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1.
Cancer Med ; 13(12): e7388, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38924330

ABSTRACT

BACKGROUND: To date, carbohydrate antigen 19-9 (CA19-9) and carcinoembryonic antigen (CEA) have been widely used for the screening, diagnosis and prediction of biliary tract cancer (BTC) patients. However, few studies with large sample sizes of carbohydrate antigen 50 (CA50) were reported in BTC patients. METHODS: A total of 1121 patients from the Liver Cancer Clin-Bio Databank of Anhui Hepatobiliary Surgery Union between January 2017 and December 2022 were included in this study (673 in the training cohort and 448 in the validation cohort): among them, 458 with BTC, 178 with hepatocellular carcinoma (HCC), 23 with combined hepatocellular-cholangiocarcinoma, and 462 with nontumor patients. Receiver operating characteristic (ROC) curves and decision curve analysis (DCA) were used to evaluate the diagnostic efficacy and clinical usefulness. RESULTS: ROC curves obtained by combining CA50, CA19-9, and AFP showed that the AUC value of the diagnostic MODEL 1 was 0.885 (95% CI 0.856-0.885, specificity 70.3%, and sensitivity 84.0%) in the training cohort and 0.879 (0.841-0.917, 76.7%, and 84.3%) in the validation cohort. In addition, comparing iCCA and HCC (235 in the training cohort, 157 in the validation cohort), the AUC values of the diagnostic MODEL 2 were 0.893 (95% CI 0.853-0.933, specificity 96%, and sensitivity 68.6%) in the training cohort and 0.872 (95% CI 0.818-0.927, 94.2%, and 64.6%) in the validation cohort. CONCLUSION: The model combining CA50, CA19-9, and AFP not only has good diagnostic value for BTC but also has good diagnostic value for distinguishing iCCA and HCC.


Subject(s)
Antigens, Tumor-Associated, Carbohydrate , Biliary Tract Neoplasms , Biomarkers, Tumor , ROC Curve , Humans , Male , Female , Middle Aged , Biliary Tract Neoplasms/diagnosis , Biliary Tract Neoplasms/blood , Antigens, Tumor-Associated, Carbohydrate/blood , Biomarkers, Tumor/blood , Aged , Carcinoma, Hepatocellular/diagnosis , Carcinoma, Hepatocellular/blood , Liver Neoplasms/diagnosis , Liver Neoplasms/blood , Cholangiocarcinoma/diagnosis , Cholangiocarcinoma/blood , CA-19-9 Antigen/blood , Retrospective Studies , Sensitivity and Specificity
2.
J Exp Clin Cancer Res ; 43(1): 145, 2024 May 15.
Article in English | MEDLINE | ID: mdl-38750539

ABSTRACT

BACKGROUND: Plasma cell-free DNA (cfDNA) fragmentomics has demonstrated significant differentiation power between cancer patients and healthy individuals, but little is known in pancreatic and biliary tract cancers. The aim of this study is to characterize the cfDNA fragmentomics in biliopancreatic cancers and develop an accurate method for cancer detection. METHODS: One hundred forty-seven patients with biliopancreatic cancers and 71 non-cancer volunteers were enrolled, including 55 patients with cholangiocarcinoma, 30 with gallbladder cancer, and 62 with pancreatic cancer. Low-coverage whole-genome sequencing (median coverage: 2.9 ×) was performed on plasma cfDNA. Three cfDNA fragmentomic features, including fragment size, end motif and nucleosome footprint, were subjected to construct a stacked machine learning model for cancer detection. Integration of carbohydrate antigen 19-9 (CA19-9) was explored to improve model performance. RESULTS: The stacked model presented robust performance for cancer detection (area under curve (AUC) of 0.978 in the training cohort, and AUC of 0.941 in the validation cohort), and remained consistent even when using extremely low-coverage sequencing depth of 0.5 × (AUC: 0.905). Besides, our method could also help differentiate biliopancreatic cancer subtypes. By integrating the stacked model and CA19-9 to generate the final detection model, a high accuracy in distinguishing biliopancreatic cancers from non-cancer samples with an AUC of 0.995 was achieved. CONCLUSIONS: Our model demonstrated ultrasensitivity of plasma cfDNA fragementomics in detecting biliopancreatic cancers, fulfilling the unmet accuracy of widely-used serum biomarker CA19-9, and provided an affordable way for accurate noninvasive biliopancreatic cancer screening in clinical practice.


