Evidence map›Paper›PMID 31529254›Full record

ArticleEuropean radiology2020

Noninvasive prediction of HCC with progenitor phenotype based on gadoxetic acid-enhanced MRI.

Jie Chen, Zhenru Wu, Chunchao Xia, Hanyu Jiang, Xijiao Liu, Ting Duan, Likun Cao, Zheng Ye, Zhen Zhang, Ling Ma and 2 more

Abstract read
PubMed Publisher
In one paragraph

Article in European radiology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.

0numbers the graph read from it
0cells of the map it votes in
28citing 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

28 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
  4. Article
  5. Article
  6. MRI Imaging Biomarkers for Prognostication of Hepatocellular Carcinoma.Journal of the Korean Society of Radiology · 2025
    Review
  7. Article
  8. Article
  9. Article
  10. Review
  11. Article
  12. Article
  13. Review
  14. Article
  15. Article
  16. Article
  17. Article
  18. Review
  19. Article
  20. Review
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

12 authors.

Jie ChenWest China School of Medicine, Sichuan University, Guoxue Xiang, No. 37, Chengdu, 610041, China.
Zhenru WuLaboratory of Pathology, West China Hospital, Sichuan University, B2 Building, No. 88, South Ke Yuan Road, Chengdu, 610041, China.
Chunchao XiaDepartment of Radiology, West China Hospital, Sichuan University, Guoxue Xiang, No. 37, Chengdu, 610041, China.
Hanyu JiangWest China School of Medicine, Sichuan University, Guoxue Xiang, No. 37, Chengdu, 610041, China.
Xijiao LiuDepartment of Radiology, West China Hospital, Sichuan University, Guoxue Xiang, No. 37, Chengdu, 610041, China.
Ting DuanDepartment of Radiology, West China Hospital, Sichuan University, Guoxue Xiang, No. 37, Chengdu, 610041, China.
Likun CaoWest China School of Medicine, Sichuan University, Guoxue Xiang, No. 37, Chengdu, 610041, China.
Zheng YeWest China School of Medicine, Sichuan University, Guoxue Xiang, No. 37, Chengdu, 610041, China.
Zhen ZhangWest China School of Medicine, Sichuan University, Guoxue Xiang, No. 37, Chengdu, 610041, China.
Ling MaApplication Advanced Team, GE Healthcare, Shanghai, China.
Bin SongDepartment of Radiology, West China Hospital, Sichuan University, Guoxue Xiang, No. 37, Chengdu, 610041, China. songlab_radiology@163.com.ORCID http://orcid.org/0000-0002-7269-2101
Yujun ShiLaboratory of Pathology, West China Hospital, Sichuan University, B2 Building, No. 88, South Ke Yuan Road, Chengdu, 610041, China. shiyujun@scu.edu.cn.

Funding

Science and Technology Support Program of Sichuan Province 2017SZ0003
6 · The paper itself

Abstract

objectivesTo explore the noninvasive prediction of hepatocellular carcinoma (HCC) with progenitor phenotype based on gadoxetic acid-enhanced magnetic resonance imaging (MRI).

methodsThis retrospective study included 115 surgery-proven HCCs with preoperative gadoxetic acid-enhanced MRI from August 2015 to September 2018. Image features were reviewed. Quantitative image analysis was performed using histogram analysis. HCC with progenitor phenotype was defined as positive for either cytokeratin 19 (CK19) or epithelial cell adhesion molecule (EpCAM) expression. Statistically significant variables for identifying HCCs with progenitor phenotype were determined at multivariate analyses. ROC analyses were used to determined cutoff values and the diagnostic performance of significant variables and combinations. Prediction nomogram was constructed based on multivariate analysis.

resultsAt multivariate regression analyses, AFP ≥ 155.25 ng/mL (p < 0.001), skewness on T2WI ≤ 1.10 (p = 0.024), uniformity on pre-T1WI ≤ 0.91 (p = 0.024), irregular tumor margin (p = 0.006), targetoid appearance (p = 0.001), and the absence of mosaic architecture (p = 0.014) were significant predictors of HCCs expressing progenitor cell markers. Combing any three of those significant variables, it provides a diagnostic accuracy of 0.86 (95% CI 0.78-0.92) with sensitivity of 0.97 (95% CI 0.86-1.00), and specificity of 0.74 (95% CI 0.63-0.83). The C-index of the regression coefficient-based nomogram was 0.94 (95% CI 0.91-0.98).

conclusionsNoninvasive prediction of HCCs with progenitor phenotype can be achieved with high accuracy by integrated interpretation of biochemical and radiological information, representing a handy tool for precise patient management and the prediction of prognosis. KEY POINTS: • Qualitative image features of irregular tumor margin, targetoid appearance, and the absence of mosaic architecture are significant predictors of hepatocellular carcinoma with progenitor phenotype. • Quantitative analyses using whole-lesion histogram analysis provides additional information for the prediction of hepatocellular carcinoma with progenitor phenotype. • Noninvasive prediction of hepatocellular carcinoma with progenitor phenotype can be achieved with high accuracy by integrated interpretation of clinical information and qualitative and quantitative imaging analyses.

Indexed as

AdultAgedAged, 80 and overCarcinoma, HepatocellularContrast MediaEpithelial Cell Adhesion MoleculeFemaleGadolinium DTPAHumansKeratin-19Liver NeoplasmsMagnetic Resonance ImagingMaleMiddle AgedMultivariate AnalysisNomogramsContrast MediaEPCAM protein, humanEpithelial Cell Adhesion MoleculeGadolinium DTPAgadolinium ethoxybenzyl DTPAKeratin-19KRT19 protein, humanCytokeratin 19Epithelial cell adhesion moleculeHepatocellular carcinomaMagnetic resonance imagingNomogram

Identifiers

What OpenQuestion holds

Textmetadata
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.