Evidence map›Paper›PMID 41526732›Full record

ArticleInsights into imaging2026

Incorporating parenchymal heterogeneity into FLIS to improve MRI-based liver function assessment.

Hande Özen Atalay, Muhammet Selman Sogut, Murat Akyildiz, Afak Durur Karakaya

Abstract read
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Article in Insights into imaging, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Hande Özen AtalayRadiology Department, Koc University Hospital, Istanbul, Turkey. handeozen15@gmail.com.ORCID http://orcid.org/0000-0003-3524-9597
Muhammet Selman SogutAnesthesiology and Reanimation Department, Koc University Hospital, Istanbul, Turkey.
Murat AkyildizGastroenterology and Hepatology Department, Koc University Hospital, Istanbul, Turkey.
Afak Durur KarakayaRadiology Department, Koc University Hospital, Istanbul, Turkey.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo assess the correlation between the functional liver imaging score (FLIS) and FibroScan MATERIALS AND

methodsThis retrospective single-centre study included 113 patients who underwent FibroScan

resultsA total of 113 patients (67 men; mean age 56.6 ± 13.5 years) were evaluated. Inter-reader agreement was excellent for FLIS (ICC 0.994; 95% CI: 0.975-1.000), heterogeneity (ICC 0.949; 95% CI: 0.901-0.984), and FLIS-H (ICC 0.974; 95% CI: 0.957-0.989). FLIS showed significant negative correlations with Child-Pugh (ρ = -0.2664, p = 0.0087), ALBI (ρ = -0.3076, p = 0.0022), and fibrosis stage (ρ = -0.3207, p < 0.001). FLIS-H demonstrated stronger correlations with Child-Pugh (ρ = -0.4167, p < 0.001), ALBI (ρ = -0.5243, p < 0.001), MELD (ρ = -0.2360, p = 0.020), and fibrosis stage (ρ = -0.5270, p < 0.001). Steiger's z-test confirmed that correlations were significantly improved with FLIS-H for ALBI (z = -3.03, p = 0.0025), Child-Pugh (z = -2.01, p = 0.045), and fibrosis stage (z = -2.90, p = 0.0038).

conclusionFLIS correlates significantly with fibrosis stage and clinical scores. Incorporating parenchymal heterogeneity into FLIS enhances these associations and may provide a superior method for liver assessment. CRITICAL RELEVANCE: This study introduces a modified FLIS version (FLIS-H) that integrates parenchymal heterogeneity and demonstrates superior correlation with elastography-derived fibrosis stages and clinical scoring systems, offering a practical improvement for non-invasive assessment in routine practice. KEY POINTS: FLIS has no reported correlation with elastography-based liver fibrosis staging. Parenchymal heterogeneity is not included as a parameter in the standard FLIS. Integrating heterogeneity improves correlation with fibrosis stage and clinical scores. FLIS-H enables fast, reliable, structure-function liver assessment in clinical radiology.

Indexed as

ElastographyFunctional liver imaging scoreLiver cirrhosisLiver functionMagnetic resonance imaging

Identifiers

PMID41526732
PMCPMC12796089

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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.