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Hassanein T, Keaveny AP, Mantry P, Smith AD, McRae MP, Kittelson J, Helmke S, Everson GT. Liver function and portal-systemic shunting quantified by the oral cholate challenge test and risk for large oesophageal varices. Aliment Pharmacol Ther 2024; 60:246-256. [PMID: 38778481 PMCID: PMC11348877 DOI: 10.1111/apt.18054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 03/24/2024] [Accepted: 05/05/2024] [Indexed: 05/25/2024]
Abstract
BACKGROUND The quantitative HepQuant SHUNT test of liver function and physiology generates a disease severity index (DSI) that correlates with risk for clinical complications, such as large oesophageal varices (LEVs). A derivative test, HepQuant DuO, generates an equivalent DSI and simplifies testing by requiring only oral administration of the test solution and two blood samples at 20 and 60 min. AIMS Since the DSIs measured from DuO and SHUNT are equivalent, we compared the diagnostic performance for large oesophageal varices (LEVs) between the DSIs measured from DuO and SHUNT tests. METHODS This study combined the data from two prospectively conducted US studies: HALT-C and SHUNT-V. A total of 455 subjects underwent both the SHUNT test and esophagogastroduodenoscopy (EGD). RESULTS DSI scores correlated with the probability of LEVs (p < 0.001) and demonstrated a stepwise increase from healthy lean controls without liver disease to subjects with chronic liver disease and no, small or large varices. Furthermore, a cutoff of DSI ≤ 18.3 from DuO had a sensitivity of 0.98 (missing only one case) and, if applied to the endoscopy (EGD) decision, would have prevented 188 EGDs (41.3%). The AUROC for DSI from DuO did not differ from that of the reference SHUNT test method (0.82 versus 0.81, p = 0.3500). CONCLUSIONS DSI from HepQuant DuO links liver function and physiology to the risk of LEVs across a wide spectrum of patient characteristics, disease aetiologies and liver disease severity. DuO is minimally invasive, easy to administer, quantitative and may aid the decision to avoid or perform EGD for LEVs.
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Affiliation(s)
| | | | - Parvez Mantry
- The Liver Institute at Methodist Dallas Medical Center, Dallas, TX, US
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McRae MP, Kittelson J, Helmke SM, Everson GT. Advances in noninvasive measurement of liver function and physiology: The HepQuant DuO test. Basic Clin Pharmacol Toxicol 2024; 134:385-395. [PMID: 38225212 DOI: 10.1111/bcpt.13980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 12/29/2023] [Accepted: 01/02/2024] [Indexed: 01/17/2024]
Abstract
Current noninvasive liver tests are surrogates for fibrosis and lack ability to directly measure liver function. HepQuant tests measure liver function and physiology through hepatic uptake of stable cholate isotopes. HepQuant SHUNT (V1.0) involves oral and intravenous dosing and six blood samples over 90 min. We developed simplified test versions: SHUNT V2.0 (oral and intravenous dosing, two blood samples over 60 min) and DuO (oral dosing only, two blood samples over 60 min). The aim of this study was to evaluate equivalency of the simplified tests to the original SHUNT test. Data from three studies comprising 930 SHUNT tests were retrospectively analysed by each method. Equivalence was evaluated in terms of proportion of tests in which the difference between methods was less than any clinically meaningful difference and additionally by two one-sided t-test and bioequivalence methods. DuO and SHUNT V2.0 were equivalent to the original SHUNT test for Disease Severity Index, with >99% and >96% of tests falling within equivalence bounds. DuO and SHUNT V2.0 met equivalency criteria by two one-sided t-tests and bioequivalence. DuO and SHUNT V2.0 are easier to administer, are less invasive than the original SHUNT test and have potential to be more accepted by patients and providers.
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Biolato M, Vitale F, Galasso T, Gasbarrini A, Grieco A. Minimum platelet count threshold before invasive procedures in cirrhosis: Evolution of the guidelines. World J Gastrointest Surg 2023; 15:127-141. [PMID: 36896308 PMCID: PMC9988645 DOI: 10.4240/wjgs.v15.i2.127] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 12/09/2022] [Accepted: 02/07/2023] [Indexed: 02/27/2023] Open
Abstract
Cirrhotic patients with severe thrombocytopenia are at increased risk of bleeding during invasive procedures. The need for preprocedural prophylaxis aimed at reducing the risk of bleeding in cirrhotic patients with thrombocytopenia who undergo scheduled procedures is assessed via the platelet count; however, establishing a minimum threshold considered safe is challenging. A platelet count ≥ 50000/μL is a frequent target, but levels vary by provider, procedure, and specific patient. Over the years, this value has changed several times according to the different guidelines proposed in the literature. According to the latest guidelines, many procedures can be performed at any level of platelet count, which should not necessarily be checked before the procedure. In this review, we aim to investigate and describe how the guidelines have evolved in recent years in the evaluation of the minimum platelet count threshold required to perform different invasive procedures, according to their bleeding risk.
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Affiliation(s)
- Marco Biolato
- Department of Medical and Surgical Sciences, CEMAD, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome 00168, Italy
- Department of Internal Medicine, Catholic University of Sacred Heart, Rome 00168, Italy
| | - Federica Vitale
- Department of Internal Medicine, Catholic University of Sacred Heart, Rome 00168, Italy
| | - Tiziano Galasso
- Department of Internal Medicine, Catholic University of Sacred Heart, Rome 00168, Italy
| | - Antonio Gasbarrini
- Department of Medical and Surgical Sciences, CEMAD, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome 00168, Italy
- Department of Internal Medicine, Catholic University of Sacred Heart, Rome 00168, Italy
| | - Antonio Grieco
- Department of Medical and Surgical Sciences, CEMAD, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome 00168, Italy
- Department of Internal Medicine, Catholic University of Sacred Heart, Rome 00168, Italy
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Yu L, Paski SC, Dodge J, Bambha K, Biggins SW, Ioannou GN. Effect of dietary branched chain amino acids on liver related mortality: Results from a large cohort of North American patients with advanced HCV infection. PLoS One 2023; 18:e0284739. [PMID: 37098004 PMCID: PMC10128927 DOI: 10.1371/journal.pone.0284739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 04/06/2023] [Indexed: 04/26/2023] Open
Abstract
Branched chain amino acids (BCAA) supplementation may reduce the incidence of liver failure and hepatocellular carcinoma in patients with cirrhosis. We aimed to determine whether long-term dietary intake of BCAA is associated with liver-related mortality in a well-characterized cohort of North American patients with advanced fibrosis or compensated cirrhosis. We performed a retrospective cohort study using extended follow-up data from the Hepatitis C Antiviral Long-term Treatment against Cirrhosis (HALT-C) Trial. The analysis included 656 patients who completed two Food Frequency Questionnaires. The primary exposure was BCAA intake measured in grams (g) per 1000 kilocalories (kcal) of energy intake (range 3.0-34.8 g/1000 kcal). During a median follow-up of 5.0 years, the incidence of liver-related death or transplantation was not significantly different among the four quartiles of BCAA intake before and after adjustment of confounders (AHR 1.02, 95% CI 0.81-1.27, P-value for trend = 0.89). There remains no association when BCAA was modeled as a ratio of BCAA to total protein intake or as absolute BCAA intake. Finally, BCAA intake was not associated with the risk of hepatocellular carcinoma, encephalopathy or clinical hepatic decompensation. We concluded that dietary BCAA intake was not associated with liver-related outcomes in HCV-infected patients with advanced fibrosis or compensated cirrhosis. The precise effect of BCAA in patients with liver disease warrants further study.
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Affiliation(s)
- Lei Yu
- Division of Gastroenterology, University of Washington, Seattle, Washington, United States of America
| | - Shirley C Paski
- Division of Gastroenterology, Cedar Sinai School of Medicine, Los Angeles, California, United States of America
| | - Jennifer Dodge
- Department of Surgery, Division of Transplant Surgery, University of California San Francisco, San Francisco, California, United States of America
| | - Kiran Bambha
- Division of Gastroenterology, University of Washington, Seattle, Washington, United States of America
| | - Scott W Biggins
- Division of Gastroenterology, University of Washington, Seattle, Washington, United States of America
| | - George N Ioannou
- Division of Gastroenterology, University of Washington, Seattle, Washington, United States of America
- Veterans Affairs Puget Sound Health Care System, Seattle, Washington, United States of America
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Shah S, Chougule MB, Kotha AK, Kashikar R, Godugu C, Raghuvanshi RS, Singh SB, Srivastava S. Nanomedicine based approaches for combating viral infections. J Control Release 2021; 338:80-104. [PMID: 34375690 PMCID: PMC8526416 DOI: 10.1016/j.jconrel.2021.08.011] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 08/04/2021] [Accepted: 08/05/2021] [Indexed: 12/12/2022]
Abstract
Millions of people die each year from viral infections across the globe. There is an urgent need to overcome the existing gap and pitfalls of the current antiviral therapy which include increased dose and dosing frequency, bioavailability challenges, non-specificity, incidences of resistance and so on. These stumbling blocks could be effectively managed by the advent of nanomedicine. Current review emphasizes over an enhanced understanding of how different lipid, polymer and elemental based nanoformulations could be potentially and precisely used to bridle the said drawbacks in antiviral therapy. The dawn of nanotechnology meeting vaccine delivery, role of RNAi therapeutics in antiviral treatment regimen, various regulatory concerns towards clinical translation of nanomedicine along with current trends and implications including unexplored research avenues for advancing the current drug delivery have been discussed in detail.
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Affiliation(s)
- Saurabh Shah
- Department of Pharmaceutics, National Institute of Pharmaceutical Education and Research (NIPER), Hyderabad, India
| | - Mahavir Bhupal Chougule
- Department of Pharmaceutics and Drug Delivery, School of Pharmacy, University of Mississippi, MS, USA; Department Pharmaceutical Sciences, College of Pharmacy, Mercer University, Atlanta, GA 30341, USA
| | - Arun K Kotha
- Department of Pharmaceutics and Drug Delivery, School of Pharmacy, University of Mississippi, MS, USA; Department Pharmaceutical Sciences, College of Pharmacy, Mercer University, Atlanta, GA 30341, USA
| | - Rama Kashikar
- Department of Pharmaceutics and Drug Delivery, School of Pharmacy, University of Mississippi, MS, USA; Department Pharmaceutical Sciences, College of Pharmacy, Mercer University, Atlanta, GA 30341, USA
| | - Chandraiah Godugu
- Department of Biological Sciences, National Institute of Pharmaceutical Education and Research (NIPER), Hyderabad, India
| | - Rajeev Singh Raghuvanshi
- Indian Pharmacopoeia Commission, Ministry of Health & Family Welfare, Government of India, India
| | - Shashi Bala Singh
- Department of Biological Sciences, National Institute of Pharmaceutical Education and Research (NIPER), Hyderabad, India
| | - Saurabh Srivastava
- Department of Pharmaceutics, National Institute of Pharmaceutical Education and Research (NIPER), Hyderabad, India.
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Wei MT, Le MH, Landis C, Trinh H, Wong G, Le A, Zhang J, Cheung R, Nguyen MH. Evaluation of ethnic influence in the application of a hepatocellular carcinoma predictive model for chronic hepatitis C. J Med Virol 2021; 93:6257-6266. [PMID: 34219250 DOI: 10.1002/jmv.27168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 06/26/2021] [Indexed: 01/10/2023]
Abstract
Currently, there is no well-established algorithm predicting hepatocellular carcinoma (HCC) development in untreated hepatitis C virus (HCV) patients. We aimed to validate an algorithm (risk evaluation of viral load elevation and associated liver disease/HCV [REVEAL-HCV]: age, AST, ALT, HCV RNA, HCV genotype, and cirrhosis) developed in Taiwanese patients. We analyzed 1381 (50.1% White, 14.7% Hispanic, 13.8% Asian of diverse origin, and 7.8% African American) adult treatment-naïve HCV patients (no viral co-infection, no HCC within 6 months) at 4 U.S. and one Hong Kong centers (11/1994-10/2017). Compared to the non-Asian cohort, the Asian cohort had a higher percentage of patients in the low-risk group (46.1% vs. 26.1%) and a lower percentage in the high-risk group (12.0% vs. 20.3%, p < 0.01). Overall, 5-year HCC incidence were 1.75%, 4.71%, and 24.4% for low, medium, and high-risk patients, respectively (p < 0.0001). For the overall cohort, area under receiving operating characteristic curve (AUROC) for HCC prediction were 0.83 (95% confidence interval [CI]: 0.72-0.93), 0.82 (95% CI: 0.75-0.88), and 0.84 (95% CI: 0.77-0.89) for 1-, 3-, and 5-year HCC risk, respectively. There was a slightly lower AUROC for Asians compared to the non-Asian cohort at 3 years (0.75 vs. 0.83) and 5 years (0.78 vs. 0.84), though this was not statistically significant. In multivariable analysis, we found male sex, presence of metabolic syndrome as well as the risk score categories to be independently associated with HCC but not ethnicity. The REVEAL-HCV risk score has good validity for both Asian and non-Asian populations. Further studies should consider additional factors, such as sex, metabolic syndrome, and treatment status.
