Evidence map›Paper›PMID 41081129›Full record

ArticleQuantitative imaging in medicine and surgery2025

Evaluation of liver fibrosis staging in patients with chronic hepatitis via the gadolinium washout rate: a comparative study with magnetic resonance elastography and pathology.

Zhanao Meng, Sidong Xie, Jian Cao, Xue Lin, Tao Luo, Xiaolei Li, Sisi Deng, Yue Zhang, Ke Zhang, Xuan Zhu and 6 more

Abstract read
In one paragraph

Article in Quantitative imaging in medicine and surgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–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

2 citing papers in PubMed.

  1. Article
  2. 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

16 authors.

Zhanao Meng *Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Sidong Xie *Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Jian CaoDepartment of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Xue LinDepartment of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Tao LuoDepartment of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Xiaolei LiDepartment of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Sisi DengDepartment of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Yue ZhangDepartment of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Ke ZhangDepartment of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Xuan ZhuDepartment of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Na ChengDepartment of Pathology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Haifeng LiCommunity Health Service Center of Shipai Street, Guangzhou, China.
Tianhao TangDepartment of Radiology, Guangdong Provincial Hospital of Traditional Chinese Medicine, Guangzhou, China.
Qing XiangDepartment of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Yahao GuoDepartment of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Jie QinDepartment of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Liver fibrosis, which affects over 200 million patients with chronic hepatitis across the world, is a critical prognostic determinant, and its accurate staging is necessary for guiding interventions. Although biopsy remains the gold standard, its invasiveness and sampling variability necessitate the development of reliable noninvasive alternatives. Magnetic resonance elastography (MRE) offers high diagnostic accuracy but is limited by cost and hardware requirements. Gadolinium-based agents [e.g., gadobenate dimeglumine (Gd-BOPTA)] enable hemodynamic quantification, yet no integrated metric combines washout and wash-in dynamics for fibrosis staging. This study aimed to develop and validate the gadolinium washout rate (GWR)-a novel model integrating multiphase T1 mapping washout (renal clearance) and wash-in (hepatocellular uptake) features-for precise, accessible liver fibrosis staging. Methods: This retrospective study enrolled 174 patients with chronic hepatitis. Liver T1 mapping [unenhanced, 5-minute delayed, and 120-minute hepatobiliary phase (HBP)] and biopsy were performed. GWR, the relative enhancement rate of the HBP and delayed phase in the T1 mode and MRE were compared via Pearson correlation, logistic regression, receiver operating characteristic analysis, and fivefold cross-validation. Results: GWR and MRE showed strong correlations with fibrosis stages (GWR: R=0.485-0.533; MRE: R=0.454-0.683; P<0.001). For ≥ F3 fibrosis, GWR, as compared to MRE, had a higher hazard ratio (37.32 Conclusions: GWR is superior to MRE in diagnosing advanced fibrosis (≥ F3), offering higher predictive values and clinical net benefit. It provides a cost-effective, noninvasive alternative to MRE.

Indexed as

diagnostic performancefibrosis stagingGadolinium washout rate (GWR)magnetic resonance elastography (MRE)meta-analysis of histological data in viral hepatitis staging (METAVIR staging)

Identifiers

PMID41081129
PMCPMC12514592

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.