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Wakil A, Wu YC, Mazzaferro N, Greenberg P, Pyrsopoulos NT. Trends of Hepatocellular Carcinoma (HCC) Inpatients Mortality and Financial Burden From 2011 to 2017: A Nationwide Analysis. J Clin Gastroenterol 2024; 58:85-90. [PMID: 36729749 DOI: 10.1097/mcg.0000000000001818] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 11/12/2022] [Indexed: 02/03/2023]
Abstract
INTRODUCTION Liver cancer, including Hepatocellular carcinoma (HCC) is the seventh most common tumor worldwide. Previously, the financial burden of HCC in the United States between 2002 and 2011 was noted to be continuously increasing. This study aims to evaluate temporal trends of hospitalizations due to HCC. METHOD This is a retrospective analysis utilizing the National Inpatient Sample (NIS) database. All subjects admitted between 2011 and 2017 with a diagnosis of HCC were identified. The primary trend characteristics were in-hospital mortality, hospital charges, and length of stay. RESULTS An increase in hospitalization from 67,779 (0.18%) admissions in 2011 to 84,580 (0.23%) admissions in 2017( P <0.05) was noted. Most patients were 45 to 64 years old (median 50%), predominantly men (median 68%) ( P <0.05). The primary health care payer was Medicare (Median 49%) and Medicaid (Median 18%) ( P <0.05). The most common geographical location was the south (Median 36%) ( P <0.05). Most patients were admitted to large hospitals (Median 62%) in urban areas ( P <0.05). The median inpatient mortality was estimated to be 9% in 2017 ( P <0.05), which has decreased from 10%( P <0.05) in 2011. The total charges per admission have increased steadily from $58,406 in 2011 to $78,791 in 2017 ( P <0.05). The median length of stay has increased from 5.79 (SD 6.93) in 2011 to 6.07 (SD 8.3) in 2017( P <0.05). The most common mortality risk factor was sepsis, Acute renal failure, and GI hemorrhage. CONCLUSION HCC-related admissions continue to be on the rise. HCC mortality has decreased across the years with earlier diagnoses and advances in therapy. However, we observed a significant increase in financial burden on health care with increasing in-hospital costs, a finding that needs to be verified in prospective trials.
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Affiliation(s)
- Ali Wakil
- Division of Gastroenterology and Hepatology, Department of Medicine, Rutgers New Jersey Medical School, Newark
| | - Yi-Chia Wu
- Division of Gastroenterology and Hepatology, Saint Peter's University Hospital, New Brunswick
| | - Natale Mazzaferro
- Department of Biostatistics & Epidemiology, Rutgers School of Public Health. Piscataway, NJ
| | - Patricia Greenberg
- Department of Biostatistics & Epidemiology, Rutgers School of Public Health. Piscataway, NJ
| | - Nikolaos T Pyrsopoulos
- Division of Gastroenterology and Hepatology, Department of Medicine, Rutgers New Jersey Medical School, Newark
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Zhou H, Chen J, Liu K, Xu H. Prognostic factors and predictive nomogram models for early death in elderly patients with hepatocellular carcinoma: a population-based study. Front Mol Biosci 2023; 10:1275791. [PMID: 37908229 PMCID: PMC10613697 DOI: 10.3389/fmolb.2023.1275791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 10/05/2023] [Indexed: 11/02/2023] Open
Abstract
Background: Owing to an aging society, there has been an observed increase in the average age of patients diagnosed with hepatocellular carcinoma (HCC). Consequently, this study is centered on identifying the prognostic factors linked with early death among this elderly demographic diagnosed with HCC. Additionally, our focus extends to developing nomograms capable of predicting such outcomes. Methods: The Surveillance, Epidemiology and End Results (SEER) database underpinned this study, showcasing participants aged 75 and above diagnosed with HCC within the timeframe from 2010 to 2015. These participants were divided randomly, at a 7:3 ratio, into training and validation cohorts. Univariable and multivariable logistic regressions were applied to the training cohort in the identification of prognostic indicators of early death, forming the basis for nomogram development. To measure the efficacy of these nomograms within both cohorts, we resorted to Receiver Operating Characteristic (ROC) curves, along with GiViTI calibration belt and Decision Curve Analysis (DCA). Results: The study involved 1,163 elderly individuals diagnosed with HCC, having reported instances of 397 all-cause early deaths and 356 HCC-specific early deaths. The sample group was divided into two cohorts: a training group consisting of 815 individuals, and a validation cohort, comprised of 348 individuals. Multifactorial analysis identified grade, T-stage, surgery, radiation, chemotherapy, bone and lung metastasis as significant predictors of mortality from all causes. Meanwhile, race, grade, T-stage, surgery, radiation, chemotherapy, and bone metastasis were revealed to be estimative factors for cancer-specific mortality. Subsequently, these factors were used to develop nomograms for prediction. GiViTI calibration belt corroborated the acceptable coherence of the nomograms, DCA confirmed their valuable clinical applicability, and ROC curves evidenced satisfactory discriminative capacity within both training and validation cohorts. Conclusion: The nomograms utilized in this study proved instrumental in detecting early death among elderly individuals afflicted with HCC. This tool could potentially assist physicians in formulating individualized treatment strategies.
