QuantifyPolarity, a new tool-kit for measuring planar polarized protein distributions and cell properties in developing tissues.
Cell geometry
Image analysis
PCP
Planar polarity
Journal
Development (Cambridge, England)
ISSN: 1477-9129
Titre abrégé: Development
Pays: England
ID NLM: 8701744
Informations de publication
Date de publication:
01 09 2021
01 09 2021
Historique:
received:
24
11
2020
accepted:
26
07
2021
pubmed:
6
8
2021
medline:
9
11
2021
entrez:
5
8
2021
Statut:
ppublish
Résumé
The coordination of cells or structures within the plane of a tissue is known as planar polarization. It is often governed by the asymmetric distribution of planar polarity proteins within cells. A number of quantitative methods have been developed to provide a readout of planar polarized protein distributions. However, previous planar polarity quantification methods can be affected by variation in cell geometry. Hence, we developed a novel planar polarity quantification method based on Principal Component Analysis (PCA) that is shape insensitive. Here, we compare this method with other state-of-the-art methods on simulated models and biological datasets. We found that the PCA method performs robustly in quantifying planar polarity independently of variation in cell geometry and other image conditions. We designed a user-friendly graphical user interface called QuantifyPolarity, equipped with three polarity methods for automated quantification of polarity. QuantifyPolarity also provides tools to quantify cell morphology and packing geometry, allowing the relationship of these characteristics to planar polarization to be investigated. This tool enables experimentalists with no prior computational expertise to perform high-throughput cell polarity and shape analysis automatically and efficiently.
Identifiants
pubmed: 34351416
pii: 272072
doi: 10.1242/dev.198952
pmc: PMC8451067
pii:
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Subventions
Organisme : Wellcome Trust
Pays : United Kingdom
Organisme : Biotechnology and Biological Sciences Research Council
ID : BB/R016925/1
Pays : United Kingdom
Organisme : Wellcome Trust
ID : 100986/Z/13/Z
Pays : United Kingdom
Organisme : Wellcome Trust
ID : 210630/Z/18/Z
Pays : United Kingdom
Informations de copyright
© 2021. Published by The Company of Biologists Ltd.
Déclaration de conflit d'intérêts
Competing interests The authors declare no competing or financial interests.
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