Subject(s)
Biliary Tract Neoplasms , Cell-Free Nucleic Acids , Pancreatic Neoplasms , Humans , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/diagnosis , Pancreatic Neoplasms/blood , Biliary Tract Neoplasms/genetics , Biliary Tract Neoplasms/diagnosis , Biliary Tract Neoplasms/blood , Male , Female , Middle Aged , Aged , Biomarkers, Tumor/blood , Adult
3.
Cancer Med ; 13(11): e7331, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38819582

ABSTRACT

BACKGROUND: Biliary tract cancers have garnered significant attention due to their highly malignant nature. The relationship between abnormal lipid metabolism and tumor occurrence and development is a research hotspot. However, its correlation with biliary tract cancers is unclear. METHODS: We enrolled 78 patients with biliary tract cancers and obtained data on clinical characteristics, pathological findings, and preoperative blood lipid indices, including total cholesterol (TC), high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), triglycerides (TG), and lipoprotein (a) [Lp(a)]. Receiver operating characteristic (ROC) curves were used to determine the optimal predictive cutoff values of lipid indicators among the participants. Independent risk factors were determined using Cox regression, and survival was predicted using the Kaplan-Meier method. Statistical analyses were performed using SPSS software. RESULTS: Univariate Cox regression analysis revealed that the body mass index (BMI), tumor location, surgical margin, N stage, and abnormally increased LDL-C, TG, and Lp(a) levels were significantly associated with poor prognosis of biliary tract cancers (p < 0.05). Multifactor Cox regression demonstrated that only N stage (HR = 3.393, p < 0.001) and abnormally increased Lp(a) levels (HR = 2.814, p = 0.004) were significantly associated with shorter survival. N stage and Lp(a) were identified as independent prognostic risk factors for patients with biliary tract cancers. CONCLUSION: This study presents Lp(a) as a novel biochemical marker that can guide clinical treatment strategies for patients with biliary tract cancers. More effective treatment options and intensive postoperative testing should be considered to prolong the survival of these patients with preoperative abnormal lipid metabolism.


Subject(s)
Biliary Tract Neoplasms , Lipoprotein(a) , Humans , Male , Female , Biliary Tract Neoplasms/mortality , Biliary Tract Neoplasms/blood , Biliary Tract Neoplasms/surgery , Biliary Tract Neoplasms/pathology , Lipoprotein(a)/blood , Middle Aged , Aged , Prognosis , Preoperative Period , ROC Curve , Risk Factors , Biomarkers, Tumor/blood , Kaplan-Meier Estimate , Neoplasm Staging , Adult
4.
Front Endocrinol (Lausanne) ; 15: 1379607, 2024.
Article in English | MEDLINE | ID: mdl-38686204

ABSTRACT

Background: Hepatobiliary cancer (HBC), including hepatocellular carcinoma (HCC) and biliary tract cancer (BTC), is currently one of the malignant tumors that mainly cause human death. Many HBCs are diagnosed in the late stage, which increases the disease burden, indicating that effective prevention strategies and identification of risk factors are urgent. Many studies have reported the role of thyroid hormones on HBC. Our research aims to assess the causal effects and investigate the mediation effects between thyroid function and HBC. Methods: Utilizing the Mendelian randomization (MR) approach, the study employs single nucleotide polymorphisms (SNPs) as instrumental variables (IVs) to explore causal links between thyroid function [free thyroxine (FT4), thyroid stimulating hormone (TSH), hyperthyroidism and hypothyroidism] and HBC. Data were sourced from the ThyroidOmic consortium and FinnGen consortium. The analysis included univariable and multivariable MR analysis, followed by mediation analysis. Results: The study found a significant causal association between high FT4 levels and the reduced risk of BTC, but not HCC. However, TSH, hyperthyroidism and hypothyroidism had no causal associations with the risk of HBC. Notably, we also demonstrated that only higher FT4 levels with the reference range (FT4-RR) could reduce the risk of BTC because this protective effect no longer existed under the conditions of hyperthyroidism or hypothyroidism. Finally, we found that the protective effect of FT4-RR on BTC was mediated partially by decreasing the risk of metabolic syndrome (MetS) and reducing the waist circumference (WC). Conclusion: The findings suggest that higher FT4-RR may have a protective effect against BTC, which is partially mediated by decreased risk of MetS and a reduction in WC. This study highlights the potential role of FT4 in the pathogenesis of BTC and underscores that MetS and WC may play mediation effects as two mediators in this process.


