The DOI matches its Crossref record; 37 of the 38 references it cites were found in a registry or an index.
A model including sarcopenia surpasses the MELD score in predicting waiting list mortality in cirrhotic liver transplant candidates: A competing risk analysis in a national cohort
Open accessAbstract
Background & aims Frail patients with low model for end-stage liver disease (MELD) scores may be under-prioritised. Low skeletal muscle mass, namely sarcopenia, has been identified as a risk factor for waiting list mortality. A recent study proposed incorporating sarcopenia in the MELD score (MELD-Sarcopenia score). We aimed to investigate the association between sarcopenia and waiting list mortality, and to validate the MELD-Sarcopenia score (i.e. MELD + 10.35 * Sarcopenia).Methods We identified consecutive patients with cirrhosis listed for liver transplantation in the Eurotransplant registry between 2007-2014 and measured skeletal muscle mass on computed tomography. A competing risk analysis was used to compare survival of patients with and without sarcopenia, and concordance (c) indices were calculated to assess performance of the MELD and MELD-Sarcopenia score. We created a nomogram of the best predictive model.Results We included 585 patients with a median MELD score of 14 (interquartile range 9-19), of which 254 (43.4%) were identified as having sarcopenia. Median waiting list survival was shorter in patients with sarcopenia than those without (p <0.001). This effect was even more pronounced in patients with MELD ≤15. The discriminative performance of the MELD-Sarcopenia score (c-index 0.820) for three-month mortality was lower than MELD score alone (c-index 0.839). Apart from sarcopenia and MELD score, other predictive variables were occurrence of hepatic encephalopathy before listing and recipient age. A model including all these variables yielded a c-index of 0.851.Conclusions Sarcopenia was associated with waiting list mortality in liver transplant candidates with cirrhosis, particularly in patients with lower MELD scores. The MELD-Sarcopenia score was successfully validated in this cohort. However, incorporating sarcopenia in the MELD score had limited added value in predicting waiting list mortality.Lay summary In this study among patients with liver cirrhosis listed for liver transplantation, low skeletal muscle mass was associated with mortality on the waiting list, particularly in patients who were listed with low priority based on a low MELD score. However, adding these measurements to the currently used system for donor and organ allocation showed no added value.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Sarcopenia affects 50-60% of individuals 447 and is associated with higher rates of wait-list complications, morbidity, and mortality.”
From EASL-EASD-EASO Clinical Practice Guidelines on the management of metabolic dysfunction-associated steatotic liver disease (MASLD). (2024) · cites this paper as [448]
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
A Proportional Hazards Model for the Subdistribution of a Competing Risk
Fine, J. P., & Gray, R. J. (1999) · Journal of the American Statistical Association · doi:10.1080/01621459.1999.10474144 · Cited by 14,290
Mazzaferro, V., Regalia, E., Doci, R., Andreola, S. A., Pulvirenti, A., Bozzetti, F., Montalto, F., Ammatuna, M., Morabito, A., & Gennari, L. (1996) · New England Journal of Medicine · doi:10.1056/nejm199603143341104 · Cited by 7,173
Martin, L., Birdsell, L., Macdonald, N., Reiman, T., Clandinin, M. T., McCargar, L. J., Murphy, R. A., Ghosh, S., Sawyer, M. B., & Baracos, V. E. (2013) · Journal of Clinical Oncology · doi:10.1200/jco.2012.45.2722 · Cited by 2,761
Shen, W., Punyanitya, M., Wang, Z., Gallagher, D., St.-Onge, M.-P., Albu, J., Heymsfield, S. B., & Heshka, S. (2004) · Journal of Applied Physiology · doi:10.1152/japplphysiol.00744.2004 · Cited by 1,692
The model for end-stage liver disease (MELD)
Kamath, P. S., & Kim, R. W. (2007) · Hepatology · doi:10.1002/hep.21563 · Cited by 1,674
Hyponatremia and Mortality among Patients on the Liver-Transplant Waiting List
Kim, W. R., Biggins, S. W., Kremers, W. K., Wiesner, R. H., Kamath, P. S., Benson, J. T., Edwards, E. B., & Therneau, T. M. (2008) · New England Journal of Medicine · doi:10.1056/nejmoa0801209 · Cited by 1,485
Collins, G. S., Reitsma, J. B., Altman, D. G., & Moons, K. G. M. (2015) · British Journal of Surgery · doi:10.1002/bjs.9736 · Cited by 889
Robins, J. M., & Finkelstein, D. M. (2000) · Biometrics · doi:10.1111/j.0006-341x.2000.00779.x · Cited by 877
Muscle Wasting Is Associated With Mortality in Patients With Cirrhosis
Montaño‐Loza, A. J., Meza–Junco, J., Prado, C. M. M., Lieffers, J. R. L., Baracos, V. E., Bain, V. G., & Sawyer, M. B. (2011) · Clinical Gastroenterology and Hepatology · doi:10.1016/j.cgh.2011.08.028 · Cited by 827
The new liver allocation system: Moving toward evidence-based transplantation policy
Freeman, R. B., Wiesner, R. H., Harper, A., McDiarmid, S. V., Lake, J., Edwards, E. B., Merion, R. M., Wolfe, R., Turcotte, J. G., & Teperman, L. W. (2002) · Liver Transplantation · doi:10.1053/jlts.2002.35927 · Cited by 724
When do we need competing risks methods for survival analysis in nephrology?
