G, Galasko DR, Clark CM, Quinn JF, Kaye JA, Morris JC, Holtzman DM, Townsend RR, Fagan AM: Identification and validation of novel cerebrospinal fluid biomarkers for staging early Alzheimer’s disease. PLoS One. 2011, 6 (1): e16032-10.1371/journal.pone.0016032.PubMedCentralCrossRefPubMed Perrin RJ, Craig-Schapiro R, Malone JP, Shah AR, Gilmore P, Davis AE, Roe CM, Peskind ER, Li G, Galasko DR, Clark CM, Quinn JF, Kaye JA, Morris JC, Holtzman DM, Townsend RR, Fagan AM: Identification and validation of novel cerebrospinal fluid biomarkers for staging early Alzheimer’s disease. PLoS One. 2011, 6 (1): e16032-10.1371/journal.pone.0016032.PubMedCentralCrossRefPubMed
23.
go back to reference Craig-Schapiro R, Perrin RJ, Roe CM, Xiong C, Carter D, Cairns NJ, Mintun MA, Peskind ER, Li G, Galasko DR, Clark CM, Quinn JF, D’Angelo G, Malone JP, Townsend RR, Morris JC, Fagan AM, Holtzman DM: YKL-40: a novel prognostic fluid biomarker for preclinical Alzheimer’s disease. Biol Psychiatry. 2010, 68 (10): 903-912. 10.1016/j.biopsych.2010.08.025.PubMedCentralCrossRefPubMed Craig-Schapiro R, Perrin RJ, Roe CM, Xiong C, Carter D, Cairns NJ, Mintun MA, Peskind ER, Li G, Galasko DR, Clark CM, Quinn JF, D’Angelo G, Malone JP, Townsend RR, Morris JC, Fagan AM, Holtzman DM: YKL-40: a novel prognostic fluid biomarker for preclinical Alzheimer’s disease. Biol Psychiatry. 2010, 68 (10): 903-912. 10.1016/j.biopsych.2010.08.025.PubMedCentralCrossRefPubMed
24.
go back to reference Corder EH, Saunders AM, Strittmatter WJ, Schmechel DE, Gaskell PC, Small GW, Roses AD, Haines JL, Pericak-Vance MA: Gene dose of apolipoprotein E type 4 allele and the risk of Alzheimer’s disease in late onset families. Science. 1993, 261 (5123): 921-923. 10.1126/science.8346443.CrossRefPubMed Corder EH, Saunders AM, Strittmatter WJ, Schmechel DE, Gaskell PC, Small GW, Roses AD, Haines JL, Pericak-Vance MA: Gene dose of apolipoprotein E type 4 allele and the risk of Alzheimer’s disease in late onset families. Science. 1993, 261 (5123): 921-923. 10.1126/science.8346443.CrossRefPubMed
25.
go back to reference Tarawneh R, Lee JM, Ladenson JH, Morris JC, Holtzman DM: CSF VILIP-1 predicts rates of cognitive decline in early Alzheimer disease. Neurology. 2012, 78 (10): 709-719. 10.1212/WNL.0b013e318248e568.PubMedCentralCrossRefPubMed Tarawneh R, Lee JM, Ladenson JH, Morris JC, Holtzman DM: CSF VILIP-1 predicts rates of cognitive decline in early Alzheimer disease. Neurology. 2012, 78 (10): 709-719. 10.1212/WNL.0b013e318248e568.PubMedCentralCrossRefPubMed
26.
go back to reference Tarawneh R, D’Angelo G, Macy E, Xiong C, Carter D, Cairns NJ, Fagan AM, Head D, Mintun MA, Ladenson JH, Lee JM, Morris JC, Holtzman DM: Visinin-like protein-1: diagnostic and prognostic biomarker in Alzheimer disease. Ann Neurol. 2011, 70 (2): 274-285. 10.1002/ana.22448.PubMedCentralCrossRefPubMed Tarawneh R, D’Angelo G, Macy E, Xiong C, Carter D, Cairns NJ, Fagan AM, Head D, Mintun MA, Ladenson JH, Lee JM, Morris JC, Holtzman DM: Visinin-like protein-1: diagnostic and prognostic biomarker in Alzheimer disease. Ann Neurol. 2011, 70 (2): 274-285. 10.1002/ana.22448.PubMedCentralCrossRefPubMed
27.
go back to reference Gerber SA, Rush J, Stemman O, Kirschner MW, Gygi SP: Absolute quantification of proteins and phosphoproteins from cell lysates by tandem MS. Proc Natl Acad Sci U S A. 2003, 100 (12): 6940-6945. 10.1073/pnas.0832254100.PubMedCentralCrossRefPubMed Gerber SA, Rush J, Stemman O, Kirschner MW, Gygi SP: Absolute quantification of proteins and phosphoproteins from cell lysates by tandem MS. Proc Natl Acad Sci U S A. 2003, 100 (12): 6940-6945. 10.1073/pnas.0832254100.PubMedCentralCrossRefPubMed
28.
go back to reference Gygi SP, Rist B, Gerber SA, Turecek F, Gelb MH, Aebersold R: Quantitative analysis of complex protein mixtures using isotope-coded affinity tags. Nat Biotechnol. 1999, 17 (10): 994-999. 10.1038/13690.CrossRefPubMed Gygi SP, Rist B, Gerber SA, Turecek F, Gelb MH, Aebersold R: Quantitative analysis of complex protein mixtures using isotope-coded affinity tags. Nat Biotechnol. 1999, 17 (10): 994-999. 10.1038/13690.CrossRefPubMed
29.
