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Maiwall, Rakhi

https://orcid.org/0000-0003-0110-5982

Mayo Clinic

Institute of Liver and Biliary Sciences

Citations 10

Global multicenter validation of noninvasive fibrosis assessment pathways in MetALD and ALD
Gu, Hyundam , Diaz, Luis Antonio, Baeza, Natalia, Idalsoaga, Francisco, Zheng, Ming‐Hua , Maiwall, Rakhi , Sarin, Shiv K., Kulkarni, Anand V., Ramyasri, Ramagundam, Tijera, Fátima Higuera de La, Pinto, Helena , Carvalhana, Sofia, Fernandes, Rita , Khan, Mohammad Qasim , Alazawi, William, Li, Wenhao, Temperley, Laura , Marti-Aguado, David, Gratacós-Ginès, Jordi, Montes, Pedro, Yip, Terry Cheuk‐Fung , Wong, Vincent Wai-Sun, Villela-Nogueira, Cristiane, Leite, Nathalie, Salles, Gil F. , Cardoso, Claudia Regina Lopes, Contreras, Daniza, Galimberti, Alceo, Bessone, Fernando, Valentin-Cortez, Francisco J , Mijangos-Trejo, Alejandra, Chavéz-Tapia, N, Simian, Daniela , Gil, Pamela, Mattos, Ângelo, Acuña, Johana , Araujo, Roberta Chaves, Ferraz, Igor Lima, Marrugo, Katherine, Torres, A , Torres, Juan Diego , Valdes, V., Córdova, Jacqueline, Mendizabal, Manual, Couto, Cláudia Alves , Cotter, Thomas G., Anouti, Ahmad , Rady, Elias D. , Patel, Sheel , Singal, Ashwani K., Parker, Richard, Ibrahim, Mohamad Ali , Jalal, Prasun K., Noureddin, Mazen, Alkhouri, Naim , Kamath, Patrick S. , Sanyal, Arun, Sterling, Richard K., Ajmera, Veeral, Loomba, Rohit, Arrese, Marco, Bataller, Ramón , Arab, Juan Pablo, Jalal, Prasun K , Cuyas, Berta , Cheuk-Fung Yip, Terry , Zheng, Ming-Hua , Díaz, Luis Antonio , Baeza, Natalia , Idalsoaga, Francisco , Zhou, Xiao-Dong , Sarin, Shiv Kumar , Kulkarni, Anand V., Ramyasri, Ramagundam, Carvalhana, Sofia , Alazawi, William , Li, Wenhao , Aguado, David Martí , Gratacós‐Ginès, Jordi , Pose, Elisa , Poca, María , Cuyàs, Berta , Barreyro, Fernando Javier , Ayares, Gustavo , Wong, Vincent Wai‐Sun , Wong, Grace Lai‐Hung , Lai, Jimmy Che‐To , Cardoso, Claudia R.L. , Velasco, J.A. Velarde-Ruiz , Galimberti, Alceo, Bessone, Fernando , Chávez-Tapia, Norberto Carlos , Ridruejo, Ezequiel , Peralta, Mirta , Roblero, Juan Pablo , El‐Kassas, Mohamed , Araújo, Roberta Chaves , Marrugo, Katherine , Mendizabal, Manuel , Cançado, Guilherme Grossi Lopes , Cotter, T G , Dahshi, Hamza , Singal, Ashwani K. , Pekarska, Katrīna , Jalal, Prasun K. , Castro-Narro, Graciela E , Noureddin, Mazen , Dunn, Winston , Sanyal, Arun J. , Sterling, Richard K. , Ajmera, Veeral , Loomba, Rohit , Arrese, Marco , Arab, Juan Pablo

Hepatology Communications | July 28, 2026 | Volume: 10 | Issue: 8 | Pages: No page available