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Affiliation(s)
- Mike T Wei
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University, Palo Alto, California, USA
| | - Michael H Le
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University, Palo Alto, California, USA
| | - Charles Landis
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Washington, Seattle, Washington, USA
| | - Huy Trinh
- San Jose Gastroenterology, San Jose, California, USA
| | - Grace Wong
- Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - An Le
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University, Palo Alto, California, USA
| | - Jian Zhang
- Chinese Hospital, San Francisco, California, USA
| | - Ramsey Cheung
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University, Palo Alto, California, USA
| | - Mindie H Nguyen
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University, Palo Alto, California, USA
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Koretz RL, Jakobsen JC, Djurisic S, Poropat G, Hauser G, Bjelakovic M, Bjelakovic G, Gluud C. Who is wrong? Responses to Kwo et al. Am J Gastroenterol 2018; 113:779-780. [PMID: 29487409 DOI: 10.1038/s41395-018-0029-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2017] [Accepted: 01/05/2018] [Indexed: 12/11/2022]
Affiliation(s)
- Ronald L Koretz
- Granada Hills, Los Angeles, CA, USA. The Cochrane Hepato-Biliary Group, Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark. Department of Cardiology, Holbaek Hospital, Holbaek, Denmark. Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark. Department of Gastroenterology, Clinical Hospital Centre Rijeka, Rijeka, Croatia. Medical Faculty, University of Nis, Nis, Serbia. Department of Internal Medicine, Medical Faculty, University of Nis, Nis, Serbia
| | - Janus Christian Jakobsen
- Granada Hills, Los Angeles, CA, USA. The Cochrane Hepato-Biliary Group, Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark. Department of Cardiology, Holbaek Hospital, Holbaek, Denmark. Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark. Department of Gastroenterology, Clinical Hospital Centre Rijeka, Rijeka, Croatia. Medical Faculty, University of Nis, Nis, Serbia. Department of Internal Medicine, Medical Faculty, University of Nis, Nis, Serbia.,Granada Hills, Los Angeles, CA, USA. The Cochrane Hepato-Biliary Group, Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark. Department of Cardiology, Holbaek Hospital, Holbaek, Denmark. Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark. Department of Gastroenterology, Clinical Hospital Centre Rijeka, Rijeka, Croatia. Medical Faculty, University of Nis, Nis, Serbia. Department of Internal Medicine, Medical Faculty, University of Nis, Nis, Serbia
| | - Snezana Djurisic
- Granada Hills, Los Angeles, CA, USA. The Cochrane Hepato-Biliary Group, Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark. Department of Cardiology, Holbaek Hospital, Holbaek, Denmark. Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark. Department of Gastroenterology, Clinical Hospital Centre Rijeka, Rijeka, Croatia. Medical Faculty, University of Nis, Nis, Serbia. Department of Internal Medicine, Medical Faculty, University of Nis, Nis, Serbia
| | - Goran Poropat
- Granada Hills, Los Angeles, CA, USA. The Cochrane Hepato-Biliary Group, Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark. Department of Cardiology, Holbaek Hospital, Holbaek, Denmark. Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark. Department of Gastroenterology, Clinical Hospital Centre Rijeka, Rijeka, Croatia. Medical Faculty, University of Nis, Nis, Serbia. Department of Internal Medicine, Medical Faculty, University of Nis, Nis, Serbia
| | - Goran Hauser
- Granada Hills, Los Angeles, CA, USA. The Cochrane Hepato-Biliary Group, Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark. Department of Cardiology, Holbaek Hospital, Holbaek, Denmark. Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark. Department of Gastroenterology, Clinical Hospital Centre Rijeka, Rijeka, Croatia. Medical Faculty, University of Nis, Nis, Serbia. Department of Internal Medicine, Medical Faculty, University of Nis, Nis, Serbia
| | - Milica Bjelakovic
- Granada Hills, Los Angeles, CA, USA. The Cochrane Hepato-Biliary Group, Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark. Department of Cardiology, Holbaek Hospital, Holbaek, Denmark. Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark. Department of Gastroenterology, Clinical Hospital Centre Rijeka, Rijeka, Croatia. Medical Faculty, University of Nis, Nis, Serbia. Department of Internal Medicine, Medical Faculty, University of Nis, Nis, Serbia
| | - Goran Bjelakovic
- Granada Hills, Los Angeles, CA, USA. The Cochrane Hepato-Biliary Group, Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark. Department of Cardiology, Holbaek Hospital, Holbaek, Denmark. Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark. Department of Gastroenterology, Clinical Hospital Centre Rijeka, Rijeka, Croatia. Medical Faculty, University of Nis, Nis, Serbia. Department of Internal Medicine, Medical Faculty, University of Nis, Nis, Serbia
| | - Christian Gluud
- Granada Hills, Los Angeles, CA, USA. The Cochrane Hepato-Biliary Group, Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark. Department of Cardiology, Holbaek Hospital, Holbaek, Denmark. Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark. Department of Gastroenterology, Clinical Hospital Centre Rijeka, Rijeka, Croatia. Medical Faculty, University of Nis, Nis, Serbia. Department of Internal Medicine, Medical Faculty, University of Nis, Nis, Serbia
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Assessing risk of fibrosis progression and liver-related clinical outcomes among patients with both early stage and advanced chronic hepatitis C. PLoS One 2017; 12:e0187344. [PMID: 29108017 PMCID: PMC5673203 DOI: 10.1371/journal.pone.0187344] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Accepted: 10/18/2017] [Indexed: 02/07/2023] Open
Abstract
OBJECTIVE Assessing risk of adverse outcomes among patients with chronic liver disease has been challenging due to non-linear disease progression. We previously developed accurate prediction models for fibrosis progression and clinical outcomes among patients with advanced chronic hepatitis C (CHC). The primary aim of this study was to validate fibrosis progression and clinical outcomes models among a heterogeneous patient cohort. DESIGN Adults with CHC with ≥3 years follow-up and without hepatic decompensation, hepatocellular carcinoma (HCC), liver transplant (LT), HBV or HIV co-infection at presentation were analyzed (N = 1007). Outcomes included: 1) fibrosis progression 2) hepatic decompensation 3) HCC and 4) LT-free survival. Predictors included longitudinal clinical and laboratory data. Machine learning methods were used to predict outcomes in 1 and 3 years. RESULTS The external cohort had a median age of 49.4 years (IQR 44.3-54.3); 61% were male, 80% white, and 79% had genotype 1. At presentation, 73% were treatment naïve and 31% had cirrhosis. Fibrosis progression occurred in 34% over a median of 4.9 years (IQR 3.2-7.6). Clinical outcomes occurred in 22% over a median of 4.4 years (IQR 3.2-7.6). Model performance for fibrosis progression was limited due to small sample size. The area under the receiver operating characteristic curve (AUROC) for 1 and 3-year risk of clinical outcomes was 0.78 (95% CI 0.73-0.83) and 0.76 (95% CI 0.69-0.81). CONCLUSION Accurate assessments for risk of clinical outcomes can be obtained using routinely collected data across a heterogeneous cohort of patients with CHC. These methods can be applied to predict risk of progression in other chronic liver diseases.
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Genetic variants underlying vitamin D metabolism and VDR-TGFβ-1-SMAD3 interaction may impact on HCV progression: a study based on dbGaP data from the HALT-C study. J Hum Genet 2017; 62:969-977. [PMID: 28703134 DOI: 10.1038/jhg.2017.75] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2017] [Revised: 06/17/2017] [Accepted: 06/19/2017] [Indexed: 02/06/2023]
Abstract
Vitamin D deficiency is prevalent in liver disease and vitamin D has been shown to decrease hepatic fibrosis through an anti-TGFβ-1/SMAD3 effect mediated by the vitamin D receptor. Thus, we hypothesized that genetic variants involved in vitamin D metabolism and/or VDR/TGFβ-1/SMAD3 interaction could impact on the progression of chronic HCV. We obtained or imputed genotypes for 40 single nucleotide polymorphisms (SNPs) located in genes implicated in vitamin D metabolism from the HALT-C cohort via dbGaP. The HALT-C study followed 692 chronic HCV patients over 4 years, evaluating clinical outcomes including worsening of fibrosis, hepatic decompensation (gastric/esophageal bleeding, CTP>7, ascites, spontaneous bacterial peritonitis and encephalopathy), development of hepatocellular carcinoma, and liver death. We tested the selected SNPs for association with these outcomes in 681 HALT-C subjects. Eleven SNPs presented tendency towards significance (P<0.05): four SNPs in DHCR7 related to with hepatic decompensation (rs4944957, rs12800438, rs3829251 and rs4945008); two in GC to worsening of fibrosis and liver death (rs7041 and rs222020); two in CYP2R1 to ascites and hepatocellular carcinoma (rs7116978 and rs1562902); two in VDR to gastric/esophageal bleeding and hepatocellular carcinoma (rs4516035 and rs2239186); and one in SMAD3 to worsening of fibrosis and encephalopathy (rs2118610). Only rs1800469 in TGFB1 was statistically associated with hepatic decompensation after Bonferroni's correction (P<0.00125). In conclusion, rs1800469 in TGFB1 was associated to hepatic decompensation in chronic hepatitis C, while the other 11 described polymorphisms must be evaluated in a larger cohort to determine the possible role of vitamin D in hepatitis C.
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11
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Template-dependent multiple displacement amplification for profiling human circulating RNA. Biotechniques 2017; 63:21-27. [PMID: 28701144 DOI: 10.2144/000114566] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2017] [Accepted: 05/25/2017] [Indexed: 11/23/2022] Open
Abstract
Multiple displacement amplification (MDA) is widely used in whole-genome/transcriptome amplification. However, template-independent amplification (TIA) in MDA is a commonly observed phenomenon, particularly when using high concentrations of random hexamer primers and extended incubation times. Here, we demonstrate that the use of random pentamer primers with 5´ ends blocked by a C18 spacer results in MDA solely in a template-dependent manner, a technique we have named tdMDA. Together with an optimized procedure for the removal of residual genomic DNA during RNA extraction, tdMDA was used to profile circulating RNA from 0.2 mL of patient sera. In comparison to regular MDA, tdMDA demonstrated a lack of quantifiable DNA amplification in the negative control, a remarkable reduction of unmapped reads from Illumina sequencing (7 ± 10.9% versus 58.6 ± 39%, P = 0.006), and increased mapping rates of the serum transcriptome (26.9 ± 7.9% versus 5.8 ± 8.2%, P = 3.8 × 10-4). Transcriptome profiles could be used to separate patients with chronic hepatitis C virus (HCV) infection from those with HCV-associated hepatocellular carcinoma (HCC). We conclude that tdMDA should facilitate RNA-based liquid biopsy, as well as other genome studies with biological specimens having ultralow amounts of genetic material.
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Loftfield E, O’Brien TR, Pfeiffer RM, Howell CD, Horst R, Prokunina-Olsson L, Weinstein SJ, Albanes D, Morgan TR, Freedman ND. Vitamin D Status and Virologic Response to HCV Therapy in the HALT-C and VIRAHEP-C Trials. PLoS One 2016; 11:e0166036. [PMID: 27832143 PMCID: PMC5104464 DOI: 10.1371/journal.pone.0166036] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2016] [Accepted: 10/11/2016] [Indexed: 12/17/2022] Open
Abstract
More than 150 million people worldwide are chronically infected with hepatitis C virus (HCV) and face higher risk of cirrhosis and hepatocellular carcinoma. Highly effective HCV treatments have recently been developed; however, they are costly and therefore poorly suited for application in resource-limited settings where HCV burden is high. Pegylated-interferon alpha (PEG-IFNα) and ribavirin (RBV) therapy is far less costly, but also less effective. Vitamin D supplementation has been proposed as an inexpensive adjuvant to treatment, however, prior epidemiological evidence on its effectiveness is inconsistent, with little data available among African Americans who naturally have lower vitamin D concentrations. We thus evaluated associations between baseline vitamin D status, measured by circulating 25-hydroxyvitamin D (25(OH)D), which is considered to be the best marker of vitamin D status in humans, and subsequent response to PEG-IFNα/RBV therapy in two large clinical trials that together included 1292 patients infected with HCV genotype 1. We used race-stratified logistic regression models to evaluate multivariable-adjusted associations of 25(OH)D with early virologic response (EVR; 2-log10 HCV RNA decline at week 12) and sustained virologic response (SVR). Among African Americans, we saw no associations. Among European Americans, we saw no association with low vitamin D (≤20 ng/mL) versus sufficient concentrations (20-<30 ng/mL). However, patients with 25(OH)D ≥30 ng/mL were actually less likely to attain EVR (OR = 0.64, 95% CI = 0.43–0.94) than those with sufficient concentrations, with a similar but non-significant association observed for SVR (OR = 0.49, 95% CI = 0.20–1.17).
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Affiliation(s)
- Erikka Loftfield
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States of America
- * E-mail:
| | - Thomas R. O’Brien
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States of America
| | - Ruth M. Pfeiffer
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States of America
| | - Charles D. Howell
- Department of Medicine, Howard University College of Medicine, Washington, DC, United States of America
| | - Ron Horst
- Heartland Assays, Ames, IA, United States of America
| | - Ludmila Prokunina-Olsson
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States of America
| | - Stephanie J. Weinstein
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States of America
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States of America
| | - Timothy R. Morgan
- VA Long Beach Healthcare System, Long Beach, CA, United States of America
| | - Neal D. Freedman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States of America
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Konerman MA, Brown M, Zheng Y, Lok ASF. Dynamic prediction of risk of liver-related outcomes in chronic hepatitis C using routinely collected data. J Viral Hepat 2016; 23:455-63. [PMID: 26893198 PMCID: PMC5809174 DOI: 10.1111/jvh.12509] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2015] [Accepted: 11/24/2015] [Indexed: 01/18/2023]
Abstract
Accuracy of risk assessments for clinical outcomes in patients with chronic liver disease has been limited given the nonlinear nature of disease progression. Longitudinal prediction models may more accurately capture this dynamic risk. The aim of this study was to construct accurate models of short- and long-term risk of disease progression in patients with chronic hepatitis C by incorporating longitudinal clinical data. Data from the Hepatitis C Antiviral Long-term Treatment Against Cirrhosis trial were analysed (n = 533 training cohort; n = 517 validation cohort). Outcomes included a composite liver outcome (liver-related death, decompensation, hepatocellular carcinoma (HCC) or liver transplant), decompensation, HCC and overall mortality. Longitudinal models were constructed for risk of outcomes at 1, 3 and 5 years and compared with models using data at baseline only or baseline and a single follow-up time point. A total of 25.1% of patients in the training and 20.8% in the validation cohort had an outcome during a median follow-up of 6.5 years (range 0.5-9.2). The most important predictors were as follows: albumin, aspartate aminotransferase/alanine aminotransferase ratio, bilirubin, alpha-fetoprotein and platelets. Longitudinal models outperformed baseline models with higher true-positive rates and negative predictive values. The areas under the receiver-operating characteristic curve for the composite longitudinal model were 0.89 (0.80-0.96), 0.83 (0.76-0.88) and 0.81 (0.75-0.87) for 1-, 3-, and 5-year risk prediction, respectively. Model performance was retained for decompensation and overall mortality but not HCC. Longitudinal prediction models provide accurate risk assessments and identify patients in need of intensive monitoring and care.
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Affiliation(s)
- M. A. Konerman
- Department of Internal Medicine, Division of Gastroenterology, University of Michigan Health System, Ann Arbor, MI, USA
| | - M. Brown
- Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Y. Zheng
- Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - A. S. F Lok
- Department of Internal Medicine, Division of Gastroenterology, University of Michigan Health System, Ann Arbor, MI, USA
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14
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Ali M, Yopp A, Gopal P, Beg MS, Zhu H, Lee W, Singal AG. A Variant in PNPLA3 Associated With Fibrosis Progression but not Hepatocellular Carcinoma in Patients With Hepatitis C Virus Infection. Clin Gastroenterol Hepatol 2016; 14:295-300. [PMID: 26305067 DOI: 10.1016/j.cgh.2015.08.018] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2015] [Revised: 06/26/2015] [Accepted: 08/11/2015] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS A single nucleotide polymorphism (SNP) in the patatin-like phospholipase domain containing 3 gene (PNPLA3, rs738409) has been associated with fibrosis and development of hepatocellular carcinoma (HCC) in patients with nonalcoholic steatohepatitis, although its association with outcomes in patients with hepatitis C virus (HCV) infection is less clear. We evaluated the association between this SNP in PNPLA3 and fibrosis progression and development of HCC among HCV-infected patients. METHODS We performed a secondary analysis of data from participants in the Hepatitis C Antiviral Long-Term Treatment against Cirrhosis (HALT-C) trial. Patients were randomly assigned to groups given weekly pegylated interferon or no further therapy for 3.5 y and then followed without further treatment until October 2009. Multivariate logistic regression was used to identify factors associated with fibrosis at baseline, fibrosis progression (defined as 2-point increase in Ishak score), and HCC development. RESULTS Among 937 HCV patients with known PNPLA3 genotype, 384 (41.0%) had cirrhosis at baseline. The PNPLA3 CG/GG SNP at rs738409 was significantly associated with the presence of cirrhosis (odds ratio [OR], 1.76; 95% confidence interval [CI], 1.34-2.30), after adjusting for age, sex, diabetes, and race. Among 493 patients without cirrhosis at baseline who had at least 1 follow-up biopsy, 142 had fibrosis progression. In multivariate analyses, fibrosis progression was associated with obesity (OR, 1.67; 95% CI, 1.11-2.51) and the PNPLA3 CG/GG genotype (OR, 1.70; 95% CI, 1.13-2.56). PNPLA3 genotype was not associated with HCC development (P = .85). Using these data to update prior meta-analysis results, the rs738409 SNP in PNPLA3 was not significantly associated with development of HCC in HCV-infected patients (OR 1.29; 95% CI, 0.97-1.99). CONCLUSIONS Based on data from the HALT-C trial, the PNPLA3 CG/GG SNP at rs738409 is associated with fibrosis progression but not development of HCC in patients with HCV infection.
