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1.
Eur Rev Med Pharmacol Sci ; 28(8): 3104-3111, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38708469

ABSTRACT

OBJECTIVE: Liver biopsy is the gold standard method to evaluate patients with non-alcoholic fatty liver disease (NAFLD). However, due to its several limitations and complications, a reliable and non-invasive marker is required to assess liver fibrosis. In this study, we compared the performance of the FIB-4 index [based on age, aspartate aminotransferase (AST), and alanine aminotransferase (ALT) levels and platelets count] with the Scheuer scoring system of liver biopsies to evaluate the diagnostic utility of FIB-4 among NAFLD patients with different liver fibrosis severities. PATIENTS AND METHODS: A cross-sectional study was conducted at An-Najah National University Hospital (NNUH) in Palestine. The FIB-4 index was calculated using laboratory data for 128 NAFLD patients who underwent liver biopsies between November 2014 and July 2022. The results of FIB-4 were compared with the Scheuer scoring system of liver biopsies (using F0, F1+F2, F3+F4) to determine the sensitivity and specificity of FIB-4 in detecting and staging liver fibrosis. RESULTS: Out of 128 patients involved in our study, 49 of them had advanced fibrosis according to liver biopsy (F3+F4), where their FIB-4 indices showed 87% sensitivity at 1.45 cut off point and 87% specificity at 3.25 cut off point. CONCLUSIONS: The FIB-4 index may be used as a screening tool in the primary care setting. To raise awareness of liver diseases, this non-invasive, inexpensive, simple, and quick marker could identify people in need of further liver fibrosis evaluation and diagnosis.


Subject(s)
Alanine Transaminase , Aspartate Aminotransferases , Liver Cirrhosis , Non-alcoholic Fatty Liver Disease , Adult , Female , Humans , Male , Middle Aged , Alanine Transaminase/blood , Aspartate Aminotransferases/blood , Biomarkers/blood , Biopsy , Cross-Sectional Studies , Liver Cirrhosis/diagnosis , Liver Cirrhosis/pathology , Liver Cirrhosis/blood , Non-alcoholic Fatty Liver Disease/diagnosis , Non-alcoholic Fatty Liver Disease/pathology , Non-alcoholic Fatty Liver Disease/blood , Platelet Count , Retrospective Studies , Severity of Illness Index , Adolescent , Young Adult , Aged
2.
JMIR Res Protoc ; 13: e56607, 2024 May 22.
Article in English | MEDLINE | ID: mdl-38776541

ABSTRACT

BACKGROUND: People with compensated cirrhosis receive the greatest benefit from risk factor modification and prevention programs to reduce liver decompensation and improve early liver cancer detection. Blood-based liver fibrosis algorithms such as the Aspartate Transaminase-to-Platelet Ratio Index (APRI) and Fibrosis-4 (FIB-4) index are calculated using routinely ordered blood tests and are effective screening tests to exclude cirrhosis in people with chronic liver disease, triaging the need for further investigations to confirm cirrhosis and linkage to specialist care. OBJECTIVE: This pilot study aims to evaluate the impact of a population screening program for liver cirrhosis (CAPRISE [Cirrhosis Automated APRI and FIB-4 Screening Evaluation]), which uses automated APRI and FIB-4 calculation and reporting on routinely ordered blood tests, on monthly rates of referral for transient elastography, cirrhosis diagnosis, and linkage to specialist care. METHODS: We have partnered with a large pathology service in Victoria, Australia, to pilot a population-level liver cirrhosis screening package, which comprises (1) automated calculation and reporting of APRI and FIB-4 on routinely ordered blood tests; (2) provision of brief information about liver cirrhosis; and (3) a web link for transient elastography referral. APRI and FIB-4 will be prospectively calculated on all community-ordered pathology results in adults attending a single pathology service. This single-center, prospective, single-arm, pre-post study will compare the monthly rates of transient elastography (FibroScan) referral, liver cirrhosis diagnosis, and the proportion linked to specialist care in the 6 months after intervention to the 6 months prior to the intervention. RESULTS: As of January 2024, in the preintervention phase of this study, a total of 120,972 tests were performed by the laboratory. Of these tests, 78,947 (65.3%) tests were excluded, with the remaining 42,025 (34.7%) tests on 37,872 individuals meeting inclusion criteria with APRI and FIB-4 being able to be calculated. Of these 42,025 tests, 1.3% (n=531) had elevated APRI>1 occurring in 446 individuals, and 2.3% (n=985) had elevated FIB-4>2.67 occurring in 816 individuals. Linking these data with FibroScan referral and appointment attendance is ongoing and will continue during the intervention phase, which is expected to commence on February 1, 2024. CONCLUSIONS: We will determine the feasibility and effectiveness of automated APRI and FIB-4 reporting on the monthly rate of transient elastography referrals, liver cirrhosis diagnosis, and linkage to specialist care. TRIAL REGISTRATION: Australian New Zealand Clinical Trials Registry ACTRN12623000295640; https://tinyurl.com/58dv9ypp. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/56607.


Subject(s)
Liver Cirrhosis , Humans , Liver Cirrhosis/diagnosis , Liver Cirrhosis/blood , Pilot Projects , Prospective Studies , Male , Female , Mass Screening/methods , Middle Aged , Adult , Referral and Consultation , Elasticity Imaging Techniques/methods , Aged , Victoria/epidemiology
3.
PLoS One ; 19(5): e0294695, 2024.
Article in English | MEDLINE | ID: mdl-38691552