10.1097/hc9.0000000000001020 Get It

Background: Noninvasive tests are well validated in metabolic dysfunction–associated steatotic liver disease, but evidence in metabolic dysfunction and alcohol-associated liver disease (MetALD) and alcohol-associated liver disease (ALD) is limited. We evaluated noninvasive test–based clinical care pathways for fibrosis risk stratification in MetALD and ALD. Methods: This is a multinational, multicenter, cross-sectional study across 35 centers in 16 countries (2013–2025), including adults with MetALD or ALD. Fibrosis was assessed by liver biopsy and/or vibration-controlled transient elastography (VCTE). In biopsy-proven participants, we analyzed the sequential pathway (Fibrosis-4 [FIB-4] first, followed by VCTE for indeterminate FIB-4) to identify advanced fibrosis (≥F3). Diagnostic accuracy was assessed using the AUC. Results: Among 893 participants (41.3% MetALD and 58.7% ALD), the median age was 52 [43.0–61.0] years, and 79.4% were male. The estimated prevalence of advanced fibrosis was 45% (32.2% in MetALD and 54.0% in ALD). Participants with MetALD had a more dysmetabolic profile but lower fibrosis stages than ALD. Among biopsy-proven participants, FIB-4 AUC was 0.720, and VCTE AUC was 0.833. FIB-4 performed better in MetALD than ALD (AUC 0.773 vs. 0.540), while VCTE accuracy was similar across groups. In the sequential pathways, the false-negative rate for advanced fibrosis (misclassified as low risk) was 6.8% (4.9% MetALD and 11.3% ALD). Conclusions: In biopsy-proven patients, FIB-4 performance was acceptable in MetALD but substantially weaker in ALD. The standard 2-step pathway performed adequately in MetALD but missed a clinically meaningful proportion of advanced fibrosis in ALD.
Exploring the interaction between metabolic dysfunction and alcohol-associated hepatitis: A global study
Cari, Vania , Pérez, María Ignacia , Tellez, Ignacio , Idalsoaga, Francisco, Valsan, Arun , Nair, Gowripriya , Soni, Kriti , Rhoads, S. Fisher , Arnold, Jorge , Ayala-Valverde, Maria, Ramirez-Cadiz, Carolina, Jalal, Prasun K., Ibrahim, Mohamad Ali , Elfeki, Mohamed A., Simian, Daniela , Córdova, Jacqueline, Higuera‐de‐la‐Tijera, Fátima , Silva, Rita, Rocha, Cristina Melo , Araujo, Roberta C., Fontani, Guilherme Massote, Pereira, Gustavo Henrique, Bessone, Fernando, Tanno, Mario, Kisch, Ayelen, Mendizabal, Manual, Marciano, Sebastian, Gomez-Perdiguero, Gonzalo, Montes, Pedro, Salazar, Patricia Guerra, Ramos, Geraldine, Chacko, Kristina R., Skladaný, Lubomir, Maiwall, Rakhi, SIMONETTO, DOUGLAS, Sanyal, A, Shah, Vijay H. , Singal, Ashwani K., Dunn, Winston, Kamath, Patrick S., Loomba, R, Arrese, Marco, Bataller, Ramon, Diaz, Luis Antonio, Arab, Juan Pablo, Elfeki, Mohamed A. , Perez, María I , Idalsoaga, Francisco , Ayala-Valverde, María , Ramirez-Cadiz, Carolina , Jalal, Prasun K , Ibrahim, Mohamad A , Elfeki, Mohamed A , Roblero, Juan P , Simian, Daniela , Velarde-Ruiz Velasco, José Antonio , Cordova-Gallardo, Jacqueline , Higuera-De La Tijera, Fatima , Silva, Rita , Fontani, Guilherme M , Bessone, Fernando , Mendizabal, Manuel , Marciano, Sebastián , Gomez-Perdiguero, Gonzalo , Montes, Pedro , Guerra Salazar, Patricia , Chacko, Kristina R , Simonetto, Douglas A , Sanyal, A J , Singal, Ashwani K , Dunn, Winston , Kamath, Patrick S , Loomba, Rohit , Bataller, Ramon A , Díaz, Luis A , Gormaz, Vania Cari, Téllez, Ignacio García, Idalsoaga, Francisco , Rhoads, Fisher, Ayala-Valverde, María , Jalal, Prasun K. , Roblero, Juan Pablo , Velasco, J.A. Velarde-Ruiz , Araújo, Roberta Chaves , Massote, Guilherme Fontanini, Pereira, Gustavo , Chacko, Kristina R. , Maiwall, Rakhi , Simonetto, Douglas A. , Sanyal, Arun J. , Singal, Ashwani K. , Dunn, Winston , Kamath, Patrick S. , Loomba, Rohit , Arrese, Marco , Díaz, Luis Antonio , Arab, Juan Pablo

