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

Published version
Peer-reviewed

Type

Article

Change log

Authors

Rathje, Claudia 
Bacon, Joanne 
Johnson, Emma 
Larson, Erica 

Abstract

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.

Description

Keywords

fertility, image analysis, morphometrics, rodents, spermatogenesis, Algorithms, Animals, Cell Nucleus, Chromatin, Cytological Techniques, High-Throughput Screening Assays, Image Processing, Computer-Assisted, Infertility, Male, Male, Mice, Mice, Inbred BALB C, Mice, Inbred C57BL, Mice, Inbred CBA, Mice, Inbred DBA, Organelle Shape, Reproducibility of Results, Semen Analysis, Software, Species Specificity, Spermatozoa

Journal Title

Biology of Reproduction

Conference Name

Journal ISSN

1529-7268
1529-7268

Volume Title

Publisher

Society for the Study of Reproduction

Rights

Publisher's own licence
Sponsorship
Leverhulme Trust (RPG-337)
Biotechnology and Biological Sciences Research Council (BB/N000129/1)
Biotechnology and Biological Sciences Research Council (BB/L502443/1)