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1.
Sci Rep ; 14(1): 15796, 2024 Jul 09.
Article in English | MEDLINE | ID: mdl-38982277

ABSTRACT

The clinical diagnosis of biliary atresia (BA) poses challenges, particularly in distinguishing it from cholestasis (CS). Moreover, the prognosis for BA is unfavorable and there is a dearth of effective non-invasive diagnostic models for detection. Therefore, the aim of this study is to elucidate the metabolic disparities among children with BA, CS, and normal controls (NC) without any hepatic abnormalities through comprehensive metabolomics analysis. Additionally, our objective is to develop an advanced diagnostic model that enables identification of BA. The plasma samples from 90 children with BA, 48 children with CS, and 47 NC without any liver abnormalities children were subjected to metabolomics analysis, revealing significant differences in metabolite profiles among the 3 groups, particularly between BA and CS. A total of 238 differential metabolites were identified in the positive mode, while 89 differential metabolites were detected in the negative mode. Enrichment analysis revealed 10 distinct metabolic pathways that differed, such as lysine degradation, bile acid biosynthesis. A total of 18 biomarkers were identified through biomarker analysis, and in combination with the exploration of 3 additional biomarkers (LysoPC(18:2(9Z,12Z)), PC (22:5(7Z,10Z,13Z,16Z,19Z)/14:0), and Biliverdin-IX-α), a diagnostic model for BA was constructed using logistic regression analysis. The resulting ROC area under the curve was determined to be 0.968. This study presents an innovative and pioneering approach that utilizes metabolomics analysis to develop a diagnostic model for BA, thereby reducing the need for unnecessary invasive examinations and contributing to advancements in diagnosis and prognosis for patients with BA.


Subject(s)
Biliary Atresia , Biomarkers , Cholestasis , Metabolic Networks and Pathways , Metabolomics , Biliary Atresia/blood , Biliary Atresia/diagnosis , Biliary Atresia/metabolism , Humans , Metabolomics/methods , Cholestasis/blood , Cholestasis/diagnosis , Cholestasis/metabolism , Female , Male , Biomarkers/blood , Infant , Child, Preschool , Diagnosis, Differential , ROC Curve , Metabolome , Case-Control Studies , Child
2.
Pediatr Surg Int ; 40(1): 203, 2024 Jul 19.
Article in English | MEDLINE | ID: mdl-39030361

ABSTRACT

OBJECTIVE: To develop a machine learning diagnostic model based on MMP7 and other serological testing indicators for early and efficient diagnosis of biliary atresia (BA). METHODS: A retrospective analysis was conducted on patient information from those hospitalized for pathological jaundice at Beijing Children's Hospital between January 1, 2019, and December 31, 2023. Patients with serum MMP7, liver stiffness measurements, and other routine serological tests were included in the study. Six machine learning models were constructed, including logistic regression (LR), random forest (RF), decision tree (DET), support vector machine classifier (SVC), neural network (MLP), and extreme gradient boosting (XGBoost), to diagnose BA. The area under the receiver operating characteristic curve was used to evaluate the diagnostic efficacy of the various models. RESULTS: A total of 98 patients were included in the study, comprising 64 BA patients and 34 patients with other cholestatic liver diseases. Among the six machine learning models, the XGBoost algorithm model and RF algorithm model achieved the best predictive performance, with an AUROC of nearly 100% in both the training and validation sets. In the training set, these two algorithm models achieved an accuracy, precision, recall, F1 score, and AUROC of 1. Through model interpretation analysis, serum MMP7 levels, serum GGT levels, and acholic stools were identified as the most important indicators for diagnosing BA. The nomogram constructed based on the XGBoost algorithm model also demonstrated convenient and efficient diagnostic efficacy. CONCLUSION: Machine learning models, especially the XGBoost algorithm and RF algorithm models, constructed based on preoperative serum MMP7 and serological tests can diagnose BA more efficiently and accurately. The most important influencing factors for diagnosis are serum MMP7, serum GGT, and acholic stools.


Subject(s)
Biliary Atresia , Machine Learning , Matrix Metalloproteinase 7 , Humans , Biliary Atresia/diagnosis , Biliary Atresia/blood , Retrospective Studies , Male , Female , Infant , Matrix Metalloproteinase 7/blood , Serologic Tests/methods , ROC Curve , Biomarkers/blood , Child, Preschool
3.
J Transl Med ; 22(1): 636, 2024 Jul 08.
Article in English | MEDLINE | ID: mdl-38978022

ABSTRACT

BACKGROUND: Prompt and precise differential diagnosis of biliary atresia (BA) among cholestatic patients is of great importance. Matrix metalloproteinase-7 (MMP-7) holds great promise as a diagnostic marker for BA. This study aimed to investigate the accuracy of age-specific serum MMP-7 for discriminating BA from other cholestatic pediatric patients. METHODS: This was a single center diagnostic accuracy and validation study including both retrospective and prospective cohorts. Serum MMP-7 concentrations were measured using an ELISA kit, the trajectory of which with age was investigated in a healthy infants cohort aged 0 to 365 days without hepatobiliary diseases (n = 284). Clinical BA diagnosis was based on intraoperative cholangiography and subsequent histological examinations. The diagnostic accuracy of age-specific cutoffs of serum MMP-7 were assessed in a retrospective cohort of cholestatic patients (n = 318, with 172 BA) and validated in a prospective cohort (n = 687, including 395 BA). RESULTS: The MMP-7 concentration declines non-linearly with age, showing higher levels in healthy neonates as well as higher cutoff value in neonatal cholestasis. The area under the ROC curve (AUROC) was 0.967 (95% confidence interval [CI]: 0.946-0.988) for the retrospective cohort, and the cutoff of 18 ng/mL yielded 93.0% (95%CI: 88.1-96.3%), 93.8% (95%CI: 88.6-97.1%), 94.7% (95%CI: 90.1-97.5%), and 91.9% (95%CI: 86.4-95.8%) for sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV), respectively. The performance of MMP-7 was successfully validated in the larger prospective cohort, resulting in a diagnostic sensitivity of 95.9% (379/395; 95% CI: 93.5-97.7%), a specificity of 87.3% (255/292; 95% CI: 83.0-90.9%), a PPV of 91.1% (379/416; 95% CI: 87.9-93.7%), and a NPV of 94.1% (255/271; 95% CI: 90.6-96.6%), respectively. Besides, higher cutoff value of 28.1 ng/mL achieved the best sensitivity, specificity, PPV, and NPV for infants aged 0-30 days, which was 86.4% (95% CI: 75.0-94.0%), 95.5% (95% CI: 77.2-99.9%), 98.1% (95% CI: 89.7-100%), and 72.4% (95% CI: 52.8-87.3%), respectively. CONCLUSIONS: The serum MMP-7 is accurate and reliable in differentiating BA from non-BA cholestasis, showing its potential application in the diagnostic algorithm for BA and significant role in the future research regarding pathogenesis of BA.