ABSTRACT

BACKGROUND AND AIMS: Infection is a serious complication in patients with cirrhosis. Mucosal-associated invariant T (MAIT) cells are involved in the immune defense against infections and known to be impaired in several chronic conditions, including cirrhosis. Here, we evaluated if MAIT cell levels in peripheral blood are associated with risk of bacterial infections in patients with cirrhosis. METHODS: Patients with cirrhosis seen at the Karolinska University Hospital, Stockholm, Sweden, between 2016 and 2019 were included. Levels of MAIT cells in peripheral blood were determined using flow cytometry. Baseline and follow-up data after at least two years of follow-up were collected by chart review for the primary outcome (bacterial infection) and secondary outcomes (decompensation and death). Competing risk and Cox regression were performed. RESULTS: We included 106 patients with cirrhosis. The median MAIT cells fraction in the circulation was 0.8% in cirrhosis compared to 6.1% in healthy controls. In contrast to our hypothesis, we found an association in the adjusted analysis between relatively preserved MAIT cell levels, and a slightly higher risk to develop bacterial infections (adjusted subdistribution hazard ratio (aSHR) 1.15 (95%CI = 1.01-1.31). However, MAIT cell levels were not associated with the risk of hepatic decompensation (aSHR 1.19 (95%CI = 0.91-1.56)) nor with death (adjusted hazard ratio 1.10 (95%CI = 0.97-1.22)). CONCLUSIONS: Relatively preserved MAIT cell levels in blood of patients with cirrhosis were associated with a somewhat higher risk of bacterial infections. The clinical relevance of this might not be strong. MAIT cells might however be an interesting biomarker to explore in future studies.


Subject(s)
Bacterial Infections , Biomarkers , Liver Cirrhosis , Mucosal-Associated Invariant T Cells , Humans , Mucosal-Associated Invariant T Cells/immunology , Liver Cirrhosis/immunology , Liver Cirrhosis/blood , Liver Cirrhosis/complications , Male , Female , Middle Aged , Biomarkers/blood , Bacterial Infections/immunology , Bacterial Infections/blood , Bacterial Infections/complications , Aged , Sweden/epidemiology , Adult , Risk Factors
4.
Sci Rep ; 14(1): 10726, 2024 05 10.
Article in English | MEDLINE | ID: mdl-38730095

ABSTRACT

Although patients with alpha-fetoprotein-negative hepatocellular carcinoma (AFPNHCC) have a favorable prognosis, a high risk of postoperative recurrence remains. We developed and validated a novel liver fibrosis assessment index, the direct bilirubin-gamma-glutamyl transpeptidase-to-platelet ratio (DGPRI). DGPRI was calculated for each of the 378 patients with AFPNHCC who underwent hepatic resection. The patients were divided into high- and low-score groups using the optimal cutoff value. The Lasso-Cox method was used to identify the characteristics of postoperative recurrence, followed by multivariate Cox regression analysis to determine the independent risk factors associated with recurrence. A nomogram model incorporating the DGPRI was developed and validated. High DGPRI was identified as an independent risk factor (hazard ratio = 2.086) for postoperative recurrence in patients with AFPNHCC. DGPRI exhibited better predictive ability for recurrence 1-5 years after surgery than direct bilirubin and the gamma-glutamyl transpeptidase-to-platelet ratio. The DGPRI-nomogram model demonstrated good predictive ability, with a C-index of 0.674 (95% CI 0.621-0.727). The calibration curves and clinical decision analysis demonstrated its clinical utility. The DGPRI nomogram model performed better than the TNM and BCLC staging systems for predicting recurrence-free survival. DGPRI is a novel and effective predictor of postoperative recurrence in patients with AFPNHCC and provides a superior assessment of preoperative liver fibrosis.


Subject(s)
Carcinoma, Hepatocellular , Hepatectomy , Liver Cirrhosis , Liver Neoplasms , Neoplasm Recurrence, Local , Nomograms , alpha-Fetoproteins , gamma-Glutamyltransferase , Humans , Carcinoma, Hepatocellular/surgery , Carcinoma, Hepatocellular/pathology , Carcinoma, Hepatocellular/blood , Liver Neoplasms/surgery , Liver Neoplasms/pathology , Liver Neoplasms/blood , Male , Female , Liver Cirrhosis/pathology , Liver Cirrhosis/surgery , Liver Cirrhosis/blood , Middle Aged , Retrospective Studies , Neoplasm Recurrence, Local/pathology , gamma-Glutamyltransferase/blood , Hepatectomy/adverse effects , alpha-Fetoproteins/metabolism , alpha-Fetoproteins/analysis , Aged , Prognosis , Bilirubin/blood , Risk Factors , Platelet Count , Adult
5.
Sci Rep ; 14(1): 11424, 2024 05 19.
Article in English | MEDLINE | ID: mdl-38763979

ABSTRACT

Tobacco exposure is known to be associated with a higher prevalence and incidence of liver diseases. Cotinine, a metabolite of nicotine, is a typical indicator of tobacco exposure. However, the relationship of serum cotinine levels with hepatic steatosis and liver fibrosis remains controversial and these relationships need more research to explored in American teenagers. Cross-sectional data included 1433 participants aged 12-19 from the National Health and Nutrition Examination Survey (NHANES) from 2017 to 2020 were thoroughly used for this study. The linear relationships between serum cotinine levels and the Liver Stiffness Measurement (LSM) and Controlled Attenuation Parameter (CAP) were examined using multiple linear regression models. Subgroup analysis, interaction tests, and nonlinear interactions were also carried out. Serum cotinine levels > 2.99 ng/ml [ß = 0.41 (0.07, 0.76), p = 0.018] and 0.05-2.99 ng/ml [ß = 0.24 (0.00, 0.49), p = 0.048] showed a significant positive connection with LSM in multivariate linear regression analysis when compared to serum cotinine levels ≤ 0.05 ng/ml (p for trend = 0.006). Moreover, we discovered an inverted U-shaped association of log2-transformed cotinine with LSM with an inflection point of 4.53 using a two-stage linear regression model. However, according to multiple regression analysis, serum cotinine and CAP did not significantly correlate (p = 0.512). In conclusion, this study demonstrated that smoking cessation and keep away from secondhand smoking may beneficial for liver health in American teenagers.


