(US), computed tomography (CT), and magnetic resonance imaging (MRI) are the most common imaging tests employed for the detection of BTC. US-based risk stratification systems, e.g., gallbladder reporting and data system (GB-RADS), guide the utilization of further imaging tests in patients with gallbladder lesions (16,17). Multiphasic contrastenhanced CT allows accurate staging of BTC (18). MRI and magnetic resonance cholangiopancreatography (MRCP) are preferred to evaluate the longitudinal extent of perihilar CC, determination of local extent and intrahepatic metastases. A multiparametric MRI has been recently proposed to characterize gallbladder wall thickening (19). [ 18 F]-2-fluoro-2-deoxy-D-glucose-positron emission tomography (FDG PET) is not recommended for primary diagnosis of BTC (20). FDG PET may allow accurate diagnosis of nodal metastases, distant metastases, and recurrence (21).Fibroblast-activated protein (FAP) is highly expressed in cancer-associated fibroblasts.Gallium 68 ( 68 G)-FAP inhibitor (FAPI) is a molecular target of FAP. FAPI PET enables the detection of small primary or metastatic lesions with a strong desmoplastic reaction. 68G-FAPI PET has been reported to be superior to FDG-PET in detecting various primary tumors (22). In this topic collection, Ouyang et al. reported a systematic review comparing 19 F-FDG PET with 68 G-FAPI-04 PET in primary digestive system malignancy.They reviewed 15 studies comprising 383 patients and reported higher pooled sensitivity (98% vs. 73%) and specificity of 68Ga-FAPI-04 PET (0.81 vs. 0.77) of FAPI PET for gastric, liver, biliary tract, and pancreatic cancers (23).Premalignant bile duct lesions include biliary intraepithelial neoplasm (BiN) and intraductal papillary neoplasm of the bile duct (IPNB) (24). Bile duct adenoma (BDA) is a rare benign bile duct lesion and is considered a controversial precursor to ICC (25).Pre-operative diagnosis of BDA is challenging. Huang et al. reported the imaging appearance of 32 pathologically proven BDAs (26). The most common site was the common bile duct (68.7%), and the most common morphology was focal eccentric mass (43.7%), followed by plaque-like masses (28.1%). BDAs with CC were associated with infiltrative masses. Dynamic contrast-enhanced MRI (18 lesions) showed moderate persistent enhancement in most lesions. The accurate diagnosis of BTC and differentiation from other bile duct lesions may necessitate advanced imaging techniques (27). Deng et al. reported a case where they used a single-operator peroral cholangioscopy system (SpyGlass) for diagnosing extrahepatic bile duct stricture seen at CT and MRI. Endoscopic retrograde cholangiopancreatography (ERCP) and cholangiogram revealed an indeterminate stricture (28). SpyGlass revealed an oval lesion with smooth, overlying mucosa. Extrahepatic biliary cystadenoma was confirmed at surgery. Zhu et al. compared the diagnostic accuracy of cytobrush, ERCP-guided biopsy, SpyGlass direct visual impression, and SpyGlass-guided biopsy (SpyBite) in the differentiation of benign and malignant biliary strictures in 1008 patients (29). The highest sensitivity was reported for SpyGlass (100%), followed by SpyBite (61.5%).However, the specificity of SpyGlass (55.6%) was significantly inferior to other methods (99-100%).Identifying novel molecular targets may improve survival in patients with locally advanced BTC (30). Actionable molecular aberrations have been reported in up to 40% of ICC (31). The most promising molecular targets in ICC are isocitrate dehydrogenase 1 (IDH1) and fibroblast growth factor receptor 2 (FGFR2) (32). Several studies have reported a favorable prognosis in patients with IDH1 and FGFR 2 alterations (33)(34)(35)(36).
as positive prognostic markers in CC (37). They highlighted the strengths and pitfalls of the available literature and concluded that better-designed trials are needed to provide conclusive evidence on the prognostic role of IDH and FGFR. Imaging studies may give a clue to the type of molecular aberration in ICC. Small bile duct ICCs are characterized by IDH and FGFR2 fusions (38). On the other hand, large duct ICC and extrahepatic CC show a high frequency of KRAS and TP53 gene mutations (38). Although there is relatively limited data on GBC, a precision medicine strategy is supported by some recent studies (39). Comprehensive genomic profiling of 760 GBC patients identified at least one actionable genetic aberration in 86.6% (40). The most frequent actionable gene alteration was CKDN2A, followed by ERBB2/HER-2. Anti-HER2-directed therapy may improve outcomes in unresectable GBC (40).Imaging studies provide data for downstream tasks relevant to diagnosis, prognostication, or identification of gene mutations (41). Radiomics is one approach that extracts many quantitative features from radiological images (42). Radiomic data can also be used for tasks based on artificial intelligence (AI) (43). There are several studies on using radiomics and AI in BTC (44)(45)(46)(47)(48)(49)(50)(51). Chen et al. extensively reviewed the current status of radiomics in ICC (52). They highlighted studies utilizing radiomics to predict lymph node metastases, microvascular invasion, early recurrence after surgery, prediction of survival, and differentiation of ICC from other liver tumors.In conclusion, imaging plays a vital role in the detection and staging of BTC and also serves as a novel biomarker for response prediction. Imaging-based radiomics and AI can potentially impact outcomes in patients with BTC.
