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Shah, Vijay H.

https://orcid.org/0000-0001-7620-573X

Mayo Clinic

Mayo Clinic

Citations 187

Artificial Intelligence–Enabled Stool Analysis for Lactulose Titration Assistance in Hepatic Encephalopathy Through a Smartphone Application
Chara, Beatriz Sordi , Hara, Kamalpreet S. , Schmidt, Kathryn A. , Kassmeyer, Blake A., Anstey, Jacob, Tiede, David, Kamath, Patrick S. , Shah, Vijay H. , Bajaj, Jasmohan S. , Kraus, Asaf, Sordi Chara, Beatriz , Penrice, Daniel , Kamath, Patrick S , Bajaj, Jasmohan S , Penrice, Daniel D. , Simonetto, Douglas A.

American Journal of Gastroenterology | January 19, 2024 | Volume: 119 | Issue: 5 | Pages: 982-986

10.14309/ajg.0000000000002656 Get It

INTRODUCTION: Management of hepatic encephalopathy relies on self-titration of lactulose. In this feasibility trial, we assess an artificial intelligence–enabled tool to guide lactulose use through a smartphone application. METHODS: Subjects with hepatic encephalopathy on lactulose captured bowel movement pictures during lead-in and intervention phases. During the intervention phase, daily feedback on lactulose titration was delivered through the application. Goals were determined according to number of bowel movement and Bristol Stool Scale reports. RESULTS: Subjects completed the study with more than 80% satisfaction. In the lead-in phase, less compliant subjects achieved Bristol Stool Scale goal on 62/111 (56%) of days compared with 107/136 (79%) in the intervention phase ( P = 0.041), while the most compliant subjects showed no difference. Severe/recurrent hepatic encephalopathy group achieved Bristol Stool Scale goal on 80/104 (77%) days in the lead-in phase and 90/110 (82%) days in the intervention phase ( P = NS), compared with 89/143 (62%) days and 86/127 (68%) days in the stable group. DISCUSSION: Dieta application is a promising tool for objective Bowel Movement/Bristol Stool Scale tracking for hepatic encephalopathy and may potentially be used to assist with lactulose titration.
ACG Clinical Guideline: Alcohol-Associated Liver Disease
Jophlin, Loretta , Shah, Vijay H. , Jophlin, Loretta L , Singal, Ashwani K. , Bataller, Ramon A , Wong, Robert J. , Sauer, Bryan G. , Terrault, Norah A.

American Journal of Gastroenterology | January 4, 2024 | Volume: 119 | Issue: 1 | Pages: 30-54

10.14309/ajg.0000000000002572 Get It

ABSTRACT Alcohol-associated liver disease (ALD) is the most common cause of advanced hepatic disease and frequent indication for liver transplantation worldwide. With harmful alcohol use as the primary risk factor, increasing alcohol use over the past decade has resulted in rapid growth of the ALD-related healthcare burden. The spectrum of ALD ranges from early asymptomatic liver injury to advanced disease with decompensation and portal hypertension. Compared with those with other etiologies of liver disease, patients with ALD progress faster and more often present at an advanced stage. A unique phenotype of advanced disease is alcohol-associated hepatitis (AH) presenting with rapid onset or worsening of jaundice, and acute on chronic liver failure in severe forms conveying a 1-month mortality risk of 20%–50%. The model for end stage disease score is the most accurate score to stratify AH severity (>20 defined as severe disease). Corticosteroids are currently the only available therapeutic with proven efficacy for patients with severe AH, providing survival benefit at 1 month in 50%–60% of patients. Abstinence of alcohol use, a crucial determinant of long-term outcomes, is challenging to achieve in ALD patients with concurrent alcohol use disorder (AUD). As patients with ALD are rarely treated for AUD, strategies are needed to overcome barriers to AUD treatment in patients with ALD and to promote a multidisciplinary integrated care model with hepatology, addiction medicine providers, and social workers to comprehensively manage the dual pathologies of liver disease and of AUD. Liver transplantation, a definitive treatment option in patients with advanced cirrhosis, should be considered in selected patients with AH, who are unresponsive to medical therapy and have a low risk of relapse to posttransplant alcohol use. Level of evidence and strength of recommendations were evaluated using the Grading of Recommendations, Assessment, Development, and Evaluations system. This guideline was developed under the American College of Gastroenterology Practice Parameters Committee.
Smartphone sensor data estimate alcohol craving in a cohort of patients with alcohol-associated liver disease and alcohol use disorder
Wu, Tiffany , Sherman, Garrick , Giorgi, Salvatore , Thanneeru, Priya, Ungar, Lyle , Kamath, Patrick S. , Curtis, Brenda , Shah, Vijay H. , Ungar, Lyle H , Simonetto, Douglas A , Curtis, Brenda L , Wu, Tiffany , Simonetto, Douglas A.

