Back to search

Article

Preoperative CT Habitat Analysis for Predicting WHO/ISUP Grade in Clear Cell Renal Cell Carcinoma: A Multicenter Study

2026-04-28

Abstract excerpt

<title>Abstract</title> <p>Purpose To develop and validate a preoperative contrast-enhanced CT–based approach that leverages intratumoral spatial heterogeneity to predict WHO/ISUP grading and prognosis in clear cell renal cell carcinoma (ccRCC). Methods This multicenter retrospective study included 704 patients with pathologically confirmed ccRCC (483 low-grade and 221 high-grade). Patients from SYUCC (n = 308)...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
942e738d-23b4-5a42-afaa-1427a15316bf
DOI
10.21203/rs.3.rs-9303146/v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Preoperative CT Habitat Analysis for Predicting WHO/ISUP Grade in Clear Cell Renal Cell Carcinoma: A Multicenter StudyDOI 10.21203/rs.3.rs-9303146/v1
A spatial multi-omic portrait of survival outcome for clear cell renal cell carcinomaSemantic proximity
Identification of clear cell renal cell carcinoma subtypes by integrating radiomics and transcriptomicsSemantic proximity
Clinical value and in vitro validation of gene and molecular subtype identification in renal clear cell carcinomaSemantic proximity
Recognizing the Continuous Nature of Expression Heterogeneity and Clinical Outcomes in Clear Cell Renal Cell CarcinomaSemantic proximity
A radiogenomics biomarker based on immunological heterogeneity for non-invasive prognosis of renal clear cell carcinomaSemantic proximity
Deep visual multi-omics profiling reveals mechanisms that underlie cancer cell differentiation and aggressiveness in clear cell renal cell carcinomaSemantic proximity
Integrative Analysis of Histological Textures and Lymphocyte Infiltration in Renal Cell Carcinoma using Deep LearningSemantic proximity
Macroscopic Color Variation in Clear Cell Renal Cell Carcinoma: A Novel Prognostic Indicator Reflecting the Tumor MicroenvironmentSemantic proximity
Tissue as Landscape: An Interpretable Ecological Framework for Quantifying Whole-Slide Spatial Architecture and Cancer PrognosisSemantic proximity
Distinct spatial landscapes in clear-cell renal cell carcinoma as revealed by whole transcriptome analysisSemantic proximity
Identifying molecular genetic features and oncogenic pathways of clear cell renal cell carcinoma through the anatomical (PADUA) scoring system.Semantic proximity
Unravelling infiltrating T‐cell heterogeneity in kidney renal clear cell carcinoma: Integrative single‐cell and spatial transcriptomic profilingSemantic proximity
Select a neighboring publication to make it the new centre.