Hepatology | May 6, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1097/hep.0000000000001780 Get It

Introduction: Although the role of cardiometabolic risk factors (CMRF) has been characterized in steatotic liver disease, their role in the severity of alcohol-associated hepatitis (AH) remains unclear. We aimed to evaluate the impact of CMRF on mortality. Methods: Multinational prospective cohort study (2015–2024) including hospitalized patients with severe AH across 32 centers in 14 countries. Diagnosis of AH was made using the NIAAA criteria. Analyses included adjusted competing-risk models by age, sex, ethnicity, history of cirrhosis, CMRF, corticosteroid use, MELD, and ACLF grade, with liver transplantation as a competing risk. Results: 936 participants were included; mean age 48±11.2 years, and 88.9% were male. At least one CMRF was present in 46.6%; median body mass index (BMI) was 24.2 kg/m 2 [IQR: 22.8–28.2], prevalence of diabetes 17.6%, hypertension 16.5%, and dyslipidemia 5.8%. Median MELD was 24.4 [19.3–31.4], 86.7% had severe AH, and 180-day survival was 72.9%. Survival did not differ by CMRF status (log-rank p =0.453). In adjusted competing-risk models, higher age (sHR 1.02; 95%CI:1.01–1.04), greater alcohol intake (per g/day; sHR 1.001; 95%CI:1.000–1.002), MELD (sHR 1.04; 95%CI:1.01–1.06), and ACLF grade 2–3 (sHR 2.34 and 4.34) predicted mortality. However, no individual CMRF independently increased mortality. A prespecified non-linear BMI analysis showed modestly lower mortality between 25–40 kg/m², with a higher risk above 40 kg/m². Conclusion: Among patients with severe AH, metabolic dysfunction was not associated with increased mortality. Although a higher BMI was associated with slightly lower mortality in AH, this may reflect better nutritional status rather than a true protective effect.
Model for End-Stage Liver Disease-Lactate and Lactate Clearance in Critically Ill Cirrhosis Patients With Sepsis
Shabbir, Rehma , Garrido-Trevino, Luis , O’Leary, Jacqueline G., Chaudhary, Ashok , Maiwall, Rakhi, Arora, Vinod, Tevethia, Harshvardhan V. , Sarin, Shiv K., Hall, Lauren, Ogola, Gerald O., Kamath, Patrick S., Choudhury, Ashok , O'Leary, Jacqueline G , Maiwall, Rakhi , Sarin, Shiv Kumar , Kamath, Patrick S , O’Leary, Jacqueline G. , Maiwall, Rakhi , Arora, Vinod, Ogola, Gerald , Kamath, Patrick S. , Asrani, Sumeet K.

American Journal of Gastroenterology | January 27, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.14309/ajg.0000000000003934 Get It

