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Shaw J, Acharya C, Albhaisi S, Fagan A, McGeorge S, White MB, Lachar J, Olson J, Olofson A, Bergstrom L, Kamath PS, Bajaj JS. Subjective and objective burden on providers from a multicenter app-based study of patients with cirrhosis and caregivers. Hepatol Commun 2023; 7:e0030. [PMID: 36706194 PMCID: PMC9988316 DOI: 10.1097/hc9.0000000000000030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Accepted: 10/30/2022] [Indexed: 01/28/2023] Open
Abstract
BACKGROUND App-based technologies could enhance patient and caregiver communication and provide alerts that potentially reducing readmissions. However, the burden of App alerts needs to be optimized to reduce provider burnout. AIM The purpose of this study was to determine subjective and objective burden of using the Patient Buddy App, a health information technology (HIT) on providers in a randomized multicenter trial, who completed a semi-quantitative Likert scale survey regarding training procedures, data and privacy concerns, follow-up details, and technical support. This randomized multicenter trial recruits cirrhosis inpatients and their caregivers, and randomizes them into standard-of-care, HIT (communication only via App) and HIT+visits (App+phone calls/visits) for 30 days after discharge. The alerts are monitored by providers through a central iPad. The reason(s) and number of alerts were recorded as the objective burden. A total of 1442 messages were sent as alerts from the 103 dyads (patient + caregiver) (n=206) randomized to HIT arms. The most common messages related to Hepatic Encephalopathy (HE) (high or low bowel movement=50% or orientation tests=37%). Twelve providers completed the surveys reflecting the following themes-92% and 100%, felt adequately trained and confident about educating the patients and caregivers before roll out of App and had no concerns related to data and privacy; 70%, felt that appropriate time was spent on pursuing reason for data not being logged; 60% each, had issues with availability of adequate technical support and connectivity. CONCLUSION The Patient Buddy App randomized multicenter trial till date shows an overall favorable rating regarding training procedures/education, privacy concerns, and ease of message follow-up, from providers. However, it is important to gauge and address subjective and objective burdens of monitoring human resources in current and future HIT studies to avoid burnout and to ensure successful study completion.
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Affiliation(s)
- Jawaid Shaw
- Division of Hospital Medicine, Virginia Commonwealth University Medical Center, Richmond, Virginia, USA
| | - Chathur Acharya
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University Medical Center, Richmond, Virginia, USA
| | - Somaya Albhaisi
- Division of Hospital Medicine, Virginia Commonwealth University Medical Center, Richmond, Virginia, USA
| | - Andrew Fagan
- GI Section, Central Virginia Veterans Healthcare System, Richmond, Virginia, USA
| | - Sara McGeorge
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University Medical Center, Richmond, Virginia, USA
| | - Melanie B. White
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University Medical Center, Richmond, Virginia, USA
| | - Jatinder Lachar
- Division of Hospital Medicine, Virginia Commonwealth University Medical Center, Richmond, Virginia, USA
| | - Jessica Olson
- Division of Gastroenterology and Hepatology, Mayo Clinic School of Medicine, Rochester, Minnesota, USA
| | - Amy Olofson
- Division of Gastroenterology and Hepatology, Mayo Clinic School of Medicine, Rochester, Minnesota, USA
| | - Lori Bergstrom
- Division of Gastroenterology and Hepatology, Mayo Clinic School of Medicine, Rochester, Minnesota, USA
| | - Patrick S. Kamath
- Division of Gastroenterology and Hepatology, Mayo Clinic School of Medicine, Rochester, Minnesota, USA
| | - Jasmohan S. Bajaj
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University Medical Center, Richmond, Virginia, USA
- GI Section, Central Virginia Veterans Healthcare System, Richmond, Virginia, USA
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Acharya C, Sehrawat TS, McGuire DB, Shaw J, Fagan A, McGeorge S, Olofson A, White MB, Gavis E, Kamath PS, Bergstrom L, Bajaj JS. Perspectives of Inpatients With Cirrhosis and Caregivers on Using Health Information Technology: Cross-sectional Multicenter Study. J Med Internet Res 2021; 23:e24639. [PMID: 33744844 PMCID: PMC8065567 DOI: 10.2196/24639] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 10/13/2020] [Accepted: 03/21/2021] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND Health information technology (IT) interventions to decrease readmissions for cirrhosis may be limited by patient-associated factors. OBJECTIVE The aim of this study was to determine perspectives regarding adoption versus refusal of health IT interventions among patient-caregiver dyads. METHODS Inpatients with cirrhosis and their caregivers were approached to participate in a randomized health IT intervention trial requiring daily contact with research teams via the Patient Buddy app. This app focuses on ascites, medications, and hepatic encephalopathy over 30 days. Regression analyses for characteristics associated with acceptance were performed. For those who declined, a semistructured interview was performed with themes focused on caregivers, protocol, transport/logistics, technology demands, and privacy. RESULTS A total of 349 patient-caregiver dyads were approached (191 from Virginia Commonwealth University, 56 from Richmond Veterans Affairs Medical Center, and 102 from Mayo Clinic), 87 of which (25%) agreed to participate. On regression, dyads agreeing included a male patient (odds ratio [OR] 2.08, P=.01), gastrointestinal bleeding (OR 2.3, P=.006), or hepatic encephalopathy admission (OR 2.0, P=.01), whereas opioid use (OR 0.46, P=.03) and alcohol-related etiology (OR 0.54, P=.02) were associated with refusal. Race, study site, and other admission reasons did not contribute to refusing participation. Among the 262 dyads who declined randomization, caregiver reluctance (43%), perceived burden (31%), technology-related issues (14%), transportation/logistics (10%), and others (4%), but not privacy, were highlighted as major concerns. CONCLUSIONS Patients with cirrhosis admitted with hepatic encephalopathy and gastrointestinal bleeding without opioid use or alcohol-related etiologies were more likely to participate in a health IT intervention focused on preventing readmissions. Caregiver and study burden but not privacy were major reasons to decline participation. Reducing perceived patient-caregiver burden and improving communication may improve participation. TRIAL REGISTRATION ClinicalTrials.gov NCT03564626; https://www.clinicaltrials.gov/ct2/show/NCT03564626.
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Affiliation(s)
- Chathur Acharya
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University, Richmond, VA, United States.,McGuire VA Medical Center, Richmond, VA, United States
| | - Tejasav S Sehrawat
- Division of Gastroenterology and Hepatology, Mayo Clinic School of Medicine, Rochester, MN, United States
| | - Deborah B McGuire
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University, Richmond, VA, United States.,McGuire VA Medical Center, Richmond, VA, United States
| | - Jawaid Shaw
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University, Richmond, VA, United States.,McGuire VA Medical Center, Richmond, VA, United States
| | - Andrew Fagan
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University, Richmond, VA, United States.,McGuire VA Medical Center, Richmond, VA, United States
| | - Sara McGeorge
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University, Richmond, VA, United States.,McGuire VA Medical Center, Richmond, VA, United States
| | - Amy Olofson
- Division of Gastroenterology and Hepatology, Mayo Clinic School of Medicine, Rochester, MN, United States
| | - Melanie B White
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University, Richmond, VA, United States.,McGuire VA Medical Center, Richmond, VA, United States
| | - Edith Gavis
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University, Richmond, VA, United States.,McGuire VA Medical Center, Richmond, VA, United States
| | - Patrick S Kamath
- Division of Gastroenterology and Hepatology, Mayo Clinic School of Medicine, Rochester, MN, United States
| | - Lori Bergstrom
- Division of Gastroenterology and Hepatology, Mayo Clinic School of Medicine, Rochester, MN, United States
| | - Jasmohan Singh Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University, Richmond, VA, United States.,McGuire VA Medical Center, Richmond, VA, United States
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Acharya C, White MB, Fagan A, Sterling RK, Stravitz RT, Puri P, Fuchs M, Luketic V, Sanyal AJ, Wade JB, Gilles H, Heuman DM, Tinsley F, Matherly S, Lee H, Siddiqui MS, Thacker LR, Bajaj JS. Liver Transplant Is Associated with Sustained Improvement in Tandem Gait and Risk of Falls. Dig Dis Sci 2021; 66:1360-1366. [PMID: 32323075 PMCID: PMC7578102 DOI: 10.1007/s10620-020-06261-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2019] [Accepted: 04/08/2020] [Indexed: 12/18/2022]
Abstract
BACKGROUND Cirrhosis is associated with poor health-related quality of life (HRQOL), cognitive dysfunction (CD), and lack of coordination leading to falls. Tandem gait (TG; heel-toe) can be used to assess coordination. The impact and relationship between CD, TG and falls pre-/post-liver transplant (LT) is unclear. We aimed to determine the impact of LT on CD, abnormal TG, and HRQOL in cirrhosis. METHODS We analyzed patients who underwent complete neurological examination, cognitive testing by psychometric hepatic encephalopathy score (PHES), and HRQOL assessment using sickness impact profile (SIP). All patients were followed for 1 post-LT visit at 6 or 12 months post-LT for clinical course and falls. Change in CD, TD, and falls pre-/post-LT were compared. RESULTS Off 131 recruited, 61 patients completed all visits. Majority were men (84%), with HCV etiology (34%). Pre-LT: Abnormal TG trended towards increased falls (OR 3.3, P = 0.08). Forty-nine % had abnormal TG, 61% had CD, 32.7% had CD + abnormal TG, 62% had prior OHE, and 14.7% had falls. Abnormal and normal TG patients had similar ages, BMI, sex, education level, and MELD scores. Abnormal TG group had higher prior overt HE (P = 0.03) and worse physical SIP score (P = 0.008). Post-LT: There was sustained improvement in CD, HRQOL, falls, and TG post-LT more at 12 than 6 months in all patients. Patients who had abnormal TG pre-LT continued to have a worse PHES (P = 0.0064) and physical SIP score (P = 0.008) compared to normal pre-LT TG patients. CONCLUSION After LT, there is a sustained improvement in coordination measured via tandem gait, accompanied by a lower rate of falls.
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Affiliation(s)
- Chathur Acharya
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
| | - Melanie B White
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
| | - Andrew Fagan
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
| | - Richard K Sterling
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
| | - R Todd Stravitz
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
| | - Puneet Puri
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
| | - Michael Fuchs
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
| | - Velimir Luketic
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
| | - Arun J Sanyal
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
| | - James B Wade
- Department of Psychiatry, VCU Medical Center and McGuire VA Medical Center, Richmond, VA, USA
| | - HoChong Gilles
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
| | - Douglas M Heuman
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
| | - Felicia Tinsley
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
| | - Scott Matherly
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
| | - Hannah Lee
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
| | - Mohammad S Siddiqui
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA
| | - Leroy R Thacker
- Department of Biostatistics, VCU Medical Center and McGuire VA Medical Center, Richmond, VA, USA
| | - Jasmohan S Bajaj
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, VA, 23249, USA.
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Saboo K, Shamsaddini A, Iyer MV, Hu C, Fagan A, Gavis EA, White MB, Fuchs M, Heuman DM, Sikaroodi M, Iyer RK, Gillevet PM, Bajaj JS. Sex is associated with differences in gut microbial composition and function in hepatic encephalopathy. J Hepatol 2021; 74:80-88. [PMID: 32679299 PMCID: PMC7749850 DOI: 10.1016/j.jhep.2020.06.046] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 06/17/2020] [Accepted: 06/18/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Altered microbiota can affect the gut-liver-brain axis in cirrhosis and hepatic encephalopathy (HE), but the impact of sex on these changes is unclear. We aimed to determine differences in fecal microbiota composition/functionality between men and women with cirrhosis and HE on differing treatments. METHODS Cross-sectional stool microbiome composition (16s rRNA sequencing) and microbial functional analyses were performed in men and women with cirrhosis, and controls. Patients with HE on rifaximin+lactulose (HE-Rif), patients with HE on lactulose only (HE-Lac) and those with cirrhosis without HE (No-HE) were compared to controls using random forest classifier. Men and women were also compared. RESULTS A total of 761 individuals were included, 619 with cirrhosis (466 men, 153 women) and 142 controls (92 men, 50 women). Men were older and more frequently used proton pump inhibitors (PPIs), but model for end-stage liver disease score, No-HE (n = 319), HE-lac (n = 130) and HE-Rif (n = 170) proportions were similar. PPI/age-adjusted AUC of differentiation between controls vs. all cirrhosis, and controls vs. No-HE were higher within women than men, but the adjusted AUC for No-HE vs. HE-Rif was higher in men. Control vs. HE-Rif differentiation was similar across sexes. Men vs. women were different in all cirrhosis, No-HE and HE-Lac but not HE-Rif on PERMANOVA and AUC analyses. Autochthonous taxa decreased and pathobionts increased with disease progression regardless of sex. In men, Lactobacillaceae were higher in HE-Lac but decreased in HE-Rif, along with Veillonellaceae. Pathways related to glutamate and aromatic compound degradation were higher in men at all stages. Degradation of androstenedione, an estrogenic precursor, was lower in men vs. women in HE-Rif, likely enhancing feminization. CONCLUSIONS There are differences in gut microbial function and composition between men and women with cirrhosis, which could be implicated in differential responses to HE therapies. Further studies linking these differences to sex-specific outcomes are needed. LAY SUMMARY Patients with cirrhosis develop changes in their brain function, and men often develop feminization with disease progression. However, the interaction between sex, microbiota and disease severity is unclear. We found that as disease progressed in men, their microbial composition began to approach that observed in women, with changes in specific microbes that are associated with male hormone metabolism.
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Affiliation(s)
- Krishnakant Saboo
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | | | - Mihir V Iyer
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Chang Hu
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Andrew Fagan
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Edith A Gavis
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Melanie B White
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Michael Fuchs
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Douglas M Heuman
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | | | - Ravishankar K Iyer
- Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | | | - Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA.
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Bruley DF, Abdallah JM, Streiff MB, Reeg SE, Hasty CC, Bruley KC, Duncan M, Duncan R, Thiessen EE, White MB, Bruley SB. Two Consecutive Invasive Surgeries Utilizing Zymogen Protein C (ZPC) That Enhanced Patient Safety and Reduced Costs. Adv Exp Med Biol 2021; 1269:45-49. [PMID: 33966193 DOI: 10.1007/978-3-030-48238-1_7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
This case report describes a major surgical procedure for a protein C-deficient, hypercoagulable patient who underwent two back-to-back invasive surgeries, hip replacement, and spinal stenosis correction. The patient, an 84-year-old male with a history of deep vein thromboses (DVT) and pulmonary emboli (PE), was treated pre-, peri-, and postoperatively with zymogen protein C (ZPC-Baxter, International) and recovered without clotting or increased bleeding. During the procedure, the patient was not administered any other anticoagulants. There have now been several case reports on different patients with unrelated teams in various locations worldwide using zymogen protein C during surgical procedures. Thus, this procedure is becoming a viable choice for patients with a high probability of clotting during and after invasive surgery. This case focuses on accomplishing safer surgery and reducing costs, by using less ZPC while accomplishing two surgeries in one procedure. As a result, this procedure might be useful for many medical situations where acquired protein C deficiency could be a problem (e.g., sepsis, pregnancy, etc.). This approach may have greater application to medical conditions other than protein C deficiency, where clotting and inflammation can become issues.
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Affiliation(s)
| | - J M Abdallah
- Vidant Medical Center, East Carolina University, Greenville, NC, USA
| | - M B Streiff
- Johns Hopkins Medical Institutions, Baltimore, MD, USA
| | - S E Reeg
- Vidant Medical Center, East Carolina University, Greenville, NC, USA
| | - C C Hasty
- Vidant Medical Center, East Carolina University, Greenville, NC, USA
| | - K C Bruley
- Synthesizer, Inc., Ellicott City, MD, USA
| | - M Duncan
- Vidant Medical Center, East Carolina University, Greenville, NC, USA
| | - R Duncan
- Vidant Medical Center, East Carolina University, Greenville, NC, USA
| | | | - M B White
- Synthesizer, Inc., Ellicott City, MD, USA
| | - S B Bruley
- Synthesizer, Inc., Ellicott City, MD, USA
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Bajaj JS, Reddy KR, O’Leary JG, Vargas HE, Lai JC, Kamath PS, Tandon P, Wong F, Subramanian RM, Thuluvath P, Fagan A, White MB, Gavis EA, Sehrawat T, de la Rosa Rodriguez R, Thacker LR, Sikaroodi M, Garcia-Tsao G, Gillevet PM. Serum Levels of Metabolites Produced by Intestinal Microbes and Lipid Moieties Independently Associated With Acute-on-Chronic Liver Failure and Death in Patients With Cirrhosis. Gastroenterology 2020; 159:1715-1730.e12. [PMID: 32687928 PMCID: PMC7680282 DOI: 10.1053/j.gastro.2020.07.019] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Revised: 07/02/2020] [Accepted: 07/13/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND & AIMS Inpatients with cirrhosis have high rates of acute-on-chronic failure (ACLF) development and high mortality within 30 days of admission to the hospital. Better biomarkers are needed to predict these outcomes. We performed metabolomic analyses of serum samples from patients with cirrhosis at multiple centers to determine whether metabolite profiles might identify patients at high risk for ACLF and death. METHODS We performed metabolomic analyses, using liquid chromatography, of serum samples collected at time of admission to 12 North American tertiary hepatology centers from 602 patients in the North American Consortium for the Study of End-Stage Liver Disease sites from 2015 through 2017 (mean age, 56 years; 61% men; mean model for end-stage liver disease score, 19.5). We performed analysis of covariance, adjusted for model for end-stage liver disease at time of hospital admission, serum levels of albumin and sodium, and white blood cell count, to identify metabolites that differed between patients who did vs did not develop ACLF and patients who did vs did not die during hospitalization and within 30 days. We performed random forest analysis to identify specific metabolite(s) that were associated with outcomes and area under the curve (AUC) analyses to analyze them in context of clinical parameters. We analyzed microbiomes of stool samples collected from 133 patients collected at the same time and examined associations with serum metabolites. RESULTS Of the 602 patients analyzed, 88 developed ACLF (15%), 43 died in the hospital (7%), and 72 died within 30 days (12%). Increased levels of compounds of microbial origin (aromatic compounds, secondary or sulfated bile acids, and benzoate) and estrogen metabolites, as well as decreased levels of phospholipids, were associated with development of ACLF, inpatient, and 30-day mortality and were also associated with fecal microbiomes. Random forest analysis and logistic regression showed that levels of specific microbially produced metabolites identified patients who developed ACLF with an AUC of 0.84 (95% confidence interval [CI] 0.78-0.88; P = .001), patients who died while in the hospital with an AUC of 0.81 (95% CI 0.74-0.85; P = .002), and patients who died within 30 days with an AUC of 0.77 (95% CI 0.73-0.81; P = .02). The metabolites were significantly additive to clinical parameters for predicting these outcomes. Metabolites associated with outcomes were also correlated with microbiomes of stool samples. CONCLUSIONS In an analysis of serum metabolites and fecal microbiomes of patients hospitalized with cirrhosis at multiple centers, we associated metabolites of microbial origin and lipid moieties with development of ACLF and death as an inpatient or within 30 days, after controlling for clinical features.
