Summary
Background
The rs738409 GG variant in patatin‐like phospholipase 3 (PNPLA3) is associated with non‐alcoholic fatty liver disease (NAFLD) and disease severity. However, it remains unclear if ...it contributes to the development of NAFLD through affecting dietary pattern.
Aim
To examine the association among PNPLA3 gene polymorphism, dietary pattern, metabolic factors and NAFLD.
Methods
Liver fat and fibrosis were assessed by proton‐magnetic resonance spectroscopy and transient elastography in 920 subjects from a population screening project (251 had NAFLD). Dietary nutrient intake was recorded using a locally validated food‐frequency questionnaire.
Results
The prevalence of GG genotype in NAFLD subjects was 20.7%, compared to 10.6% in controls (P < 0.001). Macronutrient intake was similar among subjects with different PNPLA3 genotypes. The presence of G allele was a predictor of NAFLD independent of nutrient intake and other metabolic factors (adjusted odds ratio to CC: CG, 2.00; GG, 2.68). In subjects without metabolic syndrome, G allele was even more closely correlated with NAFLD diagnosis (adjusted odds ratio to CC: CG, 2.22; GG, 3.39). The prevalence of NAFLD was only 12% in subjects with CC genotype and no metabolic syndrome, and increased to 34% in those with GG genotype and no metabolic syndrome. While NAFLD subjects had significantly lower fibre intake, there was no significant interaction between PNPLA3 and dietary pattern.
Conclusions
The G allele in PNPLA3 rs738409 increases the risk of NAFLD in the general population, especially in subjects without metabolic syndrome, independent of dietary pattern and metabolic factors.
The aim of this study is to know the liver stiffness measurement (LSM) cutoffs for different stages of liver fibrosis in chronic hepatitis B (CHB) and to investigate the effect of alanine ...aminotransferase (ALT) on LSM. We prospectively studied consecutive CHB patients undergoing liver biopsy and transient elastography examinations. Diagnostic performance of LSM for different degrees of liver fibrosis was evaluated. One hundred and sixty‐one CHB patients with adequate liver biopsy sample size were studied. Area under receiver operating characteristics curves of LSM for no fibrosis (F0 vs F1–4), bridging fibrosis (F0–2 vs F3–4) and liver cirrhosis (F0–3 vs F4) was 0.80 (95% CI: 0.68–0.92), 0.87 (95% CI: 0.82–0.93) and 0.93 (95% CI: 0.89–0.97) respectively. For liver cirrhosis, these optimal cutoff values were 8.4 kPa (98% sensitivity), 9.0 kPa (maximum sum of sensitivity and specificity), 13.4 kPa (94% specificity) and 13.4 kPa (maximum diagnostic accuracy, 85%) respectively. Patients with the same fibrosis staging but higher ALT levels tend to have higher LSM, and the diagnostic performance for low stage fibrosis was most seriously affected when ALT was elevated. Different LSM cutoff values and algorithms were derived for normal and elevated ALT levels. Based on these algorithms, liver biopsy can be avoided in 62% and 58% of patients with normal and elevated ALT respectively. In conclusion, transient elastography is a reasonable noninvasive tool to substitute liver biopsy among the lowest and highest risk patients for the assessment of liver fibrosis.
Summary
Background
Patients with nonalcoholic steatohepatitis (NASH) have gut dysbiosis and intestinal bacterial overgrowth.
Aim
To test the hypothesis that endotoxemia is associated with the ...histological severity of nonalcoholic fatty liver disease (NAFLD) and determine factors associated with endotoxemia.
Methods
The endotoxemia markers lipopolysaccharide‐binding protein (LBP) and endotoxin levels were measured in 237 NAFLD patients 1 day before liver biopsy. Biomarkers of liver injury and transient elastography were performed as additional markers of disease severity.
