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Plasma Proteomics for Risk Prediction and Therapeutic Target Discovery in Crohn's Disease and Ulcerative Colitis
Xiaoqin Gan1, Yanjun Zhang1, Yuanyuan Zhang1
1Division of Nephrology, Nanfang Hospital, Southern Medical University, National Clinical Research Center for Kidney Disease, State Key Laboratory of Multi-organ Injury Prevention and Treatment, Guangdong Provincial Institute of Nephrology, Guangdong Provincial Key Laboratory of Renal Failure Research, Guangzhou 510515, China.
This study identified plasma proteins linked to Crohn's disease (CD) and ulcerative colitis (UC) risk. These proteins improve disease prediction and offer potential new drug targets for inflammatory bowel disease.
Area of Science:
- Gastroenterology
- Proteomics
- Genetics
Background:
- Inflammatory bowel disease (IBD), including Crohn's disease (CD) and ulcerative colitis (UC), poses a significant health burden.
- Identifying reliable biomarkers for early detection and risk stratification in IBD is crucial.
Purpose of the Study:
- To identify plasma proteins associated with incident CD and UC.
- To develop and validate predictive models for CD and UC risk using proteomic data.
- To uncover novel protein-based therapeutic targets for IBD.
Main Methods:
- Utilized large-scale proteomic profiling on plasma samples from UK Biobank participants (development and internal replication sets) and an external validation set.
- Employed two-sample Mendelian randomization (MR) to assess causal associations of identified proteins with CD and UC.
- Developed and validated proteomic-based risk prediction models, comparing their performance against traditional clinical models.
Main Results:
- Identified 49 and 34 proteins significantly associated with incident CD and UC risk, respectively, with findings replicated across datasets.
- MR analysis revealed causal roles for specific proteins in CD (TIMP1, TNFRSF10A, LTBR) and UC (CCL20, OSM, NOS2, CD300E).
- Proteomic models significantly enhanced CD and UC risk prediction (external validation C-indices: 0.94 for CD, 0.82 for UC) compared to clinical models alone.
Conclusions:
- Novel plasma proteins associated with CD and UC, supported by genetic evidence, represent potential therapeutic targets.
- Plasma proteomics substantially improves risk prediction for incident CD and UC.
- Findings open new avenues for IBD drug discovery and personalized risk assessment.
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