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1.
Ann Hepatol ; 29(4): 101510, 2024.
Article in English | MEDLINE | ID: mdl-38714224

ABSTRACT

INTRODUCTION AND OBJECTIVES: Non-alcoholic fatty liver disease (NAFLD) is the most common liver disease worldwide and can progress to non-alcoholic steatohepatitis (NASH) and, ultimately, cirrhosis. Clostridioides difficile is the most common nosocomial cause of diarrhea and is associated with worse clinical outcomes in other liver diseases, including cirrhosis, but has not been extensively evaluated in concomitant NAFLD/NASH. MATERIALS AND METHODS: We conducted a retrospective cohort study using the National Inpatient Sample database from 2015 to 2017. Patients with a diagnosis of CDI, NAFLD, and NASH were identified using International Classification of Diseases (Tenth Revision) codes. The outcomes of our study include length of stay, hospitalization cost, mortality, and predictors of mortality. RESULTS: The CDI and NASH cohort had a higher degree of comorbidity burden and prevalence of peptic ulcer disease, congestive heart failure, diabetes mellitus, and cirrhosis. Patients with NASH and CDI had a significantly higher mortality rate compared to the CDI only cohort (mortality, 7.11 % vs. 6.36 %; P = 0.042). Patients with CDI and NASH were at increased risk for liver-related complications, acute kidney injury, and septic shock (P < 0.001) compared to patients with CDI only. Older age, intestinal complications, pneumonia, sepsis and septic shock, and liver failure conferred an increased risk of mortality among the CDI and NASH cohort. CONCLUSIONS: Patients with NASH had a higher rate of liver-related complications, progression to septic shock, and mortality rate following CDI infection compared to the CDI only cohort.


Subject(s)
Clostridium Infections , Non-alcoholic Fatty Liver Disease , Humans , Non-alcoholic Fatty Liver Disease/mortality , Non-alcoholic Fatty Liver Disease/epidemiology , Non-alcoholic Fatty Liver Disease/complications , Male , Female , Retrospective Studies , Risk Factors , Middle Aged , Clostridium Infections/mortality , Clostridium Infections/epidemiology , Clostridium Infections/diagnosis , Aged , Clostridioides difficile , United States/epidemiology , Databases, Factual , Length of Stay/statistics & numerical data , Adult , Comorbidity , Hospital Costs , Risk Assessment
2.
Aliment Pharmacol Ther ; 59(9): 1096-1110, 2024 05.
Article in English | MEDLINE | ID: mdl-38538967

ABSTRACT

BACKGROUND/AIMS: We examined the effects of glucagon-like peptide-1 receptor agonists (GLP-1RAs) initiation on long-term Adverse Liver Outcomes (ALO) in patients with Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) cirrhosis and type 2 diabetes using real-world data from the MarketScan database. METHODS: We conducted a retrospective cohort study of patients with MASLD cirrhosis and type 2 diabetes between 2012 and 2020. Cox proportional hazard models examine the association between GLP-1RAs initiation, modelled as time-dependent, and the risk of ALO, a composite endpoint defined by the first occurrence of hepatic decompensation(s), portal hypertension, hepatocellular carcinoma (HCC) or liver transplantation (LT). We used Overlap Propensity Score Weighting (OPSW) to account for confounding. The study included 459 GLP-1RAs and 4837 non-GLP-1RAs patients. RESULTS: The non-GLP-1RAs patients presented with 1411 (29%) ALO over 7431.7 person years, while GLP-1RAs patients had 32 (7%) ALO over 586.6 person years - risk rate difference 13.5 (95% CI: 11.4-15.7) per 100 person-years. The OPSW-adjusted risk of ALO was reduced by 36% (hazard ratio [HR]: 0.64; 95% CI: 0.54-0.76) in patients with vs. without GLP-1RAs initiation. GLP-1RAs initiation was associated with significant reductions in the adjusted risk of hepatic decompensation (HR: 0.74; 95% CI: 0.61-0.88), portal hypertension (HR: 0.73; 95% CI: 0.60-0.88), HCC (HR: 0.37; 95% CI: 0.20-0.63) and LT (HR: 0.24; 95% CI: 0.12-0.43). CONCLUSION: The use of GLP-1RAs was associated with significant risk reductions in long-term adverse liver outcomes, including hepatic decompensation, portal hypertension, HCC and LT, in MASLD cirrhosis patients with type 2 diabetes.


