Scientific Reports · 2016 · 31 citations · 26 references
MedicineOncologyPathologyMolecular OncologyNeoplasiaProteomicsCancer BiomarkersCancer Early DetectionEsophageal CancerMalignant NeoplasmsSquamous Cell CarcinomaTumor MarkersCirculating Tumor Protein BiomarkersEarly Cancer Detection MarkersMicroarray AnalysisMicroarray ImmunoassayNoninvasive BiomarkersSquamous Cell Carcinoma Pathology
This study aimed to identify noninvasive protein markers capable of detecting the presence and prognosis of esophageal squamous-cell carcinoma (ESCC). Analyzing microarray expression data collected from 17-pair ESCC specimens, we identified one protein, matrix metalloproteinase-1 (MMP1), as a possibly useful marker. Plasma MMP1 was then measured by enzyme-linked immunosorbent assay (ELISA) in 210 ESCC patients and 197 healthy controls. ESCC patients had higher mean levels of MMP1 than controls (8.7 ± 7.5 vs. 6.7 ± 4.9 ng/mL, p < 0.0001). Using the highest quartile level (9.67 ng/mL) as cut-off, we found a 9.0-fold risk of ESCC in those with higher plasma MMP1 after adjusting for covariates (95% confidence interval = 2.2, 36.0). Heavy smokers and heavy drinkers with higher plasma MMP1 had 61.4- and 31.0 times the risk, respectively, than non-users with lower MMP1. In the survival analysis, compared to those with MMP1 ≤ 9.67 ng/mL, ESCC patients with MMP1 > 9.67 ng/mL had a 48% increase in the risk of ESCC death (adjusted hazard ratio = 1.48; 95% CI = 1.04-2.10). In conclusion, plasma MMP1 may serve as a noninvasive marker of detecting the presence and predicting the survival of ESCC.
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Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text
Ahmedin Jemal, Freddie Bray, Jacques Ferlay et al. · CA A Cancer Journal for Clinicians · 2011 · 55K citations · Full text
Interstitial collagenases as markers of tumor progression.
Constance Brinckerhoff, Joni L. Rutter, Ulrike Benbow · PubMed · 2000 · 335 citations