INTRODUCTION: A Model for End-Stage Liver Disease-lactate (MELD-LA) score is an independent predictor of inpatient mortality and organ failure validated in more than 8,600 patients across diverse settings. However, its utility in sepsis, particularly when combined with lactate clearance (LA clearance), has not been fully evaluated. In this study, we examined the dynamic role of MELD-LA with 24-hour LA clearance as a predictor of 30-day mortality in critically ill patients with cirrhosis and sepsis. METHODS: We analyzed cirrhosis patients with sepsis admitted to the intensive care unit (ICU) in a large US healthcare system (20 hospitals) from 2014 to 2022, examining MELD-LA and LA clearance within 24 hours as predictors of 30-day mortality. We externally validated our findings in the Asian Pacific Association for the Study of the Liver-acute-on-chronic liver failure Research Consortium, a multinational Asian cohort (31 centers) from 2009 to 2019. RESULTS: A total of 3,879 cirrhosis patients with sepsis were admitted to the ICU (43.2% female, 20.5% Hispanic, 12.4% on dialysis; mean initial LA 4.5 mmol/L, MELD 20.8, MELD-LA 17.6). Survivors showed a median lactate change of −1.04 (35% clearance) compared with −0.4 (12%) for nonsurvivors. LA clearance within 24 hours was influenced by the presenting MELD-LA. In the North American cohort, ≥35% LA clearance was associated with improved 30-day survival (odds ratio 0.41, 95% CI 0.31–0.53; P < 0.001). Similarly, in the Asian Pacific Association for the Study of the Liver cohort (n = 1,259), ≥35% clearance was linked to a 60% reduction in mortality (odds ratio 0.42, 95% CI 0.28–0.62; P < 0.001). When stratified by LA clearance, patients with LA clearance of ≥35% had a higher percentage of early administration of resuscitative measures than those with LA clearance of < 10% especially regarding early antibiotic administration (82.5% vs 67.6%; P value <0.001). DISCUSSION: Early reduction in initial LA by one-third predicts 30-day mortality and may indicate treatment response in cirrhosis patients with sepsis in the ICU. Combining MELD-LA and LA clearance early enables better risk stratification and informs management.
Pentoxifylline use in alcohol-associated hepatitis with acute kidney injury does not improve survival: a global study
Idalsoaga, Francisco , Caldentey, Vicente, Arnold, Jorge , Maiwall, Rakhi , Qian, Steve , Elfeki, Mohamed A. , Khan, Mohammad Qasim, Mortuza, Rokhsana , Malhi, Gurpreet, Islam, Alvi H. , Ramírez, Carolina , Echavarria, Victor, Poca, María , Cuyàs, Berta , Ventura‐Cots, Meritxell , Tijera, María Fátima Higuera-De La, Al‐Karaghouli, Mustafa , Havaj, Daniel Ján , Shah, Vijay H. , Kamath, Patrick S. , SIMONETTO, DOUGLAS, Havaj, Daniel J , Shah, Vijay, Arab, Juan P , Poca, Maria , Ventura Cots, Meritxell , Elfeki, Mohamed A , Cuyas, Berta , Díaz, Luis Antonio , Dunn, Winston , Mehta, Heer, Ayares, Gustavo , Sarin, Shiv Kumar , Zhang, Wei , Simonetto, Douglas A. , Singal, Ashwani K. , Khan, Mohammad Qasim, Guizzetti, Leonardo , Cabezas, Joaquín , Echavarria, Victor, Soriano, German , Abraldeṣ, Juan G. , Skladaný, Lubomir , Rincón, Diego , Arrese, Marco , Bataller, Ramon A , Arab, Juan Pablo