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Affiliation(s)
- Hao Zhou
- Department of Hepatobiliary and Pancreatic Surgery II, General Surgery Center, The First Hospital of Jilin University, Changchun, China
| | - Junhong Chen
- Department of Hepatobiliary and Pancreatic Surgery II, General Surgery Center, The First Hospital of Jilin University, Changchun, China
| | - Kai Liu
- Department of Hepatobiliary and Pancreatic Surgery II, General Surgery Center, The First Hospital of Jilin University, Changchun, China
| | - Hongji Xu
- Department of Abdominal Surgery, Guiqian International General Hospital, Guiyang, Guizhou, China
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Zhang H, Du X, Dong H, Xu W, Zhou P, Liu S, Qing X, Zhang Y, Yang M, Zhang Y. Risk factors and predictive nomograms for early death of patients with advanced hepatocellular carcinoma: a large retrospective study based on the SEER database. BMC Gastroenterol 2022; 22:348. [PMID: 35854221 PMCID: PMC9297630 DOI: 10.1186/s12876-022-02424-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 07/12/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is a kind of tumor with high invasiveness, and patients with advanced HCC have a higher risk of early death. The aim of the present study was to identify the risk factors of early death in patients with advanced HCC and establish predictive nomograms. METHODS Death that occurred within 3 months of initial diagnosis is defined as early death. Patients diagnosed with stage IV HCC between 2010 and 2015 were collected from the Surveillance, Epidemiology, and End Results database for model establishment and verification. Univariable and multivariable logistic regression analyses were used to identify the risk factors. Predictive nomograms were constructed and an internal validation was performed. Decision curve analysis (DCA) was used to verify the true clinical application value of the models. RESULTS Of 6603 patients (57% age > 60, 81% male, 70% white, 46% married), 21% and 79% had stage IVA and IVB, respectively. On the multivariable analyses, risk factors for early deaths in patients with stage IVA were age, tumor size, histological grade, alpha-fetoprotein (AFP), fibrosis score, tumor stage (T stage), surgery, radiotherapy, and chemotherapy, and that in stage IVB were age, histological grade, AFP, T stage, node stage (N stage), bone metastasis, lung metastasis, surgery, radiotherapy, and chemotherapy. The areas under the curves (AUCs) were 0.830 (95% CI 0.809-0.851) and 0.789 (95% CI 0.768-0.810) in stage IVA and IVB, respectively. Nomograms comprising risk factors with the concordance indexes (C-indexes) were 0.820 (95% CI 0.799-0.841) in stage IVA and 0.785 (95% CI 0.764-0.0.806) in stage IVB for internal validation (Bootstrapping, 1000re-samplings). The calibration plots of the nomograms show that the predicted early death was consistent with the actual value. The results of the DCA analysis show that the nomograms had a good clinical application. CONCLUSION The nomograms can be beneficial for clinicians in identifying the risk factors for early death of patients with advanced HCC and predicting the probability of early death, so as to allow for individualized treatment plans to be accurately selected.
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Affiliation(s)
- Haidong Zhang
- Medical School, Southeast University, Nanjing, China
| | - Xuanlong Du
- Medical School, Southeast University, Nanjing, China
| | - Hui Dong
- Medical School, Southeast University, Nanjing, China
| | - Wenjing Xu
- Medical School, Southeast University, Nanjing, China
| | | | - Shiwei Liu
- Medical School, Southeast University, Nanjing, China
| | - Xin Qing
- Medical School, Southeast University, Nanjing, China
| | - Yu Zhang
- Medical School, Southeast University, Nanjing, China
| | - Meng Yang
- Department of Ultrasound, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Yewei Zhang
- Hepatopancreatobiliary Center, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China.
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Taye BW, Clark PJ, Hartel G, Powell EE, Valery PC. Remoteness of residence predicts tumor stage, receipt of treatment, and mortality in patients with hepatocellular carcinoma. JGH OPEN 2021; 5:754-762. [PMID: 34263069 PMCID: PMC8264246 DOI: 10.1002/jgh3.12580] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 05/14/2021] [Accepted: 05/18/2021] [Indexed: 12/26/2022]
Abstract
Background and Aim Surveillance and early detection and curative treatment of hepatocellular carcinoma (HCC) are the mainstay of improving survival for patients, but there are several barriers to achieving this goal. We reported the impact of remoteness of residence on receipt of treatment, tumor stage, and survival in patients with HCC in Queensland. Methods We conducted a retrospective cohort study of 1651 HCC patients (147 migrants) from 1 January 2007 to 31 December 2016. We used Wilcoxon rank‐sum test to compare the median age at the time of diagnosis and Bayesian Weibull accelerated failure time regression to identify independent predictors of time to death. Results The median survival time after HCC diagnosis was 9.0 months (interquartile range 2.0–24.0). Metropolitan residence (P = 0.02), non‐English language (P < 0.001), foreign country of origin (P < 0.001), and HBV etiology (P < 0.001) were significantly associated with receiving surgical resection for HCC treatment. The strongest predictors of time to death were undifferentiated tumor at presentation (time ratio [TR] = 0.30, 95% credible interval (CrI) 0.23–0.39), age ≥70 years (TR = 0.42, 95% CrI 0.34–0.53), living in remote areas (TR = 0.67, 95% CrI 0.55–0.80), and presence of ≥1 comorbidity (TR = 0.69 95% CrI 0.54–0.90). All the other covariates adjusted, including country of birth (TR = 0.76, 95% CrI 0.49–1.06), did not predict survival time. Conclusions Patients living in rural and remote areas had late stage clinical presentation and poor survival. Remoteness of residence may limit access to HCC surveillance in at‐risk patients such as those with cirrhosis, and timely curative treatment to improve survival in these patients.