Subject(s)
Biliary Atresia , Matrix Metalloproteinase 7 , ROC Curve , Humans , Biliary Atresia/blood , Biliary Atresia/diagnosis , Matrix Metalloproteinase 7/blood , Infant , Male , Female , Infant, Newborn , Reproducibility of Results , Retrospective Studies , Diagnosis, Differential , Child, Preschool , Cholestasis/blood , Cholestasis/diagnosis , Prospective Studies
4.
Hong Kong Med J ; 30(3): 218-226, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38835098

ABSTRACT

INTRODUCTION: The level of amniotic fluid gamma-glutamyl transferase (AFGGT) may help identify biliary atresia (BA) in cases of non-visualisation of the fetal gallbladder (NVFGB). This study aimed to validate a serum/plasma matrix-based gamma-glutamyl transferase (GGT) assay for amniotic fluid (AF) samples, establish a local gestational age-specific AFGGT reference range, and evaluate the efficacy of AFGGT for predicting fetal BA in pregnancies with NVFGB using the constructed reference range. METHODS: The analytical performance of a serum/plasma matrix-based GGT assay on AF samples was evaluated using a Cobas c502 analyser. Amniotic fluid gamma-glutamyl transferase levels in confirmed euploid singleton pregnancies (16+0 to 22+6 weeks of gestation) were determined using the same analyser to establish a local gestational age-specific reference range (the 2.5th to 97.5th percentiles). This local reference range was used to determine the positive predictive value (PPV) and negative predictive value (NPV) of AFGGT level <2.5th percentile for identifying fetal BA in euploid pregnancies with NVFGB. RESULTS: The serum/plasma matrix-based GGT assay was able to reliably and accurately determine GGT levels in AF samples. Using the constructed local gestational age-specific AFGGT reference range, the NPV and PPV of AFGGT level <2.5th percentile for predicting fetal BA in pregnancies with NVFGB were 100% and 25% (95% confidence interval=0, 53), respectively. CONCLUSION: In pregnancies with NVFGB, AFGGT level ≥2.5th percentile likely excludes fetal BA. Although AFGGT level <2.5th percentile is not diagnostic of fetal BA, fetuses with AFGGT below this level should be referred for early postnatal investigation.


Subject(s)
Amniotic Fluid , Biliary Atresia , Gallbladder , Gestational Age , gamma-Glutamyltransferase , Humans , gamma-Glutamyltransferase/blood , Female , Pregnancy , Retrospective Studies , Reference Values , Amniotic Fluid/chemistry , Biliary Atresia/diagnosis , Biliary Atresia/blood , Predictive Value of Tests , Adult , Prenatal Diagnosis/methods
5.
J Proteome Res ; 23(5): 1744-1756, 2024 May 03.
Article in English | MEDLINE | ID: mdl-38569191

ABSTRACT

Early diagnosis of biliary atresia (BA) is crucial for improving the chances of survival and preserving the liver function of pediatric patients with BA. Herein, we performed proteomics analysis using data-independent acquisition (DIA) and parallel reaction monitoring (PRM) to explore potential biomarkers for the early diagnosis of BA compared to other non-BA jaundice cases. Consequently, we detected and validated differential protein expression in the plasma of patients with BA compared to the plasma of patients with intrahepatic cholestasis. Bioinformatics analysis revealed the enriched biological processes characteristic of BA by identifying the differential expression of specific proteins. Signaling pathway analysis revealed changes in the expression levels of proteins associated with an alteration in immunoglobulin levels, which is indicative of immune dysfunction in BA. The combination of polymeric immunoglobulin receptor expression and immunoglobulin lambda variable chain (IGL c2225_light_IGLV1-47_IGLJ2), as revealed via machine learning, provided a useful early diagnostic model for BA, with a sensitivity of 0.8, specificity of 1, accuracy of 0.89, and area under the curve value of 0.944. Thus, our study identified a possible effective plasma biomarker for the early diagnosis of BA and could help elucidate the underlying mechanisms of BA.


Subject(s)
Biliary Atresia , Biomarkers , Early Diagnosis , Proteomics , Biliary Atresia/diagnosis , Biliary Atresia/blood , Humans , Biomarkers/blood , Proteomics/methods , Female , Infant , Male , Computational Biology/methods , Machine Learning , Sensitivity and Specificity
6.
Hepatology ; 80(1): 152-162, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38446707

ABSTRACT

BACKGROUND AND AIMS: High levels of serum matrix metalloproteinase-7 (MMP-7) have been linked to biliary atresia (BA), with wide variation in concentration cutoffs. We investigated the accuracy of serum MMP-7 as a diagnostic biomarker in a large North American cohort. APPROACH AND RESULTS: MMP-7 was measured in serum samples of 399 infants with cholestasis in the Prospective Database of Infants with Cholestasis study of the Childhood Liver Disease Research Network, 201 infants with BA and 198 with non-BA cholestasis (age median: 64 and 59 days, p = 0.94). MMP-7 was assayed on antibody-bead fluorescence (single-plex) and time resolved fluorescence energy transfer assays. The discriminative performance of MMP-7 was compared with other clinical markers. On the single-plex assay, MMP-7 generated an AUROC of 0.90 (CI: 0.87-0.94). At cutoff 52.8 ng/mL, it produced sensitivity = 94.03%, specificity = 77.78%, positive predictive value = 64.46%, and negative predictive value = 96.82% for BA. AUROC for gamma-glutamyl transferase = 0.81 (CI: 0.77-0.86), stool color = 0.68 (CI: 0.63-0.73), and pathology = 0.84 (CI: 0.76-0.91). Logistic regression models of MMP-7 with other clinical variables individually or combined showed an increase for MMP-7+gamma-glutamyl transferase AUROC to 0.91 (CI: 0.88-0.95). Serum concentrations produced by time resolved fluorescence energy transfer differed from single-plex, with an optimal cutoff of 18.2 ng/mL. Results were consistent within each assay technology and generated similar AUROCs. CONCLUSIONS: Serum MMP-7 has high discriminative properties to differentiate BA from other forms of neonatal cholestasis. MMP-7 cutoff values vary according to assay technology. Using MMP-7 in the evaluation of infants with cholestasis may simplify diagnostic algorithms and shorten the time to hepatoportoenterostomy.