go back to reference Paweletz CP, Wiener MC, Bondarenko AY, Yates NA, Song Q, Liaw A, Lee AY, Hunt BT, Henle ES, Meng F, Sleph HF, Holahan M, Sankaranarayanan S, Simon AJ, Settlage RE, Sachs JR, Shearman M, Sachs AB, Cook JJ, Hendrickson RC: Application of an end-to-end biomarker discovery platform to identify target engagement markers in cerebrospinal fluid by high resolution differential mass spectrometry. J Proteome Res. 2010, 9 (3): 1392-1401. 10.1021/pr900925d.CrossRefPubMed Paweletz CP, Wiener MC, Bondarenko AY, Yates NA, Song Q, Liaw A, Lee AY, Hunt BT, Henle ES, Meng F, Sleph HF, Holahan M, Sankaranarayanan S, Simon AJ, Settlage RE, Sachs JR, Shearman M, Sachs AB, Cook JJ, Hendrickson RC: Application of an end-to-end biomarker discovery platform to identify target engagement markers in cerebrospinal fluid by high resolution differential mass spectrometry. J Proteome Res. 2010, 9 (3): 1392-1401. 10.1021/pr900925d.CrossRefPubMed
30.
go back to reference Ewers M, Buerger K, Teipel SJ, Scheltens P, Schröder J, Zinkowski RP, Bouwman FH, Schönknecht P, Schoonenboom NS, Andreasen N, Wallin A, DeBernardis JF, Kerkman DJ, Heindl B, Blennow K, Hampel H: Multicenter assessment of CSF-phosphorylated tau for the prediction of conversion of MCI. Neurology. 2007, 69 (24): 2205-2212. 10.1212/01.wnl.0000286944.22262.ff.CrossRefPubMed Ewers M, Buerger K, Teipel SJ, Scheltens P, Schröder J, Zinkowski RP, Bouwman FH, Schönknecht P, Schoonenboom NS, Andreasen N, Wallin A, DeBernardis JF, Kerkman DJ, Heindl B, Blennow K, Hampel H: Multicenter assessment of CSF-phosphorylated tau for the prediction of conversion of MCI. Neurology. 2007, 69 (24): 2205-2212. 10.1212/01.wnl.0000286944.22262.ff.CrossRefPubMed
31.
go back to reference Nielsen HM, Minthon L, Londos E, Blennow K, Miranda E, Perez J, Crowther DC, Lomas DA, Janciauskiene SM: Plasma and CSF serpins in Alzheimer disease and dementia with Lewy bodies. Neurology. 2007, 69 (16): 1569-1579. 10.1212/01.wnl.0000271077.82508.a0.CrossRefPubMed Nielsen HM, Minthon L, Londos E, Blennow K, Miranda E, Perez J, Crowther DC, Lomas DA, Janciauskiene SM: Plasma and CSF serpins in Alzheimer disease and dementia with Lewy bodies. Neurology. 2007, 69 (16): 1569-1579. 10.1212/01.wnl.0000271077.82508.a0.CrossRefPubMed
32.
go back to reference Hansson SF, Andréasson U, Wall M, Skoog I, Andreasen N, Wallin A, Zetterberg H, Blennow K: Reduced levels of amyloid-beta-binding proteins in cerebrospinal fluid from Alzheimer’s disease patients. J Alzheimers Dis. 2009, 16 (2): 389-397.PubMed Hansson SF, Andréasson U, Wall M, Skoog I, Andreasen N, Wallin A, Zetterberg H, Blennow K: Reduced levels of amyloid-beta-binding proteins in cerebrospinal fluid from Alzheimer’s disease patients. J Alzheimers Dis. 2009, 16 (2): 389-397.PubMed
33.
go back to reference Sihlbom C, Davidsson P, Sjögren M, Wahlund LO, Nilsson CL: Structural and quantitative comparison of cerebrospinal fluid glycoproteins in Alzheimer’s disease patients and healthy individuals. Neurochem Res. 2008, 33 (7): 1332-1340. 10.1007/s11064-008-9588-x.CrossRefPubMed Sihlbom C, Davidsson P, Sjögren M, Wahlund LO, Nilsson CL: Structural and quantitative comparison of cerebrospinal fluid glycoproteins in Alzheimer’s disease patients and healthy individuals. Neurochem Res. 2008, 33 (7): 1332-1340. 10.1007/s11064-008-9588-x.CrossRefPubMed
34.
go back to reference Ringman JM, Schulman H, Becker C, Jones T, Bai Y, Immermann F, Cole G, Sokolow S, Gylys K, Geschwind DH, Cummings JL, Wan HI: Proteomic changes in cerebrospinal fluid of presymptomatic and affected persons carrying familial Alzheimer disease mutations. Arch Neurol. 2012, 69 (1): 96-104. 10.1001/archneurol.2011.642.PubMedCentralCrossRefPubMed Ringman JM, Schulman H, Becker C, Jones T, Bai Y, Immermann F, Cole G, Sokolow S, Gylys K, Geschwind DH, Cummings JL, Wan HI: Proteomic changes in cerebrospinal fluid of presymptomatic and affected persons carrying familial Alzheimer disease mutations. Arch Neurol. 2012, 69 (1): 96-104. 10.1001/archneurol.2011.642.PubMedCentralCrossRefPubMed
35.
