Development of Quality Measures in Cirrhosis by the Practice Metrics Committee of the American Association for the Study of Liver Diseases

LIVE-SMART: A sequential, multiple assignment randomized trial to reduce falls in cirrhosis

INTRODUCTION

Falls are a major threat to the well-being of patients with cirrhosis. We are performing a clinical trial to determine whether lactulose, TeleTai-Chi, or their combination will reduce falls in HE and improve health-related quality of life (HRQOL) among patients with cirrhosis.

METHODS AND ANALYSIS

Patients with cirrhosis and portal hypertension without HE will be enrolled in 3 US states and followed participants for 24 weeks. In stage 1 (12 wk), participants will be randomized to receive either lactulose therapy or enhanced usual care. In stage 2 (12 wk), participants will be randomized to either TeleTai-Chi or usual care. The primary outcome is a hierarchical composite: Injurious falls, noninjurious falls, incident HE, and death/transplantation. Secondary outcomes include cognitive function, days-alive and out-of-hospital, and HRQOL. After completion of the interventions, participants will be followed for 48 weeks for health and financial outcomes.

ETHICS AND DISSEMINATION

Our study has a central institutional review board with individual site IRB review. Dissemination includes the publication of study findings and patient-focused educational webinars.

Screening high-risk Veterans for cirrhosis: taking a stepwise population health approach

BACKGROUND

Because cirrhosis is often unrecognized, we aimed to develop a stepwise screening algorithm for cirrhosis in the Veterans Health Administration (VHA) and assess this approach's feasibility and acceptability.

METHODS

VHA hepatology clinicians ("champions") were invited to participate in a pilot program from June 2020 to October 2022. The VHA Corporate Data Warehouse was queried to identify Veterans with possible undiagnosed cirrhosis using Fibrosis-4 (FIB-4) ≥ 3.25 and at least one risk factor for liver disease (e.g., obesity), and generate an age-stratified sample. Champions at four sites reviewed charts to confirm eligibility and contacted Veterans to offer further evaluation with elastography. Feasibility was defined as protocol implementation with completion of at least one elastography test and acceptability was defined based on Veteran- and clinician-reported surveys. Participation in the program, patient outcomes, adaptations to the protocol, and implementation barriers were also assessed.

RESULTS

Four sites were able to implement the screening protocol. Adaptations included type of outreach (primary care vs. hepatology, phone vs. mail) and type of elastography used. One site chose to refer patients with clear evidence of cirrhosis directly to hepatology (n = 12) rather than to elastography. Key implementation barriers included staffing, primary care provider (PCP) comfort with interpreting and communicating results, and appointment availability during the COVID-19 pandemic. Of 488 patients whose charts were reviewed, 230 were excluded from outreach based on predefined criteria (e.g., advanced cancer, prior or current referral to hepatology). Champions and PCPs attempted to contact 165 of 246 Veterans who were deemed eligible for evaluation with elastography. Among 53 Veterans who completed elastography, 22 (42%) had findings consistent with significant fibrosis and were referred to hepatology. Clinicians and Veterans reported high acceptability of the program on surveys (80% of Veterans who completed survey).

CONCLUSIONS

This pilot demonstrated the feasibility, acceptability, and challenges of a multisite approach to cirrhosis screening.

Healthcare Contact Days Before and After Liver Transplant in Patients With Cirrhosis: A National Cohort Study

INTRODUCTION

"Healthcare contact days" is a patient-centered quantitative proxy for time toxicity, which can be informative for liver transplant (LT) decision-making. We aimed to (i) quantify contact days in patients with cirrhosis pre-LT and post-LT and (ii) identify clinical and demographic features associated with contact days.

METHODS

Using a national health system database, we calculated healthcare contact days (inpatient, outpatient hospital [e.g. observation], ambulatory, emergency, mental health, other) for patients with cirrhosis before and after LT.

RESULTS

Between 2008 and 2023, 2,708 patients underwent LT (median age 59 years [interquartile range 52-65], 66% male, 68% non-Hispanic White). Total mean contact days were 76.0 (SD, 58.6) 1 year pre-LT, increasing to 92.3 (SD, 63.2) 1 year post-LT, then decreasing to 39.7 (SD, 43.3) and 30.9 (SD, 35.6) 2 years and 3 years post-LT, respectively. The mean inpatient contact days were 33.6 (SD, 47.5) 1 year pre-LT, increasing to 49.6 (SD, 59.1) 1 year post-LT, then decreasing to 11.9 (SD, 32.0) and 6.7 (SD, 19.8) 2 years and 3 years post-LT, respectively. In multivariable analysis, pre-LT contact days were not associated with post-LT days (incidence rate ratio [IRR] 1.00 [1.00-1.00]). Post-LT, female gender (IRR 1.09 [1.03-1.15]), Black race (IRR 1.11 [1.00-1.23]), and pre-LT dialysis (IRR 1.21 [1.10-1.34]) were associated with increased total contact days.

DISCUSSION

Healthcare contact days provide interpretable prognostic information to inform expectations regarding LT for cirrhosis and can be useful for patients, providers, and policymakers alike.

A randomized multicenter trial of a chronic disease management intervention for decompensated cirrhosis. The A ustra l ian L iver F a i lur e (ALFIE) trial

BACKGROUND AND AIMS

Improving the care of decompensated cirrhosis is a significant clinical challenge. The primary aim of this trial was to assess the efficacy of a chronic disease management (CDM) model to reduce liver-related emergency admissions (LREA). The secondary aims were to assess model effects on quality-of-care and patient-reported outcomes.

APPROACH AND RESULTS

The study design was a 2-year, multicenter, randomized controlled study with 1:1 allocation of a CDM model versus usual care. The study setting involved both tertiary and community care. Participants were randomly allocated following a decompensated cirrhosis admission. The intervention was a multifaceted CDM model coordinated by a liver nurse. A total of 147 participants (intervention=75, control=71) were recruited with a median Model for End-Stage Liver Disease score of 19. For the primary outcome, there was no difference in the overall LREA rate for the intervention group versus the control group (incident rate ratio 0.89; 95% CI: 0.53-1.50, p =0.666) or in actuarial survival (HR=1.14; 95% CI: 0.66-1.96, p =0.646). However, there was a reduced risk of LREA due to encephalopathy in the intervention versus control group (HR=1.87; 95% CI: 1.18-2.96, p =0.007). Significant improvement in quality-of-care measures was seen for the performance of bone density ( p <0.001), vitamin D testing ( p <0.001), and HCC surveillance adherence ( p =0.050). For assessable participants (44/74 intervention, 32/71 controls) significant improvements in patient-reported outcomes at 3 months were seen in self-management ability and quality of life as assessed by visual analog scale ( p =0.044).

CONCLUSIONS

This CDM intervention did not reduce overall LREA events and may not be effective in decompensated cirrhosis for this end point.

Timely Follow-Up After a First Diagnosis of Cirrhosis is Associated With Reduced Mortality but No Impact on Rehospitalisations: A Population-Based Cohort of 8852 Patients

BACKGROUND AND AIMS

Timely transition of care amongst patients with a first diagnosis of cirrhosis in a hospital to an outpatient visit is important. We evaluated rates of outpatient follow-up after a first diagnosis of cirrhosis during an inpatient setting, and its association with subsequent rates of rehospitalisation and mortality.

METHODS

We conducted a population-based cohort study identifying all hospitalised patients in Sweden diagnosed with cirrhosis between 2002 and 2020 from the Swedish National Patient Register. The primary outcome was any outpatient visit related to cirrhosis within 90 days after hospital discharge. Secondary outcomes were rates of rehospitalisation and mortality within 1 year of discharge in patients receiving outpatient follow-up within 90 days or not. Cox regression was used for all analyses, and incidence rates per 1000 person-years were calculated for mortality and rehospitalisation.

RESULTS

Of 8852 patients, 3759 (42%) had outpatient follow-up within 90 days of discharge. Patients who received follow-up within 90 days of discharge were younger, had a higher level of education and were more likely to have liver decompensation or hepatocellular carcinoma compared to those without timely follow-up. We found that follow-up within 90 days was associated with lower rates of all-cause mortality within 1 year (aHR = 0.86, 95%CI = 0.78-0.96) but with no significant impact on rehospitalisations (aHR = 0.97, 95%CI = 0.91-1.03).

CONCLUSIONS

In Sweden, 42% of hospitalised patients with newly diagnosed cirrhosis receive outpatient follow-up within 90 days of their hospital discharge. These patients may experience lower mortality but no change in rehospitalisations within 1 year.

A Machine Learning Algorithm Avoids Unnecessary Paracentesis for Exclusion of SBP in Cirrhosis in Resource-limited Settings

BACKGROUND & AIMS

Despite the poor prognosis associated with missed or delayed spontaneous bacterial peritonitis (SBP) diagnosis, <15% get timely paracentesis, which persists despite guidelines/education in the United States. Measures to exclude SBP non-invasively where timely paracentesis cannot be performed could streamline this burden.

