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Blood Protein Markers of Neocortical Amyloid-β Burden: A Candidate Study Using SOMAscan Technology
Background: Four previously reported studies have tested for association of blood proteins with neocortical amyloid-β burden (NAB). If shown to be robust, these proteins could have utility as a blood test for enrichment in clinical trials of Alzheimer’s disease (AD) therapeutics. Objective: This stu...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
IOS Press
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4923714/ https://www.ncbi.nlm.nih.gov/pubmed/25881911 http://dx.doi.org/10.3233/JAD-150020 |
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author | Voyle, Nicola Baker, David Burnham, Samantha C. Covin, Antonia Zhang, Zhanpan Sangurdekar, Dipen P. Tan Hehir, Cristina A. Bazenet, Chantal Lovestone, Simon Kiddle, Steven Dobson, Richard J.B. |
author_facet | Voyle, Nicola Baker, David Burnham, Samantha C. Covin, Antonia Zhang, Zhanpan Sangurdekar, Dipen P. Tan Hehir, Cristina A. Bazenet, Chantal Lovestone, Simon Kiddle, Steven Dobson, Richard J.B. |
author_sort | Voyle, Nicola |
collection | PubMed |
description | Background: Four previously reported studies have tested for association of blood proteins with neocortical amyloid-β burden (NAB). If shown to be robust, these proteins could have utility as a blood test for enrichment in clinical trials of Alzheimer’s disease (AD) therapeutics. Objective: This study aimed to investigate whether previously identified blood proteins also show evidence for association with NAB in serum samples from the Australian Imaging, Biomarker and Lifestyle Flagship Study of Ageing (AIBL). The study considers candidate proteins seen in cohorts other than AIBL and candidates previously discovered in the AIBL cohort. Methods: Our study used the SOMAscan platform for protein quantification in blood serum. Linear and logistic regressions were used to model continuous NAB and dichotomized NAB respectively using single proteins as a predictor. Multiple protein models were built using stepwise regression techniques and support vectors machines. Age and APOE ɛ4 carriage were used as covariates for all analysis. Results: Of the 41 proteins previously reported, 15 AIBL candidates and 20 non-AIBL candidates were available for testing. Of these candidates, pancreatic polypeptide (PPY) and IgM showed a significant association with NAB. Notably, IgM was found to associate with continuous NAB across cognitively normal control subjects. Conclusions: We have further demonstrated the association of PPY and IgM with NAB, despite technical differences between studies. There are several reasons for a lack of significance for the other candidates including platform differences and the use of serum rather than plasma samples. To investigate the possibility of technical differences causing lack of replication, further studies are required. |
format | Online Article Text |
id | pubmed-4923714 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | IOS Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-49237142016-06-29 Blood Protein Markers of Neocortical Amyloid-β Burden: A Candidate Study Using SOMAscan Technology Voyle, Nicola Baker, David Burnham, Samantha C. Covin, Antonia Zhang, Zhanpan Sangurdekar, Dipen P. Tan Hehir, Cristina A. Bazenet, Chantal Lovestone, Simon Kiddle, Steven Dobson, Richard J.B. J Alzheimers Dis Research Article Background: Four previously reported studies have tested for association of blood proteins with neocortical amyloid-β burden (NAB). If shown to be robust, these proteins could have utility as a blood test for enrichment in clinical trials of Alzheimer’s disease (AD) therapeutics. Objective: This study aimed to investigate whether previously identified blood proteins also show evidence for association with NAB in serum samples from the Australian Imaging, Biomarker and Lifestyle Flagship Study of Ageing (AIBL). The study considers candidate proteins seen in cohorts other than AIBL and candidates previously discovered in the AIBL cohort. Methods: Our study used the SOMAscan platform for protein quantification in blood serum. Linear and logistic regressions were used to model continuous NAB and dichotomized NAB respectively using single proteins as a predictor. Multiple protein models were built using stepwise regression techniques and support vectors machines. Age and APOE ɛ4 carriage were used as covariates for all analysis. Results: Of the 41 proteins previously reported, 15 AIBL candidates and 20 non-AIBL candidates were available for testing. Of these candidates, pancreatic polypeptide (PPY) and IgM showed a significant association with NAB. Notably, IgM was found to associate with continuous NAB across cognitively normal control subjects. Conclusions: We have further demonstrated the association of PPY and IgM with NAB, despite technical differences between studies. There are several reasons for a lack of significance for the other candidates including platform differences and the use of serum rather than plasma samples. To investigate the possibility of technical differences causing lack of replication, further studies are required. IOS Press 2015-06-26 /pmc/articles/PMC4923714/ /pubmed/25881911 http://dx.doi.org/10.3233/JAD-150020 Text en IOS Press and the authors. All rights reserved https://creativecommons.org/licenses/by-nc/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution Non-Commercial (CC BY-NC 4.0) License (https://creativecommons.org/licenses/by-nc/4.0/) , which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Voyle, Nicola Baker, David Burnham, Samantha C. Covin, Antonia Zhang, Zhanpan Sangurdekar, Dipen P. Tan Hehir, Cristina A. Bazenet, Chantal Lovestone, Simon Kiddle, Steven Dobson, Richard J.B. Blood Protein Markers of Neocortical Amyloid-β Burden: A Candidate Study Using SOMAscan Technology |
title | Blood Protein Markers of Neocortical Amyloid-β Burden: A Candidate Study Using SOMAscan Technology |
title_full | Blood Protein Markers of Neocortical Amyloid-β Burden: A Candidate Study Using SOMAscan Technology |
title_fullStr | Blood Protein Markers of Neocortical Amyloid-β Burden: A Candidate Study Using SOMAscan Technology |
title_full_unstemmed | Blood Protein Markers of Neocortical Amyloid-β Burden: A Candidate Study Using SOMAscan Technology |
title_short | Blood Protein Markers of Neocortical Amyloid-β Burden: A Candidate Study Using SOMAscan Technology |
title_sort | blood protein markers of neocortical amyloid-β burden: a candidate study using somascan technology |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4923714/ https://www.ncbi.nlm.nih.gov/pubmed/25881911 http://dx.doi.org/10.3233/JAD-150020 |
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