Biomarker for diagnosis in post-Kasai portoenterostomy of biliary atresia by shotgun proteomics analysis
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo Sapiens (human)
SUBMITTER: Thitima Ngoenmak
PROVIDER: PXD043181 | JPOST Repository | Sat Oct 14 00:00:00 BST 2023
REPOSITORIES: jPOST
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| TG04_1.wiff | Wiff | |||
| TG04_2.wiff | Wiff | |||
| TG04_3.wiff | Wiff | |||
| TG05_1.wiff | Wiff | |||
| TG05_2.wiff | Wiff |
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Project description:Early diagnosis of biliary atresia (BA) is crucial for improving the chances of survival and preserving the liver function of children with BA. To explore potential biomarkers for early diagnosis of BA with other non-BA jaundice cases, we performed proteomic analysis with data-independent acquisition (DIA) and parallel reaction monitoring (PRM). With this approach we were able to detect and validate differential protein expression in plasma of patients. Bioinformatics analysis revealed the enrichment biological processes, characteristic of BA by identifying differential expression of specific proteins of which with 10 were up- and 23 down-regulated. Signaling pathway analysis demonstrated changes in protein expression associated with an alteration in immunoglobins levels, which is indicative immune dysfunction in BA. When polymeric immunoglobulin receptor (pIgR) expression was combined with an immunoglobulin lambda variable chain (IGL c2225_light_IGLV1-47_IGLJ2), revealed by machine learning, they provided a useful early diagnostic model for BA, which had a sensitivity of 0.8, specificity of 1, accuracy of 0.89, and AUC value of 0.944. Our study not only identified a possible effective plasma biomarker for the early diagnosis of BA but may also help to further elucidate the underlying mechanisms of BA.
2024-06-22 | PXD048938 | Pride
Project description:Biliary atresia (BA), blockage of the proper bile flow due to loss of extrahepatic bile ducts, is a rare, complex disease of the liver and the bile ducts with unknown etiology. Despite ongoing investigations to understand its complex pathogenesis, BA remains the most common cause of liver failure requiring liver transplantation in children. To elucidate underlying mechanisms, we analyzed the different types of high-throughput genomic and transcriptomic data collected from the blood and liver tissue samples of children suffering from BA. Through use of a novel integrative approach, we identified potential biomarkers and over-represented biological functions and pathways to derive a comprehensive network showing the dysfunctional mechanisms associated with BA. One of the pathways highlighted in the integrative network was hypoxia signaling. Perturbation with hypoxia inducible factor activator, dimethyloxalylglycine, induced the biliary defects of BA in a zebrafish model, serving as a validation for our studies. Our approach enables a systems-level understanding of human BA biology that is highlighted by the interaction between key biological functions such as fibrosis, inflammation, immunity, hypoxia, and development
2020-08-31 | GSE136270 | GEO
Project description:Biliary atresia (BA) is a rare cholestatic disease of unknown etiology that affects infants and shows an incidence of 1 out of 18,000 live births in Europe (1). The first therapeutic option is a timely performed portoenterostomy. However, the majority of patients suffer from a progressive inflammatory process, which leads to complete destruction of the extra- and intrahepatic biliary system followed by end-stage liver cirrhosis. Hence, BA is the leading indication for pediatric liver transplantation worldwide (2, 3). To understand the pathogenesis of the disease and improve theoutcome of BA patients, research has focused on the inflammatory process in liver and bile ducts, in which several factors are remarkably elevated, such as activated CD4 and CD8 T-cells, TNF alpha,IFN alpha and other proinflammatory TH1 cytokines (3-8). By the time of diagnosis, however, the disease has already reached an advanced state, characterized by the complete obstruction of the extrahepatic bile ducts with impaired bile flow and fibrosis or cirrhosis of the liver. Therefore, studies in humans focusing on the trigger mechanism of BA are limited due to the paucity of liver and availability of bile duct tissue for research. One infectious animal model has been developed, in which newborn Balb/c mice exclusively show the experimental BA phenotype after infection with rhesus rotavirus (RRV) (9, 10). This model allows the analysis of the inflammatory reactions in liver and bile ducts at early steps in the development of bile duct atresia (11-20). Furthermore, inbred mouse strains have been shown to have a different susceptibility for the development of experimental BA, suggesting that Balb/c mice have an immunological gap responsible for disease progression (10, 12). The aim of this study was to identify key genes responsible for the BA phenotype by comparing the transcriptomes at an early time point after virus infection, i.e. before bile duct atresia, between two mouse strains with different susceptibilities to BA. Differences in the virus titration and the clinical course of infected mice were analyzed, and variations in the hepatic gene response assessed by comparative microarray assays were correlated to variances in the hepatic inflammatory reaction. Balb/c mice and C57Black/6 (Black/6) mice were infected with RRV postpartum and signs of BA and survival were noted. Liver sections of diseased, healthy and control animals were assessed for T-cell expression, and the virus loads were determined. Second, mice were sacrificed after three days, and isolated hepatic RNA was subjected to gene expression analysis using Affymetrix Gene Chip MOE 430 2.0.We compared three individual expression profiles from RRV-infected Balb/c mice against 2 individual expression profiles from RRV-infected C57/BL6 control mice using the Affymetrix GeneChip MOE 430 2.0.