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Affiliation(s)
- Muhammad Ali
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, Texas
| | - Adam Yopp
- Department of Surgery, UT Southwestern Medical Center, Dallas, Texas
| | - Purva Gopal
- Department of Pathology, UT Southwestern Medical Center, Dallas, Texas
| | - Muhammad S Beg
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, Texas
| | - Hao Zhu
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, Texas
| | - William Lee
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, Texas
| | - Amit G Singal
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, Texas; Department of Clinical Sciences, UT Southwestern Medical Center, Dallas, Texas.
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15
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Ren Y, Wang W, Zhang X, Xu Y, Di Bisceglie AM, Fan X. Evidence for deleterious hepatitis C virus quasispecies mutation loads that differentiate the response patterns in IFN-based antiviral therapy. J Gen Virol 2015; 97:334-343. [PMID: 26581744 DOI: 10.1099/jgv.0.000346] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Viral quasispecies (QS) have long been considered to affect the efficiency of hepatitis C virus (HCV) antiviral therapy, but a correlation between QS diversity and treatment outcomes has not been established conclusively. We previously measured HCV QS diversity by genome-wide quantification of high-resolution mutation load in HCV genotype 1a patients achieving a sustained virological response (1a/SVR) or a null response (1a/null). The current study extended this work into HCV 1a patients experiencing relapse (1a/relapse, n = 19) and genotype 2b patients with SVR (2b/SVR, n = 10). The mean mutation load per patient in 2b/SVR and 1a/relapse was similar, respectively, to 1a/SVR (517.6 ± 174.3 vs 524 ± 278.8 mutations, P = 0.95) and 1a/null (829.2 ± 282.8 vs 805.6 ± 270.7 mutations, P = 0.78). Notably, a deleterious mutation load, as indicated by the percentage of non-synonymous mutations, was highest in 2b/SVR (33.2 ± 8.5%) as compared with 1a/SVR (23.6 ± 7.8%, P = 0.002), 1a/null (18.2 ± 5.1%, P = 1.9 × 10(-7)) or 1a/relapse (17.8 ± 5.3%, P = 1.8) × 10(-6). In the 1a/relapse group, continuous virus evolution was observed with excessive accumulation of a deleterious load (17.8 ± 5.3% vs 35.4 ± 12.9%, P = 3.5 × 10(-6)), supporting the functionality of Muller's ratchet in a treatment-induced population bottleneck. Taken together, the magnitude of HCV mutation load, particularly the deleterious mutation load, provides an evolutionary explanation for the emergence of multiple response patterns as well as an overall high SVR rate in HCV genotype 2 patients. Augmentation of Muller's ratchet represents a potential strategy to reduce or even eliminate viral relapse in HCV antiviral therapy.
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Affiliation(s)
- Yi Ren
- Division of Gastroenterology & Hepatology, Department of Internal Medicine, Saint Louis University School of Medicine, St Louis, MO 63104, USA.,Wuhan Center for Tuberculosis Control, Wuhan 430030, Hubei, PR China
| | - Weihua Wang
- Division of Gastroenterology & Hepatology, Department of Internal Medicine, Saint Louis University School of Medicine, St Louis, MO 63104, USA
| | - Xiaoan Zhang
- Division of Gastroenterology & Hepatology, Department of Internal Medicine, Saint Louis University School of Medicine, St Louis, MO 63104, USA
| | - Yanjuan Xu
- Division of Gastroenterology & Hepatology, Department of Internal Medicine, Saint Louis University School of Medicine, St Louis, MO 63104, USA
| | - Adrian M Di Bisceglie
- Division of Gastroenterology & Hepatology, Department of Internal Medicine, Saint Louis University School of Medicine, St Louis, MO 63104, USA.,Saint Louis University Liver Center, Saint Louis University School of Medicine, St Louis, MO 63104, USA
| | - Xiaofeng Fan
- Division of Gastroenterology & Hepatology, Department of Internal Medicine, Saint Louis University School of Medicine, St Louis, MO 63104, USA.,Saint Louis University Liver Center, Saint Louis University School of Medicine, St Louis, MO 63104, USA
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16
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Sex difference in liver-related mortality and transplantation associated with dietary cholesterol in chronic hepatitis C virus infection. Br J Nutr 2015; 115:193-201. [PMID: 26541123 DOI: 10.1017/s0007114515004158] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Dietary cholesterol induces hepatic inflammation and fibrosis in animals. We aimed to determine whether dietary cholesterol affects liver-related mortality in hepatitis C virus (HCV)-infected patients. We performed a retrospective cohort study using extended follow-up data from the Hepatitis C Antiviral Long-Term Treatment Against Cirrhosis Trial. The study included HCV patients with advanced fibrosis and compensated cirrhosis. The analysis included 657 patients who completed two FFQ. We assessed whether cholesterol intake, measured in mg/4184 kJ (mg/1000 kcal) of energy intake, was associated with liver-related death or transplantation. In 4·7 (sd 1·6) years, the incidence of liver-related death (n 46) or transplantation (n 52) was 31·8/1000 person-years. The relationship between cholesterol intake and liver-related death or transplantation was significantly different between men and women (test for interaction, P value=0·01). Each higher quartile of cholesterol intake was associated with an increased risk for liver-related death or transplantation in women (adjusted hazard ratio (AHR) 1·83; 95 % CI 1·12, 2·99; P trend=0·02), but not in men (AHR 0·96; 95 % CI 0·76, 1·22; P trend=0·73). Compared with women whose cholesterol intake was within the recommended guidelines (300 mg/d with a 8368 kJ (2000 kcal) diet), women who consumed more cholesterol had significantly increased risk for liver-related death or transplantation (AHR 4·04; 95 % CI 1·42, 11·5). High dietary cholesterol was associated with an increased risk for liver-related death and transplantation in HCV-infected women with advanced fibrosis or compensated cirrhosis. Future studies should assess whether reducing cholesterol intake, among women who consume an excessive amount, can decrease HCV-related mortality.
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O'Brien TR, Pfeiffer RM, Paquin A, Lang Kuhs KA, Chen S, Bonkovsky HL, Edlin BR, Howell CD, Kirk GD, Kuniholm MH, Morgan TR, Strickler HD, Thomas DL, Prokunina-Olsson L. Comparison of functional variants in IFNL4 and IFNL3 for association with HCV clearance. J Hepatol 2015; 63:1103-10. [PMID: 26186989 PMCID: PMC4615534 DOI: 10.1016/j.jhep.2015.06.035] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2014] [Revised: 06/27/2015] [Accepted: 06/29/2015] [Indexed: 02/06/2023]
Abstract
BACKGROUND & AIMS Genetic polymorphisms within the interferon lambda (IFN-λ) region are strongly associated with hepatitis C virus (HCV) clearance; the IFNL4-ΔG/TT (rs368234815) polymorphism, which controls the generation of IFN-λ4 protein, is more strongly associated with HCV clearance than rs12979860 (the 'IL28B variant'). An IFNL3 3' untranslated region polymorphism (rs4803217) has been proposed as a causal variant that may affect HCV clearance by altering IFNL3 mRNA stability. METHODS We compared IFNL4-ΔG/TT and rs4803217 for association with response to pegylated-IFN-α/ribavirin in the VIRAHEP-C and HALT-C trials, and spontaneous HCV clearance in the ALIVE, UHS and WIHS studies. Genotyping was performed with TaqMan assays. We compared differences in mean reduction in HCV RNA levels by genotype and haplotype. For HCV clearance, we calculated p-values comparing c-statistics for IFNL4-ΔG/TT and rs4803217 genotypes by a bootstrap approach. RESULTS Among European Americans, linkage disequilibrium between IFNL4-ΔG/TT and rs4803217 was strong (r(2)=0.89-0.99) and there were no significant differences between the variants. In African American (AA) individuals enrolled in VIRAHEP-C, HCV RNA at treatment day 28 was more strongly associated with IFNL4-ΔG/TT than rs4803217 (p=0.003); the IFNL4-ΔG:rs4803217-G haplotype, which includes the putatively favorable IFNL3 allele, was actually associated with the poorest day 28 response (p=0.03, comparison to IFNL4-ΔG:rs4803217-T haplotype). Among AA participants, associations were stronger for IFNL4-ΔG/TT than rs4803217 for undetectable HCV RNA at week 24 in Virahep-C (p=0.03) and week 20 in HALT-C (p=0.03), as well as for spontaneous HCV clearance (p=0.048). CONCLUSION IFNL4-ΔG/TT is the primary IFN-λ region polymorphism for impaired HCV clearance.
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Affiliation(s)
- Thomas R O'Brien
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA.
| | - Ruth M Pfeiffer
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Ashley Paquin
- Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Krystle A Lang Kuhs
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Sabrina Chen
- Information Management Services, Calverton, MD, USA
| | - Herbert L Bonkovsky
- Department of Medicine and The Liver-Biliary-Pancreatic Center, Carolinas HealthCare System, Charlotte, NC, USA
| | - Brian R Edlin
- National Development and Research Institutes and Weill Cornell Medical College, New York, NY, USA
| | - Charles D Howell
- Department of Medicine, Howard University College of Medicine, Washington, DC, USA
| | - Gregory D Kirk
- Department of Epidemiology, The Johns Hopkins University, Baltimore, MD, USA
| | - Mark H Kuniholm
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | | | - Howard D Strickler
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - David L Thomas
- Department of Epidemiology, The Johns Hopkins University, Baltimore, MD, USA
| | - Ludmila Prokunina-Olsson
- Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
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18
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Konerman MA, Zhang Y, Zhu J, Higgins PD, Lok AS, Waljee AK. Improvement of predictive models of risk of disease progression in chronic hepatitis C by incorporating longitudinal data. Hepatology 2015; 61:1832-41. [PMID: 25684666 PMCID: PMC4480773 DOI: 10.1002/hep.27750] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2014] [Accepted: 02/10/2015] [Indexed: 01/08/2023]
Abstract
UNLABELLED Existing predictive models of risk of disease progression in chronic hepatitis C have limited accuracy. The aim of this study was to improve upon existing models by applying novel statistical methods that incorporate longitudinal data. Patients in the Hepatitis C Antiviral Long-term Treatment Against Cirrhosis trial were analyzed. Outcomes of interest were (1) fibrosis progression (increase of two or more Ishak stages) and (2) liver-related clinical outcomes (liver-related death, hepatic decompensation, hepatocellular carcinoma, liver transplant, or increase in Child-Turcotte-Pugh score to ≥7). Predictors included longitudinal clinical, laboratory, and histologic data. Models were constructed using logistic regression and two machine learning methods (random forest and boosting) to predict an outcome in the next 12 months. The control arm was used as the training data set (n = 349 clinical, n = 184 fibrosis) and the interferon arm, for internal validation. The area under the receiver operating characteristic curve for longitudinal models of fibrosis progression was 0.78 (95% confidence interval [CI] 0.74-0.83) using logistic regression, 0.79 (95% CI 0.77-0.81) using random forest, and 0.79 (95% CI 0.77-0.82) using boosting. The area under the receiver operating characteristic curve for longitudinal models of clinical progression was 0.79 (95% CI 0.77-0.82) using logistic regression, 0.86 (95% CI 0.85-0.87) using random forest, and 0.84 (95% CI 0.82-0.86) using boosting. Longitudinal models outperformed baseline models for both outcomes (P < 0.0001). Longitudinal machine learning models had negative predictive values of 94% for both outcomes. CONCLUSIONS Prediction models that incorporate longitudinal data can capture nonlinear disease progression in chronic hepatitis C and thus outperform baseline models. Machine learning methods can capture complex relationships between predictors and outcomes, yielding more accurate predictions; our models can help target costly therapies to patients with the most urgent need, guide the intensity of clinical monitoring required, and provide prognostic information to patients.
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Affiliation(s)
- Monica A. Konerman
- From the University of Michigan Health System, Department of Internal Medicine, Division of Gastroenterology, Ann Arbor, Michigan, USA
| | - Yiwei Zhang
- From the University of Michigan Health System, Department of Internal Medicine, Division of Gastroenterology, Ann Arbor, Michigan, USA
| | - Ji Zhu
- From the University of Michigan Health System, Department of Internal Medicine, Division of Gastroenterology, Ann Arbor, Michigan, USA
| | - Peter D.R. Higgins
- From the University of Michigan Health System, Department of Internal Medicine, Division of Gastroenterology, Ann Arbor, Michigan, USA
| | - Anna S.F. Lok
- From the University of Michigan Health System, Department of Internal Medicine, Division of Gastroenterology, Ann Arbor, Michigan, USA
| | - Akbar K. Waljee
- From the University of Michigan Health System, Department of Internal Medicine, Division of Gastroenterology, Ann Arbor, Michigan, USA
- VA Ann Arbor Health Services Research and Development Center of Clinical Management Research, Ann Arbor, Michigan, USA
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High-resolution quantification of hepatitis C virus genome-wide mutation load and its correlation with the outcome of peginterferon-alpha2a and ribavirin combination therapy. PLoS One 2014; 9:e100131. [PMID: 24950220 PMCID: PMC4065037 DOI: 10.1371/journal.pone.0100131] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2014] [Accepted: 05/21/2014] [Indexed: 12/15/2022] Open
Abstract
Hepatitis C virus (HCV) is a highly mutable RNA virus and circulates as a heterogeneous population in individual patients. The magnitude of such population heterogeneity has long been proposed to be linked with diverse clinical phenotypes, including antiviral therapy. Yet data accumulated thus far are fairly inconclusive. By the integration of long RT-PCR with 454 sequencing, we have built a pipeline optimized for the quantification of HCV genome-wide mutation load at 1% resolution of mutation frequency, followed by a retrospective study to examine the role of HCV mutation load in peginterferon-alpha2a and ribavirin combination antiviral therapy. Genome-wide HCV mutation load varied widely with a range from 92 to 1639 mutations and presented a Poisson distribution among 56 patients (Kolmogorov-Smirnov statistic = 0.078, p = 0.25). Patients achieving sustained virological response (n = 26) had significantly lower mutation loads than that in null responders (n = 30) (mean and standard derivation: 524±279 vs. 805±271, p = 0.00035). All 36,818 mutations detected in 56 patients displayed a power-law distribution in terms of mutation frequency in viral population. The low-frequency mutation load, but not the high-frequency load, was proportional firmly to the total mutation load. In-depth analyses revealed that intra-patient HCV population structure was shaped by multiple factors, including immune pressure, strain difference and genetic drift. These findings explain previous conflicting reports using low-resolution methods and highlight a dominant role of natural selection in response to therapeutic intervention. By attaining its signatures from complex interaction between host and virus, the high-resolution quantification of HCV mutation load predicts outcomes from interferon-based antiviral therapy and could also be a potential biomarker in other clinical settings.