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Affiliation(s)
- Jasmohan S Bajaj
- Department of Medicine, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia.
| | | | | | | | | | | | | | | | | | | | - Andrew Fagan
- Virginia Commonwealth University and McGuire VA Medical Center, Richmond, USA
| | - Melanie B White
- Virginia Commonwealth University and McGuire VA Medical Center, Richmond, USA
| | - Edith A Gavis
- Virginia Commonwealth University and McGuire VA Medical Center, Richmond, USA
| | | | | | - Leroy R Thacker
- Virginia Commonwealth University and McGuire VA Medical Center, Richmond, USA
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Bajaj JS, Torre A, Rojas ML, Fagan A, Nandez IE, Gavis EA, De Leon Osorio O, White MB, Fuchs M, Sikaroodi M, Gillevet PM. Cognition and hospitalizations are linked with salivary and faecal microbiota in cirrhosis cohorts from the USA and Mexico. Liver Int 2020; 40:1395-1407. [PMID: 32181561 DOI: 10.1111/liv.14437] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Revised: 02/15/2020] [Accepted: 03/09/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Gut microbiota are affected by diet and ethnicity, which impacts cognition and hospitalizations in cirrhosis. AIM Study interactions of diet with microbiota and impact on hospitalizations and cognition in American and Mexican cohorts. METHODS Controls and age-balanced patients with compensated/decompensated cirrhosis were included and followed for 90-day hospitalizations. A subset underwent minimal hepatic encephalopathy (MHE) testing. Parameters such as dietary, salivary and faecal microbiota (diversity, taxa analysis, cirrhosis dysbiosis ratio CDR:high = good) between/within countries were analysed. Regression analyses for hospitalizations and MHE were performed. RESULTS In all, 275 age-balanced subjects (133 US [40 Control, 50 Compensated, 43 Decompensated] and 142 Mexican [41 Control, 49 Compensated, 52 Decompensated]) were enrolled. MELD/cirrhosis severity was comparable. Diet showed lower protein and animal fat intake in all decompensated patients, but this was worse in Mexico. Diversity was lower in stool and saliva in decompensated patients, and worse in Mexican cohorts. Prevotellaceae were lower in decompensated cirrhosis, particularly those with lower animal fat/protein consumption across countries. Hospitalizations were higher in Mexico vs the USA (26% vs 14%, P = .04). On regression, Prevotellaceae, Ruminococcaceae and Lachnospiraceae lowered hospitalization risk independent of MELD and ascites. MHE testing was performed in 120 (60/country and 20/subgroup) subjects and MHE rate was similar. MELD and decompensation increased while CDR and Prevotellaceae decreased the risk of MHE. CONCLUSIONS Changes in diet and microbiota, especially related to animal fat and protein intake and Prevotellaceae, are associated with MHE and hospitalizations in Mexican patients with cirrhosis compared to an American cohort. Nutritional counselling to increase protein intake in cirrhosis could help prevent these hospitalizations.
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Affiliation(s)
- Jasmohan S Bajaj
- Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Aldo Torre
- Instituto Nacional de Ciencias Medicas y Nutricion Salvador Zubiran, Mexico City, Mexico
| | - Mayra L Rojas
- Instituto Nacional de Ciencias Medicas y Nutricion Salvador Zubiran, Mexico City, Mexico
| | - Andrew Fagan
- Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Ivvone E Nandez
- Instituto Nacional de Ciencias Medicas y Nutricion Salvador Zubiran, Mexico City, Mexico
| | - Edith A Gavis
- Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Omar De Leon Osorio
- Instituto Nacional de Ciencias Medicas y Nutricion Salvador Zubiran, Mexico City, Mexico
| | - Melanie B White
- Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Michael Fuchs
- Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
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Bajaj JS, Salzman N, Acharya C, Takei H, Kakiyama G, Fagan A, White MB, Gavis EA, Holtz ML, Hayward M, Nittono H, Hylemon PB, Cox IJ, Williams R, Taylor-Robinson SD, Sterling RK, Matherly SC, Fuchs M, Lee H, Puri P, Stravitz RT, Sanyal AJ, Ajayi L, Le Guennec A, Atkinson RA, Siddiqui MS, Luketic V, Pandak WM, Sikaroodi M, Gillevet PM. Microbial functional change is linked with clinical outcomes after capsular fecal transplant in cirrhosis. JCI Insight 2019; 4:133410. [PMID: 31751317 PMCID: PMC6975263 DOI: 10.1172/jci.insight.133410] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Accepted: 11/13/2019] [Indexed: 12/15/2022] Open
Abstract
BACKGROUNDHepatic encephalopathy (HE) is associated with poor outcomes. A prior randomized, pilot trial demonstrated safety after oral capsular fecal microbial transplant (FMT) in HE, with favorable changes in microbial composition and cognition. However, microbial functional changes are unclear. The aim of this study was to determine the effect of FMT on the gut-brain axis compared with placebo, using microbial function based on bile acids (BAs), inflammation (serum IL-6, LPS-binding protein [LBP]), and their association with EncephalApp.METHODSTwenty cirrhotic patients were randomized 1:1 into groups that received 1-time FMT capsules from a donor enriched in Lachnospiraceae and Ruminococcaceae or placebo capsules, with 5-month follow-up for safety outcomes. Stool microbiota and BA; serum IL-6, BA, and LBP; and EncephalApp were analyzed at baseline and 4 weeks after FMT/placebo. Correlation networks among microbiota, BAs, EncephalApp, IL-6, and LBP were performed before/after FMT.RESULTSFMT-assigned participants had 1 HE recurrence and 2 unrelated infections. Six placebo-assigned participants developed negative outcomes. FMT, but not placebo, was associated with reduced serum IL-6 and LBP and improved EncephalApp. FMT-assigned participants demonstrated higher deconjugation and secondary BA formation in feces and serum compared with baseline. No change was seen in placebo. Correlation networks showed greater complexity after FMT compared with baseline. Beneficial taxa, such as Ruminococcaceae, Verrucomicrobiaceae, and Lachnospiraceae, were correlated with cognitive improvement and decrease in inflammation after FMT. Fecal/serum secondary/primary ratios and PiCRUST secondary BA pathways did not increase in participants who developed poor outcomes.CONCLUSIONGut microbial function in cirrhosis is beneficially affected by capsular FMT, with improved inflammation and cognition. Lower secondary BAs in FMT recipients could select for participants who develop negative outcomes.TRIAL REGISTRATIONClinicaltrials.gov NCT03152188.FUNDINGNational Center for Advancing Translational Sciences NIH grant R21TR002024, VA Merit Review grant 2I0CX001076, the United Kingdom National Institute for Health Research Biomedical Facility at Imperial College London, the British Heart Foundation, Wellcome Trust, and King's College London.
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Affiliation(s)
- Jasmohan S. Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Nita Salzman
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Chathur Acharya
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Hajime Takei
- Junshin Clinic Bile Acid Institute, Meguro-Ku, Tokyo, Japan
| | - Genta Kakiyama
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Andrew Fagan
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Melanie B. White
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Edith A. Gavis
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Mary L. Holtz
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Michael Hayward
- Department of Pediatrics, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | | | - Phillip B. Hylemon
- Department of Microbiology and Immunology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - I. Jane Cox
- Institute for Hepatology London, Foundation for Liver Research, London, United Kingdom
| | - Roger Williams
- Institute for Hepatology London, Foundation for Liver Research, London, United Kingdom
| | | | - Richard K. Sterling
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Scott C. Matherly
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Michael Fuchs
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Hannah Lee
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Puneet Puri
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - R. Todd Stravitz
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Arun J. Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Lola Ajayi
- Institute for Hepatology London, Foundation for Liver Research, London, United Kingdom
| | - Adrien Le Guennec
- Randall Centre for Cell & Molecular Biophysics and Centre for Biomolecular Spectroscopy, King’s College London, London, United Kingdom
| | - R. Andrew Atkinson
- Randall Centre for Cell & Molecular Biophysics and Centre for Biomolecular Spectroscopy, King’s College London, London, United Kingdom
| | - Mohammad S. Siddiqui
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Velimir Luketic
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - William M. Pandak
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Masoumeh Sikaroodi
- Microbiome Analysis Center, George Mason University, Manassas, Virginia, USA
| | - Patrick M. Gillevet
- Microbiome Analysis Center, George Mason University, Manassas, Virginia, USA
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Bajaj JS, Salzman NH, Acharya C, Sterling RK, White MB, Gavis EA, Fagan A, Hayward M, Holtz ML, Matherly S, Lee H, Osman M, Siddiqui MS, Fuchs M, Puri P, Sikaroodi M, Gillevet PM. Fecal Microbial Transplant Capsules Are Safe in Hepatic Encephalopathy: A Phase 1, Randomized, Placebo-Controlled Trial. Hepatology 2019; 70:1690-1703. [PMID: 31038755 PMCID: PMC6819208 DOI: 10.1002/hep.30690] [Citation(s) in RCA: 163] [Impact Index Per Article: 32.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Accepted: 04/24/2019] [Indexed: 12/11/2022]
Abstract
Hepatic encephalopathy (HE) can cause major morbidity despite standard of care (SOC; rifaximin/lactulose). Fecal microbial transplant (FMT) enemas postantibiotics are safe, but the effect of FMT without antibiotics using the capsular route requires investigation. The aim of this work was to determine the safety, tolerability, and impact on mucosal/stool microbiota and brain function in HE after capsular FMT in a randomized, single-blind, placebo-controlled clinical trial in Virginia. Patients with cirrhosis with recurrent HE with MELD (Model for End-Stage Liver Disease) <17 on SOC were randomized 1:1 into receiving 15 FMT capsules versus placebo from a single donor enriched in Lachnospiraceae and Ruminococcaceae. Endoscopies with duodenal and sigmoid biopsies, stool analysis, cognition, serum lipopolysaccharide-binding protein (LBP), and duodenal antimicrobial peptide (AMP) expression at baseline were used. Clinical follow-up with SOC maintenance was performed until 5 months. FMT-assigned patients underwent repeat endoscopies 4 weeks postenrollment. Twenty subjects on lactulose/rifaximin were randomized 1:1. MELD score was similar at baseline (9.6 vs. 10.2) and study end (10.2 vs. 10.5). Six patients in the placebo group required hospitalizations compared to 1 in FMT, which was deemed unrelated to FMT. Infection/HE episodes were similar between groups. Baseline microbial diversity was similar in all tissues between groups. Post-FMT, duodenal mucosal diversity (P = 0.01) increased with higher Ruminococcaceae and Bifidobacteriaceae and lower Streptococcaceae and Veillonellaceae. Reduction in Veillonellaceae were noted post-FMT in sigmoid (P = 0.04) and stool (P = 0.05). Duodenal E-cadherin (P = 0.03) and defensin alpha 5 (P = 0.03) increased whereas interleukin-6 (P = 0.02) and serum LBP (P = 0.009) reduced post-FMT. EncephalApp performance improved post-FMT only (P = 0.02). Conclusion: In this phase 1 study, oral FMT capsules are safe and well tolerated in patients with cirrhosis and recurrent HE. FMT was associated with improved duodenal mucosal diversity, dysbiosis, and AMP expression, reduced LBP, and improved EncephalApp performance. Further studies are needed to prove efficacy.
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Affiliation(s)
- Jasmohan S Bajaj
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Nita H Salzman
- Pediatrics and Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Chathur Acharya
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Richard K Sterling
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Melanie B White
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Edith A Gavis
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Andrew Fagan
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Michael Hayward
- Pediatrics and Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Mary L. Holtz
- Pediatrics and Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Scott Matherly
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Hannah Lee
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | | | | | - Michael Fuchs
- Pediatrics and Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Puneet Puri
- Pediatrics and Microbiology and Immunology, Medical College of Wisconsin, Milwaukee, Wisconsin
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Duarte-Rojo A, Allampati S, Thacker LR, Flud CR, Patidar KR, White MB, Klair JS, Heuman DM, Wade JB, Gavis EA, Bajaj JS. Diagnosis of covert hepatic encephalopathy: a multi-center study testing the utility of single versus combined testing. Metab Brain Dis 2019; 34:289-295. [PMID: 30506333 PMCID: PMC6351159 DOI: 10.1007/s11011-018-0350-z] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Accepted: 11/21/2018] [Indexed: 12/11/2022]
Abstract
Covert hepatic encephalopathy (CHE) affects cognition in a multidimensional fashion. Current guidelines recommend performing Psychometric Hepatic Encephalopathy Score (PHES) and a second test to diagnose CHE for multi-center trials. We aimed to determine if a two-test combination strategy improved CHE diagnosis agreement, and accuracy to predict overt hepatic encephalopathy (OHE), compared to single testing. Cirrhotic outpatients without baseline OHE performed PHES, Inhibitory Control Test (ICT), and Stroop EncephAlapp (StE) at three centers. Patients were followed for OHE development. Areas under the receiver operation characteristic curve (AUROC) were calculated. We included 437 patients (399 with follow-up data). CHE prevalence varied with testing strategy: PHES+ICT 18%, ICT + StE 25%, PHES+StE 29%, ICT 35%, PHES 37%, and StE 54%. Combination with best test agreement was PHES+StE (k = 0.34). Sixty patients (15%) developed OHE. Although CHE by StE showed the highest sensitivity to predict OHE, PHES and PHES+StE were more accurate at the expense of a lower sensitivity (55%, AUROC: 0.587; 36%, AUROC: 0.629; and 29%, AUROC: 0.623; respectively). PHES+ICT was the most specific (85%) but all strategies including ICT showed sensitivities in the 33-45% range. CHE diagnosis by PHES (HR = 1.79, p = 0.04), StE (HR = 1.69, p = 0.04), and PHES+StE (HR = 1.72, p = 0.04), were significant OHE predictors even when adjusted for prior OHE and MELD. Our results demonstrate that combined testing decreases CHE prevalence without improving the accuracy of OHE prediction. Testing with PHES or StE alone, or a PHES+StE combination, is equivalent to diagnose CHE and predict OHE development in a multi-center setting.
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Affiliation(s)
- Andres Duarte-Rojo
- Division of Gastroenterology and Hepatology, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Sanath Allampati
- Division of Internal Medicine and Gastroenterology, Cleveland Clinic, Cleveland, OH, USA
| | - Leroy R Thacker
- Family and Community Health Nursing and Biostatistics, Richmond, Virginia, USA
| | - Christopher R Flud
- Division of Gastroenterology and Hepatology, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Kavish R Patidar
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, Virginia, 23249, USA
| | - Melanie B White
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, Virginia, 23249, USA
| | - Jagpal S Klair
- Division of Gastroenterology and Hepatology, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Douglas M Heuman
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, Virginia, 23249, USA
| | - James B Wade
- Psychiatry, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Edith A Gavis
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, Virginia, 23249, USA
| | - Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, Virginia, 23249, USA.
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11
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Liu R, Ahluwalia V, Kang JD, Ghosh SS, Zhou H, Li Y, Zhao D, Gurley E, Li X, White MB, Fagan A, Lippman HR, Wade JB, Hylemon PB, Bajaj JS. Effect of Increasing Age on Brain Dysfunction in Cirrhosis. Hepatol Commun 2019; 3:63-73. [PMID: 30619995 PMCID: PMC6312655 DOI: 10.1002/hep4.1286] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Accepted: 10/24/2018] [Indexed: 12/28/2022] Open
Abstract
Patients with cirrhosis are growing older, which could have an impact on brain dysfunction beyond hepatic encephalopathy. Our aim was to study the effect of concomitant aging and cirrhosis on brain inflammation and degeneration using human and animal experiments. For the human study, age-matched patients with cirrhosis and controls between 65 and 85 years underwent cognitive testing, quality of life (QOL) assessment, and brain magnetic resonance (MR) spectroscopy and resting state functional MR imaging (rs-fMRI) analysis. Data were compared between groups. For the animal study, young (10-12 weeks) and old (1.5 years) C57BL/6 mice were given either CCl4 gavage to develop cirrhosis or a vehicle control and were followed for 12 weeks. Cortical messenger RNA (mRNA) expression of inflammatory mediators (interleukin [IL]-6, IL-1β, transforming growth factor β [TGF-β], and monocyte chemoattractant protein 1), sirtuin-1, and gamma-aminobutyric acid (GABA)-ergic synaptic plasticity (neuroligin-2 [NLG2], discs large homolog 4 [DLG4], GABA receptor, subunit gamma 1/subunit B1 [GABRG1/B1]) were analyzed and compared between younger/older control and cirrhotic mice. The human study included 46 subjects (23/group). Patients with cirrhosis had worse QOL and cognition. On MR spectroscopy, patients with cirrhosis had worse changes related to ammonia and lower N-acetyl aspartate, whereas rs-fMRI analysis revealed that these patients demonstrated functional connectivity changes in the frontoparietal cortical region compared to controls. Results of the animal study showed that older mice required lower CCl4 to reach cirrhosis. Older mice, especially with cirrhosis, demonstrated higher cortical inflammatory mRNA expression of IL-6, IL-1β, and TGF-β; higher glial and microglial activation; and lower sirtuin-1 expression compared to younger mice. Older mice also had lower expression of DLG4, an excitatory synaptic organizer, and higher NLG2 and GABRG1/B1 receptor expression, indicating a predominantly inhibitory synaptic organization. Conclusion: Aging modulates brain changes in cirrhosis; this can affect QOL, cognition, and brain connectivity. Cortical inflammation, microglial activation, and altered GABA-ergic synaptic plasticity could be contributory.