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Affiliation(s)
- Belaynew W Taye
- Faculty of Medicine University of Queensland Brisbane Queensland Australia.,Cancer and Chronic Disease Epidemiology Group QIMR Berghofer Medical Research Institute Brisbane Queensland Australia.,Mater Research Institute University of Queensland Brisbane Queensland Australia
| | - Paul J Clark
- Faculty of Medicine University of Queensland Brisbane Queensland Australia.,Mater Research Institute University of Queensland Brisbane Queensland Australia.,Department of Gastroenterology and Hepatology Mater Hospitals Brisbane Brisbane Queensland Australia.,Department of Gastroenterology and Hepatology Princess Alexandra Hospital Brisbane Queensland Australia
| | - Gunter Hartel
- Cancer and Chronic Disease Epidemiology Group QIMR Berghofer Medical Research Institute Brisbane Queensland Australia
| | - Elizabeth E Powell
- Department of Gastroenterology and Hepatology Princess Alexandra Hospital Brisbane Queensland Australia
| | - Patricia C Valery
- Faculty of Medicine University of Queensland Brisbane Queensland Australia.,Cancer and Chronic Disease Epidemiology Group QIMR Berghofer Medical Research Institute Brisbane Queensland Australia
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Younossi ZM, Stepanova M, Younossi I, Racila A. Development and validation of a hepatitis B-specific health-related quality-of-life instrument: CLDQ-HBV. J Viral Hepat 2021; 28:484-492. [PMID: 33306234 DOI: 10.1111/jvh.13451] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 11/20/2020] [Accepted: 11/26/2020] [Indexed: 01/08/2023]
Abstract
Hepatitis B virus (HBV) carries a large global burden. Efforts abound to decrease the burden, which necessitates reporting of patient-reported outcomes (PROs). We aimed to develop and validate an HBV-specific PRO instrument using the Chronic Liver Disease Questionnaire (CLDQ). Data were obtained from patients enrolled in our HBV registries who completed the CLDQ, Short Form-36 (SF-36) and FACIT-F. The sample was split randomly 1:1 into training and testing groups. A standard PRO instrument validation pipeline was used to develop and validate the new CLDQ-HBV instrument. HBV patients (n = 1,339) were 48 ± 13 years old, 60% male, 8% cirrhosis, with 53% receiving oral antivirals (OAV). After reduction of 10 redundant items, exploratory factor analysis for the remaining 19 items found 95% of variance was explained by five factors-emotional function, fatigue, systemic symptoms, worry and sleep. Good-to-excellent internal consistency was found: Cronbach's alphas 0.70-0.90 and item-to-own-domain correlations >0.50 for 18/19 items. Known-group validity tests discriminated between HBV patients with and without cirrhosis, with FIB-4 ≥ 3.25 vs <3.25, with and without history of depression or clinically overt fatigue (all p < 0.0001), and treatment (all p < 0.05, all but one <0.0001). After 48-week follow-up, HBV patients receiving OAV (N = 144) with ≥2.7 log 10/mL decline in HBV viral load experienced significant improvements in fatigue, worry and total CLDQ-HBV scores (p < 0.05). The newly developed CLDQ-HBV is a short, disease-specific PRO instrument for HBV patients which was developed and validated using large data set and an established methodology showing excellent psychometric characteristics.
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Affiliation(s)
- Zobair M Younossi
- Betty and Guy Beatty Center for Integrated Research, Inova Health System, Falls Church, VA, USA
| | - Maria Stepanova
- Center for Outcomes Research in Liver Disease, Washington, DC, USA
| | - Issah Younossi
- Center for Outcomes Research in Liver Disease, Washington, DC, USA
| | - Andrei Racila
- Betty and Guy Beatty Center for Integrated Research, Inova Health System, Falls Church, VA, USA
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Gu L, Yao Q, Shen Z, He Y, Ng DM, Yang T, Chen B, Chen P, Mao F, Yu Q. Comparison of tenofovir versus entecavir on reducing incidence of hepatocellular carcinoma in chronic hepatitis B patients: A systematic review and meta-analysis. J Gastroenterol Hepatol 2020; 35:1467-1476. [PMID: 32180249 DOI: 10.1111/jgh.15036] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2020] [Revised: 03/08/2020] [Accepted: 03/09/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND AND AIM Studies had shown that tenofovir (TDF) and entecavir (ETV) are widely used as the first-line therapy to inhibit hepatitis B virus replication, which can reduce the risk of hepatocellular carcinoma (HCC) in chronic hepatitis B (CHB) patients, but it was unclear which nucleos(t)ide analogue was most effective. Therefore, we performed a meta-analysis and a systematic review to compare the incidence of HCC in CHB patients who are either on TDF or ETV. METHODS For this study, the following databases were searched for clinical trials published from its inception until November 2019: PubMed, Web of Science, MEDLINE, Embase, and Cochrane Library. RESULTS A total of 11 eligible studies were selected, including 70 864 patients. The meta-analysis showed that TDF was superior to ETV with regard to the incidence of HCC, the incidence of death or transplantation, and virologic response. There were no significant differences in terms of biochemical response and loss of seroconversion response among the entire cohort. CONCLUSIONS The conclusion was that CHB patients treated with TDF had a reduced incidence of HCC compared with patients treated with ETV.