Subject(s)
Cotinine , Fatty Liver , Liver Cirrhosis , Humans , Cotinine/blood , Adolescent , Male , Female , Liver Cirrhosis/blood , Liver Cirrhosis/epidemiology , Liver Cirrhosis/pathology , United States/epidemiology , Cross-Sectional Studies , Child , Fatty Liver/blood , Fatty Liver/epidemiology , Nutrition Surveys , Young Adult , Liver/pathology , Liver/metabolism
6.
Nat Commun ; 15(1): 3707, 2024 May 02.
Article in English | MEDLINE | ID: mdl-38697980

ABSTRACT

Nuclear magnetic resonance (NMR)-based plasma fatty acids are objective biomarkers of many diseases. Herein, we aim to explore the associations of NMR-based plasma fatty acids with the risk of hepatocellular carcinoma (HCC) and chronic liver disease (CLD) mortality in 252,398 UK Biobank participants. Here we show plasma levels of n-3 poly-unsaturated fatty acids (PUFA) and n-6 PUFA are negatively associated with the risk of incident HCC [HRQ4vsQ1: 0.48 (95% CI: 0.33-0.69) and 0.48 (95% CI: 0.28-0.81), respectively] and CLD mortality [HRQ4vsQ1: 0.21 (95% CI: 0.13-0.33) and 0.15 (95% CI: 0.08-0.30), respectively], whereas plasma levels of saturated fatty acids are positively associated with these outcomes [HRQ4vsQ1: 3.55 (95% CI: 2.25-5.61) for HCC and 6.34 (95% CI: 3.68-10.92) for CLD mortality]. Furthermore, fibrosis stage significantly modifies the associations between PUFA and CLD mortality. This study contributes to the limited prospective evidence on the associations between plasma-specific fatty acids and end-stage liver outcomes.


Subject(s)
Biological Specimen Banks , Carcinoma, Hepatocellular , Fatty Acids , Liver Neoplasms , Humans , Carcinoma, Hepatocellular/mortality , Carcinoma, Hepatocellular/blood , Liver Neoplasms/mortality , Liver Neoplasms/blood , Male , United Kingdom/epidemiology , Female , Middle Aged , Aged , Fatty Acids/blood , Risk Factors , Liver Diseases/blood , Liver Diseases/mortality , Adult , Chronic Disease , Fatty Acids, Omega-6/blood , Liver Cirrhosis/blood , Liver Cirrhosis/mortality , Fatty Acids, Omega-3/blood , UK Biobank
7.
BMC Gastroenterol ; 24(1): 183, 2024 May 24.
Article in English | MEDLINE | ID: mdl-38783185

ABSTRACT

OBJECTIVE: To evaluate the diagnostic accuracy of aspartate aminotransferase(AST)/ alanine transaminase (ALT), AST to platelet ratio index (APRI), fibrosis-4 score (FIB-4) and gamma-glutamyl transpeptidase to platelet count ratio (GPR) for hepatic fibrosis in patients with chronic hepatitis B (CHB). METHODS: A total of 1210 CHB patients who underwent liver biopsy were divided into two groups: patients with no significant fibrosis (control group) and patients with significant fibrosis, and routine laboratory tests were retrospectively included. Logistic regression models were used for the prediction, and the area under the receiver operating characteristic (AUROC) was used to assess the diagnostic accuracy. RESULTS: A total of 631 (52.1%) and 275 (22.7%) patients had significant fibrosis (≥ S2) and advanced fibrosis (≥ S3), respectively. The GPR showed significantly higher diagnostic accuracy than that of APRI, FiB-4, and AST/ALT to predict ≥ S2(significant fibrosis) and ≥ S3 fibrosis(advanced fibrosis), with an AUROC was 0.69 (95%CI: 0.66-0.71) and 0.72 (0.69-0.75), respectively. After stratified by the status of HBeAg ( positive or negative), GPR, APRI, and FiB-4 showed improved predicting performance for significant fibrosis and advanced fibrosis in HBeAg positive patients, with the most significant improvement was shown for GPR in predicting significant fibrosis (AUROC = 0.74, 95%CI: 0.70-0.78). CONCLUSIONS: Among the four noninvasive models, GPR has the best performance in the diagnosis of hepatic fibrosis in CHB patients and is more valuable in HBeAg-positive patients.


Subject(s)
Alanine Transaminase , Aspartate Aminotransferases , Hepatitis B, Chronic , Liver Cirrhosis , gamma-Glutamyltransferase , Humans , Hepatitis B, Chronic/complications , Hepatitis B, Chronic/pathology , Hepatitis B, Chronic/blood , Liver Cirrhosis/blood , Liver Cirrhosis/pathology , Liver Cirrhosis/diagnosis , Male , Female , Platelet Count , Aspartate Aminotransferases/blood , Adult , Alanine Transaminase/blood , Retrospective Studies , gamma-Glutamyltransferase/blood , Middle Aged , ROC Curve , Biopsy , Liver/pathology , Hepatitis B e Antigens/blood , Biomarkers/blood , Logistic Models , Predictive Value of Tests , Severity of Illness Index
8.
Medicina (Kaunas) ; 60(5)2024 Apr 24.
Article in English | MEDLINE | ID: mdl-38792873

ABSTRACT

Clinically significant portal hypertension (CSPH) in patients with compensated advanced chronic liver disease indicates an increased risk of decompensation and death. While invasive methods like hepatic venous-portal gradient measurement is considered the gold standard, non-invasive tests (NITs) have emerged as valuable tools for diagnosing and monitoring CSPH. This review comprehensively explores non-invasive diagnostic modalities for portal hypertension, focusing on NITs in the setting of hepatitis B and hepatitis C virus-related cirrhosis. Biochemical-based NITs can be represented by single serum biomarkers (e.g., platelet count) or by composite scores that combine different serum biomarkers with each other or with demographic characteristics (e.g., FIB-4). On the other hand, liver stiffness measurement and spleen stiffness measurement can be assessed using a variety of elastography techniques, and they can be used alone, in combination with, or as a second step after biochemical-based NITs. The incorporation of liver and spleen stiffness measurements, alone or combined with platelet count, into established and validated criteria, such as Baveno VI or Baveno VII criteria, provides useful tools for the prediction of CSPH and for ruling out high-risk varices, potentially avoiding invasive tests like upper endoscopy. Moreover, they have also been shown to be able to predict liver-related events (e.g., the occurrence of hepatic decompensation). When transient elastography is not available or not feasible, biochemical-based NITs (e.g., RESIST criteria, that are based on the combination of platelet count and albumin levels) are valid alternatives for predicting high-risk varices both in patients with untreated viral aetiology and after sustained virological response. Ongoing research should explore novel biomarkers and novel elastography techniques, but current evidence supports the utility of routine blood tests, LSM, and SSM as effective surrogates in diagnosing and staging portal hypertension and predicting patient outcomes.


