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Abstract / Description of output
Objective: Acute Pancreatitis (AP) is sudden onset pancreas inflammation that causes systemic injury with a wide and markedly heterogeneous range of clinical consequences. Here, we hypothesised that this observed clinical diversity corresponds to diversity in molecular subtypes that can be identified in clinical and multi-omics data.
Summary Background data: Observational cohort study. n=57 for the discovery cohort (clinical, transcriptomics, proteomics and metabolomics data) and n=312 for the validation cohort (clinical and metabolomics data).
Methods: We integrated co-incident transcriptomics, proteomics, and metabolomics data at serial time points between admission to hospital and up to 48 hours after recruitment from a cohort of patients presenting with acute pancreatitis. We systematically evaluated four different metrics for patient similarity using unbiased mathematical, biological and clinical measures of internal and external validity. We next compared the AP molecular endotypes with previous descriptions of endotypes in a critically ill population with acute respiratory distress syndrome (ARDS).
Results: Our results identify four distinct and stable AP molecular endotypes. We validated our findings in a second independent cohort of patients with AP.
We observed that two endotypes in AP recapitulate disease endotypes previously reported in ARDS.
Conclusions: Our results show that molecular endotypes exist in AP and reflect biological patterns that are also present in ARDS, suggesting that generalisable patterns exist in diverse presentations of critical illness.
Summary Background data: Observational cohort study. n=57 for the discovery cohort (clinical, transcriptomics, proteomics and metabolomics data) and n=312 for the validation cohort (clinical and metabolomics data).
Methods: We integrated co-incident transcriptomics, proteomics, and metabolomics data at serial time points between admission to hospital and up to 48 hours after recruitment from a cohort of patients presenting with acute pancreatitis. We systematically evaluated four different metrics for patient similarity using unbiased mathematical, biological and clinical measures of internal and external validity. We next compared the AP molecular endotypes with previous descriptions of endotypes in a critically ill population with acute respiratory distress syndrome (ARDS).
Results: Our results identify four distinct and stable AP molecular endotypes. We validated our findings in a second independent cohort of patients with AP.
We observed that two endotypes in AP recapitulate disease endotypes previously reported in ARDS.
Conclusions: Our results show that molecular endotypes exist in AP and reflect biological patterns that are also present in ARDS, suggesting that generalisable patterns exist in diverse presentations of critical illness.
Original language | English |
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Article number | n/a |
Journal | Annals of Surgery |
Volume | n/a |
Issue number | n/a |
Early online date | 2 Jun 2020 |
DOIs | |
Publication status | E-pub ahead of print - 2 Jun 2020 |
Keywords / Materials (for Non-textual outputs)
- acute pancreatitis
- cluster analysis
- critical illness trajectory
- endotypes
- multiomics
- time series
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Dive into the research topics of 'Molecular patterns in acute pancreatitis reflect generalisable endotypes of the host response to systemic injury in humans'. Together they form a unique fingerprint.Projects
- 2 Finished
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Identification and characterisation of host factors underlying susceptibility to influenza
1/08/14 → 1/02/20
Project: Research
Profiles
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Damian Mole
- Deanery of Clinical Sciences - 1777 Chair of Surgery
- Edinburgh Imaging
- Centre for Inflammation Research
Person: Academic: Research Active