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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...

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Autores principales: Lewczuk, Piotr, Wiltfang, Jens, Kornhuber, Johannes, Verhasselt, Anneleen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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.
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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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