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Affiliation(s)
- Runping Liu
- Division of Gastroenterology, Hepatology, and NutritionVirginia Commonwealth UniversityRichmondVA
- Microbiology and ImmunologyVirginia Commonwealth UniversityRichmondVA
- Hunter Holmes McGuire Veterans Administration Medical CenterVirginia Commonwealth UniversityRichmondVA
| | - Vishwadeep Ahluwalia
- Division of Gastroenterology, Hepatology, and NutritionVirginia Commonwealth UniversityRichmondVA
- Hunter Holmes McGuire Veterans Administration Medical CenterVirginia Commonwealth UniversityRichmondVA
| | - Jason D. Kang
- Division of Gastroenterology, Hepatology, and NutritionVirginia Commonwealth UniversityRichmondVA
- Microbiology and ImmunologyVirginia Commonwealth UniversityRichmondVA
- Hunter Holmes McGuire Veterans Administration Medical CenterVirginia Commonwealth UniversityRichmondVA
| | - Siddhartha S. Ghosh
- Hunter Holmes McGuire Veterans Administration Medical CenterVirginia Commonwealth UniversityRichmondVA
- Division of NephrologyVirginia Commonwealth UniversityRichmondVA
| | - Huiping Zhou
- Division of Gastroenterology, Hepatology, and NutritionVirginia Commonwealth UniversityRichmondVA
- Microbiology and ImmunologyVirginia Commonwealth UniversityRichmondVA
- Hunter Holmes McGuire Veterans Administration Medical CenterVirginia Commonwealth UniversityRichmondVA
| | - Yunzhou Li
- Division of Gastroenterology, Hepatology, and NutritionVirginia Commonwealth UniversityRichmondVA
- Microbiology and ImmunologyVirginia Commonwealth UniversityRichmondVA
- Hunter Holmes McGuire Veterans Administration Medical CenterVirginia Commonwealth UniversityRichmondVA
| | - Derrick Zhao
- Division of Gastroenterology, Hepatology, and NutritionVirginia Commonwealth UniversityRichmondVA
- Microbiology and ImmunologyVirginia Commonwealth UniversityRichmondVA
- Hunter Holmes McGuire Veterans Administration Medical CenterVirginia Commonwealth UniversityRichmondVA
| | - Emily Gurley
- Division of Gastroenterology, Hepatology, and NutritionVirginia Commonwealth UniversityRichmondVA
- Microbiology and ImmunologyVirginia Commonwealth UniversityRichmondVA
- Hunter Holmes McGuire Veterans Administration Medical CenterVirginia Commonwealth UniversityRichmondVA
| | - Xiaojiaoyang Li
- Division of Gastroenterology, Hepatology, and NutritionVirginia Commonwealth UniversityRichmondVA
- Microbiology and ImmunologyVirginia Commonwealth UniversityRichmondVA
- Hunter Holmes McGuire Veterans Administration Medical CenterVirginia Commonwealth UniversityRichmondVA
| | - Melanie B. White
- Division of Gastroenterology, Hepatology, and NutritionVirginia Commonwealth UniversityRichmondVA
- Hunter Holmes McGuire Veterans Administration Medical CenterVirginia Commonwealth UniversityRichmondVA
| | - Andrew Fagan
- Division of Gastroenterology, Hepatology, and NutritionVirginia Commonwealth UniversityRichmondVA
- Hunter Holmes McGuire Veterans Administration Medical CenterVirginia Commonwealth UniversityRichmondVA
| | - H. Robert Lippman
- Hunter Holmes McGuire Veterans Administration Medical CenterVirginia Commonwealth UniversityRichmondVA
- PathologyVirginia Commonwealth UniversityRichmondVA
| | - James B. Wade
- PsychiatryVirginia Commonwealth UniversityRichmondVA
| | - Phillip B. Hylemon
- Division of Gastroenterology, Hepatology, and NutritionVirginia Commonwealth UniversityRichmondVA
- Microbiology and ImmunologyVirginia Commonwealth UniversityRichmondVA
- Hunter Holmes McGuire Veterans Administration Medical CenterVirginia Commonwealth UniversityRichmondVA
| | - Jasmohan S. Bajaj
- Division of Gastroenterology, Hepatology, and NutritionVirginia Commonwealth UniversityRichmondVA
- Hunter Holmes McGuire Veterans Administration Medical CenterVirginia Commonwealth UniversityRichmondVA
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Ahluwalia V, Wade JB, White MB, Gilles HS, Heuman DM, Fuchs M, Gavis EA, Fagan A, Thacker LR, Sterling RK, Stravitz RT, Puri P, Sanyal AJ, Siddiqui MS, Matherly S, Luketic V, Steinberg J, Moeller FG, Bajaj JS. Brain Integrity Changes Underlying Cognitive and Functional Recovery Postliver Transplant Continue to Evolve Over 1 Year. Transplantation 2018; 102:461-470. [PMID: 29087971 DOI: 10.1097/tp.0000000000001991] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND There is evidence of brain recovery on brain magnetic resonance imaging (MRI) early postliver transplant (LT), but the longer-term impact is unclear. The aim of this study was to determine the change in brain MRI parameters, cognition, and health-related quality of life (HRQOL) between 6 and 12 months post-LT. METHODS Listed cirrhotics underwent cognitive, HRQOL and brain MRI pre-LT, 6 months (post-LT1), and 1-year (post-LT2) post-LT. Assessment of MRI changes between visits was performed for ammonia-associated metabolite changes using magnetic resonance spectroscopy, white matter changes using tract-based spatial statistics analysis on diffusion tensor imaging data and grey matter changes using voxel-based morphometry analysis on 3D high resolution T1-weighted images. RESULTS Forty-five patients were included, of which 23 were tested at all visits. Cognitive and HRQOL scores improved between all visits compared with pre-LT values. This trend continued on magnetic resonance spectroscopy with reduced glutamine + glutamate and higher myoinositol, choline between pre-LT/post-LT1 but lower degrees of improvement between post-LT1/post-LT2. On diffusion tensor imaging, mean diffusivity, linear diffusivity and mode of anisotropy continued to increase in the posterior internal capsule at both post-LT visits. On voxel-based morphometry, a continued increase was seen in basal ganglia grey matter between both post-LT visits was seen. CONCLUSIONS HRQOL and cognition continue to improve compared with pre-LT values up to 1 year post-LT, although the rate of improvement slows down after 6 months. Grey matter increase is steady over time at 1 year although changes in ammonia-related metabolites and white matter integrity improve at a slower pace at 1 year post-LT.
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Affiliation(s)
- Vishwadeep Ahluwalia
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - James B Wade
- Division of Psychiatry, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Melanie B White
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - HoChong S Gilles
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Douglas M Heuman
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Michael Fuchs
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Edith A Gavis
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Andrew Fagan
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Leroy R Thacker
- Division of Biostatistics, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Richard K Sterling
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Richard Todd Stravitz
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Puneet Puri
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Arun J Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Muhammad S Siddiqui
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Scott Matherly
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Velimir Luketic
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Joel Steinberg
- Division of Psychiatry, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Frederick Gerard Moeller
- Division of Psychiatry, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
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Bajaj JS, Matin P, White MB, Fagan A, Deeb JG, Acharya C, Dalmet SS, Sikaroodi M, Gillevet PM, Sahingur SE. Periodontal therapy favorably modulates the oral-gut-hepatic axis in cirrhosis. Am J Physiol Gastrointest Liver Physiol 2018; 315:G824-G837. [PMID: 30118351 PMCID: PMC6293251 DOI: 10.1152/ajpgi.00230.2018] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Cirrhosis is associated with a systemic proinflammatory milieu, endotoxemia, and gut dysbiosis. The oral cavity could be an additional source of inflammation. We aimed to determine the effect of periodontal therapy in cirrhosis through evaluating endotoxemia, inflammation, cognition, and quality of life (QOL). Age-matched cirrhotic and noncirrhotic subjects exhibiting chronic gingivitis and/or mild or moderate periodontitis underwent periodontal therapy with follow-up at 30 days. Saliva/stool for microbial composition and serum for Model for End-stage Liver Disease (MELD) score, endotoxin and lipopolysaccharide binding protein (LBP) and immune-inflammatory markers (IL-1β; IL-6; histatins 1, 3, 5; and lysozyme) were collected at baseline and day 30. The cognitive function and QOL were also evaluated similarly. A separate group of cirrhotic patients were followed for the same duration without periodontal therapy. Cirrhotics, especially those with hepatic encephalopathy (HE), demonstrated improved dysbiosis in stool and saliva, and improved endotoxin, LBP, and salivary and serum inflammatory mediators following periodontal therapy. These parameters, which were higher in HE at baseline, became statistically similar posttherapy. Pretherapy vs. posttherapy QOL and cognition also improved in HE patients following oral interventions. On the other hand, LBP and endotoxin increased over time in cirrhotic patients not receiving therapy, but the rest of the parameters, including microbiota remained similar over time in the no-therapy group. This proof-of-concept study demonstrates that periodontal therapy in cirrhosis, especially in those with HE, is associated with improved oral and gut dysbiosis, systemic inflammation, MELD score, and cognitive function, which was not observed in those who did not receive therapy over the same time period. NEW & NOTEWORTHY Systematic periodontal therapy in cirrhotic outpatients improved endotoxemia, as well as systemic and local inflammation, and modulated salivary and stool microbial dysbiosis over 30 days. This was associated with improved quality of life and cognition in patients with prior hepatic encephalopathy. In a cirrhotic group that was not provided periodontal therapy, there was an increase in endotoxin and lipopolysaccharide binding protein in the same duration. The oral cavity could be an important underdefined source of inflammation in cirrhosis.
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Affiliation(s)
- Jasmohan S. Bajaj
- 1Department of Internal Medicine, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia
| | - Payam Matin
- 2Department of Periodontics, Virginia Commonwealth University, Richmond, Virginia
| | - Melanie B. White
- 1Department of Internal Medicine, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia
| | - Andrew Fagan
- 1Department of Internal Medicine, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia
| | - Janina Golob Deeb
- 2Department of Periodontics, Virginia Commonwealth University, Richmond, Virginia
| | - Chathur Acharya
- 1Department of Internal Medicine, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia
| | - Swati S. Dalmet
- 3Microbiome Analysis Center, George Mason University, Manassas, Virginia
| | - Masoumeh Sikaroodi
- 3Microbiome Analysis Center, George Mason University, Manassas, Virginia
| | | | - Sinem E. Sahingur
- 2Department of Periodontics, Virginia Commonwealth University, Richmond, Virginia
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14
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Bajaj JS, Acharya C, Fagan A, White MB, Gavis E, Heuman DM, Hylemon PB, Fuchs M, Puri P, Schubert ML, Sanyal AJ, Sterling RK, Stravitz TR, Siddiqui MS, Luketic V, Lee H, Sikaroodi M, Gillevet PM. Proton Pump Inhibitor Initiation and Withdrawal affects Gut Microbiota and Readmission Risk in Cirrhosis. Am J Gastroenterol 2018; 113:1177-1186. [PMID: 29872220 DOI: 10.1038/s41395-018-0085-9] [Citation(s) in RCA: 75] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2018] [Accepted: 04/01/2018] [Indexed: 02/08/2023]
Abstract
OBJECTIVES Cirrhosis is associated with gut microbial dysbiosis, high readmissions and proton pump inhibitor (PPI) overuse, which could be inter-linked. Our aim was to determine the effect of PPI use, initiation and withdrawl on gut microbiota and readmissions in cirrhosis. METHODS Four cohorts were enrolled. Readmissions study: Cirrhotic inpatients were followed throughout the hospitalization and 30/90-days post-discharge. PPI initiation, withdrawal/continuation patterns were analyzed between those with/without readmissions. Cross-sectional microbiota study: Cirrhotic outpatients and controls underwent stool microbiota analysis. Beneficial autochthonous and oral-origin taxa analysis vis-à-vis PPI use was performed. Longitudinal studies: Two cohorts of decompensated cirrhotic outpatients were enrolled. Patients on chronic unindicated PPI use were withdrawn for 14 days. Patients not on PPI were started on omeprazole for 14 days. Microbial analysis for oral-origin taxa was performed pre/post-intervention. RESULTS Readmissions study: 343 inpatients (151 on admission PPI) were enrolled. 21 were withdrawn and 45 were initiated on PPI resulting in a PPI use increase of 21%. PPIs were associated with higher 30 (p = 0.002) and 90-day readmissions (p = 0.008) independent of comorbidities, medications, MELD and age. Cross-sectional microbiota: 137 cirrhotics (59 on PPI) and 45 controls (17 on PPI) were included. PPI users regardless of cirrhosis had higher oral-origin microbiota while cirrhotics on PPI had lower autochthonous taxa compared to the rest. Longitudinal studies: Fifteen decompensated cirrhotics tolerated omeprazole initiation with an increase in oral-origin microbial taxa compared to baseline. PPIs were withdrawn from an additional 15 outpatients, which resulted in a significant reduction of oral-origin taxa compared to baseline. CONCLUSIONS PPIs modulate readmission risk and microbiota composition in cirrhosis, which responds to withdrawal. The systematic withdrawal and judicious use of PPIs is needed from a clinical and microbiological perspective in decompensated cirrhosis.
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Affiliation(s)
- Jasmohan S Bajaj
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiome Analysis Center, George Mason University, Manassas, VA, USA
| | - Chathur Acharya
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiome Analysis Center, George Mason University, Manassas, VA, USA
| | - Andrew Fagan
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiome Analysis Center, George Mason University, Manassas, VA, USA
| | - Melanie B White
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiome Analysis Center, George Mason University, Manassas, VA, USA
| | - Edith Gavis
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiome Analysis Center, George Mason University, Manassas, VA, USA
| | - Douglas M Heuman
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiome Analysis Center, George Mason University, Manassas, VA, USA
| | - Phillip B Hylemon
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiome Analysis Center, George Mason University, Manassas, VA, USA
| | - Michael Fuchs
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiome Analysis Center, George Mason University, Manassas, VA, USA
| | - Puneet Puri
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiome Analysis Center, George Mason University, Manassas, VA, USA
| | - Mitchell L Schubert
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiome Analysis Center, George Mason University, Manassas, VA, USA
| | - Arun J Sanyal
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiome Analysis Center, George Mason University, Manassas, VA, USA
| | - Richard K Sterling
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiome Analysis Center, George Mason University, Manassas, VA, USA
| | - Todd R Stravitz
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiome Analysis Center, George Mason University, Manassas, VA, USA
| | - Mohammad S Siddiqui
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiome Analysis Center, George Mason University, Manassas, VA, USA
| | - Velimir Luketic
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiome Analysis Center, George Mason University, Manassas, VA, USA
| | - Hannah Lee
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiome Analysis Center, George Mason University, Manassas, VA, USA
| | - Masoumeh Sikaroodi
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiome Analysis Center, George Mason University, Manassas, VA, USA
| | - Patrick M Gillevet
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA. Microbiome Analysis Center, George Mason University, Manassas, VA, USA
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15
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Bajaj JS, Idilman R, Mabudian L, Hood M, Fagan A, Turan D, White MB, Karakaya F, Wang J, Atalay R, Hylemon PB, Gavis EA, Brown R, Thacker LR, Acharya C, Heuman DM, Sikaroodi M, Gillevet PM. Diet affects gut microbiota and modulates hospitalization risk differentially in an international cirrhosis cohort. Hepatology 2018; 68:234-247. [PMID: 29350768 DOI: 10.1002/hep.29791] [Citation(s) in RCA: 69] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Revised: 12/14/2017] [Accepted: 01/16/2018] [Indexed: 12/17/2022]
Abstract
UNLABELLED The relative ranking of cirrhosis-related deaths differs between high-/middle-income countries. Gut microbiome is affected in cirrhosis and is related to diet. Our aim was to determine the effect of differing dietary habits on gut microbiota and clinical outcomes. Outpatient compensated/decompensated patients with cirrhosis and controls from Turkey and the United States underwent dietary and stool microbiota analysis. Patients with cirrhosis were followed till 90-day hospitalizations. Shannon diversity and multivariable determinants (Cox and binary logistic) of microbial diversity and hospitalizations were studied within/between groups. Two hundred ninety-six subjects (157 U.S.: 48 controls, 59 compensated, 50 decompensated; 139 Turkey: 46 controls, 50 compensated, 43 decompensated) were included. Patients with cirrhosis between cohorts had similar Model for End-Stage Liver Disease (MELD) scores. American patients with cirrhosis had more men, greater rifaximin/lactulose use, and higher hepatitis C/alcohol etiologies. Coffee intake was higher in Americans whereas tea, fermented milk, and chocolate intake were higher in Turkey. The entire Turkish cohort had a significantly higher microbial diversity than Americans, which did not change between their controls and patients with cirrhosis. In contrast, microbial diversity changed in the U.S.-based cohort and was the lowest in decompensated patients. Coffee, tea, vegetable, chocolate, and fermented milk intake predicted a higher diversity whereas MELD score, lactulose use, and carbonated beverage use predicted a lower microbial diversity. The Turkish cohort had a lower risk of 90-day hospitalizations. On Cox and binary logistic regression, microbial diversity was protective against 90-day hospitalizations, along with coffee/tea, vegetable, and cereal intake. CONCLUSION In this study of patients with cirrhosis and healthy controls from the United States and Turkey, a diet rich in fermented milk, vegetables, cereals, coffee, and tea is associated with a higher microbial diversity. Microbial diversity was associated with an independently lower risk of 90-day hospitalizations. (Hepatology 2018;68:234-247).
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Affiliation(s)
- Jasmohan S Bajaj
- Internal Medicine, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Ramazan Idilman
- Ankara University School of Medicine, Department of Gastroenterology, Ankara, Turkey
| | - Leila Mabudian
- Microbiome Analysis Center, George Mason University, Manassas, VA
| | - Matthew Hood
- Microbiome Analysis Center, George Mason University, Manassas, VA
| | - Andrew Fagan
- Internal Medicine, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Dilara Turan
- Ankara University School of Medicine, Department of Gastroenterology, Ankara, Turkey
| | - Melanie B White
- Internal Medicine, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Fatih Karakaya
- Ankara University School of Medicine, Department of Gastroenterology, Ankara, Turkey
| | - Jessica Wang
- Microbiome Analysis Center, George Mason University, Manassas, VA
| | - Rengül Atalay
- Bioinformatics Department, Graduate School of Informatics, Middle East Technical University, Ankara, Turkey
| | - Phillip B Hylemon
- Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Edith A Gavis
- Internal Medicine, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Robert Brown
- Microbiome Analysis Center, George Mason University, Manassas, VA
| | - Leroy R Thacker
- Biostatistics, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Chathur Acharya
- Internal Medicine, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Douglas M Heuman
- Internal Medicine, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
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Rathi S, Fagan A, Wade JB, Chopra M, White MB, Ganapathy D, Acharya C, Dhiman RK, Bajaj JS. Patient Acceptance of Lactulose Varies Between Indian and American Cohorts: Implications for Comparing and Designing Global Hepatic Encephalopathy Trials. J Clin Exp Hepatol 2018; 8:109-115. [PMID: 29892171 PMCID: PMC5992302 DOI: 10.1016/j.jceh.2017.11.010] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2017] [Accepted: 11/21/2017] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Lactulose is the first-line drug for hepatic encephalopathy (HE), but its acceptance widely differs between Western and Eastern studies. Patient preference for lactulose between different parts of the world has not been examined systematically. AIM To define the preferences and reasons behind acceptance of lactulose in patients from USA and India. METHODS A discrete-choice questionnaire with six hypothetical scenarios was constructed. Situations 1-3 studied preference for lactulose vs no-lactulose, while 4-6 studied preference for high-dose vs low-dose lactulose varying the overt HE prevention at 6 months and adverse event rates in each situation. This was administered to outpatient cirrhotics without prior/current experience with lactulose after dedicated education. RESULTS 100 patients (50 Indian, 50 USA) with similar MELD scores were included. A significantly higher proportion of Indian respondents agreed to lactulose in all situations compared to Americans. While their acceptance of lactulose decreased in the situation with the least difference in overt HE prevention, it was consistently higher than Americans. In the high-dose vs low-dose scenario, the relative proportion of American respondents accepting high-dose increased with the higher presented protection against overt HE. On the other hand, Indian respondents remained largely consistent with low-dose lactulose option. CONCLUSIONS There are significant variations in the acceptance of lactulose in Indian and American populations. The acceptance increases with a more favorable perceived benefit/risk profile, which is strongly influenced by socio-cultural factors. These results have important implications when designing, comparing and interpreting HE trials from different parts of the world.
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Affiliation(s)
- Sahaj Rathi
- Department of Hepatology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Andrew Fagan
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - James B. Wade
- Department of Psychiatry, Virginia Commonwealth University Medical Center, Richmond, VA, USA
| | - Madhu Chopra
- Department of Hepatology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Melanie B. White
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Dinesh Ganapathy
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Chathur Acharya
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Radha K. Dhiman
- Department of Hepatology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Jasmohan S. Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
- Address for correspondence: Jasmohan S. Bajaj, Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201, Broad Rock Boulevard, Richmond, VA, USA. Tel.: +1 804 675 5802; fax: +1 804 675 5816.
