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updated USI example to mzQC v1.0 (#229)
* updated USI example to mzQC v1.0 * Update USI-example.mzQC fix validation issues * Some editing --------- Co-authored-by: Mathias Walzer <walzer@ebi.ac.uk> Co-authored-by: Wout Bittremieux <wout@bittremieux.be>
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--- | ||
layout: page | ||
title: "Integration of the Universal Spectrum Identifier (USI) in mzQC" | ||
permalink: /examples/adv_mzqc_usi/ | ||
--- | ||
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The mzQC format supports various QC metrics that can operate at the level of MS runs or individual spectra. | ||
One of the powerful features of mzQC is its compatibility with the [Universal Spectrum Identifier (USI)](https://www.psidev.info/usi), also developed by the Proteomics Standards Initiative. | ||
This compatibility allows mzQC to reference individual spectra explicitly and precisely within a larger dataset. | ||
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## Example: Computing the "spectra half-TIC" metric using USI | ||
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In this example, we demonstrate the calculation of the "spectra half-TIC" metric for multiple MS/MS spectra. | ||
The "spectra half-TIC" metric measures the minimal number of the most intense peaks needed to achieve half of the total ion current (TIC) of a spectrum. | ||
This metric helps in understanding the peak intensity distribution within a spectrum, where a lower value indicates a concentration of intensity in fewer peaks. | ||
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For this example, the calculation is limited to the first 10 MS/MS spectra. | ||
The results are formatted as a tabular metric where one column lists the USIs of the spectra and the other the computed fractional TIC values. | ||
This example emphasizes the utility of USIs for directly linking QC metrics to specific spectra in public databases like ProteomeXchange. | ||
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The JSON representation of the quality metric in the mzQC format includes: | ||
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```json | ||
"qualityMetrics": [ | ||
{ | ||
"accession": "MS:4000068", | ||
"name": "spectra half-TIC", | ||
"description": "The minimal proportion of peaks needed to account for at least 50% of the total ion current in each individual spectrum considered, recorded in a mandatory fraction column. Either USI or native spectrum identifier columns must be present as well.", | ||
"value": { | ||
"MS:1003063": [ | ||
"mzspec:PXD000966:CPTAC_CompRef_00_iTRAQ_01_2Feb12_Cougar_11-10-09:scan:2", | ||
"mzspec:PXD000966:CPTAC_CompRef_00_iTRAQ_01_2Feb12_Cougar_11-10-09:scan:7", | ||
"mzspec:PXD000966:CPTAC_CompRef_00_iTRAQ_01_2Feb12_Cougar_11-10-09:scan:29", | ||
"mzspec:PXD000966:CPTAC_CompRef_00_iTRAQ_01_2Feb12_Cougar_11-10-09:scan:31", | ||
"mzspec:PXD000966:CPTAC_CompRef_00_iTRAQ_01_2Feb12_Cougar_11-10-09:scan:34", | ||
"mzspec:PXD000966:CPTAC_CompRef_00_iTRAQ_01_2Feb12_Cougar_11-10-09:scan:43", | ||
"mzspec:PXD000966:CPTAC_CompRef_00_iTRAQ_01_2Feb12_Cougar_11-10-09:scan:45", | ||
"mzspec:PXD000966:CPTAC_CompRef_00_iTRAQ_01_2Feb12_Cougar_11-10-09:scan:48", | ||
"mzspec:PXD000966:CPTAC_CompRef_00_iTRAQ_01_2Feb12_Cougar_11-10-09:scan:50", | ||
"mzspec:PXD000966:CPTAC_CompRef_00_iTRAQ_01_2Feb12_Cougar_11-10-09:scan:51" | ||
], | ||
"UO:0000191": [ | ||
0.1134, | ||
0.1628, | ||
0.0536, | ||
0.1020, | ||
0.1042, | ||
0.0947, | ||
0.0784, | ||
0.1239, | ||
0.2593, | ||
0.1214 | ||
] | ||
} | ||
} | ||
] | ||
``` | ||
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The table pairs each spectrum's USI with its corresponding "spectra half-TIC" value. | ||
This format enables clear, unambiguous links between the QC data and the specific spectra, facilitating straightforward validation and further analysis. | ||
Spectrum references use USIs which provide a robust method to trace back to the exact source data in public repositories, enhancing transparency and reproducibility in proteomic research. | ||
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Each spectrum and its TIC contribution can be directly accessed and verified online, ensuring that researchers can easily validate and reproduce findings. | ||
For instance, the spectrum at USI [`mzspec:PXD000966:CPTAC_CompRef_00_iTRAQ_01_2Feb12_Cougar_11-10-09:scan:2`](https://www.ebi.ac.uk/pride/archive/usi?usi=mzspec:PXD000966:CPTAC_CompRef_00_iTRAQ_01_2Feb12_Cougar_11-10-09:scan:2) can be directly resolved and viewed on PRIDE. | ||
Additionally, the full mzQC file is available [here](https://github.com/HUPO-PSI/mzQC/tree/main/specification_documents/examples/adv_mzqc_usi.mzQC). |
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