Hepatology Communications | December 7, 2023 | Volume: 7 | Issue: 12 | Pages: No page available

10.1097/hc9.0000000000000329 Get It

Background: Sensors within smartphones, such as accelerometer and location, can describe longitudinal markers of behavior as represented through devices in a method called digital phenotyping. This study aimed to assess the feasibility of digital phenotyping for patients with alcohol-associated liver disease and alcohol use disorder, determine correlations between smartphone data and alcohol craving, and establish power assessment for future studies to prognosticate clinical outcomes. Methods: A total of 24 individuals with alcohol-associated liver disease and alcohol use disorder were instructed to download the AWARE application to collect continuous sensor data and complete daily ecological momentary assessments on alcohol craving and mood for up to 30 days. Data from sensor streams were processed into features like accelerometer magnitude, number of calls, and location entropy, which were used for statistical analysis. We used repeated measures correlation for longitudinal data to evaluate associations between sensors and ecological momentary assessments and standard Pearson correlation to evaluate within-individual relationships between sensors and craving. Results: Alcohol craving significantly correlated with mood obtained from ecological momentary assessments. Across all sensors, features associated with craving were also significantly correlated with all moods (eg, loneliness and stress) except boredom. Individual-level analysis revealed significant relationships between craving and features of location entropy and average accelerometer magnitude. Conclusions: Smartphone sensors may serve as markers for alcohol craving and mood in alcohol-associated liver disease and alcohol use disorder. Findings suggest that location-based and accelerometer-based features may be associated with alcohol craving. However, data missingness and low participant retention remain challenges. Future studies are needed for further digital phenotyping of relapse risk and progression of liver disease.
Imaging of Alcohol-Associated Liver Disease
Maheshwari, Sharad, Gu, Chris N., Caserta, Melanie P. , Shah, Vijay H. , Menias, Christine O. , Fidler, Jeff L. , Kezer, Camille A. , Torbenson, Michael , Fidler, Jeff L. , Venkatesh, Sudhakar K.

American Journal of Roentgenology | September 20, 2023 | Volume: 222 | Issue: 1 | Pages: No page available

10.2214/ajr.23.29917 Get It

Angiocrine Signaling in Sinusoidal Health and Disease
Shah, Vijay H. , Cooper, Shawna A. , Kostallari, Enis

Seminars in Liver Disease | July 13, 2023 | Volume: 43 | Issue: 03 | Pages: 245-257

10.1055/a-2128-5907 Get It

Liver sinusoidal endothelial cells (LSECs) are key players in maintaining hepatic homeostasis. They also play crucial roles during liver injury by communicating with liver cell types as well as immune cells and promoting portal hypertension, fibrosis, and inflammation. Cutting-edge technology, such as single cell and spatial transcriptomics, have revealed the existence of distinct LSEC subpopulations with a clear zonation in the liver. The signals released by LSECs are commonly called “angiocrine signaling.” In this review, we summarize the role of angiocrine signaling in health and disease, including zonation in healthy liver, regeneration, fibrosis, portal hypertension, nonalcoholic fatty liver disease, alcohol-associated liver disease, aging, drug-induced liver injury, and ischemia/reperfusion, as well as potential therapeutic advances. In conclusion, sinusoidal endotheliopathy is recognized in liver disease and promising preclinical studies are paving the path toward LSEC-specific pharmacotherapies.
Disproportionate increases in alcohol-associated hepatitis incidence in women and individuals of low socioeconomic status: A population-based study using the Rochester epidemiology project database
Ahn, Joseph , Wi, Chung‐Il , Buryska, Seth , Sivasubramaniam, Priyadharshini , Harmsen, William S. , Kamath, Patrick S. , Juhn, Young J. , Shah, Vijay H. , Ahn, Joseph C , Simonetto, Douglas A , Juhn, Y J , Wi, Chung-Ii , Simonetto, Douglas A.

