Dataset Information

Identification of a collagen marker in urine improves the detection of colorectal liver metastases

ABSTRACT: Previously, we reported that a combination of a collagen alpha-1(I) natural occurring peptide (NOP) AGPP(-OH)GEAGKP(-OH)GEQGVP(-OH)GDLGAP(-OH)GP (AGP) and serum carcinoembryonic antigen (CEA) has the potential to detect colorectal liver metastases (CRLM). The combined method needs to be adapted to increase the sensitivity and specificity before it can be implemented in the clinic. This mass spectrometry study aimed to identify additional collagen NOPs in urine to further increase the sensitivity and specificity of our previously published method and search for the most discriminating NOP panel. The new assay was developed based on urine samples from 100 healthy controls and 100 patients suffering from CRLM. Two additional NOPs were identified: GPPGEAGK(-OH)P(-OH)GEQGVP(-OH)GDLGAP(-OH)GP (GPP) originating from collagen alpha-1(I) and GNDGARGSDGQPGPP(-OH)GP(-OH)P(-OH)GTAGFP(-OH)GSP(-OH)GAK(-OH)GEVGP (GND) originating from collagen alpha-1(III). A molecular model combining NOPs (AGP, GPP, and GND) and CEA was generated. Molecules that did not contribute to the diagnostic power of the model were removed, resulting in a model only consisting of GND and CEA. In this model, 86% sensitivity and 84% specificity in the discovery set, and 92% sensitivity and 90% specificity in the validation set were reached. These percentages are significantly higher than the current model based on AGP and CEA (p=0.032). The performance of the new model is better than the currently used techniques in the clinic (e.g. CT-scan, ultrasound, serum CEA), which have a sensitivity between 57-70% and a specificity between 90-96%.

INSTRUMENT(S): Orbitrap Fusion Lumos

ORGANISM(S): Homo Sapiens (human)

TISSUE(S): Urine

DISEASE(S): Colon Cancer

SUBMITTER: Nick van Huizen

LAB HEAD: Theo M. Luider

PROVIDER: PXD013705 | Pride | 2019-11-15

REPOSITORIES: Pride

ACCESS DATA

Dataset's files

Source:

Items per page:

1 - 5 of 714

Publications

Identification of a Collagen Marker in Urine Improves the Detection of Colorectal Liver Metastases.

van Huizen Nick A NA van Rosmalen Joost J Dekker Lennard J M LJM Coebergh van den Braak Robert R J RRJ Verhoef Cornelis C IJzermans Jan N M JNM Luider Theo M TM

Journal of proteome research 20191126 1

Previously, we reported a combination of an urine collagen alpha-1(I) natural occurring peptide (NOP) AGPP(-OH)GEAGKP(-OH)GEQGVP(-OH)GDLGAP(-OH)GP (AGP) and serum carcinoembryonic antigen (CEA) to have the potential to detect colorectal liver metastasis (CRLM). The combined method requires further adaption for better sensitivity and specificity prior to clinical implementation. This mass spectrometry study aimed to identify additional collagen NOPs in urine and determine the most discriminating ...[more]

PMID: 31721589

Similar Datasets

Project description:Differentially methylated oral squamous cell carcinoma (OSCC) biomarkers, identified in-vitro and validated in well-characterized surgical specimens, have shown poor clinical correlation in cohorts with different risk profiles. To overcome this lack of relevance we used the HumanMethylation27 BeadChip, publicly available methylation and expression array data, and Quantitative Methylation Specific PCR to uncover differential methylation in OSCC clinical samples with heterogeneous risk profiles. A two stage-design consisting of Discovery and Prevalence screens was used to identify differential promoter methylation and deregulated pathways in patients diagnosed with OSCC and head and neck squamous cell carcinoma. Promoter methylation of KIF1A (k=0.64), HOXA9 (k=0.60), NID2 (k=0.60), and EDNRB (k=0.60) had a moderate to substantial agreement with clinical diagnosis in the Discovery screen. HOXA9 had 68% sensitivity, 100% specificity and a 0.81 AUC. NID2 had 71% sensitivity, 100% specificity and a 0.79 AUC. In the Prevalence screen HOXA9 (k=0.82) and NID2 (k=0.80) had an almost perfect agreement with histologic diagnosis. HOXA9 had 85% sensitivity, 97% specificity and a 0.95 AUC. NID2 had 87% sensitivity, 95% specificity and a 0.91 AUC. A HOXA9 and NID2 gene panel had 94% sensitivity, 97% specificity and a 0.97 AUC. In saliva from OSCC cases and controls HOXA9 had 75% sensitivity, 53% specificity and a 0.75 AUC. NID2 had 87% sensitivity, 21% specificity and a 0.73 AUC. This Phase I Biomarker Development Trial identified a panel of differentially methylated genes in normal and OSCC clinical samples from patients with heterogeneous risk profiles. This panel may be useful for early detection and cancer prevention studies. The 12 samples analyzed comprise equal numbers of three tissue-types: Primary oral squamous cell carcinoma, Oral leukoplakia and Normal oral mucosa. Gender, age and smoking-status were approximately equally represented in these goups. Normal oral mucosa served as a control.

			Action	DRS
	Validation-CRLM-24.dat	Other
	Validation-CRLM-24.mgf	Mgf
	Validation-CRLM-24.raw	Raw
	Validation-CRLM-25.dat	Other
	Validation-CRLM-25.mgf	Mgf