Subject(s)
Carcinoma, Hepatocellular , Diabetes Mellitus, Type 2 , Fatty Liver , Hypertension, Portal , Liver Neoplasms , Metabolic Diseases , Humans , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/adverse effects , Glucagon-Like Peptide-1 Receptor Agonists , Carcinoma, Hepatocellular/complications , Retrospective Studies , Liver Neoplasms/complications , Fatty Liver/complications , Liver Cirrhosis/complications , Liver Cirrhosis/drug therapy , Metabolic Diseases/complications , Hypertension, Portal/drug therapy , Hypertension, Portal/complications
3.
PLoS One ; 19(3): e0299836, 2024.
Article in English | MEDLINE | ID: mdl-38489287

ABSTRACT

BACKGROUND & AIMS: Previous studies have examined the effects of metabolic syndrome (MetS) rather than its severity on race and ethnic disparities in Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD). We used the MetS severity score, a validated sex-race-ethnicity-specific severity measure, to examine the effects of race/ethnicity on the association between MetS severity and MASLD. METHODS: This study included 10,605 adult participants from the Third National Health and Nutrition Examination Survey. The MASLD diagnosis was based on ultrasound findings in patients without excessive alcohol intake or other liver diseases. MetS severity Z-scores were calculated and stratified into four categories low (1st-50th), moderate (>50th-75th), high (>75th-90th), and very high (>90th+)]. Multivariable adjusted logistic regression models with complex survey methods were used to test the effect of MetS severity on MASLD. RESULTS: The age-adjusted MASLD prevalence was 17.4%, 25.7%, 42.5, and 54.9% in adults with mild, moderate, high, and very high MetS severities, respectively (P-trend <0.001). MetS severity was significantly higher in patients with MASLD than in those without [mean percentile 60th vs. 44th, P<0.001]. Among patients with MASLD, Mexican-American and Black non-Hispanic females had significantly higher age-adjusted MetS severity (68th and 61st, respectively) than White non-Hispanic females 54th, while Black non-Hispanic males had significantly lower MetS severity (56th) than White non-Hispanic males (70th) (P-Interaction = 0.02). Adults with high and very high MetS severity had 2.27 (95% CI:1.70 to 3.03) and 3.12 (95% CI:2.20 to 4.42), respectively, higher adjusted odds of MASLD than those with mild MetS severity. CONCLUSIONS: Racial/ethnic disparities in MetS severity play a pivotal role in the risk of MASLD. Our findings highlight the potential clinical utility of the MetS severity score in identifying at-risk individuals, which will help guide targeted prevention and tailoring management strategies to mitigate the MASLD burden.


Subject(s)
Metabolic Syndrome , Adult , Female , Humans , Male , Black or African American , Ethnicity , Metabolic Syndrome/epidemiology , Nutrition Surveys , White , Hispanic or Latino , Mexican Americans
4.
Clin Exp Rheumatol ; 42(1): 86-91, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37497724

ABSTRACT

OBJECTIVES: It has been suggested that gout is associated with non-alcoholic fatty liver disease (NAFLD). Our aim was to assess NAFLD in gout patients using the validated non-invasive imaging technique, transient elastography (FibroScan). METHODS: FibroScans in consecutive gout patients in a single centre from 11/1/2016 to 11/1/2021 and reviewed retrospectively. FibroScan results include the E- score (kPA), measuring liver stiffness, and controlled attenuation parameter (CAP) score (dB/m), assessing steatosis. In addition, a FIB-4 fibrosis score was calculated. RESULTS: 47 gout patients (7 females, 14.9%; 40 males, 85.1%) underwent FibroScans. The mean age was 59.8 years, the mean body mass index (BMI) was 30.95 kg/m2, and gout duration 0-49 years. Tophi were present in 11 (26.2%). Comorbidities included dyslipidaemia (86.7%), diabetes mellitus (31.1%), known liver disease (33.3%), current alcohol consumption (46.8%), ALT or AST elevations (54.4%), and hyperuricaemia (53.7%). FibroScan results revealed hepatic steatosis (CAP >238 dB/m) in 40 (85.1%) and were significantly associated with BMI (r=0.53, p=0.0001) but not age, serum urate (SU), glucose, triglycerides, ALT, AST. FibroScan also revealed fibrosis (E score >7) in 9 (19.1%); severe fibrosis (cirrhosis) in 8. Fibrosis was significantly associated with age (p=0.03) and known liver disease (p=0.003) but not BMI, SU, or comorbidities. The FIB-4 score was significantly associated with the fibrosis score (r2=0.24, p=0.0009) but not with CAP, ALT, or AST. CONCLUSIONS: Despite not being associated with common gout comorbidities, fatty liver and liver fibrosis were common in this gout cohort, suggesting FibroScan screening in gout patients to assess NAFLD, irrespective of serum transaminase levels.


Subject(s)
Elasticity Imaging Techniques , Gout , Non-alcoholic Fatty Liver Disease , Male , Female , Humans , Middle Aged , Non-alcoholic Fatty Liver Disease/complications , Non-alcoholic Fatty Liver Disease/diagnostic imaging , Non-alcoholic Fatty Liver Disease/epidemiology , Elasticity Imaging Techniques/methods , Retrospective Studies , Liver Cirrhosis/diagnostic imaging , Liver Cirrhosis/epidemiology , Liver Cirrhosis/etiology , Gout/complications , Gout/diagnostic imaging , Gout/epidemiology , Liver/diagnostic imaging , Liver/pathology
5.
J Gastrointestin Liver Dis ; 32(1): 39-50, 2023 03 31.
Article in English | MEDLINE | ID: mdl-37004233

