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Shah, Vijay H.

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

Mayo Clinic

Mayo Clinic

Citations 187

Review article: current and emerging therapies for acute alcohol‐associated hepatitis
Rattan, Puru , Shah, Vijay H.

Alimentary Pharmacology & Therapeutics | May 14, 2022 | Volume: 56 | Issue: 1 | Pages: 28-40

10.1111/apt.16969 Get It

SummaryBackgroundAlcohol‐associated hepatitis is an acute manifestation of alcohol‐associated liver disease (ALD) and is associated with 30%–40% mortality at 28 days. Abstinence and corticosteroids are the mainstays of treatment, but the latter only improves short‐term mortality, so new and improved therapies remain an unmet need.AimsThe aim was to review the pathophysiology of alcohol‐associated hepatitis and how various targets can be used by current and emerging therapies as treatment.MethodsA thorough literature review was conducted on acute alcohol‐associated hepatitis, current therapies and therapies under investigation.ResultsWith the increasing prevalence of alcohol use disorder and ALD, the burden of alcohol‐associated hepatitis is also expected to rise. The current understanding of alcohol‐associated hepatitis pathophysiology has led to clinical trials of several therapies involving IL‐1 antagonism, modification of the gut microbiome and liver regeneration.ConclusionsCorticosteroid therapy for alcohol‐associated hepatitis is restricted in its applicability and has limited efficacy. Developing multidisciplinary, patient‐centred care models based on digital health technologies, in combination with continued discovery of novel therapies using multiomics data and computational biology techniques will be necessary to tackle the increasing burden of alcohol‐associated hepatitis.
Identifying Alcohol Use Disorder in Patients With Cirrhosis Reduces 30-Days Readmission Rate
Singal, Ashwani K. , DiMartini, Andrea F. , Arab, Juan Pablo , Kuo, Yong‐Fang , Shah, Vijay H. , DiMartini, Andrea , Arab, Juan P , Singal, Ashwani K , Leggio, Lorenzo

Alcohol and Alcoholism | May 5, 2022 | Volume: 57 | Issue: 5 | Pages: 576-580

10.1093/alcalc/agac015 Get It

Abstract Aims Readmission is frequent among patients with cirrhosis and is a complex multifactorial process. To examine the association of alcohol use disorder (AUD) and risk of readmission in patients with alcohol-associated cirrhosis. Methods and Results National Readmission Dataset (2016–2017) was used to extract a retrospective cohort of 53,348 patients with primary or secondary discharge diagnosis code of alcohol-associated cirrhosis with their first admission (26,674 patients with vs. propensity matched 26,674 without a primary or secondary discharge diagnosis code of AUD). Readmission within 30-day was lower (43.9 vs. 48%, P < 0.001) among patients identified to have AUD at the time of discharge. In a conditional logistic regression model, a diagnosis of AUD was associated with 15% reduced odds of 30-day readmission, 0.85 (0.83–0.88). Furthermore, the reason for readmission among patients identified vs. not identified to have AUD was less likely to be liver disease complication. The findings remained similar in a matched cohort of patients where the AUD diagnosis at discharge was listed as one of the secondary diagnoses only. Conclusion Although, our study findings suggest that identification of AUD at the time of discharge among patients hospitalized for alcohol-associated cirrhosis reduces the risk of 30-day readmission, unavailable information on patient counseling, referral for mental health specialist and treatment received for AUD limit the causality assessment. Future studies are needed overcoming the inherent limitations of the database to establish the role of identification and treatment of AUD in reducing readmission and liver decompensation in patients with alcohol-associated cirrhosis.
Severe alcoholic hepatitis as precipitant for organ failure and ACLF
Trebicka, Jonel , Arroyo, Vicente , Shah, Vijay H. , Moreau, Richard , Moreau, Richard , Trebicka, Jonel , Louvet, Alexandre , Jalan, Rajiv

Zeitschrift für Gastroenterologie | January 18, 2022 | Volume: 60 | Issue: 01 | Pages: 67-76

