A predictive model combining fecal calgranulin B and fecal occult blood tests can improve the diagnosis of colorectal cancer

PLoS One. 2014 Sep 4;9(9):e106182. doi: 10.1371/journal.pone.0106182. eCollection 2014.

Abstract

Aim: Current fecal screening tools for colorectal cancer (CRC), such as fecal occult blood tests (FOBT), are limited by their low sensitivity. Calgranulin B (CALB) was previously reported as a candidate fecal marker for CRC. This study investigated whether a combination of the FOBT and fecal CALB has increased sensitivity and specificity for a diagnosis of CRC.

Materials and methods: Patients with CRC (n = 175), and healthy individuals (controls; n = 151) were enrolled into the development (81 cases and 51 controls) and validation (94 cases and 100 controls) sets. Stool samples were collected before bowel preparation. CALB levels were determined by western blotting. FOBT and fecal CALB results were used to develop a predictive model based on logistic regression analysis. The benefit of adding CALB to a model with only FOBT was evaluated as an increased area under the receiver operating curve (AUC), partial AUC, and reclassification improvement (RI) in cases and controls, and net reclassification improvement (NRI).

Results: Mean CALB level was significantly higher in CRC patients than in controls (P<0.001). CALB was not associated with tumor stage or cancer site, but positivity on the FOBT was significantly higher in advanced than in earlier tumor stages. At a specificity of 90%, the cross-validated AUC and sensitivity were 89.81% and 82.72%, respectively, in the development set, and 92.74% and 79.79%, respectively, in the validation set. The incremental benefit of adding CALB to the model, as shown by the increase in AUC, had a p-value of 0.0499. RI in cases and controls and NRI all revealed that adding CALB significantly improved the prediction model.

Conclusion: A predictive model using a combination of FOBT and CALB may have greater sensitivity and specificity and AUC for predicting CRC than models using a single marker.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Blotting, Western
  • Calgranulin B / analysis*
  • Colorectal Neoplasms / diagnosis*
  • Colorectal Neoplasms / metabolism
  • Feces / chemistry*
  • Humans
  • Models, Theoretical
  • Occult Blood*

Substances

  • Calgranulin B

Grants and funding

Supportive foundations: This research was supported by grant from the National Cancer Center of Korea (NCC-1240830-1), and by the Converging Research Center Program funded by the Ministry of Education, Science and Technology (Project No. 2013K000271). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.