METHODS

Using Veterans Health Administration Corporate Data Warehouse (VHA-CDW) we included patients with cirrhosis between 2009 and 2019 who underwent timely paracentesis and collected relevant clinical information (demographics, cirrhosis severity, medications, vitals, and comorbidities). XGBoost-models were trained on 75% of the primary cohort, with 25% reserved for testing. The final model was further validated in 2 cohorts: Validation cohort #1: In VHA-CDW, those without prior SBP who received 2nd early paracentesis, and Validation cohort #2: Prospective data from 276 non-electively admitted University hospital patients.

RESULTS

Negative predictive values (NPVs) at 5%,10%, and 15% probability cutoffs were examined. Primary cohort: n = 9643 (mean age, 63.1 ± 8.7 years; 97.2% men; SBP, 15.0%) received first early paracentesis. Testing-set NPVs for SBP were 96.5%, 93.0%, and 91.6% at the 5%, 10%, and 15% probability thresholds, respectively. In Validation cohort #1: n = 2844 (mean age, 63.14 ± 8.37 years; 97.1% male; SBP, 9.7%) with NPVs were 98.8%, 95.3%, and 94.5%. In Validation cohort #2: n = 276 (mean age, 56.08 ± 9.09; 59.6% male; SBP, 7.6%) with NPVs were 100%, 98.9%, and 98.0% The final machine learning model showed the greatest net benefit on decision-curve analyses.

CONCLUSIONS

A machine learning model generated using routinely collected variables excluded SBP with high NPV. Applying this model could ease the need to provide paracentesis in resource-limited settings by excluding those unlikely to have SBP.

Albumin for Spontaneous Bacterial Peritonitis: Care Variation, Disparities, and Outcomes

INTRODUCTION

Intravenous albumin reduces mortality in spontaneous bacterial peritonitis (SBP). We sought to characterize albumin use for SBP over time and investigate patient-level and hospital-level factors associated with use.

METHODS

A retrospective cohort study in the Veterans Health Administration between 2008 and 2021 evaluated trends and patient-level, practice-level, and facility-level factors associated with use among patients with cirrhosis hospitalized for SBP confirmed with ascitic fluid criteria.

RESULTS

Among 3,871 veterans with SBP, 803 (20.7%) did not receive albumin, 1,119 (28.9%) received albumin but not per guidelines, and 1,949 (50.3%) received albumin per guidelines; use increased from 66% in 2008 to 88% in 2022. Veterans who identified as Black compared with White were less likely to receive guideline-recommended albumin (Odds ratio [OR] 0.76, 95% confidence interval [CI] 0.59-0.98) in all analyses. Guideline-recommended albumin was more likely to be administered to veterans with Child-Turcotte-Pugh class B (OR 1.39, 95% CI 1.17-1.64) and C (OR 2.21, 95% CI 1.61-3.04) compared with Child-Turcotte-Pugh A; and acute kidney injury Stage 1 (OR 1.48, 95% CI 1.22-1.79), Stage 2 (OR 2.17, 95% CI 1.62-2.91), and Stage 3 (OR 1.68, 95% CI 1.18-2.40) compared with no acute kidney injury. gastroenterology/hepatology consultation (OR 1.60, 95% CI 1.29-1.99), nephrology consultation (OR 1.60, 95% CI 1.23-2.07), and having both gastroenterology/hepatology and nephrology consultations (OR 2.17, 95% CI 1.60-2.96) were associated with higher albumin administration. In exploratory analyses accounting for interactions between model for end-stage liver disease sodium and albumin, guideline-recommended albumin was associated with lower in-hospital mortality (HR 0.90, 95% CI 0.85-0.96).

DISCUSSION

Future studies should investigate optimizing albumin use for SBP to reduce the variability and mitigate healthcare disparities.

Early Diagnostic Paracentesis Improves Outcomes of Hospitalized Patients With Cirrhosis and Ascites: A Systematic Review and Meta-Analysis

INTRODUCTION

Diagnostic paracentesis is recommended for patients with cirrhosis admitted to the hospital, but adherence is suboptimal with unclear impact on clinical outcomes. The aim of this meta-analysis was to assess the outcomes of early vs delayed diagnostic paracentesis among hospitalized patients with cirrhosis and ascites.

METHODS

We searched multiple databases for studies comparing early vs delayed diagnostic paracentesis among hospitalized patients with cirrhosis and ascites. The pooled odds ratio (OR) and mean difference with confidence intervals (CIs) for proportional and continuous variables were calculated using the random-effects model. Early diagnostic paracentesis was defined as receiving diagnostic paracentesis within 12-24 hours of admission. The primary outcome was in-hospital mortality. Secondary outcomes were length of hospital stay, acute kidney injury, and 30-day readmission.

RESULTS

Seven studies (n = 78,744) (n = 45,533 early vs n = 33,211 delayed diagnostic paracentesis) were included. Early diagnostic paracentesis was associated with lower in-hospital mortality (OR 0.61, 95% CI 0.46-0.82, P = 0.001), length of hospital stay (mean difference -4.85 days; 95% CI -6.45 to -3.20; P < 0.001), and acute kidney injury (OR 0.62, 95% CI 0.42-0.92, P = 0.02) compared with delayed diagnostic paracentesis, with similar 30-day readmission (OR 1.11, 95% CI 0.52-2.39, P = 0.79). Subgroup analysis revealed consistent results for in-hospital mortality whether early diagnostic paracentesis performed within 12 hours (OR 0.51, 95% CI 0.32-0.79, P = 0.003, I2 = 0%) or within 24 hours of admission (OR 0.67, 95% CI 0.45-0.98, P = 0.04, I2 = 82%). Notably, the mortality OR was numerically lower when diagnostic paracentesis was performed within 12 hours, and the results were precise and homogenous ( I2 = 0%).

DISCUSSION

Findings from this meta-analysis suggest that early diagnostic paracentesis is associated with better patient outcomes. Early diagnostic paracentesis within 12 hours of admission may be associated with the greatest mortality benefit. Data from large-scale randomized trials are needed to validate our findings, especially if there is a greater mortality benefit for early diagnostic paracentesis within 12 hours.

High Hospitalization Rates and Risk Factors Among Frail Patients With Cirrhosis: A 10-year Population-based Cohort Study

BACKGROUND & AIMS

Cirrhosis-related inpatient hospitalizations have increased dramatically over the past decade. We used a longitudinal dataset capturing a large metropolitan area in the United States from 2011 to 2021 to evaluate contemporary hospitalization rates and risk factors among frail patients with cirrhosis.

METHODS

We conducted a retrospective, longitudinal cohort study using the Chicago Area Patient-Centered Outcomes Research Network (CAPriCORN) database, an electronic health record repository that aggregates de-duplicated data across 7 health care systems in the Chicago metropolitan area, from 2011 to 2021. The primary outcome of our study was the rate of hospitalization encounters. Frailty was defined by the Hospital Frailty Risk Score. Hospitalization rates were reported per 100 patients per year, and a multivariable logistic regression analysis identified predictors of annual hospitalization probability.

RESULTS

During the study period, of 36,971 patients, 16,265 patients (44%) were hospitalized (compensated, 18.4%; decompensated, 81.6%). Hospitalization rates were highest in patients with decompensated cirrhosis, reaching nearly 77.3 hospitalizations/100 patients per year. Hospitalization rates among patients with compensated cirrhosis were also high (14.2 vs 77.3 hospitalization/100 patients per year), with odds of annual hospitalization 3 times (odds ratio, 3.1; 95% confidence interval, 2.9-3.4) as high among compensated patients with intermediate frailty and 5 times (odds ratio, 5.2; 95% confidence interval, 4.5-6.0) as high among those with severe frailty (compared with compensated patients with low frailty).

CONCLUSION

Compensated and decompensated cirrhosis patients with intermediate to severe frailty face a substantially increased odds of annual hospitalizations compared with those with low frailty. Future work should focus on targeted interventions to incorporate routine frailty screenings into cirrhosis care and to ultimately minimize high hospitalization rates.

Full adherence to cirrhosis quality indicators is associated with lower mortality in acute variceal bleeding: Nationwide audit

BACKGROUND AND AIMS

Acute variceal bleeding (AVB) is a major complication in patients with cirrhosis. Using a nationwide AVB audit, we performed a nested cohort study to determine whether full adherence to the AVB quality indicator (QI) improves clinical outcomes in patients with cirrhosis and AVB.

APPROACH AND RESULTS

We assessed real-world adherence to AVB QI among patients with cirrhosis admitted for AVB in all public hospitals in Singapore between January 2015 and December 2020. Full adherence was considered when all 5 QIs were fulfilled: prophylactic antibiotics, vasoactive agents, timely endoscopy, endoscopic hemostasis during index endoscopy, and nonselective beta-blockers after AVB. We compare 6-week mortality between the full adherence and suboptimal adherence groups using a propensity-matched cohort.A total of 989 patients with AVB were included. Full adherence to all AVB QI was suboptimal (56.5%). Analysis of the propensity-matched cohort with comparable baseline characteristics showed that full adherence was associated with a lower risk of early infection (20.0% vs. 26.9%), early rebleeding (5.2% vs. 10.2%), and mortality at 6 weeks (8.2% vs. 19.7%) and 1 year (21.3% vs. 35.4%) ( p <0.05 for all). While full adherence was associated with a lower 6-week mortality regardless of the MELD score, nonadherence was associated with a higher 6-week mortality despite a lower predicted risk of 6-week mortality. Despite high adherence to the recommended process measures, patients with CTP-C remain at a higher risk of rebleeding, 6-week and 1-year mortality.