Subject(s)
Biliary Atresia , Biomarkers , Matrix Metalloproteinase 7 , Humans , Matrix Metalloproteinase 7/blood , Biliary Atresia/diagnosis , Biliary Atresia/blood , Biomarkers/blood , Infant , Female , Male , Infant, Newborn , Cohort Studies , Cholestasis/diagnosis , Cholestasis/blood , Prospective Studies
7.
Gastroenterol. hepatol. (Ed. impr.) ; 45(1): 47-58, Ene. 2022. tab, graf
Article in English | IBECS | ID: ibc-204128

ABSTRACT

Introduction: Correctly identifying patients with biliary atresia (BA), while avoiding invasive diagnostic methods is challenging. The purpose of this study was to determine the value of serum immune indicators for distinguishing BA from other causes of cholestasis in infants.Patients and methods: The data of infants with a surgical/histological diagnosis of BA and those with other causes of cholestatic jaundice were retrospectively analyzed. Patients were divided into a BA group and a cholestasis control (CC) group. Biochemical parameters, major lymphocyte subsets, immunoglobin and C3 and C4 complement levels were compared between the groups.Results: A total of 129 infants with BA and 63 with other causes of cholestasis (CC control group) with a median age of 2.2 months were included in the analysis. The levels of CD3+ T cells, CD3+CD4+ T cells, and premature T cells and the levels of C3 and C4 were all significantly higher in the BA group compared to the CC group (all P<0.05). Pair-wise correlation analyses indicated that C3 and C4 had a significant positive correlation with γ-GT in the BA group, but not in the CC group. Five indices were found to be significantly associated with BA: stool color, globulin, γ-GT, C3 and C4. A model incorporating stool color, gamma-glutamyl transpeptidase level, and C3 level exhibited an area under the ROC curve (AUC) of 0.93, and a sensitivity of 93% and specificity of 83% for the diagnosis of BA.Conclusions: Models incorporating serum C3 levels may be useful for accurately diagnosing BA in infants.


Introducción: Es difícil la identificación correcta de los pacientes con atresia biliar (AB), evitando los métodos diagnósticos invasivos. El objetivo de este estudio fue determinar el valor de los indicadores inmunológicos séricos para distinguir AB de otras causas de colestasis en niños.Pacientes y métodos: Se analizaron retrospectivamente los datos de niños con diagnóstico quirúrgico/histológico de AB y los datos de niños con otras causas de ictericia colestásica. Se dividió a los pacientes entre el grupo AB y el grupo de control de colestasis (CC). Se comparó entre los dos grupo los parámetros bioquímicos, principales subconjuntos linfocíticos, inmunoglobina y niveles séricos de C3 y C4 del complemento.Resultados: Se incluyó en el análisis a un total de 129 niños con AB y 63 con otras causas de colestasis (grupo control CC) con una edad media de 2,2 meses. Los niveles de células T CD3+, células T CD3+CD4+, células T prematuras y los niveles de C3 y C4 fueron significativamente más altos en el grupo AB en comparación con el grupo CC (all P < 0,05). Los análisis de correlación pareada indicaron que C3 y C4 tenían una correlación positiva significativa con -GT en el grupo AB, pero no en el grupo CC. Se determinó que cinco índices estaban significativamente asociados a AB: color de las heces, globulina, -GT, C3 y C4. Un modelo que incorporó el color de las heces, nivel de gamma-glutamil transpeptidasa, y nivel de C3 reflejó un área bajo la curva ROC (AUC) de 0,93, sensibilidad del 93% y especificidad del 83% para el diagnóstico de AB.Conclusiones: Los modelos que incorporan niveles séricos de C3 pueden ser de utilidad para diagnosticar AB de manera precisa en niños.


Subject(s)
Humans , Child , Biliary Atresia/diagnosis , Biliary Atresia/blood , Complement C3/analysis , Complement C4/analysis , Cholestasis , Retrospective Studies , Gastroenterology , Jaundice, Obstructive
8.
Gastroenterol Hepatol ; 45(1): 47-58, 2022 Jan.
Article in English, Spanish | MEDLINE | ID: mdl-34029644

ABSTRACT

INTRODUCTION: Correctly identifying patients with biliary atresia (BA), while avoiding invasive diagnostic methods is challenging. The purpose of this study was to determine the value of serum immune indicators for distinguishing BA from other causes of cholestasis in infants. PATIENTS AND METHODS: The data of infants with a surgical/histological diagnosis of BA and those with other causes of cholestatic jaundice were retrospectively analyzed. Patients were divided into a BA group and a cholestasis control (CC) group. Biochemical parameters, major lymphocyte subsets, immunoglobin and C3 and C4 complement levels were compared between the groups. RESULTS: A total of 129 infants with BA and 63 with other causes of cholestasis (CC control group) with a median age of 2.2 months were included in the analysis. The levels of CD3+ T cells, CD3+CD4+ T cells, and premature T cells and the levels of C3 and C4 were all significantly higher in the BA group compared to the CC group (all P<0.05). Pair-wise correlation analyses indicated that C3 and C4 had a significant positive correlation with γ-GT in the BA group, but not in the CC group. Five indices were found to be significantly associated with BA: stool color, globulin, γ-GT, C3 and C4. A model incorporating stool color, gamma-glutamyl transpeptidase level, and C3 level exhibited an area under the ROC curve (AUC) of 0.93, and a sensitivity of 93% and specificity of 83% for the diagnosis of BA. CONCLUSIONS: Models incorporating serum C3 levels may be useful for accurately diagnosing BA in infants.


