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Predictability of polygenic risk score for progression to dementia and its interaction with APOE ε4 in mild cognitive impairment
BACKGROUND: The combinatorial effect of multiple genetic factors calculated as a polygenic risk score (PRS) has been studied to predict disease progression to Alzheimer’s disease (AD) from mild cognitive impairment (MCI). Previous studies have investigated the performance of PRS in the prediction of...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8406896/ https://www.ncbi.nlm.nih.gov/pubmed/34465370 http://dx.doi.org/10.1186/s40035-021-00259-w |
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author | Pyun, Jung-Min Park, Young Ho Lee, Keon-Joo Kim, SangYun Saykin, Andrew J. Nho, Kwangsik |
author_facet | Pyun, Jung-Min Park, Young Ho Lee, Keon-Joo Kim, SangYun Saykin, Andrew J. Nho, Kwangsik |
author_sort | Pyun, Jung-Min |
collection | PubMed |
description | BACKGROUND: The combinatorial effect of multiple genetic factors calculated as a polygenic risk score (PRS) has been studied to predict disease progression to Alzheimer’s disease (AD) from mild cognitive impairment (MCI). Previous studies have investigated the performance of PRS in the prediction of disease progression to AD by including and excluding single nucleotide polymorphisms within the region surrounding the APOE gene. These studies may have missed the APOE genotype-specific predictability of PRS for disease progression to AD. METHODS: We analyzed 732 MCI from the Alzheimer’s Disease Neuroimaging Initiative cohort, including those who progressed to AD within 5 years post-baseline (n = 270) and remained stable as MCI (n = 462). The predictability of PRS including and excluding the APOE region (PRS(+APOE) and PRS(−APOE)) on the conversion to AD and its interaction with the APOE ε4 carrier status were assessed using Cox regression analyses. RESULTS: PRS(+APOE) (hazard ratio [HR] 1.468, 95% CI 1.335–1.615) and PRS(−APOE) (HR 1.293, 95% CI 1.157–1.445) were both associated with a significantly increased risk of MCI progression to dementia. The interaction between PRS(+APOE) and APOE ε4 carrier status was significant with a P-value of 0.0378. The association of PRSs with the progression risk was stronger in APOE ε4 non-carriers (PRS(+APOE): HR 1.710, 95% CI 1.244–2.351; PRS(−APOE): HR 1.429, 95% CI 1.182–1.728) than in APOE ε4 carriers (PRS(+APOE): HR 1.167, 95% CI 1.005–1.355; PRS(−APOE): HR 1.172, 95% CI 1.020–1.346). CONCLUSIONS: PRS could predict the conversion of MCI to dementia with a stronger association in APOE ε4 non-carriers than APOE ε4 carriers. This indicates PRS as a potential genetic predictor particularly for MCI with no APOE ε4 alleles. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40035-021-00259-w. |
format | Online Article Text |
id | pubmed-8406896 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-84068962021-08-31 Predictability of polygenic risk score for progression to dementia and its interaction with APOE ε4 in mild cognitive impairment Pyun, Jung-Min Park, Young Ho Lee, Keon-Joo Kim, SangYun Saykin, Andrew J. Nho, Kwangsik Transl Neurodegener Research BACKGROUND: The combinatorial effect of multiple genetic factors calculated as a polygenic risk score (PRS) has been studied to predict disease progression to Alzheimer’s disease (AD) from mild cognitive impairment (MCI). Previous studies have investigated the performance of PRS in the prediction of disease progression to AD by including and excluding single nucleotide polymorphisms within the region surrounding the APOE gene. These studies may have missed the APOE genotype-specific predictability of PRS for disease progression to AD. METHODS: We analyzed 732 MCI from the Alzheimer’s Disease Neuroimaging Initiative cohort, including those who progressed to AD within 5 years post-baseline (n = 270) and remained stable as MCI (n = 462). The predictability of PRS including and excluding the APOE region (PRS(+APOE) and PRS(−APOE)) on the conversion to AD and its interaction with the APOE ε4 carrier status were assessed using Cox regression analyses. RESULTS: PRS(+APOE) (hazard ratio [HR] 1.468, 95% CI 1.335–1.615) and PRS(−APOE) (HR 1.293, 95% CI 1.157–1.445) were both associated with a significantly increased risk of MCI progression to dementia. The interaction between PRS(+APOE) and APOE ε4 carrier status was significant with a P-value of 0.0378. The association of PRSs with the progression risk was stronger in APOE ε4 non-carriers (PRS(+APOE): HR 1.710, 95% CI 1.244–2.351; PRS(−APOE): HR 1.429, 95% CI 1.182–1.728) than in APOE ε4 carriers (PRS(+APOE): HR 1.167, 95% CI 1.005–1.355; PRS(−APOE): HR 1.172, 95% CI 1.020–1.346). CONCLUSIONS: PRS could predict the conversion of MCI to dementia with a stronger association in APOE ε4 non-carriers than APOE ε4 carriers. This indicates PRS as a potential genetic predictor particularly for MCI with no APOE ε4 alleles. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40035-021-00259-w. BioMed Central 2021-08-31 /pmc/articles/PMC8406896/ /pubmed/34465370 http://dx.doi.org/10.1186/s40035-021-00259-w Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Pyun, Jung-Min Park, Young Ho Lee, Keon-Joo Kim, SangYun Saykin, Andrew J. Nho, Kwangsik Predictability of polygenic risk score for progression to dementia and its interaction with APOE ε4 in mild cognitive impairment |
title | Predictability of polygenic risk score for progression to dementia and its interaction with APOE ε4 in mild cognitive impairment |
title_full | Predictability of polygenic risk score for progression to dementia and its interaction with APOE ε4 in mild cognitive impairment |
title_fullStr | Predictability of polygenic risk score for progression to dementia and its interaction with APOE ε4 in mild cognitive impairment |
title_full_unstemmed | Predictability of polygenic risk score for progression to dementia and its interaction with APOE ε4 in mild cognitive impairment |
title_short | Predictability of polygenic risk score for progression to dementia and its interaction with APOE ε4 in mild cognitive impairment |
title_sort | predictability of polygenic risk score for progression to dementia and its interaction with apoe ε4 in mild cognitive impairment |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8406896/ https://www.ncbi.nlm.nih.gov/pubmed/34465370 http://dx.doi.org/10.1186/s40035-021-00259-w |
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