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Snow KK, Bell MC, Stoddard AM, Curto TM, Wright EC, Dienstag JL. Processes to manage analyses and publications in a phase III multicenter randomized clinical trial. Trials 2014; 15:159. [PMID: 24886378 PMCID: PMC4040510 DOI: 10.1186/1745-6215-15-159] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2013] [Accepted: 04/24/2014] [Indexed: 02/07/2023] Open
Abstract
Background The timely publication of findings in peer-reviewed journals is a primary goal of clinical research. In clinical trials, the processes leading to publication can be complex from choice and prioritization of analytic topics through to journal submission and revisions. As little literature exists on the publication process for multicenter trials, we describe the development, implementation, and effectiveness of such a process in a multicenter trial. Methods The Hepatitis C Antiviral Long-Term Treatment against Cirrhosis (HALT-C) trial included a data coordinating center (DCC) and clinical centers that recruited and followed more than 1,000 patients. Publication guidelines were approved by the steering committee, and the publications committee monitored the publication process from selection of topics to publication. Results A total of 73 manuscripts were published in 23 peer-reviewed journals. When manuscripts were closely tracked, the median time for analyses and drafting of manuscripts was 8 months. The median time for data analyses was 5 months and the median time for manuscript drafting was 3 months. The median time for publications committee review, submission, and journal acceptance was 7 months, and the median time from analytic start to journal acceptance was 18 months. Conclusions Effective publication guidelines must be comprehensive, implemented early in a trial, and require active management by study investigators. Successful collaboration, such as in the HALT-C trial, can serve as a model for others involved in multidisciplinary and multicenter research programs. Trial registration The HALT-C Trial was registered with clinicaltrials.gov (NCT00006164).
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Affiliation(s)
| | | | | | - Teresa M Curto
- New England Research Institutes, 9 Galen Street, Watertown, MA 02472, USA.
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Yu L, Morishima C, Ioannou GN. Dietary cholesterol intake is associated with progression of liver disease in patients with chronic hepatitis C: analysis of the Hepatitis C Antiviral Long-term Treatment Against Cirrhosis trial. Clin Gastroenterol Hepatol 2013; 11:1661-6.e1-3. [PMID: 23707779 DOI: 10.1016/j.cgh.2013.05.018] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2012] [Revised: 04/18/2013] [Accepted: 05/01/2013] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Little is known about whether dietary cholesterol affects disease progression in patients with chronic hepatitis C virus infection. METHODS We analyzed data from the Hepatitis C Antiviral Long-term Treatment Against Cirrhosis trial, which included patients with advanced fibrosis and compensated cirrhosis. Cholesterol intake was determined for 608 participants on the basis of responses to food frequency questionnaires, administered at baseline and 1.8 years later. We investigated whether cholesterol intake was associated with clinical progression (death, variceal bleeding, encephalopathy, ascites, peritonitis, Child-Turcotte-Pugh score ≥ 7, or hepatocellular carcinoma) or histologic progression of disease (an increase in Ishak fibrosis score of 2 or more points in a second liver biopsy compared with the first). RESULTS After adjustments for age, sex, race, presence of cirrhosis, body mass index, treatment with peginterferon, lifetime alcohol consumption, smoking, health status, and coffee and macronutrient intake, each higher quartile of cholesterol intake was associated with a 46% increase in the risk of clinical or histologic progression (adjusted hazard ratio [AHR], 1.46; 95% confidence interval [CI], 1.13-1.87; P for the trend = .004). Compared with patients in the lowest quartile of cholesterol intake (32-152 mg/day), those in the 3rd (224-310 mg/day; AHR, 2.83; 95% CI, 1.45-5.51) and 4th quartiles (>310 mg/day; AHR, 2.74; 95% CI, 1.22-6.16) had significantly increased risk of disease progression. CONCLUSIONS On the basis of analysis of data from the Hepatitis C Antiviral Long-term Treatment Against Cirrhosis trial, higher dietary cholesterol intake is associated with higher risk of disease progression in HCV-infected patients with advanced fibrosis or compensated cirrhosis.
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Affiliation(s)
- Lei Yu
- Division of Gastroenterology, University of Washington, Seattle, Washington.
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22
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Everhart JE, Wright EC. Association of γ-glutamyl transferase (GGT) activity with treatment and clinical outcomes in chronic hepatitis C (HCV). Hepatology 2013; 57:1725-33. [PMID: 23258530 PMCID: PMC3624035 DOI: 10.1002/hep.26203] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2012] [Accepted: 12/01/2012] [Indexed: 12/15/2022]
Abstract
UNLABELLED Increased γ-glutamyl transferase (GGT) activity is associated with liver injury and with mortality in the general population. Less is known about its association with chronic hepatitis C (HCV) outcomes. We examined GGT as a predictor of both virological response to treatment and long-term clinical outcomes in the Hepatitis C Anti-viral Treatment Against Cirrhosis Trial (HALT-C). HALT-C enrolled patients with advanced liver disease (Ishak fibrosis score ≥3) in two phases: a lead-in to establish lack of sustained viral response with full dose pegylated interferon (IFN) and ribavirin followed by a 3.5-year randomized trial with low-dose IFN. Low-dose IFN did not prevent liver disease progression, and patients were then followed for up to an additional 5 years off therapy. Analyses were performed for 1,319 patients who had GGT measured prior to initiation of treatment. Increases in risk with each increase in quintile of GGT (10-57, 58-89, 90-139, 140-230, 231-2,000 IU/L) were determined by logistic regression for treatment response or Cox regression for clinical outcomes. Baseline GGT was associated with male sex, nonwhite ethnicity, diabetes and insulin resistance, interleukin (IL)28B rs12979860 CT and TT genotypes, and numerous markers of liver disease injury and severity. In the lead-in phase, increasing GGT was strongly associated with diminished week 20 response, end of treatment response, and sustained virological response in both univariate and multivariate analyses controlling for factors known to be associated with treatment response (P < 0.0001). GGT was also associated with all clinical outcomes in univariate and multivariate analysis (P < 0.05) except for hepatocellular carcinoma (P = 0.46 in multivariate analysis). CONCLUSION GGT is an independent predictor of both virological response and clinical outcomes among patients with advanced liver disease due to HCV.
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Reduction in Hepatic Inflammation Is Associated With Less Fibrosis Progression and Fewer Clinical Outcomes in Advanced Hepatitis C. Am J Gastroenterol 2012; 107:1388-98. [PMID: 22688849 PMCID: PMC3865099 DOI: 10.1038/ajg.2012.137] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
OBJECTIVES During the Hepatitis C Antiviral Long-term Treatment against Cirrhosis Trial, 3.5 years of maintenance peginterferon-alfa-2a therapy did not affect liver fibrosis progression or clinical outcomes among 1,050 previous interferon nonresponders with advanced fibrosis or cirrhosis. We investigated whether reduced hepatic inflammation was associated with clinical benefit in 834 patients with a baseline and follow-up biopsy 1.5 years after randomization to peginterferon or observation. METHODS Relationships between change in hepatic inflammation (Ishak hepatic activity index, (HAI)) and serum alanine aminotransferase level, fibrosis progression and clinical outcomes after randomization, and hepatitis C virus (HCV) RNA decline before and after randomization were evaluated. Histological change was defined as a ≥ 2-point difference in HAI or Ishak fibrosis score between biopsies. RESULTS Among 657 patients who received full-dose peginterferon/ribavirin "lead-in" therapy before randomization, year-1.5 HAI improvement was associated with lead-in HCV RNA suppression in both the randomized treated (P<0.0001) and control (P=0.0001) groups, even in the presence of recurrent viremia. This relationship persisted at year 3.5 in both the treated (P=0.001) and control (P=0.01) groups. Among 834 patients followed for a median of 6 years, fewer clinical outcomes occurred in patients with improved HAI at year 1.5 compared with those without such improvement in both the treated (P=0.03) and control (P=0.05) groups. Among patients with Ishak 3-4 fibrosis at baseline, those with improved HAI at year 1.5 had less fibrosis progression at year 1.5 in both the treated (P=0.0003) and control (P=0.02) groups. CONCLUSIONS Reduced hepatic inflammation (measured 1.5 and 3.5 years after randomization) was associated with profound virological suppression during lead-in treatment with full-dose peginterferon/ribavirin and with decreased fibrosis progression and clinical outcomes, independent of randomized treatment.
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Predicting cirrhosis and clinical outcomes in patients with advanced chronic hepatitis C with a panel of genetic markers (CRS7). Pharmacogenet Genomics 2012; 21:851-60. [PMID: 21946897 DOI: 10.1097/fpc.0b013e32834c3e74] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
OBJECTIVES Genetic factors may play a role in fibrosis progression in patients with chronic hepatitis C (CHC). A cirrhosis risk score (CRS7) with seven single nucleotide polymorphisms was previously shown to correlate with cirrhosis in patients with CHC. This study aimed to assess the validity of CRS7 as a marker of fibrosis progression and cirrhosis and as a predictor of clinical outcomes in patients with CHC. METHODS A total of 938 patients (677 Caucasians, 165 African-Americans, and 96 Hispanic/Other) in the Hepatitis C Antiviral Long-term Treatment against Cirrhosis Trial were studied. CRS7 was categorized a priori as high risk (n=440), medium risk (n=310), or low risk (n=188). Patients were assessed for four possible outcomes: fibrosis progression, cirrhosis, clinical outcomes [decompensation or hepatocellular carcinoma (HCC)], or HCC alone. RESULTS Twenty-nine percent (142/493) developed an increase in fibrosis score by greater than or equal to 2 points on follow-up biopsies, 58% had cirrhosis on one or more biopsies, 35% developed at least one clinical outcome, and 13% developed HCC. CRS7 (trend test) was associated with risk for fibrosis progression (P=0.04) with adjusted hazard ratio of 1.27 (95% confidence interval: 1.01-1.58) and with cirrhosis (P=0.05) with adjusted odds ratio of 1.19 (1.00-1.41). Rates of HCC and clinical outcomes were increased in patients with higher CRS7 scores, but were not statistically significant (P=0.12 clinical outcomes, and P=0.07 HCC). A single nucleotide polymorphism in AZIN1 was significantly associated with fibrosis progression. CONCLUSION CRS7 was validated as a predictor of fibrosis progression and cirrhosis among Hepatitis C Antiviral Long-term Treatment against Cirrhosis patients, who all had advanced fibrosis. CRS7 was not predictive of clinical outcome.
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Morishima C, Di Bisceglie AM, Rothman AL, Bonkovsky HL, Lindsay KL, Lee WM, Koziel MJ, Fontana RJ, Kim HY, Wright EC. Antigen-specific T lymphocyte proliferation decreases over time in advanced chronic hepatitis C. J Viral Hepat 2012; 19:404-13. [PMID: 22571902 PMCID: PMC3349971 DOI: 10.1111/j.1365-2893.2011.01562.x] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
To evaluate T cell immunity in advanced liver disease, antigen-specific lymphoproliferative (LP) responses were prospectively studied in the context of the Hepatitis C Antiviral Long-term Treatment against Cirrhosis trial. Peripheral blood responses to hepatitis C virus (HCV), tetanus and Candida protein antigens were measured at baseline, month 12 (M12), M24, M36 and M48 in 186 patients randomized to either low-dose peginterferon-alfa-2a (PEG-IFN) only or observation. Liver histology was evaluated at baseline, M24 and M48. Patients with cirrhosis (Ishak 5-6) were less likely to have positive LP responses to HCV at baseline than patients with fibrosis (15%vs 29%, P = 0.03) and had lower levels of HCV c100 responses at baseline, M24 and M48 (P = 0.11, P = 0.05, P = 0.02, respectively). For 97 patients with complete longitudinal data, the frequency of positive LP responses to HCV, tetanus and Candida antigens declined over time (P < 0.003), and the slope of this decline was greater in the PEG-IFN treatment group than the observation group (P < 0.02). Lower levels of tetanus LP responses were associated with fibrosis progression and clinical outcomes (P = 0.009). Poorer CD4+ T cell proliferative function was associated with more advanced liver disease in chronic hepatitis C and may be further affected by long-term PEG-IFN treatment.
