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A multianalyte PCR blood test outperforms single analyte ELISAs (chromogranin A, pancreastatin, neurokinin A) for neuroendocrine tumor detection.
- Source :
-
Endocrine-related cancer [Endocr Relat Cancer] 2014 Aug; Vol. 21 (4), pp. 615-28. - Publication Year :
- 2014
-
Abstract
- A critical requirement in neuroendocrine tumor (NET) management is a sensitive, specific and reproducible blood biomarker test. We evaluated a PCR-based 51 transcript signature (NETest) and compared it to chromogranin A (CgA), pancreastatin (PST) and neurokinin A (NKA). The multigene signature was evaluated in two groups: i) a validation set of 40 NETs and controls and ii) a prospectively collected group of NETs (n=41, 61% small intestinal, 50% metastatic, 44% currently treated and 41 age-sex matched controls). Samples were analyzed by a two-step PCR (51 marker genes) protocol and ELISAs for CgA, PST and NKA. Sensitivity comparisons included χ(2), non-parametric measurements, ROC curves and predictive feature importance (PFAI) analyses. NETest identified 38 of 41 NETs. Performance metrics were: sensitivity 92.8%, specificity 92.8%, positive predictive value 92.8% and negative predictive value 92.8%. Single analyte ELISA metrics were: CgA 76, 59, 65, and 71%; PST 63, 56, 59, and 61% and NKA 39, 93, 84, and 60%. The AUCs (ROC analysis) were: NETest: 0.96±0.025, CgA: 0.67±0.06, PST 0.56±0.06, NKA: 0.66±0.06. NETest significantly outperformed single analyte tests (area differences: 0.284-0.403, Z-statistic 4.85-5.9, P<0.0001). PFAI analysis determined NETest had most value (69%) in diagnosis (CgA (13%), PST (9%), and NKA (9%)). Test data were consistent with the validation set (NETest >95% sensitivity and specificity, AUC =0.98 vs single analytes: 59-67% sensitivity, AUCs: 0.58-0.63). The NETest is significantly more sensitive and efficient (>93%) than single analyte assays (CgA, PST or NKA) in NET diagnosis. Blood-based multigene analytic measurement will facilitate early detection of disease recurrence and can predict therapeutic efficacy.<br /> (© 2014 Society for Endocrinology.)
- Subjects :
- Adult
Aged
Enzyme-Linked Immunosorbent Assay
Female
Hematologic Tests
Humans
Male
Middle Aged
Neuroendocrine Tumors diagnosis
Polymerase Chain Reaction
Reproducibility of Results
Biomarkers, Tumor blood
Chromogranin A blood
Neuroendocrine Tumors blood
Neurokinin A blood
Pancreatic Hormones blood
Subjects
Details
- Language :
- English
- ISSN :
- 1479-6821
- Volume :
- 21
- Issue :
- 4
- Database :
- MEDLINE
- Journal :
- Endocrine-related cancer
- Publication Type :
- Academic Journal
- Accession number :
- 25015994
- Full Text :
- https://doi.org/10.1530/ERC-14-0190