10.1055/a-1713-3796 Get It

Abstract Alcoholic hepatitis is the acute deterioration of alcoholic liver disease with rapid onset or worsening of jaundice, which in severe cases, may transition to acute-on-chronic liver failure with extremely high short-term mortality, increasing with the number and severity of hepatic and extra-hepatic organ dysfunction. Diagnosis and treatment are insufficient and challenging, especially due to the complex, multi-factorial and as yet not fully understood pathogenesis. While current management is limited to steroids and best supportive care, debate is ongoing concerning liver transplantation for selected patients, and several novel approaches are under way with mixed results. These drawbacks in disease management together with increasing prevalence in Germany, and generally in Western countries, constitute an unmet need for the healthcare systems. This review tries to summarize the current status of these aspects and provides an overview for pathogenesis, management and potential future treatments.
Development of the AI-Cirrhosis-ECG Score: An Electrocardiogram-Based Deep Learning Model in Cirrhosis
Ahn, Joseph , Buryska, Seth , Kamath, Patrick S. , Friedman, Paul A. , Shah, Vijay H. , Simonetto, Douglas A. , Ahn, Joseph C , Rattan, Puru , Simonetto, Douglas A , Attia, Zachi I. , Mullan, Aidan F. , Allen, Alina M. , Noseworthy, Peter A.

American Journal of Gastroenterology | January 14, 2022 | Volume: 117 | Issue: 3 | Pages: 424-432

10.14309/ajg.0000000000001617 Get It

INTRODUCTION: Cirrhosis is associated with cardiac dysfunction and distinct electrocardiogram (ECG) abnormalities. This study aimed to develop a proof-of-concept deep learning-based artificial intelligence (AI) model that could detect cirrhosis-related signals on ECG and generate an AI-Cirrhosis-ECG (ACE) score that would correlate with disease severity. METHODS: A review of Mayo Clinic's electronic health records identified 5,212 patients with advanced cirrhosis ≥18 years who underwent liver transplantation at the 3 Mayo Clinic transplant centers between 1988 and 2019. The patients were matched by age and sex in a 1:4 ratio to controls without liver disease and then divided into training, validation, and test sets using a 70%-10%-20% split. The primary outcome was the performance of the model in distinguishing patients with cirrhosis from controls using their ECGs. In addition, the association between the ACE score and the severity of patients' liver disease was assessed. RESULTS: The model's area under the curve in the test set was 0.908 with 84.9% sensitivity and 83.2% specificity, and this performance remained consistent after additional matching for medical comorbidities. Significant elevations in the ACE scores were seen with increasing model for end-stage liver disease-sodium score. Longitudinal trends in the ACE scores before and after liver transplantation mirrored the progression and resolution of liver disease. DISCUSSION: The ACE score, a deep learning model, can accurately discriminate ECGs from patients with and without cirrhosis. This novel relationship between AI-enabled ECG analysis and cirrhosis holds promise as the basis for future low-cost tools and applications in the care of patients with liver disease.
The digital transformation of hepatology: The patient is logged in
Wu, Tiffany , Simonetto, Douglas A. , Shah, Vijay H. , Halamka, John D, Shah, Vijay H , Simonetto, Douglas A , Wu, Tiffany , Halamka, John

Hepatology | January 13, 2022 | Volume: 75 | Issue: 3 | Pages: 724-739

10.1002/hep.32329 Get It

Abstract The rise in innovative digital health technologies has led a paradigm shift in health care toward personalized, patient‐centric medicine that is reaching beyond traditional brick‐and‐mortar facilities into patients’ homes and everyday lives. Digital solutions can monitor and detect early changes in physiological data, predict disease progression and health‐related outcomes based on individual risk factors, and manage disease intervention with a range of accessible telemedicine and mobile health options. In this review, we discuss the unique transformation underway in the care of patients with liver disease, specifically examining the digital transformation of diagnostics, prediction and clinical decision‐making, and management. Additionally, we discuss the general considerations needed to confirm validity and oversight of new technologies, usability and acceptability of digital solutions, and equity and inclusivity of vulnerable populations.
A Structure-based Design Approach for Generating High Affinity BRD4 D1-Selective Chemical Probes
Cui, Huarui , Divakaran, Anand , Hoell, Zachariah J. , Ellingson, Mikael O., Scholtz, Cole R. , Zahid, Huda , Johnson, Jorden A., Griffith, Elizabeth C., Gee, Clifford T. , Lee, Amani L. , Khanal, Shalil , Shi, Ke , Aihara, Hideki , Shah, Vijay H. , Lee, Richard , Lee, Richard E , Harki, Daniel A , Pomerantz, William C K , Harki, Daniel A. , Pomerantz, William C. K. , Lee, Amani

Journal of Medicinal Chemistry | January 10, 2022 | Volume: 65 | Issue: 3 | Pages: 2342-2360