eGastroenterology | April 20, 2025 | Volume: 3 | Issue: 2 | Pages: e100179

10.1136/egastro-2024-100179 Get It

Background Severe alcohol-associated hepatitis (sAH) is a life-threatening condition with high mortality, where corticosteroid use is the only treatment that has shown short-term benefits. Pentoxifylline, an anti-tumour necrosis factor-alpha agent, has been proposed for its potential to improve outcomes, especially in patients with acute kidney injury (AKI). We aimed to evaluate the impact of pentoxifylline on mortality in patients with sAH and AKI in a well-characterised global cohort. Methods We conducted a retrospective, registry-based study including patients meeting the National Institute on Alcohol Abuse and Alcoholism clinical criteria for sAH and AKI. Mortality was the primary endpoint, with liver transplantation as a competing risk. Statistical analysis included Cox regression and Kaplan-Meier survival estimates. Results We included 525 patients from 20 centres across eight countries. The median age was 48 years, with 26.1% females, and 76.9% had a history of cirrhosis. Multivariable Cox regression models showed that pentoxifylline use was not associated with survival (HR 1.20, 95% CI 0.85 to 1.69, p=0.291). Factors associated with mortality included age (HR 1.23, 95% CI 1.10 to 1.36, p<0.001), Model for End-Stage Liver Disease score at admission (HR 1.06, 95% CI 1.04 to 1.08, p<0.001) and renal replacement therapy use (HR 1.39, 95% CI 1.05 to 1.84, p=0.019). The main causes of death were multiple organ failure (42%), infections (10%), oesophageal varices bleeding (7%) and renal failure (6%). Conclusion Pentoxifylline showed no significant benefit on mortality in patients with sAH and AKI. Further studies are needed to refine treatment strategies for this high-risk group.
Moderate alcohol-associated hepatitis: A real-world multicenter study
Idalsoaga, Francisco , Díaz, Luis Antonio , Dunn, Winston , Muñoz, Karen E., Caldentey, Vicente, Arnold, Jorge , Ayares, Gustavo , Mortuza, Rokhsana , Maiwall, Rakhi , Qian, Steve , Elfeki, Mohamed A. , Ramírez, Carolina , Malhi, Gurpreet, Ahmed, Adan, Homsi, Hoomam , Abid, Zinia, Echavarría, Victor, Poca, María , Cuyàs, Berta , Ventura‐Cots, Meritxell , Higuera‐de‐la‐Tijera, Fátima , Ayala-Valverde, María , Pérez, Diego , Gómez, Jaime , Abraldes, Juan, Al‐Karaghouli, Mustafa , Jalal, Prasun K. , Ibrahim, Mohamad Ali , García–Tsao, Guadalupe , Havaj, Daniel Ján , Sulejova, Karolina, Chacko, Kristina R. , Yaquich, Pamela, Toro, Luis, Shah, Vijay H. , Kamath, Patrick S. , Mehta, Heer , Arnold, Jorge , Ayares, Gustavo , Mortuza, Rokhsana , Sarin, Shiv Kumar , Maiwall, Rakhi , Qian, Steve , Simonetto, Douglas A , Singal, Ashwani K , Ramirez-Cadiz, Carolina , Poca, Maria , Soriano, German , Cuyas, Berta , Ventura Cots, Meritxell , Higuera-De La Tijera, Fatima , Ayala-Valverde, María , Jalal, Prasun K , Skladaný, Lubomir , Havaj, Daniel J , Chacko, Kristina R , Restrepo, Juan C , Shah, Vijay, Arrese, Marco , Kamath, Patrick S , Bataller, Ramon A , Díaz, Luis A , Elfeki, Mohamed A , Dunn, Winston , Echavaría, Victor , Muñoz, Karen, Zhang, Wei , Simonetto, Douglas A. , Singal, Ashwani K. , Ahmed, Adan, Abid, Zinia, Cabezas, Joaquín , Abraldeṣ, Juan G. , Goyes, Daniela , Selčanová, Světlana Adamcová , Rincón, Diego , Arrese, Marco , Arab, Juan Pablo

Hepatology Communications | March 28, 2025 | Volume: 9 | Issue: 4 | Pages: No page available

10.1097/hc9.0000000000000673 Get It

Background: Severe alcohol-associated hepatitis (sAH) is a well-characterized disease with high short-term mortality. However, there is limited research on those with a “less severe condition” (moderate AH). This study aims to characterize in-depth patients with moderate AH (mAH), including the performance of mortality scoring systems, key prognostic factors, and survival over time. Methods: A multicenter retrospective cohort study (2009–2019) included patients with mAH (MELD score ≤20 at admission). Cox regression and receiver operating characteristic curves with AUC were used for analysis. Results: We included 1845 patients with AH (20 centers, 8 countries) between 2009 and 2019. mAH was defined as a MELD score ≤20 at admission. Twenty-four percent met the criteria for an mAH episode. Patients with mAH tend to be older and have a higher proportion of females, with a median MELD of 17 (15–19), Maddrey discriminant function (mDF) of 33 (22–40), the trajectory of serum bilirubin of 0.83 (0.60–1.21), and neutrophil-to-lymphocyte ratio (NLR) of 5 (2.96–8.60). The primary causes of death in mAH included multiple organ failure (34.1%) and infections (16.6%). The cumulative survival rates at 30, 90, and 180 days were 94.3%, 90.4%, and 88.2%, respectively. In multivariable analysis, age was the only significant predictor of 30-day mortality (HR 1.49, 95% CI: 1.27–1.76, p <0.001). Mortality prediction models showed poor performance, with AUC for MELD (0.671), mDF (0.726), trajectory of serum bilirubin (0.733), and NLR (0.697). Conclusions: Patients with moderate AH exhibited a mortality of 11.8% at 6 months, primarily driven by multiple organ failure and infections. These patients also exhibit a different clinical profile compared to those with sAH. Tailored models and therapeutic strategies are needed to improve long-term outcomes in mAH.
Comparison Between Dynamic Models for Predicting Response to Corticosteroids in Alcohol‐Associated Hepatitis: A Global Cohort Study
Idalsoaga, Francisco , Díaz, Luis Antonio , Guizzetti, Leonardo , Dunn, Winston , Arnold, Jorge , Ayares, Gustavo , Mortuza, Rokhsana , Mahli, Gurpreet, Islam, Alvi H. , Maiwall, Rakhi , Qian, Steve , Elfeki, Mohamed A. , Ramírez, Carolina , Higuera‐de‐la‐Tijera, Fátima , Al‐Karaghouli, Mustafa , Jalal, Prasun K. , Ibrahim, Mohamad Ali , García‐Tsao, Guadalupe , Havaj, Daniel Ján , Sulejova, Karolina, Shah, Vijay H. , Kamath, Patrick S. , Mehta, Heer , Arnold, Jorge , Ayares, Gustavo , Mortuza, Rokhsana , Sarin, Shiv Kumar , Maiwall, Rakhi , Qian, Steve , Simonetto, Douglas A , Singal, Ashwani K , Elfeki, Mohamed A , Ramirez-Cadiz, Carolina , Cabezas, Joaquín , Ventura Cots, Meritxell , Higuera-De La Tijera, Fatima , Abraldes, Juan G , Jalal, Prasun K , García-Tsao, Guadalupe , Skladaný, Lubomir , Havaj, Daniel J , Kamath, Patrick S , Arrese, Marco , Bataller, Ramon A , Arab, Juan P , Guizzetti, L , Díaz, Luis A , Dunn, Winston , Echavaría, Victor , Zhang, Wei , Simonetto, Douglas A. , Singal, Ashwani K. , Cabezas, Joaquín , Ventura‐Cots, Meritxell , Abraldeṣ, Juan G. , García–Tsao, Guadalupe , Goyes, Daniela , Selčanová, Světlana Adamcová , Rincón, Diego , Arrese, Marco , Arab, Juan Pablo