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Affiliation(s)
- Lihu Gu
- Department of General Surgery, HwaMei Hospital, University of Chinese Academy of Sciences, Ningbo, China.,Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, Ningbo, China
| | - Qigu Yao
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Zefeng Shen
- Department of General Surgery, Zhejiang University School of Medicine Sir Run Run Shaw Hospital, Hangzhou, China
| | - Ying He
- Zhejiang Chinese Medical University, Hangzhou, China
| | | | - Tong Yang
- Department of Tumor HIFU Therapy, HwaMei Hospital, University of Chinese Academy of Sciences, Ningbo, China
| | - Bangsheng Chen
- Emergency Medical Center, Ningbo Yinzhou No.2 Hospital, Ningbo, China
| | - Ping Chen
- Department of General Surgery, HwaMei Hospital, University of Chinese Academy of Sciences, Ningbo, China
| | - Feiyan Mao
- Department of General Surgery, HwaMei Hospital, University of Chinese Academy of Sciences, Ningbo, China
| | - Qili Yu
- Emergency Medical Center, Ningbo Yinzhou No.2 Hospital, Ningbo, China
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Fukuda H, Sato D, Moriwaki K, Ishida H. Differences in healthcare expenditure estimates according to statistical approach: A nationwide claims database study on patients with hepatocellular carcinoma. PLoS One 2020; 15:e0237316. [PMID: 32790706 PMCID: PMC7425973 DOI: 10.1371/journal.pone.0237316] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Accepted: 07/25/2020] [Indexed: 01/01/2023] Open
Abstract
AIM Disease-associated healthcare expenditures are generally calculated using matched comparisons or regression-based analyses, but little is known about their differences in estimates. This aim of this study was to compare the differences between disease-associated healthcare expenditures estimated using these 2 methods. METHODS In this retrospective cohort study, a matched comparison was first conducted by matching cases with controls using sex, age, and comorbidities to estimate disease-associated expenditures. The cases were then used in a fixed-effects analysis that compared expenditures before and after disease occurrence. The subjects were adults (≥20 years) with primary hepatocellular carcinoma (HCC) who underwent treatment (including surgical resection, locoregional therapy, transcatheter arterial chemoembolization, and transarterial embolization) at a Japanese hospital between April 2010 and March 2018. We calculated the total healthcare expenditures per patient per month according to treatment and disease phase (initial, continuing, and terminal). RESULTS There were 14,923 cases in the initial/continuing phases and 15,968 cases in the terminal phase. In the initial/continuing phases, 3,552 patients underwent surgical resection only, with HCC-associated expenditures of $5,555 according to the matched comparison and $5,889 according to the fixed-effects analysis (proportional difference: 94.3%). The initial phase expenditures were approximately 9% higher in the fixed-effects analysis, whereas the continuing phase expenditures were approximately 7% higher in the matched comparison. The expenditures in the terminal phase were 93.1% higher in the fixed-effects analysis. CONCLUSIONS The 2 methods produced similar estimates of HCC-associated healthcare expenditures in the initial/continuing phases. However, terminal phase expenditures were substantially different between the methods.
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Affiliation(s)
- Haruhisa Fukuda
- Department of Health Care Administration and Management, Kyushu University Graduate School of Medical Sciences, Fukuoka, Japan
| | - Daisuke Sato
- Center for Next Generation of Community Health, Chiba University Hospital, Chiba, Japan
| | - Kensuke Moriwaki
- Comprehensive Unit for Health Economic Evidence Review and Decision Support, Ritsumeikan University, Kyoto, Japan
| | - Haku Ishida
- Department of Medical Informatics & Decision Sciences, Yamaguchi University, Yamaguchi, Japan
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Aly A, Ronnebaum S, Patel D, Doleh Y, Benavente F. Epidemiologic, humanistic and economic burden of hepatocellular carcinoma in the USA: a systematic literature review. Hepat Oncol 2020; 7:HEP27. [PMID: 32774837 PMCID: PMC7399607 DOI: 10.2217/hep-2020-0024] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 07/01/2020] [Indexed: 12/24/2022] Open
Abstract
AIM To describe the epidemiologic, humanistic and economic burdens of hepatocellular carcinoma (HCC) in the USA. MATERIALS & METHODS Studies describing the epidemiology and economic burden from national cohorts, any economic models, or any humanistic burden studies published 2008-2018 were systematically searched. RESULTS HCC incidence was 9.5 per 100,000 person-years in most recent data, but was ∼100-times higher among patients with hepatitis/cirrhosis. Approximately a third of patients were diagnosed with advanced disease. Patients with HCC experienced poor quality of life. Direct costs were substantial and varied based on underlying demographics, disease stage and treatment received. Between 25-77% of patients did not receive surgical, locoregional or systemic treatment. CONCLUSION Better treatments are needed to extend survival and improve quality of life for patients with HCC.
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Affiliation(s)
| | | | - Dipen Patel
- Pharmerit – an OPEN Health Company, Bethesda, MD 20814, USA
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Lee SW, Kwon JH, Lee HL, Yoo SH, Nam HC, Sung PS, Nam SW, Bae SH, Choi JY, Yoon SK, Han NI, Jang JW. Comparison of tenofovir and entecavir on the risk of hepatocellular carcinoma and mortality in treatment-naïve patients with chronic hepatitis B in Korea: a large-scale, propensity score analysis. Gut 2020; 69:1301-1308. [PMID: 31672838 PMCID: PMC7306978 DOI: 10.1136/gutjnl-2019-318947] [Citation(s) in RCA: 97] [Impact Index Per Article: 19.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Revised: 09/25/2019] [Accepted: 10/18/2019] [Indexed: 02/06/2023]
Abstract
OBJECTIVE The use of tenofovir (TDF) and entecavir (ETV) in patients with chronic hepatitis B (CHB) has led to a decrease in the incidence of hepatocellular carcinoma (HCC) and liver-related events. However, whether there is a difference between the two agents in the extent of improving such outcomes has not been clarified thus far. Therefore, we aimed to compare TDF and ETV on the risk of HCC and mortality. DESIGN A total of 7015 consecutive patients with CHB who were treated with TDF or ETV between February 2007 and January 2018 at the liver units of the Catholic University of Korea were screened for study eligibility and 3022 patients were finally analysed. Study end points were HCC and all-cause mortality or liver transplantation (LT) within 5 years after the initiation of antiviral therapy. Propensity score matching (PSM) and inverse probability of treatment weighting methods were used. RESULTS No difference was observed between TDF and ETV in the incidence rates of HCC in the entire cohort (HR 1.030; 95% CI 0.703 to 1.509, PSM model, p=0.880) and subgroups of patients with chronic hepatitis and cirrhosis. Also, no difference was observed between TDF and ETV in the incidence rates of all-cause mortality or LT in the entire cohort (HR 1.090; 95% CI 0.622 to 1.911, PSM model, p=0.763), and patients with chronic hepatitis and cirrhosis. CONCLUSION This study has demonstrated the clinical outcomes in patients with CHB who received TDF or ETV treatment. There was no difference in the intermediate-term risk of HCC and mortality or LT between the two drugs.