CONCLUSIONS

Full adherence to the AVB QI should be the target for quality improvement in patients with cirrhosis.

Quality measures in pre-liver transplant care by the Practice Metrics Committee of the American Association for the Study of Liver Diseases

The liver transplantation (LT) evaluation and waitlisting process is subject to variations in care that can impede quality. The American Association for the Study of Liver Diseases (AASLD) Practice Metrics Committee (PMC) developed quality measures and patient-reported experience measures along the continuum of pre-LT care to reduce care variation and guide patient-centered care. Following a systematic literature review, candidate pre-LT measures were grouped into 4 phases of care: referral, evaluation and waitlisting, waitlist management, and organ acceptance. A modified Delphi panel with content expertise in hepatology, transplant surgery, psychiatry, transplant infectious disease, palliative care, and social work selected the final set. Candidate patient-reported experience measures spanned domains of cognitive health, emotional health, social well-being, and understanding the LT process. Of the 71 candidate measures, 41 were selected: 9 for referral; 20 for evaluation and waitlisting; 7 for waitlist management; and 5 for organ acceptance. A total of 14 were related to structure, 17 were process measures, and 10 were outcome measures that focused on elements not typically measured in routine care. Among the patient-reported experience measures, candidates of LT rated items from understanding the LT process domain as the most important. The proposed pre-LT measures provide a framework for quality improvement and care standardization among candidates of LT. Select measures apply to various stakeholders such as referring practitioners in the community and LT centers. Clinically meaningful measures that are distinct from those used for regulatory transplant reporting may facilitate local quality improvement initiatives to improve access and quality of care.

Bisphosphonate effectiveness in patients with cirrhosis: An emulated clinical trial

BACKGROUND

Falls and fractures are common and morbid for patients with cirrhosis. Bisphosphonates are recommended for the prevention of fractures for people with osteoporosis cirrhosis; however, data supporting effectiveness in cirrhosis are lacking.

AIM

We sought to emulate a clinical trial of bisphosphonates in cirrhosis.

METHODS

We used national Medicare data (2008-2020) to examine the 5-year risk of fractures in patients who did or did not receive bisphosphonates with a new-user design among people diagnosed with cirrhosis and osteoporosis. We balanced treated and untreated with inverse probability of treatment weighting, evaluated intention-to-treat and as-treated effects, and examined both control exposures (statin use) and outcomes (decompensation) to test causal relationships.

RESULTS

There were 253 and 20,888 new users and non-users of bisphosphonates, respectively. The median age was 74 years. The most common bisphosphonate used was alendronate (73.6%). Bisphosphonates significantly reduced fractures overall (27.5% vs. 33.0%, p = 0.0004) in the intention-to-treat analysis, particularly for people <65 years (sHR 0.56) old, men (sHR 0.64) and those with non-alcohol related liver disease (sHR 0.85). Though there were fewer arm (20.7% vs. 26.4%, p < 0.0001) and femur (28.9% vs. 31.2%, p = 0.005), there were more spinal (25.8% vs. 19.0%), rib (40.0% vs. 32.2%) and skull (10.1% vs. 8.7%) fractures. In the as-treated analysis, cumulative bisphosphonate exposure significantly reduced fractures, sHR 0.95 95% CI (0.91, 0.98). Treatment was inconsistent; bisphosphonate users spent 29.9% person-years of follow-up on the drug.

CONCLUSION

In a nationally representative cohort of elderly patients with cirrhosis, bisphosphonates reduced fractures overall. Efforts to increase uptake and drug continuation are needed.

Financial hardship and cost-related nonadherence to medication in patients with liver disease in the United States

BACKGROUND

Economic hardship associated with chronic liver disease (CLD) may delay timely access to healthcare.

AIM

To estimate the national burden of financial hardship across the spectrum of CLD in the United States (US) during the coronavirus disease 2019 (COVID-19) pandemic.

METHODS

A cross-sectional analysis was performed using the 2020-2021 US National Health Interview Survey database. The questionnaire defined financial hardship from medical bills and cost-related nonadherence to medications in patients with CLD. We used weighted survey analysis to obtain the national estimates.

RESULTS

While 6.9% (95% confidence interval [CI]: 6.7%-7.2%) out of 60,689 US adults (weighted sample: 251 million) reported financial hardship and inability to pay medical bills; 10.6% (95% CI: 8.3%-13.4%), 18.2% (95% CI: 14.5%-22.6%), 22.6% (95% CI: 11.0%-41.0%) with hepatitis, CLD/cirrhosis, and liver cancer experienced an inability to pay their medical bills due to financial hardship, respectively. 19.8% (95% CI: 15.9%-24.5%) and 23.3% (95% CI: 12.5%-39.3%) with CLD/cirrhosis and liver cancer, respectively experienced cost-related nonadherence to medications, compared to a tenth of US adults (10.7%, 95% CI: 10.3%-11.2%). CLD/cirrhosis demonstrated an independent association with financial hardship from medical bills and cost-related nonadherence to medications. Overall, these disparities were more pronounced in individuals aged <65 years old. In addition, over 40% of individuals with CLD/cirrhosis reported difficulties accessing medical care during the COVID-19 pandemic. CLD/cirrhosis showed an independent association with difficulties accessing medical care due to COVID-19.

CONCLUSIONS

Financial hardship from medical bills and cost-related nonadherence to medication can negatively impact individuals with CLD and need further evaluation.

Management of coagulopathy among patients with cirrhosis undergoing upper endoscopy and paracentesis: Persistent gaps and areas of consensus in a multispecialty Delphi

Patients with cirrhosis have abnormal coagulation indices such as a high international normalized ratio and low platelet count, but these do not correlate well with periprocedural bleeding risk. We sought to develop a consensus among the multiple stakeholders in cirrhosis care to inform process measures that can help improve the quality of the periprocedural management of coagulopathy in cirrhosis. We identified candidate process measures for periprocedural coagulopathy management in multiple contexts relating to the performance of paracentesis and upper endoscopy. An 11-member panel with content expertise was convened. It included nominees from professional societies for interventional radiology, transfusion medicine, and anesthesia as well as representatives from hematology, emergency medicine, transplant surgery, and community practice. Each measure was evaluated for agreement using a modified Delphi approach (3 rounds of rating) to define the final set of measures. Out of 286 possible measures, 33 measures made the final set. International normalized ratio testing was not required for diagnostic or therapeutic paracentesis as well as diagnostic endoscopy. Plasma transfusion should be avoided for all paracenteses and diagnostic endoscopy. No consensus was achieved for these items in therapeutic intent or emergent endoscopy. The risks of prophylactic platelet transfusions exceed their benefits for outpatient diagnostic paracentesis and diagnostic endosopies. For the other procedures examined, the risks outweigh benefits when platelet count is >20,000/mm 3 . It is uncertain whether risks outweigh benefits below 20,000/mm 3 in other contexts. No consensus was achieved on whether it was permissible to continue or stop systemic anticoagulation. Continuous aspirin was permissible for each procedure. Clopidogrel was permissible for diagnostic and therapeutic paracentesis and diagnostic endoscopy. We found many areas of consensus that may serve as a foundation for a common set of practice metrics for the periprocedural management of coagulopathy in cirrhosis.

The rise of multidisciplinary clinics in hepatology: A practical, how-to-guide, and review of the literature

Multidisciplinary clinics (MDCs) are gaining momentum throughout the medical field, having initially been pioneered in oncology clinics due to their inherent ability to streamline complex care and improve both patient outcomes and the patient care experience. Liver transplant and hepatobiliary tumor clinics are examples of established MDCs in hepatology. With the changing landscape of liver disease in regard to etiology and patient complexity and acuity, there is a clear need for efficient, highly coordinated care. These changes highlight opportunities for hepatology MDCs in alcohol-associated liver disease, metabolic dysfunction-associated steatotic liver disease, and palliative care. This review provides practical advice in navigating the complex logistics of establishing and maintaining a hepatology MDC while also reviewing the emerging evidence on clinical outcomes for patients seen in these MDCs. As hepatology looks to the future, establishment of MDCs in key clinical areas will be the cornerstone of patient care.

Improvement of quality of care provided to outpatients with hepatic cirrhosis after an educational intervention

OBJECTIVE

A set of indicators has been reported to measure the quality of care for cirrhotic patients, and previously published studies report variable adherence rates to these indicators. This study aimed to assess the quality of care provided to cirrhotic outpatients before and after an educational intervention by determining its impact on adherence to quality indicators.

METHODS

We conducted a quasi-experimental, cross-sectional study including 324 cirrhotic patients seen in 2017 and 2019 at a tertiary teaching hospital in Spain. Quality indicators were assessed in five domains: documentation of cirrhosis etiology, disease severity assessment, hepatocellular carcinoma (HCC) screening, variceal bleeding prophylaxis, and vaccination. After identifying areas for improvement, an educational intervention was implemented. A second evaluation was performed after the intervention to assess changes in adherence rates.