Hepatology Communications | May 31, 2023 | Volume: 7 | Issue: 6 | Pages: No page available

10.1097/hc9.0000000000000160 Get It

Background: Alcohol-associated hepatitis (AH) is among the deadliest liver diseases, but its incidence is poorly defined. The aim of our study was to define the incidence of AH meeting the National Institute on Alcohol Abuse and Alcoholism criteria and to identify risk factors for AH. Methods: We conducted a retrospective cohort study using the Rochester epidemiology project database on adult patients hospitalized with AH between January 1, 2000 and December 31, 2018. Patients were screened using ICD-9 codes and then included if they met the National Institute on Alcohol Abuse and Alcoholism criteria on manual chart review. Baseline demographics, comorbidities, access to care, liver-related complications, and outcomes were obtained. The HOUsing-based index of SocioEconomic status index was used to measure socioeconomic status. Incidence rates were calculated in cases per 100,000 person-years of follow-up. Results: Among 204 patients, the cumulative AH incidence was 6.8 per 100,000 person-years. Between 2000–2004 and 2015–2018, AH incidence among males increased from 8.4 to 14.7 per 100,000 py, whereas AH incidence among females increased by 7-fold from 0.8 to 5.9 per 100,000 py. Such increases among females were accompanied by increases in comorbid depression and anxiety. The proportion of patients with AH in the lower socioeconomic status quartiles increased from 62.9% between 2000 and 2004 to 73.3% between 2015 and 2019. Conclusions: The incidence of AH is increasing rapidly, especially among females and individuals of lower socioeconomic status. There are areas of unmet need in preventative measures and treatments for comorbid psychiatric disorders in patients at high risk of AH.
Head-to-head comparison of magnetic resonance elastography-based liver stiffness, fat fraction, and T1 relaxation time in identifying at-risk NASH
Li, Jiahui , Kalutkiewicz, Kyle, Mounajjed, Taofic, Therneau, Terry M. , Venkatesh, Sudhakar K. , Glaser, Kevin J. , Hoodeshenas, Safa , Shah, Vijay H. , Zhu, Zheng, Kalutkiewicz, Kyle J, Venkatesh, Sudhakar K , Sui, Yi , Manduca, A , Ehman, Richard , Allen, Alina M , Li, Jiahui , Lü, Xin , Zhu, Zheng Hong , Sui, Yi, Manduca, Armando , Ehman, Richard L. , Allen, Alina M. , Yin, Meng

Hepatology | April 20, 2023 | Volume: 78 | Issue: 4 | Pages: 1200-1208

10.1097/hep.0000000000000417 Get It

Background and Aims: The presence of at-risk NASH is associated with an increased risk of cirrhosis and complications. Therefore, noninvasive identification of at-risk NASH with an accurate biomarker is a critical need for pharmacologic therapy. We aim to explore the performance of several magnetic resonance (MR)-based imaging parameters in diagnosing at-risk NASH. Approach and Results: This prospective clinical trial (NCT02565446) includes 104 paired MR examinations and liver biopsies performed in patients with suspected or diagnosed NAFLD. Magnetic resonance elastography-assessed liver stiffness (LS), 6-point Dixon-derived proton density fat fraction (PDFF), and single-point saturation-recovery acquisition-calculated T1 relaxation time were explored. Among all predictors, LS showed the significantly highest accuracy in diagnosing at-risk NASH [AUCLS: 0.89 (0.82, 0.95), AUCPDFF: 0.70 (0.58, 0.81), AUCT1: 0.72 (0.61, 0.82), z-score test z >1.96 for LS vs any of others]. The optimal cutoff value of LS to identify at-risk NASH patients was 3.3 kPa (sensitivity: 79%, specificity: 82%, negative predictive value: 91%), whereas the optimal cutoff value of T1 was 850 ms (sensitivity: 75%, specificity: 63%, and negative predictive value: 87%). PDFF had the highest performance in diagnosing NASH with any fibrosis stage [AUCPDFF: 0.82 (0.72, 0.91), AUCLS: 0.73 (0.63, 0.84), AUCT1: 0.72 (0.61, 0.83), |z| <1.96 for all]. Conclusion: Magnetic resonance elastography-assessed LS alone outperformed PDFF, and T1 in identifying patients with at-risk NASH for therapeutic trials.
Emerging targets for therapy in ALD: Lessons from NASH
Singal, Ashwani K. , Shah, Vijay H. , Malhi, Harmeet , Malhi, Harmeet , Singal, Ashwani K