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Bajaj JS, Thacker LR, Fagan A, White MB, Gavis EA, Hylemon PB, Brown R, Acharya C, Heuman DM, Fuchs M, Dalmet S, Sikaroodi M, Gillevet PM. Gut microbial RNA and DNA analysis predicts hospitalizations in cirrhosis. JCI Insight 2018. [PMID: 29515036 DOI: 10.1172/jci.insight.98019] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Cirrhosis is associated with gut microbial changes, but current 16S rDNA techniques sequence both dead and live bacteria. We aimed to determine the rRNA content compared with DNA from the same stool sample to evaluate cirrhosis progression and predict hospitalizations. METHODS Cirrhotics and controls provided stool for RNA and DNA analysis. Comparisons were made between cirrhotics/controls and within cirrhosis (compensated/decompensated, infected/uninfected, renal dysfunction/not, rifaximin use/not) with respect to DNA and RNA bacterial content using linear discriminant analysis. A separate group was treated with omeprazole for 14 days with longitudinal microbiota evaluation. Patients were followed for 90 days for hospitalizations. Multivariable models for hospitalizations with clinical data with and without DNA and RNA microbial data were created. RESULTS Twenty-six controls and 154 cirrhotics (54 infected, 62 decompensated, 20 renal dysfunction, 18 rifaximin) were included. RNA and DNA analysis showed differing potentially pathogenic taxa but similar autochthonous taxa composition. Thirty subjects underwent the omeprazole study, which demonstrated differences between RNA and DNA changes. Thirty-six patients were hospitalized within 90 days. In the RNA model, MELD score and Enterococcus were independently predictive of hospitalizations, while in the DNA model MELD was predictive and Roseburia protective. In both models, adding microbiota significantly added to the MELD score in predicting hospitalizations. CONCLUSION DNA and RNA analysis of the same stool sample demonstrated differing microbiota composition, which independently predicts the hospitalization risk in cirrhosis. RNA and DNA content of gut microbiota in cirrhosis are modulated differentially with disease severity, infections, and omeprazole use. TRIAL REGISTRATION NCT01458990. FUNDING VA Merit I0CX001076.
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Affiliation(s)
| | | | - Andrew Fagan
- Division of Gastroenterology, Hepatology and Nutrition
| | | | - Edith A Gavis
- Division of Gastroenterology, Hepatology and Nutrition
| | - Phillip B Hylemon
- Department of Microbiology and Immunology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Robert Brown
- Microbiome Analysis Center, George Mason University, Manassas, Virginia, USA
| | | | | | - Michael Fuchs
- Division of Gastroenterology, Hepatology and Nutrition
| | - Swati Dalmet
- Microbiome Analysis Center, George Mason University, Manassas, Virginia, USA
| | - Masoumeh Sikaroodi
- Microbiome Analysis Center, George Mason University, Manassas, Virginia, USA
| | - Patrick M Gillevet
- Microbiome Analysis Center, George Mason University, Manassas, Virginia, USA
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18
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Ganapathy D, Acharya C, Lachar J, Patidar K, Sterling RK, White MB, Ignudo C, Bommidi S, DeSoto J, Thacker LR, Matherly S, Shaw J, Siddiqui MS, Puri P, Sanyal AJ, Luketic V, Lee H, Stravitz RT, Bajaj JS. The patient buddy app can potentially prevent hepatic encephalopathy-related readmissions. Liver Int 2017; 37:1843-1851. [PMID: 28618192 DOI: 10.1111/liv.13494] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2017] [Accepted: 06/07/2017] [Indexed: 12/14/2022]
Abstract
BACKGROUND & AIMS Readmissions are a major burden in cirrhosis. A proportion of readmissions in cirrhosis, especially because of hepatic encephalopathy (HE) could be avoided through patient and caregiver engagement. We aimed to define the feasibility of using the Patient Buddy App and its impact on 30-day readmissions by engaging and educating cirrhotic inpatients and caregivers in a pilot study. METHODS Cirrhotic inpatients with caregivers were enrolled and followed for 30 days post-discharge. On separately assigned devices loaded with Patient Buddy, they were trained on entering medication adherence, daily sodium intake and weights, and weekly cognitive (EncephalApp_Stroop) and fall-risk assessment and were educated regarding cirrhosis-related symptoms. These were monitored daily through a Patient Buddy loaded iPad by the clinical team. The App sent automatic alerts between patient/caregivers and clinical team regarding adherence and critical values. At 30 days, total, and HE-related admissions were analysed as well as the feasibility and feedback regarding educational values. RESULTS Forty patients and 40 caregivers were enrolled. Seventeen patients were readmitted within 30-days but none for HE. Eight potential HE-related readmissions were prevented through App-generated alerts that encouraged early outpatient interventions. Caregivers and patients were concordant in data entry but six did not complete data entries. Most respondents rated the App favourably for its educational value. CONCLUSIONS In this proof-of-concept trial, the use of Patient Buddy is feasible in recently discharged patients with cirrhosis and their caregivers. Eight HE-related readmissions were potentially avoided after the use of the App.
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Affiliation(s)
- Dinesh Ganapathy
- Division of Gastroenterology, Hepatology and Nutrition, Richmond, VA, USA
| | - Chathur Acharya
- Division of Gastroenterology, Hepatology and Nutrition, Richmond, VA, USA
| | - Jatinder Lachar
- Division of Gastroenterology, Hepatology and Nutrition, Richmond, VA, USA
| | - Kavish Patidar
- Division of Gastroenterology, Hepatology and Nutrition, Richmond, VA, USA
| | - Richard K Sterling
- Division of Gastroenterology, Hepatology and Nutrition, Richmond, VA, USA
| | - Melanie B White
- Division of Gastroenterology, Hepatology and Nutrition, Richmond, VA, USA
| | | | | | | | - Leroy R Thacker
- Biostatistics, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Scott Matherly
- Division of Gastroenterology, Hepatology and Nutrition, Richmond, VA, USA
| | - Jawaid Shaw
- Division of Gastroenterology, Hepatology and Nutrition, Richmond, VA, USA
| | | | - Puneet Puri
- Division of Gastroenterology, Hepatology and Nutrition, Richmond, VA, USA
| | - Arun J Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Richmond, VA, USA
| | - Velimir Luketic
- Division of Gastroenterology, Hepatology and Nutrition, Richmond, VA, USA
| | - Hannah Lee
- Division of Gastroenterology, Hepatology and Nutrition, Richmond, VA, USA
| | - Richard T Stravitz
- Division of Gastroenterology, Hepatology and Nutrition, Richmond, VA, USA
| | - Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Richmond, VA, USA
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Patidar KR, Shaw J, Acharya C, Thacker LR, White MB, Ganapathy D, Fagan A, Gavis EA, Bajaj JS. No Association Between Quick Sequential Organ Failure Assessment and Outcomes of Patients With Cirrhosis and Infections. Clin Gastroenterol Hepatol 2017; 15:1803-1804. [PMID: 28552802 DOI: 10.1016/j.cgh.2017.05.033] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2017] [Revised: 05/12/2017] [Accepted: 05/21/2017] [Indexed: 02/07/2023]
Affiliation(s)
- Kavish R Patidar
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University, Richmond, Virginia
| | - Jawaid Shaw
- Division of Gastroenterology and Hepatology, Richmond, Virginia
| | - Chathur Acharya
- Division of General Internal Medicine, Virginia Commonwealth University, Richmond, Virginia
| | - Leroy R Thacker
- Department of Biostatistics and Family and Community Health Nursing, Virginia Commonwealth University, Richmond, Virginia; McGuire VA Medical Center, Richmond, Virginia
| | - Melanie B White
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University, Richmond, Virginia
| | - Dinesh Ganapathy
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University, Richmond, Virginia
| | - Andrew Fagan
- Division of Gastroenterology and Hepatology, Richmond, Virginia
| | - Edith A Gavis
- Division of Gastroenterology and Hepatology, Richmond, Virginia
| | - Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University, Richmond, Virginia; Division of Gastroenterology and Hepatology, Richmond, Virginia.
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20
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Bajaj JS, Fagan A, Sikaroodi M, White MB, Sterling RK, Gilles H, Heuman D, Stravitz RT, Matherly SC, Siddiqui MS, Puri P, Sanyal AJ, Luketic V, John B, Fuchs M, Ahluwalia V, Gillevet PM. Liver transplant modulates gut microbial dysbiosis and cognitive function in cirrhosis. Liver Transpl 2017; 23:907-914. [PMID: 28240840 DOI: 10.1002/lt.24754] [Citation(s) in RCA: 72] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2016] [Revised: 02/09/2017] [Accepted: 02/13/2017] [Indexed: 12/14/2022]
Abstract
Liver transplantation (LT) improves daily function and cognition in patients with cirrhosis, but a subset of patients can remain impaired. Unfavorable microbiota or dysbiosis is observed in patients with cirrhosis, but the effect of LT on microbial composition, especially with poor post-LT cognition, is unclear. The aims were to determine the effect of LT on gut microbiota and to determine whether gut microbiota are associated with cognitive dysfunction after LT. We enrolled outpatient patients with cirrhosis on the LT list and followed them until 6 months after LT. Cognition (Psychometric Hepatic Encephalopathy score [PHES]), health-related quality of life (HRQOL), and stool microbiota (multitagged sequencing for diversity and taxa) tests were performed at both visits. Persistent cognitive impairment was defined as a stable/worsening PHES. Both pre-/post-LT data were compared with age-matched healthy controls. We enrolled 45 patients (56 ± 7 years, Model for End-Stage Liver Disease score 26 ± 8). They received LT 6 ± 3 months after enrollment and were re-evaluated 7 ± 2 months after LT with a stable course. A significantly improved HRQOL, PHES, with increase in microbial diversity, increase in autochthonous, and decrease in potentially pathogenic taxa were seen after LT compared with baseline. However, there was continued dysbiosis and HRQOL/cognitive impairment after LT compared with controls in 29% who did not improve PHES after LT. In these, Proteobacteria relative abundance was significantly higher and Firmicutes were lower after LT, whereas the reverse occurred in the group that improved. Delta PHES was negatively correlated with delta Proteobacteria and positively with delta Firmicutes. In conclusion, LT improves gut microbiota diversity and dysbiosis compared with pre-LT baseline but residual dysbiosis remains compared with controls. There is cognitive and HRQOL enhancement in general after LT, but a higher Proteobacteria relative abundance change is associated with posttransplant cognitive impairment. Liver Transplantation 23 907-914 2017 AASLD.
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Affiliation(s)
- Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Andrew Fagan
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | | | - Melanie B White
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Richard K Sterling
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - HoChong Gilles
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Douglas Heuman
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Richard T Stravitz
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Scott C Matherly
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Mohammed S Siddiqui
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Puneet Puri
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Arun J Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Velimir Luketic
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Binu John
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Michael Fuchs
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Vishwadeep Ahluwalia
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
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Nardelli S, Allampati S, Riggio O, Mullen KD, Prakash R, Gioia S, Unser A, White MB, Fagan AC, Wade JB, Farcomeni A, Gavis EA, Bajaj JS. Hepatic Encephalopathy Is Associated with Persistent Learning Impairments Despite Adequate Medical Treatment: A Multicenter, International Study. Dig Dis Sci 2017; 62:794-800. [PMID: 28039670 DOI: 10.1007/s10620-016-4425-6] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2016] [Accepted: 12/16/2016] [Indexed: 02/07/2023]
Abstract
BACKGROUND Hepatic encephalopathy (HE) is considered reversible regarding mental status but may not be cognitively in single-center studies. AIM To evaluate persistence of learning impairment in prior HE compared to those who never experienced HE (no-HE) in a multicenter study. METHODS A total of 174 outpatient cirrhotics from three centers (94 Virginia, 30 Ohio, and 50 Rome; 36 prior HE) underwent psychometric hepatic encephalopathy score (PHES) and inhibitory control (ICT) testing at baseline and then at least 7 days apart. ICT learning (change in 2nd half lures compared to 1st half) was compared between patient groups at both visits. Change in the PHES individual sub-tests and total score between visits was compared in both groups. US versus Italian trends were also analyzed. RESULTS HE patients had worse PHES and ICT results compared to no-HE patients at baseline. Significant improvement (1st half 7.1 vs. 2nd half 6.2, p < 0.0001) was observed in no-HE, but not in HE (1st half 7.9 vs. 2nd half 7.8, p = 0.1) at baseline. At retesting (median 20 days later), no-HE patients continued with significant learning (1st half 6.0 vs. 2nd half 5.4, p < 0.0001), while HE patients again did not improve (1st half 7.8 vs. 2nd half 6.9, p = 0.37). Between visits, no-HE patients improved significantly on four PHES sub-tests and overall score, while HE patients only improved on two sub-tests with similar overall PHES score. Trends were similar between US and Italian subjects. CONCLUSION In this multicenter study, prior HE patients showed persistent significant learning impairment compared to those without prior HE, despite adequate medical therapy. This persistent change should increase efforts to reduce the first HE episode.
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Affiliation(s)
- Silvia Nardelli
- Division of Gastroenterology, Sapienza University of Rome, Rome, Italy
| | - Sanath Allampati
- Division of Gastroenterology, Metrohealth Medical Center, Case Western Reserve University, Cleveland, OH, USA
| | - Oliviero Riggio
- Division of Gastroenterology, Sapienza University of Rome, Rome, Italy
| | - Kevin D Mullen
- Division of Gastroenterology, Metrohealth Medical Center, Case Western Reserve University, Cleveland, OH, USA
| | - Ravi Prakash
- Division of Gastroenterology, Metrohealth Medical Center, Case Western Reserve University, Cleveland, OH, USA
| | - Stefania Gioia
- Division of Gastroenterology, Sapienza University of Rome, Rome, Italy
| | - Ariel Unser
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, 23249, USA
| | - Melanie B White
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, 23249, USA
| | - Andrew C Fagan
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, 23249, USA
| | - James B Wade
- Department of Psychiatry, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Alessio Farcomeni
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Rome, Italy
| | - Edith A Gavis
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, 23249, USA
| | - Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, 23249, USA.
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Acharya C, Betrapally NS, Gillevet PM, Sterling RK, Akbarali H, White MB, Ganapathy D, Fagan A, Sikaroodi M, Bajaj JS. Chronic opioid use is associated with altered gut microbiota and predicts readmissions in patients with cirrhosis. Aliment Pharmacol Ther 2017; 45:319-331. [PMID: 27868217 DOI: 10.1111/apt.13858] [Citation(s) in RCA: 85] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2016] [Revised: 10/13/2016] [Accepted: 10/18/2016] [Indexed: 12/12/2022]
Abstract
BACKGROUND Opioid use is epidemic in cirrhosis, which could precipitate hepatic encephalopathy (HE) potentially through gut dysbiosis and inflammation. AIM To define the effect of opioids on readmissions and on gut microbiota composition and functionality. METHODS Cohort 1 had 200 cirrhotic in-patients (with/without opioid use) followed prospectively through the index hospitalisation and 6 months post discharge. Readmissions (HE-related/unrelated) were compared between patients discharged on opioids compared to the rest, including using a multi-variable analysis. Cohort 2 consisted of 72 cirrhotics on chronic opioids who were age/model for end-stage liver disease (MELD) and prior HE-balanced with 72 cirrhotics not on opioids. Stool microbiota composition (multi-tagged sequencing), predicted functionality (PiCRUST), endotoxemia and systemic inflammation (IL-6, IL-17) were compared. RESULTS Cohort 1: Chronic opioid use was statistically similar between those admitted with/without HE, and was judged to be an HE precipitant in <5% of cases during the index hospitalisation. Of the 144 patients alive at 6 months, 82 were readmitted. The opioid users had a significantly higher all cause (69% vs. 48%, P = 0.008), but not HE-related readmissions (30% vs. 41%, P = 0.30). On regression, opioid therapy and female gender were predictive of readmission independent of MELD score and previous HE. Cohort 2: Significant dysbiosis was noted in the opioid cohort, especially in HE+opioid patients with lower autochthonous taxa and Bacteroidaceae relative abundance. PiCRUST showed highest aromatic amino acid and endotoxin production in opioid users. Opioid users also had higher endotoxemia and IL-6 but not IL-17. CONCLUSION Chronic opioid use in cirrhosis is associated with increased endotoxemia, dysbiosis and all-cause readmissions.
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Affiliation(s)
- C Acharya
- Division of Gastroenterology and Hepatology, McGuire VA Medical Center and Virginia Commonwealth University Medical Center, Richmond, VA, USA
| | - N S Betrapally
- Microbiome Analysis Center, George Mason University, Manassas, VA, USA
| | - P M Gillevet
- Microbiome Analysis Center, George Mason University, Manassas, VA, USA
| | - R K Sterling
- Division of Gastroenterology and Hepatology, McGuire VA Medical Center and Virginia Commonwealth University Medical Center, Richmond, VA, USA
| | - H Akbarali
- Department of Pharmacology and Toxicology, McGuire VA Medical Center and Virginia Commonwealth University Medical Center, Richmond, VA, USA
| | - M B White
- Division of Gastroenterology and Hepatology, McGuire VA Medical Center and Virginia Commonwealth University Medical Center, Richmond, VA, USA
| | - D Ganapathy
- Division of Gastroenterology and Hepatology, McGuire VA Medical Center and Virginia Commonwealth University Medical Center, Richmond, VA, USA
| | - A Fagan
- Division of Gastroenterology and Hepatology, McGuire VA Medical Center and Virginia Commonwealth University Medical Center, Richmond, VA, USA
| | - M Sikaroodi
- Microbiome Analysis Center, George Mason University, Manassas, VA, USA
| | - J S Bajaj
- Division of Gastroenterology and Hepatology, McGuire VA Medical Center and Virginia Commonwealth University Medical Center, Richmond, VA, USA
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23
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Ahluwalia V, Wade JB, White MB, Gilles HS, Heuman DM, Fuchs M, Gavis EA, Fagan A, Tinsley F, Ganapathy D, Thacker LR, Sterling RK, Stravitz RT, Puri P, Sanyal AJ, Siddiqui MS, Matherly S, Luketic V, Steinberg J, Moeller FG, Bajaj JS. Liver transplantation significantly improves global functioning and cerebral processing. Liver Transpl 2016; 22:1379-90. [PMID: 27339647 PMCID: PMC5036999 DOI: 10.1002/lt.24498] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Revised: 06/01/2016] [Accepted: 06/13/2016] [Indexed: 01/13/2023]
Abstract
The functional basis of cognitive and quality of life changes after liver transplant is unclear. We aimed to evaluate the neurometabolic and functional brain changes as modulators of cognition and quality of life after transplant in patients with cirrhosis who were with/without pretransplant cognitive impairment and hepatic encephalopathy (HE). Patients with cirrhosis underwent detailed cognitive and quality of life assessment at enrollment and 6 months after transplant. A subset underwent brain magnetic resonance imaging (functional magnetic resonance imaging [fMRI], diffusion tensor imaging [DTI], and magnetic resonance spectroscopy [MRS]) before and after transplant. Changes before and after transplant were analyzed in all patients and by dividing groups in those with/without pretransplant cognitive impairment or with/without pretransplant HE. MRS evaluated ammonia-related metabolites; fMRI studied brain activation for correct lure inhibition on the inhibitory control test; and DTI studied white matter integrity. Sixty-six patients (mean Model for End-Stage Liver Disease score, 21.8; 38 HE patients and 24 cognitively impaired [CI] patients) were enrolled. Quality of life was significantly worse in CI and HE groups before transplant, which improved to a lesser extent in those with prior cognitive impairment. In the entire group after transplant, there was (1) significantly lower brain activation needed for lure inhibition (shown on fMRI); (2) reversal of pretransplant ammonia-associated changes (shown on MRS); and (3) improved white matter integrity (shown on DTI). Importantly, study findings suggest that pretransplant cognitive impairment serves as a marker for clinical outcomes. Regardless of pretransplant history of HE, it was the pretransplant cognitive impairment that was predictive of both posttransplant cognitive and psychosocial outcomes. Therefore, when working with patients and their families, a clinician may rely on the pretransplant cognitive profile to develop expectations regarding posttransplant neurobehavioral recovery. We conclude that functional brain changes after liver transplant depend on pretransplant cognitive impairment and are ultimately linked with posttransplant cognition and quality of life in cirrhosis. Liver Transplantation 22 1379-1390 2016 AASLD.