ABSTRACT

BACKGROUND AND AIMS: Cirrhosis is associated with an increased risk of acute kidney injury (AKI) and hepatorenal syndrome (HRS). Healthcare utilization and cost burden of AKI and HRS in cirrhosis is unknown. We aimed to analyze the health care use and cost burden associated with AKI and HRS in patients with cirrhosis in the United States by using real-world claims data. METHODS: We conducted a case-control study using the Truven Health MarketScan Commercial Claims databases from 2007-2017. A total of 34,398 patients with cirrhosis with or without AKI and 4,364 patients with cirrhosis with or without HRS were identified using International Classification of Diseases, Ninth or Tenth Revision, codes and matched 1:1 by sociodemographic characteristics and comorbidities using propensity scores. Total and service-specific were quantified for the 12-months following versus the 12-months before the first date of AKI or HRS diagnosis and over 12-months following a randomly selected date for cirrhosis controls to capture entire disease burdens. RESULTS: The AKI and HRS group had a higher number of comorbidities and were associated with higher rates of readmission and mortality. The AKI and HRS groups had a significantly higher prevalence of ascites, spontaneous bacterial peritonitis (SBP), encephalopathy, gastrointestinal bleeding, septic shock, pulmonary edema, and respiratory failure. Compared to patients with cirrhosis only, AKI was associated with higher number of claims per person (AKI vs. cirrhosis only, 60.30 vs. 47.09; p<0.0001) and total annual median health care costs (AKI vs. cirrhosis only, $46,150 vs. $26,340; p<0.0001). Compared to patients with cirrhosis only, the HRS cohort was associated with a higher number of claims per person (HRS vs. cirrhosis only, 44.96 vs. 43.50; p<0.0009) and total annual median health care costs (HRS vs. cirrhosis only, $34,912 vs. $23,354; p<0.0001). Inpatient costs were higher than the control cohort for AKI (AKI vs. cirrhosis only, $72,720 vs. $29,111; p<0.0001) and HRS (HRS vs. cirrhosis only, $ 98,246 vs. $27,503; p<0.0001). Compared to the control cohort, AKI and HRS had a higher rate of inpatient admission, mean number of inpatient admissions, and mean total length of stay. CONCLUSIONS: AKI and HRS are associated with higher health care utilization and cost burden compared to cirrhosis alone, highlighting the importance for improved screening and treatment modalities.


Subject(s)
Acute Kidney Injury , Hepatorenal Syndrome , Humans , United States/epidemiology , Hepatorenal Syndrome/diagnosis , Hepatorenal Syndrome/epidemiology , Hepatorenal Syndrome/therapy , Case-Control Studies , Liver Cirrhosis/complications , Liver Cirrhosis/diagnosis , Liver Cirrhosis/epidemiology , Health Care Costs , Acute Kidney Injury/diagnosis , Acute Kidney Injury/epidemiology , Acute Kidney Injury/therapy
6.
J Clin Transl Hepatol ; 11(2): 502-515, 2023 Apr 28.
Article in English | MEDLINE | ID: mdl-36643037

ABSTRACT

Nonalcoholic fatty liver disease (NAFLD) is the most common liver disease worldwide, with an estimated prevalence of 25% globally. NAFLD is closely associated with metabolic syndrome, which are both becoming increasingly more common with increasing rates of insulin resistance, dyslipidemia, and hypertension. Although NAFLD is strongly associated with obesity, lean or nonobese NAFLD is a relatively new phenotype and occurs in patients without increased waist circumference and with or without visceral fat. Currently, there is limited literature comparing and illustrating the differences between lean/nonobese and obese NAFLD patients with regard to risk factors, pathophysiology, and clinical outcomes. In this review, we aim to define and further delineate different phenotypes of NAFLD and present a comprehensive review on the prevalence, incidence, risk factors, genetic predisposition, and pathophysiology. Furthermore, we discuss and compare the clinical outcomes, such as insulin resistance, dyslipidemia, hypertension, coronary artery disease, mortality, and progression to nonalcoholic steatohepatitis, among lean/nonobese and obese NAFLD patients. Finally, we summarize the most up to date current management of NAFLD, including lifestyle interventions, pharmacologic therapies, and surgical options.

7.
Clin Exp Rheumatol ; 41(1): 60-66, 2023 Jan.
Article in English | MEDLINE | ID: mdl-35349415

ABSTRACT

OBJECTIVES: To determine whether lowering serum urate (SU) affects the course of non-alcoholic fatty liver disease (NAFLD). METHODS: Retrospective data analysis from chronic refractory gout patients who participated in two 6-month pegloticase randomised clinical trials compared patients who received pegloticase biweekly to those who received placebo. Patients with persistent urate-lowering to <1 mg/dL in response to biweekly pegloticase (responders, n=36) were compared to those who received placebo (n=43). NAFLD was assessed using the Fibrosis-4 (Fib-4) index. Comparisons between groups were carried out using 2 sample Wilcoxon tests or regression analysis. RESULTS: At baseline the mean (standard deviation [SD]) Fib-4 values were 1.40 (0.86) in pegloticase responders, and 1.04 (0.53) in patients receiving placebo. Patients receiving placebo exhibited a change of 0.26 (0.41) in Fib-4 score over 6 months vs 0.13 (0.62) for pegloticase responders (p=0.048). When only patients with a Fib-4 value >1.3 were considered (n=27), a significant difference in the change in the Fib-4 values between pegloticase responders vs. placebo was observed (-0.15 [0.67] vs. 0.7 [0.42], p=0.04). The correlation between the SU area under the curve (AUC) over the 6-month trial period and the change in Fib-4 value was R=0.33 (p=0.0004). Multivariable analysis indicated SU AUC was the only significant contributor to the change in Fib-4 values (p=0.018). CONCLUSIONS: Persistent lowering of SU significantly reduced Fib-4 scores, implying a possible effect on NAFLD progression. These results support the consideration of a complete analysis of the impact of profound urate-lowering on NAFLD as measured by the Fib-4 index.