Subject(s)
Biliary Atresia/blood , Biliary Atresia/diagnosis , Complement C3/analysis , Area Under Curve , Biliary Atresia/complications , Complement C4/analysis , Female , Humans , Immunoglobulins/blood , Infant , Jaundice, Obstructive/etiology , Lymphocyte Subsets , Male , Retrospective Studies , Sensitivity and Specificity , gamma-Glutamyltransferase/blood
9.
Medicine (Baltimore) ; 100(50): e28197, 2021 Dec 17.
Article in English | MEDLINE | ID: mdl-34918678

ABSTRACT

ABSTRACT: The diagnosis of biliary atresia (BA) remains a clinical challenge, reliable biomarkers that can easily distinguish BA and other forms of intrahepatic cholestasis (IC) are urgently needed.Differentially expressed genes were identified by R software. The least absolute shrinkage and selection operator regression and support vector machine algorithms were used to filter the diagnostic biomarkers of BA. The candidate biomarkers were further validated in another independent cohort of patients with BA and IC. Then CIBERSORT was used for estimating the fractions of immune cell types in BA. Gene set enrichment analyses were conducted and the correlation between diagnostic genes and immune cells was analyzed.A total of 419 differentially expressed genes in BA were detected and 2 genes (secreted phosphoprotein 1 [SPP1] and ankyrin repeat domain [ANKRD1]) among them were selected as diagnostic biomarkers. The SPP1 yielded an area under the curve (AUC) value of 0.798 (95% confidence interval [CI]: 0.742-0.854) to distinguish patients with BA from those with IC, and ANKRD1 exhibited AUC values of 0.686 (95% CI: 0.616-0.754) in discriminating BA patients and those with IC. Further integrating them into one variable resulted in a higher AUC of 0.830 (95% CI: 0.777-0.879). The regulatory T cells, M2 macrophages cells, CD4 memory T cells, and dendritic cells may be involved in the BA process. The ANKRD1 and SPP1 was negatively correlated with regulatory T cells.In conclusion, the ANKRD1 and SPP1 could potentially provide extra guidance in discriminating BA and IC. The immune cell infiltration of BA gives us new insight to explore its pathogenesis.


Subject(s)
Biliary Atresia/diagnosis , Biomarkers/blood , Muscle Proteins/genetics , Nuclear Proteins/genetics , Osteopontin/genetics , Repressor Proteins/genetics , Ankyrin Repeat , Biliary Atresia/blood , Biliary Atresia/metabolism , Humans , Memory T Cells , Muscle Proteins/metabolism , Nuclear Proteins/metabolism , Osteopontin/metabolism , Repressor Proteins/metabolism
10.
Sci Rep ; 11(1): 16695, 2021 08 17.
Article in English | MEDLINE | ID: mdl-34404836

ABSTRACT

This study aimed to determine whether mRNA and protein levels of cartilage oligomeric matrix protein (COMP), a glycoprotein responsible for modulating homeostasis of extracellular matrix, in the systemic and local liver environments were associated with clinical parameters of biliary atresia (BA) patients and might serve as a biomarker for BA severity. COMP protein levels in the circulation of 96 BA patients and 56 healthy controls and its mRNA and protein expressions in the liver of 20 BA patients and 5 non-BA patients were evaluated using enzyme-linked immunosorbent assay, real-time polymerase chain reaction, and immunohistochemistry, respectively. In the circulation of BA patients, COMP levels were significantly higher than those in healthy controls. Compared with early-stage BA patients, those with advanced-stage including jaundice, fibrosis, and hepatic dysfunction had significantly increased circulating COMP levels. Raised circulating COMP levels were found to be independently correlated with degree of liver fibrosis. Survival analysis showed that elevated circulating COMP levels were significantly associated with decreased survival of BA patients. Receiver-operating characteristic curve analysis unveiled a diagnostic value of circulating COMP as a non-invasive biomarker of BA (AUC = 0.99), with a sensitivity of 100.0% and a specificity of 98.2%. In the liver, both COMP mRNA and protein expressions of BA patients with fibrosis were significantly greater than those of BA patients without fibrosis and non-BA patients. Collectively, increased circulating COMP might reflect unfavorable outcome of BA patients and have potential as a novel biomarker for the disease severity following Kasai-operation.


Subject(s)
Biliary Atresia/pathology , Cartilage Oligomeric Matrix Protein/analysis , Liver Cirrhosis/pathology , Adolescent , Biliary Atresia/blood , Biliary Atresia/complications , Biliary Atresia/genetics , Biomarkers/analysis , Cartilage Oligomeric Matrix Protein/blood , Cartilage Oligomeric Matrix Protein/genetics , Child , Disease Progression , Female , Humans , Liver Cirrhosis/blood , Liver Cirrhosis/complications , Liver Cirrhosis/genetics , Male , RNA, Messenger/genetics
11.
Sci Rep ; 11(1): 11692, 2021 06 03.
Article in English | MEDLINE | ID: mdl-34083585