2009-08-30 | E-GEOD-13245 | biostudies-arrayexpress
Project description:Background and Aims - Bile acids (BAs) aid intestinal fat absorption and exert systemic actions by receptor-mediated signaling. BA receptors have been identified as drug targets for human diseases, but differences in BA metabolism between humans and mice hamper translation of pre-clinical outcomes. Cyp2c70-ablation in mice prevents synthesis of mouse/rat-specific muricholic acids (MCAs), but potential (patho)physiological consequences of their absence are unknown. We therefore assessed age- and gender-dependent effects of Cyp2c70-deficiency in mice. Methods - BA-related parameters, hepatic and intestinal gene expression patterns, liver morphology and intestinal barrier function were assessed in male and female Cyp2c70-/- mice and WT controls at different ages. Effects of ursodeoxycholic acid (UDCA) treatment were evaluated in young adult female mice. Results – Cyp2c70-/- mice were completely devoid of MCAs and showed high abundances of chenodeoxycholic and lithocholic acids. BA pool size was unaffected in young-adult male but reduced by 40% in female Cyp2c70-/- mice. Interestingly, plasma BAs and transaminases were highest in Cyp2c70-/- mice at weaning and spontaneously decreased with age. Although bile flow and biliary BA secretion were unchanged in young-adult Cyp2c70-/- mice, indicating absence of cholestasis, plasma BA and transaminase levels were still elevated. These young-adult Cyp2c70-/- mice displayed cholangiocyte proliferation, mild portal fibrosis, altered microbiome composition and increased gut permeability. Only the female Cyp2c70-/- mice developed bridging fibrosis with age (7-8 months). UDCA treatment normalized hepatic and intestinal functions and fully restored liver morphology in female Cyp2c70-/- mice. Conclusion – Cyp2c70-/- mice show transient neonatal cholestasis and develop cholangiopathic features which progress to bridging fibrosis in female mice only. These consequences of Cyp2c70-deficiency are fully restored by treatment with UDCA.
2020-12-22 | GSE138779 | GEO
Project description:Identification of differential gene expression uging endoscopic biliary brushings Bile duct brishings of benign biliary strictures and malignant biliary strictures, samples snap frozen in liquid nitrogen
2012-03-01 | E-GEOD-34166 | biostudies-arrayexpress
Project description:MicroRNAs from serum samples could detect pancreatic and biliary tract cancer patients more accurately than other traditional markers. Prospective miRNA markers for pancreatic/biliary tract cancer were selected in the training cohort. Using these miRNAs, discriminant analysis was performed, and the diagnostic accuracy, sensitivity and specificity were calculated in the test cohort.
2015-03-01 | E-GEOD-59856 | biostudies-arrayexpress
Project description:Biliary atresia (BA) is a rare cholestatic disease of unknown etiology that affects infants and shows an incidence of 1 out of 18,000 live births in Europe (1). The first therapeutic option is a timely performed portoenterostomy. However, the majority of patients suffer from a progressive inflammatory process, which leads to complete destruction of the extra- and intrahepatic biliary system followed by end-stage liver cirrhosis. Hence, BA is the leading indication for pediatric liver transplantation worldwide (2, 3). To understand the pathogenesis of the disease and improve theoutcome of BA patients, research has focused on the inflammatory process in liver and bile ducts, in which several factors are remarkably elevated, such as activated CD4 and CD8 T-cells, TNF alpha,IFN alpha and other proinflammatory TH1 cytokines (3-8). By the time of diagnosis, however, the disease has already reached an advanced state, characterized by the complete obstruction of the extrahepatic bile ducts with impaired bile flow and fibrosis or cirrhosis of the liver. Therefore, studies in humans focusing on the trigger mechanism of BA are limited due to the paucity of liver and availability of bile duct tissue for research. One infectious animal model has been developed, in which newborn Balb/c mice exclusively show the experimental BA phenotype after infection with rhesus rotavirus (RRV) (9, 10). This model allows the analysis of the inflammatory reactions in liver and bile ducts at early steps in the development of bile duct atresia (11-20). Furthermore, inbred mouse strains have been shown to have a different susceptibility for the development of experimental BA, suggesting that Balb/c mice have an immunological gap responsible for disease progression (10, 12). The aim of this study was to identify key genes responsible for the BA phenotype by comparing the transcriptomes at an early time point after virus infection, i.e. before bile duct atresia, between two mouse strains with different susceptibilities to BA. Differences in the virus titration and the clinical course of infected mice were analyzed, and variations in the hepatic gene response assessed by comparative microarray assays were correlated to variances in the hepatic inflammatory reaction.