Subject(s)
Biomarkers , Elasticity Imaging Techniques , Hypertension, Portal , Liver Cirrhosis , Humans , Hypertension, Portal/complications , Hypertension, Portal/physiopathology , Hypertension, Portal/diagnosis , Hypertension, Portal/etiology , Liver Cirrhosis/complications , Liver Cirrhosis/blood , Liver Cirrhosis/diagnosis , Elasticity Imaging Techniques/methods , Biomarkers/blood , Hepatitis B/complications , Hepatitis B/diagnosis , Platelet Count , Hepatitis C/complications , Hepatitis C/diagnosis , Spleen/diagnostic imaging
9.
J Infect Dev Ctries ; 18(4): 618-626, 2024 Apr 30.
Article in English | MEDLINE | ID: mdl-38728647

ABSTRACT

INTRODUCTION: Hepatitis B virus (HBV) infection is a global epidemic that can lead to several liver diseases, seriously affecting people's health. This study aimed to investigate the clinical potential of serum ß-klotho (KLB) as a promising biomarker in HBV-related liver diseases. METHODOLOGY: This study enrolled 30 patients with chronic hepatitis B (CHB), 35 with HBV-related cirrhosis, 66 with HBV-related hepatocellular carcinoma (HCC), and 48 healthy individuals. ELISA measured the levels of serum KLB in the four groups. We then compared the differences in serum KLB levels among the groups and analyzed the relationship between serum KLB and routine clinical parameters. RESULTS: The concentrations of serum KLB levels were increased sequentially among the healthy subjects, the HBV-related CHB group, the HBV-related cirrhosis group, and the HBV-related HCC group (p < 0.05). Expression of KLB was positively correlated with alpha-fetoprotein (AFP), total bilirubin, direct bilirubin, alanine aminotransferase, aspartate aminotransferase, gamma-glutamyl-transferase, alkaline phosphatase, total bile acid, serum markers for liver fibrosis, ascites, cirrhosis, splenomegaly, and model for end-stage liver disease sodium, while negatively correlated with platelet count, albumin, and prothrombin activity (p < 0.05). In addition, serum KLB has better sensitivity in diagnosing HCC than AFP, and serum KLB combined with AFP has higher sensitivity and specificity than AFP alone in diagnosing HCC. CONCLUSIONS: Serum KLB level is associated with the severity of HBV-related liver diseases and has important diagnostic value for HCC. Therefore, it could be a predictive biomarker for monitoring disease progression.


Subject(s)
Biomarkers , Carcinoma, Hepatocellular , Hepatitis B, Chronic , Klotho Proteins , Humans , Male , Female , Biomarkers/blood , Middle Aged , Adult , Hepatitis B, Chronic/blood , Hepatitis B, Chronic/complications , Carcinoma, Hepatocellular/blood , Carcinoma, Hepatocellular/diagnosis , Carcinoma, Hepatocellular/virology , Glucuronidase/blood , Liver Neoplasms/blood , Liver Neoplasms/diagnosis , Liver Neoplasms/virology , Liver Cirrhosis/blood , Liver Cirrhosis/diagnosis , Liver Cirrhosis/virology , Disease Progression , Enzyme-Linked Immunosorbent Assay , Aged
10.
J Assoc Physicians India ; 72(3): 82-86, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38736123

ABSTRACT

INTRODUCTION: Although the function of vitamin D as a regulator of calcium and bone metabolism is well recognized, its role as an immunomodulator, regulator of cellular differentiation, and anti-inflammatory and antifibrotic actions is being increasingly noted. It is estimated that one-third of liver cirrhosis patients are vitamin D deficient. It has been reported that as liver disease progresses, the incidence of vitamin D deficiency rises. Several clinical implications of vitamin D levels have been proposed, including as a prognostic marker for the assessment of mortality in liver cirrhosis. AIM: To analyze the link between levels of vitamin D and decompensation of liver cirrhosis. MATERIALS AND METHODS: This observational, cross-sectional study was conducted on 100 patients with liver cirrhosis admitted at Goa Medical College, a tertiary care government hospital in Goa, from March 2020 to February 2022. Demographic profile, history, and examination findings were recorded, and biochemical analysis included vitamin D levels. Child-Pugh (CP) and Model for End-Stage Liver Disease (MELD) scores were calculated, and based on these, patients were grouped into classes of disease severity. Data was interpreted using Statistical Package for the Social Sciences (SPSS) version 22. RESULTS: Mean age of the study population was 50 ± 9 years, with a 96% male predominance. Mean levels of vitamin D were 12.13, with a standard deviation (SD) of 7.38. Significant differences were noted between different classes of CP score (CPS). A vitamin D deficient state was noted in 93.3% CP class C group and 0% of class A group. A statistically significant association was demonstrated between low levels of vitamin D and CP class severity of liver dysfunction as well as MELD scores. CONCLUSION: This study confirms a high prevalence of vitamin D deficiency among patients with liver cirrhosis concurrent with the results of similar studies done earlier. More importantly, with increasing severity of hepatic decompensation as measured by CPS and MELD, vitamin D concentrations reduce.


