Correlation of transcriptional subtypes with a validated CT radiomics score in resectable pancreatic ductal adenocarcinoma.
Emmanuel Salinas-MirandaGerard M HealyBarbara GrünwaldRahi JainDominik DeniffelGrainne M O'KaneRobert GrantJulie WilsonJennifer KnoxSteven GallingerSandra FischerRama KhokhaMasoom A HaiderPublished in: European radiology (2022)
• The transcriptional subtypes of PDAC have been shown to have prognostic importance but they require invasive biopsy to be assessed. • The Rad-score radiomic biomarker, which is obtained non-invasively from preoperative CT, correlates with the Bailey squamous transcriptional subtype and both are negative prognostic biomarkers. • The Rad-score is a promising non-invasive imaging biomarker for personalizing neoadjuvant approaches in patients undergoing resection for PDAC, although additional validation studies are required.
Keyphrases
- patients undergoing
- contrast enhanced
- gene expression
- transcription factor
- computed tomography
- dna damage
- image quality
- dual energy
- locally advanced
- dna repair
- heat shock
- high resolution
- rectal cancer
- magnetic resonance imaging
- positron emission tomography
- high grade
- magnetic resonance
- low grade
- lymph node metastasis
- radiation therapy
- heat stress