Noordzij, M., Leffondré, K., van Stralen, K. J., Zoccali, C., Dekker, F. W., & Jager, K. J. (2013) · Nephrology Dialysis Transplantation · doi:10.1093/ndt/gft355 · Cited by 671
Prognostic Models With Competing Risks
Wolbers, M., Koller, M. T., Witteman, J. C. M., & Steyerberg, E. W. (2009) · Epidemiology · doi:10.1097/ede.0b013e3181a39056 · Cited by 641
Sarcopenia from mechanism to diagnosis and treatment in liver disease
Dasarathy, S., & Merli, M. (2016) · Journal of Hepatology · doi:10.1016/j.jhep.2016.07.040 · Cited by 608
Tandon, P., Ney, M., Irwin, I., Ma, M. M., Gramlich, L. M., Bain, V. G., Esfandiari, N., Baracos, V. E., Montaño‐Loza, A. J., & Myers, R. P. (2012) · Liver Transplantation · doi:10.1002/lt.23495 · Cited by 585
Montano-Loza, A. J., Angulo, P., Meza-Junco, J., Prado, C. M. M., Sawyer, M. B., Beaumont, C., Esfandiari, N., Ma, M., & Baracos, V. E. (2016) · Journal of Cachexia Sarcopenia and Muscle · doi:10.1002/jcsm.12039 · Cited by 512
Frailty Predicts Waitlist Mortality in Liver Transplant Candidates
Lai, J. C., Feng, S., Terrault, N. A., Lizaola, B., Hayssen, H., & Covinsky, K. E. (2014) · American Journal of Transplantation · doi:10.1111/ajt.12762 · Cited by 510
A multicenter study to define sarcopenia in patients with end-stage liver disease
Carey, E. J., Lai, J. C., Wang, C. W., Dasarathy, S., Lobach, I., Montano‐Loza, A. J., Dunn, M. A., & for the Fitness, L. E. (2017) · Liver Transplantation · doi:10.1002/lt.24750 · Cited by 498
Body composition and outcome in patients undergoing resection of colorectal liver metastases19
van Vledder, M. G., Levolger, S., Ayez, N., Verhoef, C. K., Tran, T. C. K., & IJzermans, J. N. M. (2012) · British journal of surgery · doi:10.1002/bjs.7823 · Cited by 464
Self-citationPrognostic value of muscle atrophy in cirrhosis using psoas muscle thickness on computed tomography
Durand, F., Buyse, S., Francoz, C., Laouenan, C., Bruno, O., Belghiti, J., Moreau, R., Vilgrain, V., & Valla, D. C. (2014) · Journal of Hepatology · doi:10.1016/j.jhep.2014.02.026 · Cited by 397
Montaño‐Loza, A. J., Duarte‐Rojo, A., Meza–Junco, J., Baracos, V. E., Sawyer, M. B., Pang, J. X. Q., Beaumont, C., Esfandiari, N., & Myers, R. P. (2015) · Clinical and Translational Gastroenterology · doi:10.1038/ctg.2015.31 · Cited by 366
van Vugt, J. L. A., Levolger, S., de Bruin, R. W. F., van Rosmalen, J., Metselaar, H. J., & IJzermans, J. N. M. (2016) · American Journal of Transplantation · doi:10.1111/ajt.13732 · Cited by 361
Self-citationMeza–Junco, J., Montaño‐Loza, A. J., Baracos, V. E., Prado, C. M. M., Bain, V. G., Beaumont, C., Esfandiari, N., Lieffers, J. R. L., & Sawyer, M. B. (2013) · Journal of Clinical Gastroenterology · doi:10.1097/mcg.0b013e318293a825 · Cited by 248
van Vugt, J. L. A., Levolger, S., Gharbharan, A., Koek, M., Niessen, W. J., Burger, J. W. A., Willemsen, S. P., de Bruin, R. W. F., & IJzermans, J. N. M. (2017) · Journal of Cachexia, Sarcopenia and Muscle · doi:10.1002/jcsm.12158 · Cited by 217