Subject(s)
Liver Cirrhosis , Vitamin D Deficiency , Humans , Vitamin D Deficiency/complications , Vitamin D Deficiency/epidemiology , Male , Female , Middle Aged , Cross-Sectional Studies , Prognosis , Liver Cirrhosis/complications , Liver Cirrhosis/blood , Biomarkers/blood , Adult , Severity of Illness Index , Vitamin D/blood
11.
Sci Rep ; 14(1): 10996, 2024 05 14.
Article in English | MEDLINE | ID: mdl-38744926

ABSTRACT

Clinical research has suggested that chronic HBV infection exerts a certain effect on the occurrence of cardiovascular disease by regulating cholesterol metabolism in liver cells. High serum apolipoprotein B/apolipoprotein A1 (ApoB/ApoA1) ratio plays a certain role in the above regulation, and it serves as a risk factor for cardiovascular disease. However, whether the ApoB/ApoA1 ratio is correlated with chronic HBV infection and its disease progression remains unclear. In accordance with the inclusion and exclusion criteria, all 378 participants administrated at Renmin Hospital of Wuhan University from March 2021 to March 2022, fell into Healthy Control (HC) group (50 participants), Hepatocellular carcinoma (HCC) group (107 patients), liver cirrhosis (LC) group (64 patients), chronic hepatitis B (CHB) group (62 patients), chronic hepatitis C (CHC) group (46 patients) and Hepatitis E Virus (HEV) group (49 patients). Serum ApoA1 and ApoB concentrations were measured at admission, and the ApoB/ApoA1 ratio was determined. The levels of laboratory parameters in the respective group were compared and ApoB/ApoA1 ratios in HCC patients and LC patients with different severity were further analyzed. ROC curves were plotted to analyze the early diagnostic ability of ApoB/ApoA1 ratio for HBV-associated HCC. Logistic regression and restricted cubic spline analysis were used to explore the correlation between ApoB/ApoA1 ratio and LC and HCC risk. A comparison was drawn in terms of ApoB/ApoA1 ratio between the groups, and the result was expressed in descending sequence: HEV group > CHB group > LC group > HCC group > CHC group > HC group, early-stage HCC < middle-stage HCC < advanced-stage HCC, Class A LC < Class B LC < Class C LC. Serum ApoB/ApoA1 ratio combined diagnosis with AFP exhibited the capability of increasing the detection efficacy and specificity of AFP for HCC and AFP-negative HCC. The incidence of LC and HCC in the respective logistic regression model showed a negative correlation with the serum ApoB/ApoA1 ratio in CHB patients (P < 0.05). After all confounding factors covered in this study were regulated, the result of the restricted cubic spline analysis suggested that in a certain range, serum ApoB/ApoA1 ratio showed an inverse correlation with the prevalence of LC or HCC in CHB patients. Serum ApoB/ApoA1 ratio in CHB patients may be conducive to identifying high-risk patients for HCC or LC, such that LC and HCC can be early diagnosed and treated.


Subject(s)
Apolipoprotein A-I , Carcinoma, Hepatocellular , Hepatitis B, Chronic , Liver Cirrhosis , Liver Neoplasms , Humans , Carcinoma, Hepatocellular/blood , Carcinoma, Hepatocellular/virology , Carcinoma, Hepatocellular/etiology , Liver Neoplasms/blood , Liver Neoplasms/virology , Liver Neoplasms/etiology , Liver Neoplasms/diagnosis , Apolipoprotein A-I/blood , Male , Female , Middle Aged , Liver Cirrhosis/blood , Liver Cirrhosis/virology , Liver Cirrhosis/diagnosis , Liver Cirrhosis/complications , Hepatitis B, Chronic/complications , Hepatitis B, Chronic/blood , Adult , Apolipoprotein B-100/blood , Hepatitis B virus , ROC Curve , Case-Control Studies , Apolipoproteins B/blood
12.
Sci Rep ; 14(1): 11485, 2024 05 20.
Article in English | MEDLINE | ID: mdl-38769391

ABSTRACT

This study intends to use the basic information and blood routine of schistosomiasis patients to establish a machine learning model for predicting liver fibrosis. We collected medical records of Schistosoma japonicum patients admitted to a hospital in China from June 2019 to June 2022. The method was to screen out the key variables and six different machine learning algorithms were used to establish prediction models. Finally, the optimal model was compared based on AUC, specificity, sensitivity and other indicators for further modeling. The interpretation of the model was shown by using the SHAP package. A total of 1049 patients' medical records were collected, and 10 key variables were screened for modeling using lasso method, including red cell distribution width-standard deviation (RDW-SD), Mean corpuscular hemoglobin concentration (MCHC), Mean corpuscular volume (MCV), hematocrit (HCT), Red blood cells, Eosinophils, Monocytes, Lymphocytes, Neutrophils, Age. Among the 6 different machine learning algorithms, LightGBM performed the best, and its AUCs in the training set and validation set were 1 and 0.818, respectively. This study established a machine learning model for predicting liver fibrosis in patients with Schistosoma japonicum. The model could help improve the early diagnosis and provide early intervention for schistosomiasis patients with liver fibrosis.


Subject(s)
Liver Cirrhosis , Machine Learning , Schistosoma japonicum , Schistosomiasis japonica , Humans , Liver Cirrhosis/blood , Liver Cirrhosis/diagnosis , Liver Cirrhosis/parasitology , Liver Cirrhosis/pathology , Schistosomiasis japonica/diagnosis , Schistosomiasis japonica/blood , Male , Female , Middle Aged , Adult , Animals , China , Erythrocyte Indices , Algorithms , Aged
13.
Sci Rep ; 14(1): 12081, 2024 May 27.
Article in English | MEDLINE | ID: mdl-38802526

ABSTRACT

Early assessment and accurate staging of liver fibrosis may be of great help for clinical diagnosis and treatment in patients with chronic hepatitis B (CHB). We aimed to identify serum markers and construct a machine learning (ML) model to reliably predict the stage of fibrosis in CHB patients. The clinical data of 618 CHB patients between February 2017 and September 2021 from Zhejiang Provincial People's Hospital were retrospectively analyzed, and these data as a training cohort to build the model. Six ML models were constructed based on logistic regression, support vector machine, Bayes, K-nearest neighbor, decision tree (DT) and random forest by using the maximum relevance minimum redundancy (mRMR) and gradient boosting decision tree (GBDT) dimensionality reduction selected features on the training cohort. Then, the resampling method was used to select the optimal ML model. In addition, a total of 571 patients from another hospital were used as an external validation cohort to verify the performance of the model. The DT model constructed based on five serological biomarkers included HBV-DNA, platelet, thrombin time, international normalized ratio and albumin, with the area under curve (AUC) values of the DT model for assessment of liver fibrosis stages (F0-1, F2, F3 and F4) in the training cohort were 0.898, 0.891, 0.907 and 0.944, respectively. The AUC values of the DT model for assessment of liver fibrosis stages (F0-1, F2, F3 and F4) in the external validation cohort were 0.906, 0.876, 0.931 and 0.933, respectively. The simulated risk classification based on the cutoff value showed that the classification performance of the DT model in distinguishing hepatic fibrosis stages can be accurately matched with pathological diagnosis results. ML model of five serum markers allows for accurate diagnosis of hepatic fibrosis stages, and beneficial for the clinical monitoring and treatment of CHB patients.