36.
go back to reference Bayer TA, Paliga K, Weggen S, Wiestler OD, Beyreuther K, Multhaup G: Amyloid precursor-like protein 1 accumulates in neuritic plaques in Alzheimer’s disease. Acta Neuropathol. 1997, 94 (6): 519-524. 10.1007/s004010050745.CrossRefPubMed Bayer TA, Paliga K, Weggen S, Wiestler OD, Beyreuther K, Multhaup G: Amyloid precursor-like protein 1 accumulates in neuritic plaques in Alzheimer’s disease. Acta Neuropathol. 1997, 94 (6): 519-524. 10.1007/s004010050745.CrossRefPubMed
37.
go back to reference Davidsson P, Westman-Brinkmalm A, Nilsson CL, Lindbjer M, Paulson L, Andreasen N, Sjögren M, Blennow K: Proteome analysis of cerebrospinal fluid proteins in Alzheimer patients. Neuroreport. 2002, 13 (5): 611-615. 10.1097/00001756-200204160-00015.CrossRefPubMed Davidsson P, Westman-Brinkmalm A, Nilsson CL, Lindbjer M, Paulson L, Andreasen N, Sjögren M, Blennow K: Proteome analysis of cerebrospinal fluid proteins in Alzheimer patients. Neuroreport. 2002, 13 (5): 611-615. 10.1097/00001756-200204160-00015.CrossRefPubMed
38.
go back to reference Carrette O, Demalte I, Scherl A, Yalkinoglu O, Corthals G, Burkhard P, Hochstrasser DF, Sanchez JC: A panel of cerebrospinal fluid potential biomarkers for the diagnosis of Alzheimer’s disease. Proteomics. 2003, 3 (8): 1486-1494. 10.1002/pmic.200300470.CrossRefPubMed Carrette O, Demalte I, Scherl A, Yalkinoglu O, Corthals G, Burkhard P, Hochstrasser DF, Sanchez JC: A panel of cerebrospinal fluid potential biomarkers for the diagnosis of Alzheimer’s disease. Proteomics. 2003, 3 (8): 1486-1494. 10.1002/pmic.200300470.CrossRefPubMed
39.
go back to reference Zhang J, Goodlett DR, Quinn JF, Peskind E, Kaye JA, Zhou Y, Pan C, Yi E, Eng J, Wang Q, Aebersold RH, Montine TJ: Quantitative proteomics of cerebrospinal fluid from patients with Alzheimer disease. J Alzheimers Dis. 2005, 7 (2): 125-133. discussion 173–80PubMed Zhang J, Goodlett DR, Quinn JF, Peskind E, Kaye JA, Zhou Y, Pan C, Yi E, Eng J, Wang Q, Aebersold RH, Montine TJ: Quantitative proteomics of cerebrospinal fluid from patients with Alzheimer disease. J Alzheimers Dis. 2005, 7 (2): 125-133. discussion 173–80PubMed
40.
go back to reference Zhang J, Goodlett DR, Peskind ER, Quinn JF, Zhou Y, Wang Q, Pan C, Yi E, Eng J, Aebersold RH, Montine TJ: Quantitative proteomic analysis of age-related changes in human cerebrospinal fluid. Neurobiol Aging. 2005, 26 (2): 207-227. 10.1016/j.neurobiolaging.2004.03.012.CrossRefPubMed Zhang J, Goodlett DR, Peskind ER, Quinn JF, Zhou Y, Wang Q, Pan C, Yi E, Eng J, Aebersold RH, Montine TJ: Quantitative proteomic analysis of age-related changes in human cerebrospinal fluid. Neurobiol Aging. 2005, 26 (2): 207-227. 10.1016/j.neurobiolaging.2004.03.012.CrossRefPubMed
41.
go back to reference Simonsen AH, McGuire J, Hansson O, Zetterberg H, Podust VN, Davies HA, Waldemar G, Minthon L, Blennow K: Novel panel of cerebrospinal fluid biomarkers for the prediction of progression to Alzheimer dementia in patients with mild cognitive impairment. Arch Neurol. 2007, 64 (3): 366-370. 10.1001/archneur.64.3.366.CrossRefPubMed Simonsen AH, McGuire J, Hansson O, Zetterberg H, Podust VN, Davies HA, Waldemar G, Minthon L, Blennow K: Novel panel of cerebrospinal fluid biomarkers for the prediction of progression to Alzheimer dementia in patients with mild cognitive impairment. Arch Neurol. 2007, 64 (3): 366-370. 10.1001/archneur.64.3.366.CrossRefPubMed
42.
go back to reference Loeffler DA, DeMaggio AJ, Juneau PL, Brickman CM, Mashour GA, Finkelman JH, Pomara N, LeWitt PA: Ceruloplasmin is increased in cerebrospinal fluid in Alzheimer’s disease but not Parkinson’s disease. Alzheimer Dis Assoc Disord. 1994, 8 (3): 190-197. 10.1097/00002093-199408030-00005.CrossRefPubMed Loeffler DA, DeMaggio AJ, Juneau PL, Brickman CM, Mashour GA, Finkelman JH, Pomara N, LeWitt PA: Ceruloplasmin is increased in cerebrospinal fluid in Alzheimer’s disease but not Parkinson’s disease. Alzheimer Dis Assoc Disord. 1994, 8 (3): 190-197. 10.1097/00002093-199408030-00005.CrossRefPubMed
43.
