Variability of noninvasive MRI and biological markers in compensated cirrhosis: insights for assessing disease progression
Open accessAbstract
Abstract Background We annually monitored stable compensated cirrhosis (CC) patients to evaluate serial variation in blood serum, liver stiffness, and multiparametric magnetic resonance imaging (mpMRI) measures to provide reference change values (RCV) and sample size measures for future studies. Methods Patients were recruited from a prospectively followed CC cohort, with assessments at baseline and annually over three years. We report on blood markers, transient elastography liver stiffness measures (LSM) and noninvasive mpMRI (volume, T1 mapping, blood flow, perfusion) of the liver, spleen, kidneys, and heart in a stable CC group and a healthy volunteer (HV) group. Coefficient of variation over time (CoV T ) and RCV are reported, along with hazard ratio to assess disease progression. Sample size estimates to power future trials of cirrhosis regression on mpMRI are presented. Results Of 60 CC patients enrolled, 28 with stable CC were followed longitudinally and compared to 10 HVs. CoV T in mpMRI measures was comparable between CC and HV groups. CoV T of Enhanced Liver Fibrosis score was low (< 5%) compared to Fibrosis-4 index (17.9%) and Aspartate Aminotransferase-to-Platelet-Ratio Index (19.4%). A large CoV T (20.7%) and RCV (48.3%) were observed for LSM. CoV T and RCV were low for liver, spleen, and renal T1 values (CoV T < 5%, RCV < 8%) and volume (CoV T < 10%, RCV < 16%); haemodynamic measures were high (CoV T 12–25%, RCV 16–47%). Conclusions Evidence of low CoV T and RCV in multiorgan T1 values. RCV and sample size estimates are provided for future longitudinal multiorgan monitoring in CC patients. Trial registration ClinicalTrials.gov identifier: NCT02037867 , Registered: 05/01/2013.
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
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?
VCTE measurements are highly variable, with a coefficient of variation of up to 60% in those with cirrhosis.
“VCTE measurements are highly variable, 188 with a coef fi cient of variation of up to 60% in those with cirrhosis. 189”
From EASL-EASD-EASO Clinical Practice Guidelines on the management of metabolic dysfunction-associated steatotic liver disease (MASLD). (2024) · cites this paper as [189]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Expanding consensus in portal hypertension
de Franchis, R. (2015) · Journal of Hepatology · doi:10.1016/j.jhep.2015.05.022 · Cited by 3,078 · see citing works
Schrier, R. W., Arroyo, V., Bernardi, M., Epstein, M., Henriksen, J. H., & Rodés, J. (1988) · Hepatology · doi:10.1002/hep.1840080532 · Cited by 1,616 · see citing works
Noninvasive assessment of liver disease in patients with nonalcoholic fatty liver disease
Castera, L., Friedrich-Rust, M., & Loomba, R. (2019) · Gastroenterology · doi:10.1053/j.gastro.2018.12.036 · Cited by 1,494 · see citing works
A general kinetic model for quantitative perfusion imaging with arterial spin labeling
Buxton, R. B., Frank, L. R., Wong, E. C., Siewert, B., Warach, S. J., & Edelman, R. R. (1998) · Magnetic Resonance in Medicine · doi:10.1002/mrm.1910400308 · Cited by 1,265 · see citing works
The Hyperdynamic Circulation of Chronic Liver Diseases: From the Patient to the Molecule
Iwakiri, Y., & Groszmann, R. J. (2006) · Hepatology · doi:10.1002/hep.20993 · Cited by 613 · see citing works
