Evidence map›Paper›PMID 37315809›Full record

ArticleJournal of hepatology2023

The novel SALT-M score predicts 1-year post-transplant mortality in patients with severe acute-on-chronic liver failure.

Ruben Hernaez, Constantine J Karvellas, Yan Liu, Sophie-Caroline Sacleux, Saro Khemichian, Lance L Stein, Kirti Shetty, Christina C Lindenmeyer, Justin R Boike, Douglas A Simonetto and 17 more

Abstract read
In one paragraph

Article in Journal of hepatology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

22 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Observational
  4. Article
  5. Article
  6. Bridging Critically Ill Patients With Cirrhosis to Transplant With Renal Replacement Therapy: A Multicenter Cohort Study.Liver international : official journal of the International Association for the Study of the Liver · 2026
    Observational
  7. Article
  8. Article
  9. Review
  10. Article
  11. Extracorporeal liver support and liver transplantation for acute-on-chronic liver failure.Liver international : official journal of the International Association for the Study of the Liver · 2025
    Review
  12. Observational
  13. Review
  14. Article
  15. Liver Transplantation in the Context of Acute-On-Chronic Liver Failure (ACLF): Where Do We Stand in 2025?Transplant international : official journal of the European Society for Organ Transplantation · 2025
    Review
  16. Article
  17. Article
  18. Common definitions and variables are needed for the United States to join the conversation on acute-on-chronic liver failure.American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons · 2024
    Article
  19. [Liver transplantation in acute and acute-on-chronic liver failure].Medizinische Klinik, Intensivmedizin und Notfallmedizin · 2024
    Review
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

27 authors.

Ruben HernaezSection of Gastroenterology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA; VA HSR&D Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX, USA; Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, TX, USA. Electronic address: ruben.hernaez@bcm.edu.
Constantine J KarvellasDepartment of Critical Care Medicine and Division of Gastroenterology (Liver Unit), University of Alberta, Canada.
Yan LiuVA HSR&D Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX, USA; Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, TX, USA.
Sophie-Caroline SacleuxLiver Intensive Care Unit, AP-HP Hôpital Paul-Brousse, Centre Hépato-Biliaire, Villejuif, France; Departement Hospitalo-Universitaire, Hepatinov, Villejuif, France.
Saro KhemichianDivision of Gastrointestinal & Liver Diseases, Keck Hospital at University of Southern California, Los Angeles, CA, USA.
Lance L SteinPiedmont Transplant Institute, Piedmont Atlanta Hospital, Atlanta, GA, USA.
Kirti ShettyDivision of Gastroenterology & Hepatology, University of Maryland School of Medicine, Baltimore, MD, USA.
Christina C LindenmeyerDepartment of Gastroenterology, Hepatology and Nutrition, Cleveland Clinic, Cleveland, OH, USA.
Justin R BoikeDivision of Gastroenterology and Hepatology, Department of Medicine, Northwestern University, Chicago, IL, USA.
Douglas A SimonettoDivision of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA.
Robert S RahimiBaylor University Medical Center, Division of Hepatology. Baylor Scott and White Hospital, Dallas, TX, USA.
Prasun K JalalSection of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, TX, USA.
Manhal IzzyDivision of Gastroenterology, Hepatology and Nutrition, Vanderbilt University, Nashville, TN, USA.
Michael S KrissDepartment of Medicine, University of Colorado, Aurora, CO, USA.
Gene Y ImRecanati/Miller Transplantation Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Ming V LinDivision of Transplant and Hepatobiliary Diseases, Department of Surgery, Lahey Hospital and Medical Center, Burlington, MA, USA.
Janice H JouMedicine, Division of Gastroenterology, Oregon Health and Science University, Portland, OR, USA.
Brett E FortuneDivision of Hepatology, Department of Medicine, Montefiore Medical Center, Bronx, NY, USA.
George CholankerilSection of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, TX, USA.
Alexander KuoKarsh Division of Gastroenterology and Hepatology, Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
Nadim MahmudDivision of Gastroenterology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
Fasiha KanwalSection of Gastroenterology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA; VA HSR&D Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX, USA; Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, TX, USA.
Faouzi SalibaLiver Intensive Care Unit, AP-HP Hôpital Paul-Brousse, Centre Hépato-Biliaire, Villejuif, France.
Vinay SundaramKarsh Division of Gastroenterology and Hepatology, Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
Thierry ArtznerHepato-Pancreato-Biliary Surgery and Liver Transplantation, Pôle des Pathologies Digestives, Hépatiques et de la Transplantation, Hôpitaux Universitaires de Strasbourg, Strasbourg, France.
Rajiv JalanInstitute for Liver and Digestive Health, University College Hospital; Royal Free Campus, London, United Kingdom; Royal Free Hospital, London, United Kingdom; European Foundation for the Study of Chronic Liver Failure, Barcelona, Spain.
Multi-Organ Dysfunction and Evaluation for Liver Transplantation (MODEL) Consortium