Self-citationConcordance for prognostic models with competing risks
Wolbers, M., Blanche, P., Koller, M. T., Witteman, J. C. M., & Gerds, T. A. (2014) · Biostatistics · doi:10.1093/biostatistics/kxt059 · Cited by 208
Lai, J. C., Dodge, J. L., Sen, Ś., Covinsky, K. E., & Feng, S. (2015) · Hepatology · doi:10.1002/hep.28316 · Cited by 203
Psoas as a sentinel muscle for sarcopenia: a flawed premise
Baracos, V. E. (2017) · Journal of Cachexia Sarcopenia and Muscle · doi:10.1002/jcsm.12221 · Cited by 198
Rutten, I. J. G., Ubachs, J., Kruitwagen, R. F. P. M., Beets‐Tan, R. G. H., Damink, S. W. M. O., & Gorp, T. V. (2017) · Journal of Cachexia Sarcopenia and Muscle · doi:10.1002/jcsm.12180 · Cited by 189
Giusto, M., Lattanzi, B., Albanese, C. V., Galtieri, A., Farcomeni, A., Giannelli, V., Lucidi, C., Martino, M. D., Catalano, C., & Merli, M. (2015) · European Journal of Gastroenterology & Hepatology · doi:10.1097/meg.0000000000000274 · Cited by 175
A new definition of sarcopenia in patients with cirrhosis undergoing liver transplantation
Golse, N., Bucur, P. O., Ciacio, O., Pittau, G., Cunha, A. S., Adam, R. A., Castaing, D., Antonini, T., Coilly, A., Samuel, D., et al. (2016) · Liver Transplantation · doi:10.1002/lt.24671 · Cited by 172
Popuri, K., Cobzaş, D., Esfandiari, N., Baracos, V. E., & Jägersand, M. (2015) · IEEE Transactions on Medical Imaging · doi:10.1109/tmi.2015.2479252 · Cited by 144
Buettner, S., Wagner, D., Kim, Y., Margonis, G. A., Makary, M. A., Wilson, A., Sasaki, K., Amini, N., Gani, F., & Pawlik, T. M. (2015) · Journal of the American College of Surgeons · doi:10.1016/j.jamcollsurg.2015.12.020 · Cited by 135
Self-citationYadav, A. D., Chang, Y., Carpenter, S., Silva, A. C., Rakela, J. L., Aqel, B. A., Byrne, T., Douglas, D. D., Vargas, H. E., & Carey, E. J. (2014) · Clinical Transplantation · doi:10.1111/ctr.12493 · Cited by 132
Sapir‐Pichhadze, R., Pintilie, M., Tinckam, K. J., Laupacis, A., Logan, A. G., Beyene, J., & Kim, S. J. (2016) · American Journal of Transplantation · doi:10.1111/ajt.13717 · Cited by 95
Myers, R. P., Shaheen, A. A., Faris, P., Aspinall, A. I., & Burak, K. W. (2013) · PLoS ONE · doi:10.1371/journal.pone.0051926 · Cited by 61
Validation study of a new semi-automated software program for CT body composition analysis
Takahashi, N., Sugimoto, M., Psutka, S. P., Chen, B., Moynagh, M. R., & Carter, R. E. (2017) · Abdominal Radiology · doi:10.1007/s00261-017-1123-6 · Cited by 60
Myers, R. P., Tandon, P., Ney, M., Meeberg, G., Faris, P., Shaheen, A. A., Aspinall, A. I., & Burak, K. W. (2013) · Liver International · doi:10.1111/liv.12373 · Cited by 36
Hamaguchi, Y., Kaido, T., Okumura, S., Kobayashi, A., Shirai, H., Yagi, S., Hammad, A., Okajima, H., & Üemoto, S. (2016) · Transplantation · doi:10.1097/tp.0000000000001413 · Cited by 22
Cited by
Sorted by citations
Tacke, F., Horn, P., Wai-Sun Wong, V., Ratziu, V., Bugianesi, E., Francque, S., Zelber-Sagi, S., Valenti, L., Roden, M., Schick, F., et al. (2024) · Journal of Hepatology · doi:10.1016/j.jhep.2024.04.031 · Cited by 2,210