Subject(s)
Gout , Liver Cirrhosis , Polyethylene Glycols , Humans , Chronic Disease , Gout/drug therapy , Gout Suppressants/therapeutic use , Liver Cirrhosis/drug therapy , Non-alcoholic Fatty Liver Disease , Polyethylene Glycols/therapeutic use , Retrospective Studies , Treatment Outcome , Uric Acid , Randomized Controlled Trials as Topic
8.
Mol Biomed ; 3(1): 36, 2022 Nov 28.
Article in English | MEDLINE | ID: mdl-36437420

ABSTRACT

People with acute COVID-19 due to SARS-CoV-2 infection experience a range of symptoms, but major factors contributing to severe clinical outcomes remain to be understood. Emerging evidence suggests associations between the gut microbiome and the severity and progression of COVID-19. To better understand the host-microbiota interactions in acute COVID-19, we characterized the intestinal microbiome of patients with active SARS-CoV-2 infection in comparison to recovered patients and uninfected healthy controls. We performed 16S rRNA sequencing of stool samples collected between May 2020 and January 2021 from 20 COVID-19-positive patients, 20 COVID-19-recovered subjects and 20 healthy controls. COVID-19-positive patients had altered microbiome community characteristics compared to the recovered and control subjects, as assessed by both α- and ß-diversity differences. In COVID-19-positive patients, we observed depletion of Bacteroidaceae, Ruminococcaceae, and Lachnospiraceae, as well as decreased relative abundances of the genera Faecalibacterium, Adlercreutzia, and the Eubacterium brachy group. The enrichment of Prevotellaceae with COVID-19 infection continued after viral clearance; antibiotic use induced further gut microbiota perturbations in COVID-19-positive patients. In conclusion, we present evidence that acute COVID-19 induces gut microbiota dysbiosis with depletion of particular populations of commensal bacteria, a phenomenon heightened by antibiotic exposure, but the general effects do not persist post-recovery.

9.
JAMA Netw Open ; 5(10): e2235003, 2022 10 03.
Article in English | MEDLINE | ID: mdl-36205997

ABSTRACT

Importance: There are no approved treatments for nonalcoholic fatty liver disease (NAFLD) despite its association with obesity and increased risk of cardiovascular disease (CVD). Objective: To examine the association between bariatric surgery and CVD risk in individuals with severe obesity and NAFLD. Design, Setting, and Participants: This large, population-based retrospective cohort study obtained data from the MarketScan Commercial Claims and Encounters database from January 1, 2007, to December 31, 2017. Participants included insured adults aged 18 to 64 years with NAFLD and severe obesity (body mass index ≥40) without a history of bariatric surgery or CVD before NAFLD diagnosis. Baseline characteristics were balanced between individuals who underwent surgery (surgical group) and those who did not (nonsurgical group) using inverse probability of treatment weighting. Data were analyzed from March 2020 to April 2021. Exposures: Bariatric surgery (Roux-en-Y gastric bypass, sleeve gastrectomy, and other bariatric procedures) vs nonsurgical care. Main Outcomes and Measures: The main outcome was the incidence of cardiovascular events (primary or secondary composite CVD outcomes). The primary composite outcome included myocardial infarction, heart failure, or ischemic stroke, and the secondary composite outcome included secondary ischemic heart events, transient ischemic attack, secondary cerebrovascular events, arterial embolism and thrombosis, or atherosclerosis. Cox proportional hazards regression models with inverse probability treatment weighting were used to examine the associations between bariatric surgery, modeled as time varying, and all outcomes. Results: The study included 86 964 adults (mean [SD] age, 44.3 [10.9] years; 59 773 women [68.7%]). Of these individuals, 30 300 (34.8%) underwent bariatric surgery and 56 664 (65.2%) received nonsurgical care. All baseline covariates were balanced after applying inverse probability treatment weighting. In the surgical group, 1568 individuals experienced incident cardiovascular events compared with 7215 individuals in the nonsurgical group (incidence rate difference, 4.8 [95% CI, 4.5-5.0] per 100 person-years). At the end of the study, bariatric surgery was associated with a 49% lower risk of CVD (adjusted hazard ratio [aHR], 0.51; 95% CI, 0.48-0.54) compared with nonsurgical care. The risk of primary composite CVD outcomes was reduced by 47% (aHR, 0.53 [95% CI, 0.48-0.59), and the risk of secondary composite CVD outcomes decreased by 50% (aHR, 0.50; 95% CI, 0.46-0.53) in individuals with vs without surgery. Conclusions and Relevance: Results of this study suggest that, compared with nonsurgical care, bariatric surgery was associated with significant reduction in CVD risk in individuals with severe obesity and NAFLD.