Alimentary Pharmacology & Therapeutics | February 19, 2025 | Volume: 61 | Issue: 8 | Pages: 1391-1395

10.1111/apt.70024 Get It

ABSTRACTSeveral dynamic models predict mortality and corticosteroid response in alcohol‐associated hepatitis (AH), yet no consensus exists on the most effective model. This study aimed to assess predictive models for corticosteroid response and short‐term mortality in severe AH within a global cohort. We conducted a multi‐national study of patients with severe AH treated with corticosteroids for at least 7 days, enrolled between 2009 and 2019. Dynamic models—Lille‐4, Lille‐7, trajectory of serum bilirubin (TSB), and neutrophil‐to‐lymphocyte ratio (NLR)—were used to estimate 30‐ and 90‐day mortality. Lille‐7 demonstrated the highest accuracy for both 30‐ and 90‐day mortality.
An artificial intelligence-generated model predicts 90-day survival in alcohol-associated hepatitis: A global cohort study
Dunn, Winston , Li, Yanming , Singal, Ashwani K. , Díaz, Luis Antonio , Idalsoaga, Francisco , Ayares, Gustavo , Arnold, Jorge , Ayala-Valverde, María , Pérez, Diego , Gomez, Jaime, Escarate, Rodrigo , Ramírez, Carolina , Morales‐Arráez, Dalia , Qian, Steve , Ahn, Joseph , Buryska, Seth , Mehta, Heer , Dunn, Nicholas , Bumbu, Andreea , Horhat, Adelina , Attar, Bashar, Agrawal, Rohit , Echavaría, Victor , Cuyàs, Berta , Poca, María , Maiwall, Rakhi , Rao, Padaki Nagaraja , Guerra-Salazar, Patricia, Kubánek, Natália , Prado, Verónica , Clemente, Ana , Haider, Tehseen, Chacko, Kristina R. , Romero, Gustavo , Pollarsky, Florencia , Toro, Luis, Yaquich, Pamela, Garrido, María Laura , Dirchwolf, Melisa , Vargas, Vı́ctor , Jiménez, César , García–Tsao, Guadalupe , Ortiz, Guillermo, Kamath, Patrick S. , Shah, Vijay H. , Díaz, Luis A , Idalsoaga, Francisco , Ayares, Gustavo , Arnold, Jorge , Ayala-Valverde, María , Perez, Diego , Ramirez-Cadiz, Carolina , Mehta, Heer , Dunn, Nicholas , Horhat, Adelina , Agrawal, Rohit , Poca, Maria , Soriano, German , Jalal, Prasun K , Kulkarni, Anand V , Skladaný, Lubomir , Pollarsky, Florencia D , Restrepo, Juan C , Mendizabal, Manuel , Marciano, Sebastián , Dirchwolf, Melisa , Vargas, Victor , Jiménez, César , Arrese, Marco , Bataller, Ramon A , Ahn, Joseph C , Singal, Ashwani K , Cuyas, Berta , Dunn, Winston , Simonetto, Douglas A. , Fuentes–López, Eduardo , Zhang, Wei , Waleed, Muhammad Hasnain , Ştefănescu, Horia , Cabezas, Joaquín , Sarin, Shiv Kumar , Jalal, Prasun K. , Tijera, Fatima Higuera‐de la , Kulkarni, Anand V. , Rincón, Diego , Hudson, David, Ortiz, Guillermo, Abraldeṣ, Juan G. , Arrese, Marco , Arab, Juan Pablo