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Affiliation(s)
- Vishwadeep Ahluwalia
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - James B Wade
- Psychiatry, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Melanie B White
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - HoChong S Gilles
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Douglas M Heuman
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Michael Fuchs
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Edith A Gavis
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Andrew Fagan
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | | | - Dinesh Ganapathy
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Leroy R Thacker
- Biostatistics, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Richard K Sterling
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - R Todd Stravitz
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Puneet Puri
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Arun J Sanyal
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Muhammad S Siddiqui
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Scott Matherly
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Velimir Luketic
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Joel Steinberg
- Psychiatry, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - F Gerard Moeller
- Psychiatry, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - Jasmohan S Bajaj
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
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24
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Bajaj JS, White MB, Unser AB, Ganapathy D, Fagan A, Gavis EA, Sterling RK, Heuman DM, Matherly S, Puri P, Sanyal AJ, Luketic V, Fuchs M, Siddiqui MS, Stravitz RT, John B, Thacker LR, Wade JB. Cirrhotic patients have good insight into their daily functional impairment despite prior hepatic encephalopathy: comparison with PROMIS norms. Metab Brain Dis 2016; 31:1199-203. [PMID: 27344317 PMCID: PMC5033693 DOI: 10.1007/s11011-016-9860-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2016] [Accepted: 06/19/2016] [Indexed: 01/05/2023]
Abstract
Health-related quality of life (HRQOL) is an important determinant of prognosis in cirrhosis and hepatic encephalopathy (HE). However due to inherent cognitive dysfunction, insight into HRQOL severity in patients with liver disease may be impaired. To assess insight into HRQOL using PROMIS tools compared to norms in cirrhotic patients. PROMIS tools are validated HRQOL instruments that test the domains of anger, anxiety, depression, physical function, pain behavior/impact, sleep disturbances/impairment, and social activities/roles, compared to US-norms. Patients were administered the PROMIS tools, the results of which were reviewed using a visual comparison with thed norms. Then two Likert scales from 0 to 10 per domain were administered that inquired about (1) Surprise Intensity: 0-4: not surprised, 5-10: surprised; and (2) Expectancies: 0-4: results better than expected, 5:10: as/worse than expected. Comparisons between HE/no-HE were also performed. 203 cirrhotic patients (57 yrs., 62 % men, MELD 12, 83 HE) were included. All HE patients were controlled on therapy. Prior HE patients were significantly impaired on all PROMIS domains (p < 0.01) except anger, compared to the re st. The majority (76-85 %) were not surprised with their placement vis-à-vis the norms. Similarly, a majority (59-61 %) thought their results were worse or as expected. However, a third of patients found that their PROMIS results were better than expected. Prior HE status did not significantly impact expectations or surprise based on placement with the norms. The majority of cirrhotic patients, regardless of prior HE, have good insight regarding their HRQOL issues.
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Affiliation(s)
- Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, Virginia, 23249, USA.
| | - Melanie B White
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, Virginia, 23249, USA
| | - Ariel B Unser
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, Virginia, 23249, USA
| | - Dinesh Ganapathy
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, Virginia, 23249, USA
| | - Andrew Fagan
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, Virginia, 23249, USA
| | - Edith A Gavis
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, Virginia, 23249, USA
| | - Richard K Sterling
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, Virginia, 23249, USA
| | - Douglas M Heuman
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, Virginia, 23249, USA
| | - Scott Matherly
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, Virginia, 23249, USA
| | - Puneet Puri
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, Virginia, 23249, USA
| | - Arun J Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, Virginia, 23249, USA
| | - Velimir Luketic
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, Virginia, 23249, USA
| | - Michael Fuchs
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, Virginia, 23249, USA
| | - Muhammad S Siddiqui
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, Virginia, 23249, USA
| | - R Todd Stravitz
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, Virginia, 23249, USA
| | - Binu John
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, 1201 Broad Rock Boulevard, Richmond, Virginia, 23249, USA
| | - Leroy R Thacker
- Biostatistics, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - James B Wade
- Psychiatry, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
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25
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Bajaj JS, Sterling RK, Betrapally NS, Nixon DE, Fuchs M, Daita K, Heuman DM, Sikaroodi M, Hylemon PB, White MB, Ganapathy D, Gillevet PM. HCV eradication does not impact gut dysbiosis or systemic inflammation in cirrhotic patients. Aliment Pharmacol Ther 2016; 44:638-43. [PMID: 27417456 DOI: 10.1111/apt.13732] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2016] [Revised: 05/27/2016] [Accepted: 06/24/2016] [Indexed: 12/12/2022]
Abstract
BACKGROUND Eradication of hepatitis C virus (HCV) is increasing but its residual impact on the pro-inflammatory milieu in cirrhosis, which is associated with gut dysbiosis, is unclear. AIM To define the impact of sustained virological response (SVR) on gut dysbiosis and systemic inflammation in HCV cirrhosis patients. METHODS Cirrhotic out-patients with HCV with/without SVR (achieved >1 year prior) and age-matched healthy controls underwent serum and stool collection. Serum was analysed for IL-6, TNF-α and endotoxin while stool microbiota analysis was performed using multitagged pyrosequencing. Microbial comparisons were made using UNIFRAC and cirrhosis dysbiosis ratio (lower score indicates dysbiosis). Comparisons were performed between cirrhotics with/without SVR and controls vs. cirrhotic patients. RESULTS A total of 105 HCV cirrhotics and 45 age-matched healthy controls were enrolled. Twenty-one patients had achieved SVR using pegylated interferon + ribavrin a median of 15 months prior. No significant differences on demographics, cirrhosis severity, concomitant medications or diabetes were seen between cirrhotics with/without SVR. There was no significant difference in overall microbiota composition (UNIFRAC P = 0.3) overall or within specific microbial families (cirrhosis dysbiosis ratio median 1.3 vs. 1.0, P = 0.45) between groups with/without SVR. This also extended towards IL-6, TNF-α and endotoxin levels. Both cirrhosis groups, however, had significant dysbiosis compared to healthy controls [UNIFRAC P = 0.01, cirrhosis dysbiosis ratio (1.1 vs. 2.9, P < 0.001)] along with higher levels of endotoxin, IL-6 and TNF-α. CONCLUSIONS Gut dysbiosis and a pro-inflammatory systemic milieu, are found in HCV cirrhosis regardless of SVR. This persistent dysbiosis could contribute towards varying rates of improvement after HCV eradication in cirrhosis.
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Affiliation(s)
- J S Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - R K Sterling
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - N S Betrapally
- Microbiome Analysis Center, George Mason University, Manassas, VA, USA
| | - D E Nixon
- Division of Infectious Diseases, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - M Fuchs
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - K Daita
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - D M Heuman
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - M Sikaroodi
- Department of Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - P B Hylemon
- Department of Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - M B White
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - D Ganapathy
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
| | - P M Gillevet
- Department of Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA, USA
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26
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Lauridsen MM, Thacker LR, White MB, Unser A, Sterling RK, Stravitz RT, Matherly S, Puri P, Sanyal AJ, Gavis EA, Luketic V, Siddiqui MS, Heuman DM, Fuchs M, Bajaj JS. In Patients With Cirrhosis, Driving Simulator Performance Is Associated With Real-life Driving. Clin Gastroenterol Hepatol 2016; 14:747-52. [PMID: 26601613 PMCID: PMC4836981 DOI: 10.1016/j.cgh.2015.11.007] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2015] [Revised: 10/13/2015] [Accepted: 11/09/2015] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Minimal hepatic encephalopathy (MHE) has been linked to higher real-life rates of automobile crashes and poor performance in driving simulation studies, but the link between driving simulator performance and real-life automobile crashes has not been clearly established. Furthermore, not all patients with MHE are unsafe drivers, but it is unclear how to distinguish them from unsafe drivers. We investigated the link between performance on driving simulators and real-life automobile accidents and traffic violations. We also aimed to identify features of unsafe drivers with cirrhosis and evaluated changes in simulated driving skills and MHE status after 1 year. METHODS We performed a study of outpatients with cirrhosis (n = 205; median 55 years old; median model for end-stage liver disease score, 9.5; none with overt hepatic encephalopathy or alcohol or illicit drug use within previous 6 months) seen at the Virginia Commonwealth University and McGuire Veterans Administration Medical Center, from November 2008 through April 2014. All participants were given paper-pencil tests to diagnose MHE (98 had MHE; 48%), and 163 patients completed a standardized driving simulation. Data were collected on traffic violations and automobile accidents from the Virginia Department of Motor Vehicles and from participants' self-assessments when they entered the study, and from 73 participants 1 year later. Participants also completed a questionnaire about alcohol use and cessation patterns. The driving simulator measured crashes, run-time, road center and edge excursions, and illegal turns during navigation; before and after each driving simulation session, patients were asked to rate their overall driving skills. Drivers were classified as safe or unsafe based on crashes and violations reported on official driving records; simulation results were compared with real-life driving records. Multivariable regression analyses of real-life crashes and violations was performed using data on demographics, cirrhosis details, MHE status, and alcohol cessation patterns, at baseline and at 1 year. RESULTS Drivers categorized as unsafe had more crashes and made more illegal turns on the driving simulator than drivers categorized as safe; a higher proportion of subjects with MHE were categorized as unsafe drivers at baseline (16%) than subjects without MHE (7%; P = .02), and at 1-year follow-up (18% vs 0%; P = .02). Alcohol cessation within <1 year and illegal turns during simulator navigation tasks were associated with real-life automobile crashes and MHE in regression analysis; road edge excursions in the simulator were associated with real-life traffic violations. Personal assessment of driving skills improved after each simulation episode. CONCLUSIONS In a study of 205 patients with cirrhosis, we associated results from driving simulation tests with real-life driving records and MHE. Traffic safety counseling should focus on patients with cirrhosis who recently quit consuming alcohol and perform poorly on driving simulation.
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Affiliation(s)
- Mette M Lauridsen
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire Veterans Administration Medical Center, Richmond, Virginia
| | - Leroy R Thacker
- Division of Biostatistics, Virginia Commonwealth University and McGuire Veterans Administration Medical Center, Richmond, Virginia
| | - Melanie B White
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire Veterans Administration Medical Center, Richmond, Virginia
| | - Ariel Unser
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire Veterans Administration Medical Center, Richmond, Virginia
| | - Richard K Sterling
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire Veterans Administration Medical Center, Richmond, Virginia
| | - Richard T Stravitz
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire Veterans Administration Medical Center, Richmond, Virginia
| | - Scott Matherly
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire Veterans Administration Medical Center, Richmond, Virginia
| | - Puneet Puri
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire Veterans Administration Medical Center, Richmond, Virginia
| | - Arun J Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire Veterans Administration Medical Center, Richmond, Virginia
| | - Edith A Gavis
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire Veterans Administration Medical Center, Richmond, Virginia
| | - Velimir Luketic
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire Veterans Administration Medical Center, Richmond, Virginia
| | - Muhammad S Siddiqui
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire Veterans Administration Medical Center, Richmond, Virginia
| | - Douglas M Heuman
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire Veterans Administration Medical Center, Richmond, Virginia
| | - Michael Fuchs
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire Veterans Administration Medical Center, Richmond, Virginia
| | - Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire Veterans Administration Medical Center, Richmond, Virginia.
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27
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Allampati S, Duarte-Rojo A, Thacker LR, Patidar KR, White MB, Klair JS, John B, Heuman DM, Wade JB, Flud C, O'Shea R, Gavis EA, Unser AB, Bajaj JS. Diagnosis of Minimal Hepatic Encephalopathy Using Stroop EncephalApp: A Multicenter US-Based, Norm-Based Study. Am J Gastroenterol 2016; 111:78-86. [PMID: 26644276 DOI: 10.1038/ajg.2015.377] [Citation(s) in RCA: 115] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2015] [Accepted: 10/02/2015] [Indexed: 02/08/2023]
Abstract
OBJECTIVES Diagnosing minimal hepatic encephalopathy (MHE) is challenging, and point-of-care tests are needed. Stroop EncephalApp has been validated for MHE diagnosis in single-center studies. The objective of the study was to validate EncephalApp for MHE diagnosis in a multicenter study. METHODS Outpatient cirrhotics (with/without prior overt hepatic encephalopathy (OHE)) and controls from three sites (Virginia (VA), Ohio (OH), and Arkansas (AR)) underwent EncephalApp and two gold standards, psychometric hepatic encephalopathy score (PHES) and inhibitory control test (ICT). Age-/gender-/education-adjusted values for EncephalApp based on direct norms, and based on ICT and PHES, were defined. Patients were followed, and EncephalApp cutoff points were used to determine OHE prediction. These cutoff points were then used in a separate VA-based validation cohort. RESULTS A total of 437 cirrhotics (230 VA, 107 OH, 100 AR, 36% OHE, model for end-stage liver disease (MELD) score 11) and 308 controls (103 VA, 100 OH, 105 AR) were included. Using adjusted variables, MHE was present using EncephalApp based on norms in 51%, EncephalApp based on PHES in 37% (sensitivity 80%), and EncephalApp based on ICT in 54% of patients (sensitivity 70%). There was modest/good agreement between sites on EncephalApp MHE diagnosis using the three methods. OHE developed in 13% of patients, which was predicted by EncephalApp independent of the MELD score. In the validation cohort of 121 VA cirrhotics, EncephalApp directly and based on gold standards remained consistent for MHE diagnosis with >70% sensitivity. CONCLUSIONS In this multicenter study, EncephalApp, using adjusted population norms or in the context of existing gold standard tests, had good sensitivity for MHE diagnosis and predictive capability for OHE development.
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Affiliation(s)
- Sanath Allampati
- Internal Medicine and Gastroenterology, Cleveland Clinic, Cleveland, Ohio, USA
| | | | - Leroy R Thacker
- Family and Community Health Nursing and Biostatistics, Richmond, Virginia, USA
| | - Kavish R Patidar
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Melanie B White
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Jagpal S Klair
- University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Binu John
- Internal Medicine and Gastroenterology, Cleveland Clinic, Cleveland, Ohio, USA
| | - Douglas M Heuman
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - James B Wade
- Psychiatry, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Christopher Flud
- University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Robert O'Shea
- Internal Medicine and Gastroenterology, Cleveland Clinic, Cleveland, Ohio, USA
| | - Edith A Gavis
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Ariel B Unser
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
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Bajaj JS, Betrapally NS, Hylemon PB, Thacker LR, Daita K, Kang DJ, White MB, Unser AB, Fagan A, Gavis EA, Sikaroodi M, Dalmet S, Heuman DM, Gillevet PM. Gut Microbiota Alterations can predict Hospitalizations in Cirrhosis Independent of Diabetes Mellitus. Sci Rep 2015; 5:18559. [PMID: 26692421 PMCID: PMC4686976 DOI: 10.1038/srep18559] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Accepted: 11/20/2015] [Indexed: 02/08/2023] Open
Abstract
Diabetes (DM) is prevalent in cirrhosis and may modulate the risk of hospitalization through gut dysbiosis. We aimed to define the role of gut microbiota on 90-day hospitalizations and of concomitant DM on microbiota. Cirrhotic outpatients with/without DM underwent stool and sigmoid mucosal microbial analysis and were followed for 90 days. Microbial composition was compared between those with/without DM, and those who were hospitalized/not. Regression/ROC analyses for hospitalizations were performed using clinical and microbial features. 278 cirrhotics [39% hepatic encephalopathy (HE), 31%DM] underwent stool while 72 underwent mucosal analyses. Ultimately, 94 were hospitalized and they had higher MELD, proton pump inhibitor (PPI) use and HE without difference in DM. Stool/mucosal microbiota were significantly altered in those who were hospitalized (UNIFRAC p< = 1.0e-02). Specifically, lower stool Bacteroidaceae, Clostridiales XIV, Lachnospiraceae, Ruminococcacae and higher Enterococcaceae and Enterobacteriaceae were seen in hospitalized patients. Concomitant DM impacted microbiota UNIFRAC (stool, p = 0.003, mucosa,p = 0.04) with higher stool Bacteroidaceae and lower Ruminococcaeae. Stool Bacteroidaceaeae and Clostridiales XIV predicted 90-day hospitalizations independent of clinical predictors (MELD, HE, PPI). Stool and colonic mucosal microbiome are altered in cirrhotics who get hospitalized with independent prediction using stool Bacteroidaceae and Clostridiales XIV. Concomitant DM distinctly impacts gut microbiota without affecting hospitalizations.
