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20251115 update block metadata #13
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| '@platforma-open/milaboratories.rarefaction': patch | ||
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| Block metadata updated. |
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| # Overview | ||||||||||||||||||
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| Rarefaction is a technique used to assess species richness from the results of sampling. Specifically, it is used to compare the clonal diversity of immune repertoires of different sizes. | ||||||||||||||||||
| Performs rarefaction analysis on clonotype data from immune receptor repertoires (TCR or BCR) to assess repertoire diversity and compare clonotype richness across samples with different sequencing depths. Rarefaction is a statistical technique that estimates the expected number of unique clonotypes as a function of sampling depth, enabling fair comparison of diversity between repertoires of different sizes. | ||||||||||||||||||
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| This block performs rarefaction analysis on clonotype data. It calculates the mean number of unique clonotypes for various subsampling depths for each sample, providing insight into the clonal richness of the repertoires. | ||||||||||||||||||
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| The analysis is based on a random subsampling of clonotypes from each repertoire at different depths. At each depth, the number of unique clonotypes is recorded. This process is repeated multiple times to generate a smooth rarefaction curve, which represents the expected number of unique clonotypes as a function of the number of sampled clonotypes. The shape of the curve can be used to compare the diversity of different repertoires. For example, a steeper curve indicates a higher diversity. | ||||||||||||||||||
| The block processes clonotype count data from VDJ processing blocks and performs random subsampling at multiple depths for each sample. At each subsampling depth, the number of unique clonotypes is recorded, and this process is repeated multiple times to generate smooth rarefaction curves representing the mean expected number of unique clonotypes. The shape and slope of these curves provide insights into repertoire diversity: steeper curves indicate higher diversity and suggest that additional sequencing would reveal more unique clonotypes, while plateauing curves indicate that most diversity has been captured at the current sequencing depth. | ||||||||||||||||||
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. This paragraph describes a sequence of steps. Using a list format would make the process clearer and easier for users to understand at a glance.
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The first sentence is quite long and dense. For better readability, consider breaking it into two separate sentences. This will help users quickly grasp the block's primary function and its application.