2009-08-30 | GSE13245 | GEO
Project description:Background & Aims: Macrophages (MF) play a role in neonatal etiologies of obstructive cholestasis, however, the role for precise MF subsets remains poorly defined. We developed a neonatal murine model of bile duct ligation (BDL) to characterize etiology-specific differences in neonatal cholestatic MF polarization. Approach & Results: Neonatal BDL surgery was performed on female BALB/c mice at 10 days of life (DOL) with sham laparotomy as controls. Comparison was made to the Rhesus Rotavirus (RRV)-induced murine model of biliary atresia (BA). Evaluation of changes at day 7 after surgery (BDL and sham groups) and murine BA (DOL14) included laboratory data, histology (H&E, anti-CD45 and anti-CK19 staining), flow cytometry of MF subsets by MHCII and Ly6c expression, and single cell RNA-sequencing (scRNA-seq) analysis. Neonatal BDL achieved a 90% survival rate; mice had elevated bile acids, bilirubin, and alanine aminotransferase (ALT) versus controls (p < 0.05 for all). Histology demonstrated hepatocellular injury, CD45+ portal infiltrate, and CK19+ bile duct proliferation in neonatal BDL. Comparison to murine BA showed increased ALT in neonatal BDL despite no difference in histology Ishak score. Neonatal BDL had significantly lower MHCII-Ly6c+ MF versus murine BA, however, scRNA-seq identified greater etiology-specific MF heterogeneity with increased endocytosis in neonatal BDL MF versus cellular killing in murine BA MF. Conclusions: We generated an innovative murine model of neonatal obstructive cholestasis with low mortality. This model enabled comparison to murine BA to define etiology-specific cholestatic MF function. Further comparisons to human data may enable development of immune modulatory therapies to improve patient outcomes.
2023-09-06 | GSE228996 | GEO
Project description:Biliary atresia (BA) is a progressive fibro-inflammatory disorder that is the leading indication for liver transplantation in children. Although there is evidence implicating genetic, infectious, environmental, and inflammatory causes, the etiology of BA remains unknown. We have recently reported that cholangiocytes from BA patients showed decreased DNA methylation relative to disease- and non-disease controls, supporting a potential role for DNA hypomethylation in BA etiopathogenesis. In the current study, we examined the methylation status of specific genes in human BA livers using methylation microarray technology. We found global DNA hypomethylation in BA samples as compared to disease- and non-disease controls at specific genetic loci. Hedgehog pathway members, SHH and GLI2, known to be upregulated in BA, were both hypomethylated, validating this approach as an investigative tool. Another region near the PDGFA locus was the most significantly hypomethylated in BA, suggesting potential aberrant expression. Validation assays confirmed increased transcriptional and protein expression of PDGFA in BA livers. We also show that PDGF-A protein is specifically localized to cholangiocytes in human liver samples. Injection of PDGF-AA protein dimer into zebrafish larvae caused biliary developmental and functional defects. In addition, activation of the Hedgehog pathway caused increased expression of PDGF-A in zebrafish larvae, providing a previously unrecognized link between PDGF and the Hedgehog pathway. DNA hypomethylation appears to be a specific factor in mediating overexpression of genes associated with BA. Our findings validate the role of Hedgehog pathway signaling and implicate PDGF as a new candidate for a role in BA pathogenesis.
2015-06-18 | E-GEOD-69948 | biostudies-arrayexpress
Project description:Biliary atresia (BA) is a progressive fibro-inflammatory disorder that is the leading indication for liver transplantation in children. Although there is evidence implicating genetic, infectious, environmental, and inflammatory causes, the etiology of BA remains unknown. We have recently reported that cholangiocytes from BA patients showed decreased DNA methylation relative to disease- and non-disease controls, supporting a potential role for DNA hypomethylation in BA etiopathogenesis.
2015-06-18 | GSE69948 | GEO