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Affiliation(s)
- Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University, McGuire VA Hospital, Richmond, USA
| | - Naga S Betrapally
- Microbiome Analysis Center, George Mason University, Manassas, Virginia, USA
| | - Phillip B Hylemon
- Department of Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Leroy R Thacker
- Department of Biostatistics, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Kalyani Daita
- Division of Gastroenterology, Hepatology and Nutritiony, George Mason University, Manassas, Virginia, USA
| | - Dae Joong Kang
- Division of Gastroenterology, Hepatology and Nutritiony, George Mason University, Manassas, Virginia, USA
| | - Melanie B White
- Division of Gastroenterology, Hepatology and Nutritiony, George Mason University, Manassas, Virginia, USA
| | - Ariel B Unser
- Division of Gastroenterology, Hepatology and Nutritiony, George Mason University, Manassas, Virginia, USA
| | - Andrew Fagan
- Division of Gastroenterology, Hepatology and Nutritiony, George Mason University, Manassas, Virginia, USA
| | - Edith A Gavis
- Division of Gastroenterology, Hepatology and Nutritiony, George Mason University, Manassas, Virginia, USA
| | - Masoumeh Sikaroodi
- Microbiome Analysis Center, George Mason University, Manassas, Virginia, USA
| | - Swati Dalmet
- Microbiome Analysis Center, George Mason University, Manassas, Virginia, USA
| | - Douglas M Heuman
- Division of Gastroenterology, Hepatology and Nutritiony, George Mason University, Manassas, Virginia, USA
| | - Patrick M Gillevet
- Microbiome Analysis Center, George Mason University, Manassas, Virginia, USA
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Bajaj JS, Heuman DM, Sterling RK, Sanyal AJ, Siddiqui M, Matherly S, Luketic V, Stravitz RT, Fuchs M, Thacker LR, Gilles H, White MB, Unser A, Hovermale J, Gavis E, Noble NA, Wade JB. Validation of EncephalApp, Smartphone-Based Stroop Test, for the Diagnosis of Covert Hepatic Encephalopathy. Clin Gastroenterol Hepatol 2015; 13:1828-1835.e1. [PMID: 24846278 PMCID: PMC4234700 DOI: 10.1016/j.cgh.2014.05.011] [Citation(s) in RCA: 101] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2014] [Revised: 04/12/2014] [Accepted: 05/07/2014] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Detection of covert hepatic encephalopathy (CHE) is difficult, but point-of-care testing could increase rates of diagnosis. We aimed to validate the ability of the smartphone app EncephalApp, a streamlined version of Stroop App, to detect CHE. We evaluated face validity, test-retest reliability, and external validity. METHODS Patients with cirrhosis (n = 167; 38% with overt HE [OHE]; mean age, 55 years; mean Model for End-Stage Liver Disease score, 12) and controls (n = 114) were each given a paper and pencil cognitive battery (standard) along with EncephalApp. EncephalApp has Off and On states; results measured were OffTime, OnTime, OffTime+OnTime, and number of runs required to complete 5 off and on runs. Thirty-six patients with cirrhosis underwent driving simulation tests, and EncephalApp results were correlated with results. Test-retest reliability was analyzed in a subgroup of patients. The test was performed before and after transjugular intrahepatic portosystemic shunt placement, and before and after correction for hyponatremia, to determine external validity. RESULTS All patients with cirrhosis performed worse on paper and pencil and EncephalApp tests than controls. Patients with cirrhosis and OHE performed worse than those without OHE. Age-dependent EncephalApp cutoffs (younger or older than 45 years) were set. An OffTime+OnTime value of >190 seconds identified all patients with CHE with an area under the receiver operator characteristic value of 0.91; the area under the receiver operator characteristic value was 0.88 for diagnosis of CHE in those without OHE. EncephalApp times correlated with crashes and illegal turns in driving simulation tests. Test-retest reliability was high (intraclass coefficient, 0.83) among 30 patients retested 1-3 months apart. OffTime+OnTime increased significantly (206 vs 255 seconds, P = .007) among 10 patients retested 33 ± 7 days after transjugular intrahepatic portosystemic shunt placement. OffTime+OnTime decreased significantly (242 vs 225 seconds, P = .03) in 7 patients tested before and after correction for hyponatremia (126 ± 3 to 132 ± 4 meq/L, P = .01) 10 ± 5 days apart. CONCLUSIONS A smartphone app called EncephalApp has good face validity, test-retest reliability, and external validity for the diagnosis of CHE.
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Affiliation(s)
- Jasmohan S Bajaj
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia.
| | - Douglas M Heuman
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Richard K Sterling
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Arun J Sanyal
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Muhammad Siddiqui
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Scott Matherly
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Velimir Luketic
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - R Todd Stravitz
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Michael Fuchs
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Leroy R Thacker
- Department of Biostatistics, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - HoChong Gilles
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Melanie B White
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Ariel Unser
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - James Hovermale
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Edith Gavis
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Nicole A Noble
- Department of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - James B Wade
- Department of Psychiatry, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
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Bajaj JS, Betrapally NS, Hylemon PB, Heuman DM, Daita K, White MB, Unser A, Thacker LR, Sanyal AJ, Kang DJ, Sikaroodi M, Gillevet PM. Salivary microbiota reflects changes in gut microbiota in cirrhosis with hepatic encephalopathy. Hepatology 2015; 62:1260-71. [PMID: 25820757 PMCID: PMC4587995 DOI: 10.1002/hep.27819] [Citation(s) in RCA: 216] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2014] [Revised: 03/19/2015] [Accepted: 03/26/2015] [Indexed: 12/16/2022]
Abstract
UNLABELLED Altered gut microbiome is associated with systemic inflammation and cirrhosis decompensation. However, the correlation of the oral microbiome with inflammation in cirrhosis is unclear. Our aim was to evaluate the oral microbiome in cirrhosis and compare with stool microbiome. Outpatients with cirrhosis (with/without hepatic encephalopathy [HE]) and controls underwent stool/saliva microbiome analysis (for composition and function) and also systemic inflammatory evaluation. Ninety-day liver-related hospitalizations were recorded. Salivary inflammation was studied using T helper 1 cytokines/secretory immunoglobulin A (IgA), histatins and lysozyme in a subsequent group. A total of 102 patients with cirrhosis (43 previous HE) and 32 age-matched controls were included. On principal component analysis (PCA), stool and saliva microbiome clustered far apart, showing differences between sites as a whole. In salivary microbiome, with previous HE, relative abundance of autochthonous families decreased whereas potentially pathogenic ones (Enterobacteriaceae, Enterococcaceae) increased in saliva. Endotoxin-related predicted functions were significantly higher in cirrhotic saliva. In stool microbiome, relative autochthonous taxa abundance reduced in previous HE, along with increased Enterobacteriaceae and Enterococcaceae. Cirrhotic stool microbiota demonstrated a significantly higher correlation with systemic inflammation, compared to saliva microbiota, on correlation networks. Thirty-eight patients were hospitalized within 90 days. Their salivary dysbiosis was significantly worse and predicted this outcome independent of cirrhosis severity. Salivary inflammation was studied in an additional 86 age-matched subjects (43 controls/43 patients with cirrhosis); significantly higher interleukin (IL)-6/IL-1β, secretory IgA, and lower lysozyme, and histatins 1 and 5 were found in patients with cirrhosis, compared to controls. CONCLUSIONS Dysbiosis, represented by reduction in autochthonous bacteria, is present in both saliva and stool in patients with cirrhosis, compared to controls. Patients with cirrhosis have impaired salivary defenses and worse inflammation. Salivary dysbiosis was greater in patients with cirrhosis who developed 90-day hospitalizations. These findings could represent a global mucosal-immune interface change in cirrhosis.
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Affiliation(s)
- Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Naga S Betrapally
- Microbiome Analysis Center, George Mason University, Manassas, Virginia
| | - Phillip B Hylemon
- Department of Microbiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Douglas M Heuman
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Kalyani Daita
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Melanie B White
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Ariel Unser
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Leroy R Thacker
- Department of Biostatistics, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Arun J Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Dae Joong Kang
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
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Ahluwalia V, Wade JB, Moeller FG, White MB, Unser AB, Gavis EA, Sterling RK, Stravitz RT, Sanyal AJ, Siddiqui MS, Puri P, Luketic V, Heuman DM, Fuchs M, Matherly S, Bajaj JS. The etiology of cirrhosis is a strong determinant of brain reserve: A multimodal magnetic resonance imaging study. Liver Transpl 2015; 21:1123-32. [PMID: 25939692 PMCID: PMC4550553 DOI: 10.1002/lt.24163] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2015] [Revised: 04/14/2015] [Accepted: 04/16/2015] [Indexed: 12/15/2022]
Abstract
Poor brain reserve in alcoholic cirrhosis could worsen insight regarding disease severity and increase the patients' vulnerability toward further deterioration. The aim of this study was to analyze brain reserve in abstinent alcoholic cirrhotic (Alc) patients compared to nonalcoholic cirrhotic (Nalc) patients in the context of hepatic encephalopathy (HE) and to evaluate relative change in brain reserve between groups over time and before and after elective transjugular intrahepatic portosystemic shunt (TIPS) placement. The cross-sectional study included 46 Alc and 102 Nalc outpatients with or without HE. Cognitive tests were followed by magnetic resonance imaging (MRI), including proton magnetic resonance spectroscopy (1 H-MRS), diffusion tensor imaging, and T1-weighted imaging. The prospective study included 1H-MRS on a subset of 10 patients before and after TIPS placement. Another subset of 26 patients underwent (1) H-MRS at least 1 year apart. For the cross-sectional study, Alc patients were worse on cognitive tests than Nalc patients. MRI results suggest a greater effect of hyperammonemia, brain edema, and significantly higher cortical damage in Alc as compared to Nalc patients. The effect of HE status on cognitive tests and brain reserve was more marked in the Nalc than in the Alc group. For the TIPS study, Nalc patients showed a greater adverse relative change after TIPS compared to the Alc group. At 1-year follow-up, both groups remained stable between the 2 visits. However, Alc patients continued to show poor brain reserve compared to Nalc patients over time. In conclusion, Alc patients, despite abstinence, have a poor brain reserve, whereas Nalc patients have a greater potential for brain reserve deterioration after HE and TIPS. Information regarding the brain reserve in cirrhosis could assist medical teams to refine their communication and monitoring strategies for different etiologies.
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Affiliation(s)
- Vishwadeep Ahluwalia
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - James B Wade
- Department of Psychiatry, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - F Gerard Moeller
- Department of Psychiatry, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Melanie B White
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Ariel B Unser
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Edith A Gavis
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Richard K Sterling
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - R Todd Stravitz
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Arun J Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Mohammad S Siddiqui
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Puneet Puri
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Velimir Luketic
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Douglas M Heuman
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Michael Fuchs
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Scott Matherly
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
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Patel AV, Wade JB, Thacker LR, Sterling RK, Siddiqui MS, Stravitz RT, Sanyal AJ, Luketic V, Puri P, Fuchs M, Matherly S, White MB, Unser A, Heuman DM, Bajaj JS. Cognitive reserve is a determinant of health-related quality of life in patients with cirrhosis, independent of covert hepatic encephalopathy and model for end-stage liver disease score. Clin Gastroenterol Hepatol 2015; 13:987-91. [PMID: 25445772 PMCID: PMC4404167 DOI: 10.1016/j.cgh.2014.09.049] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2014] [Revised: 08/29/2014] [Accepted: 09/26/2014] [Indexed: 12/21/2022]
Abstract
BACKGROUND & AIMS Covert hepatic encephalopathy (CHE) is associated with cognitive dysfunction, which affects daily function and health-related quality of life (HRQOL) in patients with cirrhosis. The effects of CHE and liver disease are determined by cognitive reserve—the ability of the brain to cope with increasing damage while continuing to function—and are assessed by composite intelligence quotient (IQ) scores. We examined cognitive reserve as a determinant of HRQOL in patients with cirrhosis. METHODS We performed a prospective study of 118 outpatients with cirrhosis without overt HE (age, 56 y). We studied cognition using the standard paper-pencil battery; patients with below-normal results for more than 2 tests were considered to have CHE. We also assessed HRQOL (using the sickness impact profile [SIP]), psychosocial and physical scores (a high score indicates reduced HRQOL), model for end-stage liver disease (MELD) scores, and cognitive reserve (using the Barona Index, a validated IQ analysis, based on age, race, education, residence area, and occupation). Cognitive reserve was divided into average and high groups (<109 or >109), and MELD and SIP scores were compared. We performed regression analyses, using total SIP score and psychosocial and physical dimensions as outcomes, with cognitive reserve, CHE, and MELD score as predictors. RESULTS Study participants had average MELD scores of 9, and 14 years of education; 81% were white, 63% were urban residents, their mean IQ was 108 ± 8, and 54% had average cognitive reserve (the remaining 46% had high reserves). CHE was diagnosed in 49% of patients. Cognitive reserve was lower in patients with CHE (109) than without (105; P = .02). Cognitive reserve correlated with total SIP and psychosocial score (both r = -0.4; P < .001) and physical score (r = -0.3; P = .01), but not MELD score (P = .8). Patients with high cognitive reserve had a better HRQOL, despite similar MELD scores. In regression analyses, cognitive reserve was a significant predictor of total SIP (P < .001), psychosocial (P < .001), and physical scores (P < .03), independent of CHE, MELD, or psychiatric disorders. CONCLUSIONS A higher cognitive reserve is associated with a better HRQOL in patients with cirrhosis, despite similar disease severity and prevalence. This indicates that patients with good cognitive reserve are better able to withstand the demands of cirrhosis progression and CHE, leading to a better HRQOL. Patients with lower cognitive reserve may need more dedicated and earlier measures to improve HRQOL. Cognitive reserve should be considered when interpreting HRQOL and cognitive tests to evaluate patients with cirrhosis.
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Affiliation(s)
- Ankit V Patel
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - James B. Wade
- Department of Psychiatry, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Leroy R. Thacker
- Department of Biostatistics, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Richard K Sterling
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Muhammad S Siddiqui
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - R Todd Stravitz
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Arun J Sanyal
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Velimir Luketic
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Puneet Puri
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Michael Fuchs
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Scott Matherly
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Melanie B. White
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Ariel Unser
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Douglas M. Heuman
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Jasmohan S. Bajaj
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
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Bajaj JS, Thacker LR, Leszczyszyn D, Taylor SA, Heuman DM, Raman S, Sterling RK, Siddiqui MS, Stravitz RT, Sanyal AJ, Puri P, Luketic V, Matherly S, Fuchs M, White MB, Noble NA, Unser AB, Wade JB. Effects of obstructive sleep apnea on sleep quality, cognition, and driving performance in patients with cirrhosis. Clin Gastroenterol Hepatol 2015; 13:390-397.e1. [PMID: 25158922 PMCID: PMC4339674 DOI: 10.1016/j.cgh.2014.08.028] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2014] [Revised: 07/28/2014] [Accepted: 08/06/2014] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS In patients with cirrhosis, sleep disturbances are assumed to result from hepatic encephalopathy (HE). The effects of obstructive sleep apnea (OSA) on cognition, sleep parameters, or driving in patients with cirrhosis are unclear. METHODS We performed a cross-sectional and prospective study of 118 subjects. Subjects were assigned to 1 of 4 groups: those with OSA and cirrhosis (without hepatic encephalopathy or ascites, n = 34), those with cirrhosis only (n = 30), those with OSA only (n = 29), and those without OSA or cirrhosis (controls, n = 25). None of the OSA patients were receiving continuous positive airway pressure (CPAP) therapy. Subjects underwent cognitive testing (paper-pencil tests for psychomotor speed and attention, as well as executive function tests), sleep assessment (daytime sleepiness and night-time sleep quality), and a monotonous driving simulation (worsening lane deviations over time indicated poor performance). We also tested patients with OSA, with cirrhosis (n = 10) and without cirrhosis (n = 7), before and after CPAP therapy. RESULTS Daytime sleepiness and sleep quality were worse in subjects in the OSA groups (with or without cirrhosis) than subjects with cirrhosis alone or controls. Of subjects with only OSA, 36% had impaired psychomotor speed and attention, compared with more than 60% of subjects in both cirrhosis groups. In contrast, executive function was uniformly worse in subjects with OSA, with or without cirrhosis, than groups without OSA. Simulator performance (lane deviations) worsened over time in both OSA groups. CPAP therapy significantly increased executive function and sleep quality, and reduced simulator lane deviations and sleepiness, in OSA subjects with and without cirrhosis. After CPAP therapy, performance on the paper-pencil test improved significantly only in subjects with OSA without cirrhosis. CONCLUSIONS OSA should be considered in evaluating sleep impairment in patients with cirrhosis. In patients with cirrhosis and OSA, psychomotor speed and attention issues likely are related to cirrhosis, whereas executive function and simulator performance are affected by OSA. CPAP therapy improves executive function and simulator performance in patients with OSA, regardless of cirrhosis.
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Affiliation(s)
- Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia.
| | - Leroy R Thacker
- Department of Biostatistics, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia
| | - David Leszczyszyn
- Division of Sleep Medicine, Department of Neurology, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia
| | - Samuel A Taylor
- Division of Sleep Medicine, Department of Neurology, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia
| | - Douglas M Heuman
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia
| | - Shekar Raman
- Division of Sleep Medicine, Department of Neurology, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia
| | - Richard K Sterling
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia
| | - Muhammad S Siddiqui
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia
| | - R Todd Stravitz
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia
| | - Arun J Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia
| | - Puneet Puri
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia
| | - Velimir Luketic
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia
| | - Scott Matherly
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia
| | - Michael Fuchs
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia
| | - Melanie B White
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia
| | - Nicole A Noble
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia
| | - Ariel B Unser
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia
| | - James B Wade
- Division of Clinical Psychology, Department of Psychiatry, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia
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Ahluwalia V, Wade JB, Heuman DM, Hammeke TA, Sanyal AJ, Sterling RK, Stravitz RT, Luketic V, Siddiqui MS, Puri P, Fuchs M, Lennon MJ, Kraft KA, Gilles H, White MB, Noble NA, Bajaj JS. Enhancement of functional connectivity, working memory and inhibitory control on multi-modal brain MR imaging with Rifaximin in Cirrhosis: implications for the gut-liver-brain axis. Metab Brain Dis 2014; 29:1017-25. [PMID: 24590688 PMCID: PMC4155029 DOI: 10.1007/s11011-014-9507-6] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2014] [Accepted: 02/12/2014] [Indexed: 12/11/2022]
Abstract
UNLABELLED Minimal hepatic encephalopathy (MHE) impairs daily functioning in cirrhosis, but its functional brain impact is not completely understood. To evaluate the effect of rifaximin, a gut-specific antibiotic, on the gut-liver-brain axis in MHE. HYPOTHESIS Rifaximin will reduce endotoxemia, enhance cognition, increase activation during working memory(N-back) and reduce activation needed for inhibitory control tasks. METHODS Cirrhotics with MHE underwent baseline endotoxin and cognitive testing, then underwent fMRI, diffusion tensor imaging and MR spectroscopy(MRS). On fMRI, two tasks; N-back (outcome: correct responses) and inhibitory control tests(outcomes: lure inhibition) were performed. All procedures were repeated after 8 weeks of rifaximin. RESULTS were compared before/after rifaximin. RESULTS 20 MHE patients (59.7 years) were included; sixteen completed pre/post-rifaximin scanning with 92% medication compliance. Pre-rifaximin patients had cognitive impairment. At trial-end, there was a significantly higher correct 2-back responses, ICT lure inhibitions and reduced endotoxemia(p = 0.002). This was accompanied by significantly higher activation from baseline in subcortical structures (thalamus, caudate, insula and hippocampus) and left parietal operculum (LPO) during N-back, decrease in fronto-parietal activation required for inhibiting lures, including LPO during ICT compared to baseline values. Connectivity studies in N-back showed significant shifts in linkages after therapy in fronto-parietal regions with a reduction in fractional anisotropy (FA) but not mean diffusivity (MD), and no change in MRS metabolites at the end of the trial. A significant improvement in cognition including working memory and inhibitory control, and fractional anisotropy without effect on MD or MRS, through modulation of fronto-parietal and subcortical activation and connectivity was seen after open-label rifaximin therapy in MHE.
