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Impact of inherent variability and experimental parameters on the reliability of small animal PET data

BACKGROUND: Noninvasive preclinical imaging methodologies such as small animal positron emission tomography (PET) allow the repeated measurement of the same subject which is generally assumed to reduce the variability of the experimental outcome parameter and to produce more robust results. In this...

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Autores principales: Martic-Kehl, Marianne Isabelle, Ametamey, Simon Mensah, Alf, Malte Frederick, Schubiger, Pius August, Honer, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3438085/
https://www.ncbi.nlm.nih.gov/pubmed/22682020
http://dx.doi.org/10.1186/2191-219X-2-26
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author Martic-Kehl, Marianne Isabelle
Ametamey, Simon Mensah
Alf, Malte Frederick
Schubiger, Pius August
Honer, Michael
author_facet Martic-Kehl, Marianne Isabelle
Ametamey, Simon Mensah
Alf, Malte Frederick
Schubiger, Pius August
Honer, Michael
author_sort Martic-Kehl, Marianne Isabelle
collection PubMed
description BACKGROUND: Noninvasive preclinical imaging methodologies such as small animal positron emission tomography (PET) allow the repeated measurement of the same subject which is generally assumed to reduce the variability of the experimental outcome parameter and to produce more robust results. In this study, the variability of tracer uptake in the rodent brain was assessed within and between subjects using the established radiopharmaceuticals (18)F-FDG and (18)F-fallypride. Moreover, experimental factors with potential impact on study outcome were elicited, and the effect of their strict homogenization was assessed. METHODS: Brain standardized uptake values of rodents were compared between three PET scans of the same animal and scans of different individuals. (18)F-FDG ex vivo tissue sampling was performed under variation of the following experimental parameters: gender, age, cage occupancy, anesthetic protocol, environmental temperature during uptake phase, and tracer formulation. RESULTS: No significant difference of variability in (18)F-FDG or (18)F-fallypride brain or striatal uptake was identified between scans of the same and scans of different animals (COV = 14 ± 7% vs. 21 ± 10% for (18)F-FDG). (18)F-FDG brain uptake was robust regarding a variety of experimental parameters; only anesthetic protocols showed a significant impact. In contrast to a heterogenization approach, homogenization of groups produced more false positive effects in (18)F-FDG organ distribution showing a false positive rate of 9% vs. 6%. CONCLUSIONS: Repeated measurements of the same animal may not reduce data variability compared with measurements on different animals. Controlled heterogenization of test groups with regard to experimental parameters is advisable as it decreases the generation of false positive results and thus increases external validity of study outcome.
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spelling pubmed-34380852012-09-11 Impact of inherent variability and experimental parameters on the reliability of small animal PET data Martic-Kehl, Marianne Isabelle Ametamey, Simon Mensah Alf, Malte Frederick Schubiger, Pius August Honer, Michael EJNMMI Res Original Research BACKGROUND: Noninvasive preclinical imaging methodologies such as small animal positron emission tomography (PET) allow the repeated measurement of the same subject which is generally assumed to reduce the variability of the experimental outcome parameter and to produce more robust results. In this study, the variability of tracer uptake in the rodent brain was assessed within and between subjects using the established radiopharmaceuticals (18)F-FDG and (18)F-fallypride. Moreover, experimental factors with potential impact on study outcome were elicited, and the effect of their strict homogenization was assessed. METHODS: Brain standardized uptake values of rodents were compared between three PET scans of the same animal and scans of different individuals. (18)F-FDG ex vivo tissue sampling was performed under variation of the following experimental parameters: gender, age, cage occupancy, anesthetic protocol, environmental temperature during uptake phase, and tracer formulation. RESULTS: No significant difference of variability in (18)F-FDG or (18)F-fallypride brain or striatal uptake was identified between scans of the same and scans of different animals (COV = 14 ± 7% vs. 21 ± 10% for (18)F-FDG). (18)F-FDG brain uptake was robust regarding a variety of experimental parameters; only anesthetic protocols showed a significant impact. In contrast to a heterogenization approach, homogenization of groups produced more false positive effects in (18)F-FDG organ distribution showing a false positive rate of 9% vs. 6%. CONCLUSIONS: Repeated measurements of the same animal may not reduce data variability compared with measurements on different animals. Controlled heterogenization of test groups with regard to experimental parameters is advisable as it decreases the generation of false positive results and thus increases external validity of study outcome. Springer 2012-06-09 /pmc/articles/PMC3438085/ /pubmed/22682020 http://dx.doi.org/10.1186/2191-219X-2-26 Text en Copyright ©2012 Martic-Kehl et al.; licensee Springer. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Research
Martic-Kehl, Marianne Isabelle
Ametamey, Simon Mensah
Alf, Malte Frederick
Schubiger, Pius August
Honer, Michael
Impact of inherent variability and experimental parameters on the reliability of small animal PET data
title Impact of inherent variability and experimental parameters on the reliability of small animal PET data
title_full Impact of inherent variability and experimental parameters on the reliability of small animal PET data
title_fullStr Impact of inherent variability and experimental parameters on the reliability of small animal PET data
title_full_unstemmed Impact of inherent variability and experimental parameters on the reliability of small animal PET data
title_short Impact of inherent variability and experimental parameters on the reliability of small animal PET data
title_sort impact of inherent variability and experimental parameters on the reliability of small animal pet data
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3438085/
https://www.ncbi.nlm.nih.gov/pubmed/22682020
http://dx.doi.org/10.1186/2191-219X-2-26
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