Gómez, E. V., & Chalasani, N. (2017) · Journal of Hepatology · doi:10.1016/j.jhep.2017.11.013 · Cited by 608 · see citing works
Angulo, P., Bugianesi, E., Bjornsson, E. S., Charatcharoenwitthaya, P., Mills, P. R., Barrera, F., Haflidadottir, S., Day, C. P., & George, J. (2013) · Gastroenterology · doi:10.1053/j.gastro.2013.06.057 · Cited by 502 · see citing works
Cardiovascular complications of cirrhosis
Møller, S., & Jh, H. (2008) · Gut · doi:10.1136/gut.2006.112177 · Cited by 486 · see citing works
Natori, S., Lai, S., Finn, J. P., Gomes, A. S., Hundley, W. G., Jerosch‐Herold, M., Pearson, G. D. N., Sinha, S., Arai, A. E., Lima, J. A. C., et al. (2006) · American Journal of Roentgenology · doi:10.2214/ajr.04.1868 · Cited by 463 · see citing works
Vergniol, J., Foucher, J., Terrebonne, É., Bernard, P., Bail, B. L., Merrouche, W., Couzigou, P., & de Lédinghen, V. (2011) · Gastroenterology · doi:10.1053/j.gastro.2011.02.058 · Cited by 411 · see citing works
Selvaraj, E. A., Mózes, F. E., Jayaswal, A. N. A., Zafarmand, M. H., Vali, Y., Lee, J. A., Levick, C. K., Young, L. A. J., Palaniyappan, N., Liu, C.-H., et al. (2021) · Journal of Hepatology · doi:10.1016/j.jhep.2021.04.044 · Cited by 376 · see citing works
Self-citationEnhanced liver fibrosis test can predict clinical outcomes in patients with chronic liver disease
Parkes, J., Roderick, P. J., Harris, S., Day, C. P., Mutimer, D., Collier, J. D., Lombard, M., Alexander, G., Ramage, J. K., Dusheiko, G. M., et al. (2010) · Gut · doi:10.1136/gut.2009.203166 · Cited by 349 · see citing works
Galbraith, S. M., Lodge, M. A., Taylor, N. J., Rustin, G. J. S., Bentzen, S. M., Stirling, J., & Padhani, A. R. (2002) · NMR in Biomedicine · doi:10.1002/nbm.731 · Cited by 338 · see citing works
Vali, Y., Lee, J., Boursier, J., Spijker, R., Löffler, J., Verheij, J., Brosnan, M. J., Böcskei, Z., Anstee, Q. M., Bossuyt, P. M., et al. (2020) · Journal of Hepatology · doi:10.1016/j.jhep.2020.03.036 · Cited by 302 · see citing works
Diagnostic accuracy of noninvasive fibrosis models to detect change in fibrosis stage
Siddiqui, M. S., Yamada, G., Vuppalanchi, R., Van Natta, M., Loomba, R., Guy, C., Brandman, D., Tonascia, J., Chalasani, N., Neuschwander-Tetri, B., et al. (2019) · Clinical Gastroenterology and Hepatology · doi:10.1016/j.cgh.2018.12.031 · Cited by 272 · see citing works
Jayakumar, S., Middleton, M. S., Lawitz, E. J., Mantry, P. S., Caldwell, S. H., Arnold, H., Mae Diehl, A., Ghalib, R., Elkhashab, M., Abdelmalek, M. F., et al. (2019) · Journal of Hepatology · doi:10.1016/j.jhep.2018.09.024 · Cited by 208 · see citing works
Non-invasive diagnosis and biomarkers in alcohol-related liver disease
Moreno, C., Mueller, S., & Szabó, G. (2019) · Journal of Hepatology · doi:10.1016/j.jhep.2018.11.025 · Cited by 182 · see citing works
Sanyal, A. J., Anstee, Q. M., Trauner, M., Lawitz, E. J., Abdelmalek, M. F., Ding, D., Han, L., Jia, C., Huss, R. S., Chung, C., et al. (2022) · Hepatology · doi:10.1002/hep.32204 · Cited by 171 · see citing works
Li, Y., Huang, Y., Wang, Z.-Z., Yang, Z., Sun, F., Zhan, S., Liu, X., & Zhuang, H. (2015) · Alimentary Pharmacology & Therapeutics · doi:10.1111/apt.13488 · Cited by 161 · see citing works
Cox, E. F., Buchanan, C. E., Bradley, C. R., Prestwich, B., Mahmoud, H., Taal, M. W., Selby, N. M., & Francis, S. (2017) · Frontiers in Physiology · doi:10.3389/fphys.2017.00696 · Cited by 155 · see citing works