Subject(s)
Bariatric Surgery , Myocardial Infarction , Non-alcoholic Fatty Liver Disease , Obesity, Morbid , Adult , Female , Humans , Myocardial Infarction/complications , Non-alcoholic Fatty Liver Disease/complications , Non-alcoholic Fatty Liver Disease/epidemiology , Non-alcoholic Fatty Liver Disease/surgery , Obesity, Morbid/complications , Obesity, Morbid/epidemiology , Obesity, Morbid/surgery , Retrospective Studies
10.
Clin Exp Rheumatol ; 40(3): 631-633, 2022 Mar.
Article in English | MEDLINE | ID: mdl-35238754

ABSTRACT

OBJECTIVES: To examine Metabolic Syndrome (MetS) severity using a recently validated Metabolic Syndrome Severity Score (MetSSS) in order to explore the overall associations between MetSSS and the risk of mortality related to all-causes, heart disease, diabetes mellitus, and hypertension amongst American adults with gout. METHODS: Mortality-linked data for 12,101 adults aged 18 to 90 years who participated in the National Health and Nutrition Examination Survey III by gout status was analysed. All 5 metabolic features were used to calculate gender-race/ethnicity-specific MetSSS Z-scores in gout patients. The calculated Z-scores are a continuous representation of all MetS conditions while accounting for gender-race/ethnicity disparities. RESULTS: A total of 3,381 deaths were observed, of which 215 had gout. The prevalence amongst adults was 2.59%. Moderate to high MetS severity was significantly prevalent amongst gout patients (47.33% vs. 21.16 % no gout; p-value <0.0001). The mean MetSSS Zscore for gout patients was significantly higher than those without gout (0.71 vs. -0.04 no gout; p-value <0.0001). A one-unit increase in MetSSS score was associated with significant increases in the risk of all-cause mortality, heart disease, diabetes- and hypertension-related mortalities. CONCLUSIONS: Moderate to high MetSSS is significantly prevalent amongst gout patients. A one-unit increase in MetSSS score was associated with significant increases in the risk of all-cause mortality, heart disease, diabetes- and hypertension-related mortalities. MetS is a clinically accessible tool for predicting mortality risks in gout patients with MetS.


Subject(s)
Gout , Hypertension , Metabolic Syndrome , Adolescent , Adult , Aged , Aged, 80 and over , Gout/complications , Gout/diagnosis , Humans , Hypertension/epidemiology , Metabolic Syndrome/diagnosis , Metabolic Syndrome/epidemiology , Middle Aged , Nutrition Surveys , Risk Factors , Severity of Illness Index , United States/epidemiology , Young Adult
11.
J Clin Invest ; 132(10)2022 05 16.
Article in English | MEDLINE | ID: mdl-35349482

ABSTRACT

Nonalcoholic fatty liver disease (NAFLD), the most common liver disease, has become a silent worldwide pandemic. The incidence of NAFLD correlates with the rise in obesity, type 2 diabetes, and metabolic syndrome. A hallmark featureof NAFLD is excessive hepatic fat accumulation or steatosis, due to dysregulated hepatic fat metabolism, which can progress to nonalcoholic steatohepatitis (NASH), fibrosis, and cirrhosis. Currently, there are no approved pharmacotherapies to treat this disease. Here, we have found that activation of the kisspeptin 1 receptor (KISS1R) signaling pathway has therapeutic effects in NAFLD. Using high-fat diet-fed mice, we demonstrated that a deletion of hepatic Kiss1r exacerbated hepatic steatosis. In contrast, enhanced stimulation of KISS1R protected against steatosis in wild-type C57BL/6J mice and decreased fibrosis using a diet-induced mouse model of NASH. Mechanistically, we found that hepatic KISS1R signaling activates the master energy regulator, AMPK, to thereby decrease lipogenesis and progression to NASH. In patients with NAFLD and in high-fat diet-fed mice, hepatic KISS1/KISS1R expression and plasma kisspeptin levels were elevated, suggesting a compensatory mechanism to reduce triglyceride synthesis. These findings establish KISS1R as a therapeutic target to treat NASH.


