Proteomics

Dataset Information

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Impact of local air pressure on ion mobilities and data consistency in diaPASEF-based high throughput proteomics


ABSTRACT: Data-independent acquisition (DIA) on ion mobility – TOF hybrid mass spectrometers enables deep proteome coverage and high data completeness in large-scale proteomics studies. For advanced acquisition schemes such as parallel accumulation serial fragmentation-based DIA (diaPASEF) stability of ion mobility (1/K0) over time is crucial for consistent data quality. We found that minor changes in environmental air pressure systematically affect vacuum pressure in the TIMS analyzer, causing ion mobility shifts. By comparing experimental ion mobilities with historical weather data, we attributed observed drifts to daily fluctuations in ground air pressure. These drifts negatively impact peptide quantification across consecutively acquired samples due to drift-dependent abundance changes and increased missing values for ions located at the boundaries of diaPASEF isolation windows, which cannot be corrected by post-processing. To address this, we applied an in-batch mobility autocalibration feature on a run-wise basis, leading to full elimination of ion mobility drifts.

INSTRUMENT(S): timsTOF Pro 2

ORGANISM(S): Homo Sapiens (human)

TISSUE(S): Monocyte, Blood

SUBMITTER: Sascha Knecht  

LAB HEAD: Nico Zinn

PROVIDER: PXD056492 | Pride | 2025-01-24

REPOSITORIES: pride

Dataset's files

Source:
Action DRS
A_96_samples_study_raw_data.zip Other
A_library_annotated.tsv Tabular
A_report.tsv Tabular
B_192_sample_study_raw_data_part_1.zip Other
B_192_sample_study_raw_data_part_2.zip Other
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