Hepatology | March 20, 2023 | Volume: 80 | Issue: 1 | Pages: 223-237

10.1097/hep.0000000000000381 Get It

Alcohol-associated liver disease due to harmful alcohol use and NAFLD associated with metabolic syndrome are the 2 most common liver diseases worldwide. Control of respective risk factors is the cornerstone in the long-term management of these diseases. Furthermore, there are no effective therapies. Both diseases are characterized by metabolic derangements; thus, the focus of this review was to broaden our understanding of metabolic targets investigated in NAFLD, and how these can be applied to alcohol-associated liver disease. Conserved pathogenic pathways such as dysregulated lipid metabolism, cell death pathways including apoptosis and activation of innate immune cells, and stellate cells mediate both alcohol and NAFLDs, resulting in histological abnormalities of steatosis, inflammation, fibrosis, and cirrhosis. However, pathways such as gut microbiome changes, glucose metabolism and insulin resistance, inflammatory signaling, and microRNA abnormalities are distinct in these 2 diseases. In this review article, we describe conserved and distinct pathogenic pathways highlighting therapeutic targets that may be of potential in both diseases and those that are unique to each disease.
Alcohol abstinence partially restores peripheral mucosal-associated invariant T cells in patients with alcoholic hepatitis
Li, Wei , Lin, Edward L. , Liangpunsakul, Suthat , Rane, Susimita, Chalasani, Sai, Puri, Puneet , Kamath, Patrick S. , Shah, Vijay H. , Katz, Barry P., Radaeva, Svetlana , Crabb, David W. , Chalasani, Naga , Yu, Qigui, Lin, Edward, Lan, Jie , Sanyal, Arun J. , Yu, Qigui

The Journal of Immunology | January 2, 2023 | Volume: 200 | Issue: Supplement_1 | Pages: 166.64-166.64

10.4049/jimmunol.200.supp.166.64 Get It

Abstract Alcoholic hepatitis (AH) develops in a small percentage of heavy drinkers. The adaptive immune system of AH patients is hyper-activated, yet dysregulated and ineffective against infectious diseases. Mucosal-associated invariant T (MAIT) cells are innate-like lymphocytes that are found in liver, intestinal mucosa, and peripheral blood and contribute to protection against infectious diseases. To determine whether MAIT cells were dysregulated in heavy drinkers and the effect of alcohol abstinence on MAIT cell recovery, we compared peripheral MAIT cells between AH patients and heavy drinkers without liver disease (HDC) at baseline and 6- and 12-month followup. At baseline, AH patients had severely reduced frequency of MAIT cells than HDC and healthy donor controls (HC), whereas MAIT cell frequency was not significantly different between HDC and HC. In addition, MAIT cells in AH patients expressed higher levels of the activation markers (CD69, CD38, and HLA-DR) as well as the immune checkpoint inhibitor PD-1. Multiplex immunoassays showed that plasma levels of several cytokines related to MAIT cell activation were elevated in AH patients (IFN-s, IL-7, IL-15, IL-17, IL-18, and IL-23, and TNF-a). In AH patients, the frequency MAIT cells and CD38-expressing MAIT cells correlated with levels of several cytokines and AST. At followup, AH patients had increased MAIT cell frequency and decreased MAIT cell activation with cessation of alcohol. However, abstinent AH patients still had higher levels of CD38-expressing MAIT cells than HDC at 6-month followup. Conclusion Blood MAIT cells were severely reduced and were dysregulated in AH patients and alcohol abstinence partially reversed abnormalities in MAIT cell frequency and phenotype.
Alcohol-Associated Hepatitis
Arab, Juan Pablo , Shah, Vijay H. , Arab, Juan P , Bataller, Ramon A

New England Journal of Medicine | December 28, 2022 | Volume: 387 | Issue: 26 | Pages: 2436-2448

10.1056/nejmra2207599 Get It