Subject(s)
Diabetes Mellitus, Type 2 , Non-alcoholic Fatty Liver Disease , Animals , Diabetes Mellitus, Type 2/metabolism , Diet, High-Fat/adverse effects , Disease Models, Animal , Humans , Kisspeptins/genetics , Liver/metabolism , Liver Cirrhosis/pathology , Mice , Mice, Inbred C57BL , Non-alcoholic Fatty Liver Disease/metabolism , Receptors, Kisspeptin-1/genetics , Receptors, Kisspeptin-1/metabolism
12.
J Med Econ ; 25(1): 347-355, 2022.
Article in English | MEDLINE | ID: mdl-35034553

ABSTRACT

BACKGROUND: Nonalcoholic fatty liver disease (NAFLD) is associated with substantial morbidity, mortality, and economic burden. With currently no approved treatment, an effective pharmaceutical intervention for this disease must be both clinically- and cost-effective. METHODS: A Markov model was constructed to estimate the clinical outcomes, costs, and quality of life impact of a hypothetical pharmaceutical intervention. Lifetime clinical outcomes, life-years, quality-adjusted life-years (QALYs), costs (2020 $US), incremental cost-effectiveness ratios (ICERs), and economically justifiable prices (EJPs) were quantified. Only patients with fibrosis stage F2-F4 were assumed eligible to initiate pharmaceutical treatment. RESULTS: Over a mean life expectancy of approximately 21 years in the simulated cohort, drug treatment reduced liver-related mortality by 6.0% (2.7% absolute reduction). Assuming an annual drug cost of $36,000, total discounted medical costs were $574,238 and $120,312 for drug and usual care, respectively, with discounted QALYs estimated to be 9.452 and 9.272 for the two comparators. This yielded an ICER of $2,517,676/QALY gained. The EJP of the drug at an ICER threshold of $150,000/QALY gained was $2,633, a 93% reduction from a base case. Sensitivity analyses suggest that, without a substantial decrease in the drug price, ICERs would exceed $500,000/QALY gained even with the most favorable efficacy assumptions. CONCLUSIONS: For a pharmaceutical intervention to be considered cost-effective in the NAFLD fibrosis population, the substantial clinical benefit will need to be coupled with a modest annual price. Annual drug costs exceeding $12,000 likely will not provide reasonable value, even with favorable efficacy. More work is needed to estimate the cost-effectiveness of lifestyle modifications.


Subject(s)
Non-alcoholic Fatty Liver Disease , Cost-Benefit Analysis , Humans , Non-alcoholic Fatty Liver Disease/drug therapy , Pharmaceutical Preparations , Quality of Life , Quality-Adjusted Life Years
13.
Hepatol Commun ; 6(2): 389-398, 2022 02.
Article in English | MEDLINE | ID: mdl-34559472

ABSTRACT

The economic and health care use burdens of Wilson's disease (WD) are unknown. In this study, we aimed to quantify this health care resource use and economic burden. We performed a retrospective case-control analysis of individuals in the Truven Health MarketScan Commercial Claims database (2007-2017). Using propensity scores, 424 WD cases were matched 1:1 to chronic liver disease (CLD) controls without WD. Total and service-specific parameters, expressed in monthly averages, were quantified for the 6-month pre-WD diagnosis versus the 12-month period after diagnosis. Wilcoxon signed-rank tests and McNemar tests were used to examine incremental differences in burden between cases and controls. Adjusted multivariable generalized linear regression models were used to compare health care burdens. Relative to the 6-month pre-WD diagnosis, the 12 months after diagnosis had more claims per patient (2.87 vs. 3.35; P < 0.0001) and increased per patient health care costs (US $2,089 vs. US $3,887; P < 0.0001). WD cases incurred US $1,908 more in total unadjusted costs compared to controls in the 12-month postindex date monthly averages. The increase in claims was primarily due to outpatient visits (1.62 vs. 1.82) and pharmaceutical claims (1.11 vs. 1.37). Cases also had higher health care costs for inpatient admissions (US $559 vs. US $1,264), outpatient visits (US $770 vs. US $1,037), and pharmaceutical claims (US $686 vs. US $1,489). Conclusion: WD is associated with significant health care cost and use burdens driven by increased inpatient admissions, outpatient visits, and pharmaceutical claims.


Subject(s)
Cost of Illness , Health Care Costs , Hepatolenticular Degeneration/economics , Hepatolenticular Degeneration/therapy , Adolescent , Adult , Ambulatory Care/economics , Ambulatory Care/statistics & numerical data , Case-Control Studies , Drug Costs , Facilities and Services Utilization , Female , Hospitalization/economics , Hospitalization/statistics & numerical data , Humans , Male , Middle Aged , Retrospective Studies , United States , Young Adult
14.
NPJ Precis Oncol ; 5(1): 87, 2021 Sep 23.
Article in English | MEDLINE | ID: mdl-34556802

ABSTRACT

Breast carcinoma is the most common cancer among women worldwide that consists of a heterogeneous group of subtype diseases. The whole-slide images (WSIs) can capture the cell-level heterogeneity, and are routinely used for cancer diagnosis by pathologists. However, key driver genetic mutations related to targeted therapies are identified by genomic analysis like high-throughput molecular profiling. In this study, we develop a deep-learning model to predict the genetic mutations and biological pathway activities directly from WSIs. Our study offers unique insights into WSI visual interactions between mutation and its related pathway, enabling a head-to-head comparison to reinforce our major findings. Using the histopathology images from the Genomic Data Commons Database, our model can predict the point mutations of six important genes (AUC 0.68-0.85) and copy number alteration of another six genes (AUC 0.69-0.79). Additionally, the trained models can predict the activities of three out of ten canonical pathways (AUC 0.65-0.79). Next, we visualized the weight maps of tumor tiles in WSI to understand the decision-making process of deep-learning models via a self-attention mechanism. We further validated our models on liver and lung cancers that are related to metastatic breast cancer. Our results provide insights into the association between pathological image features, molecular outcomes, and targeted therapies for breast cancer patients.