go back to reference Kessler H, Pajonk FG, Meisser P, Schneider-Axmann T, Hoffmann KH, Supprian T, Herrmann W, Obeid R, Multhaup G, Falkai P, Bayer TA: Cerebrospinal fluid diagnostic markers correlate with lower plasma copper and ceruloplasmin in patients with Alzheimer’s disease. J Neural Transm. 2006, 113 (11): 1763-1769. 10.1007/s00702-006-0485-7.CrossRefPubMed Kessler H, Pajonk FG, Meisser P, Schneider-Axmann T, Hoffmann KH, Supprian T, Herrmann W, Obeid R, Multhaup G, Falkai P, Bayer TA: Cerebrospinal fluid diagnostic markers correlate with lower plasma copper and ceruloplasmin in patients with Alzheimer’s disease. J Neural Transm. 2006, 113 (11): 1763-1769. 10.1007/s00702-006-0485-7.CrossRefPubMed
44.
go back to reference Bonneh-Barkay D, Wang G, Starkey A, Hamilton RL, Wiley CA: In vivo CHI3L1 (YKL-40) expression in astrocytes in acute and chronic neurological diseases. J Neuroinflammation. 2010, 7: 34-10.1186/1742-2094-7-34.PubMedCentralCrossRefPubMed Bonneh-Barkay D, Wang G, Starkey A, Hamilton RL, Wiley CA: In vivo CHI3L1 (YKL-40) expression in astrocytes in acute and chronic neurological diseases. J Neuroinflammation. 2010, 7: 34-10.1186/1742-2094-7-34.PubMedCentralCrossRefPubMed
45.
go back to reference Hu WT, Chen-Plotkin A, Arnold SE, Grossman M, Clark CM, Shaw LM, Pickering E, Kuhn M, Chen Y, McCluskey L, Elman L, Karlawish J, Hurtig HI, Siderowf A, Lee VM, Soares H, Trojanowski JQ: Novel CSF biomarkers for Alzheimer’s disease and mild cognitive impairment. Acta Neuropathol. 2010, 119 (6): 669-678. 10.1007/s00401-010-0667-0.PubMedCentralCrossRefPubMed Hu WT, Chen-Plotkin A, Arnold SE, Grossman M, Clark CM, Shaw LM, Pickering E, Kuhn M, Chen Y, McCluskey L, Elman L, Karlawish J, Hurtig HI, Siderowf A, Lee VM, Soares H, Trojanowski JQ: Novel CSF biomarkers for Alzheimer’s disease and mild cognitive impairment. Acta Neuropathol. 2010, 119 (6): 669-678. 10.1007/s00401-010-0667-0.PubMedCentralCrossRefPubMed
46.
go back to reference Blennow K, Davidsson P, Wallin A, Ekman R: Chromogranin A in cerebrospinal fluid: a biochemical marker for synaptic degeneration in Alzheimer’s disease?. Dementia. 1995, 6 (6): 306-311.PubMed Blennow K, Davidsson P, Wallin A, Ekman R: Chromogranin A in cerebrospinal fluid: a biochemical marker for synaptic degeneration in Alzheimer’s disease?. Dementia. 1995, 6 (6): 306-311.PubMed
47.
go back to reference Craig-Schapiro R, Kuhn M, Xiong C, Pickering EH, Liu J, Misko TP, Perrin RJ, Bales KR, Soares H, Fagan AM, Holtzman DM: Multiplexed immunoassay panel identifies novel CSF biomarkers for Alzheimer’s disease diagnosis and prognosis. PLoS One. 2011, 6 (4): e18850-10.1371/journal.pone.0018850.PubMedCentralCrossRefPubMed Craig-Schapiro R, Kuhn M, Xiong C, Pickering EH, Liu J, Misko TP, Perrin RJ, Bales KR, Soares H, Fagan AM, Holtzman DM: Multiplexed immunoassay panel identifies novel CSF biomarkers for Alzheimer’s disease diagnosis and prognosis. PLoS One. 2011, 6 (4): e18850-10.1371/journal.pone.0018850.PubMedCentralCrossRefPubMed
48.
go back to reference Wang Y, Hancock AM, Bradner J, Chung KA, Quinn JF, Peskind ER, Galasko D, Jankovic J, Zabetian CP, Kim HM, Leverenz JB, Montine TJ, Ginghina C, Edwards KL, Snapinn KW, Goldstein DS, Shi M, Zhang J: Complement 3 and factor h in human cerebrospinal fluid in Parkinson’s disease, Alzheimer’s disease, and multiple-system atrophy. Am J Pathol. 2011, 178 (4): 1509-1516. 10.1016/j.ajpath.2011.01.006.PubMedCentralCrossRefPubMed Wang Y, Hancock AM, Bradner J, Chung KA, Quinn JF, Peskind ER, Galasko D, Jankovic J, Zabetian CP, Kim HM, Leverenz JB, Montine TJ, Ginghina C, Edwards KL, Snapinn KW, Goldstein DS, Shi M, Zhang J: Complement 3 and factor h in human cerebrospinal fluid in Parkinson’s disease, Alzheimer’s disease, and multiple-system atrophy. Am J Pathol. 2011, 178 (4): 1509-1516. 10.1016/j.ajpath.2011.01.006.PubMedCentralCrossRefPubMed
49.