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Affiliation(s)
- Sung Won Lee
- Division of Hepatology, Department of Internal Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- The Catholic University Liver Research Center, Seoul, Republic of Korea
| | - Jung Hyun Kwon
- Division of Hepatology, Department of Internal Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- The Catholic University Liver Research Center, Seoul, Republic of Korea
| | - Hae Lim Lee
- Division of Hepatology, Department of Internal Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- The Catholic University Liver Research Center, Seoul, Republic of Korea
| | - Sun Hong Yoo
- Division of Hepatology, Department of Internal Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- The Catholic University Liver Research Center, Seoul, Republic of Korea
| | - Hee Chul Nam
- Division of Hepatology, Department of Internal Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- The Catholic University Liver Research Center, Seoul, Republic of Korea
| | - Pil Soo Sung
- Division of Hepatology, Department of Internal Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- The Catholic University Liver Research Center, Seoul, Republic of Korea
| | - Soon Woo Nam
- Division of Hepatology, Department of Internal Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- The Catholic University Liver Research Center, Seoul, Republic of Korea
| | - Si Hyun Bae
- Division of Hepatology, Department of Internal Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- The Catholic University Liver Research Center, Seoul, Republic of Korea
| | - Jong Young Choi
- Division of Hepatology, Department of Internal Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- The Catholic University Liver Research Center, Seoul, Republic of Korea
| | - Seung Kew Yoon
- Division of Hepatology, Department of Internal Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- The Catholic University Liver Research Center, Seoul, Republic of Korea
| | - Nam Ik Han
- Division of Hepatology, Department of Internal Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- The Catholic University Liver Research Center, Seoul, Republic of Korea
| | - Jeong Won Jang
- Division of Hepatology, Department of Internal Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- The Catholic University Liver Research Center, Seoul, Republic of Korea
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Among Medicare Patients With Hepatocellular Carcinoma, Non-alcoholic Fatty Liver Disease is the Most Common Etiology and Cause of Mortality. J Clin Gastroenterol 2020; 54:459-467. [PMID: 30672817 DOI: 10.1097/mcg.0000000000001172] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
GOALS The main purpose of this study was to assess the recent trends in mortality and health care utilization of hepatocellular carcinoma (HCC) among Medicare population in the United States. BACKGROUND The incidence of HCC is increasing in the United States. MATERIALS AND METHODS Data were obtained for a sample of Medicare beneficiary from 2005 to 2014. Diagnosis of HCC and etiology of liver disease were based on ICD-9 codes. Temporal trends in HCC rates, clinical, demographical and utilization parameters were analyzed by joinpoint regression model. RESULTS Study cohort included 13,648 Medicare recipients with HCC (mean age: 70.0 y, 62.8% male and 76.0% white). Non-alcoholic fatty liver disease (NAFLD) was the most common cause of HCC in the inpatient (32.07%) and outpatient (20.22%) followed by hepatitis C virus (HCV) (19.2% and 9.75%, respectively). Between 2005 and 2014, HCC rate per 100,000 Medicare recipients increased from 46.3 to 62.8 [average annual percentage change (AAPC) =3.4%, P<0.001]. Rate of HCV-HCC increased from 6.18 to 16.54 (AAPC=11.8%, P<0.001) while the NAFLD-HCC increased from 9.32 to 13.61, P<0.001). Overall 1-year mortality decreased from 46.2% to 42.1% (AAPC=-1.7%, P=0.004). Total charges increased from $67,679 to $99,420 (AAPC=5.1%, P<0.001) for inpatients and from $11,933 to $32,084 (P<0.001) for outpatients. On comparison of patients with hepatitis B virus-HCC, those with NAFLD-HCC (odds ratio: 1.87, P<0.001) had higher risk of mortality. On comparison of patients with hepatitis B virus-HCC, those with HCV-HCC had higher charges (percent change: 24.33%, 95% confidence interval: 1.02%-53.02%, P=0.040). CONCLUSIONS Although HCC rates are increasing, the overall mortality is decreasing. NAFLD is the most important cause of HCC and an independent predictor of HCC in the outpatient setting for Medicare patients with HCC.
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Likhitsup A, Parikh ND. Economic Implications of Hepatocellular Carcinoma Surveillance and Treatment: A Guide for Clinicians. PHARMACOECONOMICS 2020; 38:5-24. [PMID: 31573053 DOI: 10.1007/s40273-019-00839-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
The incidence of hepatocellular carcinoma (HCC) is increasing worldwide, with significant morbidity and associated costs. Treatment allocation depends on the stage of diagnosis; however, resource utilization can be significant across all stages. We aimed to summarize the available data on the cost effectiveness of surveillance of and treatments for HCC in the context of current treatment guidelines. We performed a focused review of studies investigating the economic burden and cost effectiveness of HCC surveillance treatment modalities published between January 2000 and January 2019. The overall economic burden of HCC is increasing in the USA and in several countries worldwide due to its rising incidence and the proliferation of therapies. Liver transplantation is a cost-effective strategy for early-stage HCC treatment in selected patients. In settings where liver transplantation is not available or in patients awaiting transplant, ablative or locoregional therapies are cost effective with increases in quality-adjusted life-years. First-line therapy with sorafenib for advanced stage HCC is cost effective in the treatment of compensated cirrhosis. The cost effectiveness of recently approved systemic therapies for advanced HCC require further investigation. Existing studies have shown that guideline-recommended surveillance techniques and several available therapies for the treatment of HCC are cost effective; however, there are limitations in the literature, including reliance on suboptimal modeling with incomplete/simplified model structure or inadequate inputs. With increasing therapeutic options in patients with HCC, understanding their relative value is critical in designing HCC treatment algorithms.