Self-citationHoad, C. L., Palaniyappan, N., Kaye, P., Chernova-Chernaya, Y., James, M. W., Costigan, C. M., Austin, A. S., Marciani, L., Gowland, P. A., Guha, I. N., et al. (2015) · NMR in Biomedicine · doi:10.1002/nbm.3299 · Cited by 132 · see citing works
Self-citationNon-invasive assessment of portal hypertension using quantitative magnetic resonance imaging
Palaniyappan, N., Cox, E. F., Bradley, C. R., Scott, R. A., Austin, A. S., O’Neill, R., Ramjas, G., Travis, S. J., White, H., Singh, R., et al. (2016) · Journal of Hepatology · doi:10.1016/j.jhep.2016.07.021 · Cited by 122 · see citing works
Self-citationRepeatability and reproducibility of multiparametric magnetic resonance imaging of the liver
Bachtiar, V., Kelly, M. D., Wilman, H. R., Jacobs, J., Newbould, R., Kelly, C. J., Gyngell, M. L., Groves, K. E., McKay, A., Herlihy, A. H., et al. (2019) · PLOS ONE · doi:10.1371/journal.pone.0214921 · Cited by 117 · see citing works
Nascimbeni, F., Lebray, P., Fedchuk, L., Oliveira, C. P., Alvares-da-Silva, M. R., Varault, A., Ingiliz, P., Ngo, Y., de Torres, M., Munteanu, M., et al. (2015) · Clinical Gastroenterology and Hepatology · doi:10.1016/j.cgh.2014.07.037 · Cited by 82 · see citing works
Jayaswal, A. N. A., Levick, C., Selvaraj, E. A., Dennis, A., Booth, J., Collier, J. D., Cobbold, J., Tunnicliffe, E. M., Kelly, M., Barnes, E. J., et al. (2020) · Liver International · doi:10.1111/liv.14625 · Cited by 80 · see citing works
Harrison, S. A., Dennis, A., Fiore, M. M., Kelly, M., Kelly, M., Paredes, A. H., Whitehead, J. M. A., Neubauer, S., Traber, P. G., & Banerjee, R. (2018) · PLoS ONE · doi:10.1371/journal.pone.0203054 · Cited by 77 · see citing works
Gardener, A. G., & Francis, S. (2010) · Magnetic Resonance in Medicine · doi:10.1002/mrm.22387 · Cited by 70 · see citing works
Self-citationTrivedi, P. J., Muir, A. J., Levy, C., Bowlus, C. L., Manns, M. P., Lu, X., Crans, G., Chung, C., Subramanian, G. M., Myers, R. P., et al. (2021) · Clinical Gastroenterology and Hepatology · doi:10.1016/j.cgh.2020.07.032 · Cited by 55 · see citing works
Self-citationBradley, C. R., Cox, E. F., Scott, R. A., James, M. W., Kaye, P., Aithal, G. P., Francis, S., & Guha, I. N. (2018) · Journal of Hepatology · doi:10.1016/j.jhep.2018.05.037 · Cited by 53 · see citing works
Self-citationMózes, F. E., Tunnicliffe, E. M., Moolla, A., Marjot, T., Levick, C., Pavlides, M., & Robson, M. D. (2018) · NMR in Biomedicine · doi:10.1002/nbm.4030 · Cited by 52 · see citing works
Bloom, S., Kemp, W. W., Nicoll, A., Roberts, S. K., Gow, P. J., Dev, A. T., Bell, S., Sood, S. S., Kronborg, I., Knight, V., et al. (2018) · Journal of Hepatology · doi:10.1016/j.jhep.2018.04.013 · Cited by 34 · see citing works
Rossi, E., Adams, L. A., Ching, H. L., Bulsara, M. K., MacQuillan, G. C., & Jeffrey, G. P. (2012) · Clinical Chemistry and Laboratory Medicine (CCLM) · doi:10.1515/cclm-2012-0584 · Cited by 31 · see citing works
Fahim, M., Hayen, A. D., Horvath, A. R., Dimeski, G., Coburn, A., Tan, K., Johnson, D. W., Craig, J. C., Campbell, S. B., & Hawley, C. M. (2015) · Clinical Chemistry and Laboratory Medicine (CCLM) · doi:10.1515/cclm-2014-0838 · Cited by 30 · see citing works
Jabor, A., Kubíček, Z., Fraňková, S., Šenkeříková, R., & Franeková, J. (2018) · Clinica Chimica Acta · doi:10.1016/j.cca.2018.05.027 · Cited by 12 · see citing works
Choi, J., Kim, H., Sun, M. Y., & Sirlin, C. B. (2014) · Yonsei Medical Journal · doi:10.3349/ymj.2014.55.3.651 · Cited by 11 · see citing works