go back to reference Finehout EJ, Franck Z, Lee KH: Complement protein isoforms in CSF as possible biomarkers for neurodegenerative disease. Dis Markers. 2005, 21 (2): 93-101. 10.1155/2005/806573.PubMedCentralCrossRefPubMed Finehout EJ, Franck Z, Lee KH: Complement protein isoforms in CSF as possible biomarkers for neurodegenerative disease. Dis Markers. 2005, 21 (2): 93-101. 10.1155/2005/806573.PubMedCentralCrossRefPubMed
50.
go back to reference Hu Y, Hosseini A, Kauwe JS, Gross J, Cairns NJ, Goate AM, Fagan AM, Townsend RR, Holtzman DM: Identification and validation of novel CSF biomarkers for early stages of Alzheimer’s disease. Proteomics Clin Appl. 2007, 1 (11): 1373-1384. 10.1002/prca.200600999.CrossRefPubMed Hu Y, Hosseini A, Kauwe JS, Gross J, Cairns NJ, Goate AM, Fagan AM, Townsend RR, Holtzman DM: Identification and validation of novel CSF biomarkers for early stages of Alzheimer’s disease. Proteomics Clin Appl. 2007, 1 (11): 1373-1384. 10.1002/prca.200600999.CrossRefPubMed
51.
go back to reference Hu WT, Chen-Plotkin A, Arnold SE, Grossman M, Clark CM, Shaw LM, McCluskey L, Elman L, Karlawish J, Hurtig HI, Siderowf A, Lee VM, Soares H, Trojanowski JQ: Biomarker discovery for Alzheimer’s disease, frontotemporal lobar degeneration, and Parkinson’s disease. Acta Neuropathol. 2010, 120 (3): 385-399. 10.1007/s00401-010-0723-9.PubMedCentralCrossRefPubMed Hu WT, Chen-Plotkin A, Arnold SE, Grossman M, Clark CM, Shaw LM, McCluskey L, Elman L, Karlawish J, Hurtig HI, Siderowf A, Lee VM, Soares H, Trojanowski JQ: Biomarker discovery for Alzheimer’s disease, frontotemporal lobar degeneration, and Parkinson’s disease. Acta Neuropathol. 2010, 120 (3): 385-399. 10.1007/s00401-010-0723-9.PubMedCentralCrossRefPubMed
52.
go back to reference Meyne F, Gloeckner SF, Ciesielczyk B, Heinemann U, Krasnianski A, Meissner B, Zerr I: Total prion protein levels in the cerebrospinal fluid are reduced in patients with various neurological disorders. J Alzheimers Dis. 2009, 17 (4): 863-873.PubMed Meyne F, Gloeckner SF, Ciesielczyk B, Heinemann U, Krasnianski A, Meissner B, Zerr I: Total prion protein levels in the cerebrospinal fluid are reduced in patients with various neurological disorders. J Alzheimers Dis. 2009, 17 (4): 863-873.PubMed
53.
go back to reference Jung SM, Lee K, Lee JW, Namkoong H, Kim HK, Kim S, Na HR, Ha SA, Kim JR, Ko J, Kim JW: Both plasma retinol-binding protein and haptoglobin precursor allele 1 in CSF: candidate biomarkers for the progression of normal to mild cognitive impairment to Alzheimer’s disease. Neurosci Lett. 2008, 436 (2): 153-157. 10.1016/j.neulet.2008.03.010.CrossRefPubMed Jung SM, Lee K, Lee JW, Namkoong H, Kim HK, Kim S, Na HR, Ha SA, Kim JR, Ko J, Kim JW: Both plasma retinol-binding protein and haptoglobin precursor allele 1 in CSF: candidate biomarkers for the progression of normal to mild cognitive impairment to Alzheimer’s disease. Neurosci Lett. 2008, 436 (2): 153-157. 10.1016/j.neulet.2008.03.010.CrossRefPubMed
54.
go back to reference Suk K: Combined analysis of the glia secretome and the CSF proteome: neuroinflammation and novel biomarkers. Expert Rev Proteomics. 2010, 7 (2): 263-274. 10.1586/epr.10.6.CrossRefPubMed Suk K: Combined analysis of the glia secretome and the CSF proteome: neuroinflammation and novel biomarkers. Expert Rev Proteomics. 2010, 7 (2): 263-274. 10.1586/epr.10.6.CrossRefPubMed
55.
go back to reference Serot JM, Christmann D, Dubost T, Couturier M: Cerebrospinal fluid transthyretin: aging and late onset Alzheimer’s disease. J Neurol Neurosurg Psychiatry. 1997, 63 (4): 506-508. 10.1136/jnnp.63.4.506.PubMedCentralCrossRefPubMed Serot JM, Christmann D, Dubost T, Couturier M: Cerebrospinal fluid transthyretin: aging and late onset Alzheimer’s disease. J Neurol Neurosurg Psychiatry. 1997, 63 (4): 506-508. 10.1136/jnnp.63.4.506.PubMedCentralCrossRefPubMed
56.
go back to reference Li X, Masliah E, Reixach N, Buxbaum JN: Neuronal production of transthyretin in human and murine Alzheimer’s disease: is it protective?. J Neurosci. 2011, 31 (35): 12483-12490. 10.1523/JNEUROSCI.2417-11.2011.PubMedCentralCrossRefPubMed Li X, Masliah E, Reixach N, Buxbaum JN: Neuronal production of transthyretin in human and murine Alzheimer’s disease: is it protective?. J Neurosci. 2011, 31 (35): 12483-12490. 10.1523/JNEUROSCI.2417-11.2011.PubMedCentralCrossRefPubMed
57.