15.
Gastroenterology ; 161(6): 2064-2065, 2021 12.
Article in English | MEDLINE | ID: mdl-34478741
16.
World J Gastroenterol ; 27(26): 3984-4003, 2021 Jul 14.
Article in English | MEDLINE | ID: mdl-34326609

ABSTRACT

Acute kidney injury (AKI) in cirrhosis, including hepatorenal syndrome (HRS), is a common and serious complication in cirrhotic patients, leading to significant morbidity and mortality. AKI is separated into two categories, non-HRS AKI and HRS-AKI. The most recent definition and diagnostic criteria of AKI in cirrhosis and HRS have helped diagnose and prognosticate the disease. The pathophysiology behind non-HRS-AKI and HRS is more complicated than once theorized and involves more processes than just splanchnic vasodilation. The common biomarkers clinicians use to assess kidney injury have significant limitations in cirrhosis patients; novel biomarkers being studied have shown promise but require further studies in clinical settings and animal models. The overall management of non-HRS AKI and HRS-AKI requires a systematic approach. Although pharmacological treatments have shown mortality benefit, the ideal HRS treatment option is liver transplantation with or without simultaneous kidney transplantation. Further research is required to optimize pharmacologic and nonpharmacologic approaches to treatment. This article reviews the current guidelines and recommendations of AKI in cirrhosis.


Subject(s)
Acute Kidney Injury , Hepatorenal Syndrome , Liver Transplantation , Acute Kidney Injury/diagnosis , Acute Kidney Injury/etiology , Acute Kidney Injury/therapy , Animals , Hepatorenal Syndrome/diagnosis , Hepatorenal Syndrome/etiology , Hepatorenal Syndrome/therapy , Humans , Kidney/pathology , Liver Cirrhosis/complications , Liver Cirrhosis/pathology
17.
Ann Gastroenterol ; 34(4): 575-581, 2021.
Article in English | MEDLINE | ID: mdl-34276198

ABSTRACT

BACKGROUND: The timing of endoscopic retrograde cholangiopancreatography (ERCP) in patients with acute biliary pancreatitis without cholangitis is unclear. We accessed a national database to analyze the outcomes of urgent (<24 h) and early (24-72 h) ERCP in this cohort. METHODS: The cohort was extracted from the Nationwide Inpatient Sample database. Hospital ERCP volumes were generated using unique hospital identifiers. Multivariate regression modeling was used to analyze the predictors of urgent vs. early ERCP use, and to determine various outcome variables between the 2 cohorts. RESULTS: Overall, 105,433 admissions were evaluated. There was a significant rise in urgent ERCP performed over the study period. Older patients, males, patients with comorbidities, African American and Hispanic patient populations were less likely to receive urgent ERCP. High ERCP volume hospitals, teaching hospitals, and hospitals in the Midwest and West were more likely to perform urgent ERCP. There were no differences in mortality rates or complication rates between the 2 cohorts. However, there were significant differences in length of stay and healthcare cost analysis. CONCLUSIONS: The increasing use of urgent ERCP did not result in a clinically significant benefit in terms of mortality, length of stay, or healthcare cost analysis. The use of urgent ERCP is also not uniform across various demographic and hospital cohorts. Urgent ERCP may be over-utilized, and it may be reasonable to perform ERCP in this patient population based on the physician's suspicion about the severity of disease.

18.
Comput Methods Programs Biomed ; 207: 106153, 2021 Aug.
Article in English | MEDLINE | ID: mdl-34020377

ABSTRACT

BACKGROUND: The incidence of non-alcoholic fatty liver disease (NAFLD) and its progressive form, non-alcoholic steatohepatitis (NASH), has been increasing for decades. Since the mainstay is lifestyle modification in this mainly asymptomatic condition, there is a need for accurate diagnostic methods. OBJECTIVES: This study proposes a method with a computer-aided diagnosis (CAD) system to predict NAFLD Activity score (NAS scores-steatosis, lobular inflammation, and ballooning) and fibrosis stage from histopathology slides. METHODS: A total of 87 pathology slides pairs (H&E and Trichrome-stained) were used for the study. Ground-truth NAS scores and fibrosis stages were previously identified by a pathologist. Each slide was split into 224 × 224 patches and fed into a feature extraction network to generate local features. These local features were processed and aggregated to obtain a global feature to predict the slide's scores. The effects of different training strategies, as well as training data with different staining and magnifications were explored. Four-fold cross validation was performed due to the small data size. Area Under the Receiver Operating Curve (AUROC) was utilized to evaluate the prediction performance of the machine-learning algorithm. RESULTS: Predictive accuracy for all subscores was high in comparison with pathologist assessment. There was no difference among the 3 magnifications (5x, 10x, 20x) for NAS-steatosis and fibrosis stage tasks. A larger magnification (20x) achieved better performance for NAS-lobular scores. Middle-level magnification was best for NAS-ballooning task. Trichrome slides are better for fibrosis stage prediction and NAS-ballooning score prediction task. NAS-steatosis prediction had the best performance (AUC 90.48%) in the model. A good performance was observed with fibrosis stage prediction (AUC 83.85%) as well as NAS-ballooning prediction (AUC 81.06%). CONCLUSIONS: These results were robust. The method proposed proved to be effective in predicting NAFLD Activity score and fibrosis stage from histopathology slides. The algorithms are an aid in having an accurate and systematic diagnosis in a condition that affects hundreds of millions of patients globally.


