Skip to main content

A novel survival-based tissue microarray of pancreatic cancer validates MUC1 and mesothelin as biomarkers.

Publication ,  Journal Article
Winter, JM; Tang, LH; Klimstra, DS; Brennan, MF; Brody, JR; Rocha, FG; Jia, X; Qin, L-X; D'Angelica, MI; DeMatteo, RP; Fong, Y; Jarnagin, WR ...
Published in: PLoS One
2012

BACKGROUND: One-fifth of patients with seemingly 'curable' pancreatic ductal adenocarcinoma (PDA) experience an early recurrence and death, receiving no definable benefit from a major operation. Some patients with advanced stage tumors are deemed 'unresectable' by conventional staging criteria (e.g. liver metastasis), yet progress slowly. Effective biomarkers that stratify PDA based on biologic behavior are needed. To help researchers sort through the maze of biomarker data, a compendium of ∼2500 published candidate biomarkers in PDA was compiled (PLoS Med, 2009. 6(4) p. e1000046). METHODS AND FINDINGS: Building on this compendium, we constructed a survival tissue microarray (termed s-TMA) comprised of short-term (cancer-specific death <12 months, n = 58) and long-term survivors (>30 months, n = 79) who underwent resection for PDA (total, n = 137). The s-TMA functions as a biological filter to identify bona fide prognostic markers associated with survival group extremes (at least 18 months separate survival groups). Based on a stringent selection process, 13 putative PDA biomarkers were identified from the public biomarker repository. Candidates were tested against the s-TMA by immunohistochemistry to identify the best markers of tumor biology. In a multivariate model, MUC1 (odds ratio, OR = 28.95, 3+ vs. negative expression, p = 0.004) and MSLN (OR = 12.47, 3+ vs. negative expression, p = 0.01) were highly predictive of early cancer-specific death. By comparison, pathologic factors (size, lymph node metastases, resection margin status, and grade) had ORs below three, and none reached statistical significance. ROC curves were used to compare the four pathologic prognostic features (ROC area = 0.70) to three univariate molecular predictors (MUC1, MSLN, MUC2) of survival group (ROC area = 0.80, p = 0.07). CONCLUSIONS: MUC1 and MSLN were superior to pathologic features and other putative biomarkers as predicting survival group. Molecular assays comparing cancers from short and long survivors are an effective strategy to screen biomarkers and prioritize candidate cancer genes for diagnostic and therapeutic studies.

Duke Scholars

Altmetric Attention Stats
Dimensions Citation Stats

Published In

PLoS One

DOI

EISSN

1932-6203

Publication Date

2012

Volume

7

Issue

7

Start / End Page

e40157

Location

United States

Related Subject Headings

  • Tissue Array Analysis
  • Survivors
  • ROC Curve
  • Prognosis
  • Mucin-2
  • Mucin-1
  • Middle Aged
  • Mesothelin
  • Male
  • Humans
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Winter, J. M., Tang, L. H., Klimstra, D. S., Brennan, M. F., Brody, J. R., Rocha, F. G., … Allen, P. J. (2012). A novel survival-based tissue microarray of pancreatic cancer validates MUC1 and mesothelin as biomarkers. PLoS One, 7(7), e40157. https://doi.org/10.1371/journal.pone.0040157
Winter, Jordan M., Laura H. Tang, David S. Klimstra, Murray F. Brennan, Jonathan R. Brody, Flavio G. Rocha, Xiaoyu Jia, et al. “A novel survival-based tissue microarray of pancreatic cancer validates MUC1 and mesothelin as biomarkers.PLoS One 7, no. 7 (2012): e40157. https://doi.org/10.1371/journal.pone.0040157.
Winter JM, Tang LH, Klimstra DS, Brennan MF, Brody JR, Rocha FG, et al. A novel survival-based tissue microarray of pancreatic cancer validates MUC1 and mesothelin as biomarkers. PLoS One. 2012;7(7):e40157.
Winter, Jordan M., et al. “A novel survival-based tissue microarray of pancreatic cancer validates MUC1 and mesothelin as biomarkers.PLoS One, vol. 7, no. 7, 2012, p. e40157. Pubmed, doi:10.1371/journal.pone.0040157.
Winter JM, Tang LH, Klimstra DS, Brennan MF, Brody JR, Rocha FG, Jia X, Qin L-X, D’Angelica MI, DeMatteo RP, Fong Y, Jarnagin WR, O’Reilly EM, Allen PJ. A novel survival-based tissue microarray of pancreatic cancer validates MUC1 and mesothelin as biomarkers. PLoS One. 2012;7(7):e40157.

Published In

PLoS One

DOI

EISSN

1932-6203

Publication Date

2012

Volume

7

Issue

7

Start / End Page

e40157

Location

United States

Related Subject Headings

  • Tissue Array Analysis
  • Survivors
  • ROC Curve
  • Prognosis
  • Mucin-2
  • Mucin-1
  • Middle Aged
  • Mesothelin
  • Male
  • Humans