go back to reference Ribeiro CA, Saraiva MJ, Cardoso I: Stability of the transthyretin molecule as a key factor in the interaction with a-beta peptide–relevance in Alzheimer’s disease. PLoS One. 2012, 7 (9): e45368-10.1371/journal.pone.0045368.PubMedCentralCrossRefPubMed Ribeiro CA, Saraiva MJ, Cardoso I: Stability of the transthyretin molecule as a key factor in the interaction with a-beta peptide–relevance in Alzheimer’s disease. PLoS One. 2012, 7 (9): e45368-10.1371/journal.pone.0045368.PubMedCentralCrossRefPubMed
58.
go back to reference Lee JM, Blennow K, Andreasen N, Laterza O, Modur V, Olander J, Gao F, Ohlendorf M, Ladenson JH: The brain injury biomarker VLP-1 is increased in the cerebrospinal fluid of Alzheimer disease patients. Clin Chem. 2008, 54 (10): 1617-1623. 10.1373/clinchem.2008.104497.PubMedCentralCrossRefPubMed Lee JM, Blennow K, Andreasen N, Laterza O, Modur V, Olander J, Gao F, Ohlendorf M, Ladenson JH: The brain injury biomarker VLP-1 is increased in the cerebrospinal fluid of Alzheimer disease patients. Clin Chem. 2008, 54 (10): 1617-1623. 10.1373/clinchem.2008.104497.PubMedCentralCrossRefPubMed
59.
go back to reference Blennow K, Zetterberg H, Minthon L, Lannfelt L, Strid S, Annas P, Basun H, Andreasen N: Longitudinal stability of CSF biomarkers in Alzheimer’s disease. Neurosci Lett. 2007, 419 (1): 18-22. 10.1016/j.neulet.2007.03.064.CrossRefPubMed Blennow K, Zetterberg H, Minthon L, Lannfelt L, Strid S, Annas P, Basun H, Andreasen N: Longitudinal stability of CSF biomarkers in Alzheimer’s disease. Neurosci Lett. 2007, 419 (1): 18-22. 10.1016/j.neulet.2007.03.064.CrossRefPubMed
60.
go back to reference Buchhave P, Blennow K, Zetterberg H, Stomrud E, Londos E, Andreasen N, Minthon L, Hansson O: Longitudinal study of CSF biomarkers in patients with Alzheimer’s disease. PLoS One. 2009, 4 (7): e6294-10.1371/journal.pone.0006294.PubMedCentralCrossRefPubMed Buchhave P, Blennow K, Zetterberg H, Stomrud E, Londos E, Andreasen N, Minthon L, Hansson O: Longitudinal study of CSF biomarkers in patients with Alzheimer’s disease. PLoS One. 2009, 4 (7): e6294-10.1371/journal.pone.0006294.PubMedCentralCrossRefPubMed
61.
go back to reference Bouwman FH, van der Flier WM, Schoonenboom NS, van Elk EJ, Kok A, Rijmen F, Blankenstein MA, Scheltens P: Longitudinal changes of CSF biomarkers in memory clinic patients. Neurology. 2007, 69 (10): 1006-1011. 10.1212/01.wnl.0000271375.37131.04.CrossRefPubMed Bouwman FH, van der Flier WM, Schoonenboom NS, van Elk EJ, Kok A, Rijmen F, Blankenstein MA, Scheltens P: Longitudinal changes of CSF biomarkers in memory clinic patients. Neurology. 2007, 69 (10): 1006-1011. 10.1212/01.wnl.0000271375.37131.04.CrossRefPubMed
62.
go back to reference Höglund K, Bogstedt A, Fabre S, Aziz A, Annas P, Basun H, Minthon L, Lannfelt L, Blennow K, Andreasen N: Longitudinal stability evaluation of biomarkers and their correlation in cerebrospinal fluid and plasma from patients with Alzheimer’s disease. J Alzheimers Dis. 2012, 32 (4): 939-947.PubMed Höglund K, Bogstedt A, Fabre S, Aziz A, Annas P, Basun H, Minthon L, Lannfelt L, Blennow K, Andreasen N: Longitudinal stability evaluation of biomarkers and their correlation in cerebrospinal fluid and plasma from patients with Alzheimer’s disease. J Alzheimers Dis. 2012, 32 (4): 939-947.PubMed
63.
go back to reference Le Bastard N, Aerts L, Sleegers K, Martin JJ, Van Broeckhoven C, De Deyn PP, Engelborghs S: Longitudinal stability of cerebrospinal fluid biomarker levels: fulfilled requirement for pharmacodynamic markers in Alzheimer’s disease. J Alzheimers Dis. 2013, 33 (3): 807-822.PubMed Le Bastard N, Aerts L, Sleegers K, Martin JJ, Van Broeckhoven C, De Deyn PP, Engelborghs S: Longitudinal stability of cerebrospinal fluid biomarker levels: fulfilled requirement for pharmacodynamic markers in Alzheimer’s disease. J Alzheimers Dis. 2013, 33 (3): 807-822.PubMed
64.
go back to reference Laird NM, Ware JH: Random-effects models for longitudinal data. Biometrics. 1982, 38 (4): 963-974. 10.2307/2529876.CrossRefPubMed Laird NM, Ware JH: Random-effects models for longitudinal data. Biometrics. 1982, 38 (4): 963-974. 10.2307/2529876.CrossRefPubMed
65.