Results
A total of 114/237 (48%) patients had NASH and 80/237 (34%) had F2‐4 fibrosis. LBP was correlated with lobular inflammation (P=.001), while both LBP (P=.0004) and endotoxin levels (P=0.008) were correlated with fibrosis. LBP was also correlated with cytokeratin‐18 fragments (P=.002) and aspartate aminotransferase‐to‐alanine aminotransferase ratio (P=.006), and both LBP (P=.019) and endotoxin (P=.006) were correlated with liver stiffness measurement by transient elastography. LBP was increased in patients with NASH (15.3±4.6 vs 13.8±3.3 μg/mL; P=.005) and F2‐4 fibrosis (15.4±4.4 vs 14.0±3.7 μg/mL; P=.008). Interestingly, patients harbouring the TM6SF2 rs58542926 T allele that predispose to NAFLD/NASH had higher LBP level. By multivariate analysis, gender, higher body mass index and glycated haemoglobin, and TM6SF2 variants were independent factors associated with increased LBP level.
Conclusions
Endotoxemia is positively associated with NASH and significant fibrosis. The association between TM6SF2 and endotoxemia warrants further investigations. The findings may shed light on the pathogenesis of NASH and inform a novel treatment target.
Linked ContentThis article is linked to Valenti and Romeo paper. To view this article visit https://doi.org/10.1111/apt.14154.
Summary
Background
Metabolic syndrome is a known risk factor of cirrhosis in chronic hepatitis B (CHB).
Aim
To investigate the effects of coincidental metabolic syndrome on liver fibrosis progression ...in treatment‐naïve CHB patients.
Methods
A total of 1466 CHB patients underwent liver stiffness measurement (LSM) by transient elastography in 2006–2008; 663 patients remained treatment‐naïve and had second LSM in 2010–2012. Liver fibrosis progression was defined as an increase in LSM ≥30% at the second assessment. The impact of coincidental metabolic syndrome and its factors on liver fibrosis progression were evaluated after adjustment for viral load and hepatitis activity.
Results
At baseline, the mean age was 43 ± 12 years, 55% were males, serum alanine aminotransferase (ALT) was 44 ± 40 IU/L, HBV DNA was 4.0 ± 2.0 log IU/mL and LSM was 6.3 ± 3.6 kPa. Metabolic syndrome was diagnosed in 80 (12%) and 142 (21%) patients at baseline and follow‐up visit, respectively; 84 (13%) and 22 (3%) patients had coincidental and resolved metabolic syndrome respectively. After an interval of 44 ± 7 months, 107 (16%) patients developed liver fibrosis progression. Coincidental metabolic syndrome adjusted odds ratio (aOR) 2.0, 95% confidence interval (CI) 1.1–3.5, P = 0.015, central obesity (aOR 2.0, 95% CI 1.0–4.1, P = 0.05) and low level of high‐density lipoprotein cholesterol (aOR 1.9, 95% CI 1.0–3.7, P = 0.04) were associated with liver fibrosis progression independent of change in viral load and ALT level. The effects of coincidental metabolic syndrome were most apparent in the immune‐tolerant phase.
Conclusion
Coincidental metabolic syndrome increases the risk of liver fibrosis progression in patients with chronic hepatitis B infection, independent of viral load and hepatitis activity.
Summary
Background
Non‐alcoholic fatty liver disease (NAFLD) affects 20%‐40% of the general population in developed countries and is an increasingly important cause of hepatocellular carcinoma. ...Electronic medical records facilitate large‐scale epidemiological studies, existing NAFLD scores often require clinical and anthropometric parameters that may not be captured in those databases.
Aim
To develop and validate a laboratory parameter‐based machine learning model to detect NAFLD for the general population.
Methods
We randomly divided 922 subjects from a population screening study into training and validation groups; NAFLD was diagnosed by proton‐magnetic resonance spectroscopy. On the basis of machine learning from 23 routine clinical and laboratory parameters after elastic net regulation, we evaluated the logistic regression, ridge regression, AdaBoost and decision tree models. The areas under receiver‐operating characteristic curve (AUROC) of models in validation group were compared.