Subject(s)
Biomarkers , Hepatitis B, Chronic , Liver Cirrhosis , Machine Learning , Humans , Liver Cirrhosis/blood , Liver Cirrhosis/diagnosis , Liver Cirrhosis/pathology , Hepatitis B, Chronic/blood , Hepatitis B, Chronic/complications , Hepatitis B, Chronic/pathology , Biomarkers/blood , Female , Male , Adult , Middle Aged , Retrospective Studies
14.
World J Gastroenterol ; 30(14): 1982-1989, 2024 Apr 14.
Article in English | MEDLINE | ID: mdl-38681130

ABSTRACT

Unmet needs exist in metabolic dysfunction-associated steatotic liver disease (MASLD) risk stratification. Our ability to identify patients with MASLD with advanced fibrosis and at higher risk for adverse outcomes is still limited. Incorporating novel biomarkers could represent a meaningful improvement to current risk predictors. With this aim, omics technologies have revolutionized the process of MASLD biomarker discovery over the past decades. While the research in this field is thriving, much of the publication has been haphazard, often using single-omics data and specimen sets of convenience, with many identified candidate biomarkers but lacking clinical validation and utility. If we incorporate these biomarkers to direct patients' management, it should be considered that the roadmap for translating a newly discovered omics-based signature to an actual, analytically valid test useful in MASLD clinical practice is rigorous and, therefore, not easily accomplished. This article presents an overview of this area's current state, the conceivable opportunities and challenges of omics-based laboratory diagnostics, and a roadmap for improving MASLD biomarker research.


Subject(s)
Biomarkers , Metabolomics , Humans , Biomarkers/analysis , Biomarkers/metabolism , Metabolomics/methods , Proteomics/methods , Genomics/methods , Non-alcoholic Fatty Liver Disease/diagnosis , Non-alcoholic Fatty Liver Disease/metabolism , Risk Assessment/methods , Liver/pathology , Liver/metabolism , Liver Cirrhosis/diagnosis , Liver Cirrhosis/blood , Liver Cirrhosis/pathology
15.
Hum Exp Toxicol ; 43: 9603271241251451, 2024.
Article in English | MEDLINE | ID: mdl-38685136

ABSTRACT

BACKGROUND & AIMS: The liver is a vital organ responsible for numerous metabolic processes, which can be significantly impacted by long non-coding RNAs (lncRNAs) and microRNAs (miRNAs). These ribonucleic acid (RNA) molecules have been shown to play a crucial role in regulating gene expression, and their dysregulation has been implicated in numerous liver disorders. Our study aimed to investigate the diagnostic accuracy of plasmacytoma variant translocation-1 (PVT-1), microRNA-29a/29b (miR-29a/miR-29b), and inflammatory biomarkers [ interleukine-6 (IL-6), tumor necrosis factor-alpha (TNF-α), transforming growth factor-beta (TGF-ß), and insulin growth factor-1 (IGF-1)] as diagnostic and prognostic biomarkers for liver cirrhosis. Therefore, understanding the mechanisms by which lncRNAs and miRNAs influence liver metabolism is of paramount importance in developing effective treatments for liver-related diseases. METHODS: Serum samples were collected from 164 participants, comprising 114 cirrhotic patients with varying grades (35 grade I, 35 grade II, and 44 grade III) and 50 healthy controls. PVT-1 and miR-29a/miR-29b expression was analyzed by reverse transcription-quantitative polymerase chain reaction (RT-PCR), while the serum levels of inflammatory biomarkers were assessed using enzyme-linked immunosorbent assay (ELISA). RESULTS: The study participants exhibited notable differences in PVT-1 and miR-29a/miR-29b expression. ROC analysis revealed excellent discriminative power for PVT-1 and miR-29a/miR-29b in distinguishing cirrhotic patients from healthy controls. CONCLUSION: This study demonstrates the promising potential of PVT-1 and miR-29a/miR-29b as early diagnostic biomarkers for liver cirrhosis detection, requiring further validation in larger cohorts. Our findings also reinforce the diagnostic value of circulating inflammatory biomarkers (IL-6, TNF-α, TGF-ß, and IGF-1) levels for liver cirrhosis screening.


Subject(s)
Biomarkers , Liver Cirrhosis , MicroRNAs , RNA, Long Noncoding , Humans , Liver Cirrhosis/blood , Liver Cirrhosis/genetics , MicroRNAs/blood , MicroRNAs/genetics , RNA, Long Noncoding/blood , RNA, Long Noncoding/genetics , Biomarkers/blood , Male , Middle Aged , Female , Adult , Aged , Inflammation/blood , Inflammation/genetics
16.
Nutrients ; 16(8)2024 Apr 09.
Article in English | MEDLINE | ID: mdl-38674789

