High-throughput mass spectrometry maps the sepsis plasma proteome and differences in patient response.
Yuxin MiKatie L BurnhamPhilip D CharlesRaphael HeiligIolanda VendrellJustin P WhalleyHew D TorranceDavid Benjamin AntcliffeShaun M MayMatthew J NevilleGeorgina BerridgePaula HuttonCyndi G GeogheganJayachandran RadhakrishnanAlexey I NesvizhskiiFengchao Yunull nullEmma E DavenportStuart McKechnieRoger DaviesDavid J P O'CallaghanParind PatelAna Gutierrez Del ArroyoFredrik KarpeAnthony C GordonGareth L AcklandCharles J HindsRoman FischerJulian C KnightPublished in: Science translational medicine (2024)
Sepsis, the dysregulated host response to infection causing life-threatening organ dysfunction, is a global health challenge requiring better understanding of pathophysiology and new therapeutic approaches. Here, we applied high-throughput tandem mass spectrometry to delineate the plasma proteome for sepsis and comparator groups (noninfected critical illness, postoperative inflammation, and healthy volunteers) involving 2612 samples (from 1611 patients) and 4553 liquid chromatography-mass spectrometry analyses acquired through a single batch of continuous measurements, with a throughput of 100 samples per day. We show how this scale of data can delineate proteins, pathways, and coexpression modules in sepsis and be integrated with paired leukocyte transcriptomic data (837 samples from n = 649 patients). We mapped the plasma proteomic landscape of the host response in sepsis, including changes over time, and identified features relating to etiology, clinical phenotypes (including organ failures), and severity. This work reveals subphenotypes informative for sepsis response state, disease processes, and outcome; identifies potential biomarkers; and advances opportunities for a precision medicine approach to sepsis.
Keyphrases
- liquid chromatography
- septic shock
- mass spectrometry
- acute kidney injury
- intensive care unit
- tandem mass spectrometry
- high throughput
- end stage renal disease
- high performance liquid chromatography
- ejection fraction
- gas chromatography
- high resolution mass spectrometry
- chronic kidney disease
- newly diagnosed
- ultra high performance liquid chromatography
- global health
- single cell
- high resolution
- oxidative stress
- simultaneous determination
- public health
- electronic health record
- machine learning
- gene expression
- big data
- patients undergoing
- patient reported
- network analysis
- anaerobic digestion