RESULTS

Before the intervention, adherence rates were excellent (>90%) for indicators related to variceal bleeding prophylaxis and documentation of cirrhosis etiology, acceptable (60-80%) for HCC screening and disease severity assessment, and poor (<50%) for vaccinations. After the educational intervention, there was a statistically significant improvement in adherence rates for eight indicators related to HCC screening (70-90%), disease severity assessment (90%), variceal bleeding prophylaxis (>90%), and vaccinations (60-90%).

CONCLUSION

Our study demonstrates a significant improvement in the quality of care provided to cirrhotic outpatients after an educational intervention. The findings highlight the importance of targeted educational interventions to enhance adherence to quality indicators in the management of cirrhosis.

Organizational and Implementation Factors Associated with Cirrhosis Care in the Veterans Health Administration

BACKGROUND

The Veterans Health Administration provides care to more than 100,000 Veterans with cirrhosis.

AIMS

This implementation evaluation aimed to understand organizational resources and barriers associated with cirrhosis care.

METHODS

Clinicians across 145 Department of Veterans Affairs (VA) medical centers (VAMCs) were surveyed in 2022 about implementing guideline-concordant cirrhosis care. VA Corporate Data Warehouse data were used to assess VAMC performance on two national cirrhosis quality measures: HCC surveillance and esophageal variceal surveillance or treatment (EVST). Organizational factors associated with higher performance were identified using linear regression models.

RESULTS

Responding VAMCs (n = 124, 86%) ranged in resource availability, perceived barriers, and care processes. In multivariable models, factors independently associated with HCC surveillance included on-site interventional radiology and identifying patients overdue for surveillance using a national cirrhosis population management tool ("dashboard"). EVST was significantly associated with dashboard use and on-site gastroenterology services. For larger VAMCs, the average HCC surveillance rate was similar between VAMCs using vs. not using the dashboard (47% vs. 41%), while for smaller and less resourced VAMCs, dashboard use resulted in a 13% rate difference (46% vs. 33%). Likewise, higher EVST rates were more strongly associated with dashboard use in smaller (55% vs. 50%) compared to larger (57% vs. 55%) VAMCs.

CONCLUSIONS

Resources, barriers, and care processes varied across diverse VAMCs. Smaller VAMCs without specialty care achieved HCC and EVST surveillance rates nearly as high as more complex and resourced VAMCs if they used a population management tool to identify the patients due for cirrhosis care.

Evaluating Mortality Outcomes, Transfusion Characteristics, and Risk Factors Associated With Cirrhotic Trauma Patients Undergoing Emergency Laparotomy Versus Non-Operative Management: A National Analysis

BACKGROUND

Patients with liver cirrhosis (LC) demonstrate significantly elevated mortality rates following a traumatic event. This study aims to examine and compare the clinical outcomes in adult trauma patients with pre-existing LC undergoing laparotomy or non-operative management (NOM). Additionally, the study aims to investigate various patient outcomes, including mortality rate based on transfusion needs and timing.

METHODS

This retrospective cohort study utilized the American College of Surgeons Trauma Quality Program Participant Use File (ACS-TQIP-PUF) 2017-21 to compare laparotomy vs NOM in adults (≥18 years) with pre-existing LC who presented to trauma facilities with isolated blunt solid organ abdominal injuries (Injury Severity Score ≥16, Abbreviated Injury Scale solid organ abdomen ≥3).

RESULTS

Among 929 patients, 38.2% underwent laparotomy, while 61.7% received NOM. The in-hospital mortality rate was lower for patients who received NOM (52.3% vs 20.0%, P < .01). The risk of in-hospital mortality was significantly associated with laparotomy (OR 5.22, 95% CI: 2.06-13.18, P < .01) and sepsis (OR 99.50, 95% CI: 6.99-1415.28, P < .01). On average an increase in blood units in 4 hours was observed among those who experienced an in-hospital mortality (OR 5.65, 95% CI: 3.05-8.24, P < .01) and those who underwent laparotomy (OR 3.85, 95% CI: 1.36-6.34, P < .01).

CONCLUSION

Trauma patients with moderate to severe isolated organ injury and Liver cirrhosis had significantly higher mortality rates, acute renal failure, whole blood units received, as well as longer ICU-LOS when undergoing laparotomy compared to non-operative management.

National Analysis of Clinical Outcomes Associated With Cirrhotic Blunt Trauma Patients Undergoing Emergency Laparotomy Versus Non-operative Management: A Propensity Case-Matched Analysis

INTRODUCTION

This study aims to evaluate clinical outcomes among severely injured trauma patients presenting with isolated blunt abdominal solid organ injuries with a pre-diagnosis of liver cirrhosis (LC) undergoing emergency laparotomy vs nonoperative management (NOM).

METHODS

This retrospective cohort study utilized the American College of Surgeons Trauma Quality Program Participant Use File (ACS-TQIP-PUF) dataset from 2017 to 2021. Adults (≥18 years) with a pre-existing diagnosis of LC who presented with severe blunt (ISS ≥ 16) isolated solid organ abdominal injuries and underwent laparotomy or NOM were included. Outcomes of interest included in-hospital mortality, intensive care unit length of stay (ICU-LOS), and in-hospital complications such as acute renal failure and deep vein thrombosis.

RESULTS

929 patients were included in this analysis, with 355 undergoing laparotomy and 574 managed nonoperatively. Laparotomy patients suffered greater in-hospital mortality (n = 186, 52.3% vs n = 115, 20.0%; P < .01), required significantly more blood within 4 hours (8.9 units vs 4.3 units, P < .01), and had a significantly longer ICU-LOS (10.2 days vs 6.7 days, P < .01). In the 1:1 propensity score matched analysis of 556 matched patients, in-hospital mortality was greater for laparotomy patients (52.3% vs 20.0%, P < .01).

CONCLUSION

Laparotomy was associated with significantly higher in-hospital mortality in propensity-matched trauma patients, longer ICU-LOS, and more blood products given at 4 hours compared to NOM. These findings illustrate that NOM may be a safe approach in managing severely injured trauma patients with isolated blunt abdominal solid organ injuries and a pre-diagnosis of LC.

Pragmatic strategies to address health disparities along the continuum of care in chronic liver disease

Racial, ethnic, and socioeconomic disparities exist in the prevalence and natural history of chronic liver disease, access to care, and clinical outcomes. Solutions to improve health equity range widely, from digital health tools to policy changes. The current review outlines the disparities along the chronic liver disease health care continuum from screening and diagnosis to the management of cirrhosis and considerations of pre-liver and post-liver transplantation. Using a health equity research and implementation science framework, we offer pragmatic strategies to address barriers to implementing high-quality equitable care for patients with chronic liver disease.

Patient perceived quality of cirrhosis care- adjunctive nurse-based care versus standard medical care: a pragmatic multicentre randomised controlled study

BACKGROUND

Cirrhosis treatment implies prevention and alleviation of serious disease events. Healthcare providers may, however, fail to meet patients' expectations of collaboration and specific needs of information and support. Individualised nursing care could meet patients' needs. The aim was thus to measure patient-perceived quality of care after adjunctive registered nurse-based intervention Quality Liver Nursing Care Model (QLiNCaM) compared with standard medical care.

METHODS

This pragmatic multicentre study consecutively randomised patients to either adjunctive registered nurse-based care, or standard medical care for 24 months (ClinicalTrials.gov NCT02957253). Patients were allocated to either group at an equal ratio, at six Swedish outpatient clinics during 2016-2022. Using the questionnaire 'Quality of care from the patient's perspective', patients rated their perceived lack of quality for the adjunctive registered nurse-based intervention compared with the control group at 12 and 24 months, respectively.

RESULTS

In total, 167 patients were recruited. Seven out of 22 items in the questionnaire supported the finding that 'lacking quality' decreased with adjunctive registered nurse-based care (p < 0.05) at 12 months follow-up; however, these differences could not be established at 24 months.

CONCLUSION

Additional structured registered nurse-based visits in the cirrhosis outpatient team provided support for improved patient-perceived quality of care during the first 12 months. Registered nurses increase patient involvement and present easy access to cirrhosis outpatient care. Patients express appreciation for personalised information. This study reinforces registered nurses' role in the outpatient cirrhosis team, optimising patient care in compensated and decompensated cirrhosis.

TRIAL REGISTRATION

Registered at Clinical Trials 18th of October 2016, [ https://www.

CLINICALTRIALS

gov ], registration number: NCT02957253.

Implementing pragmatic clinical trials in hepatology

Patients with chronic liver disease would benefit from pragmatic trial designs. A pragmatic trial seeks to inform clinical decision-making by providing evidence for the adoption of an intervention into real-world clinical practice. A trial's pragmatism is based on the efficiency by which it identifies, recruits, and follows patients, the degree to which the interventions and design mirror the usual clinical care, and the importance of the outcomes to the patients. We review the promise, trade-offs, and purpose of pragmatic trials in hepatology.

Quality improvement project demonstrating a sustained increase in the assessment and sampling of ascites for hospitalised patients with cirrhosis

Objective

Using quality improvement techniques, we aimed to improve the rate of assessment and sampling of ascitic fluid for the purpose of diagnosing spontaneous bacterial peritonitis in patients with cirrhosis admitted to the hospitalist service of our institution.

