4.1 Article

Proteomic patterns of colonic mucosal tissues delineate Crohn's colitis and ulcerative colitis

期刊

PROTEOMICS CLINICAL APPLICATIONS
卷 7, 期 7-8, 页码 541-549

出版社

WILEY-V C H VERLAG GMBH
DOI: 10.1002/prca.201200107

关键词

Colon tissue profiling; Crohn's colitis; Mass spectrometry; Ulcerative colitis

资金

  1. MMC/VICC/TSU [3U54 CA091405-09S1]
  2. MeTRC [5U54RR026140-03]
  3. Vanderbilt CTSA NCRR/NIH [1 UL1 RR024975]
  4. Research Foundation, American Society of Colon and Rectal Surgeons [LPG-086]
  5. Core Support [NIH/NCI-CA068485]
  6. DOD [W81XWH-05-1-0179, 5R01-GM58008]
  7. National Foundation for Cancer Research - NFCR Center for Proteomics and Drug Action [5P 30 DK58404-08]
  8. Silvio O. Conte Digestive Diseases Research Core Centers
  9. Cooperative Human Tissue Network (CHTN) [5U 01CA094664-09]
  10. Vanderbilt SPORE in GI Cancer [P50CA095103]

向作者/读者索取更多资源

PurposeAlthough Crohn's colitis (CC) and ulcerative colitis (UC) share several clinical features, they have different causes, mechanisms of tissue damage, and treatment options. Therefore, the accurate diagnosis is of paramount importance in terms of medical care. The distinction between CC/UC is made on the basis of clinical, radiologic, endoscopic, and pathologic interpretations but cannot be differentiated in up to 15% of inflammatory bowel disease patients. Correct management of this indeterminate colitis depends on the accuracy of future, and yet not known, destination diagnosis (CC/UC). Experimental designWe have developed a proteomic methodology that has the potential to discriminate between UC/CC. The histologic layers of 62 confirmed UC/CC tissues were analyzed using MALDI-MS for proteomic profiling. ResultsA Support Vector Machine algorithm consisting of 25 peaks was able to differentiate spectra from CC and UC with 76.9% spectral accuracy when using a leave-20%-out cross-validation. Application of the model to the entire dataset resulted in accurate classification of 19/26 CC patients and 36/36 UC patients when using a 2/3 correct cutoff. A total of 114 peaks were found to have Wilcoxin rank sum p-values of less than 0.05. Conclusion and clinical relevanceThis information may provide new avenues for the development of novel personalized therapeutic targets.

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