Hepatology | April 12, 2024 | Volume: 80 | Issue: 5 | Pages: 1196-1211

10.1097/hep.0000000000000883 Get It

Background and Aims: Alcohol-associated hepatitis (AH) poses significant short-term mortality. Existing prognostic models lack precision for 90-day mortality. Utilizing artificial intelligence in a global cohort, we sought to derive and validate an enhanced prognostic model. Approach and Results: The Global AlcHep initiative, a retrospective study across 23 centers in 12 countries, enrolled patients with AH per National Institute for Alcohol Abuse and Alcoholism criteria. Centers were partitioned into derivation (11 centers, 860 patients) and validation cohorts (12 centers, 859 patients). Focusing on 30 and 90-day postadmission mortality, 3 artificial intelligence algorithms (Random Forest, Gradient Boosting Machines, and eXtreme Gradient Boosting) informed an ensemble model, subsequently refined through Bayesian updating, integrating the derivation cohort’s average 90-day mortality with each center’s approximate mortality rate to produce posttest probabilities. The ALCoholic Hepatitis Artificial INtelligence Ensemble score integrated age, gender, cirrhosis, and 9 laboratory values, with center-specific mortality rates. Mortality was 18.7% (30 d) and 27.9% (90 d) in the derivation cohort versus 21.7% and 32.5% in the validation cohort. Validation cohort 30 and 90-day AUCs were 0.811 (0.779–0.844) and 0.799 (0.769–0.830), significantly surpassing legacy models like Maddrey’s Discriminant Function, Model for End-Stage Liver Disease variations, age-serum bilirubin-international normalized ratio-serum Creatinine score, Glasgow, and modified Glasgow Scores (p < 0.001). ALCoholic Hepatitis Artificial INtelligence Ensemble score also showcased superior calibration against MELD and its variants. Steroid use improved 30-day survival for those with an ALCoholic Hepatitis Artificial INtelligence Ensemble score > 0.20 in both derivation and validation cohorts. Conclusions: Harnessing artificial intelligence within a global consortium, we pioneered a scoring system excelling over traditional models for 30 and 90-day AH mortality predictions. Beneficial for clinical trials, steroid therapy, and transplant indications, it’s accessible at: https://aihepatology.shinyapps.io/ALCHAIN/.
Model for End‐Stage Liver Disease‐Lactate and Prediction of Inpatient Mortality in Patients With Chronic Liver Disease
Sarmast, Naveed, Ogola, Gerald , Kouznetsova, Maria, Leise, Michael D. , Bahirwani, Ranjeeta , Maiwall, Rakhi , Tapper, Elliot B. , Trotter, James F. , Bajaj, Jasmohan S. , Reddy, K. Rajender , O’Leary, Jacqueline G. , Masica, Andrew L. , Modrykamien, Ariel, Kamath, Patrick S. , Wong, Florence , Rajender Reddy, K , Asrani, Sumeet K , Thacker, Leroy R. , Tandon, Puneeta , Wong, Florence , Asrani, Sumeet K.

