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A high-throughput method for unbiased quantitation and categorisation of nuclear morphology

Skinner, Benjamin M., Rathje, Claudia C., Bacon, Joanne, Johnson, Emma P. S., Larson, Erica L., Kopania, Emily E. K., Good, Jeffrey M., Yousafzai, G., Affara, Nabeel A., Ellis, Peter J.I. and others. (2019) A high-throughput method for unbiased quantitation and categorisation of nuclear morphology. Biology of Reproduction, 100 (5). pp. 1250-1260. ISSN 0006-3363. (doi:10.1093/biolre/ioz013)

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The physical arrangement of chromatin in the nucleus is cell type and species specific; a fact particularly evident in sperm, in which most of the cytoplasm has been lost. Analysis of the characteristic falciform (‘hook shaped’) sperm in mice is important in studies of sperm development, hybrid sterility, infertility and toxicology. However, quantification of sperm shape differences typically relies on subjective manual assessment, rendering comparisons within and between samples difficult. We have developed an analysis program for morphometric analysis of asymmetric nuclei and characterised the sperm of mice from a range of inbred, outbred and wild-derived mouse strains. We find that laboratory strains have elevated sperm shape variability both within and between samples in comparison to wild-derived inbred strains, and that sperm shape in F1 offspring from a cross between CBA and C57Bl6J strains is subtly affected by the direction of the cross. We further show that hierarchical clustering can discriminate distinct sperm shapes with greater efficiency and reproducibility than even experienced manual assessors, and is useful both to distinguish between samples and also to identify different morphological classes within a single sample. Our approach allows for the analysis of nuclear shape with unprecedented precision and scale and will be widely applicable to different species and different areas of biology.

Item Type: Article
DOI/Identification number: 10.1093/biolre/ioz013
Projects: [UNSPECIFIED] Customisable surface markers for the separation of X and Y bearing mammalian sperm
Uncontrolled keywords: sperm, quantitative morphometry, morphometrics, fertility, evolution, image analysis
Subjects: Q Science > QH Natural history > QH301 Biology
Q Science > QH Natural history > QH426 Genetics
Q Science > QH Natural history > QH581.2 Cell Biology
Divisions: Faculties > Sciences > School of Biosciences
Depositing User: Peter Ellis
Date Deposited: 05 Feb 2019 10:19 UTC
Last Modified: 07 Jun 2019 14:28 UTC
Resource URI: (The current URI for this page, for reference purposes)
Skinner, Benjamin M.:
Ellis, Peter J.I.:
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