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Affiliation(s)
- Alisa Likhitsup
- Division of Gastroenterology and Hepatology, University of Missouri, Kansas City, MO, USA
| | - Neehar D Parikh
- Division of Gastroenterology and Hepatology, University of Michigan, 1500 E. Medical Center Dr., Ann Arbor, MI, 48109, USA.
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12
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Deshpande R, Stepanova M, Golabi P, Brown K, Younossi ZM. Prevalence, mortality and healthcare utilization among Medicare beneficiaries with Hepatitis C in Haemodialysis units. J Viral Hepat 2019; 26:1293-1300. [PMID: 31294521 DOI: 10.1111/jvh.13173] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Revised: 05/08/2019] [Accepted: 06/17/2019] [Indexed: 12/19/2022]
Abstract
Hepatitis C (HCV) is more common among patients with end-stage renal disease requiring haemodialysis compared to the general population. Thus, we aimed to assess trends in prevalence, health resource utilization and mortality among Medicare beneficiaries with HCV on haemodialysis. This is a retrospective study of outpatient and inpatient claims for Medicare beneficiaries receiving haemodialysis (2005-2016). A total of 291 663 subjects on haemodialysis were included (67.3 ± 15.2 years, 55% male, 55% white, 49% age-based eligibility). The prevalence of HCV in subjects on haemodialysis was stable and was significantly higher (mean 4.2% in 2005-2016, P = 0.50 for the trend) than in subjects not on haemodialysis (<1%). In multivariate analysis, liver cirrhosis (odds ratio = 3.4 (95% CI = 3.3-3.6)) was an independent predictor of 1-year mortality among haemodialysis patients. Mean total inpatient payments in dialysis patients with HCV remained stable during 2005 ($73 803) through 2016 ($72 133) (trend P = 0.54) while mean total outpatient payment decreased from 2005 ($53 497) to 2016 ($35 439; trend P = 0.0013). In multivariate analysis, after adjustment for age, gender, race and location, both HCV and cirrhosis remained significant contributors to greater spending [HCV: inpatient +22.1% (+19.2%-25%), HCV: outpatient +18.4% (+14.6%-22.2%), cirrhosis: inpatient +59.7% (+56.9%-62.6%), cirrhosis: outpatient +9.4% (+6.2%-12.6%)]. In conclusion, HCV-infected Medicare patients receiving haemodialysis incur greater resource utilization; mortality is higher in patients with cirrhosis only. Although HCV prevalence in Medicare haemodialysis recipients is higher than in patients without haemodialysis, these rates are lower than reported, suggesting potential under-screening for HCV in this high-risk population.
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Affiliation(s)
- Rati Deshpande
- Betty and Guy Beatty Center for Integrated Research, Inova Health System, Falls Church, Virginia
| | - Maria Stepanova
- Center for Outcomes Research in Liver Diseases, Washington, District of Columbia
| | - Pegah Golabi
- Betty and Guy Beatty Center for Integrated Research, Inova Health System, Falls Church, Virginia
| | - Kimberly Brown
- Division of Gastroenterology, Henry Ford Hospital, Detroit, Michigan
| | - Zobair M Younossi
- Betty and Guy Beatty Center for Integrated Research, Inova Health System, Falls Church, Virginia.,Center For Liver Disease, Department of Medicine, Inova Fairfax Medical Campus, Falls Church, Virginia
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Al-Qahtani AA, Pourkarim MR, Trovão NS, Vergote V, Li G, Thijssen M, Abdo AA, Sanai FM, Dela Cruz D, Bohol MFF, Al-Anazi MR, Al-Ahdal MN. Molecular epidemiology, phylogenetic analysis and genotype distribution of hepatitis B virus in Saudi Arabia: Predominance of genotype D1. INFECTION GENETICS AND EVOLUTION 2019; 77:104051. [PMID: 31634640 DOI: 10.1016/j.meegid.2019.104051] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Revised: 08/28/2019] [Accepted: 09/24/2019] [Indexed: 02/06/2023]
Abstract
Despite the implementation of various vaccination programs, hepatitis B virus (HBV) poses a considerable health problem in Saudi Arabia. Insight on HBV evolutionary history in the region is limited. We performed a comprehensive epidemiological and phylogenetic reconstruction based on a large cohort of HBV infected patients. Three hundred and nineteen HBV-infected patients with different clinical manifestations, including inactive and active chronic carriers and patients with cirrhosis and hepatocellular carcinoma (HCC), were enrolled in this study. The full-length large S gene was amplified and sequenced. Phylogenetic analysis was performed to determine the genotype and subgenotypes of the isolates. Phylogenetic tree analysis revealed that genotype D is the most dominant genotype among patients. Moreover, this analysis identified two strains with genotype E isolated from active carriers. Detailed phylogenetic analyses confirmed the presence of four HBV D subgenotypes, D1 (93%, n = 296), D2 (0.02%, n = 5), D3 (0.003%, n = 1), and D4 (0.003%, n = 1). In addition, six genotype D strains were not assigned to any existing HBV D subgenotype. The large S gene of eight strains showed signatures of genotype recombination between the genotypes D and A and between D and E. Several strains harbored medically important point mutations at the protein level. Along with the dominance of the HBV genotype D, isolation of the E genotype and several recombinant strains from patients with Saudi Arabian origin is an essential result for decisions involving therapeutic measures for patients. Development of vaccines and detection of diagnostic escape mutations at antigenic epitopes on the HBsAg will be valuable to public health authorities. Furthermore, the diversity at the nucleotide and amino acid levels and different proportions of dN/dS at the PreS1, PreS2, and HBsAg reveal the selective pressure trend from inactive status towards advanced liver diseases.
