Discovery of a Secretory Granule Lumen-Enriched Serum Protein Signature in Resectable Pancreatic Ductal Adenocarcinoma.
1/5 보강
PICO 자동 추출 (휴리스틱, conf 2/4)
유사 논문P · Population 대상 환자/모집단
35 patients with resectable, non-metastatic PDAC and 34 non-cancer controls without hepato-biliary-pancreatic disease.
I · Intervention 중재 / 시술
추출되지 않음
C · Comparison 대조 / 비교
추출되지 않음
O · Outcome 결과 / 결론
The three-protein panel demonstrates strong internal validation performance; however, these estimates may be optimistic due to feature selection performed prior to cross-validation. External validation in independent cohorts-including chronic pancreatitis controls and parallel CA19-9 assessment-will be essential to determine clinical applicability.
: Serum biomarker discovery in resectable pancreatic ductal adenocarcinoma (PDAC) remains a critical unmet need, as over 80% of patients present with unresectable disease.
- 95% CI 0.95-1.00
- Sensitivity 83%
- Specificity 100%
APA
Moldovan SA, Iacobescu M, et al. (2026). Discovery of a Secretory Granule Lumen-Enriched Serum Protein Signature in Resectable Pancreatic Ductal Adenocarcinoma.. Medicina (Kaunas, Lithuania), 62(3). https://doi.org/10.3390/medicina62030605
MLA
Moldovan SA, et al.. "Discovery of a Secretory Granule Lumen-Enriched Serum Protein Signature in Resectable Pancreatic Ductal Adenocarcinoma.." Medicina (Kaunas, Lithuania), vol. 62, no. 3, 2026.
PMID
41901688
Abstract
: Serum biomarker discovery in resectable pancreatic ductal adenocarcinoma (PDAC) remains a critical unmet need, as over 80% of patients present with unresectable disease. Serum proteomics offers a promising approach for identifying circulating biomarkers associated with early-stage disease; however, clinical translation has been limited by inconsistent validation and the absence of clinically relevant comparator populations. : We performed a discovery-phase study using data-independent acquisition mass spectrometry-based serum proteomics in 35 patients with resectable, non-metastatic PDAC and 34 non-cancer controls without hepato-biliary-pancreatic disease. Following quality filtering (≥80% detection threshold), 407 proteins were retained for analysis. Differential abundance was assessed using Welch's -test with Benjamini-Hochberg correction (FDR < 0.01, |FC| ≥ 1.5). Diagnostic performance was evaluated using receiver operating characteristic (ROC) analysis and logistic regression with repeated stratified 5-fold cross-validation (100 repetitions) and bootstrap resampling (1000 iterations). Functional enrichment analysis was performed using g:Profiler. : Ninety proteins were significantly altered in PDAC (50 increased, 40 decreased). Inter-alpha-trypsin inhibitor heavy chain H3 (ITIH3) demonstrated the highest individual diagnostic performance (AUC = 0.90), followed by coagulation factor XIII A chain (F13A1; AUC = 0.89) and ferritin light chain (FTL; AUC = 0.86). Functional enrichment revealed significant overrepresentation of secretory granule lumen components (adjusted = 0.001) and complement/coagulation pathways (adjusted < 0.001). An enrichment-guided three-protein panel (ITIH3, F13A1, and FTL) achieved an AUC of 0.98 (95% CI: 0.95-1.00), with a cross-validated mean AUC of 0.96, sensitivity of 83% (95% CI: 66.4-93.4%), and specificity of 100% (95% CI: 89.7-100%) within the discovery cohort. : This discovery-phase study identifies a biologically coherent serum protein signature enriched for secretory granule lumen components in resectable PDAC. The three-protein panel demonstrates strong internal validation performance; however, these estimates may be optimistic due to feature selection performed prior to cross-validation. External validation in independent cohorts-including chronic pancreatitis controls and parallel CA19-9 assessment-will be essential to determine clinical applicability.
🏷️ 키워드 / MeSH
- Humans
- Male
- Female
- Carcinoma
- Pancreatic Ductal
- Middle Aged
- Aged
- Biomarkers
- Tumor
- Pancreatic Neoplasms
- Proteomics
- ROC Curve
- Blood Proteins
- circulating biomarkers
- diagnostic performance
- liquid biopsy
- multimarker panel
- pancreatic ductal adenocarcinoma
- quantitative proteomics
- resectable pancreatic cancer
- serum proteomics