Design/methods

Based on stakeholder needs assessment, we implemented interventions targeting provider knowledge, procedure workflows and clinical decision support. We analysed key metrics during preintervention (September-December 2020), intervention roll-out (January-April 2021), postintervention (May-September 2021) and sustainability (September-December 2022) periods for admissions of patients with cirrhosis to our hospitalist service at Maine Medical Center, a 700-bed tertiary-care academic hospital in Portland, Maine, USA.

Results

Among patients with cirrhosis admitted to our service, documentation of assessment for paracentesis increased from a preintervention baseline of 60.1% to 93.5% (p<0.005) postintervention. For patients with ascites potentially amenable to paracentesis, diagnostic paracentesis rate increased from 59.7% to 93% (p<0.005), with the rate of paracentesis within 24 hours increasing from 52.6% to 77.2% (p=0.01). These improvements persisted during our sustainability period. Complication rate was low (1.2%) across all study periods.

Conclusion

Our quality improvement project led to a sustained improvement in the identification of patients with cirrhosis needing diagnostic paracentesis and an increased procedure completion rate. This improvement strategy serves as a model for needed work toward closing a national performance gap for patients with cirrhosis.

Cost of Care for Patients With Cirrhosis

INTRODUCTION

There are limited longitudinal data on the cost of treating patients with cirrhosis, which hampers value-based improvement initiatives.

METHODS

We conducted a retrospective cohort study of patients with cirrhosis seen in the Veterans Affairs health care system from 2011 to 2015. Patients were followed up through 2019. We identified a sex-matched and age-matched control cohort without cirrhosis. We estimated incremental annual health care costs attributable to cirrhosis for 4 years overall and in subgroups based on severity (compensated, decompensated), cirrhosis complications (ascites, encephalopathy, varices, hepatocellular cancer, acute kidney injury), and comorbidity (Deyo index).

RESULTS

We compared 39,361 patients with cirrhosis with 138,964 controls. The incremental adjusted costs for caring of patients with cirrhosis were $35,029 (95% confidence interval $32,473-$37,585) during the first year and ranged from $14,216 to $17,629 in the subsequent 3 years. Cirrhosis complications accounted for most of these costs. Costs of managing patients with hepatic encephalopathy (year 1 cost, $50,080) or ascites ($50,364) were higher than the costs of managing patients with varices ($20,488) or hepatocellular cancer ($37,639) in the first year. Patients with acute kidney injury or those who had multimorbidity were the most costly at $64,413 and $66,653 in the first year, respectively.

DISCUSSION

Patients with cirrhosis had substantially higher health care costs than matched controls and multimorbid patients had even higher costs. Cirrhosis complications accounted for most of the excess cost, so preventing complications has the largest potential for cost saving and could serve as targets for improvement.

Applying human-centered design to the construction of a cirrhosis management clinical decision support system

BACKGROUND

Electronic health record (EHR)-based clinical decision support is a scalable way to help standardize clinical care. Clinical decision support systems have not been extensively investigated in cirrhosis management. Human-centered design (HCD) is an approach that engages with potential users in intervention development. In this study, we applied HCD to design the features and interface for a clinical decision support system for cirrhosis management, called CirrhosisRx.

METHODS

We conducted technical feasibility assessments to construct a visual blueprint that outlines the basic features of the interface. We then convened collaborative-design workshops with generalist and specialist clinicians. We elicited current workflows for cirrhosis management, assessed gaps in existing EHR systems, evaluated potential features, and refined the design prototype for CirrhosisRx. At the conclusion of each workshop, we analyzed recordings and transcripts.

RESULTS

Workshop feedback showed that the aggregation of relevant clinical data into 6 cirrhosis decompensation domains (defined as common inpatient clinical scenarios) was the most important feature. Automatic inference of clinical events from EHR data, such as gastrointestinal bleeding from hemoglobin changes, was not accepted due to accuracy concerns. Visualizations for risk stratification scores were deemed not necessary. Lastly, the HCD co-design workshops allowed us to identify the target user population (generalists).

CONCLUSIONS

This is one of the first applications of HCD to design the features and interface for an electronic intervention for cirrhosis management. The HCD process altered features, modified the design interface, and likely improved CirrhosisRx's overall usability. The finalized design for CirrhosisRx proceeded to development and production and will be tested for effectiveness in a pragmatic randomized controlled trial. This work provides a model for the creation of other EHR-based interventions in hepatology care.

Prospective Visual Inspection of the Ventrum of Tongue (VIVOT) Vasculature Predicts the Presence of Esophageal Varices

Venous collateral shunting of blood from the splanchnic to systemic venous systems due to portal hypertension increases the pressure in the ventral lingual venous bed. We hypothesized that the appearance of sublingual varices evaluated by pre-endoscopy/bedside visual inspection of ventrum of tongue (VIVOT) might predict the presence of esophageal varices (EVs).

Methods

To test this hypothesis, we prospectively enrolled patients with cirrhosis (CP) referred for EV screening for assessment of lingual vasculature after informed consent. Non-cirrhosis control patients were also enrolled.

Methods

VIVOT was scored based on the presence of vessels > 2 mm and/or serpiginous veins. VIVOT scores were then correlated with endoscopic findings.

Results

A total of 59 patients with cirrhosis (Group 1) were enrolled, as were 62 patients without cirrhosis (Group 2). Group 1 consisted of 100% male patients with mean age 59.5 ± 5.4 years; 39.0% were African American (AA). Group 2 consisted of 86% male patients, 59.0 ± 13 years and 53% AA. Among Group 1 patients, varices were present in 29% (16 esophageal and 3 gastric). There were no demographic differences among Group 1 patients with or without varices. Positive VIVOT scores were associated with EVs on endoscopy in 11 of 16 patients (sensitivity 68.75%). Positive VIVOT findings were present in 8 of 40 patients without EVs (specificity 80%). False-positive VIVOT scores were present in 6 of 62 non-cirrhotic controls. Overall, the positive predictive value among patients with cirrhosis was 59% with a negative predictive value of 84%.

Conclusions

VIVOT has modest values in predicting EVs and should not be used alone to stratify patients for endoscopic evaluation when elastography and laboratory tests are available; however, its use in resource-limited settings to identify high-risk patients may be considered.

Underrecognition and Suboptimal Quality of Care for Nonalcoholic Fatty Liver Disease Cirrhosis in Primary Care Patients with Diabetes Mellitus

BACKGROUND

Nonalcoholic fatty liver disease (NAFLD) is a leading cause of cirrhosis but is underrecognized in primary care. Cirrhosis management requires complex monitoring, and the quality of care (QoC) for NAFLD cirrhosis patients in primary care may be inadequate.

METHODS

In this retrospective-prospective cohort study of primary care patients with diabetes mellitus, we identified patients with NAFLD cirrhosis by 1) evidence of cirrhosis from abdominal imaging identified by natural language processing, or 2) existence of International Classification of Diseases code for cirrhosis. A finding of either was followed by manual chart review for confirmation of both cirrhosis and NAFLD. We then determined if cirrhosis care measures were up-to-date, including hepatitis A and B vaccination, Model for End-Stage Liver Disease score components, esophagogastroduodenoscopy, and hepatocellular carcinoma screening. We created a composite score quantifying overall QoC (scale 0-8), with high QoC defined as ≥6 points.

RESULTS

Among 3,028 primary care patients with diabetes mellitus, we identified 51 (1.7%) with NAFLD cirrhosis. Although 78% had ≥3 average primary care visits/year, only 24% completed hepatocellular carcinoma screening at least annually in at least 75% of years since diagnosis. The average QoC composite score was 4.9 (SD 2.4), and less than one-third had high QoC.

CONCLUSIONS

NAFLD cirrhosis is prevalent but underdiagnosed in primary care, and receipt of comprehensive QoC was suboptimal. Given the rising incidence of NAFLD cirrhosis, primary care providers need improved awareness and mechanisms to ensure high QoC for this population.

The role of an integrated referral program for patients with liver disease: A network between hub and spoke centers

INTRODUCTION

Access to Liver transplantation (LT) can be affected by several barriers, resulting in delayed referral and increased risk of mortality due to complications of the underlying liver disease.

AIM

To assess the clinical characteristics and outcomes of patients with acute or chronic liver disease referred using an integrated referral program.

MATERIALS AND METHODS

An integrated referral program was developed in 1 October 2017 based on email addresses and a 24/7 telephone availability. All consecutive adult patients with liver disease referred for the first time using this referral program were prospectively collected until 1 October 2021. Characteristics and outcomes of inpatients were compared with a historical cohort of patients referred without using the integrated referral program (1 October 2015-1 October 2017). Patients were further divided according to pre- and post-Covid-19 pandemic.