10.1021/acs.jmedchem.1c01779 Get It

Clinical, histological and molecular profiling of different stages of alcohol-related liver disease
Ventura‐Cots, Meritxell , Argemí, Josepmaria , Jones, Patricia D. , Lackner, Carolin , Hag, Mohamed El , Abraldeṣ, Juan G. , Alvarado, Edilmar, Clemente, Ana , Ravi, Samhita , Altamirano, José , Barace, Sergio , Caballería, Juan , Carvalhana, Sofia , Cortez‐Pinto, Helena , Costa, Adília, Degré, Delphine, Fernández‐Carrillo, Carlos , García–Tsao, Guadalupe , Koskinas, John , Lanthier, Nicolas , Lozano, Juan José , Lucey, Michael R. , Masson, Steven , Mathurin, Philippe, Miquel, Rosa , Moreno, Christophe , Mounajjed, Taofic, Sancho‐Bru, Pau , Sands, R. Warren , Szafranska, Justyna , Verset, Laurine , Schnabl, Bern, Shah, Vijay H. , Shawcross, Debbie L. , Verna, Elizabeth C. , Vargas, Vı́ctor , Woosley, John T. , Mueller, Sebastian , Stärkel, Peter , Mathurin, Philippe , Alboraie, Mohamed , Bosques, Francisco , Lanthier, Nicolas , Louvet, Alexandre , Masson, Steven , Mathurin, Philippe , Sancho-Bru, Pau , Shah, Vijay, Shawcross, Debbie Lindsay , Bataller, Ramon A , Cortez-Pinto, Helena , Vargas, Victor , Ventura Cots, Meritxell , Abraldes, Juan G , Alves, António , Brown, Robert S. , Cabezas, Joaquín , Ganne‐Carrié, Nathalie , Genescà, Joan , Louvet, Alexandre , Méndez‐Sánchez, Nahúm , Òdena, Gemma , Kim, Won Kyum , Schnabl, Bernd , Sempoux, Christine , Stauber, Rudolf E , Straub, Beate Katharina , Tiniakos, Dina , Trépo, Eric , Villanueva, Càndid , Ziol, Marianne

Gut | January 6, 2022 | Volume: 71 | Issue: 9 | Pages: 1856-1866

10.1136/gutjnl-2021-324295 Get It

Objective Alcohol-related liver disease (ALD) ranges from never-decompensated ALD (ndALD) to the life-threatening decompensated phenotype, known as alcohol-related hepatitis (AH). A multidimensional study of the clinical, histological and molecular features of these subtypes is lacking. Design Two large cohorts of patients were recruited in an international, observational multicentre study: a retrospective cohort of patients with ndALD (n=110) and a prospective cohort of patients with AH (n=225). Clinical, analytical, immunohistochemistry and hepatic RNA microarray analysis of both disease phenotypes were performed. Results Age and mean alcohol intake were similar in both groups. AH patients had greater aspartate amino transferase/alanine amino transferase ratio and lower gamma-glutamyl transferase levels than in ndALD patients. Patients with AH demonstrated profound liver failure and increased mortality. One-year mortality was 10% in ndALD and 50% in AH. Histologically, steatosis grade, ballooning and pericellular fibrosis were similar in both groups, while advanced fibrosis, Mallory-Denk bodies, bilirubinostasis, severe neutrophil infiltration and ductular reaction were more frequent among AH patients. Transcriptome analysis revealed a profound gene dysregulation within both phenotypes when compare to controls. While ndALD was characterised by deregulated expression of genes involved in matrisome and immune response, the development of AH resulted in a marked deregulation of genes involved in hepatocyte reprogramming and bile acid metabolism. Conclusions Despite comparable alcohol intake, AH patients presented with worse liver function compared with ndALD patients. Bilirubinostasis, severe fibrosis and ductular reaction were prominent features of AH. AH patients exhibited a more profound deregulation of gene expression compared with ndALD patients.
Development of Alcohol‐Associated Hepatitis Is Associated With Specific Changes in Gut‐Modified Bile Acids
Smirnova, Ekaterina , Puri, Puneet , Chalasani, Naga , Shah, Vijay H. , Taylor, Stephanie , Mirshahi, Faridoddin , Muthiah, Mark D , Smirnova, Ekaterina , Chalasani, Naga , Kiani, Calvin , Sanyal, Arun J.