ABSTRACT

BACKGROUND: Vitamin D deficiency is a risk factor for liver disease, insulin resistance, and beta cell dysfunction. Individuals with alcohol use disorder (AUD) have many comorbidities, with a heavy burden of liver disease and metabolic complications, including type 2 diabetes mellitus (T2DM). OBJECTIVE: We aimed to analyze the prevalence and associations of vitamin D deficiency in patients admitted for in-hospital treatment of AUD. METHODS: A cross-sectional study was conducted in patients consecutively admitted for the treatment of AUD between January 2017 and October 2023. Sociodemographic data, substance use characteristics, and blood parameters were available at admission. Vitamin D status was assessed through the serum concentrations of 25-hydroxyvitamin D [25(OH)D] levels using a direct competitive chemiluminescent immunoassay method. Deficiency of vitamin D was defined as a concentration less than 20 ng/mL; impaired fasting glucose (IFG) was defined by fasting blood glucose >100 mg/dL (5.6 mmol/L), and advanced liver fibrosis by an FIB-4 index >3.25. RESULTS: Two hundred and forty-three patients were included (75% male) with a mean age of 49 ± 10 years, mean BMI of 26.4 ± 7.3, mean alcohol consumption of 163 ± 81 g/day, and a mean duration of AUD of 18.1 ± 11.2 years. Mean 25(OH)D, fasting blood glucose, AST, ALT, and platelets were 14.4 ± 10.2 ng/mL, 103.4 ± 40.9 mg/dL, 55.1 ± 75.8 U/L, 44.8 ± 76.6 U/L, and 206.3 ± 84.8 × 109/L, respectively. The prevalence of vitamin D deficiency was 80.6%, and 41.1% of patients had levels less than 10 ng/mL. IFG was present in 32.3% of patients, and 20.5% had FIB-4 values >3.25. In the multivariable analysis, IFG (OR, 2.51; 95% CI: 1.02-6.17, p = 0.04) and advanced liver fibrosis (OR, 4.27; 95% CI: 1.21-15.0, p = 0.02) were the only factors associated with vitamin D deficiency. CONCLUSIONS: Vitamin D deficiency was very prevalent in this series of patients with AUD and was associated with impaired fasting glucose and advanced liver fibrosis.


Subject(s)
Alcoholism , Blood Glucose , Fasting , Liver Cirrhosis , Vitamin D Deficiency , Vitamin D , Vitamin D/analogs & derivatives , Humans , Vitamin D Deficiency/blood , Vitamin D Deficiency/epidemiology , Vitamin D Deficiency/complications , Male , Female , Middle Aged , Cross-Sectional Studies , Alcoholism/complications , Alcoholism/blood , Alcoholism/epidemiology , Liver Cirrhosis/blood , Liver Cirrhosis/epidemiology , Liver Cirrhosis/etiology , Blood Glucose/metabolism , Adult , Vitamin D/blood , Prevalence , Fasting/blood , Risk Factors , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/complications
17.
Cell Mol Biol (Noisy-le-grand) ; 70(4): 68-76, 2024 Apr 28.
Article in English | MEDLINE | ID: mdl-38678625

ABSTRACT

An accurate and non-invasive diagnosis of the clinical stage is critical for effectively managing liver cirrhosis. This study aimed to identify serum metabolite biomarkers and clinical features that may reliably predict high-risk cirrhosis. This cross-sectional study recruited 94 cirrhotic patients (70 for identification cohort, 24 for validation cohort) from Minhang Hospital Affiliated with Fudan University between 2018 and 2021, who were analyzed by targeted quantitative metabolomics technique. Baseline clinical characteristics were collected, and different stage cirrhosis classification was performed according to the presence or absence of decompensated events. Potential metabolite biomarkers were screened, and a model for predicting the decompensation stage was created. Finally, the incidence of decompensated outcomes was analyzed. A total of 560 metabolites were detected in the identification cohort. Indole-3-propionic acid (IPA) was the most significantly decreased metabolic biomarker in the decompensated group (P<0.01, |log2FC| >2), having the strongest correlation with hyaluronic acid (r=-0.50, P<0.01). It also performed well for differentiating decompensated cirrhosis with an area under the curve (AUC) of 0.79(0.75 at internal validation). Another diagnostic model consisting of indole-3-propionic acid, hemoglobin, and albumin showed better predictive performance with an AUC of 0.97 (0.91 at internal validation). Also, 31 (44.29%) patients developed decompensated events at a median follow-up of 22.76±15.24 months. The cumulative incidence of decompensated events based on IPA subgroups (IPA <39.67ng/ml and ≥39.67ng/ml) showed a significant difference (P<0.01). "Indole-3-propionic acid" and a diagnostic model of hemoglobin and albumin can non-invasively identify cirrhotic populations at risk for decompensation, aiding in future management of liver cirrhosis.


Subject(s)
Biomarkers , Liver Cirrhosis , Metabolomics , Humans , Liver Cirrhosis/blood , Liver Cirrhosis/diagnosis , Female , Male , Middle Aged , Metabolomics/methods , Biomarkers/blood , Cross-Sectional Studies , Aged , Metabolome , ROC Curve , Indoles , Adult
18.
Asian Pac J Cancer Prev ; 25(4): 1325-1332, 2024 Apr 01.
Article in English | MEDLINE | ID: mdl-38679993

ABSTRACT

OBJECTIVES: Hepatocellular carcinoma (HCC) is a primary malignancy of the liver and a global health problem. It is often diagnosed at advanced stage where hopeless for effective therapies. Identification of more reliable biomarkers for early detection of HCC is urgently needed. Cytokeratins are a marker of hepatic progenitor cells and act as a key player in tumor invasion. Herein, we sought to develop a novel score based on the combination of cytokeratin 18 (CK18) and cytokeratin 19 (CK19) with routine laboratory tests for accurate detection of HCC. MATERIAL & METHODS: Serum CK18, CK 19, α-fetoprotein, albumin and platelets count were assayed in HCC patients (75), liver cirrhosis patients (55) and healthy control (20). Areas under receiving operating curve (AUCs) were calculated and used for construction on novel score. A novel score named CK-HCC = CK 19 (ng/ml)×0.001+ CK18 (ng/ml)×0.004 + AFP (U/L)×5.4 - Platelets count (×109)/L×0.003 - Albumin (g/L)×0.27-36 was developed. CK-HCC score produces AUC of 0.919 for differentiating patients with HCC from those with liver cirrhosis with sensitivity and specificity of a cut-off 1.3 (i.e., less than 1.3 the case is considered cirrhotic, whereas above 1.3 it is considered HCC. CONCLUSION: CK-HCC score could replace AFP during screening of HCV patients and early detection of HCC.