RESULTS

Two hundred eighty-one referred patients were considered. End stage liver disease was the most common underlying condition (79.3%), 50.5% of patients were referred as inpatients and 74.7% were referred for LT evaluation. When inpatient referrals (n = 142) were compared with the historical cohort (n = 86), a significant increase in acute liver injury due to drugs/herbals and supplements was seen (p = 0.01) as well as an increase in End stage liver disease due to alcohol-related liver disease and NASH, although not statistically significant. A significant increase in referrals for evaluation for Trans-jugular intrahepatic portosystemic shunt placement was seen over time (5.6% vs. 1%; p = 0.01) as well as for LT evaluation (84.5% vs. 81%; p = 0.01). Transplant-free survival was similar between the study and control groups (p = 0.3). The Covid-19 pandemic did not affect trends of referrals and patient survival.

CONCLUSIONS

The development of an integrated referral program for patients with liver disease can represent the first step to standardize already existing referral networks between hub and spoke centers. Future studies should focus on the timing of referral according to different etiologies to optimize treatment options and outcomes.

Hepatocellular Carcinoma Diagnosis and Management in 2021: A National Veterans Affairs Quality Improvement Project

BACKGROUND & AIMS

The coronavirus disease-2019 pandemic profoundly disrupted preventative health care services including cancer screening. As the largest provider of cirrhosis care in the United States, the Department of Veterans Affairs (VA) National Gastroenterology and Hepatology Program aimed to assess factors associated with hepatocellular carcinoma (HCC) stage at diagnosis, treatment, and survival.

METHODS

Veterans with a new diagnosis of HCC in 2021 were identified from electronic health records (N = 2306). Structured medical record extraction was performed by expert reviewers in a 10% random subsample of Veterans with new HCC diagnoses. Factors associated with stage at diagnosis, receipt of treatment, and survival were assessed using multivariable models.

RESULTS

Among 199 patients with confirmed HCC, the average age was 71 years and most (72%) had underlying cirrhosis. More than half (54%) were at an early stage (T1 or T2) at diagnosis. Less-advanced liver disease, number of imaging tests adequate for HCC screening, HCC diagnosis in the VA, and receipt of VA primary care were associated significantly with early stage diagnosis. HCC-directed treatments were administered to 145 (73%) patients after a median of 37 days (interquartile range, 19-54 d) from diagnosis, including 70 (35%) patients who received potentially curative treatments. Factors associated with potentially curative (vs no) treatments included HCC screening, early stage at diagnosis, and better performance status. Having fewer comorbidities and better performance status were associated significantly with noncurative (vs no) treatment. Early stage diagnosis, diagnosis in the VA system, and receipt of curative treatment were associated significantly with survival.

CONCLUSIONS

These results highlight the importance of HCC screening and engagement in care for HCC diagnosis, treatment, and survival while demonstrating the feasibility of developing a national quality improvement agenda for HCC screening, diagnosis, and treatment.

Role matters in understanding 'quality' in palliative care: a qualitative analysis of patient, caregiver and practitioner perspectives

OBJECTIVES

To compare the discussions from two panels on the concept of palliative care quality for patients with advanced cancer, exploring the priorities reflected in each group's perspectives.

DESIGN

We convened two RAND-UCLA appropriateness panel discussions on palliative care quality in advanced cancer. Discussions were audio-recorded and transcribed verbatim. Panel transcripts were analysed thematically using a matrix approach to examine perceptions and experiences of quality.

SETTING

Discussions were framed within the context of advanced cancer care and palliative care.

PARTICIPANTS

The patient-caregiver panel had 9 patients with current or a history of cancer and caregivers, and the practitioner panel had 10 expert practitioners representing fields of oncology, primary care, social work, palliative care, nursing, pain management and ethics.

RESULTS

Our analysis identified three thematic categories for understanding quality common across both groups and nine subthemes within those categories. At the highest level, quality was conceived as: (1) the patient and caregiver experience of care, (2) technical competence and (3) the structure of health system. Among the subthemes, four were present in only one of the two group's discussions: 'purpose and action' was specific to the patient-caregiver panel, whereas 'adhering to best medical practice', 'mitigating unintended consequences and side effects', and 'health system resources and costs' were specific to the practitioner panel.

CONCLUSIONS

While both panels aligned on the three key domains of quality, the particular dimensions through which they perceived quality varied in relation to their experience and role as a professional provider of care versus recipient of healthcare services. These differences suggest the importance of adopting a collaborative approach to quality measurement and improvement so that the values of all interested parties are represented in improvement efforts.

Development of a Liver Disease-Specific Large Language Model Chat Interface using Retrieval Augmented Generation

Background

Large language models (LLMs) have significant capabilities in clinical information processing tasks. Commercially available LLMs, however, are not optimized for clinical uses and are prone to generating incorrect or hallucinatory information. Retrieval-augmented generation (RAG) is an enterprise architecture that allows embedding of customized data into LLMs. This approach "specializes" the LLMs and is thought to reduce hallucinations.

Methods

We developed "LiVersa," a liver disease-specific LLM, by using our institution's protected health information (PHI)-complaint text embedding and LLM platform, "Versa." We conducted RAG on 30 publicly available American Association for the Study of Liver Diseases (AASLD) guidelines and guidance documents to be incorporated into LiVersa. We evaluated LiVersa's performance by comparing its responses versus those of trainees from a previously published knowledge assessment study regarding hepatitis B (HBV) treatment and hepatocellular carcinoma (HCC) surveillance.

Results

LiVersa answered all 10 questions correctly when forced to provide a "yes" or "no" answer. Full detailed responses with justifications and rationales, however, were not completely correct for three of the questions.

Discussions

In this study, we demonstrated the ability to build disease-specific and PHI-compliant LLMs using RAG. While our LLM, LiVersa, demonstrated more specificity in answering questions related to clinical hepatology - there were some knowledge deficiencies due to limitations set by the number and types of documents used for RAG. The LiVersa prototype, however, is a proof of concept for utilizing RAG to customize LLMs for clinical uses and a potential strategy to realize personalized medicine in the future.

Comparing the CFIR-ERIC matching tool recommendations to real-world strategy effectiveness data: a mixed-methods study in the Veterans Health Administration

BACKGROUND

Practical and feasible methods for matching implementation strategies to diagnosed barriers of evidence-based interventions in real-world contexts are lacking. This evaluation compared actual implementation strategies applied with those recommended by an expert opinion-based tool to improve guideline-concordant cirrhosis care in a Veterans Health Administration national learning collaborative effort.

METHODS

This convergent parallel mixed-methods study aimed to (1) identify pre-implementation Consolidated Framework for Implementation Research (CFIR) barriers to cirrhosis care through focus groups with frontline providers, (2) generate 20 recommended strategies using focus group identified barriers entered into the CFIR-Expert Recommendations for Implementing Change (ERIC) Implementation Strategy Matching Tool, (3) survey providers over two consecutive years on the actual use of 73 ERIC strategies and determine strategy effectiveness, (4) compare actual versus recommended strategy use, and (5) compare actual versus expected barriers by reverse applying the CFIR-ERIC Matching Tool.

RESULTS

Eighteen semi-structured focus groups were conducted with 197 providers representing 95 VA sites to identify barriers to quality improvement, including cirrhosis care complexity, clarity of national goals, and local leadership support. The CFIR-ERIC Matching Tool recommended strategies such as assessing for readiness and needs, promoting adaptability, building local groups, preparing champions, and working with opinion leaders and early adopters. Subsequent strategy surveys found that sites used the top 20 "recommended" strategies no more frequently than other strategies. However, 14 (70%) of the top recommended strategies were significantly positively associated with cirrhosis care compared to 48% of actual strategies. Reverse CFIR-ERIC matching found that the strategies most used in the first year corresponded to the following barriers: opinion leaders, access to knowledge and information, and resources. The strategies most frequently employed in the second year addressed barriers such as champions, cosmopolitanism, readiness for implementation, relative priority, and patient needs and resources. Strategies used in both years were those that addressed adaptability, trialability, and compatibility.

CONCLUSIONS

This study is among the first to empirically evaluate the relationship between CFIR-ERIC Matching Tool recommended strategies and actual strategy selection and effectiveness in the real world. We found closer connections between recommended strategies and strategy effectiveness compared to strategy frequency, suggesting validity of barrier identification, and application of the expert-informed tool.

Integration of Cirrhosis Best Practices Into Electronic Medical Record Documentation Associated With Reduction in 30-Day Mortality Following Hospitalization

BACKGROUND

Hospital admissions for patients with cirrhosis continue to increase. In New York City, 25% to 30% of hospitalized cirrhotics are readmitted within 30 days. Rehospitalization is associated with increased mortality, poor quality of life, and financial burden to patients, hospitals, and payers. Preventable readmissions are partially accounted for by a well-documented quality gap between evidence-based guidelines for cirrhosis management and real-world adherence to these recommendations.

METHODS

We performed a prospective cohort study that compared outcomes among cirrhotic patients admitted to 4 internal medicine teams over a 6-month period. An electronic medical record (EMR) note template that outlined best-practice measures for cirrhotics was developed. Inpatient providers on 2 teams were instructed to include it in daily progress notes and discharge summaries. The recommended practices included diagnostic paracentesis and diuretics for ascites, rifaximin, and lactulose for hepatic encephalopathy, beta blockers for esophageal varices, and antibiotic prophylaxis for spontaneous bacterial peritonitis. The remaining 2 teams continued the standard of care for cirrhotic patients. The primary outcome was 30-day readmissions. Secondary outcomes included in-hospital mortality, 30-day mortality, length of stay, and adherence to best-practice guidelines.

