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Distributions of Aβ42 and Aβ42/40 in the Cerebrospinal Fluid in View of the Probability Theory
Amyloid β 42/40 concentration quotient has been empirically shown to improve accuracy of the neurochemical diagnostics of Alzheimer’s Disease (AD) compared to the Aβ42 concentration alone, but this improvement in diagnostic performance has not been backed up by a theoretical argumentation so far. In...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8700661/ https://www.ncbi.nlm.nih.gov/pubmed/34943609 http://dx.doi.org/10.3390/diagnostics11122372 |
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author | Lewczuk, Piotr Wiltfang, Jens Kornhuber, Johannes Verhasselt, Anneleen |
author_facet | Lewczuk, Piotr Wiltfang, Jens Kornhuber, Johannes Verhasselt, Anneleen |
author_sort | Lewczuk, Piotr |
collection | PubMed |
description | Amyloid β 42/40 concentration quotient has been empirically shown to improve accuracy of the neurochemical diagnostics of Alzheimer’s Disease (AD) compared to the Aβ42 concentration alone, but this improvement in diagnostic performance has not been backed up by a theoretical argumentation so far. In this report we show that better accuracy of Aβ42/40 compared to Aβ1-42 is granted by fundamental laws of probability. In particular, it can be shown that the dispersion of a distribution of a quotient of two random variables (Aβ42/40) is smaller than the dispersion of the random variable in the numerator (Aβ42), provided that the two variables are proportional. Further, this concept predicts and explains presence of outlying observations, i.e., AD patients with falsely negatively high Aβ42/40 ratio, and non-AD subjects with extremely low, falsely positive, Aβ42/40 ratio. |
format | Online Article Text |
id | pubmed-8700661 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-87006612021-12-24 Distributions of Aβ42 and Aβ42/40 in the Cerebrospinal Fluid in View of the Probability Theory Lewczuk, Piotr Wiltfang, Jens Kornhuber, Johannes Verhasselt, Anneleen Diagnostics (Basel) Article Amyloid β 42/40 concentration quotient has been empirically shown to improve accuracy of the neurochemical diagnostics of Alzheimer’s Disease (AD) compared to the Aβ42 concentration alone, but this improvement in diagnostic performance has not been backed up by a theoretical argumentation so far. In this report we show that better accuracy of Aβ42/40 compared to Aβ1-42 is granted by fundamental laws of probability. In particular, it can be shown that the dispersion of a distribution of a quotient of two random variables (Aβ42/40) is smaller than the dispersion of the random variable in the numerator (Aβ42), provided that the two variables are proportional. Further, this concept predicts and explains presence of outlying observations, i.e., AD patients with falsely negatively high Aβ42/40 ratio, and non-AD subjects with extremely low, falsely positive, Aβ42/40 ratio. MDPI 2021-12-16 /pmc/articles/PMC8700661/ /pubmed/34943609 http://dx.doi.org/10.3390/diagnostics11122372 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Lewczuk, Piotr Wiltfang, Jens Kornhuber, Johannes Verhasselt, Anneleen Distributions of Aβ42 and Aβ42/40 in the Cerebrospinal Fluid in View of the Probability Theory |
title | Distributions of Aβ42 and Aβ42/40 in the Cerebrospinal Fluid in View of the Probability Theory |
title_full | Distributions of Aβ42 and Aβ42/40 in the Cerebrospinal Fluid in View of the Probability Theory |
title_fullStr | Distributions of Aβ42 and Aβ42/40 in the Cerebrospinal Fluid in View of the Probability Theory |
title_full_unstemmed | Distributions of Aβ42 and Aβ42/40 in the Cerebrospinal Fluid in View of the Probability Theory |
title_short | Distributions of Aβ42 and Aβ42/40 in the Cerebrospinal Fluid in View of the Probability Theory |
title_sort | distributions of aβ42 and aβ42/40 in the cerebrospinal fluid in view of the probability theory |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8700661/ https://www.ncbi.nlm.nih.gov/pubmed/34943609 http://dx.doi.org/10.3390/diagnostics11122372 |
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