Subject(s)
Biliary Tract Neoplasms , Mendelian Randomization Analysis , Polymorphism, Single Nucleotide , Thyroxine , Humans , Biliary Tract Neoplasms/genetics , Biliary Tract Neoplasms/blood , Biliary Tract Neoplasms/epidemiology , Biliary Tract Neoplasms/prevention & control , Thyroxine/blood , Mediation Analysis , Risk Factors , Hypothyroidism/genetics , Hypothyroidism/blood , Female , Male , Hyperthyroidism/genetics , Hyperthyroidism/blood , Carcinoma, Hepatocellular/blood , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/prevention & control , Carcinoma, Hepatocellular/etiology
5.
Int J Clin Oncol ; 29(7): 1002-1011, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38683456

ABSTRACT

BACKGROUND: Sarcopenia is a poor prognostic factor in cancer patients. In recent years, there have been reports that serum creatinine and cystatin C (Cr/CysC) ratio is associated with sarcopenia. However, the prognostic value of the Cr/CysC ratio in biliary tract cancer is unclear. We evaluated the impact of the Cr/CysC ratio on sarcopenia and prognosis in biliary tract cancer. METHODS: We retrospectively reviewed the records of 190 patients with biliary tract cancer who had undergone surgical resection from January 2017 to March 2023. Frozen serum samples collected at the time of surgery were used to measure CysC. We calculated the Cr/CysC ratio and investigated the relationship with sarcopenia and the prognostic significance. RESULTS: We calculated the cutoff value of the Cr/CysC ratio for low skeletal muscle index (SMI) (< 42 cm2/m2 for males and < 38 cm2/m2 for females). The optimal cutoff value of the Cr/CysC ratio was 0.848. The low Cr/CysC ratio group was significantly associated with higher preoperative CRP and lower albumin, lower SMI, lower handgrip strength, and higher intramuscular adipose tissue content. In multivariate analysis, patients with a low Cr/CysC ratio showed poorer overall survival (hazard ratio 2.60, 95% confidence interval 1.07-6.29, p = 0.033), which was significantly worse than in those with a high Cr/CysC ratio. CONCLUSIONS: In patients with biliary tract cancer, the Cr/CysC ratio showed weak correlation with sarcopenic indicators. However, the Cr/CysC ratio could be strong prognostic factor in biliary tract cancer.


Subject(s)
Biliary Tract Neoplasms , Creatinine , Cystatin C , Sarcopenia , Humans , Sarcopenia/blood , Cystatin C/blood , Male , Female , Biliary Tract Neoplasms/blood , Biliary Tract Neoplasms/complications , Biliary Tract Neoplasms/surgery , Aged , Retrospective Studies , Prognosis , Middle Aged , Creatinine/blood , Aged, 80 and over
6.
Radiol Oncol ; 58(2): 300-310, 2024 06 01.
Article in English | MEDLINE | ID: mdl-38553250

ABSTRACT

BACKGROUND: Biliary tract cancers (BTCs) are usually diagnosed at an advanced stage, when the disease is incurable. Currently used tumor biomarkers have limited diagnostic value for BTCs, so there is an urgent need for sensitive and specific biomarkers for their earlier diagnosis. Deregulation of the homeostasis of trace elements is involved in the carcinogenesis of different cancers, including BTCs. The objective of the study is to determine/compare the total concentrations of copper (Cu), zinc (Zn) and iron (Fe) and the proportions of free Cu and Cu bound to ceruloplasmin (Cp) and the isotopic ratio of 65Cu/63Cu in serum samples from healthy volunteers and cancer patients using inductively coupled plasma-mass spectrometry-based methods (ICP-MS). PATIENTS AND METHODS: In this prospective, noninterventional, nonrandomized study 20 patients and 20 healthy volunteers will be enrolled to identify serum Cu, Zn and Fe levels, Cu isotopic fractionation as a predictive biomarker of response to systemic therapy of BTCs, which will be evaluated by computed tomography. Newly developed analytical methods based on ICP-MS will be applied to metal-based biomarker research in oncology. CONCLUSIONS: In the study the comparison of the total concentration of selected trace elements, the proportion of free Cu and Cu bound to Cp and the isotopic ratio of 65Cu/63Cu in serum samples from healthy volunteers and cancer patients will be conducted to provide the foundation for the development of a BTC cancer screening methodology and the data on their usability as a potential predictive biomarker for BTCs of response to systemic therapy.


Subject(s)
Biliary Tract Neoplasms , Biomarkers, Tumor , Copper , Trace Elements , Adult , Female , Humans , Male , Biliary Tract Neoplasms/blood , Biomarkers, Tumor/blood , Case-Control Studies , Ceruloplasmin/metabolism , Ceruloplasmin/analysis , Copper/blood , Iron/blood , Mass Spectrometry/methods , Prospective Studies , Trace Elements/blood , Zinc/blood , Non-Randomized Controlled Trials as Topic
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