RESULTS

Over a 6-month period, 108 cirrhotic patients were admitted, 83 in the interventional group and 25 in the control group. MELD-Na scores on admission did not differ between the groups (20.1 vs. 21.1, P =0.56). Thirty-day readmissions were not significantly different between the interventional and control groups (19.3% vs. 24%, P =0.61). However, 30-day mortality was significantly lower in the interventional group (8.4% vs. 28%, P =0.01). There was no difference between the 2 groups in in-hospital mortality (4.8% vs. 0%, P =0.27), 90-day mortality (15.7% vs. 28.0%, P =0.17) or length of stay (10.2 vs. 12.6 d, P =0.34). Adherence to best-practice metrics was similar between the groups, except for rates of diagnostic paracentesis, which were higher in the interventional group (98% vs. 80%, P =0.01).

CONCLUSION

Implementation of an EMR note template with cirrhosis best practices was associated with lower 30-day mortality and higher rates of diagnostic paracentesis among admitted patients with cirrhosis. These findings suggest that the integration of best-practice measures into the EMR may improve outcomes in hospitalized cirrhotic patients. Larger studies are required to validate these findings.

Clinical decision support and electronic interventions to improve care quality in chronic liver diseases and cirrhosis

Significant quality gaps exist in the management of chronic liver diseases and cirrhosis. Clinical decision support systems-information-driven tools based in and launched from the electronic health record-are attractive and potentially scalable prospective interventions that could help standardize clinical care in hepatology. Yet, clinical decision support systems have had a mixed record in clinical medicine due to issues with interoperability and compatibility with clinical workflows. In this review, we discuss the conceptual origins of clinical decision support systems, existing applications in liver diseases, issues and challenges with implementation, and emerging strategies to improve their integration in hepatology care.

Quantifying days at home in patients with cirrhosis: A national cohort study

BACKGROUND AND AIMS

Days at home (DAH) is a patient-centric metric developed by the Medicare Payment Advisory Commission, capturing annual health care use, including and beyond hospitalizations and mortality. We quantified DAH and assessed factors associated with DAH differences among patients with cirrhosis.

APPROACH AND RESULTS

Using a national claims database (Optum) between 2014 and 2018, we calculated DAH (365 minus mortality, inpatient, observation, postacute, and emergency department days). Among 20,776,597 patients, 63,477 had cirrhosis (median age, 66, 52% males, and 63% non-Hispanic White). Age-adjusted mean DAH for cirrhosis was 335.1 days (95% CI: 335.0 to 335.2) vs 360.1 (95% CI: 360.1 to 360.1) without cirrhosis. In mixed-effects linear regression, adjusted for demographic and clinical characteristics, patients with decompensated cirrhosis spent 15.2 days (95% CI: 14.4 to 15.8) in postacute, emergency, and observation settings and 13.8 days (95% CI: 13.5 to 14.0) hospitalized. Hepatic encephalopathy (-29.2 d, 95% CI: -30.4 to -28.0), ascites (-34.6 d, 95% CI: -35.3 to -33.9), and combined ascites and hepatic encephalopathy (-63.8 d, 95% CI: -65.0 to -62.6) were associated with decreased DAH. Variceal bleeding was not associated with a change in DAH (-0.2 d, 95% CI: -1.6 to +1.1). Among hospitalized patients, during the 365 days after index hospitalization, patients with cirrhosis had fewer age-adjusted DAH (272.8 d, 95% CI: 271.5 to 274.1) than congestive heart failure (288.0 d, 95% CI: 287.7 to 288.3) and chronic obstructive pulmonary disease (296.6 d, 95% CI: 296.3 to 297.0).

CONCLUSIONS

In this national study, we found that patients with cirrhosis spend as many, if not more, cumulative days receiving postacute, emergency, and observational care, as hospitalized care. Ultimately, up to 2 months of DAH are lost annually with the onset of liver decompensation. DAH may be a useful metric for patients and health systems alike.

Prevention of Hepatocellular Carcinoma (HCC). White Paper of the Texas Collaborative Center for Hepatocellular Cancer (TeCH) Multi-stakeholder Conference

BACKGROUND & AIMS

Texas has the highest age-adjusted incidence rate of hepatocellular carcinoma (HCC) in the United States. The Cancer Prevention and Research Institute of Texas has funded the Texas Collaborative Center for Hepatocellular Cancer (TeCH) to facilitate HCC research, education, and advocacy activities with the overall goal of reducing HCC mortality in Texas through coordination, collaboration, and advocacy.

METHODS

On September 17, 2022, TeCH co-sponsored a multi-stakeholder conference on HCC with the Baker Institute Center for Health and Biosciences. This conference was attended by HCC researchers, policy makers, payers, members from pharmaceutical industry and patient advocacy groups in and outside of Texas. This report summarizes the results of the conference.

RESULTS

The goal of this meeting was to identify different strategies for preventing HCC and evaluate their readiness for implementation.

CONCLUSIONS

We call for a statewide (1) viral hepatitis elimination program; (2) program to increase nonalcoholic steatohepatitis and obesity awareness; (3) research program to develop health care models that integrate alcohol associated liver disease treatment and treatment for alcohol use disorder; and (4) demonstration projects to evaluate the effectiveness of identifying and linking patient with advanced fibrosis and cirrhosis to clinical care.

Trends in Racial and Ethnic Disparities in the Receipt of Lifesaving Procedures for Hospitalized Patients With Decompensated Cirrhosis in the US, 2009-2018

Importance

Patients with decompensated cirrhosis are hospitalized for acute management with temporizing and lifesaving procedures. Published data to inform intervention development in this area are more than a decade old, and it is not clear whether there have been improvements in disparities in the receipt of these procedures over time.

Objective

To evaluate the associations of race and ethnicity with receipt of procedures to treat decompensated cirrhosis over time in the US.

Design, Setting, and Participants

This retrospective cross-sectional study analyzed National Inpatient Sample data on cirrhosis admissions among patients with portal hypertension-related complications from 2009 to 2018. All hospital discharges for individuals aged 18 years and older from 2009 to 2018 were assessed for inclusion. Admissions were included if they contained at least 1 cirrhosis-related International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) or International Statistical Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) code and at least 1 cirrhosis-related complication ICD-9-CM or ICD-10-CM code (ie, ascites, hepatic encephalopathy, variceal hemorrhage [VH], and hepatorenal syndrome [HRS]). Data were analyzed from January to June 2022.

Exposure

Hospitalization for decompensated cirrhosis.

Main Outcomes and Measures

The outcomes of interest were trends in the odds ratios (ORs) for receiving procedures (upper endoscopy, transjugular portosystemic shunt [TIPS], hemodialysis, and liver transplantation [LT]) for decompensated cirrhosis and mortality by race and ethnicity, modeled over time. Multivariable logistic regression was used to assess these outcomes.

Results

Among 717 580 admissions (median [IQR] age, 58 [52-67] years), 345 644 patients (9.8%) were Black, 623 991 patients (17.6%) were Hispanic, and 2 340 031 patients (47.4%) were White. Based on the modeled trends, by 2018, there were no significant differences by race or ethnicity in the odds of receiving upper endoscopy for VH. However, Black patients remained less likely than White patients to undergo TIPS for VH (OR, 0.54; 95% CI, 0.47-0.62) and ascites (OR, 0.34; 95% CI, 0.31-0.38). The disparity in receipt of LT improved for Black and Hispanic patients over the study period; however, by 2018, both groups remained less likely to undergo LT than their White counterparts (Black: OR, 0.66; 95% CI, 0.61-0.70; Hispanic: OR, 0.74; 95% CI, 0.70-0.78). The odds of death in Black and Hispanic patients declined over the study period but remained higher in Black patients than White patients in 2018 (OR, 1.08; 95% CI, 1.05-1.11).

Conclusions and Relevance

In this cross-sectional study of individuals hospitalized with decompensated cirrhosis, there were racial and ethnic disparities in receipt of complex lifesaving procedures and in mortality that persisted over time.

Telehealth interventions in patients with chronic liver diseases: A systematic review

BACKGROUND AND AIM

Telehealth interventions may improve access to care, disease-specific, and quality outcomes in chronic liver diseases (CLDs). We aimed to systematically evaluate outcomes of telehealth interventions in CLDs.

MATERIALS AND METHODS

We used key terms and searched PubMed/EMBASE from inception to January 10, 2022. Two authors independently screened abstracts. Disagreements were resolved by a third reviewer. We included any type of CLD, including posttransplant patients, and extracted outcomes as defined by authors for each etiology of CLD (sustained virological response in HCV or weight loss in NAFLD). Meta-analysis was not performed because of the heterogeneity of data. Quality assessment was performed using the Newcastle-Ottawa Scale for observational studies and the Cochrane Risk of Bias tool for clinical trials.