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Affiliation(s)
- Chihiro Morishima
- Division of Virology, Department of Laboratory Medicine, University of Washington, Seattle, WA
| | - Adrian M. Di Bisceglie
- Division of Gastroenterology and Hepatology, Saint Louis University School of Medicine, St. Louis, MO
| | - Alan L. Rothman
- Center for Infectious Disease and Vaccine Research and Department of Medicine, University of Massachusetts Medical School, Worcester, MA
| | - Herbert L. Bonkovsky
- Department of Medicine, University of Connecticut Health Center, Farmington, CT
- Carolinas Medical Center, Charlotte, NC
| | - Karen L. Lindsay
- Division of Gastrointestinal and Liver Diseases, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - William M. Lee
- Division of Digestive and Liver Diseases, University of Texas Southwestern Medical Center, Dallas, TX
| | | | - Robert J. Fontana
- Division of Gastroenterology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
| | | | - Elizabeth C. Wright
- Office of the Director, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, MD
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Liu J, Florian J, Birnkrant D, Murray J, Jadhav PR. Interferon Responsiveness Does Not Change in Treatment-Experienced Hepatitis C Subjects: Implications for Drug Development and Clinical Decisions. Clin Infect Dis 2012; 55:639-44. [DOI: 10.1093/cid/cis510] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
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Everson GT, Shiffman ML, Hoefs JC, Morgan TR, Sterling RK, Wagner DA, Lauriski S, Curto TM, Stoddard A, Wright EC. Quantitative liver function tests improve the prediction of clinical outcomes in chronic hepatitis C: results from the Hepatitis C Antiviral Long-term Treatment Against Cirrhosis Trial. Hepatology 2012; 55:1019-29. [PMID: 22030902 PMCID: PMC3298578 DOI: 10.1002/hep.24752] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2011] [Accepted: 10/03/2011] [Indexed: 12/13/2022]
Abstract
UNLABELLED Risk for future clinical outcomes is proportional to the severity of liver disease in patients with chronic hepatitis C virus (HCV). We measured disease severity by quantitative liver function tests (QLFTs) to determine cutoffs for QLFTs that identified patients who were at low and high risk for a clinical outcome. Two hundred and twenty-seven participants in the Hepatitis C Antiviral Long-term Treatment Against Cirrhosis (HALT-C) Trial underwent baseline QLFTs and were followed for a median of 5.5 years for clinical outcomes. QLFTs were repeated in 196 patients at month 24 and in 165 patients at month 48. Caffeine elimination rate (k(elim)), antipyrine (AP) clearance (Cl), MEGX concentration, methionine breath test (MBT), galactose elimination capacity (GEC), dual cholate (CA) clearances and shunt, perfused hepatic mass (PHM), and liver and spleen volumes (by single-photon emission computed tomography) were measured. Baseline QLFTs were significantly worse (P = 0.0017 to P < 0.0001) and spleen volumes were larger (P < 0.0001) in the 54 patients who subsequently experienced clinical outcomes. QLFT cutoffs that characterized patients as "low" and "high risk" for clinical outcome yielded hazard ratios ranging from 2.21 (95% confidence interval [CI]: 1.29-3.78) for GEC to 6.52 (95% CI: 3.63-11.71) for CA clearance after oral administration (Cl(oral)). QLFTs independently predicted outcome in models with Ishak fibrosis score, platelet count, and standard laboratory tests. In serial studies, patients with high-risk results for CA Cl(oral) or PHM had a nearly 15-fold increase in risk for clinical outcome. Less than 5% of patients with "low risk" QLFTs experienced a clinical outcome. CONCLUSION QLFTs independently predict risk for future clinical outcomes. By improving risk assessment, QLFTs could enhance the noninvasive monitoring, counseling, and management of patients with chronic HCV.
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Affiliation(s)
- Gregory T. Everson
- Section of Hepatology, Division of Gastroenterology and Hepatology, University of Colorado Denver, Aurora, CO
| | | | - John C. Hoefs
- Division of Gastroenterology, University of California - Irvine, Irvine, CA and Gastroenterology Service, VA Long Beach Healthcare System, Long Beach, CA
| | - Timothy R. Morgan
- Division of Gastroenterology, University of California - Irvine, Irvine, CA and Gastroenterology Service, VA Long Beach Healthcare System, Long Beach, CA
| | - Richard K. Sterling
- Hepatology Section, Virginia Commonwealth University Medical Center, Richmond, VA
| | | | - Shannon Lauriski
- Section of Hepatology, Division of Gastroenterology and Hepatology, University of Colorado Denver, Aurora, CO
| | | | | | - Elizabeth C. Wright
- Office of the Director, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, MD
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Ghany MG, Kim HY, Stoddard A, Wright EC, Seeff LB, Lok AS. Predicting clinical outcomes using baseline and follow-up laboratory data from the hepatitis C long-term treatment against cirrhosis trial. Hepatology 2011; 54:1527-37. [PMID: 22045670 PMCID: PMC3718548 DOI: 10.1002/hep.24550] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
UNLABELLED Predicting clinical outcomes in patients with chronic hepatitis C is challenging. We used the hepatitis C long-term treatment against cirrhosis (HALT-C) trial database to develop two models, using baseline values of routinely available laboratory tests together with changes in these values during follow-up to predict clinical decompensation and liver-related death/liver transplant in patients with advanced hepatitis C. Patients randomized to no treatment and who had ≥ 2-year follow-up without a clinical outcome were included in the analysis. Four variables (platelet count, aspartate aminotransferase [AST]/alanine aminotransferase [ALT] ratio, total bilirubin, and albumin) with three categories of change (stable, mild, or severe) over 2 years were analyzed. Cumulative incidence of clinical outcome was determined by Kaplan-Meier analysis and Cox regression was used to evaluate predictors of clinical outcome. In all, 470 patients with 60 events were used to develop models to predict clinical decompensation. Baseline values of all four variables were predictive of decompensation. There was a general trend of increasing outcomes with more marked worsening of laboratory values over 2 years, particularly for patients with abnormal baseline values. A model that included baseline platelet count, AST/ALT ratio, bilirubin, and severe worsening of platelet count, bilirubin, and albumin was the best predictor of clinical decompensation. A total of 483 patients with 79 events were used to evaluate predictors of liver-related death or liver transplant. A model that included baseline platelet count and albumin as well as severe worsening of AST/ALT ratio and albumin was the best predictor of liver-related outcomes. CONCLUSION Both the baseline value and the rapidity in change of the value of routine laboratory variables were shown to be important in predicting clinical outcomes in patients with advanced chronic hepatitis C.
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Affiliation(s)
- Marc G. Ghany
- Liver Diseases Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, MD
| | | | | | - Elizabeth C. Wright
- Office of the Director, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, MD
| | - Leonard B. Seeff
- Division of Digestive Diseases and Nutrition, and Liver Diseases Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, MD
| | - Anna S.F. Lok
- Division of Gastroenterology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
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Rakoski MO, Brown MB, Fontana RJ, Bonkovsky HL, Brunt EM, Goodman ZD, Lok AS, Omary MB. Mallory-Denk bodies are associated with outcomes and histologic features in patients with chronic hepatitis C. Clin Gastroenterol Hepatol 2011; 9:902-909.e1. [PMID: 21782771 PMCID: PMC3400531 DOI: 10.1016/j.cgh.2011.07.006] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2011] [Revised: 06/29/2011] [Accepted: 07/13/2011] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Mallory-Denk bodies (MDBs) are inclusions found in hepatocytes of patients with chronic liver diseases. Their clinical significance and prognostic value are not understood. METHODS We performed cross-sectional and longitudinal analyses of patients with chronic hepatitis C (CHC) enrolled in the Hepatitis C Antiviral Long-Term Treatment against Cirrhosis (HALT-C) trial to identify clinical features associated with MDBs and changes in MDBs over time. Biopsy specimens were obtained at baseline and 1.5 and 3.5 years after patients were assigned to groups for the HALT-C trial; and patients were followed up to assess clinical and histologic outcomes. RESULTS Of biopsy samples collected from 1050 patients, MDBs were present in 15%. They were associated with insulin resistance and laboratory and histologic markers of advanced liver disease (higher levels of periportal fibrosis, pericellular fibrosis, steatosis, and inflammation). After adjusting for disease severity (the ratio of aspartate aminotransferase to alanine aminotransferase, albumin, platelets, fibrosis, steatosis), the presence of MDBs was associated with histologic progression (odds ratio, 1.97; P = .04). Of the 844 patients from whom serial biopsy samples were collected, 61 (7.2%) developed MDBs (MDB gain) and 101 (12.0%) lost MDBs (MDB loss). The presence or absence of diabetes mellitus was associated with MDB gain (P = .006) or loss (P = .024), respectively. Development of MDBs was associated with decompensation (adjusted hazard ratio, 2.81; P < .001) and histologic signs of progression (adjusted odds ratio, 4.02; P = .004). CONCLUSIONS The presence of MDBs in liver biopsy samples from patients with CHC is associated independently with fibrosis progression. Gain of MDBs over time is associated with decompensation and progression to cirrhosis; and occurs most frequently among diabetic patients. MDBs might be used as prognostic factors for patients with CHC.
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Affiliation(s)
- Mina O Rakoski
- Division of Gastroenterology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA.
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Hoefs JC, Shiffman ML, Goodman ZD, Kleiner DE, Dienstag JL, Stoddard AM. Rate of progression of hepatic fibrosis in patients with chronic hepatitis C: results from the HALT-C Trial. Gastroenterology 2011; 141:900-908.e1-2. [PMID: 21699796 PMCID: PMC3773843 DOI: 10.1053/j.gastro.2011.06.007] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2011] [Revised: 05/13/2011] [Accepted: 06/03/2011] [Indexed: 12/16/2022]
Abstract
BACKGROUND & AIMS The gradual accumulation of hepatic fibrosis in chronic liver disease results in clinical complications. The rate of hepatic fibrosis score progression (RFSP) in predicting clinical outcomes was assessed by extending the 4-year Hepatitis C Antiviral Long-term Treatment Against Cirrhosis (HALT-C) Trial to include preenrollment liver biopsies. METHODS The RFSP was calculated from the linear regression slope of Ishak fibrosis score vs time in 457 patients with liver biopsies (≥10-mm length) prior to the HALT-C Trial (575 biopsies) plus 1101 on-study biopsies (total 1676 biopsies). Individual slopes were calculated if duration from first to last biopsy was > 4 years. RESULTS The RFSP as average fibrosis score vs average time in intervals (0-3 and >3 years prestudy, screening, month 24 and 48 on-study) in 455 patients in cohorts of baseline Ishak score ranged from 0.005 with Ishak score 2 to 0.124 with Ishak 6. The RFSP in individual patients (-0.35 to +0.97 Ishak units/year) had a mean of 0.12 ± 0.23 in 344 patients with prestudy and on-study biopsies (group A) and only 0.17 ± 0.22 in 169 with prestudy and screening biopsies (group B). Group A patients with RFSP slope ≥ 0.2 (95 patients, 27.6%) had higher 7-year cumulative rates of non-hepatocellular carcinoma outcomes (46% vs 8%, respectively) and with a hepatocellular carcinoma (10% vs 3%, respectively) than RFSP slope < 02 (249 patients, 72.4%) (P < .0001). RFSP and screening Ishak score correlated independently (P <.0001) with clinical outcomes in multivariate analysis. CONCLUSIONS Rapid RFSP (>0.2), which occurred in 26.7% of HALT-C Trial patients, correlated strongly with clinical outcomes.
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Affiliation(s)
- John C. Hoefs
- Division of Gastroenterology, University of California - Irvine, Irvine, CA
| | | | | | - David E. Kleiner
- Laboratory of Pathology, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, MD
| | - Jules L. Dienstag
- Gastrointestinal Unit (Medical Services), Massachusetts General Hospital, Boston, MA and the Department of Medicine, Harvard Medical School, Boston, MA
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O'Bryan JM, Potts JA, Bonkovsky HL, Mathew A, Rothman AL. Extended interferon-alpha therapy accelerates telomere length loss in human peripheral blood T lymphocytes. PLoS One 2011; 6:e20922. [PMID: 21829595 PMCID: PMC3150344 DOI: 10.1371/journal.pone.0020922] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2011] [Accepted: 05/15/2011] [Indexed: 02/07/2023] Open
Abstract
Background Type I interferons have pleiotropic effects on host cells, including inhibiting telomerase in lymphocytes and antiviral activity. We tested the hypothesis that long-term interferon treatment would result in significant reduction in average telomere length in peripheral blood T lymphocytes. Methods/Principal Findings Using a flow cytometry-based telomere length assay on peripheral blood mononuclear cell samples from the Hepatitis-C Antiviral Long-term Treatment against Cirrhosis (HALT-C) study, we measured T cell telomere lengths at screening and at months 21 and 45 in 29 Hepatitis-C virus infected subjects. These subjects had failed to achieve a sustained virologic response following 24 weeks of pegylated-interferon-alpha plus ribavirin treatment and were subsequently randomized to either a no additional therapy group or a maintenance dose pegylated-IFNα group for an additional 3.5 years. Significant telomere loss in naïve T cells occurred in the first 21 months in the interferon-alpha group. Telomere losses were similar in both groups during the final two years. Expansion of CD8+CD45RA+CD57+ memory T cells and an inverse correlation of alanine aminotransferase levels with naïve CD8+ T cell telomere loss were observed in the control group but not in the interferon-alpha group. Telomere length at screening inversely correlated with Hepatitis-C viral load and body mass index. Conclusions/Significance Sustained interferon-alpha treatment increased telomere loss in naïve T cells, and inhibited the accumulation of T cell memory expansions. The durability of this effect and consequences for immune senescence need to be defined.
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Affiliation(s)
- Joel M. O'Bryan
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
| | - James A. Potts
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
| | - Herbert L. Bonkovsky
- Department of Medicine, University of Connecticut Health Center, Farmington, Connecticut, United States of America
- Carolinas Medical Center, Charlotte, North Carolina, United States of America
| | - Anuja Mathew
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
- * E-mail:
| | - Alan L. Rothman
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
- Institute for Immunology and Informatics, University of Rhode Island, Providence, Rhode Island, United States of America
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Lok AS, Everhart JE, Di Bisceglie AM, Kim HY, Hussain M, Morgan TR. Occult and previous hepatitis B virus infection are not associated with hepatocellular carcinoma in United States patients with chronic hepatitis C. Hepatology 2011; 54:434-42. [PMID: 21374690 PMCID: PMC3134544 DOI: 10.1002/hep.24257] [Citation(s) in RCA: 63] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
UNLABELLED Previous studies have suggested that prior exposure to hepatitis B virus (HBV) infection may increase the risk of development of hepatocellular carcinoma (HCC) in patients with chronic hepatitis C. The aim of this study was to compare the prevalence of previous or occult HBV infection in a cohort of hepatitis B surface antigen-negative patients with histologically advanced chronic hepatitis C in the United States who did or did not develop HCC. Stored sera from 91 patients with HCC and 182 matched controls who participated in the Hepatitis C Antiviral Long-term Treatment against Cirrhosis (HALT-C) Trial were tested for hepatitis B core antibody (anti-HBc), hepatitis B surface antibody, and HBV DNA. Frozen liver samples from 28 HCC cases and 55 controls were tested for HBV DNA by way of real-time polymerase chain reaction. Anti-HBc (as a marker of previous HBV infection) was present in the serum of 41.8% HCC cases and 45.6% controls (P=0.54); anti-HBc alone was present in 16.5% of HCC cases and 24.7% of controls. HBV DNA was detected in the serum of only one control subject and no patients with HCC. HBV DNA (as a marker of occult HBV infection) was detected in the livers of 10.7% of HCC cases and 23.6% of controls (P=0.18). CONCLUSION Although almost half the patients in the HALT-C Trial had serological evidence of previous HBV infection, there was no difference in prevalence of anti-HBc in serum or HBV DNA in liver between patients who did or did not develop HCC. In the United States, neither previous nor occult HBV infection is an important factor in HCC development among patients with advanced chronic hepatitis C.
