Cargando…

Preclinical trials in Alzheimer’s disease: Sample size and effect size for behavioural and neuropathological outcomes in 5xFAD mice

5xFAD transgenic (TG) mice are used widely in AD preclinical trials; however, data on sample sizes are largely unaddressed. We therefore performed estimates of sample sizes and effect sizes for typical behavioural and neuropathological outcome measures in TG 5xFAD mice, based upon data from single-s...

Descripción completa

Detalles Bibliográficos
Autores principales: Faisal, Mahvish, Aid, Jana, Nodirov, Bekzod, Lee, Benjamin, Hickey, Miriam A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10085059/
https://www.ncbi.nlm.nih.gov/pubmed/37036878
http://dx.doi.org/10.1371/journal.pone.0281003
_version_ 1785021856182435840
author Faisal, Mahvish
Aid, Jana
Nodirov, Bekzod
Lee, Benjamin
Hickey, Miriam A.
author_facet Faisal, Mahvish
Aid, Jana
Nodirov, Bekzod
Lee, Benjamin
Hickey, Miriam A.
author_sort Faisal, Mahvish
collection PubMed
description 5xFAD transgenic (TG) mice are used widely in AD preclinical trials; however, data on sample sizes are largely unaddressed. We therefore performed estimates of sample sizes and effect sizes for typical behavioural and neuropathological outcome measures in TG 5xFAD mice, based upon data from single-sex (female) groups. Group-size estimates to detect normalisation of TG body weight to WT littermate levels at 5.5m of age were N = 9–15 depending upon algorithm. However, by 1 year of age, group sizes were small (N = 1 –<6), likely reflecting the large difference between genotypes at this age. To detect normalisation of TG open-field hyperactivity to WT levels at 13-14m, group sizes were also small (N = 6–8). Cued learning in the Morris water maze (MWM) was normal in Young TG mice (5m of age). Mild deficits were noted during MWM spatial learning and memory. MWM reversal learning and memory revealed greater impairment, and groups of up to 22 TG mice were estimated to detect normalisation to WT performance. In contrast, Aged TG mice (tested between 13 and 14m) failed to complete the visual learning (non-spatial) phase of MWM learning, likely due to a failure to recognise the platform as an escape. Estimates of group size to detect normalisation of this severe impairment were small (N = 6–9, depending upon algorithm). Other cognitive tests including spontaneous and forced alternation and novel-object recognition either failed to reveal deficits in TG mice or deficits were negligible. For neuropathological outcomes, plaque load, astrocytosis and microgliosis in frontal cortex and hippocampus were quantified in TG mice aged 2m, 4m and 6m. Sample-size estimates were ≤9 to detect the equivalent of a reduction in plaque load to the level of 2m-old TG mice or the equivalent of normalisation of neuroinflammation outcomes. However, for a smaller effect size of 30%, larger groups of up to 21 mice were estimated. In light of published guidelines on preclinical trial design, these data may be used to provide provisional sample sizes and optimise preclinical trials in 5xFAD TG mice.
format Online
Article
Text
id pubmed-10085059
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-100850592023-04-11 Preclinical trials in Alzheimer’s disease: Sample size and effect size for behavioural and neuropathological outcomes in 5xFAD mice Faisal, Mahvish Aid, Jana Nodirov, Bekzod Lee, Benjamin Hickey, Miriam A. PLoS One Research Article 5xFAD transgenic (TG) mice are used widely in AD preclinical trials; however, data on sample sizes are largely unaddressed. We therefore performed estimates of sample sizes and effect sizes for typical behavioural and neuropathological outcome measures in TG 5xFAD mice, based upon data from single-sex (female) groups. Group-size estimates to detect normalisation of TG body weight to WT littermate levels at 5.5m of age were N = 9–15 depending upon algorithm. However, by 1 year of age, group sizes were small (N = 1 –<6), likely reflecting the large difference between genotypes at this age. To detect normalisation of TG open-field hyperactivity to WT levels at 13-14m, group sizes were also small (N = 6–8). Cued learning in the Morris water maze (MWM) was normal in Young TG mice (5m of age). Mild deficits were noted during MWM spatial learning and memory. MWM reversal learning and memory revealed greater impairment, and groups of up to 22 TG mice were estimated to detect normalisation to WT performance. In contrast, Aged TG mice (tested between 13 and 14m) failed to complete the visual learning (non-spatial) phase of MWM learning, likely due to a failure to recognise the platform as an escape. Estimates of group size to detect normalisation of this severe impairment were small (N = 6–9, depending upon algorithm). Other cognitive tests including spontaneous and forced alternation and novel-object recognition either failed to reveal deficits in TG mice or deficits were negligible. For neuropathological outcomes, plaque load, astrocytosis and microgliosis in frontal cortex and hippocampus were quantified in TG mice aged 2m, 4m and 6m. Sample-size estimates were ≤9 to detect the equivalent of a reduction in plaque load to the level of 2m-old TG mice or the equivalent of normalisation of neuroinflammation outcomes. However, for a smaller effect size of 30%, larger groups of up to 21 mice were estimated. In light of published guidelines on preclinical trial design, these data may be used to provide provisional sample sizes and optimise preclinical trials in 5xFAD TG mice. Public Library of Science 2023-04-10 /pmc/articles/PMC10085059/ /pubmed/37036878 http://dx.doi.org/10.1371/journal.pone.0281003 Text en © 2023 Faisal 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
Faisal, Mahvish
Aid, Jana
Nodirov, Bekzod
Lee, Benjamin
Hickey, Miriam A.
Preclinical trials in Alzheimer’s disease: Sample size and effect size for behavioural and neuropathological outcomes in 5xFAD mice
title Preclinical trials in Alzheimer’s disease: Sample size and effect size for behavioural and neuropathological outcomes in 5xFAD mice
title_full Preclinical trials in Alzheimer’s disease: Sample size and effect size for behavioural and neuropathological outcomes in 5xFAD mice
title_fullStr Preclinical trials in Alzheimer’s disease: Sample size and effect size for behavioural and neuropathological outcomes in 5xFAD mice
title_full_unstemmed Preclinical trials in Alzheimer’s disease: Sample size and effect size for behavioural and neuropathological outcomes in 5xFAD mice
title_short Preclinical trials in Alzheimer’s disease: Sample size and effect size for behavioural and neuropathological outcomes in 5xFAD mice
title_sort preclinical trials in alzheimer’s disease: sample size and effect size for behavioural and neuropathological outcomes in 5xfad mice
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10085059/
https://www.ncbi.nlm.nih.gov/pubmed/37036878
http://dx.doi.org/10.1371/journal.pone.0281003
work_keys_str_mv AT faisalmahvish preclinicaltrialsinalzheimersdiseasesamplesizeandeffectsizeforbehaviouralandneuropathologicaloutcomesin5xfadmice
AT aidjana preclinicaltrialsinalzheimersdiseasesamplesizeandeffectsizeforbehaviouralandneuropathologicaloutcomesin5xfadmice
AT nodirovbekzod preclinicaltrialsinalzheimersdiseasesamplesizeandeffectsizeforbehaviouralandneuropathologicaloutcomesin5xfadmice
AT leebenjamin preclinicaltrialsinalzheimersdiseasesamplesizeandeffectsizeforbehaviouralandneuropathologicaloutcomesin5xfadmice
AT hickeymiriama preclinicaltrialsinalzheimersdiseasesamplesizeandeffectsizeforbehaviouralandneuropathologicaloutcomesin5xfadmice