RESULTS

Of 4250 studies screened, 43 met the inclusion criteria. Of these, 28 reported HCV treatment outcomes. All studies showed no statistically significant differences between sustained virological response rates in TH groups compared with control groups or historic cohorts. Eight studies evaluating liver transplant-related processes and outcomes demonstrated improved rates of transplant evaluation and referrals and decreased short-term readmission rates. Three randomized controlled trials and 1 observational study on NAFLD showed improved weight loss outcomes. One retrospective study showed reduced mortality risk in CLD patients with at least 1 TH encounter.

CONCLUSIONS

TH interventions in patients with CLDs consistently show equivalent or improved clinical outcomes compared with traditional encounters. TH in CLDs can bridge the gap in access while maintaining the quality of care for underserved populations.

Diagnosis and Management of Cirrhosis and Its Complications: A Review

Importance

Cirrhosis affects approximately 2.2 million adults in the US. From 2010 to 2021, the annual age-adjusted mortality of cirrhosis increased from 14.9 per 100 000 to 21.9 per 100 000 people.

Observations

The most common causes of cirrhosis in the US, which can overlap, include alcohol use disorder (approximately 45% of all cases of cirrhosis), nonalcoholic fatty liver disease (26%), and hepatitis C (41%). Patients with cirrhosis experience symptoms including muscle cramps (approximately 64% prevalence), pruritus (39%), poor-quality sleep (63%), and sexual dysfunction (53%). Cirrhosis can be diagnosed by liver biopsy but may also be diagnosed noninvasively. Elastography, a noninvasive assessment of liver stiffness measured in kilopascals, can typically confirm cirrhosis at levels of 15 kPa or greater. Approximately 40% of people with cirrhosis are diagnosed when they present with complications such as hepatic encephalopathy or ascites. The median survival time following onset of hepatic encephalopathy and ascites is 0.92 and 1.1 years, respectively. Among people with ascites, the annual incidence of spontaneous bacterial peritonitis is 11% and of hepatorenal syndrome is 8%; the latter is associated with a median survival of less than 2 weeks. Approximately 1% to 4% of patients with cirrhosis develop hepatocellular carcinoma each year, which is associated with a 5-year survival of approximately 20%. In a 3-year randomized clinical trial of 201 patients with portal hypertension, nonselective β-blockers (carvedilol or propranolol) reduced the risk of decompensation or death compared with placebo (16% vs 27%). Compared with sequential initiation, combination aldosterone antagonist and loop diuretics were more likely to resolve ascites (76% vs 56%) with lower rates of hyperkalemia (4% vs 18%). In meta-analyses of randomized trials, lactulose was associated with reduced mortality relative to placebo (8.5% vs 14%) in randomized trials involving 705 patients and reduced risk of recurrent overt hepatic encephalopathy (25.5% vs 46.8%) in randomized trials involving 1415 patients. In a randomized clinical trial of 300 patients, terlipressin improved the rate of reversal of hepatorenal syndrome from 39% to 18%. Trials addressing symptoms of cirrhosis have demonstrated efficacy for hydroxyzine in improving sleep dysfunction, pickle brine and taurine for reducing muscle cramps, and tadalafil for improving sexual dysfunction in men.

Conclusions and Relevance

Approximately 2.2 million US adults have cirrhosis. Many symptoms, such as muscle cramps, poor-quality sleep, pruritus, and sexual dysfunction, are common and treatable. First-line therapies include carvedilol or propranolol to prevent variceal bleeding, lactulose for hepatic encephalopathy, combination aldosterone antagonists and loop diuretics for ascites, and terlipressin for hepatorenal syndrome.

Health disparities in chronic liver disease

The syndemic of hazardous alcohol consumption, opioid use, and obesity has led to important changes in liver disease epidemiology that have exacerbated health disparities. Health disparities occur when plausibly avoidable health differences are experienced by socially disadvantaged populations. Highlighting health disparities, their sources, and consequences in chronic liver disease is fundamental to improving liver health outcomes. There have been large increases in alcohol use disorder in women, racial and ethnic minorities, and those experiencing poverty in the context of poor access to alcohol treatment, leading to increasing rates of alcohol-associated liver diseases. Rising rates of NAFLD and associated fibrosis have been observed in Hispanic persons, women aged > 50, and individuals experiencing food insecurity. Access to viral hepatitis screening and linkage to treatment are suboptimal for racial and ethnic minorities and individuals who are uninsured or underinsured, resulting in greater liver-related mortality and later-stage diagnoses of HCC. Data from more diverse cohorts on autoimmune and cholestatic liver diseases are lacking, supporting the need to study the contemporary epidemiology of these disorders in greater detail. Herein, we review the existing literature on racial and ethnic, gender, and socioeconomic disparities in chronic liver diseases using a social determinants of health framework to better understand how social and structural factors cause health disparities and affect chronic liver disease outcomes. We also propose potential solutions to eliminate disparities, outlining health-policy, health-system, community, and individual solutions to promote equity and improve health outcomes.

Development and Validation of a Novel Tool to Predict Model for End-Stage Liver Disease (MELD) Scores in Cirrhosis, Using Administrative Datasets

Background

The Model for End-Stage Liver Disease (MELD) score predicts disease severity and mortality in cirrhosis. To improve cirrhosis phenotyping in administrative databases lacking laboratory data, we aimed to develop and externally validate claims-based MELD prediction models, using claims data linked to electronic health records (EHR).

Methods

We included adults with established cirrhosis in two Medicare-linked EHR networks (training and internal validation; 2007-2017), and a Medicaid-linked EHR network (external validation; 2000-2014). Using least absolute shrinkage and selection operator (LASSO) with 5-fold cross-validation, we selected among 146 investigator-specified variables to develop models for predicting continuous MELD and relevant MELD categories (MELD<10, MELD≥15 and MELD≥20), with observed MELD calculated from laboratory data. Regression coefficients for each model were applied to the validation sets to predict patient-level MELD and assess model performance.

Results

We identified 4501 patients in the Medicare training set (mean age 75.1 years, 18.5% female, mean MELD=13.0), and 2435 patients in the Medicare validation set (mean age: 74.3 years, 31.7% female, mean MELD=12.3). Our final model for predicting continuous MELD included 112 variables, explaining 58% of observed MELD variability; in the Medicare validation set, the area-under-the-receiver operating characteristic curves (AUC) for MELD<10 and MELD≥15 were 0.84 and 0.90, respectively; the AUC for the model predicting MELD≥20 (using 27 variables) was 0.93. Overall, these models correctly classified 77% of patients with MELD<10 (95% CI=0.75-0.78), 85% of patients with MELD≥15 (95% CI=0.84-0.87), and 87% of patients with MELD≥20 (95% CI=0.86-0.88). Results were consistent in the external validation set (n=2240).

Conclusion

Our MELD prediction tools can be used to improve cirrhosis phenotyping in administrative datasets lacking laboratory data.

Racial and Ethnic Disparities in Years of Potential Life Loss Among Patients With Cirrhosis During the COVID-19 Pandemic in the United States

INTRODUCTION

Our aim was to evaluate the impact of race/ethnicity on cirrhosis-related premature death during the COVID-19 pandemic.

METHODS

We obtained cirrhosis-related death data (n = 872,965, January 1, 2012-December 31, 2021) from the US National Vital Statistic System to calculate age-standardized mortality rates and years of potential life lost (YPLL) for premature death aged 25-64 years.

RESULTS

Significant racial/ethnic disparity in cirrhosis-related age-standardized mortality rates was noted prepandemic but widened during the pandemic, with the highest excess YPLL for the non-Hispanic American Indian/American Native (2020: 41.0%; 2021: 68.8%) followed by other minority groups (28.7%-45.1%), and the non-Hispanic White the lowest (2020: 20.7%; 2021: 31.6%). COVID-19 constituted >30% of the excess YPLLs for Hispanic and non-Hispanic American Indian/American Native in 2020, compared with 11.1% for non-Hispanic White.

DISCUSSION

Ethnic minorities with cirrhosis experienced a disproportionate excess death and YPLLs in 2020-2021.

Use of a Cirrhosis Admission Order Set Improves Adherence to Quality Metrics and May Decrease Hospital Length of Stay

INTRODUCTION

Quality metrics for inpatient cirrhosis management have been created to improve processes of care. We aimed to improve adherence to quality metrics by creating a novel clinical decision support (CDS) tool in the electronic health record (EHR).

METHODS

We developed and piloted an alert system in the EHR that directs providers to a cirrhosis order set for patients who have a known diagnosis of cirrhosis or are likely to have cirrhosis. Adherence to process measures and outcomes when the CDS was used were compared with baseline performance before the implementation of the CDS.

RESULTS

The use of the order set resulted in a significant increase in adherence to process measures such as diagnostic paracentesis (29.6%-51.1%), low-sodium diet (34.3%-77.8%), and social work involvement (36.6%-88.9%) ( P < 0.001 for all). There were also significant decreases in both intensive care and hospital lengths of stay ( P < 0.001) as well as in-hospital development of infection ( P = 0.002). There was no difference in hospital readmissions at 30 or 90 days between the groups ( P = 0.897, P = 0.640).

DISCUSSION

The use of CDS in EHR-based interventions improves adherence to quality metrics for patients with cirrhosis and could easily be shared by institutions through EHR platforms. Further studies and larger sample sizes are needed to better understand its impact on additional outcome measures.