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Affiliation(s)
- Ahmed A Al-Qahtani
- Department of Infection and Immunity, Research Center, King Faisal Specialist Hospital & Research Center, Riyadh, Saudi Arabia; Department of Microbiology and Immunology, Alfaisal University, School of Medicine, Riyadh, Saudi Arabia.
| | - Mahmoud Reza Pourkarim
- KU Leuven, Department of Microbiology, Immunology and Transplantation, Rega Institute, Division of Clinical and Epidemiological Virology, Leuven, Belgium
| | - Nídia Sequeira Trovão
- KU Leuven, Department of Microbiology, Immunology and Transplantation, Rega Institute, Division of Clinical and Epidemiological Virology, Leuven, Belgium
| | - Valentijn Vergote
- KU Leuven, Department of Microbiology, Immunology and Transplantation, Rega Institute, Division of Clinical and Epidemiological Virology, Leuven, Belgium
| | - Guangdi Li
- Department of Public Health, Central South University, Changsha 410078, Hunan, China
| | - Marijn Thijssen
- KU Leuven, Department of Microbiology, Immunology and Transplantation, Rega Institute, Division of Clinical and Epidemiological Virology, Leuven, Belgium
| | - Ayman A Abdo
- Section of Gastroenterology, Department of Medicine, College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Faisal M Sanai
- Gastroenterology Unit, Department of Medicine, King Abdulaziz Medical City, Jeddah, Saudi Arabia
| | - Damian Dela Cruz
- Department of Infection and Immunity, Research Center, King Faisal Specialist Hospital & Research Center, Riyadh, Saudi Arabia
| | - Marie Fe F Bohol
- Department of Infection and Immunity, Research Center, King Faisal Specialist Hospital & Research Center, Riyadh, Saudi Arabia
| | - Mashael R Al-Anazi
- Department of Infection and Immunity, Research Center, King Faisal Specialist Hospital & Research Center, Riyadh, Saudi Arabia
| | - Mohammed N Al-Ahdal
- Department of Infection and Immunity, Research Center, King Faisal Specialist Hospital & Research Center, Riyadh, Saudi Arabia; Department of Microbiology and Immunology, Alfaisal University, School of Medicine, Riyadh, Saudi Arabia
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Resource Utilization and Outcomes of Medicare Recipients With Chronic Hepatitis B in the United States. J Clin Gastroenterol 2019; 53:e341-e347. [PMID: 30106839 DOI: 10.1097/mcg.0000000000001110] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
GOALS To assess the outcomes and resource utilization of chronic hepatitis B (CH-B) among Medicare beneficiaries. BACKGROUND CH-B is highly prevalent among immigrants from endemic areas. Although incidence of CH-B is stable in the United States, CH-B patients have become Medicare eligible. STUDY We used the inpatient and outpatient Medicare database (2005 to 2014). Adult patients with CH-B diagnosis were included. One-year mortality and resource utilization were assessed. Independent associations with resource utilization and mortality were determined using multivariate analysis. RESULTS Study cohort included 18,603 Medicare recipients with CH-B. Between 2005 and 2014, number of Medicare beneficiaries with CH-B increased by 4.4% annually. The proportion of beneficiaries with CH-B who were whites decreased while those who were Asians increased (P<0.05). Furthermore, 7.4% of CH-B Medicare cohort experienced decompensated cirrhosis, 2.9% hepatocellular carcinoma (HCC) and 11.9% 1-year mortality. Although the number of inpatients with CH-B remained stable, the number of outpatient encounters increased. Annual total inpatient charges increased from $66,610 to $94,221 while these charges for outpatient increased from $9257 to $47,863. In multivariate analysis, age [odds ratio (OR), 1.05; 95% confidence interval (CI), 1.04-1.05], male gender [OR, 1.24 (95% CI, 1.12-1.38)], decompensated cirrhosis [OR, 3.02 (95% CI, 2.63-3.48)], HCC [OR, 2.64 (95% CI, 2.10-3.32)], and higher Charlson comorbidity index [OR, 1.24 (95% CI, 1.21-1.27)] were independently associated with increased 1-year mortality. HCC and higher Charlson comorbidity index were also associated with higher inpatient and outpatient charges, and inpatient length of stay (all P<0.001). CONCLUSIONS CH-B infection has been rising in Medicare population and is responsible for significant mortality and resource utilization.
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Yeo YH, Le MH, Chang ET, Henry L, Nguyen MH. Prevalence of Undetectable Vaccine-Induced Immunity Against Hepatitis B Virus in US Adults at High Risk for Infection. Hepatology 2019; 69:1385-1397. [PMID: 30246260 DOI: 10.1002/hep.30285] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2018] [Accepted: 09/14/2018] [Indexed: 12/24/2022]
Abstract
In 2015, the Centers for Disease Control and Prevention reported a substantial increase in the number of acute hepatitis B virus (HBV) infections in the United States. Although national guidelines recommend vaccination of adults at high risk for HBV infection, the prevalence of undetectable immunity (i.e., susceptibility) in this population remains unknown. In this study, we analyzed a nationally representative sample using the National Health and Nutrition Examination Survey to evaluate the prevalence, trend, and predictors of undetectable vaccine-induced antibodies against HBV surface antigen (<10 mIU/mL) among high-risk adults from 2003-2014. Among adults at high risk for HBV infection, the prevalence of undetectable immunity decreased from 83.2% in 2003-2004 (95% confidence interval [CI]: 81.3-85.0) to 69.4% (about 64 million) in 2013-2014 (95% CI: 66.0-72.6). The prevalence decreased significantly in individuals with multiple sex partners or sexually transmitted disease and in pregnant women. However, there were no significant changes in men who have sex with men (MSMs), intravenous drug users (IDUs), hepatitis C virus (HCV)-infected and patients with diabetes, and those with elevated aspartate aminotransferase/alanine aminotransferase (AST/ALT). Mexican Americans had the highest prevalence of undetectable immunity (77.6%, 95% CI: 72.6-81.9), followed by non-Hispanic whites (70.1%, 95% CI: 66.9-73.1). Older age, lower socioeconomic status, and having at least 1 high-risk factor were associated with a higher risk of undetectable immunity, whereas an increased risk among the foreign-born disappeared after multivariable adjustment. Conclusion: Approximately 64 million high-risk adults in the United States remain susceptible to HBV infection, especially MSMs, IDUs, diabetics, HCV patients, and populations with elevated AST/ALT. To eliminate HBV, efforts should be made to increase screening and vaccination in high-risk adults.