Results
Six predictors including alanine aminotransferase, high‐density lipoprotein cholesterol, triglyceride, haemoglobin A1c, white blood cell count and the presence of hypertension were selected. The NAFLD ridge score achieved AUROC of 0.87 (95% CI 0.83‐0.90) and 0.88 (0.84‐0.91) in the training and validation groups respectively. Using dual cut‐offs of 0.24 and 0.44, NAFLD ridge score achieved 92% (86%‐96%) sensitivity and 90% (86%‐93%) specificity with corresponding negative and positive predictive values of 96% (91%‐98%) and 69% (59%‐78%), and 87% of overall accuracy among 70% of classifiable subjects in the validation group; 30% of subjects remained indeterminate.
Conclusions
NAFLD ridge score is a simple and robust reference comparable to existing NAFLD scores to exclude NAFLD patients in epidemiological studies.
Linked ContentThis article is linked to Gallacher et al and McPherson and Yip papers. To view these articles visit https://doi.org/10.1111/apt.14217 and https://doi.org/10.1111/apt.14234.
Metabolic syndrome is associated with non-alcoholic steatohepatitis and cryptogenic cirrhosis. Whether metabolic syndrome affects the severity of chronic hepatitis B (CHB) is unclear.
We aimed to ...study the relationship between metabolic syndrome and the risk of liver cirrhosis in patients with CHB.
We prospectively recruited patients with CHB from primary care and hospital clinics for liver stiffness measurement (LSM) with transient elastography to diagnose early cirrhosis. Probable cirrhosis was defined as LSM >or=13.4 kPa. We analysed a subgroup of patients with paired LSM and liver biopsies to validate the accuracy of LSM.
1466 patients had reliable LSM and 134 (9%) patients had adequate liver biopsy. 188 (13%) patients had metabolic syndrome. Histological liver cirrhosis was present in 32/134 (24%) patients. Histological liver cirrhosis was more common among patients who had metabolic syndrome (38%) versus those who did not (11%, p<0.001). The specificity of probable cirrhosis on LSM for histological cirrhosis was 94%. Probable cirrhosis was present in 187 (13%) patients. Metabolic syndrome was more prevalent in patients with probable cirrhosis (24%) than those without cirrhosis (11%, p<0.001). After adjustment for anthropometric, biochemical and virological factors, metabolic syndrome remained an independent factor associated with probable cirrhosis (odds ratio 1.7, 95% confidence interval (CI) 1.1 to 2.6). The odds ratios of probable cirrhosis were 1.4 (95% CI, 0.9 to 2.3), 2.6 (95% CI, 1.7 to 4.3), 4.1 (95% CI, 2.4 to 7.1), 4.0 (95% CI, 1.9 to 8.4) and 5.5 (95% CI, 1.8 to 16.7) in patients with one, two, three, four and five components of metabolic syndrome, respectively.
Metabolic syndrome is an independent risk factor of liver cirrhosis in CHB.
Whereas high-flow nasal cannula use is gaining prevalence, its high gas flow raises concerns about aerosolization of infectious particles and spread of infection. This randomized controlled crossover ...non-inferiority trial (N = 20) evaluated the degree of environmental contamination by viable bacteria associated with the use of high-flow nasal cannula compared with conventional oxygen mask for critically ill patients with Gram-negative pneumonia. The results show that high-flow nasal cannula use was not associated with increased air or contact surface contamination by either Gram-negative bacteria or total bacteria, suggesting that additional infection control measures are not required.
AbstractMental ill health is a significant cause of suicide and disability worldwide. It has particularly affected the construction industry. The construction labor sectors in Australia and the ...United Kingdom have suicide rates 2 and 3.7 times higher, respectively, than their overall national averages, which has attracted the attention of researchers and the industry. However, few studies have examined the state of construction workers’ mental health. This paper systematically reviews the existing body of knowledge on mental health in the construction industry. In total, 16 journal articles met inclusion criteria, and 32 risk factors (RFs) were deduced. The foremost RFs were related to job demand and job control. A conceptual framework and checklist to aid in better understanding these RFs were developed. In assessing mental health, the primary tool used was the Depression Anxiety Stress Scale. The findings of this study help to deepen the understanding of professional mental health assessment scales and relevant RFs and protective factors as used in the construction industry. The study concludes that stronger methodologies are needed for studies into RFs and protective factors in the construction industry.