(2024) · Obesity Facts · doi:10.1159/000539371 · Cited by 545
Effect of sarcopenia on survival in patients with cirrhosis: A meta-analysis
Tantai, X., Liu, Y., Yeo, Y. H., Praktiknjo, M., Mauro, E., Hamaguchi, Y., Engelmann, C., Zhang, P., Jeong, J. Y., van Vugt, J. L. A., et al. (2021) · Journal of Hepatology · doi:10.1016/j.jhep.2021.11.006 · Cited by 450
Self-citationHaldar, D., Kern, B., Hodson, J., Armstrong, M. J., Adam, R., Berlakovich, G., Fritz, J., Feurstein, B., Popp, W., Karam, V., et al. (2019) · Journal of Hepatology · doi:10.1016/j.jhep.2019.04.011 · Cited by 313
Sarcopenia in cirrhosis: from pathogenesis to interventions
Ebadi, M., Bhanji, R. A., Mazurak, V. C., & Montaño‐Loza, A. J. (2019) · Journal of Gastroenterology · doi:10.1007/s00535-019-01605-6 · Cited by 298
Metadata
- Authors
- van Vugt, J. L. A., Alferink, L. J. M., Buettner, S., Gaspersz, M. P., Bot, D., Darwish Murad, S., Feshtali, S., van Ooijen, P. M. A., Polak, W. G., Porte, R. J., van Hoek, B., van den Berg, A. P., Metselaar, H. J., & IJzermans, J. N. M.
- Affiliations
- Erasmus MC (NL)
- Leiden University Medical Center (NL)
- University Medical Center Groningen (NL)
- ORCID
- Venue
- Journal of Hepatology
- Publisher
- Elsevier BV
- Published
- 2018-04
- Volume
- 68
- Issue
- 4
- Pages
- 707-714
- ISSN
- 0168-8278 (ISSN-L)
- OpenAlex
- W2772086822
- Cited by
- 208
- References
- 38
- Citations by year
- 2026: 6 · 2025: 16 · 2024: 25 · 2023: 32 · 2022: 31 · 2021: 31 · 2020: 22 · 2019: 31 · 2018: 13
- FWCI
- 11.12
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Journal of Hepatology (publishedVersion)
- PubMed (publishedVersion)
- EUR Research Repository (Erasmus University Rotterdam) (publishedVersion)
- Leiden Repository (Leiden University) (submittedVersion)
- EUR Research Repository (Erasmus University Rotterdam) (submittedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
- University of Groningen research database (University of Groningen / Centre for Information Technology) (submittedVersion, other-oa)
- University of Groningen research database (University of Groningen / Centre for Information Technology) (submittedVersion)
- Funders
- Universiteit Leiden
- Topics
- Health Sciences › Medicine › Hepatology › Liver Disease and Transplantation
- Health Sciences › Medicine › Surgery › Organ Transplantation Techniques and Outcomes
- Health Sciences › Medicine › Physiology (medical) › Nutrition and Health in Aging
- Keywords
- sarcopenia, liver cirrhosis, liver transplantation, waitlist mortality, MELD score, frailty, skeletal muscle mass, hepatic encephalopathy, nomogram, competing risk analysis, recipient age
- MeSH terms
- Female, Humans, Liver Cirrhosis, Male, Middle Aged, Risk, Severity of Illness Index, Waiting Lists, Cohort Studies, Liver Transplantation, Sarcopenia, End Stage Liver Disease
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review