Evidence map›Paper›PMID 41953399›Full record

ArticleHuman mutation2026

Integrated Radiomics Model Combining Diffusion Kurtosis Imaging and Dynamic Contrast-Enhanced MRI for Predicting TERT Promoter Mutation Status in Gliomas.

Song Gao, Shenao Zhang, Yinjiao Wang, Lang Chen, Aihong Cao, Peng Du

Abstract read
In one paragraph

Article in Human mutation, 2026. 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. Review
  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

6 authors.

Song GaoDepartment of Radiology, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China, xzmc.edu.cn.ORCID https://orcid.org/0009-0008-1141-0968
Shenao ZhangDepartment of Radiology, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China, xzmc.edu.cn.ORCID https://orcid.org/0009-0006-5083-606X
Yinjiao WangDepartment of Radiology, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China, xzmc.edu.cn.ORCID https://orcid.org/0009-0006-7852-8894
Lang ChenDepartment of Radiology, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China, xzmc.edu.cn.ORCID https://orcid.org/0009-0000-9640-9158
Aihong CaoDepartment of Radiology, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China, xzmc.edu.cn.ORCID https://orcid.org/0009-0001-2151-5957
Peng DuDepartment of Radiology, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China, xzmc.edu.cn.ORCID https://orcid.org/0000-0002-6970-1329

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: The purpose of this study is to investigate the value of a radiomics model based on diffusion kurtosis imaging (DKI) and dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) for preoperative prediction of telomerase reverse transcriptase (TERT) promoter mutation status in gliomas. Methods: This retrospective study included 126 patients with pathologically confirmed gliomas who underwent TERT promoter mutation testing between January 2020 and June 2025. All patients underwent preoperative multiparametric MRI including DKI and DCE-MRI sequences. Patients were randomly divided into training ( Results: Significant differences in DKI and DCE-MRI parameters were observed between TERT promoter mutant and wild-type gliomas ( Conclusion: The integrated multiparametric radiomics model combining DKI and DCE-MRI enables noninvasive preoperative prediction of TERT promoter mutation status in gliomas with high accuracy. The combined approach demonstrates superior predictive performance and clinical utility compared to single-modality imaging, providing valuable imaging biomarkers for molecular stratification and personalized treatment planning in glioma patients.

Indexed as

Brain NeoplasmsDiffusion Tensor ImagingGliomaMutationPromoter Regions, GeneticTelomeraseAdultAgedDiffusion Magnetic Resonance ImagingDynamic Contrast Enhanced Magnetic Resonance ImagingFemaleHumansMaleMiddle AgedRadiomicsRetrospective StudiesTelomeraseTERT protein, humandiffusion kurtosis imagingdynamic contrast-enhanced magnetic resonance imaginggliomapromoter mutationradiomicstelomerase reverse transcriptase

Identifiers

PMID41953399
PMCPMC13054231

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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.