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A new mathematical approach to improve the original dietary inflammatory index (DII) calculation

Accumulating evidence links dietary intake to inflammatory processes involved in non-communicable disease (NCD) development. The dietary inflammatory index (DII) designed by Shivappa et al. has been shown to capture the inflammatory potential of dietary behavior in a large number of epidemiological...

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Autores principales: Pawlow, Xenia, Ott, Raffael, Winkler, Christiane, Ziegler, Anette-G., Hummel, Sandra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8575297/
https://www.ncbi.nlm.nih.gov/pubmed/34748580
http://dx.doi.org/10.1371/journal.pone.0259629
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author Pawlow, Xenia
Ott, Raffael
Winkler, Christiane
Ziegler, Anette-G.
Hummel, Sandra
author_facet Pawlow, Xenia
Ott, Raffael
Winkler, Christiane
Ziegler, Anette-G.
Hummel, Sandra
author_sort Pawlow, Xenia
collection PubMed
description Accumulating evidence links dietary intake to inflammatory processes involved in non-communicable disease (NCD) development. The dietary inflammatory index (DII) designed by Shivappa et al. has been shown to capture the inflammatory potential of dietary behavior in a large number of epidemiological studies. Thus, the DII may serve as future tool to assess someone’s nutritional inflammatory capacities and hence, the individual risks for NCD development later in life. The calculation method of the DII, however, can benefit from alternative mathematical steps, particularly regarding the transformation from standardized daily food consumption to percentile scores. Here, we provide novel approaches, the scaling-formula (SF) and scaling-formula with outlier detection (SFOD) methods, with the aim to optimize the DII calculation method proposed by Shivappa and colleagues. We illustrate on simulated data specific limitations of the original DII calculation and show the benefits of the SF/SFOD by using simulated data and data from the prospective TEENDIAB study cohort, which supports the application of SF/SFOD in future epidemiological and clinical studies.
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spelling pubmed-85752972021-11-09 A new mathematical approach to improve the original dietary inflammatory index (DII) calculation Pawlow, Xenia Ott, Raffael Winkler, Christiane Ziegler, Anette-G. Hummel, Sandra PLoS One Research Article Accumulating evidence links dietary intake to inflammatory processes involved in non-communicable disease (NCD) development. The dietary inflammatory index (DII) designed by Shivappa et al. has been shown to capture the inflammatory potential of dietary behavior in a large number of epidemiological studies. Thus, the DII may serve as future tool to assess someone’s nutritional inflammatory capacities and hence, the individual risks for NCD development later in life. The calculation method of the DII, however, can benefit from alternative mathematical steps, particularly regarding the transformation from standardized daily food consumption to percentile scores. Here, we provide novel approaches, the scaling-formula (SF) and scaling-formula with outlier detection (SFOD) methods, with the aim to optimize the DII calculation method proposed by Shivappa and colleagues. We illustrate on simulated data specific limitations of the original DII calculation and show the benefits of the SF/SFOD by using simulated data and data from the prospective TEENDIAB study cohort, which supports the application of SF/SFOD in future epidemiological and clinical studies. Public Library of Science 2021-11-08 /pmc/articles/PMC8575297/ /pubmed/34748580 http://dx.doi.org/10.1371/journal.pone.0259629 Text en © 2021 Pawlow et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Pawlow, Xenia
Ott, Raffael
Winkler, Christiane
Ziegler, Anette-G.
Hummel, Sandra
A new mathematical approach to improve the original dietary inflammatory index (DII) calculation
title A new mathematical approach to improve the original dietary inflammatory index (DII) calculation
title_full A new mathematical approach to improve the original dietary inflammatory index (DII) calculation
title_fullStr A new mathematical approach to improve the original dietary inflammatory index (DII) calculation
title_full_unstemmed A new mathematical approach to improve the original dietary inflammatory index (DII) calculation
title_short A new mathematical approach to improve the original dietary inflammatory index (DII) calculation
title_sort new mathematical approach to improve the original dietary inflammatory index (dii) calculation
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8575297/
https://www.ncbi.nlm.nih.gov/pubmed/34748580
http://dx.doi.org/10.1371/journal.pone.0259629
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