Subject(s)
Biomarkers, Tumor , Carcinoma, Hepatocellular , Hepacivirus , Keratin-18 , Keratin-19 , Liver Neoplasms , alpha-Fetoproteins , Humans , Carcinoma, Hepatocellular/diagnosis , Carcinoma, Hepatocellular/blood , Carcinoma, Hepatocellular/virology , Liver Neoplasms/diagnosis , Liver Neoplasms/blood , Liver Neoplasms/virology , Biomarkers, Tumor/blood , Female , Male , Middle Aged , Keratin-18/blood , Hepacivirus/isolation & purification , Keratin-19/blood , Case-Control Studies , alpha-Fetoproteins/analysis , alpha-Fetoproteins/metabolism , Liver Cirrhosis/diagnosis , Liver Cirrhosis/blood , Liver Cirrhosis/virology , Hepatitis C/diagnosis , Hepatitis C/virology , Hepatitis C/blood , Hepatitis C/complications , Prognosis , Follow-Up Studies , Adult , Aged
19.
J Diabetes ; 16(5): e13564, 2024 May.
Article in English | MEDLINE | ID: mdl-38664879

ABSTRACT

BACKGROUND: Nonalcoholic fatty liver disease (NAFLD) and liver cirrhosis are significant clinical concerns, especially among individuals with type 2 diabetes mellitus (T2DM). However, in China, there is a paucity of reliable evidence detailing the characteristics of NAFLD and liver cirrhosis in T2DM. Furthermore, the relationship between blood glucose levels and NAFLD prevalence remains unclear. METHODS: Data from the Shanghai Suburban Adult Cohort and Biobank were analyzed, including 6621 participants with T2DM. NAFLD was diagnosed by ultrasonography and liver cirrhosis was performed according to the health information systems. Logistic regression and restricted cubic spline analysis were used to explore the potential risk factors for NAFLD and liver cirrhosis. RESULTS: The prevalence of NAFLD was 59.36%, and liver cirrhosis was 1.43% among T2DM patients. In these patients, factors like age, being female, marital status, and obesity significantly increased the risk of NAFLD. Specifically, obesity had a strong positive association with NAFLD (odds ratio [OR] = 4.70, 95% confidence interval [CI]: 4.13-5.34). The higher glycated hemoglobin (HbA1c) quartile was associated with a heightened NAFLD risk compared to the lowest quartile (all p < .001). The HbA1c-NAFLD relationship displayed a linear that mimicked an inverted L-shaped pattern. A significant positive association existed between HbA1c levels and NAFLD for HbA1c <8.00% (OR = 1.59, 95% CI: 1.44-1.75), but this was not observed for HbA1c >8.00% (OR = 1.03, 95% CI: 0.92-1.15). CONCLUSION: Systematic screening for NAFLD is essential in T2DM patients, especially with poor glucose control and obesity in female.


Subject(s)
Diabetes Mellitus, Type 2 , Liver Cirrhosis , Non-alcoholic Fatty Liver Disease , Humans , Non-alcoholic Fatty Liver Disease/epidemiology , Non-alcoholic Fatty Liver Disease/complications , Non-alcoholic Fatty Liver Disease/blood , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/blood , Female , Middle Aged , Male , China/epidemiology , Liver Cirrhosis/epidemiology , Liver Cirrhosis/complications , Liver Cirrhosis/blood , Prevalence , Risk Factors , Adult , Glycated Hemoglobin/analysis , Glycated Hemoglobin/metabolism , Aged , Blood Glucose/metabolism , Blood Glucose/analysis , Obesity/complications , Obesity/epidemiology , East Asian People
20.
Clin Chim Acta ; 559: 119682, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38643819

ABSTRACT

BACKGROUND: Human epididymis protein 4 (HE4) has been identified as a biomarker for renal fibrosis. This study aimed to evaluate the role of HE4 in the diagnosis and determination of disease severity and hepatic fibrosis in autoimmune hepatitis (AIH). METHODS: Serum HE4 levels were determined via electrochemiluminescence immunoassays in 60 healthy controls and 109 AIH patients (43 without liver cirrhosis and 66 with liver cirrhosis). Liver biopsy was performed on 56 of 109 enrolled patients. We conducted a 5-year follow-up survey of 53 enrolled patients. All continuous variables were reported as median (25th-75th percentile). RESULTS: Serum HE4 levels were significantly elevated in autoimmune hepatitis with liver cirrhosis (AIH-LC) patients compared with AIH patients and healthy controls [98.60 (74.15-139.08) vs 73.50 (59.88-82.00) vs 48.75 (43.38-52.93) pmol/L, p = 0.004]. The serum HE4 levels showed a positive correlation with the METAVIR scoring system in patients with liver biopsy (r = 0.711, p < 0.001). Serum HE4 levels were significantly elevated in Child-Pugh class C patients compared with Child-Pugh class B patients and Child-Pugh class A patients [106.50 (83.46-151.25) vs 110.00 (73.83-166.75) vs 77.03 (72.35-83.33) pmol/L, p = 0.006]. The diagnostic sensitivity and specificity of serum HE4 for evaluating liver cirrhosis were 69.7 % and 79.07 %, respectively, with a cutoff value of 82.34 pmol/L in enrolled patients. The logistic regression analysis showed that high levels of HE4 (≥82.34 pmol/L) were associated with AIH-LC (OR = 8.751, 95 % CI = 1.412-54.225, p = 0.020). The Kaplan-Meier curves demonstrated that high levels of serum HE4 (≥82.34 pmol/L) were associated with poor outcome (log-rank p = 0.037, HR = 0.372, 95 % CI = 0.146-0.946). CONCLUSIONS: Serum HE4 levels were found to be elevated in AIH-LC patients and exhibited a strong correlation with the severity of hepatic fibrosis, thus supporting their potential clinical value as a novel biomarker of disease severity and hepatic fibrosis in AIH.


Subject(s)
Biomarkers , Hepatitis, Autoimmune , Liver Cirrhosis , Severity of Illness Index , WAP Four-Disulfide Core Domain Protein 2 , Humans , Liver Cirrhosis/blood , Liver Cirrhosis/diagnosis , Biomarkers/blood , Male , WAP Four-Disulfide Core Domain Protein 2/analysis , Female , Middle Aged , Hepatitis, Autoimmune/blood , Hepatitis, Autoimmune/diagnosis , Hepatitis, Autoimmune/complications , Adult
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