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Affiliation(s)
- Yee Hui Yeo
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Palo Alto, CA
| | - Michael H Le
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Palo Alto, CA
| | - Ellen T Chang
- Center for Health Sciences, Exponent Inc, Menlo Park, CA
| | - Linda Henry
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Palo Alto, CA
| | - Mindie H Nguyen
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Palo Alto, CA
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Abstract
Liver cancer is one of the leading causes of cancer-related mortality around the world. Hepatocellular carcinoma (HCC) is the primary cancer of the liver, accounting for the majority of liver cancers. The risk factors associated with HCC include chronic infections with HBV and HCV, alcoholic liver disease, and nonalcoholic fatty liver disease. Additionally, male patients have higher risk for than females, and the risk increases with older age. Mortality rates for HCC parallel its increasing incidence rates. In this context, incidence rate for HCC shows geographic variations in different parts of the world and is heavily affected by regional differences in risk factor for liver disease. The highest incidence rates for HCC are observed in Asia and Africa, while Europe and North America have lower rates. In fact, HBV is still regarded as the leading cause of HCC globally, while HCV is the most common cause of HCC in the USA. Recently, it has been suggested that HCC cases related to nonalcoholic fatty liver disease is on the rise, while the proportion of HCC attributed to alcoholic liver disease remains stable.
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Golabi P, Bush H, Stepanova M, Locklear CT, Jacobson IM, Mishra A, Trimble G, Erario M, Venkatesan C, Younossi I, Goodman Z, Younossi ZM. Liver Transplantation (LT) for Cryptogenic Cirrhosis (CC) and Nonalcoholic Steatohepatitis (NASH) Cirrhosis: Data from the Scientific Registry of Transplant Recipients (SRTR): 1994 to 2016. Medicine (Baltimore) 2018; 97:e11518. [PMID: 30075518 PMCID: PMC6081090 DOI: 10.1097/md.0000000000011518] [Citation(s) in RCA: 60] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Nonalcoholic steatohepatitis (NASH)-related cirrhosis and cryptogenic cirrhosis (CC) have become leading indications for liver transplantation (LT) in the US. Our aim was to compare the trends, clinical presentation, and outcomes for transplant candidates with NASH and CC.The Scientific Registry of Transplant Recipients (1994-2016) was used to select adult LT candidates and recipients with primary diagnoses of NASH and CC without hepatocellular carcinoma.Two lakh twenty-three thousand three hundred ninety-one LT candidates were listed between 1994 and 2016. Of these, 16,214 (7.3%) were listed for CC and 11,598 (5.2%) for NASH. Before 2004, NASH was seldom coded for an indication for LT, but became more common after 2009. Averaged across the study period, CC candidates compared with NASH candidates were younger and had fewer conditions of metabolic syndrome (MS). CC patients were more likely to have MS components in comparison to candidates with other chronic liver diseases (CLDs) (all P < .0001). For most of the study period, patients with CC or NASH were similarly more likely to be taken off the list due to deterioration or death, with to patients with other CLDs. Post-LT data were available for 14,052 transplant recipients with NASH or CC. With the exception of post-transplant diabetes, the outcomes of patients transplanted for CC and NASH were similar to those of other CLD patients.Number of LT due to CC and NASH cirrhosis is increasing. In the past decade, there is a shift from LT listing diagnosis from CC to NASH potentially related to increased awareness about NASH in transplant centers in the US.
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Affiliation(s)
- Pegah Golabi
- Betty and Guy Beatty Center for Integrated Research, Inova Health System
| | - Haley Bush
- Betty and Guy Beatty Center for Integrated Research, Inova Health System
| | - Maria Stepanova
- Center for Outcomes Research in Liver Diseases, Washington, DC
| | - Cameron T. Locklear
- Department of Medicine, Center for Liver Diseases, Inova Fairfax Hospital, Falls Church, VA
| | - Ira M. Jacobson
- Department of Medicine, Mount Sinai Beth Israel Hospital, New York, NY
| | - Alita Mishra
- Department of Medicine, Center for Liver Diseases, Inova Fairfax Hospital, Falls Church, VA
| | - Gregory Trimble
- Department of Medicine, Center for Liver Diseases, Inova Fairfax Hospital, Falls Church, VA
| | - Madeline Erario
- Department of Medicine, Center for Liver Diseases, Inova Fairfax Hospital, Falls Church, VA
| | - Chapy Venkatesan
- Department of Medicine, Center for Liver Diseases, Inova Fairfax Hospital, Falls Church, VA
| | - Issah Younossi
- Center for Outcomes Research in Liver Diseases, Washington, DC
| | - Zachary Goodman
- Betty and Guy Beatty Center for Integrated Research, Inova Health System
- Department of Medicine, Center for Liver Diseases, Inova Fairfax Hospital, Falls Church, VA
| | - Zobair M. Younossi
- Betty and Guy Beatty Center for Integrated Research, Inova Health System
- Department of Medicine, Center for Liver Diseases, Inova Fairfax Hospital, Falls Church, VA
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