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Affiliation(s)
- Anna S. Lok
- Division of Gastroenterology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - James E. Everhart
- Division of Digestive Diseases and Nutrition, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, MD
| | - Adrian M. Di Bisceglie
- Division of Gastroenterology and Hepatology, Saint Louis University School of Medicine, St. Louis, MO
| | | | - Munira Hussain
- Division of Gastroenterology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - Timothy R. Morgan
- Division of Gastroenterology, University of California Irvine, Irvine, CA, Gastroenterology Service, VA Long Beach Healthcare System, Long Beach, CA
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Dienstag JL, Ghany MG, Morgan TR, Di Bisceglie AM, Bonkovsky HL, Kim HY, Seeff LB, Szabo G, Wright EC, Sterling RK, Everson GT, Lindsay KL, Lee WM, Lok AS, Morishima C, Stoddard AM, Everhart JE. A prospective study of the rate of progression in compensated, histologically advanced chronic hepatitis C. Hepatology 2011. [PMID: 21520194 DOI: 10.1002/hep.24370.24370] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
UNLABELLED The incidence of liver disease progression among subjects with histologically advanced but compensated chronic hepatitis C is incomplete. The Hepatitis C Antiviral Long-term Treatment against Cirrhosis Trial was a randomized study of 3.5 years of maintenance peginterferon treatment on liver disease progression among patients who had not cleared virus on peginterferon and ribavirin therapy. Patients were followed subsequently off therapy. Because maintenance peginterferon treatment did not alter liver disease progression, we analyzed treated and control patients together. Among 1,050 subjects (60% advanced fibrosis, 40% cirrhosis), we determined the rate of progression to cirrhosis over 4 years and of clinical outcomes over 8 years. Among patients with fibrosis, the incidence of cirrhosis was 9.9% per year. Six hundred seventy-nine clinical outcomes occurred among 329 subjects. Initial clinical outcomes occurred more frequently among subjects with cirrhosis (7.5% per year) than subjects with fibrosis (3.3% per year) (P<0.0001). Child-Turcotte-Pugh (CTP) score≥7 was the most common first outcome, followed by hepatocellular carcinoma. Following occurrence of a CTP score≥7, the rate of subsequent events increased to 12.9% per year, including a death rate of 10% per year. Age and sex did not influence outcome rates. Baseline platelet count was a strong predictor of all clinical outcomes. During the 8 years of follow-up, death or liver transplantation occurred among 12.2% of patients with advanced fibrosis and 31.5% of those with cirrhosis. CONCLUSION Among patients with advanced hepatitis C who failed peginterferon and ribavirin therapy, the rate of liver-related outcomes, including death and liver transplantation, is high, especially once the CTP score reaches at least 7.
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Affiliation(s)
- Jules L Dienstag
- Gastrointestinal Unit, Massachusetts General Hospital, and the Department of Medicine, Harvard Medical School, Boston, MA 02114, USA.
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Dienstag JL, Ghany MG, Morgan TR, Di Bisceglie AM, Bonkovsky HL, Kim HY, Seeff LB, Szabo G, Wright EC, Sterling RK, Everson GT, Lindsay KL, Lee WM, Lok AS, Morishima C, Stoddard AM, Everhart JE. A prospective study of the rate of progression in compensated, histologically advanced chronic hepatitis C. Hepatology 2011; 54:396-405. [PMID: 21520194 PMCID: PMC3144992 DOI: 10.1002/hep.24370] [Citation(s) in RCA: 128] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2010] [Accepted: 04/12/2011] [Indexed: 12/12/2022]
Abstract
UNLABELLED The incidence of liver disease progression among subjects with histologically advanced but compensated chronic hepatitis C is incomplete. The Hepatitis C Antiviral Long-term Treatment against Cirrhosis Trial was a randomized study of 3.5 years of maintenance peginterferon treatment on liver disease progression among patients who had not cleared virus on peginterferon and ribavirin therapy. Patients were followed subsequently off therapy. Because maintenance peginterferon treatment did not alter liver disease progression, we analyzed treated and control patients together. Among 1,050 subjects (60% advanced fibrosis, 40% cirrhosis), we determined the rate of progression to cirrhosis over 4 years and of clinical outcomes over 8 years. Among patients with fibrosis, the incidence of cirrhosis was 9.9% per year. Six hundred seventy-nine clinical outcomes occurred among 329 subjects. Initial clinical outcomes occurred more frequently among subjects with cirrhosis (7.5% per year) than subjects with fibrosis (3.3% per year) (P<0.0001). Child-Turcotte-Pugh (CTP) score≥7 was the most common first outcome, followed by hepatocellular carcinoma. Following occurrence of a CTP score≥7, the rate of subsequent events increased to 12.9% per year, including a death rate of 10% per year. Age and sex did not influence outcome rates. Baseline platelet count was a strong predictor of all clinical outcomes. During the 8 years of follow-up, death or liver transplantation occurred among 12.2% of patients with advanced fibrosis and 31.5% of those with cirrhosis. CONCLUSION Among patients with advanced hepatitis C who failed peginterferon and ribavirin therapy, the rate of liver-related outcomes, including death and liver transplantation, is high, especially once the CTP score reaches at least 7.
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Affiliation(s)
- Jules L. Dienstag
- Gastrointestinal Unit, Massachusetts General Hospital, Boston, MA and the Department of Medicine, Harvard Medical School, Boston, MA
| | - Marc G. Ghany
- Liver Diseases Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, MD
| | - Timothy R. Morgan
- Division of Gastroenterology, University of California – Irvine, Irvine, CA, Gastroenterology Service, VA Long Beach Healthcare System, Long Beach, CA
| | - Adrian M. Di Bisceglie
- Division of Gastroenterology and Hepatology, Saint Louis University School of Medicine, St. Louis, MO
| | - Herbert L. Bonkovsky
- Departmentof Medicine, University of Connecticut Health Center, Farmington, CT, Carolinas Medical Center, Charlotte, NC
| | | | - Leonard B. Seeff
- Division of Digestive Diseases and Nutrition, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, MD, Office of the Director, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, MD
| | - Gyongyi Szabo
- Hepatology and Liver Center, Division of Gastroenterology, Department of Medicine, University of Massachusetts Medical School, Worcester, MA
| | - Elizabeth C. Wright
- Office of the Director, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, MD
| | - Richard K. Sterling
- Hepatology Section, Virginia Commonwealth University Medical Center, Richmond, VA
| | - Gregory T. Everson
- Section of Hepatology, Division of Gastroenterology and Hepatology, University of Colorado Denver, School of Medicine, Aurora, CO
| | - Karen L. Lindsay
- Division of Gastrointestinal and Liver Diseases, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - William M. Lee
- Division of Digestive and Liver Diseases, University of Texas Southwestern Medical Center, Dallas, TX
| | - Anna S. Lok
- Division of Gastroenterology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - Chihiro Morishima
- Division of Virology, Department of Laboratory Medicine, University of Washington, Seattle, WA
| | | | - James E. Everhart
- Division of Digestive Diseases and Nutrition, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, MD
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O'Brien TR, Everhart JE, Morgan TR, Lok AS, Chung RT, Shao Y, Shiffman ML, Dotrang M, Sninsky JJ, Bonkovsky HL, Pfeiffer RM. An IL28B genotype-based clinical prediction model for treatment of chronic hepatitis C. PLoS One 2011; 6:e20904. [PMID: 21760886 PMCID: PMC3132753 DOI: 10.1371/journal.pone.0020904] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2011] [Accepted: 05/12/2011] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND Genetic variation in IL28B and other factors are associated with sustained virological response (SVR) after pegylated-interferon/ribavirin treatment for chronic hepatitis C (CHC). Using data from the HALT-C Trial, we developed a model to predict a patient's probability of SVR based on IL28B genotype and clinical variables. METHODS HALT-C enrolled patients with advanced CHC who had failed previous interferon-based treatment. Subjects were re-treated with pegylated-interferon/ribavirin during trial lead-in. We used step-wise logistic regression to calculate adjusted odds ratios (aOR) and create the predictive model. Leave-one-out cross-validation was used to predict a priori probabilities of SVR and determine area under the receiver operator characteristics curve (AUC). RESULTS Among 646 HCV genotype 1-infected European American patients, 14.2% achieved SVR. IL28B rs12979860-CC genotype was the strongest predictor of SVR (aOR, 7.56; p<.0001); the model also included HCV RNA (log10 IU/ml), AST:ALT ratio, Ishak fibrosis score and prior ribavirin treatment. For this model AUC was 78.5%, compared to 73.0% for a model restricted to the four clinical predictors and 60.0% for a model restricted to IL28B genotype (p<0.001). Subjects with a predicted probability of SVR <10% had an observed SVR rate of 3.8%; subjects with a predicted probability >10% (43.3% of subjects) had an SVR rate of 27.9% and accounted for 84.8% of subjects actually achieving SVR. To verify that consideration of both IL28B genotype and clinical variables is required for treatment decisions, we calculated AUC values from published data for the IDEAL Study. CONCLUSION A clinical prediction model based on IL28B genotype and clinical variables can yield useful individualized predictions of the probability of treatment success that could increase SVR rates and decrease the frequency of futile treatment among patients with CHC.
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Affiliation(s)
- Thomas R O'Brien
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland, United States of America.
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Freedman ND, Curto TM, Lindsay KL, Wright EC, Sinha R, Everhart JE. Coffee consumption is associated with response to peginterferon and ribavirin therapy in patients with chronic hepatitis C. Gastroenterology 2011; 140:1961-9. [PMID: 21376050 PMCID: PMC3109110 DOI: 10.1053/j.gastro.2011.02.061] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2010] [Revised: 01/28/2011] [Accepted: 02/18/2011] [Indexed: 12/15/2022]
Abstract
BACKGROUND & AIMS High-level coffee consumption has been associated with reduced progression of pre-existing liver diseases and lower risk of hepatocellular carcinoma. However, its relationship with therapy for hepatitis C virus infection has not been evaluated. METHODS Patients (n=885) from the lead-in phase of the Hepatitis C Antiviral Long-Term Treatment Against Cirrhosis Trial recorded coffee intake before retreatment with peginterferon α-2a (180 μg/wk) and ribavirin (1000-1200 mg/day). We assessed patients for early virologic response (2 log10 reduction in level of hepatitis C virus RNA at week 12; n=466), and undetectable hepatitis C virus RNA at weeks 20 (n=320), 48 (end of treatment, n=284), and 72 (sustained virologic response; n=157). RESULTS Median log10 drop from baseline to week 20 was 2.0 (interquartile range [IQR], 0.6-3.9) among nondrinkers and 4.0 (IQR, 2.1-4.7) among patients that drank 3 or more cups/day of coffee (P trend<.0001). After adjustment for age, race/ethnicity, sex, alcohol, cirrhosis, ratio of aspartate aminotransferase to alanine aminotransferase, the IL28B polymorphism rs12979860, dose reduction of peginterferon, and other covariates, odds ratios for drinking 3 or more cups/day vs nondrinking were 2.0 (95% confidence interval [CI]: 1.1-3.6; P trend=.004) for early virologic response, 2.1 (95% CI: 1.1-3.9; P trend=.005) for week 20 virologic response, 2.4 (95% CI: 1.3-4.6; P trend=.001) for end of treatment, and 1.8 (95% CI: 0.8-3.9; P trend=.034) for sustained virologic response. CONCLUSIONS High-level consumption of coffee (more than 3 cups per day) is an independent predictor of improved virologic response to peginterferon plus ribavirin in patients with hepatitis C.
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Affiliation(s)
- Neal D. Freedman
- Nutritional Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Rockville, MD
| | | | - Karen L. Lindsay
- Division of Gastrointestinal and Liver Diseases, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Elizabeth C. Wright
- Office of the Director, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, MD
| | - Rashmi Sinha
- Nutritional Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Rockville, MD
| | - James E. Everhart
- Division of Digestive Diseases and Nutrition, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, MD
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Lambrecht RW, Sterling RK, Naishadham D, Stoddard AM, Rogers T, Morishima C, Morgan TR, Bonkovsky HL. Iron levels in hepatocytes and portal tract cells predict progression and outcomes of patients with advanced chronic hepatitis C. Gastroenterology 2011; 140:1490-500.e3. [PMID: 21335007 PMCID: PMC3081953 DOI: 10.1053/j.gastro.2011.01.053] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2010] [Revised: 01/03/2011] [Accepted: 01/20/2011] [Indexed: 12/11/2022]
Abstract
BACKGROUND & AIMS Iron may influence severity and progression of non-hemochromatotic liver diseases. Our aim was to assess the relationship of iron and HFE genetic variations to progression and outcomes in the HALT-C Trial and whether PegIFN therapy influenced iron variables. METHODS Participants were randomized to receive long-term PegIFN [n = 400] or no therapy [n = 413] for 3.5 y, with follow-up for up to 8.7 y [median 6.0 y]. Associations of patient characteristics with iron variables at baseline and over time were carried out using Kaplan-Meier analyses, Cox regression models, and repeated measures analysis of covariance. RESULTS Participants who developed clinical outcomes [CTP > 7, ascites, encephalopathy, variceal bleeding, SBP, HCC, death] had significantly higher baseline scores for stainable iron in hepatocytes and in portal tract cells than those without. There were significant direct correlations between stainable iron in portal triads and lobular and total Ishak inflammatory and fibrosis scores [P < 0.0001]. Iron in triads at baseline increased risk of outcomes (HR = 1.35, P = 0.02). Stainable iron in hepatocytes decreased, whereas that in portal stromal cells increased significantly [P < 0.0001] over time. Serum iron and TIBC fell significantly over time [P < 0.0001], as did serum ferritin [P = 0.0003]. Chronic PegIFN treatment did not affect stainable iron. HFE genetic variations did not correlate with outcomes, including development of hepatocellular carcinoma. CONCLUSIONS Stainable iron in hepatocytes and portal tract cells is a predictor of progression and clinical and histological outcomes in advanced chronic hepatitis C. Chronic low-dose PegIFN therapy did not improve outcomes, nor iron variables.
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Affiliation(s)
- Richard W. Lambrecht
- Department of Medicine, University of Connecticut Health Center, Farmington, CT, USA
| | | | | | | | - Thomas Rogers
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Chihiro Morishima
- Virology Division, Department of Laboratory Medicine, University of Washington, Seattle, WA, USA
| | - Timothy R. Morgan
- Gastroenterology Service VA Long Beach Healthcare System, Long Beach, CA, and Divison of Gastroenterology, University of California-Irvine, Irvine, CA, USA
| | - Herbert L. Bonkovsky
- Department of Medicine, University of Connecticut Health Center, Farmington, CT, USA, Carolinas Medical Center, Charlotte, NC, USA
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Zemel R, Issachar A, Tur-Kaspa R. The role of oncogenic viruses in the pathogenesis of hepatocellular carcinoma. Clin Liver Dis 2011; 15:261-79, vii-x. [PMID: 21689612 DOI: 10.1016/j.cld.2011.03.001] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
HBV and HCV have major roles in hepatocarcinogenesis. More than 500 million people are infected with hepatitis viruses and, therefore, HCC is highly prevalent, especially in those countries endemic for HBV and HCV. Viral and host factors contribute to the development of HCC. The main viral factors include the circulating load of HBV DNA or HCV RNA and specific genotypes. Various mechanisms are involved in the host-viral interactions that lead to HCC development, among which are genetic instability, self-sufficiency in growth signals, insensitivity to antigrowth signals, evasion of apoptosis, limitless replicative potential, sustained angiogenesis, and tissue invasiveness. Prevention of HBV by vaccination, as well as antiviral therapy against HBV and for HCV seem able to inhibit the development of HCC.
