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EMBL BioImage Data Analysis

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@EntraCod @COSTprogramme @NEUBIAS_COST Yes everyone indeed. Thanks for the suggestion.
About 2 hours, 38 mins ago by: Kota Miura (@cmci_)

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RT @SimonFlyvbjerg: Fresh off Springer's open access press: "Bioimage Data Analysis Workflows" - the book! #BioImageAnalysis https://t.co
About 7 hours, 22 mins ago by: Kota Miura (@cmci_)

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@COSTprogramme @NEUBIAS_COST Thanks to the authors and editors: @perrinepgil Sébastien Tosi Julien Colombelli… https://t.co/GVlRWoqGxr
About 8 hours, 3 mins ago by: Kota Miura (@cmci_)

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Now online, "Bioimage Data Analysis Workflow". https://t.co/stW12drKaS Thanks to the support by @COSTprogramme ,… https://t.co/pgJck70nW6
About 8 hours, 10 mins ago by: Kota Miura (@cmci_)

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RT @Datascience__: Dynamic allocation of computational resources for deep learning-enabled cellular image analysis with Kubernetes https://…
About 3 days, 8 hours ago by: Kota Miura (@cmci_)

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RT @mariana_deniz: Many thanks to the @NEUBIAS_COST instructors and organizers for an exciting and stimulating course on image analysis 😁😁…
About 3 days, 13 hours ago by: Kota Miura (@cmci_)
documents:101021cbbpractical

CBB Predoc course, October 2010

Kota Miura, Centre for Molecular and Cellular Imaging, EMBL

Journal Club

… Maybe also

Practical

Theme title: Optimization of Analysis Strategy for Studying Microtubule Plolarity in Drosophila embryo

Regulation of cytoskeletal orientation is a basic mechanism for controlling cell polarity, and hence the dynamics of coordinated cell movment. We try to establish analysis protocol for studying microtubule orientation within Drosophila embryo as a first step to examine the role of MT orientation in tissue dynamics. For this, we use Microtubule binding protein EB1. This protein moves towards the plus end of microtubule, so we could know MT polarity by tracking EB1 movement.

Using sevral available tools for Quantification, find a best strategy for quantifying the microtubule polarity from EB1 labeled cells.

Tools:

Methods:

Drosophila EMbryo sequence was provided by Sasha Necakov @ Stefano De Renzis lab.

XY scale 1 pixel = 0.266 micrometrer

Time/Frame

We analyze movement of EB1 signal using three strategies with following steps:

  • Track them either manually or automatically.
  • Using coordinates, calculate the directon of EB1 movement (hence MT orientaiton)
  • Plot the results in histogram. Do some statistics.

Our aim is to plot a histogram of movement orientation, and test whether there is bias in the movement. Compare three tools, and find the best way to analyze the microtubule orientation.

Circular Statistics

Conversion of Cartesian Coordinates to Polar Coordinates

von Mises likelihood estimates

Data Plotting

documents/101021cbbpractical.txt · Last modified: 2016/05/24 05:46 (external edit)