ABSTRACT

To evaluate the accuracy of biomarkers for the early diagnosis of biliary atresia (BA) and prognostic stratification after Kasai portoenterostomy (KPE). We conducted a systematic review of PubMed, Web of Science, Embase, Scopus and OVID for English literature reporting BA biomarkers published before August 2020. Screening, data extraction, and quality assessment were performed in duplicate. A total of 51 eligible studies were included in the systematic review, and data from 12 (4182 subjects) were extracted for meta-analysis regarding the following 2 domains: (1) serum matrix metallopeptidase-7 (MMP-7), interleukin33 (IL-33) and γ-glutamyl transferase (GGT) to differentiate BA from non-BA; (2) the aspartate aminotransferase to platelet ratio index (APRi) to predict post-KPE liver fibrosis/cirrhosis. The summary sensitivity, specificity and area under the curve (AUC) of MMP-7 for diagnosing BA were 96%, 91% and 0.9847, respectively, and those of GGT were 80%, 79% and 0.9645, respectively. The summary sensitivity and specificity of IL-33 for diagnosing BA were 77% and 85%, respectively. The summary sensitivity and specificity of APRi for predicting post-KPE liver fibrosis were 61% and 80%, respectively, and the summary sensitivity, specificity and AUC of APRi for predicting post-KPE cirrhosis were 78%, 83% and 0.8729, respectively. Moreover, good evidence was shown in investigations of serum IL-18 and IL-33 in distinguishing BA from healthy controls, serum IL-18 for prognosis of post-KPE persistent jaundice, and serum hyaluronic acid and MMP-7 for prognosis of post-KPE significant liver fibrosis. MMP-7, IL-33 and GGT are useful biomarkers to assist in the diagnosis of BA. APRi might be used to predict post-KPE significant liver fibrosis and cirrhosis. These noninvasive biomarkers can be integrated into the management protocol of BA.


Subject(s)
Biliary Atresia/blood , Biliary Atresia/diagnostic imaging , Biomarkers/metabolism , Portoenterostomy, Hepatic/methods , Biliary Atresia/metabolism , Humans , Matrix Metalloproteinase 7/metabolism , Prognosis
12.
Hepatology ; 74(2): 864-878, 2021 08.
Article in English | MEDLINE | ID: mdl-33559243

ABSTRACT

BACKGROUND AND AIMS: Biliary atresia (BA) is a devastating cholangiopathy of infancy. Upon diagnosis, surgical reconstruction by Kasai hepatoportoenterostomy (HPE) restores biliary drainage in a subset of patients, but most patients develop fibrosis and progress to end-stage liver disease requiring liver transplantation for survival. In the murine model of BA, rhesus rotavirus (RRV) infection of newborn pups results in a cholangiopathy paralleling that of human BA. High-mobility group box 1 (HMGB1) is an important member of the danger-associated molecular patterns capable of mediating inflammation during infection-associated responses. In this study, we investigated the role of HMGB1 in BA pathogenesis. APPROACH AND RESULTS: In cholangiocytes, RRV induced the expression and release of HMGB1 through the p38 mitogen-activated protein kinase signaling pathway, and inhibition of p38 blocked HMGB1 release. Treatment of cholangiocytes with ethyl pyruvate suppressed the release of HMGB1. Administration of glycyrrhizin in vivo decreased symptoms and increased survival in the murine model of BA. HMGB1 levels were measured in serum obtained from infants with BA enrolled in the PROBE and START studies conducted by the Childhood Liver Disease Research Network. High HMGB1 levels were found in a subset of patients at the time of HPE. These patients had higher bilirubin levels 3 months post-HPE and a lower survival of their native liver at 2 years. CONCLUSIONS: These results suggest that HMGB1 plays a role in virus induced BA pathogenesis and could be a target for therapeutic interventions in a subset of patients with BA and high HMGB1.


Subject(s)
Biliary Atresia/pathology , End Stage Liver Disease/epidemiology , HMGB1 Protein/blood , HMGB1 Protein/metabolism , Rotavirus Infections/pathology , Animals , Animals, Newborn , Bile Ducts/metabolism , Bile Ducts/pathology , Bile Ducts/surgery , Biliary Atresia/blood , Biliary Atresia/surgery , Biliary Atresia/virology , Bilirubin/blood , Biomarkers/blood , Cell Line , Child, Preschool , Chlorocebus aethiops , Disease Models, Animal , End Stage Liver Disease/pathology , Epithelial Cells , Humans , Infant , Infant, Newborn , Mice , Portoenterostomy, Hepatic , Risk Assessment , Risk Factors , Rotavirus/metabolism , Rotavirus/pathogenicity , Rotavirus Infections/virology , Treatment Outcome
13.
Cell ; 183(7): 1867-1883.e26, 2020 12 23.
Article in English | MEDLINE | ID: mdl-33248023

ABSTRACT

Biliary atresia (BA) is a severe cholangiopathy that leads to liver failure in infants, but its pathogenesis remains to be fully characterized. By single-cell RNA profiling, we observed macrophage hypo-inflammation, Kupffer cell scavenger function defects, cytotoxic T cell expansion, and deficiency of CX3CR1+effector T and natural killer (NK) cells in infants with BA. More importantly, we discovered that hepatic B cell lymphopoiesis did not cease after birth and that tolerance defects contributed to immunoglobulin G (IgG)-autoantibody accumulation in BA. In a rhesus-rotavirus induced BA model, depleting B cells or blocking antigen presentation ameliorated liver damage. In a pilot clinical study, we demonstrated that rituximab was effective in depleting hepatic B cells and restoring the functions of macrophages, Kupffer cells, and T cells to levels comparable to those of control subjects. In summary, our comprehensive immune profiling in infants with BA had educed that B-cell-modifying therapies may alleviate liver pathology.


Subject(s)
Biliary Atresia/immunology , Biliary Atresia/therapy , Liver/immunology , Animals , Antigens, CD20/metabolism , B-Lymphocytes/immunology , Biliary Atresia/blood , Biliary Atresia/drug therapy , Biopsy , CX3C Chemokine Receptor 1/metabolism , Cell Death , Cell Line , Cell Proliferation , Cell Transdifferentiation , Child , Child, Preschool , Cohort Studies , Cytotoxicity, Immunologic , Disease Models, Animal , Female , Humans , Immunoglobulin G/metabolism , Infant , Inflammation/pathology , Killer Cells, Natural/immunology , Kupffer Cells/pathology , Liver/pathology , Liver Cirrhosis/blood , Liver Cirrhosis/complications , Liver Cirrhosis/immunology , Liver Cirrhosis/pathology , Lymphocyte Depletion , Lymphopoiesis , Male , Mice, Inbred BALB C , Phagocytosis , RNA/metabolism , Rituximab/administration & dosage , Rituximab/pharmacology , Rituximab/therapeutic use , Rotavirus/physiology , Single-Cell Analysis , Th1 Cells/immunology , Th17 Cells/immunology
14.
Medicine (Baltimore) ; 99(31): e21332, 2020 Jul 31.
Article in English | MEDLINE | ID: mdl-32756118