Funding

Tissue Analysis & Molecular Imaging CoreP30DK056338 · NIDDK · BAYLOR COLLEGE OF MEDICINE · PI Geoffrey A Preidis · 2001 to 2026
$28.3M
Risk Stratification for and Early Detection of Liver CancerU01CA230997 · NCI · BAYLOR COLLEGE OF MEDICINE · PI Jagpreet Chhatwal, Hashem B El-Serag · 2018 to 2026
$6.4M
Genome-Wide Association Study (GWAS) in Hepatocellular Carcinoma (HCC)R01CA186566 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI AMOS, CHRISTOPHER I., HASSAN, MANAL METWALLY · 2015 to 2019
$3.6M
Precision Risk Stratification and Screening for HCC among Patients with Cirrhosis in the United StatesU01CA230694 · NCI · UT SOUTHWESTERN MEDICAL CENTER · PI SINGAL, AMIT · 2018 to 2022
$3.5M
Pathway Specific Functional Biomarkers for the Early Detection of Liver CancerU01CA230690 · NCI · GEORGE WASHINGTON UNIVERSITY · PI MISHRA, LOPA, SHETTY, KIRTI · 2018 to 2022
$3.4M
Improving Surgical Risk Prediction and Decision Making among Patients with CirrhosisK08DK124577 · NIDDK · UNIVERSITY OF PENNSYLVANIA · PI MAHMUD, NADIM · 2021 to 2025
$835k
NCI NIH HHS R01 CA186566NCI NIH HHS U01 CA230690NCI NIH HHS U01 CA230694NCI NIH HHS U01 CA230997NIDDK NIH HHS K08 DK124577NIDDK NIH HHS P30 DK056338
6 · The paper itself

Abstract

BACKGROUND &

aimsTwenty-eight-day mortality ranges from 30-90% in patients with acute-on-chronic liver failure grades 2/3 (severe ACLF). Though liver transplantation (LT) has demonstrated a survival benefit, the scarcity of donor organs and uncertainty regarding post-LT mortality among patients with severe ACLF may cause hesitancy. We developed and externally validated a model to predict 1-year post-LT mortality in severe ACLF, called the Sundaram ACLF-LT-Mortality (SALT-M) score, and estimated the median length of stay (LoS) after LT (ACLF-LT-LoS).

methodsIn 15 LT centers in the US, we retrospectively identified a cohort of patients with severe ACLF transplanted between 2014-2019, followed up to Jan'2022. Candidate predictors included demographics, clinical and laboratory values, and organ failures. We selected predictors in the final model using clinical criteria and externally validated them in two French cohorts. We provided measures of overall performance, discrimination, and calibration. We used multivariable median regression to estimate LoS after adjusting for clinically relevant factors.

resultsWe included 735 patients, of whom 521 (70.8%) had severe ACLF (120 ACLF-3, external cohort). The median age was 55 years, and 104 with severe ACLF (19.9%) died within 1-year post-LT. Our final model included age >50 years, use of 1/≥2 inotropes, presence of respiratory failure, diabetes mellitus, and BMI (continuous). The c-statistic was 0.72 (derivation) and 0.80 (validation), indicating adequate discrimination and calibration based on the observed/expected probability plots. Age, respiratory failure, BMI, and presence of infection independently predicted median LoS.

conclusionsThe SALT-M score predicts mortality within 1-year after LT in patients with ACLF. The ACLF-LT-LoS score predicted median post-LT stay. Future studies using these scores could assist in determining transplant benefits. IMPACT AND IMPLICATIONS: Liver transplantation (LT) may be the only life-saving procedure available to patients with acute-on-chronic liver failure (ACLF), but clinically instability can augment the perceived risk of post-transplant mortality at 1 year. We developed a parsimonious score with clinically and readily available parameters to objectively assess 1-year post-LT survival and predict median length of stay after LT. We developed and externally validated a clinical model called the Sundaram ACLF-LT-Mortality score in 521 US patients with ACLF with 2 or ≥3 organ failure(s) and 120 French patients with ACLF grade 3. The c-statistic was 0.72 in the development cohort and 0.80 in the validation cohort. We also provided an estimation of the median length of stay after LT in these patients. Our models can be used in discussions on the risks/benefits of LT in patients listed with severe ACLF. Nevertheless, the score is far from perfect and other factors, such as patient's preference and center-specific factors, need to be considered when using these tools.

Indexed as

Acute-On-Chronic Liver FailureLiver TransplantationHumansLiver CirrhosisMiddle AgedPrognosisRetrospective StudiesRisk AssessmentACLFliver transplantationprognosisrisk score

Identifiers

PMID37315809
PMCPMC12036733

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.