Subject(s)
Non-alcoholic Fatty Liver Disease , Algorithms , Area Under Curve , Biopsy , Humans , Liver/pathology , Liver Cirrhosis/diagnosis , Non-alcoholic Fatty Liver Disease/diagnosis , Non-alcoholic Fatty Liver Disease/pathology
19.
Gastroenterology ; 161(1): 171-184.e10, 2021 07.
Article in English | MEDLINE | ID: mdl-33744305

ABSTRACT

BACKGROUND & AIMS: Nonalcoholic fatty liver disease (NAFLD) is associated with obesity and increased risk of cancer. The impacts of bariatric surgery on cancer risk in NAFLD patients are unknown. We investigated the effect of bariatric surgery on cancer risk in patients with NAFLD and severe obesity using the MarketScan database. METHODS: We conducted a retrospective cohort study of 18 to 64 years old newly diagnosed NAFLD patients with severe obesity between 2007 and 2017. We used Cox proportional hazard models to examine the association between bariatric surgery, modeled as a time-varying covariate, and the risks of any cancer and obesity-related cancer, while accounting for confounding using inverse probability of treatment weighting (IPTW). RESULTS: A total of 98,090 patients were included in the study, 33,435 (34.1%) received bariatric surgery. In those without surgery, 1898 incident cases of cancer occurred over 115,890.11 person-years of follow-up, compared with 925 cancer cases over 67,389.82 person-years among surgery patients (crude rate ratio, 0.84; 95% CI, 0.77- 0.91). The IPTW-adjusted risk of any cancer and obesity-related cancer was reduced by 18% (hazard ratio, 0.82; 95% CI, 0.76-0.89) and 25% (hazard ratio, 0.65; 95% CI, 0.56-0.75), respectively, in patients with versus without bariatric surgery. The adjusted risks of any cancer and obesity-related cancer were significantly lower in cirrhotic versus non-cirrhotic patients who underwent surgery. In cancer-specific models, bariatric surgery was associated with significant risk reductions for colorectal, pancreatic, endometrial, thyroid cancers, hepatocellular carcinoma, and multiple myeloma. CONCLUSION: Bariatric surgery was associated with significant reductions in the risks of any cancer and obesity-related cancer in NAFLD patients with severe obesity.


Subject(s)
Bariatric Surgery , Neoplasms/prevention & control , Non-alcoholic Fatty Liver Disease/epidemiology , Obesity/surgery , Databases, Factual , Humans , Incidence , Neoplasms/diagnosis , Neoplasms/epidemiology , Non-alcoholic Fatty Liver Disease/diagnosis , Obesity/diagnosis , Obesity/epidemiology , Protective Factors , Retrospective Studies , Risk Assessment , Risk Factors , Severity of Illness Index , Time Factors , Treatment Outcome , United States/epidemiology
20.
Pharmacoecon Open ; 5(1): 89-100, 2021 Mar.
Article in English | MEDLINE | ID: mdl-32897528

ABSTRACT

OBJECTIVES: The healthcare burden associated with porphyria remains unevaluated despite the associated increased risks of morbidity and mortality. We aimed to assess the healthcare utilization and cost burdens of porphyria in the United States (US) using real-world claims data. METHODS: We performed a case-control analysis of adults in the Truven Health MarketScan® Commercial Claims database (2010-2015). Using propensity scores, 2788 porphyria cases were matched 1:1 to porphyria-free controls with chronic liver disease. Total and service-specific parameters were quantified for the 12 months before porphyria diagnosis versus the 12 months after diagnosis and over the 12 months following a randomly selected date for controls. Wilcoxon signed rank tests and McNemar tests were used to examine incremental differences in burden between cases and controls. Adjusted multivariable generalized linear regression models were used to compare healthcare burdens for cases versus controls. RESULTS: Relative to the 12 months before porphyria diagnosis, the following 12 months had more claims per patient (35.94 vs 39.67; p < 0.0001) and increased per-patient healthcare costs (US$21,308 vs US$27,270; p < 0.0001). Porphyria cases incurred US$7839 more in total unadjusted costs compared with controls in the 12 months after index date. Compared with controls, cases also had more claims (39.67 vs 34.81), primarily due to inpatient admissions (1.80 vs 0.78) and outpatient visits (21.41 vs 17.98). Cases also had higher healthcare costs for inpatient admissions (US$8882 vs US$4674) and outpatient visits (US$12,378 vs US$9801). CONCLUSION: Porphyria is associated with significant healthcare costs and utilization burdens driven by increased inpatient admissions, outpatient visits, and pharmaceutical claims.

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