go back to reference Olsson B, Hertze J, Lautner R, Zetterberg H, Nägga K, Höglund K, Basun H, Annas P, Lannfelt L, Andreasen N, Minthon L, Blennow K, Hansson O: Microglial markers are elevated in the prodromal phase of Alzheimer’s disease and vascular dementia. J Alzheimers Dis. 2013, 33 (1): 45-53.PubMed Olsson B, Hertze J, Lautner R, Zetterberg H, Nägga K, Höglund K, Basun H, Annas P, Lannfelt L, Andreasen N, Minthon L, Blennow K, Hansson O: Microglial markers are elevated in the prodromal phase of Alzheimer’s disease and vascular dementia. J Alzheimers Dis. 2013, 33 (1): 45-53.PubMed
66.
go back to reference Granger J, Siddiqui J, Copeland S, Remick D: Albumin depletion of human plasma also removes low abundance proteins including the cytokines. Proteomics. 2005, 5 (18): 4713-4718. 10.1002/pmic.200401331.CrossRefPubMed Granger J, Siddiqui J, Copeland S, Remick D: Albumin depletion of human plasma also removes low abundance proteins including the cytokines. Proteomics. 2005, 5 (18): 4713-4718. 10.1002/pmic.200401331.CrossRefPubMed
67.
go back to reference Ottervald J, Franzén B, Nilsson K, Andersson LI, Khademi M, Eriksson B, Kjellström S, Marko-Varga G, Végvári A, Harris RA, Laurell T, Miliotis T, Matusevicius D, Salter H, Ferm M, Olsson T: Multiple sclerosis: Identification and clinical evaluation of novel CSF biomarkers. J Proteomics. 2010, 73 (6): 1117-1132. 10.1016/j.jprot.2010.01.004.CrossRefPubMed Ottervald J, Franzén B, Nilsson K, Andersson LI, Khademi M, Eriksson B, Kjellström S, Marko-Varga G, Végvári A, Harris RA, Laurell T, Miliotis T, Matusevicius D, Salter H, Ferm M, Olsson T: Multiple sclerosis: Identification and clinical evaluation of novel CSF biomarkers. J Proteomics. 2010, 73 (6): 1117-1132. 10.1016/j.jprot.2010.01.004.CrossRefPubMed
68.
go back to reference Sunderland T, Wolozin B, Galasko D, Levy J, Dukoff R, Bahro M, Lasser R, Motter R, Lehtimäki T, Seubert P: Longitudinal stability of CSF tau levels in Alzheimer patients. Biol Psychiatry. 1999, 46 (6): 750-755. 10.1016/S0006-3223(99)00143-2.CrossRefPubMed Sunderland T, Wolozin B, Galasko D, Levy J, Dukoff R, Bahro M, Lasser R, Motter R, Lehtimäki T, Seubert P: Longitudinal stability of CSF tau levels in Alzheimer patients. Biol Psychiatry. 1999, 46 (6): 750-755. 10.1016/S0006-3223(99)00143-2.CrossRefPubMed
69.
go back to reference Seppälä TT, Koivisto AM, Hartikainen P, Helisalmi S, Soininen H, Herukka SK: Longitudinal changes of CSF biomarkers in Alzheimer’s disease. J Alzheimers Dis. 2011, 25 (4): 583-594.PubMed Seppälä TT, Koivisto AM, Hartikainen P, Helisalmi S, Soininen H, Herukka SK: Longitudinal changes of CSF biomarkers in Alzheimer’s disease. J Alzheimers Dis. 2011, 25 (4): 583-594.PubMed
70.
go back to reference Fagan AM, Xiong C, Jasielec MS, Bateman RJ, Goate AM, Benzinger TL, Ghetti B, Martins RN, Masters CL, Mayeux R, Ringman JM, Rossor MN, Salloway S, Schofield PR, Sperling RA, Marcus D, Cairns NJ, Buckles VD, Ladenson JH, Morris JC, Holtzman DM, Dominantly Inherited Alzheimer Network: Longitudinal change in CSF biomarkers in autosomal-dominant Alzheimer’s disease. Sci Transl Med. 2014, 6 (226): 226ra30-10.1126/scitranslmed.3007901.PubMedCentralCrossRefPubMed Fagan AM, Xiong C, Jasielec MS, Bateman RJ, Goate AM, Benzinger TL, Ghetti B, Martins RN, Masters CL, Mayeux R, Ringman JM, Rossor MN, Salloway S, Schofield PR, Sperling RA, Marcus D, Cairns NJ, Buckles VD, Ladenson JH, Morris JC, Holtzman DM, Dominantly Inherited Alzheimer Network: Longitudinal change in CSF biomarkers in autosomal-dominant Alzheimer’s disease. Sci Transl Med. 2014, 6 (226): 226ra30-10.1126/scitranslmed.3007901.PubMedCentralCrossRefPubMed
71.
go back to reference Thinakaran G, Koo EH: Amyloid precursor protein trafficking, processing, and function. J Biol Chem. 2008, 283 (44): 29615-29619. 10.1074/jbc.R800019200.PubMedCentralCrossRefPubMed Thinakaran G, Koo EH: Amyloid precursor protein trafficking, processing, and function. J Biol Chem. 2008, 283 (44): 29615-29619. 10.1074/jbc.R800019200.PubMedCentralCrossRefPubMed
72.