Summary
Background
The accuracy of Enhanced Liver Fibrosis (ELF; ADVIA Centaur, Siemens Healthcare Diagnostics, Tarrytown, NY, USA) in assessing liver fibrosis in chronic hepatitis B (CHB) is to be ...determined.
Aim
To derive and validate a combined ELF‐liver stiffness measurement (LSM) algorithm to predict advanced fibrosis in CHB patients.
Methods
Using the data of a previously reported cohort of 238 CHB patients, an ALT‐based LSM algorithm for liver fibrosis was used as a training cohort to evaluate the performance of ELF against liver histology. The best combined ELF‐LSM algorithm was then validated in new cohort of 85 CHB patients not previously reported.
Results
In the training cohort, LSM has better performance of diagnosing advanced (≥F3) fibrosis (area under the receiver operating characteristics curve AUROC 0.83, 95% confidence interval CI 0.76–0.91 than ELF (AUROC 0.69, 95% CI 0.63–0.75). The optimal cut‐off values of ELF were 8.4 to exclude advanced fibrosis, and 10.8 to confirm advanced fibrosis. In the training cohort, an ELF ≤ 8.4 had a sensitivity of 95% to exclude advanced fibrosis; an ELF > 10.8 had a specificity of 92% to confirm advanced fibrosis. In the combined algorithm, low ELF or low LSM could be used to exclude advanced fibrosis as both of them had high sensitivity (≥90%). To confirm advanced fibrosis, agreement between high ELF and high LSM could improve the negative predictive value specificity (from 65% and 74% to 80%).
Conclusions
An Enhanced Liver Fibrosis ‐ liver stiffness measurement algorithm could improve the accuracy of prediction of either ELF or LSM alone. Liver biopsy could be correctly avoided in approximately 60% of patients.
Summary
Background
The diagnosis of non‐alcoholic fatty liver disease (NAFLD), non‐alcoholic steatohepatitis (NASH) and fibrosis relies on liver biopsy. Non‐invasive assessments are urgently needed.
...Aim
To evaluate cell apoptotic marker cytokeratin‐18 M30 and total cell death markers cytokeratin‐18 M65/M65ED for the assessment and monitoring of NAFLD.
Methods
A cohort of 147 patients with biopsy‐proven NAFLD and 73 controls were enroled, including 51 patients who received paired liver biopsies 36 months apart. Biomarkers were determined by enzyme‐linked immunosorbent assay.
Results
M30, M65 and M65ED increased in a stepwise fashion in control subjects, patients with non‐NASH, NAFLD and NASH (all P < 0.001). All biomarkers had similarly high accuracy over 0.9 in predicting NAFLD and moderate accuracy around 0.7 in predicting NASH. Among patients with paired liver biopsies, changes in M30, M65 and M65ED positively correlated with disease progression (rho = 0.42, 0.32 and 0.39; P = 0.002, 0.023 and 0.005 respectively), and only changes in M65 and M65ED correlated with fibrosis progression (rho = 0.29, 0.34; P = 0.038, 0.015 respectively). Both M30 and M65 had area under receiver‐operating characteristics curve above 0.8 in predicting disease progression. At cut‐off of 236 U/L, changes of M65ED had 88% NPV and 59% PPV to exclude and predict fibrosis progression.
Conclusions
Cytokeratin‐18 M30 and M65/M65ED have moderate accuracy in detecting non‐alcoholic steatohepatitis. Changes in the biomarkers also correlate with histological progression. However, development of new biomarkers is still required to improve the diagnostic accuracy.
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