Hepatology | February 21, 2020 | Volume: 72 | Issue: 5 | Pages: 1747-1757

10.1002/hep.31199 Get It

Background and Aims Compared to other chronic diseases, patients with chronic liver disease (CLD) have significantly higher inpatient mortality; accurate models to predict inpatient mortality are lacking. Serum lactate (LA) may be elevated in patients with CLD due to both tissue hypoperfusion as well as decreased LA clearance. We hypothesized that a parsimonious model consisting of Model for End‐Stage Liver Disease (MELD) and LA at admission may predict inpatient mortality in patients with CLD. Approach and Results We examined all patients with CLD in two large and diverse health care systems in Texas (North Texas [NTX] and Central Texas [CTX]) between 2010 and 2015. We developed (n = 3,588) and validated (n = 1,804) a model containing MELD and LA measured at the time of hospitalization. We further validated the model in a second cohort of 14 tertiary care hepatology centers that prospectively enrolled nonelective hospitalized patients with cirrhosis (n = 726). MELD‐LA was an excellent predictor of inpatient mortality in development (concordance statistic [C‐statistic] = 0.81, 95% confidence interval [CI] 0.79‐0.82) and both validation cohorts (CTX cohort, C‐statistic = 0.85, 95% CI 0.78‐0.87; multicenter cohort C‐statistic = 0.82, 95% CI 0.74‐0.88). MELD‐LA performed especially well in patients with specific cirrhosis diagnoses (C‐statistic = 0.84, 95% CI 0.81‐0.86) or sepsis (C‐statistic = 0.80, 95% CI 0.78‐0.82). For MELD score 25, inpatient mortality rates were 11.2% (LA = 1 mmol/L), 19.4% (LA = 3 mmol/L), 34.3% (LA = 5 mmol/L), and >50% (LA > 8 mmol/L). A linear increase (P < 0.01) was seen in MELD‐LA and increasing number of organ failures. Overall, use of MELD‐LA improved the risk prediction in 23.5% of patients compared to MELD alone. Conclusions MELD‐LA (bswh.md/meldla) is an early and objective predictor of inpatient mortality and may serve as a model for risk assessment and guide therapeutic options.
A Validated Score Predicts Acute Kidney Injury and Survival in Patients With Alcoholic Hepatitis
Ravi, Sujan, Cruz‐Lemini, M. , Altamirano, José , Simonetto, Douglas A. , Maiwall, Rakhi , Axley, Page , Richardson, Taylor, Desai, Vivek, Cabezas, Joaquín , Vargas, Vı́ctor , Kamath, Patrick S. , Shah, Vijay H. , Bataller, Ramón , Bataller, Ramon A , Simonetto, Douglas A , Vargas, Victor , Richardson, Taylor, Sarin, Shiv Kumar , Singal, Ashwani K. , Cabezas, Joaquín

Liver Transplantation | August 30, 2018 | Volume: 24 | Issue: 12 | Pages: 1655-1664

10.1002/lt.25328 Get It

Abstract Identifying patients at high risk for acute kidney injury (AKI) during hospitalization among patients admitted with severe alcoholic hepatitis (AH) is an unmet clinical need. We performed a multicentric prospective cohort study using data from 4 different cohorts on well‐characterized patients hospitalized with severe AH. Data collected on 773 AH patients from 4 cohorts across the globe were randomly split into test (n = 390) and validation (n = 383) cohorts. We found that 32% of the patients developed inpatient AKI in the test cohort. Approximately 60% of patients met criteria for systemic inflammatory response syndrome (SIRS) at admission. Hepatic encephalopathy, SIRS, and Model for End‐Stage Liver Disease score at admission predicted inpatient AKI with odds ratios of 3.86, 2.24, and 1.14, respectively. The AKI risk score developed using these predictors stratified risk of inpatient AKI to low (score <3), moderate (3‐4), and high (>4). These findings were replicated in the validation cohort. In the whole study cohort, patients with AKI had a lower 90‐day survival (53% versus 77%; P < 0.001). Those with AKI risk score of >4 had significantly lower 90‐day survival as compared with those with risk scores between 3 and 4 and <3 (47% versus 68% versus 88%; P < 0.001). In conclusion, AKI occurs frequently in AH patients and negatively impacts short‐term mortality. The AKI risk score is useful in identifying patients at high risk for inpatient AKI and may be useful for developing new therapeutic strategies to prevent AKI in patients with AH.