ABSTRACT

Biliary atresia (BA) is a devastating cholestatic disorder of infants that presents during the first several months after birth due to an idiopathic obstruction to the bile flow. Without prompt diagnosis, Kasai portoenterostomy, and deliberate follow-ups, the resulting cholestasis leads to progressive hepatic failure. Oxidative stress is an abnormal phenomenon inside cells or tissues caused by a disturbance in the reactive oxygen species (ROS). We aimed to measure perioperative ROS in BA patients.Data are presented as median (25th, 75th percentiles). We evaluated 15 BA patients (age 55 [48, 69] days) and measured ROS; serum superoxide dismutase (SOD), urinary 8-iso prostaglandin F2α (8-iso-PGF2α) and 8-hydroxy-2'-deoxyguanosine (8-OHdG) preoperatively and 30 days later to compare values with serum liver function tests and histologic grades of liver cholestasis. For compared BA patients, 4 normal subjects as control group (age 55 [27, 75] days) measured ROS and serum liver function tests.In BA patients, the preoperative serum SOD was 6.1 IU/mL (4.7, 7.2), urinary 8-iso-PGF2α was 1969 pg/mg Cre (1697, 2374), and urinary 8-OHdG was 37.1 ng/mg Cre (33.1, 53.7). At the postoperative day 30, the serum SOD was 5.2 IU/mL (4.2, 6.7), urinary 8-iso-PGF2α was 1761 pg/mg Cre (1256, 3036), and urinary 8-OHdG was 42.1 ng/mg Cre (29.65, 72.64). In ROS, there were no significant differences between the 2 periods. In control group, urinary 8-iso-PGF2α was significantly lower than that in preoperative BA patient group. However, other ROS were not significant differences between control group and BA patient group. The concentration of urinary 8-iso-PGF2α was positively correlated with total bilirubin and direct bilirubin levels (preoperatively: r = 0.6921, P = .0042 and r = 0.6639, P = .007, postoperatively: r = 0.6036, P = .0172 and r = 0.6464, P = .0092, respectively). The preoperative ROS were not correlated with histologic grades of liver cholestasis. Various factors such as liver inflammation, lipid malabsorption, and tissue disorders due to jaundice might affect the antioxidant activity and elevated urinary 8-iso-PGF2α. However, at least until 30 days later, urinary 8-OHdG as oxidative DNA damage might persist after the operation whether the cholestasis improved or not.


Subject(s)
Biliary Atresia/surgery , Reactive Oxygen Species/blood , Biliary Atresia/blood , Bilirubin/metabolism , Biomarkers/blood , Biomarkers/urine , Case-Control Studies , Female , Humans , Infant , Liver Function Tests , Male , Retrospective Studies
15.
World J Gastroenterol ; 26(21): 2821-2830, 2020 Jun 07.
Article in English | MEDLINE | ID: mdl-32550757

ABSTRACT

BACKGROUND: Untreated neonatal cholestasis can progress to liver cirrhosis and end stage liver disease in infancy due to prolonged hepatocyte and biliary tree injury and may require liver transplantation. Therefore, non-invasive evaluation of hepatic fibrosis is important in infants with cholestasis. AIM: To investigate the usefulness of periportal thickening (PT) measured on liver magnetic resonance imaging (MRI) for the assessment of hepatic fibrosis in infants with cholestasis including biliary atresia (BA). METHODS: This retrospective study included infants less than 6 mo who underwent liver MRI and biopsy for the evaluation of infantile cholestasis. PT and spleen size were measured on MRI. Serologic assessment was based on aspartate transaminase to platelet ratio index (APRI). The grade of histopathologic fibrosis was assessed by the METAVIR grading system. Correlation and diagnostic performance of PT, normalized spleen size ratio (SR, using the upper normal size limit), and APRI for diagnosing hepatic fibrosis were obtained by receiver-operating characteristic (ROC) curve analysis. RESULTS: A total of 155 patients were included, 110 of which were diagnosed with BA. Mean age at the time of MRI was 57.6 ± 34.4 d. There were positive correlations between fibrosis grade and PT and SR, even after adjusting age (all, P < 0.001). For the diagnosis of significant fibrosis (METAVIR grade F2-F4), the area under the ROC curve was 0.899 (95%CI: 0.840-0.941) for PT (cutoff, 4.2 mm), which was higher than 0.741 (95%CI: 0.664-0.808) for SR and 0.712 (95%CI: 0.634-0.782) for APRI (both, P < 0.001). For the diagnosis of cirrhosis (F4), the area under the ROC curve was the highest with SR as 0.790 (95%CI: 0.718-0.852). CONCLUSION: Liver MRI findings of PT and SR are useful to assess clinically significant hepatic fibrosis (F2 and higher) in infants with cholestasis including BA.


Subject(s)
Biliary Atresia/complications , Cholestasis/etiology , Hyperbilirubinemia/etiology , Liver Cirrhosis/diagnosis , Liver/diagnostic imaging , Aspartate Aminotransferases/blood , Biliary Atresia/blood , Biliary Atresia/diagnosis , Biliary Atresia/pathology , Biopsy , Cholestasis/blood , Cholestasis/pathology , Female , Humans , Hyperbilirubinemia/blood , Hyperbilirubinemia/pathology , Infant , Infant, Newborn , Liver/blood supply , Liver/pathology , Liver Cirrhosis/blood , Liver Cirrhosis/etiology , Liver Cirrhosis/pathology , Magnetic Resonance Imaging , Male , Platelet Count , Portal Vein/diagnostic imaging , ROC Curve , Retrospective Studies , Severity of Illness Index
16.
Transplant Proc ; 52(6): 1818-1820, 2020.
Article in English | MEDLINE | ID: mdl-32571708