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Affiliation(s)
- Romy Zemel
- Department of Medicine D and the Liver Institute, Rabin Medical Center, Beilinson Hospital, Molecular Hepatology Research Laboratory, Felsenstein Medical Research Center, Sackler School of Medicine, Tel Aviv University, 39 Jabotinsky Street, Petah-Tikva 49100, Israel
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Di Bisceglie AM, Stoddard AM, Dienstag JL, Shiffman ML, Seeff LB, Bonkovsky HL, Morishima C, Wright EC, Snow KK, Lee WM, Fontana RJ, Morgan TR, Ghany MG. Excess mortality in patients with advanced chronic hepatitis C treated with long-term peginterferon. Hepatology 2011; 53:1100-8. [PMID: 21480316 PMCID: PMC3073857 DOI: 10.1002/hep.24169] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
UNLABELLED Chronic hepatitis C virus infection can cause chronic liver disease, cirrhosis and liver cancer. The Hepatitis C Antiviral Long-term Treatment against Cirrhosis (HALT-C) Trial was a prospective, randomized controlled study of long-term, low-dose peginterferon therapy in patients with advanced chronic hepatitis C who failed to respond to a previous course of optimal antiviral therapy. The aim of this follow-up analysis is to describe the frequency and causes of death among this cohort of patients. Deaths occurring during and after the HALT-C Trial were reviewed by a committee of investigators to determine the cause of death and to categorize each death as liver- or nonliver-related and as related or not to complications of peginterferon. Rates of liver transplantation were also assessed. Over a median of 5.7 years, 122 deaths occurred among 1,050 randomized patients (12%), of which 76 were considered liver-related (62%) and 46 nonliver-related (38%); 74 patients (7%) underwent liver transplantation. At 7 years the cumulative mortality rate was higher in the treatment compared to the control group (20% versus 15%, P = 0.049); the primary difference in mortality was in patients in the fibrosis compared to the cirrhosis stratum (14% versus 7%, P = 0.01); comparable differences were observed when liver transplantation was included. Excess mortality, emerging after 3 years of treatment, was related largely to nonliver-related death; liver-related mortality was similar in the treatment and control groups. No specific cause of death accounted for the excess mortality and only one death was suspected to be a direct complication of peginterferon. CONCLUSION Long-term maintenance peginterferon in patients with advanced chronic hepatitis C is associated with an excess overall mortality, which was primarily due to nonliver-related causes among patients with bridging fibrosis.
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Affiliation(s)
- Adrian M. Di Bisceglie
- Division of Gastroenterology and Hepatology, Saint Louis University School of Medicine, St. Louis, MO
| | | | - Jules L. Dienstag
- Gastrointestinal Unit, Massachusetts General Hospital, Boston, MA,Department of Medicine, Harvard Medical School, Boston, MA
| | | | - Leonard B. Seeff
- Division of Digestive Diseases and Nutrition, Bethesda, MD,Liver Diseases Branch, Bethesda, MD
| | - Herbert L. Bonkovsky
- Department of Medicine, University of Connecticut Health Center, Farmington, CT,Carolinas Medical Center, Charlotte, NC
| | - Chihiro Morishima
- Division of Virology, Department of Laboratory Medicine, University of Washington, Seattle, WA
| | - Elizabeth C. Wright
- Office of the Director, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, MD
| | | | - William M. Lee
- Division of Digestive and Liver Diseases, University of Texas Southwestern Medical Center, Dallas, TX
| | - Robert J. Fontana
- Division of Gastroenterology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - Timothy R. Morgan
- Division of Gastroenterology, University of California - Irvine, Irvine, CA,Gastroenterology Service, VA Long Beach Healthcare System, Long Beach, CA
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Lok AS, Everhart JE, Wright EC, Di Bisceglie AM, Kim HY, Sterling RK, Everson GT, Lindsay KL, Lee WM, Bonkovsky HL, Dienstag JL, Ghany MG, Morishima C, Morgan TR. Maintenance peginterferon therapy and other factors associated with hepatocellular carcinoma in patients with advanced hepatitis C. Gastroenterology 2011; 140:840-9; quiz e12. [PMID: 21129375 PMCID: PMC3057272 DOI: 10.1053/j.gastro.2010.11.050] [Citation(s) in RCA: 151] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2010] [Revised: 11/04/2010] [Accepted: 11/16/2010] [Indexed: 12/15/2022]
Abstract
BACKGROUND & AIMS Interferon reportedly decreases the incidence of hepatocellular carcinoma (HCC) in patients with chronic hepatitis C. The Hepatitis C Antiviral Long-term Treatment against Cirrhosis (HALT-C) Trial showed that 4 years of maintenance therapy with pegylated interferon (peginterferon) does not reduce liver disease progression. We investigated whether peginterferon decreases the incidence of HCC in the HALT-C cohort over a longer posttreatment follow-up period. METHODS The study included 1048 patients with chronic hepatitis C (Ishak fibrosis scores ≥ 3) who did not have a sustained virologic response (SVR) to therapy. They were randomly assigned to groups given a half-dose of peginterferon or no treatment (controls) for 3.5 years and followed up for a median of 6.1 (maximum, 8.7) years. RESULTS Eighty-eight patients developed HCC (68 definite, 20 presumed): 37 of 515 who were given peginterferon (7.2%) and 51 of 533 controls (9.6%; P = .24). There was a significantly lower incidence of HCC among patients given peginterferon therapy who had cirrhosis, but not fibrosis, based on analysis of baseline biopsy samples. After 7 years, the cumulative incidences of HCC in treated and control patients with cirrhosis were 7.8% and 24.2%, respectively (hazard ratio [HR], 0.45; 95% confidence interval [CI], 0.24-0.83); in treated and control patients with fibrosis, incidences were 8.3% and 6.8%, respectively (HR, 1.44; 95% CI, 0.77-2.69). Treated patients with a ≥ 2-point decrease in the histologic activity index, based on a follow-up biopsy, had a lower incidence of HCC than those with unchanged or increased scores (2.9% vs 9.4%; P = .03). CONCLUSIONS Extended analysis of the HALT-C cohort showed that long-term peginterferon therapy does not reduce the incidence of HCC among patients with advanced hepatitis C who did not achieve SVRs. Patients with cirrhosis who received peginterferon treatment had a lower risk of HCC than controls.
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Affiliation(s)
- Anna S. Lok
- Division of Gastroenterology, University of Michigan Medical Center, Ann Arbor, MI
| | - James E. Everhart
- Division of Digestive Diseases and Nutrition, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, MD
| | - Elizabeth C. Wright
- Office of the Director, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, MD
| | - Adrian M. Di Bisceglie
- Division of Gastroenterology and Hepatology, Saint Louis University School of Medicine, St. Louis, MO
| | | | - Richard K. Sterling
- Hepatology Section, Virginia Commonwealth University Medical Center, Richmond, VA
| | - Gregory T. Everson
- Section of Hepatology, Division of Gastroenterology and Hepatology, University of Colorado Denver, School of Medicine, Aurora, CO
| | - Karen L. Lindsay
- Division of Gastrointestinal and Liver Diseases, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - William M. Lee
- Division of Digestive and Liver Diseases, University of Texas Southwestern Medical Center, Dallas, TX
| | - Herbert L. Bonkovsky
- Department of Medicine, University of Connecticut Health Center, Farmington, CT, Carolinas Medical Center, Charlotte, NC
| | - Jules L. Dienstag
- Gastrointestinal Unit, Massachusetts General Hospital, Boston, MA, Department of Medicine, Harvard Medical School, Boston, MA
| | - Marc G. Ghany
- Liver Diseases Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, MD
| | - Chihiro Morishima
- Division of Virology, Department of Laboratory Medicine, University of Washington, Seattle, WA
| | - Timothy R. Morgan
- Division of Gastroenterology, University of California Irvine, Irvine, CA, Gastroenterology Service, VA Long Beach Healthcare System, Long Beach, CA
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Pár A, Kisfali P, Melegh B, Tornai I, Gervain J, Szalay F, Varga M, Papp M, Schuller J, Tusnádi A, Fehér J, Lengyel G, Nemes Z, Péterfi Z, Hunyady B, Vincze Á, Pár G. Cytokine (IL-10, IL-28B and LT-A) gene polymorphisms in chronic hepatitis C virus infection. ACTA ACUST UNITED AC 2011. [DOI: 10.1556/cemed.4.2010.2.2] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Kronfol Z, Litman HJ, Back-Madruga C, Bieliauskas LA, Lindsay KL, Lok AS, Fontana RJ. No increase in depression with low-dose maintenance peginterferon in prior non-responders with chronic hepatitis C. J Affect Disord 2011; 129:205-12. [PMID: 20889211 PMCID: PMC3025085 DOI: 10.1016/j.jad.2010.09.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2010] [Accepted: 09/15/2010] [Indexed: 01/22/2023]
Abstract
BACKGROUND Peginterferon and ribavirin treatment of chronic hepatitis C (CHC) is frequently associated with dose-limiting neuropsychiatric toxicity. The purpose of this study is to determine whether prolonged administration of low-dose peginterferon-α2a is associated with an increase in the rate and severity of depression compared to untreated controls. METHODS 129 non-responders to full-dose peginterferon and ribavirin treatment were randomized to low-dose maintenance treatment with peginterferon-α2a 90 μg/week or no treatment for 3.5 years. Depression was assessed using the Beck Depression Inventory (BDI-II) and the Composite International Diagnostic Interview (CIDI) at baseline and at 12, 24, 36, and 48 months. "Clinical depression" was defined as BDI-II ≥11 and/or meeting DSM-IV criteria for major depression on the CIDI. Serial cortisol and serotonin plasma concentrations were obtained in a subgroup of patients. RESULTS Rates of clinical depression did not significantly differ over time or between treatment groups. Baseline clinical depression was the only significant predictor of clinical depression over time (p<0.001). Rates of clinical depression were also significantly higher in patients experiencing liver disease progression (p=0.016). Antidepressant use did not significantly differ between groups. Adjusted whole blood serotonin levels dropped significantly over time (p=0.04), but there was no group by time effect. LIMITATIONS Lack of significant group differences in antidepressant use does not completely preclude significant mood changes masked by antidepressants. Results may differ in treatment naïve CHC patients or in those receiving full-dose peginterferon. CONCLUSIONS Prolonged low-dose peginterferon-α2a treatment is not associated with an increase in the frequency or severity of clinical depression in prior non-responder patients with chronic hepatitis C.
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Affiliation(s)
- Ziad Kronfol
- Depression Center, University of Michigan, Ann Arbor, MI
| | | | - Carla Back-Madruga
- Department of Psychiatry and the Behavioral Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Linas A. Bieliauskas
- Neuropsychology Section, Department of Psychiatry, University of Michigan, Ann Arbor, MI
- Psychology Service, Veterans Affairs Health System, Ann Arbor, MI
| | - Karen L. Lindsay
- Division of Gastrointestinal and Liver Diseases, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Anna S. Lok
- Division of Gastroenterology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Robert J. Fontana
- Division of Gastroenterology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
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Shrivastava S, Raychoudhuri A, Steele R, Ray R, Ray RB. Knockdown of autophagy enhances the innate immune response in hepatitis C virus-infected hepatocytes. Hepatology 2011; 53:406-14. [PMID: 21274862 PMCID: PMC3335751 DOI: 10.1002/hep.24073] [Citation(s) in RCA: 164] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2010] [Accepted: 11/05/2010] [Indexed: 12/12/2022]
Abstract
UNLABELLED The role of autophagy in disease pathogenesis following viral infection is beginning to be elucidated. We have previously reported that hepatitis C virus (HCV) infection in hepatocytes induces autophagy. However, the biological significance of HCV-induced autophagy has not been clarified. Autophagy has recently been identified as a novel component of the innate immune system against viral infection. In this study, we found that knockdown of autophagy-related protein beclin 1 (BCN1) or autophagy-related protein 7 (ATG7) in immortalized human hepatocytes (IHHs) inhibited HCV growth. BCN1- or ATG7-knockdown IHHs, when they were infected with HCV, exhibited increased expression of interferon-β, 2',5'-oligoadenylate synthetase 1, interferon-α, and interferon-α-inducible protein 27 messenger RNAs of the interferon signaling pathways in comparison with infected control IHHs. A subsequent study demonstrated that HCV infection in autophagy-impaired IHHs displayed caspase activation, poly(adenosine diphosphate ribose) polymerase cleavage, and apoptotic cell death. CONCLUSION The disruption of autophagy machinery in HCV-infected hepatocytes activates the interferon signaling pathway and induces apoptosis. Together, these results suggest that HCV-induced autophagy impairs the innate immune response.
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Affiliation(s)
| | | | - Robert Steele
- Department of Pathology, Saint Louis University, Missouri
| | - Ranjit Ray
- Department of Internal Medicine, Saint Louis University, Missouri
| | - Ratna B. Ray
- Department of Pathology, Saint Louis University, Missouri
- Department of Internal Medicine, Saint Louis University, Missouri
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Trapero-Marugán M, Mendoza J, Moreno Monteagudo JA, Chaparro M, García-Buey L, González-Moreno L, Borque MJ, Moreno-Otero R. Current antiviral combination therapy for chronic hepatitis C patients who failed to interferon alfa-based treatment. J Clin Pharm Ther 2010; 36:695-703. [PMID: 21175705 DOI: 10.1111/j.1365-2710.2010.01231.x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
WHAT IS KNOWN AND OBJECTIVE Interferon-alfa-based therapy is effective in the treatment of Hepatitis C. However, some patients fail to respond and others relapse, after initially responding. Our objective was to assess the efficacy, safety and predictive factors for sustained virological response (SVR) to peginterferon plus ribavirin in chronic hepatitis C patients who failed to interferon-alfa (IFNα)-based therapy. METHODS Seventy-five consecutive patients who failed to IFNα-based therapy were retreated with peginterferon plus ribavirin. Of these patients, 85% were infected by genotype 1. The primary endpoint was SVR. RESULTS AND DISCUSSION Of 75 non-responder (n = 54) or relapser patients (n = 21), 50 were previously treated with IFNα-monotherapy and 25 with IFNα plus ribavirin. Global SVR rate was 41.3%: for patients re-treated with IFNα the response was 48% whilst for those retreated with IFNα plus ribavirin, it was 28%. For previous non-responders the SVR rate was 37% and for relapsers it was 52.4%. WHAT IS NEW AND CONCLUSION Retreatment with peginterferon plus ribavirin is an effective option for some chronic hepatitis C non-responder or relapser patients. Higher SVR rate was achieved in relapsers and in those patients who received IFNα monotherapy previously.
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Affiliation(s)
- M Trapero-Marugán
- Gastroenterology and Hepatology Service, Hospital Universitario de La Princesa, Autonomous University of Madrid, and Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain.
