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Added ability for ShapeMapper to isolate, process, and analyze N1/3 and N7-G mutations simultaneously. Additionally, made some minor changes to QC thresholds and functionality. See internals/changelog.md for in depth explanation of all changes to functionality.
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<!--- | ||
NOTE: | ||
If you're reading this, instead try opening README.html in a web browser | ||
or view this file from within the github repository website. | ||
This is a github-flavored markdown file not meant to be easily readable. | ||
--> | ||
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N7 mode | ||
======== | ||
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Overview | ||
-------- | ||
The --N7 option was added in v2.3 to allow processing and analysis of N7-G | ||
modifications induced under the experimental conditions specified for dms | ||
treatment - [DMSmode](docs/dmsmode.md). Traditionally, measurement and analysis | ||
of N7-G modifications on RNA has involved harsh biochemical processing separate | ||
from conventional N1/3 modification analysis. We have developed msDMS-MaP to | ||
allow simultaneous detection and analysis of both N1/3 and N7-G modifications. | ||
We have shown that N7-G reactivity is informative about RNA tertiary and quaternary | ||
structure. The N7-G reactivity analysis complements the traditional N1/3 reactivity | ||
analysis which is conventionally interpreted in the context of secondary structure. | ||
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Under the aformentioned experimental conditions, these N7-G modifications manifest | ||
as G>A mutations. Shapemapper isolates and processes these modifications in a | ||
channel separate from N1/3 modifications. When the --N7 flag is used, N7-G related | ||
information will be written to a profile.txtga file (and one or more .mutga files | ||
if the --output-parsed-mutations flag is used). Additionally, the N7-G data will | ||
be visualized alongside N1/3 data in the profile.pdf output file. | ||
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Experimental conditions | ||
------------------ | ||
see [DMSmode](docs/dmsmode.md) | ||
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Normalization | ||
------------- | ||
Please see [place publication here] for a detailed description of N7-G normalization. | ||
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Due to the way these sites are normalized, the raw rate has as inverse correlation | ||
with normalized reactivity. In other words, an N7-G position with a low raw rate will | ||
have a high normalized reactivity. We term sites with high normalized reactivity "protected". | ||
Additionally, N7-G reactivity normalization incorporates a log2 transformation. Thus, | ||
successive increments of 1 correspond to a "doubling" of the N7-G normalized reactivity. | ||
For example a normalized reactivity of 2 is twice as protected as a normalized reactivity of 1 | ||
due to the preceding log2 transformation. | ||
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Based on prior experiments, we have set thresholds to determine how protected each N7-G | ||
position is. Cutoffs have been set at 1.6 and 2.3 corresponding to bases which | ||
are protected and highly protected respectively. In the profiles.pdf data visualization | ||
unprotected bases (N reactivity < 1.6) are colored black, protected bases | ||
(1.6 <= N reactivity < 2.3) are colored pink, and highly protected bases (N reactivity >= 2.3) | ||
are colored purple. | ||
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Further Analysis | ||
------------------ | ||
Additional analysis of N7-G data may be performed in [RingMapper](https://github.com/Weeks-UNC/RingMapper), [DanceMapper](https://github.com/MustoeLab/DanceMapper), and [ArcPlot](https://github.com/MustoeLab/StructureAnalysisTools). | ||
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Each of these packages has functionality specific to N7-G data processing. | ||
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Citation and reference | ||
---------------------- | ||
Please cite Saleem and Miller et al, Journal To Be Determined, 202X, for publications using the --N7 option | ||
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Please cite Mitchell et al, Nucleic Acids Research, 2023, for publications using the --dms option | ||
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Bicine buffering conditions were first described in Mustoe et al, PNAS 2019 | ||
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