ABSTRACT

INTRODUCTION: Serum beta-D-glucan (BDG) levels may increase with anti-adhesion barrier film (ABF) use during pediatric living donor liver transplantation (LDLT). It may affect detection of fungal infections after LDLT. We evaluate BDG levels after pediatric LDLT. METHODS: Pediatric patients who received an ABF during LDLT were included. Patients who may have had fungal infections prior to LDLT were excluded. One sheet of ABF was placed in the peritoneum during abdominal closure. Serum BDG levels before transplantation and on postoperative days (PODs) 1, 4, 7, 14, 21, and 28 and peritoneal fluid BDG levels on PODs 1 and 7 were measured. RESULTS: Sixteen patients received an ABF during LDLT. Median age at transplant was 1.9 years (range, 6-11 years). Median body weight was 12.6 kg (range, 6.8-39 kg). Indications for LDLT were biliary atresia (n = 10) and other (n = 5). Prior to transplantation, the mean serum BDG level was 3.8 pg/mL. Mean Serum BDG levels were 18.1, 38.3, 5.3, 3.8, 3.3, and 3.3 pg/mL on PODs 1, 4, 7, 14, 21, and 28, respectively. Mean peritoneal fluid BDG levels were 485.9 and 240.4 pg/mL on PODs 1 and 7, respectively. No clinical fungal infections were observed. CONCLUSIONS: BDG levels were high in serum and peritoneal fluid after pediatric LDLT. Serum BDG levels normalized after POD 7. Careful interpretation of BDG levels until POD 7 is needed when an ABF has been used.


Subject(s)
Abdominal Wound Closure Techniques/adverse effects , Liver Transplantation/adverse effects , Mycoses/prevention & control , Postoperative Complications/prevention & control , beta-Glucans/blood , Biliary Atresia/blood , Biliary Atresia/surgery , Biofilms , Child , Child, Preschool , Female , Humans , Infant , Liver Transplantation/methods , Living Donors , Male , Mycoses/diagnosis , Mycoses/etiology , Postoperative Complications/diagnosis , Postoperative Complications/microbiology , Postoperative Period , Preoperative Period , Tissue Adhesions/diagnosis , Tissue Adhesions/microbiology , Tissue Adhesions/prevention & control
17.
J Intern Med ; 288(5): 570-580, 2020 11.
Article in English | MEDLINE | ID: mdl-32496659

ABSTRACT

BACKGROUND: The prognosis of patients with biliary atresia (BA) after Kasai portoenterostomy (KPE) varies, and precisely predicting the outcomes of KPE before surgery is still challenging. METHODS: A total of 158 patients who underwent KPE in our hospital were included in this study. The patients in the training cohort were recruited from January 2012 to October 2017 (n = 118), and then, those in the validation cohort were recruited from November 2017 to April 2019 (n = 40). Combined nomogram models were developed based on two-dimensional shear wave elastography (2D SWE) values and other biomarkers. The utility of the proposed models was evaluated by C-index. RESULTS: 2D SWE played a potentially important role in predicting native liver survival (NLS) of BA patients with a C-index of 0.69 (0.63 to 0.75) in the training cohort and 0.76 (0.67 to 0.85) in the validation cohort. The nomogram A based on 2D SWE values, age, gamma-glutamyl transferase (GGT) and aspartate aminotransferase-to-platelet ratio (APRI) had a better C-index in the training cohort [0.74 (0.68-0.80) vs. 0.66 (0.60-0.73), P = 0.017] and in the validation cohort [0.78 (0.70-0.86) vs. 0.60 (0.49-0.71), P = 0.002] than the nomogram B (without 2D SWE). Using risk score developed from nomogram A, we successfully predicted 88.0% (22/25) of patients in the training cohort and 75.0% (9/12) in the validation cohort to have survival time of less than 12 months after KPE. CONCLUSION: The combined nomogram model based on 2D SWE values, age, GGT and APRI prior to KPE can effectively predict NLS in BA infants.


Subject(s)
Biliary Atresia/diagnostic imaging , Biliary Atresia/surgery , Biomarkers/blood , Elasticity Imaging Techniques , Portoenterostomy, Hepatic , Age Factors , Aspartate Aminotransferases/blood , Biliary Atresia/blood , Biliary Atresia/pathology , Biopsy , Follow-Up Studies , Humans , Infant , Infant, Newborn , Liver/diagnostic imaging , Liver/enzymology , Liver/pathology , Nomograms , Platelet Count , Prospective Studies , Treatment Outcome , gamma-Glutamyltransferase/blood
18.
Sci Rep ; 10(1): 6752, 2020 04 21.
Article in English | MEDLINE | ID: mdl-32317688

ABSTRACT

Few reports describe oxysterols in healthy children or in children with liver disease. We aimed to determine whether developmental changes in urinary and serum oxysterols occur during childhood, and to assess whether oxysterols might be biomarkers for pediatric liver disease. Healthy children enrolled as subjects (36 and 35 for urine and serum analysis, respectively) included neonates, infants, preschoolers, and school-age children, studied along with 14 healthy adults and 8 children with liver disease. We quantitated 7 oxysterols including 4ß-, 20(S)-, 22(S)-, 22(R)-, 24(S)-, 25-, and 27-hydroxycholesterol using liquid chromatography/electrospray ionization-tandem mass spectrometry. Urinary total oxysterols were significantly greater in neonates than in infants (P < 0.05), preschoolers (P < 0.001), school-age children (P < 0.001), or adults (P < 0.001), declining with age. Serum total oxysterols in neonates were significantly lower than in infants (P < 0.05), preschoolers (P < 0.001), school-age children (P < 0.05), or adults (P < 0.01). Compared with healthy children, total oxysterols and 24(S)-hydroxycholesterol in liver disease were significantly increased in both urine (P < 0.001 and P < 0.001, respectively) and serum (P < 0.001 and P < 0.05, respectively). Oxysterols in liver disease, particularly 24(S)-hydroxycholesterol, were greater in urine than serum. Oxysterols change developmentally and might serve as a biomarker for pediatric liver disease. To our knowledge, this is the first such report.


