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EpiProfile2.0_Family

EpiProfile 2.0: A Computational Platform for Processing Epi-Proteomics Mass Spectrometry Data

Summary

Epigenetic marks, mostly DNA methylation and histone post-translational modifications (PTMs), play important roles in chromatin structure and function. Accurate quantification of these marks is an ongoing challenge due to the variety of modifications and their wide dynamic range of abundance. We present EpiProfile 2.0, an extended version of our 2015 software (v1.0) for the enhanced quantification of histone peptides based on LC-MS/MS analysis. The unique features of EpiProfile 2.0 are discriminating the mixture of isobaric peptides and determining the retention time of modified peptides for all histones through data-independent acquisition (DIA). Various applications of EpiProfile 2.0 include different acquisition methods (i.e. DIA and DDA) and different sample preparations (e.g. label-free or isotopic labeling), source organisms, histone mutations, different derivatization strategies, and low-abundance PTMs (such as acyl-derived modifications). Being the first software of its kind we anticipate that EpiProfile 2.0 will play a fundamental role in epigenetic studies relevant to biology and translational medicine.

Methods

The details of each version of EpiProfile 2.0 are shown as below.

EpiProfile2.0_1Basic

Support Human (norganism=1) and Mouse (norganism=2)
Support label-free quantification (nsource=1), SILAC (Arg10 (nsource=2, nsubtype=0), Lys8Arg10 (nsource=2, nsubtype=1)), C13 on acetylation group (nsource=3), N15 labeling on amino acids (nsource=4), 13CD3 on methylation group and Methionine (nsource=5)
Automatically determine the MS method (e.g. acquisition – DIA or DDA, fragmentation – CID, HCD, or ETD, resolution of MS1 – high or low, length of gradient)
('norganism', 'nsource', and 'nsubtype' are parameters in the 'paras.txt' file under the folder of EpiProfile)

EpiProfile2.0_2Organisms

Support 11 additional species (i.e. Bos taurus, Caenorhabditis elegans, Harpegnathos saltator, Heterocephalus glaber, Neurospora crassa, Oxytricha trifallax, Theileria annulata, Plasmodium falciparum, Saccharomyces cerevisiae, Saccharum officinarum, and Xenopus laevis)

EpiProfile2.0_3Mutations

Support 30 known or predicted missense histone mutations (i.e. H33A29V_T32I, H33A15G, H33R17G, H33A29P, H33P121R, H33K27M, H33G34R, H33G34V, H33G34W, H33K36M, H31K27M, H33T45I, H33G90R, H33G33E, H33G34A, H33V35L, H33K36A, H33K36I, H33K36R, H33K36T, H33K36Q, H33K36E, H33K36Nle, H33K37E, H33K37Q, H33K37T, H33K37N, H33K37R, H31G34W, and H33K27R_G34R)

EpiProfile2.0_4Anhydrides

Suppport 1 derivatized chemical anhydride (phenyl isocyanate – PIC)

EpiProfile2.0_5Low-abundancePTMs

Support 4 low-abundance PTMs (i.e. H2AK13K15ub, H3K27acK36me, H3R17meR42me, and H3T3ph)
Support 27 acyl-CoA species or combinations for eight H3 peptides (i.e. 3−8, 9−17, 18−26, 27−40, 54−63, 64−69, 73−83, and 117−128) and seven H4 peptides (i.e. 4−17, 20−23, 24−35, 41−45, 56−67, 68−78, and 79−92)

If more requests for EpiProfile 2.0, please feel free to contact us (emails in the 'User Manual of EpiProfile.pdf' file).

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epiprofile2.0_family's Issues

The specific protocol for EpiProfile software installation and usage

I have tried to download the EpiProfile software on the website for several times in order to identify and make quantification of histone modification during experiment, but failed every time. Hence, I want to make aquisition of the method for EpiProfile software download, so as to make analysis of histone modification on my own. Thank you very much!

Peptides H4_03_24_35 and H4_68_78 not present in the output

Dear ZF Yuan,
As per title, in the histone_ratios.xls and histone_ratios_SILAC.xls peptides H4_03_24_35 and H4_68_78 are not present, in the sense that EpiProfile seems to 'skip' those peptides. I am using the 'EpiProfile2.0_pr_pic' version.
Thank you.
Best Regards,
A. Vai

Running Plasmodium samples

Dear Dr. Yuan,

Thanks for making the tool! It is awesome!

I have a difficulty running EpiProfile2.0_PlasmodiumFalciparum. I have Xcalibur and Matlab + necessary packages installed. When I run EpiProfile, it shows "convert RAW to MS1 and MS2" all the time (tested for > 5 hours on a powerful PC), without stopping or giving any error messages. When I check the working folder, I see that it creates MS1 and MS2 folders, MS1 contains one MS1 file, while MS2 is empty. I run 3 samples, but it seems that it is stuck in on the first sample. Do you know what could be the reason for that?

Assistance Needed for Adding Succinyl Modification in EpiProfile 2.2

Hello,

I am using EpiProfile 2.2 to analyze PTMs in histones. I am writing to request your assistance in adding the succinyl modification to the software. I have modified GetMods.m to include the necessary information for this modification, but I am unsure which other files need to be updated.

Your guidance on this matter would be greatly appreciated.

Best regards,
Rafael

Launching EpiProfile, quantifying different variants, and acylations

We are interested in quantifying histones and histone variants with their different modifications including ac, me, and different acylations from mice samples. We apply the label free quantification method.

For this, I have some questions:

1- From which specific folder shall I launch the Epiprofile.m file ? Does launching it from EpiProfile2.1_1Basic output results that meet our aim from using EpiProfile (i.e. does it account for all variants, for acylations beyond the acetylation?)

I modified the paras text file as follows:

[EpiProfile]
% the datapath of raw files
raw_path=C:\Users\hh268586\Downloads\raw

% 1: Human, 2: Mouse
norganism=2

% 1: histone_LFQ, 2: histone_SILAC, 3: histone_13CD3, 4: histone_15N, 5: histone_13C2, 6: histone_D3
nsource=1

% if histone_LFQ, 0: light only, 1: heavy R_no light, 2: heavy K and heavy R_no light
% if histone_SILAC, 0: heavy R, 1: heavy K and heavy R
% if histone_15N, 0: 14N light Mods, 1: 15N light Mods, 2: 14N heavy Mods, 3: 15N heavy Mods, 4: 0+1, 5: 0+3
nsubtype=0

2- I identified histones peptides containing H3K27ac and Epiprofile quantifies this PTM as zero, can you please highlight the problem in the parameter file, maybe?

Here is the output files

https://drive.google.com/drive/folders/1mmgWJwAfcHKQQUaWwPv_MPsMmq_3POar?usp=sharing

Errors on EpiProfile2.1_1Basic

LC-MS_Liver_rep3
MS1 scans: 7910
MS2 scans: 63280
MS1 tol: 10 ppm: 13, 14, 15, 16, 17, 18, 30 ppm: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12,
Error using horzcat
Dimensions of arrays being concatenated are not consistent.

Error in get_nDAmode (line 60)
cur_ix = [0 cur_ix cycle_len];%#ok

Error in EpiProfile (line 53)
[nDAmodes,windows] = get_nDAmode(raw_path,raw_names,startmz);

Thanks

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