Need further clarifications on the return values of GenotypeCalls.py module

[plusmid]

Hi team, I have some questions on the "get_control_x_intensities()" method.

1. It returns a numpy array with a length of 23. What are these 23 numbers standing for? We can always see the control types and their values on GenomeStudio's control dashboard, such as DNP (High) | DNP (Bgnd) | Biotin (High) | Biotin (Bgnd) | Extension (A) | Extension (T) and so on.
2. Dose x_intensity stand for red channel values and y_intensity for green?
3. MethylationEpic Array has more control types than other genotyping arrays, dose it mean that it'll return a 23+ length of numpy array when apply get_control_x_intensities() to methylation array gtcs? If yes, could you specify their corresponding control types?
4. Are these return values the same as what we can see in GenomeStudio's control dashboard?

See below what I pulled out from 1 MethylationEpic gtc, Thanks in advance!

from IlluminaBeadArrayFiles import GenotypeCalls, BeadPoolManifest, code2genotype
import sys
gtc_file=r"C:\202309880087_R01C02.gtc"
GenotypeCalls(gtc_file).get_control_x_intensities()

array([22163, 1337, 1341, 1025, 45830, 48170, 3044, 4004, 1773,
1749, 1357, 2127, 1042, 1086, 1287, 972, 1075, 1241,
1435, 1055, 1209, 874, 1398], dtype=uint16)

GenotypeCalls(gtc_file).get_control_y_intensities()

array([ 1412, 1090, 17303, 775, 1341, 912, 32024, 31040, 741,
23807, 16977, 8654, 776, 721, 743, 684, 737, 758,
1904, 833, 1092, 562, 2295], dtype=uint16)

len(GenotypeCalls(gtc_file).get_control_y_intensities())

23

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[jjzieve]

Hi @plusmid, sorry for the late response. Can you contact [email protected] about these questions if you haven't done so? I don't know enough about the methylation GTCs to give satisfactory answers to all your questions.

[lefebvrf]

Hi @jjzieve , in my case:
len(gtc.get_control_y_intensities())
prints 92 with 4x repeated values
array([ 598, 598, 598, 598, 120, 120, 120, 120, 32832, 32832, 32832, 32832, 176, 176, 176, 176, 4271, 4271, 4271, 4271, 2853, 2853, 2853, 2853, 36280, 36280, 36280, 36280, 38271, 38271, 38271, 38271, 188, 188, 188, 188, 142, 142, 142, 142, 121, 121, 121, 121, 476, 476, 476, 476, 129, 129, 129, 129, 137, 137, 137, 137, 213, 213, 213, 213, 124, 124, 124, 124, 154, 154, 154, 154, 114, 114, 114, 114, 200, 200, 200, 200, 100, 100, 100, 100, 119, 119, 119, 119, 489, 489, 489, 489, 198, 198, 198, 198], dtype=uint16)

I am parsing a GTC generated with the lastest iaap-cli based on manifest GSA-24v3-0_A1.bpm.

I'm also not clear on how to relate the output of get_control_y_intensities() to the manifest bead probes (manifest.control_config), could one assume they are in the same order?

Should I contact tech support about this?

[jjzieve]

@lefebvrf The GTC description describes this a bit: https://github.com/Illumina/BeadArrayFiles/blob/develop/docs/GTC_File_Format_v5.pdf I don't know off the top of my head how many controls GSA has I would reach out to techsupport about that