Subject(s)
Biliary Atresia/diagnosis , Choledochal Cyst/diagnosis , Cholestasis, Intrahepatic/diagnosis , Hepatitis, Autoimmune/diagnosis , Liver Failure, Acute/diagnosis , Oxysterols , Adolescent , Adult , Age Factors , Biliary Atresia/blood , Biliary Atresia/pathology , Biliary Atresia/urine , Biomarkers/blood , Biomarkers/urine , Case-Control Studies , Child , Child, Preschool , Choledochal Cyst/blood , Choledochal Cyst/pathology , Choledochal Cyst/urine , Cholestasis, Intrahepatic/blood , Cholestasis, Intrahepatic/pathology , Cholestasis, Intrahepatic/urine , Female , Hepatitis, Autoimmune/blood , Hepatitis, Autoimmune/pathology , Hepatitis, Autoimmune/urine , Humans , Infant , Infant, Newborn , Liver/metabolism , Liver/pathology , Liver Failure, Acute/blood , Liver Failure, Acute/pathology , Liver Failure, Acute/urine , Male , Middle Aged , Oxysterols/blood , Oxysterols/urine , Spectrometry, Mass, Electrospray Ionization
19.
J Pediatr Surg ; 55(10): 2177-2182, 2020 Oct.
Article in English | MEDLINE | ID: mdl-32192737

ABSTRACT

BACKGROUND: Patients with biliary atresia (BA) with extrahepatic cystic degeneration (BACD) have a unique pathophysiology; however, clinical outcomes and progression of perinatal degeneration are not well-defined. We aimed to investigate the differences in clinical characteristics and outcomes between BACD and isolated BA (IBA). METHODS: We performed a retrospective analysis of patients with BA who underwent Kasai portoenterostomy (KPE) from August 1997 to January 2018 and compared the clinical features and outcomes between BACD (n = 21) and IBA (n = 237). Matched-pair analysis for age and sex was performed between BACD and IBA groups to reduce confounding. RESULTS: Before matched-pair analysis, we found that BACD patients were younger at KPE (45 vs. 64 days, p = 0.008), showed lower total bilirubin at the 3-month follow-up (0.5 vs. 1.4 mg/dL, p = 0.002), and higher 5-year native liver survival rate (95.2% vs. 61.4%, p = 0.006) than IBA patients. After matching, the BACD group showed significantly lower total bilirubin levels at the 3-month follow-up (0.5 vs. 1.5 mg/dL, p = 0.036) and higher 5-year native liver survival rate (95.2% vs. 57.5%, p = 0.006) than the IBA group. CONCLUSION: BACD demonstrated higher bilirubin clearance and native liver survival rates than IBA. LEVELS OF EVIDENCE: Treatment Study, Level III.


Subject(s)
Biliary Atresia/complications , Biliary Atresia/surgery , Cysts/complications , Biliary Atresia/blood , Bilirubin/blood , Cysts/blood , Female , Humans , Infant , Liver/physiopathology , Liver Function Tests , Male , Matched-Pair Analysis , Portoenterostomy, Hepatic , Retrospective Studies , Survival Rate , Treatment Outcome
20.
JAMA ; 323(12): 1141-1150, 2020 03 24.
Article in English | MEDLINE | ID: mdl-32207797

ABSTRACT

Importance: Treating biliary atresia in newborns earlier can delay or prevent the need for liver transplant; however, treatment typically occurs later because biliary atresia is difficult to detect during its early stages. Objective: To determine the diagnostic yield of newborn screening for biliary atresia with direct or conjugated bilirubin measurements and to evaluate the association of screening implementation with clinical outcomes. Design, Setting, and Participants: A cross-sectional screening study of 124 385 infants born at 14 Texas hospitals between January 2015 and June 2018; and a pre-post study of 43 infants who underwent the Kasai portoenterostomy as treatment for biliary atresia at the region's largest pediatric hepatology center before (January 2008-June 2011) or after (January 2015-June 2018) screening implementation. Final follow-up occurred on July 15, 2019. Exposures: Two-stage screening with direct or conjugated bilirubin measurements. In stage 1, all newborns were tested within the first 60 hours of life, with a positive screening result defined as bilirubin levels exceeding derived 95th percentile reference intervals. In stage 2, infants who had a positive screening result in stage 1 were retested at or before the 2-week well-child visit, with a positive screening result defined as bilirubin levels greater than the stage 1 result or greater than 1 mg/dL. Main Outcomes and Measures: The primary outcomes of the screening study were sensitivity, specificity, positive predictive value, and negative predictive value based on infants testing positive in both stages. The reference standard was biliary atresia diagnosed at the region's pediatric hepatology centers. The primary outcome of the pre-post study was the age infants underwent the Kasai portoenterostomy for treatment of biliary atresia. Results: Of 124 385 newborns in the screening study, 49.2% were female, 87.6% were of term gestational age, 70.0% were white, and 48.1% were Hispanic. Screening identified the 7 known infants with biliary atresia with a sensitivity of 100% (95% CI, 56.1%-100.0%), a specificity of 99.9% (95% CI, 99.9%-99.9%), a positive predictive value of 5.9% (95% CI, 2.6%-12.2%), and a negative predictive value of 100.0% (95% CI, 100.0%-100.0%). In the pre-post study, 24 infants were treated before screening implementation and 19 infants were treated after screening implementation (including 6 of 7 from the screening study, 7 from screening at nonstudy hospitals, and 6 from referrals because of clinical symptoms). The age infants underwent the Kasai portoenterostomy was significantly younger after screening was implemented (mean age, 56 days [SD, 19 days] before screening implementation vs 36 days [SD, 22 days] after screening implementation; between-group difference, 19 days [95% CI, 7-32 days]; P = .004). Conclusions and Relevance: Newborn screening with direct or conjugated bilirubin measurements detected all known infants with biliary atresia in the study population, although the 95% CI around the sensitivity estimate was wide and the study design did not ensure complete ascertainment of false-negative results. Research is needed in larger populations to obtain more precise estimates of diagnostic yield and to better understand the clinical outcomes and cost-effectiveness of this screening approach.


Subject(s)
Biliary Atresia/diagnosis , Bilirubin/blood , Neonatal Screening/methods , Portoenterostomy, Hepatic/statistics & numerical data , Age Factors , Biliary Atresia/blood , Biliary Atresia/surgery , Cross-Sectional Studies , Female , Humans , Infant , Infant, Newborn , Liver Transplantation , Male , Predictive Value of Tests , Reference Values , Sensitivity and Specificity , Time-to-Treatment
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