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Nucleic Acids Research
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mtFociCounter for automated single-cell mitochondrial nucleoid quantification and reproducible foci analysis

Authors: Timo, Rey; Carlos, Tabara Luis; Julien, Prudent; Michal, Minczuk;

mtFociCounter for automated single-cell mitochondrial nucleoid quantification and reproducible foci analysis

Abstract

Abstract Mitochondrial DNA (mtDNA) encodes the core subunits for OXPHOS and is essential in eukaryotes. mtDNA is packed into distinct foci (nucleoids) inside mitochondria, and the number of mtDNA differs between cell-types, and is affected in several human diseases. Today, common protocols estimate per-cell mtDNA-molecule numbers by sequencing or qPCR from bulk samples. However, this does not allow insight into cell-to-cell heterogeneity and can mask phenotypical sub-populations. Here, we present mtFociCounter , a single-cell image-analysis tool for reproducible quantification of nucleoids and other foci. mtFociCounter is a light-weight, open-source freeware and overcomes current limitations to reproducible single-cell analysis of mitochondrial foci. We demonstrate its use by analysing 2165 single fibroblasts, and observe a large cell-to-cell heterogeneity in nucleoid numbers. In addition, mtFociCounter quantifies mitochondrial content and our results show good correlation (R=0.90) between nucleoid number and mitochondrial area, and we find nucleoid density is less variable than nucleoid numbers in wild-type cells. Finally, we demonstrate mtFociCounter readily detects differences in foci numbers upon sample-treatment, and applies to superresolution microscopy. Together, we present mtFociCounter as a solution to reproducibly quantify cellular foci in single cells and our results highlight the importance of accounting for cell-to-cell variance and mitochondrial context in mitochondrial nucleoid analysis.

Country
United Kingdom
Keywords

Microscopy, mtDNA, nucleoids, DNA, Mitochondrial, Mitochondria, mitochondria, image analysis, Methods, mtFociCounter, Humans, Single-Cell Analysis

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
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4
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