Istaces, N., & Gulbis, B. (2015) · Clinical Biochemistry · doi:10.1016/j.clinbiochem.2015.03.020 · Cited by 4 · see citing works
Liver Stiffness in Autoimmune Hepatitis
Hartl, J. (2020) · Springer eBooks · doi:10.1007/978-3-030-40542-7_16 · Cited by 1 · see citing works
Flagged first, then by citations
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 · see citing works
(2024) · Obesity Facts · doi:10.1159/000539371 · Cited by 510 · see citing works
Autologous macrophage therapy for liver cirrhosis: a phase 2 open-label randomized controlled trial
Brennan, P. N., MacMillan, M., Manship, T., Moroni, F., Glover, A., Troland, D., MacPherson, I., Graham, C., Aird, R., Semple, S. I. K., et al. (2025) · Nature Medicine · doi:10.1038/s41591-024-03406-8 · Cited by 66 · see citing works
Reference change values of FIB-4
Åsberg, A., Løfblad, L., Hov, G. G., & Mikkelsen, G. (2023) · Scandinavian Journal of Clinical and Laboratory Investigation · doi:10.1080/00365513.2023.2241363 · Cited by 3 · see citing works
Meloni, A., Bisi, R., Positano, V., Carnevale, A., Pegoraro, N., Pistoia, L., Spasiano, A., Corigliano, E., Cossu, A., Marco, E. D., et al. (2025) · Diagnostics · doi:10.3390/diagnostics15233085 · Cited by 1 · see citing works
EXSPECT: ELF Cross-comparison between serum and plasma collection tubes
Hung, A., Etoori, D., Modi, R., Gee, M. F. W., & Rosenberg, W. M. (2025) · Clinica Chimica Acta · doi:10.1016/j.cca.2025.120332
Saviano, A., & Serfaty, L. (2025) · EMC - Hépatologie · doi:10.1016/s1155-1976(25)46793-x
Imaging-based fibrosis assessment and risk stratification in MASLD
Jin, S., Zhou, T., Jin, D., Xie, J., Sheng, G., Li, H., Li, G., Qin, C., & Gao, P. (2026) · Frontiers in Medicine · doi:10.3389/fmed.2026.1880238
- Authors
- Bradley, C. R., Cox, E. F., Palaniyappan, N., Aithal, G. P., Francis, S. T., & Guha, I. N.
- Affiliations
- Nottingham University Hospitals NHS Trust (GB)
- Corresponding author
- Guha, Indra Neil
- ORCID
- Venue
- European Radiology Experimental
- Published
- 2022-10-24
- Volume
- 6
- Issue
- 1
- Pages
- 52-52
- ISSN
- 2509-9280 (ISSN-L)
- PMC
- PMC9588852
- OpenAlex
- W4307117565
- Cited by
- 8
- References
- 37
- Citations by year
- 2026: 1 · 2025: 4 · 2024: 2 · 2023: 1
- FWCI
- 1.26
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- European Radiology Experimental (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Repository@Nottingham (University of Nottingham) (publishedVersion, other-oa)
- Repository@Nottingham (University of Nottingham) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Institute for Health and Care Research
- Department of Health and Social Care
- Academy of Medical Sciences (SGL024\1044)
- NIHR Nottingham Biomedical Research Centre
- Topics
- Health Sciences › Medicine › Epidemiology › Liver Disease Diagnosis and Treatment
- Health Sciences › Medicine › Hepatology › Liver Disease and Transplantation
- Health Sciences › Medicine › Hepatology › Liver Diseases and Immunity
- Keywords
- compensated cirrhosis, reference change value, longitudinal variation, liver stiffness, transient elastography, multiparametric MRI, T1 mapping, liver perfusion, spleen, renal perfusion, heart, enhanced liver fibrosis test, FIB-4, APRI, disease progression, sample size determination
- MeSH terms
- Aspartate Aminotransferases, Fibrosis, Humans, Liver Cirrhosis, Magnetic Resonance Imaging, Biomarkers, Disease Progression
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