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Serum proteomic profiling for the early diagnosis of colorectal cancer
- Source :
- Journal of Cellular Biochemistry. 114:448-455
- Publication Year :
- 2012
- Publisher :
- Wiley, 2012.
-
Abstract
- No ideal serum biomarker currently exists for the early diagnosis of colorectal cancer (CRC). Magnetic bead-based fractionation coupled with MALDI-TOF MS was used to screen serum samples from CRC patients, healthy controls, and other cancer patients. A diagnostic model with five proteomic features (m/z 1778.97, 1866.16, 1934.65, 2022.46, and 4588.53) was generated using Fisher algorithm with best performance. The Fisher-based model could discriminate CRC patients from the controls with 100% (46/46) sensitivity and 100% (35/35) specificity in the training set, 95.6% (43/45) sensitivity and 83.3% (35/42) specificity in the test set. We further validated the model with 94.4% (254/269) sensitivity and 75.5% (83/110) specificity in the external independent group. In other cancers group, the Fisher-based model classified 25 of 46 samples (54.3%) as positive and the other 21 as negative. With FT-ICR-MS, the proteomic features of m/z 1778.97, 1866.16, 1934.65, and 2022.46, of which intensities decreased significantly in CRC, were identified as fragments of complement C3f. Therefore, the Fisher-based model containing five proteomic features was able to effectively differentiate CRC patients from healthy controls and other cancers with a high sensitivity and specificity, and may be CRC-specific. Serum complement C3f, which was significantly decreased in CRC group, may be relevant to the incidence of CRC. J. Cell. Biochem. 114: 448–455, 2013. © 2012 Wiley Periodicals, Inc.
- Subjects :
- Male
Proteomics
Oncology
medicine.medical_specialty
Colorectal cancer
Bioinformatics
Biochemistry
Complement C3f
Serum biomarkers
Internal medicine
Biomarkers, Tumor
medicine
Humans
Molecular Biology
Early Detection of Cancer
Proteomic Profiling
business.industry
Gene Expression Profiling
Incidence (epidemiology)
Cancer
Blood Proteins
Cell Biology
Middle Aged
medicine.disease
Serum samples
Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
Magnetic bead
Complement C3b
Female
Colorectal Neoplasms
business
Subjects
Details
- ISSN :
- 07302312
- Volume :
- 114
- Database :
- OpenAIRE
- Journal :
- Journal of Cellular Biochemistry
- Accession number :
- edsair.doi.dedup.....7fa6ae1895342f4ac20229c5934def38
- Full Text :
- https://doi.org/10.1002/jcb.24384