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Quantitative Analysis of Single Amino Acid Variant Peptides Associated with Pancreatic Cancer in Serum by an Isobaric Labeling Quantitative Method
- Source :
- Journal of Proteome Research
- Publication Year :
- 2014
- Publisher :
- American Chemical Society, 2014.
-
Abstract
- Single amino acid variations are highly associated with many human diseases. The direct detection of peptides containing single amino acid variants (SAAVs) derived from nonsynonymous single nucleotide polymorphisms (SNPs) in serum can provide unique opportunities for SAAV associated biomarker discovery. In the present study, an isobaric labeling quantitative strategy was applied to identify and quantify variant peptides in serum samples of pancreatic cancer patients and other benign controls. The largest number of SAAV peptides to date in serum including 96 unique variant peptides were quantified in this quantitative analysis, of which five variant peptides showed a statistically significant difference between pancreatic cancer and other controls (p-value < 0.05). Significant differences in the variant peptide SDNCEDTPEAGYFAVAVVK from serotransferrin were detected between pancreatic cancer and controls, which was further validated by selected reaction monitoring (SRM) analysis. The novel biomarker panel obtained by combining α-1-antichymotrypsin (AACT), Thrombospondin-1 (THBS1) and this variant peptide showed an excellent diagnostic performance in discriminating pancreatic cancer from healthy controls (AUC = 0.98) and chronic pancreatitis (AUC = 0.90). These results suggest that large-scale analysis of SAAV peptides in serum may provide a new direction for biomarker discovery research.
- Subjects :
- Nonsynonymous substitution
Adult
Male
Proteomics
Proteome
pancreatic cancer
Molecular Sequence Data
Mutation, Missense
Peptide
Single-nucleotide polymorphism
Enzyme-Linked Immunosorbent Assay
Biology
Biochemistry
Polymorphism, Single Nucleotide
Article
Young Adult
Tandem Mass Spectrometry
Pancreatic cancer
medicine
Biomarkers, Tumor
Humans
Amino Acid Sequence
Biomarker discovery
Peptide sequence
Aged
chemistry.chemical_classification
Aged, 80 and over
Reproducibility of Results
General Chemistry
Middle Aged
medicine.disease
Molecular biology
3. Good health
Pancreatic Neoplasms
Isobaric labeling
single amino acid variant
chemistry
ROC Curve
Isotope Labeling
Biomarker (medicine)
biomarker
Female
isobaric labeling
Peptides
serum
Chromatography, Liquid
Subjects
Details
- Language :
- English
- ISSN :
- 15353907 and 15353893
- Volume :
- 13
- Issue :
- 12
- Database :
- OpenAIRE
- Journal :
- Journal of Proteome Research
- Accession number :
- edsair.doi.dedup.....11210222354bf45be2b7ddd303246bfd