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Seeff LB, Everson GT, Morgan TR, Curto TM, Lee WM, Ghany MG, Shiffman ML, Fontana RJ, Di Bisceglie AM, Bonkovsky HL, Dienstag JL. Complication rate of percutaneous liver biopsies among persons with advanced chronic liver disease in the HALT-C trial. Clin Gastroenterol Hepatol 2010; 8:877-83. [PMID: 20362695 PMCID: PMC3771318 DOI: 10.1016/j.cgh.2010.03.025] [Citation(s) in RCA: 315] [Impact Index Per Article: 22.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2009] [Revised: 03/17/2010] [Accepted: 03/20/2010] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Although percutaneous liver biopsy is a standard diagnostic procedure, it has drawbacks, including risk of serious complications. It is not known whether persons with advanced chronic liver disease have a greater risk of complications from liver biopsy than patients with more mild, chronic liver disease. The safety and complications of liver biopsy were examined in patients with hepatitis C-related bridging fibrosis or cirrhosis who were enrolled in the Hepatitis C Antiviral Long-Term Treatment against Cirrhosis trial. METHODS Standard case report forms from 2740 liver biopsies performed at 10 study sites between 2000 and 2006 were reviewed for serious adverse events, together with information from questionnaires completed by investigators about details of biopsy techniques used at each hospital. RESULTS There were 29 serious adverse events (1.1%); the most common was bleeding (16 cases; 0.6%). There were no biopsy-related deaths. The bleeding rate was higher among patients with platelet counts of 60,000/mm(3) or less and among those with an international normalized ratio of 1.3 or greater, although none of the patients with an international normalized ratio greater than 1.5 bled. Excluding subjects with a platelet count of 60,000/mm(3) or less would have reduced the bleeding rate by 25% (4 of 16), eliminating only 2.8% (77 of 2740) of biopsies. Operator experience, the type of needle used, or the performance of the biopsy under ultrasound guidance did not influence the frequencies of adverse events. CONCLUSIONS Approximately 0.5% of persons with hepatitis C and advanced fibrosis experienced potentially serious bleeding after liver biopsy; risk increased significantly in patients with platelet counts of 60,000/mm(3) or less.
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Affiliation(s)
- Leonard B. Seeff
- Division of Digestive Diseases and Nutrition, National Institutes of Health, Department of Health and Human Services, Bethesda, MD
| | - Gregory T. Everson
- Section of Hepatology, Division of Gastroenterology and Hepatology, University of Colorado Denver, School of Medicine, Aurora, CO
| | - Timothy R. Morgan
- Division of Gastroenterology, University of California - Irvine, Irvine, CA and Gastroenterology Service, VA Long Beach Healthcare System, Long Beach, CA
| | | | - William M. Lee
- Division of Digestive and Liver Diseases, University of Texas Southwestern Medical Center, Dallas, TX
| | - Marc G. Ghany
- Liver Diseases Branch, National Institutes of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, MD
| | - Mitchell L. Shiffman
- Liver Institute of Virginia, Bon Secours Health System, Newport News and Richmond, VA
| | - Robert J. Fontana
- Division of Gastroenterology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - Adrian M. Di Bisceglie
- Division of Gastroenterology and Hepatology, Saint Louis University School of Medicine, St. Louis, MO
| | - Herbert L. Bonkovsky
- Departments of Medicine and Molecular & Structural Biology and The Liver-Biliary-Pancreatic Center, University of Connecticut Health Center, Farmington, CT. (Dr. Bonkovsky's urrent address is Carolinas Medical Center, Charlotte, NC)
| | - Jules L. Dienstag
- Gastrointestinal Unit (Medical Services), Massachusetts General Hospital and the Department of Medicine, Harvard Medical School, Boston, MA
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Poynard T, Afdhal NH. Perspectives on fibrosis progression in hepatitis C: an à la carte approach to risk factors and staging of fibrosis. Antivir Ther 2010; 15:281-91. [PMID: 20516548 DOI: 10.3851/imp1535] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
The morbidity and mortality of chronic hepatitis C is related to progressive fibrosis and the development of cirrhosis. The development of fibrosis in patients with HCV is highly influenced by immune status, host response to the virus and associated factors, such as, age, sex, alcohol intake, diabetes, obesity and coinfection with other viruses. The rate of fibrosis progression differs depending on several factors, including the stage of fibrosis and the time since infection. Routine assessment of fibrosis through biopsy every 3-5 years has poor patient acceptance and reliability, and might result in missed opportunities to improve or modify treatment priorities. Enhanced understanding of the pathophysiology of liver fibrosis in HCV infection has led to the development of a number of non-invasive assessment modalities. The ideal test would discriminate fibrosis in the categories none/early (stages 0/1), intermediate (stage 2) and advanced fibrosis/cirrhosis (stages 3/4) and be readily available, inexpensive and accurate. Biomarker tests utilize individual or combined serum markers to determine the degree of fibrosis. Other strategies combine biomarkers with clinical variables, such as patient age or utilize liver imaging or functional assessments. Incorporation of appropriately validated non-invasive assessments of liver fibrosis will likely improve the clinical care of patients with HCV infection.
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Affiliation(s)
- Thierry Poynard
- Service d'Hépato-Gastroentérologie, Groupe Hospitalier Pitié-Salpêtrière AP-HP, University Paris 6, Paris, France
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Morgan TR, Ghany MG, Kim HY, Snow KK, Shiffman ML, De Santo JL, Lee WM, Di Bisceglie AM, Bonkovsky HL, Dienstag JL, Morishima C, Lindsay KL, Lok AS. Outcome of sustained virological responders with histologically advanced chronic hepatitis C. Hepatology 2010; 52:833-44. [PMID: 20564351 PMCID: PMC2932862 DOI: 10.1002/hep.23744] [Citation(s) in RCA: 362] [Impact Index Per Article: 25.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
UNLABELLED Retrospective studies suggest that subjects with chronic hepatitis C and advanced fibrosis who achieve a sustained virological response (SVR) have a lower risk of hepatic decompensation and hepatocellular carcinoma (HCC). In this prospective analysis, we compared the rate of death from any cause or liver transplantation, and of liver-related morbidity and mortality, after antiviral therapy among patients who achieved SVR, virologic nonresponders (NR), and those with initial viral clearance but subsequent breakthrough or relapse (BT/R) in the HALT-C (Hepatitis C Antiviral Long-Term Treatment Against Cirrhosis) Trial. Laboratory and/or clinical outcome data were available for 140 of the 180 patients who achieved SVR. Patients with nonresponse (NR; n = 309) or who experienced breakthrough or relapse (BT/R; n = 77) were evaluated every 3 months for 3.5 years and then every 6 months thereafter. Outcomes included death, liver-related death, liver transplantation, decompensated liver disease, and HCC. Median follow-up for the SVR, BT/R, and NR groups of patients was 86, 85, and 79 months, respectively. At 7.5 years, the adjusted cumulative rate of death/liver transplantation and of liver-related morbidity/mortality in the SVR group (2.2% and 2.7%, respectively) was significantly lower than that of the NR group (21.3% and 27.2%, P < 0.001 for both) but not the BT/R group (4.4% and 8.7%). The adjusted hazard ratio (HR) for time to death/liver transplantation (HR = 0.17, 95% confidence interval [CI] = 0.06-0.46) or development of liver-related morbidity/mortality (HR = 0.15, 95% CI = 0.06-0.38) or HCC (HR = 0.19, 95% CI = 0.04-0.80) was significant for SVR compared to NR. Laboratory tests related to liver disease severity improved following SVR. CONCLUSION Patients with advanced chronic hepatitis C who achieved SVR had a marked reduction in death/liver transplantation, and in liver-related morbidity/mortality, although they remain at risk for HCC.
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Affiliation(s)
- Timothy R. Morgan
- Division of Gastroenterology, University of California - Irvine, Irvine, CA, Gastroenterology Service, VA Long Beach Healthcare System, Long Beach, CA
| | - Marc G. Ghany
- Liver Diseases Branch, National Institutes of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, MD
| | | | | | - Mitchell L. Shiffman
- Hepatology Section, Virginia Commonwealth University Medical Center, Richmond, VA
| | - Jennifer L. De Santo
- Division of Gastroenterology and Hepatology, University of Colorado at Denver and Health Sciences Center, Denver, CO
| | - William M. Lee
- Division of Digestive and Liver Diseases, University of Texas Southwestern Medical Center, Dallas, TX
| | - Adrian M. Di Bisceglie
- Division of Gastroenterology and Hepatology, Saint Louis University School of Medicine, St. Louis, MO
| | - Herbert L. Bonkovsky
- Departments of Medicine and Molecular & Structural Biology and The Liver-Biliary-Pancreatic Center, University of Connecticut Health Center, Farmington, CT. (Dr. Bonkovsky’s current address is Carolinas Medical Center, Charlotte, NC)
| | - Jules L. Dienstag
- Gastrointestinal Unit, Massachusetts General Hospital, Boston, MA and the Department of Medicine, Harvard Medical School, Boston, MA
| | - Chihiro Morishima
- Division of Virology, Department of Laboratory Medicine, University of Washington, Seattle, WA
| | - Karen L. Lindsay
- Division of Gastrointestinal and Liver Diseases, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Anna S.F. Lok
- Division of Gastroenterology, University of Michigan Medical Center, Ann Arbor, MI
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Fontana RJ, Bieliauskas L, Back-Madruga C, Lindsay KL, Litman HJ, Lok AS, Kronfol Z. Cognitive function does not worsen during long-term low-dose peginterferon therapy in patients with chronic hepatitis C. Am J Gastroenterol 2010; 105:1551-60. [PMID: 20104219 PMCID: PMC3772520 DOI: 10.1038/ajg.2010.3] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
OBJECTIVES Neuropsychiatric toxicity is a common dose-limiting side effect of interferon therapy. The primary aim of this study was to determine whether patients receiving long-term low-dose peginterferon therapy had a higher incidence of cognitive side effects compared with untreated patients enrolled in the Hepatitis C Antiviral Long-Term treatment against Cirrhosis (HALT-C) Trial. METHODS A total of 129 patients with chronic hepatitis C and advanced fibrosis completed a battery of 10 neuropsychological tests and the Beck Depression Inventory at pretreatment baseline and at months 12, 24, 36, and 48 while receiving long-term peginterferonalpha2a (90 microg/week) or no therapy during the randomized phase of the HALT-C Trial. Cognitive impairment was defined as a global deficit score (GDS) > or = 1.0. RESULTS The mean age was 51.2 years, 67% were male, and 42% had cirrhosis. After accounting for baseline GDS scores, the mean GDS scores did not significantly change over time (P=0.46) nor with treatment group (P=0.49). Cognitive function was also not influenced by medication adherence in the 66 patients receiving maintenance peginterferon (P=0.14) after controlling for baseline GDS scores and time. Beck Depression scores did not significantly increase over time (P=0.60), nor did they vary by treatment group (P=0.74). Although 32% of patients experienced objective worsening of their liver disease during follow-up, the frequency and severity of cognitive impairment did not differ in those with and without disease progression (P=0.71). CONCLUSIONS Measures of cognitive function were neither influenced by low-dose peginterferon treatment nor with objective evidence of liver disease progression in patients with advanced chronic hepatitis C prospectively followed up for 3.5 years.
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Affiliation(s)
- Robert J. Fontana
- Division of Gastroenterology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Linas Bieliauskas
- Neuropsychology Section, Department of Psychiatry, University of Michigan, Ann Arbor, MI,Psychology Service, Veterans Affairs Health System, Ann Arbor, MI
| | - Carla Back-Madruga
- Department of Psychiatry and the Behavioral Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Karen L Lindsay
- Division of Gastrointestinal and Liver Diseases, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | | | - Anna S.F. Lok
- Division of Gastroenterology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Ziad Kronfol
- Depression Center, University of Michigan, Ann Arbor, MI
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Delgado-Borrego A, Jordan SH, Negre B, Healey D, Lin W, Kamegaya Y, Christofi M, Ludwig DA, Lok AS, Chung RT. Reduction of insulin resistance with effective clearance of hepatitis C infection: results from the HALT-C trial. Clin Gastroenterol Hepatol 2010; 8:458-62. [PMID: 20156586 PMCID: PMC2856733 DOI: 10.1016/j.cgh.2010.01.022] [Citation(s) in RCA: 67] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2009] [Revised: 01/25/2010] [Accepted: 01/27/2010] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Hepatitis C virus (HCV) infection is associated with an increased prevalence of diabetes and insulin resistance (IR); whether this is a causal relationship has not been established. METHODS We performed a longitudinal study within the lead-in phase of the Hepatitis C Antiviral Long-Term Treatment against Cirrhosis (HALT-C) Trial to evaluate whether suppression of hepatitis C is associated with improvement in IR. Participants had advanced hepatic fibrosis and carried non-3 HCV genotypes (n = 96). Patients underwent 24 weeks of pegylated interferon and ribavirin therapy and were categorized into HCV clearance groups at week 20 on the basis of HCV RNA levels; null responders had <1 log(10) decline (n = 38), partial responders had >or=1 log(10) decline (n = 37) but detectable HCV RNA, and complete responders had no detectable HCV RNA (n = 21). The primary outcome was change (week 20 minus week 0) in IR by using the homeostasis model assessment (HOMA2-IR). RESULTS Adjusting only for baseline HOMA2-IR, mean HOMA2-IR differences were -2.23 (complete responders), -0.90 (partial responders), and +0.18 (null responders) (P = .036). The observed differences in mean HOMA2-IR scores were ordered in a linear fashion across response groups (P = .01). The association between HCV clearance and improvement in HOMA2-IR could not be accounted for by adiponectin or tumor necrosis factor-alpha and was independent of potential confounders including age, gender, ethnicity, body mass index, duration of infection, medications used, and fibrosis. CONCLUSIONS HCV suppression correlates with improvement in IR. These data provide further support for a role of HCV in the development of insulin resistance.
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Affiliation(s)
- Aymin Delgado-Borrego
- Department of Pediatrics, Batchelor Children’s Research Institute, University of Miami, Miami, FL 33136
| | - Sergio H. Jordan
- Department of Pediatrics, Batchelor Children’s Research Institute, University of Miami, Miami, FL 33136
| | - Betania Negre
- Department of Pediatrics, Batchelor Children’s Research Institute, University of Miami, Miami, FL 33136
| | - David Healey
- Gastrointestinal Unit, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
| | - Wenyu Lin
- Gastrointestinal Unit, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
| | - Yoshitaka Kamegaya
- Gastrointestinal Unit, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
| | - Marielle Christofi
- Gastrointestinal Unit, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
| | - David A. Ludwig
- Department of Pediatrics, Batchelor Children’s Research Institute, University of Miami, Miami, FL 33136
| | - Anna S.F. Lok
- Division of Gastroenterology, University of Michigan Medical Center, Ann Arbor, MI
| | - Raymond T Chung
- Gastrointestinal Unit, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
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