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Affiliation(s)
- Vishwadeep Ahluwalia
- Radiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - James B Wade
- Psychiatry, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Douglas M Heuman
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | | | - Arun J Sanyal
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Richard K Sterling
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - R. Todd Stravitz
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Velimir Luketic
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Mohammad S Siddiqui
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Puneet Puri
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Michael Fuchs
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Micheal J Lennon
- Radiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Kenneth A Kraft
- Radiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - HoChong Gilles
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Melanie B White
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Nicole A Noble
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Jasmohan S Bajaj
- Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
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Bajaj JS, Cox IJ, Betrapally NS, Heuman DM, Schubert ML, Ratneswaran M, Hylemon PB, White MB, Daita K, Noble NA, Sikaroodi M, Williams R, Crossey MME, Taylor-Robinson SD, Gillevet PM. Systems biology analysis of omeprazole therapy in cirrhosis demonstrates significant shifts in gut microbiota composition and function. Am J Physiol Gastrointest Liver Physiol 2014; 307:G951-7. [PMID: 25258407 PMCID: PMC4233285 DOI: 10.1152/ajpgi.00268.2014] [Citation(s) in RCA: 110] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Proton pump inhibitors (PPI) have been associated with infectious complications in cirrhosis, but their impact on distal gut microbiota composition and function is unclear. We aimed to evaluate changes in stool microbiota composition and function in patients with cirrhosis and healthy controls after omeprazole therapy. Both 15 compensated cirrhotic patients and 15 age-matched controls underwent serum gastrin measurement, stool microbiota profiling with multitagged pyrosequencing, and urinary metabolic profiling with NMR spectroscopy to assess microbial cometabolites before/after a 14-day course of 40 mg/day omeprazole under constant diet conditions. Results before (pre) and after PPI were compared in both groups, compared with baseline by systems biology techniques. Adherence was >95% without changes in diet or MELD (model for end-stage liver disease) score during the study. Serum gastrin concentrations significantly increased after PPI in cirrhosis (pre 38.3 ± 35.8 vs. 115.6 ± 79.3 pg/ml P < 0.0001) and controls (pre 29.9 ± 14.5 vs. 116.0 ± 74.0 pg/ml, P = 0.001). A significant microbiota change was seen in both controls and cirrhosis after omeprazole (QIIME P < 0.0001). Relative Streptococcaceae abundance, normally abundant in saliva, significantly increased postomeprazole in controls (1 vs. 5%) and cirrhosis (0 vs. 9%) and was correlated with serum gastrin levels (r = 0.4, P = 0.005). We found significantly reduced hippurate in cirrhosis vs. controls both pre- and postomeprazole and increased lactate in both groups post vs. preomeprazole, whereas dimethylamine (DMA) decreased in cirrhosis only. On correlation network analysis, significant changes in linkages of bacteria with metabolites (hippurate/DMA/lactate) were found postomeprazole, compared with pre-PPI in cirrhosis patients. In conclusion, omeprazole is associated with a microbiota shift and functional change in the distal gut in patients with compensated cirrhosis that could set the stage for bacterial overgrowth.
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Affiliation(s)
- Jasmohan S. Bajaj
- 1Gastroenterology, Hepatology and Nutrition, McGuire VA Medical Center and Virginia Commonwealth University, Richmond, Virginia;
| | - I. Jane Cox
- 2Institute of Hepatology London, Foundation for Liver Research, London, United Kingdom;
| | - Naga S. Betrapally
- 3Microbiome Analysis Center, George Mason University, Manassas, Virginia;
| | - Douglas M. Heuman
- 1Gastroenterology, Hepatology and Nutrition, McGuire VA Medical Center and Virginia Commonwealth University, Richmond, Virginia;
| | - Mitchell L. Schubert
- 1Gastroenterology, Hepatology and Nutrition, McGuire VA Medical Center and Virginia Commonwealth University, Richmond, Virginia;
| | | | - Phillip B. Hylemon
- 5Microbiology, McGuire VA Medical Center and Virginia Commonwealth University, Richmond, Virginia
| | - Melanie B. White
- 1Gastroenterology, Hepatology and Nutrition, McGuire VA Medical Center and Virginia Commonwealth University, Richmond, Virginia;
| | - Kalyani Daita
- 1Gastroenterology, Hepatology and Nutrition, McGuire VA Medical Center and Virginia Commonwealth University, Richmond, Virginia;
| | - Nicole A. Noble
- 1Gastroenterology, Hepatology and Nutrition, McGuire VA Medical Center and Virginia Commonwealth University, Richmond, Virginia;
| | - Masoumeh Sikaroodi
- 3Microbiome Analysis Center, George Mason University, Manassas, Virginia;
| | - Roger Williams
- 2Institute of Hepatology London, Foundation for Liver Research, London, United Kingdom;
| | - Mary M. E. Crossey
- 4Department of Medicine, Imperial College London, London, United Kingdom; and
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Patidar KR, Thacker LR, Wade JB, Sterling RK, Sanyal AJ, Siddiqui MS, Matherly SC, Stravitz RT, Puri P, Luketic VA, Fuchs M, White MB, Noble NA, Unser AB, Gilles H, Heuman DM, Bajaj JS. Covert hepatic encephalopathy is independently associated with poor survival and increased risk of hospitalization. Am J Gastroenterol 2014; 109:1757-63. [PMID: 25178701 PMCID: PMC4321782 DOI: 10.1038/ajg.2014.264] [Citation(s) in RCA: 131] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2014] [Accepted: 07/02/2014] [Indexed: 12/11/2022]
Abstract
OBJECTIVES Despite the high prevalence of covert hepatic encephalopathy (CHE) in cirrhotics without previous overt HE (OHE), its independent impact on predicting clinically relevant outcomes is unclear. The aim of this study was to define the impact of CHE on time to OHE, hospitalization, and death/transplant in prospectively followed up patients without previous OHE. METHODS Outpatient cirrhotics without OHE were enrolled and were administered a standard paper-pencil cognitive battery for CHE diagnosis. They were systematically followed up and time to first OHE development, hospitalization (liver-related/unrelated), and transplant/death were compared between CHE and no-CHE patients at baseline using Cox regression. RESULTS A total of 170 cirrhotic patients (55 years, 58% men, 14 years of education, Model for End-Stage Liver Disease (MELD 9), 53% hepatitis C virus (HCV), 20% nonalcoholic etiology) were included, of whom 56% had CHE. The entire population was followed up for 13.0 ± 14.6 months, during which time 30% developed their first OHE episode, 42% were hospitalized, and 19% had a composite death/transplant outcome. Age, gender, etiology, the MELD score, and CHE status were included in Cox regression models for time to first OHE episode, hospitalization, death, and composite death/transplant outcomes. On Cox regression, despite controlling for MELD, those with CHE had a higher risk of developing OHE (hazard ratio: 2.1, 95% confidence interval 1.01-4.5), hospitalization (hazard ratio: 2.5, 95% confidence interval 1.4-4.5), and death/transplant (hazard ratio: 3.4, 95% confidence interval 1.2-9.7) in the follow-up period. CONCLUSIONS Covert HE is associated with worsened survival and increased risk of hospitalization and OHE development, despite controlling for the MELD score. Strategies to detect and treat CHE may improve these risks.
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Affiliation(s)
- Kavish R. Patidar
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Leroy R. Thacker
- Department of Biostatistics, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - James B. Wade
- Department of Psychiatry, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Richard K. Sterling
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Arun J. Sanyal
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Mohammad S. Siddiqui
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Scott C. Matherly
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - R. Todd Stravitz
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Puneet Puri
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Velimir A. Luketic
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Michael Fuchs
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Melanie B. White
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Nicole A. Noble
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Ariel B. Unser
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - HoChong Gilles
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Douglas M. Heuman
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Jasmohan S. Bajaj
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
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Nabi E, Thacker LR, Wade JB, Sterling RK, Stravitz RT, Fuchs M, Heuman DM, Bouneva I, Sanyal AJ, Siddiqui MS, Luketic V, White MB, Monteith P, Noble NA, Unser A, Bajaj JS. Diagnosis of covert hepatic encephalopathy without specialized tests. Clin Gastroenterol Hepatol 2014; 12:1384-1389.e2. [PMID: 24362049 PMCID: PMC4063880 DOI: 10.1016/j.cgh.2013.12.020] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2013] [Revised: 11/26/2013] [Accepted: 12/06/2013] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Covert hepatic encephalopathy (CHE) impairs quality of life (QOL) and can be difficult to diagnose. Patient-administered methods that do not require specialized tests or equipment might increase rates of detection. We performed a longitudinal study to determine whether demographic data and responses to a validated QOL questionnaire, the Sickness Impact Profile (SIP), can identify patients with CHE. METHODS Patients with cirrhosis without prior overt HE were recruited from outpatient liver clinics at the Virginia Commonwealth University Medical Center, from August 2008 through February 2012. We performed cognitive tests on 170 patients (mean age, 55 y; mean model for end-stage liver disease score, 9; 50% with hepatitis C-associated and 11% with alcohol-associated cirrhosis). Patients also were given the SIP questionnaire (136 questions on 12 QOL topics, requiring a yes or no answer) at enrollment, at 6 months, and at 12 months. The proportion of patients that responded "yes" to each question was compared between those with and without CHE. Patient variables (noncognitive), demographics (age, education, sex, alcoholic etiology), and SIP questions that produced different responses between groups were analyzed by logistic regression and receiver operating characteristic analyses. RESULTS Based on cognitive test results, 93 patients (55%) had CHE when the study began. They had a higher proportion of "yes" responses to 54 questions on the SIP questionnaire, across all categories. We developed a formula to identify patients with CHE based on age, sex, and responses to 4 SIP questions (a SIP CHE score). Baseline SIP CHE scores greater than 0 identified patients with CHE with 80% sensitivity and 79% specificity. Of the 98 patients who returned for the 6-month evaluation, 50% had CHE (the SIP CHE identified these patients with 88% sensitivity). Of the 50 patients who returned for the 12-month evaluation, 32% had CHE (the SIP CHE score identified these patients with 81% sensitivity). CONCLUSIONS We developed a system to identify patients with CHE based on age, sex, and responses to 4 SIP questions; this formula identified patients with CHE with more than 80% sensitivity over a 12-month period after the initial enrollment. Patient-administered CHE screening strategies that do not include specialized tests could increase the detection of CHE and improve therapy.
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Affiliation(s)
- Eiman Nabi
- Division of Gastroenterology, Hepatology and Nutrition
| | | | - James B Wade
- Department of Psychiatry, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | | | | | - Michael Fuchs
- Division of Gastroenterology, Hepatology and Nutrition
| | | | | | - Arun J Sanyal
- Division of Gastroenterology, Hepatology and Nutrition
| | | | | | | | | | | | - Ariel Unser
- Division of Gastroenterology, Hepatology and Nutrition
| | - Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia.
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Bajaj JS, Heuman DM, Hylemon PB, Sanyal AJ, Puri P, Sterling RK, Luketic V, Stravitz RT, Siddiqui MS, Fuchs M, Thacker LR, Wade JB, Daita K, Sistrun S, White MB, Noble NA, Thorpe C, Kakiyama G, Pandak WM, Sikaroodi M, Gillevet PM. Randomised clinical trial: Lactobacillus GG modulates gut microbiome, metabolome and endotoxemia in patients with cirrhosis. Aliment Pharmacol Ther 2014; 39:1113-25. [PMID: 24628464 PMCID: PMC3989370 DOI: 10.1111/apt.12695] [Citation(s) in RCA: 196] [Impact Index Per Article: 19.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2014] [Revised: 02/18/2014] [Accepted: 02/19/2014] [Indexed: 12/13/2022]
Abstract
BACKGROUND Safety of individual probiotic strains approved under Investigational New Drug (IND) policies in cirrhosis with minimal hepatic encephalopathy (MHE) is not clear. AIM The primary aim of this phase I study was to evaluate the safety, tolerability of probiotic Lactobacillus GG (LGG) compared to placebo, while secondary ones were to explore its mechanism of action using cognitive, microbiome, metabolome and endotoxin analysis in MHE patients. METHODS Cirrhotic patients with MHE patients were randomised 1:1 into LGG or placebo BID after being prescribed a standard diet and multi-vitamin regimen and were followed up for 8 weeks. Serum, urine and stool samples were collected at baseline and study end. Safety was assessed at Weeks 4 and 8. Endotoxin and systemic inflammation, microbiome using multi-tagged pyrosequencing, serum/urine metabolome were analysed between groups using correlation networks. RESULTS Thirty MHE patients (14 LGG and 16 placebo) completed the study without any differences in serious adverse events. However, self-limited diarrhoea was more frequent in LGG patients. A standard diet was maintained and LGG batches were comparable throughout. Only in the LGG-randomised group, endotoxemia and TNF-α decreased, microbiome changed (reduced Enterobacteriaceae and increased Clostridiales Incertae Sedis XIV and Lachnospiraceae relative abundance) with changes in metabolite/microbiome correlations pertaining to amino acid, vitamin and secondary BA metabolism. No change in cognition was found. CONCLUSIONS In this phase I study, Lactobacillus GG is safe and well-tolerated in cirrhosis and is associated with a reduction in endotoxemia and dysbiosis.
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Affiliation(s)
- J S Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VAMC, Richmond, VA, USA
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Bajaj JS, Riggio O, Allampati S, Prakash R, Gioia S, Onori E, Piazza N, Noble NA, White MB, Mullen KD. Cognitive dysfunction is associated with poor socioeconomic status in patients with cirrhosis: an international multicenter study. Clin Gastroenterol Hepatol 2013; 11:1511-6. [PMID: 23707462 PMCID: PMC3808846 DOI: 10.1016/j.cgh.2013.05.010] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2013] [Revised: 04/30/2013] [Accepted: 05/04/2013] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS In patients with cirrhosis, cognitive dysfunction most often results from covert hepatic encephalopathy (HE). These patients are not tested routinely for cognitive dysfunction despite single-center evidence that it could be associated with poor socioeconomic status (SES). We investigated the association between SES and cognition in a multicenter study of cirrhosis. METHODS In a cross-sectional study, 236 cirrhotic patients from 3 centers (84 subjects from Virginia, 102 from Ohio, and 50 from Rome, Italy; age 57.7 ± 8.6 y; 14% with prior overt HE) were given recommended cognitive tests and a validated SES questionnaire that included questions about employment, personal and family income, and overall financial security. Comparisons were made among centers and between subjects who were employed or not. Regression analysis was performed using employment and personal income as outcomes. RESULTS Only 37% of subjects had been employed in the past year. Subjects had substantial financial insecurity-their yearly personal income ranged from $16,000 to $24,999, and their family income ranged from $25,000 to $49,999. They would be able to maintain a residence for only 3 to 6 months if their income stopped, and their current liquid assets were $500 to $4999 (<$500 if debt was subtracted). Cognition and SES were worst in Ohio and best in Virginia. Cognition correlated with personal and family income, within and between centers. On regression analysis, cognitive performance (digit symbol, lures, and line tracing) was associated with personal yearly income, after controlling for demographics, country, employment, and overt HE. Unemployed subjects had a higher rate of overt HE, worse cognition, and lower personal income than employed subjects. On regression analysis, performance on digit symbol, line tracing, inhibitory control test lures, and serial dotting tests remained associated with employment, similar to income. CONCLUSIONS In an international multicenter study of patients with cirrhosis, socioeconomic condition, based on employment and personal income, was associated strongly with cognitive performance, independent of age, education, and country.
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Affiliation(s)
- Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia.
| | - Oliviero Riggio
- Gastroenterology Department, La'Sapienza, University of Rome, Rome, Italy
| | - Sanath Allampati
- Division of Gastroenterology and Hepatology, Metrohealth Medical Center, Case Western Reserve University, Cleveland, Ohio, USA
| | - Ravi Prakash
- Division of Gastroenterology and Hepatology, Metrohealth Medical Center, Case Western Reserve University, Cleveland, Ohio, USA
| | - Stefania Gioia
- Gastroenterology Department, La'Sapienza, University of Rome, Rome, Italy
| | - Eugenia Onori
- Gastroenterology Department, La'Sapienza, University of Rome, Rome, Italy
| | - Nicole Piazza
- Gastroenterology Department, La'Sapienza, University of Rome, Rome, Italy
| | - Nicole A Noble
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Melanie B White
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia, USA
| | - Kevin D Mullen
- Division of Gastroenterology and Hepatology, Metrohealth Medical Center, Case Western Reserve University, Cleveland, Ohio, USA
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Bajaj JS, Thacker LR, Heuman DM, Fuchs M, Sterling RK, Sanyal AJ, Puri P, Siddiqui MS, Stravitz RT, Bouneva I, Luketic V, Noble N, White MB, Monteith P, Unser A, Wade JB. The Stroop smartphone application is a short and valid method to screen for minimal hepatic encephalopathy. Hepatology 2013; 58:1122-32. [PMID: 23389962 PMCID: PMC3657327 DOI: 10.1002/hep.26309] [Citation(s) in RCA: 145] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2012] [Revised: 01/08/2013] [Accepted: 01/31/2013] [Indexed: 12/13/2022]
Abstract
UNLABELLED Minimal hepatic encephalopathy (MHE) detection is difficult because of the unavailability of short screening tools. Therefore, MHE patients can remain undiagnosed and untreated. The aim of this study was to use a Stroop smartphone application (app) (EncephalApp_Stroop) to screen for MHE. The app and standard psychometric tests (SPTs; 2 of 4 abnormal is MHE, gold standard), psychometric hepatic encephalopathy score (PHES), and inhibitory control tests (ICTs) were administered to patients with cirrhosis (with or without previous overt hepatic encephalopathy; OHE) and age-matched controls from two centers; a subset underwent retesting. A separate validation cohort was also recruited. Stroop has an "off" state with neutral stimuli and an "on" state with incongruent stimuli. Outcomes included time to complete five correct runs as well as number of trials needed in on (Ontime) and off (Offtime) states. Stroop results were compared between controls and patients with cirrhosis with or without OHE and those with or without MHE (using SPTs, ICTs, and PHES). Receiver operating characteristic analysis was performed to diagnose MHE in patients with cirrhosis with or without previous OHE. One hundred and twenty-five patients with cirrhosis (43 previous OHE) and 134 controls were included in the original cohort. App times were correlated with Model for End-Stage Liver Disease (Offtime: r = 0.57; Ontime: r = 0.61; P < 0.0001) and were worst in previous OHE patients, compared to the rest and controls. Stroop performance was also significantly impaired in those with MHE, compared to those without MHE, according to SPTs, ICTs, and PHES (all P < 0.0001). A cutoff of >274.9 seconds (Ontime plus Offtime) had an area under the curve of 0.89 in all patients and 0.84 in patients without previous OHE for MHE diagnosis using SPT as the gold standard. The validation cohort showed 78% sensitivity and 90% specificity with the >274.9-seconds Ontime plus Offtime cutoff. App result patterns were similar between the centers. Test-retest reliability in controls and those without previous OHE was good; a learning effect on Ontime in patients with cirrhosis without previous OHE was noted. CONCLUSION The Stroop smartphone app is a short, valid, and reliable tool for screening of MHE.