Hepatology Communications | January 5, 2022 | Volume: 6 | Issue: 5 | Pages: 1073-1089

10.1002/hep4.1885 Get It

The perturbations in bile acids (BAs) in alcohol‐associated hepatitis (AH) and its relationship to disease severity is not well defined. The aims of this study were to define (1) the effects of heavy alcohol consumption on BAs and related microbiome, (2) the additional changes with AH, and (3) the relationship of these changes to disease severity. In this multicenter study, plasma and fecal BAs and related microbiome were interrogated in healthy individuals, heavy drinking controls (HDCs) without overt liver disease, and AH. Compared to healthy controls, HDCs had increased glycine‐conjugated 7α and 27α primary BAs and increased secondary BA glycocholenic sulfate (multiple‐comparison adjusted P < 0.05 for all). Plasma‐conjugated cholic and chenodeoxycholic acid increased in AH along with the secondary BAs ursodeoxycholic and lithocholic acid (P < 0.001 for all), whereas deoxycholic acid decreased; however fecal concentrations of both deoxycholic acid and lithocholic acid were decreased. Glycocholenic acid further increased significantly from HDCs to AH. HDCs and AH had distinct plasma and fecal BA profiles (area under the curve, 0.99 and 0.93, respectively). Plasma taurochenodeoxycholic acid and tauroursodeoxycholic acid were directly related to disease severity, whereas fecal ursodeoxycholic acid was inversely related. The fecal abundance of multiple taxa involved in formation of secondary BAs, especially deoxycholic acid (Clostridium cluster XIVa) was decreased in AH. Multiple genera containing taxa expressing 3α, 3β, 7α, and 7β epimerases were decreased with concordant changes in fecal BAs that required these functions for formation. Conclusion: There are distinct changes in BA‐transforming microbiota and corresponding BAs in AH that are related to disease severity.
The MELD Score Is Superior to the Maddrey Discriminant Function Score to Predict Short-Term Mortality in Alcohol-Associated Hepatitis: A Global Study
Morales‐Arráez, Dalia , Ventura‐Cots, Meritxell , Altamirano, José , Abraldeṣ, Juan G. , Cruz‐Lemini, M. , Thursz, Mark , Chavez-Araujo, Roberta, Tijera, Fatima Higuera‐de la , Shah, Vijay H. , Kamath, Patrick S. , Duarte‐Rojo, Andrés , Charles, Emmanuelle, Vargas, Vı́ctor , Jäger, Marion , Rautou, Pierre‐Emmanuel , Zamarripa, Felipe , Restrepo-Gutiérrez, J.C., Torre, Aldo , Lucey, Michael R. , Mathurin, P., García–Tsao, Guadalupe , Verna, Elizabeth C. , Argemí, Josepmaria , Fernández‐Carrillo, Carlos , Clemente, Ana , Alvarado‐Tápias, Edilmar , Forrest, Ewan , Mathurin, Philippe , Duarte-Rojo, Andres , Vargas, Victor , Ventura Cots, Meritxell , Abraldes, Juan G , Rautou, Pierre-Emmanuel , Atkinson, Stephen R. , Sarin, Shiv Kumar , Kim, Won Kyum , Singal, Ashwani K. , Rincón, Diego , Arab, Juan Pablo , Louvet, Alexandre , González, José Alberto , Brown, Robert S. , Allison, Michael , Bataller, Ramon A

American Journal of Gastroenterology | December 28, 2021 | Volume: 117 | Issue: 2 | Pages: 301-310

10.14309/ajg.0000000000001596 Get It

INTRODUCTION: Several scoring systems predict mortality in alcohol-associated hepatitis (AH), including the Maddrey discriminant function (mDF) and model for end-stage liver disease (MELD) score developed in the United States, Glasgow alcoholic hepatitis score in the United Kingdom, and age, bilirubin, international normalized ratio, and creatinine score in Spain. To date, no global studies have examined the utility of these scores, nor has the MELD-sodium been evaluated for outcome prediction in AH. In this study, we assessed the accuracy of different scores to predict short-term mortality in AH and investigated additional factors to improve mortality prediction. METHODS: Patients admitted to hospital with a definite or probable AH were recruited by 85 tertiary centers in 11 countries and across 3 continents. Baseline demographic and laboratory variables were obtained. The primary outcome was all-cause mortality at 28 and 90 days. RESULTS: In total, 3,101 patients were eligible for inclusion. After exclusions (n = 520), 2,581 patients were enrolled (74.4% male, median age 48 years, interquartile range 40.9–55.0 years). The median MELD score was 23.5 (interquartile range 20.5–27.8). Mortality at 28 and 90 days was 20% and 30.9%, respectively. The area under the receiver operating characteristic curve for 28-day mortality ranged from 0.776 for MELD-sodium to 0.701 for mDF, and for 90-day mortality, it ranged from 0.773 for MELD to 0.709 for mDF. The area under the receiver operating characteristic curve for mDF to predict death was significantly lower than all other scores. Age added to MELD obtained only a small improvement of AUC. DISCUSSION: These results suggest that the mDF score should no longer be used to assess AH's prognosis. The MELD score has the best performance in predicting short-term mortality.