go back to reference Sakurai T: The role of NrCAM in neural development and disorders–beyond a simple glue in the brain. Mol Cell Neurosci. 2012, 49 (3): 351-363. 10.1016/j.mcn.2011.12.002.CrossRefPubMed Sakurai T: The role of NrCAM in neural development and disorders–beyond a simple glue in the brain. Mol Cell Neurosci. 2012, 49 (3): 351-363. 10.1016/j.mcn.2011.12.002.CrossRefPubMed
73.
go back to reference Bartolomucci A, Pasinetti GM, Salton SR: Granins as disease-biomarkers: translational potential for psychiatric and neurological disorders. Neuroscience. 2010, 170 (1): 289-297. 10.1016/j.neuroscience.2010.06.057.CrossRefPubMed Bartolomucci A, Pasinetti GM, Salton SR: Granins as disease-biomarkers: translational potential for psychiatric and neurological disorders. Neuroscience. 2010, 170 (1): 289-297. 10.1016/j.neuroscience.2010.06.057.CrossRefPubMed
74.
go back to reference Angelone T, Tota B: Editorial: chromogranin A at the crossroads of health and disease. Curr Med Chem. 2012, 19 (24): 4039-4041. 10.2174/092986712802430027.CrossRefPubMed Angelone T, Tota B: Editorial: chromogranin A at the crossroads of health and disease. Curr Med Chem. 2012, 19 (24): 4039-4041. 10.2174/092986712802430027.CrossRefPubMed
75.
go back to reference Cho RW, Park JM, Wolff SB, Xu D, Hopf C, Kim JA, Reddy RC, Petralia RS, Perin MS, Linden DJ, Worley PF: mGluR1/5-dependent long-term depression requires the regulated ectodomain cleavage of neuronal pentraxin NPR by TACE. Neuron. 2008, 57 (6): 858-871. 10.1016/j.neuron.2008.01.010.PubMedCentralCrossRefPubMed Cho RW, Park JM, Wolff SB, Xu D, Hopf C, Kim JA, Reddy RC, Petralia RS, Perin MS, Linden DJ, Worley PF: mGluR1/5-dependent long-term depression requires the regulated ectodomain cleavage of neuronal pentraxin NPR by TACE. Neuron. 2008, 57 (6): 858-871. 10.1016/j.neuron.2008.01.010.PubMedCentralCrossRefPubMed
76.
go back to reference Koch SM, Ullian EM: Neuronal pentraxins mediate silent synapse conversion in the developing visual system. J Neurosci. 2010, 30 (15): 5404-5414. 10.1523/JNEUROSCI.4893-09.2010.PubMedCentralCrossRefPubMed Koch SM, Ullian EM: Neuronal pentraxins mediate silent synapse conversion in the developing visual system. J Neurosci. 2010, 30 (15): 5404-5414. 10.1523/JNEUROSCI.4893-09.2010.PubMedCentralCrossRefPubMed
77.
go back to reference Priller C, Bauer T, Mitteregger G, Krebs B, Kretzschmar HA, Herms J: Synapse formation and function is modulated by the amyloid precursor protein. J Neurosci. 2006, 26 (27): 7212-7221. 10.1523/JNEUROSCI.1450-06.2006.CrossRefPubMed Priller C, Bauer T, Mitteregger G, Krebs B, Kretzschmar HA, Herms J: Synapse formation and function is modulated by the amyloid precursor protein. J Neurosci. 2006, 26 (27): 7212-7221. 10.1523/JNEUROSCI.1450-06.2006.CrossRefPubMed
78.
go back to reference MacLean B, Tomazela DM, Shulman N, Chambers M, Finney GL, Frewen B, Kern R, Tabb DL, Liebler DC, MacCoss MJ: Skyline: an open source document editor for creating and analyzing targeted proteomics experiments. Bioinformatics. 2010, 26 (7): 966-968. 10.1093/bioinformatics/btq054.PubMedCentralCrossRefPubMed MacLean B, Tomazela DM, Shulman N, Chambers M, Finney GL, Frewen B, Kern R, Tabb DL, Liebler DC, MacCoss MJ: Skyline: an open source document editor for creating and analyzing targeted proteomics experiments. Bioinformatics. 2010, 26 (7): 966-968. 10.1093/bioinformatics/btq054.PubMedCentralCrossRefPubMed
79.
go back to reference Pinheiro J, Bates D, DebRoy S, Sarkar D, R Development Core Team: nlme: Linear and nonlinear mixed effects models. R Pckg V. 2010, 3: 1-97. Pinheiro J, Bates D, DebRoy S, Sarkar D, R Development Core Team: nlme: Linear and nonlinear mixed effects models. R Pckg V. 2010, 3: 1-97.
Metadata
Title
Identification of longitudinally dynamic biomarkers in Alzheimer’s disease cerebrospinal fluid by targeted proteomics
Authors
Kristin R Wildsmith
Stephen P Schauer
Ashley M Smith
David Arnott
Yuda Zhu
Joshua Haznedar
Surinder Kaur
W Rodney Mathews
Lee A Honigberg
Publication date
01-12-2014
Publisher
BioMed Central
Published in
Molecular Neurodegeneration / Issue 1/2014
Electronic ISSN: 1750-1326
DOI
https://doi.org/10.1186/1750-1326-9-22

Other articles of this Issue 1/2014

Molecular Neurodegeneration 1/2014 Go to the issue