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Affiliation(s)
- Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Leroy R Thacker
- Department of Biostatistics, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Douglas M Heuman
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Michael Fuchs
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Richard K Sterling
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Arun J Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Puneet Puri
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Mohammad S Siddiqui
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Richard T Stravitz
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Iliana Bouneva
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Velimir Luketic
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Nicole Noble
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Melanie B White
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Pamela Monteith
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Ariel Unser
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - James B Wade
- Department of Psychiatry, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
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Bajaj JS, Heuman DM, Sanyal AJ, Hylemon PB, Sterling RK, Stravitz RT, Fuchs M, Ridlon JM, Daita K, Monteith P, Noble NA, White MB, Fisher A, Sikaroodi M, Rangwala H, Gillevet PM. Modulation of the metabiome by rifaximin in patients with cirrhosis and minimal hepatic encephalopathy. PLoS One 2013; 8:e60042. [PMID: 23565181 PMCID: PMC3615021 DOI: 10.1371/journal.pone.0060042] [Citation(s) in RCA: 302] [Impact Index Per Article: 27.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2012] [Accepted: 02/19/2013] [Indexed: 12/12/2022] Open
Abstract
UNLABELLED Hepatic encephalopathy (HE) represents a dysfunctional gut-liver-brain axis in cirrhosis which can negatively impact outcomes. This altered gut-brain relationship has been treated using gut-selective antibiotics such as rifaximin, that improve cognitive function in HE, especially its subclinical form, minimal HE (MHE). However, the precise mechanism of the action of rifaximin in MHE is unclear. We hypothesized that modulation of gut microbiota and their end-products by rifaximin would affect the gut-brain axis and improve cognitive performance in cirrhosis. Aim To perform a systems biology analysis of the microbiome, metabolome and cognitive change after rifaximin in MHE. METHODS Twenty cirrhotics with MHE underwent cognitive testing, endotoxin analysis, urine/serum metabolomics (GC and LC-MS) and fecal microbiome assessment (multi-tagged pyrosequencing) at baseline and 8 weeks post-rifaximin 550 mg BID. Changes in cognition, endotoxin, serum/urine metabolites (and microbiome were analyzed using recommended systems biology techniques. Specifically, correlation networks between microbiota and metabolome were analyzed before and after rifaximin. RESULTS There was a significant improvement in cognition(six of seven tests improved, p<0.01) and endotoxemia (0.55 to 0.48 Eu/ml, p = 0.02) after rifaximin. There was a significant increase in serum saturated (myristic, caprylic, palmitic, palmitoleic, oleic and eicosanoic) and unsaturated (linoleic, linolenic, gamma-linolenic and arachnidonic) fatty acids post-rifaximin. No significant microbial change apart from a modest decrease in Veillonellaceae and increase in Eubacteriaceae was observed. Rifaximin resulted in a significant reduction in network connectivity and clustering on the correlation networks. The networks centered on Enterobacteriaceae, Porphyromonadaceae and Bacteroidaceae indicated a shift from pathogenic to beneficial metabolite linkages and better cognition while those centered on autochthonous taxa remained similar. CONCLUSIONS Rifaximin is associated with improved cognitive function and endotoxemia in MHE, which is accompanied by alteration of gut bacterial linkages with metabolites without significant change in microbial abundance. TRIAL REGISTRATION ClinicalTrials.gov NCT01069133.
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Affiliation(s)
- Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia, United States of America.
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Bajaj JS, Ahluwalia V, Wade JB, Sanyal AJ, White MB, Noble NA, Monteith P, Fuchs M, Sterling RK, Luketic V, Bouneva I, Stravitz RT, Puri P, Kraft KA, Gilles H, Heuman DM. Asymmetric dimethylarginine is strongly associated with cognitive dysfunction and brain MR spectroscopic abnormalities in cirrhosis. J Hepatol 2013; 58:38-44. [PMID: 22889958 PMCID: PMC3508094 DOI: 10.1016/j.jhep.2012.08.005] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2012] [Revised: 07/30/2012] [Accepted: 08/02/2012] [Indexed: 01/11/2023]
Abstract
BACKGROUND & AIMS Asymmetric dimethylarginine (ADMA) is an inhibitor of nitric oxide synthase that accumulates in liver disease and may contribute to hepatic encephalopathy (HE). We aimed at evaluating the association of ADMA with cognition and brain MR spectroscopy (MRS) in cirrhosis. METHODS Cirrhotic patients with/without prior HE and non-cirrhotic controls underwent cognitive testing and ADMA determination. A subgroup underwent brain MRS [glutamine/glutamate (Glx), myoinositol (mI), N-acetyl-aspartate (NAA) in parietal white, occipital gray, and anterior cingulated (ACC)]. Cognition and ADMA in a cirrhotic subgroup before and one month after transjugular intrahepatic portosystemic shunting (TIPS) were also tested. Cognition and MRS values were correlated with ADMA and compared between groups using multivariable regression. ADMA levels were compared between those who did/did not develop post-TIPS HE. RESULTS Ninety cirrhotics (MELD 13, 54 prior HE) and 16 controls were included. Controls had better cognition and lower ADMA, Glx, and higher mI compared to cirrhotics. Prior HE patients had worse cognition, higher ADMA and Glx and lower mI compared to non-HE cirrhotics. ADMA was positively correlated with MELD (r=0.58, p<0.0001), abnormal cognitive test number (r=0.66, p<0.0001), and Glx and NAAA (white matter, ACC) and negatively with mI. On regression, ADMA predicted number of abnormal tests and mean Z-score independent of prior HE and MELD. Twelve patients underwent TIPS; 7 developed HE post-TIPS. ADMA increased post-TIPS in patients who developed HE (p=0.019) but not in others (p=0.89). CONCLUSIONS A strong association of ADMA with cognition and prior HE was found independent of the MELD score in cirrhosis.
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Affiliation(s)
- Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA 23249, USA.
| | - Vishwadeep Ahluwalia
- Radiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - James B Wade
- Psychology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Arun J Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Melanie B White
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Nicole A Noble
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Pamela Monteith
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Michael Fuchs
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Richard K Sterling
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Velimir Luketic
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Iliana Bouneva
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Richard T Stravitz
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Puneet Puri
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Kenneth A Kraft
- Radiology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - HoChong Gilles
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
| | - Douglas M Heuman
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia
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Bajaj JS, Hylemon PB, Ridlon JM, Heuman DM, Daita K, White MB, Monteith P, Noble NA, Sikaroodi M, Gillevet PM. Colonic mucosal microbiome differs from stool microbiome in cirrhosis and hepatic encephalopathy and is linked to cognition and inflammation. Am J Physiol Gastrointest Liver Physiol 2012; 303:G675-85. [PMID: 22821944 PMCID: PMC3468538 DOI: 10.1152/ajpgi.00152.2012] [Citation(s) in RCA: 375] [Impact Index Per Article: 31.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Although hepatic encephalopathy (HE) is linked to the gut microbiota, stool microbiome analysis has not found differences between HE and no-HE patients. This study aimed to compare sigmoid mucosal microbiome of cirrhotic patients to controls, between HE vs. no-HE patients, and to study their linkage with cognition and inflammation. Sixty cirrhotic patients (36 HE and 24 no-HE) underwent cognitive testing, stool collection, cytokine (Th1, Th2, Th17, and innate immunity), and endotoxin analysis. Thirty-six patients (19 HE and 17 no-HE) and 17 age-matched controls underwent sigmoid biopsies. Multitag pyrosequencing (including autochthonous genera, i.e., Blautia, Roseburia, Fecalibacterium, Dorea) was performed on stool and mucosa. Stool and mucosal microbiome differences within/between groups and correlation network analyses were performed. Controls had significantly higher autochthonous and lower pathogenic genera compared with cirrhotic patients, especially HE patients. HE patients had worse MELD (model for end-stage liver disease) score and cognition and higher IL-6 and endotoxin than no-HE. Mucosal microbiota was different from stool within both HE/no-HE groups. Between HE/no-HE patients, there was no difference in stool microbiota but mucosal microbiome was different with lower Roseburia and higher Enterococcus, Veillonella, Megasphaera, and Burkholderia abundance in HE. On network analysis, autochthonous genera (Blautia, Fecalibacterium, Roseburia, and Dorea) were associated with good cognition and decreased inflammation in both HE/no-HE, whereas genera overrepresented in HE (Enterococcus, Megasphaera, and Burkholderia) were linked to poor cognition and inflammation. Sigmoid mucosal microbiome differs significantly from stool microbiome in cirrhosis. Cirrhotic, especially HE, patients' mucosal microbiota is significantly different from controls with a lack of potentially beneficial autochthonous and overgrowth of potentially pathogenic genera, which are associated with poor cognition and inflammation.
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Affiliation(s)
| | - Phillip B. Hylemon
- 1Division of Gastroenterology, Hepatology and Nutrition; ,2Department of Microbiology, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia; and
| | - Jason M. Ridlon
- 1Division of Gastroenterology, Hepatology and Nutrition; ,2Department of Microbiology, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia; and
| | | | - Kalyani Daita
- 1Division of Gastroenterology, Hepatology and Nutrition; ,2Department of Microbiology, Virginia Commonwealth University and McGuire Veterans Affairs Medical Center, Richmond, Virginia; and
| | | | | | | | - Masoumeh Sikaroodi
- 3Microbiome Analysis Center, George Mason University, Manassas, Virginia
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Bajaj JS, Schubert CM, Heuman DM, Wade JB, Gibson DP, Topaz A, Saeian K, Hafeezullah M, Bell DE, Sterling RK, Stravitz RT, Luketic V, White MB, Sanyal AJ. Persistence of cognitive impairment after resolution of overt hepatic encephalopathy. Gastroenterology 2010; 138:2332-40. [PMID: 20178797 PMCID: PMC2883684 DOI: 10.1053/j.gastro.2010.02.015] [Citation(s) in RCA: 210] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2009] [Revised: 01/28/2010] [Accepted: 02/11/2010] [Indexed: 02/06/2023]
Abstract
BACKGROUND & AIMS In patients with cirrhosis, hepatic encephalopathy (HE) has acute but reversible as well as chronic components. We investigated the extent of residual cognitive impairment following clinical resolution of overt HE (OHE). METHODS Cognitive function of cirrhotic patients was evaluated using psychometric tests (digit symbol, block design, and number connection [NCT-A and B]) and the inhibitory control test (ICT). Improvement (reduction) in ICT lures and first minus second halves (DeltaL(1-2)) were used to determine learning of response inhibition. Two cross-sectional studies (A and B) compared data from stable cirrhotic patients with or without prior OHE. We then prospectively assessed cognitive performance, before and after the first episode of OHE. RESULTS In study A (226 cirrhotic patients), 54 had experienced OHE, 120 had minimal HE, and 52 with no minimal HE. Despite normal mental status on lactulose after OHE, cirrhotic patients were cognitively impaired, based on results from all tests. Learning of response inhibition (DeltaL(1-2) > or =1) was evident in patients with minimal HE and no minimal HE but was lost after OHE. In study B (50 additional patients who developed > or =1 documented OHE episode during follow-up), the number of OHE hospitalizations correlated with severity of residual impairment, indicated by ICT lures (r = 0.5, P = .0001), digit symbol test (r = -0.39, P = .002), and number connection test-B (r = 0.33, P = .04). In the prospective study (59 cirrhotic patients without OHE), 15 developed OHE; ICT lure response worsened significantly after OHE (12 before vs 18 after, P = .0003), and learning of response inhibition was lost. The 44 patients who did not experience OHE did not have deteriorations in cognitive function in serial testing. CONCLUSIONS In cirrhosis, episodes of OHE are associated with persistent and cumulative deficits in working memory, response inhibition, and learning.
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Affiliation(s)
- Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia 23249, USA.
| | - Christine M Schubert
- Biostatistics, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Douglas M Heuman
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - James B Wade
- Psychology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Douglas P Gibson
- Psychology, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Allyne Topaz
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Kia Saeian
- Division of Gastroenterology and Hepatology, Medical College of Wisconsin, Milwaukee, WI
| | - Muhammad Hafeezullah
- Division of Gastroenterology and Hepatology, Medical College of Wisconsin, Milwaukee, WI
| | - Debulon E Bell
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Richard K Sterling
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - R Todd Stravitz
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Velimir Luketic
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Melanie B White
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
| | - Arun J Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, VA
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45
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Bajaj JS, Schubert CM, Heuman DM, Wade JB, Gibson DP, Topaz A, Saeian K, Hafeezullah M, Bell DE, Sterling RK, Stravitz RT, Luketic V, White MB, Sanyal AJ. Persistence of cognitive impairment after resolution of overt hepatic encephalopathy. Gastroenterology 2010. [PMID: 20178797 DOI: 10.1038/ajg.2011.490] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
BACKGROUND & AIMS In patients with cirrhosis, hepatic encephalopathy (HE) has acute but reversible as well as chronic components. We investigated the extent of residual cognitive impairment following clinical resolution of overt HE (OHE). METHODS Cognitive function of cirrhotic patients was evaluated using psychometric tests (digit symbol, block design, and number connection [NCT-A and B]) and the inhibitory control test (ICT). Improvement (reduction) in ICT lures and first minus second halves (DeltaL(1-2)) were used to determine learning of response inhibition. Two cross-sectional studies (A and B) compared data from stable cirrhotic patients with or without prior OHE. We then prospectively assessed cognitive performance, before and after the first episode of OHE. RESULTS In study A (226 cirrhotic patients), 54 had experienced OHE, 120 had minimal HE, and 52 with no minimal HE. Despite normal mental status on lactulose after OHE, cirrhotic patients were cognitively impaired, based on results from all tests. Learning of response inhibition (DeltaL(1-2) > or =1) was evident in patients with minimal HE and no minimal HE but was lost after OHE. In study B (50 additional patients who developed > or =1 documented OHE episode during follow-up), the number of OHE hospitalizations correlated with severity of residual impairment, indicated by ICT lures (r = 0.5, P = .0001), digit symbol test (r = -0.39, P = .002), and number connection test-B (r = 0.33, P = .04). In the prospective study (59 cirrhotic patients without OHE), 15 developed OHE; ICT lure response worsened significantly after OHE (12 before vs 18 after, P = .0003), and learning of response inhibition was lost. The 44 patients who did not experience OHE did not have deteriorations in cognitive function in serial testing. CONCLUSIONS In cirrhosis, episodes of OHE are associated with persistent and cumulative deficits in working memory, response inhibition, and learning.
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Affiliation(s)
- Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University and McGuire VA Medical Center, Richmond, Virginia 23249, USA.
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Abstract
Yeast-based assays have been developed to detect inactivating mutations in human genes, but these assays generally rely on the human protein having a biological function in yeast. We describe a simple method to detect mutations by virtue of their ability to abolish a protein-protein interaction in the yeast two-hybrid assay. By the use of direct recombinational cloning in yeast of a reverse transcription-PCR product followed by a simple growth selection this method distinguished both homozygous and heterozygous mutations in the p53 tumor suppressor gene. This approach should be applicable to many human genes whose encoded proteins have suitable partners in the two-hybrid assay.
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Affiliation(s)
- H Schwartz
- Department of Genetics, University of Washington, Box 357360, Seattle, WA 98195, USA
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Abstract
This article describes the magnitude, extent, and economic consequences of some of the more common, work-related musculoskeletal disorders. In addition, it provides a brief historic overview of the state-federal vocational rehabilitation program in the United States. It identifies and considers a constellation of risk factors for work-related disability because of musculoskeletal disorders, and it discusses phases of physical rehabilitation as that process relates to injured workers. The shifting disability paradigm is examined, and attention is given to terminology that has become fashionable since passage of the landmark Americans with Disabilities Act of 1990. Finally, various factors and conditions that often become barriers to an injured person's successful return to the workforce are briefly discussed.
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Affiliation(s)
- K V Straaton
- University of Alabama at Birmingham, Injury Control Research Center 35294-2041, USA
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Abstract
Although much has been written about Jean-Martin Charcot (1825-1893) as a neurologist and his commitment to the hysterics of the Salpêtrière, his influence on modern psychiatric thought has been misunderstood. His contributions range from the diagnosis and understanding of certain aspects of hysteria, which influenced psychoanalysis, to insights into the psychopathology of trauma that foreshadow modern concepts of post-traumatic stress disorder and somatoform disorders. This article reviews these aspects in the context of his contributions as a founder of modern neurology, neuropathology and proponent of the anatomo-clinical approach.
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Affiliation(s)
- M B White
- Department of Neurology, Hôpital Hôtel-Dieu de Montréal, Québec, Canada
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White MB, Russell CS. Examining the multifaceted notion of isomorphism in marriage and family therapy supervision: a quest for conceptual clarity. J Marital Fam Ther 1997; 23:315-333. [PMID: 9373830 DOI: 10.1111/j.1752-0606.1997.tb01040.x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
The notion of isomorphism has been recommended as a conceptual framework to guide the practice of marriage and family therapy (MFT) supervision. The term is frequently cited in the MFT training literature but is often used in different ways. A panel of MFT supervisors rated the importance and relevance to both therapy and supervision of a large pool of variables. The majority of variables were found to be equally relevant or isomorphic to the domains of MFT and MFT supervision. A qualitative interview with a small subset of the panelists suggested that the concept, to varying degrees, has influenced their work as supervisors. The implications of the results for theory development, research and supervisory practice are discussed.
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Affiliation(s)
- M B White
- Department of Human Development and Family Studies, Auburn University, AL 36849, USA.
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50
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Rand A, Glenn KS, Alvares CP, White MB, Thibodeau SM, Karnes WE. p53 functional loss in a colon cancer cell line with two missense mutations (218leu and 248trp) on separate alleles. Cancer Lett 1996; 98:183-91. [PMID: 8556707] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
We have sequenced p53 in three colon cancer cell lines capable of autonomous proliferation. SNU-C1 and SNU-C4 cells, whose autonomous growth is dependent upon autocrine stimulation of epidermal growth factor receptor (EGFR), had wildtype p53 sequence of exons 4-9. In contrast, an EGFR ligand-independent cell line, SNU-C5, had heterozygous missense mutations affecting codons 218 (valine to leucine) and 248 (arginine to tryptophan) of p53. Bacterial cloning of p53 from SNU-C5 cells showed that the 248trp and 218leu mutants were both expressed and on separate alleles. 248trp is a common 'hot spot' mutant of p53 with variable dominant negative activity depending on the celullar context. Valine 218, in contrast, is rarely affected by mutation in cancers and is located in a region of the hydrophobic core domain away from 'hot spot' DNA contact sights. However, valine 218 is completely conserved across species, prompting us to investigate the function of 218leu in SNU-C5 cells. SNU-C5 cells exhibited complete loss of normal p53 function as evidenced by over-expression of p53 protein and by failure to show induction of p53, waf-1, mdm-2 or G1/S arrest in response to the DNA damaging agent, bleomycin. In a yeast p53 functional assay (FASAY), 50% of the clones were unable to transactivate a p53-specific promoter required for yeast colony expansion at 25, 30 or 37 degrees C. Sequencing of the p53 insert from several randomly selected wild-type and mutant yeast clones revealed that 218leu-bearing clones retained their ability to transactivate the p53-specific promoter. As expected, the 248trp-bearing clones lost this function. These data indicate that although 218leu retains normal transactivation activity on a p53 promoter in yeast at physiological temperatures, it is not capable of normal p53 function in the presence of a 248trp allele in SNU-C5 cells. It remains unclear whether the strong dominant negative activity of 248trp in SNU-C5 cells is related to the cellular context or to an unresolved abnormality of 218leu function.
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Affiliation(s)
- A Rand
- Mayo Foundation, Rochester, MN 55905, USA
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