Added diagnostic value of pseudocapsule and ADC heterogeneity beyond ccLS v2.0 in small renal masses.

IF 2.2
Uluhan Eryuruk, Merve Nur Tasdemir, Esra Pinar, Ramazan Orkun Onder, Serdar Aslan
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引用次数: 0

Abstract

Objective: To identify which multiparametric MRI parameters provide independent diagnostic value for clear cell renal cell carcinoma (ccRCC) beyond the clear cell likelihood score (ccLS) version 2.0 in small renal masses (SRMs), and to determine whether their addition improves discriminative performance.

Methods: This retrospective single-center study included patients with surgically confirmed SRMs (≤ 4 cm, > 25% enhancing component, no macroscopic fat) who underwent preoperative 1.5 T multiparametric MRI between September 2021 and May 2025. Two blinded radiologists of differing experience independently assigned ccLS v2.0 and evaluated qualitative and quantitative MR features. Univariate and multivariate logistic regression identified independent predictors; ROC analysis with the DeLong test assessed the added value of an augmented model over ccLS alone, with calibration and decision-curve analysis. Inter-reader agreement was quantified using Cohen's κ, quadratic-weighted κ, and the intraclass correlation.

Results: Of 817 patients, 108 eligible SRMs (64 ccRCC) across 102 patients were analyzed. At a cutoff of ≥ 4, ccLS v2.0 yielded AUCs of 0.837 (Reader 1) and 0.834 (Reader 2). On multivariate analysis with ccLS entered as a covariate, pseudocapsule and normalized ADC standard deviation (nADCsd) were the independent predictors of ccRCC in both readers, with pseudocapsule the strongest binary predictor (OR 6.96, p = 0.003; OR 4.25, p = 0.015). Adding pseudocapsule and nADCsd to the ccLS score significantly improved discrimination (Reader 1: AUC 0.905 vs. 0.837, p = 0.032; Reader 2: 0.882 vs. 0.834, p = 0.048); after bootstrap optimism correction, the improvement persisted (corrected AUC 0.890 and 0.872), with favorable calibration and net benefit on decision-curve analysis. Within the indeterminate ccLS = 3 subgroup, pseudocapsule was present in 100% and 90% of ccRCC lesions versus 22% and 31% of non-ccRCC lesions, and nADCsd was the only quantitative feature significant in both readers. Pseudocapsule showed excellent inter-reader agreement (κ = 0.862) and nADCsd good agreement (ICC 0.755).

Conclusion: Pseudocapsule presence and nADCsd independently predicted ccRCC beyond ccLS v2.0 and provided significant added value, particularly in indeterminate ccLS = 3 lesions, pending multicenter validation.

增加假包膜和ADC异质性在ccLS v2.0以外对小肾肿块的诊断价值。
目的:确定在小肾肿块(SRMs)中,除透明细胞可能性评分(ccLS) 2.0版本外,哪些多参数MRI参数对透明细胞肾细胞癌(ccRCC)有独立的诊断价值,并确定这些参数的增加是否提高了鉴别性能。方法:这项回顾性单中心研究纳入了2021年9月至2025年5月术前接受1.5 T多参数MRI检查的手术证实的SRMs(≤4 cm, > 25%增强成分,无宏观脂肪)患者。两位不同经验的盲法放射科医生独立分配ccLS v2.0,并评估定性和定量MR特征。单因素和多因素logistic回归确定独立预测因子;使用DeLong检验的ROC分析评估了增强模型相对于单独ccLS的附加价值,并进行了校准和决策曲线分析。使用Cohen’s κ、二次加权κ和类内相关性来量化读者间一致性。结果:在817例患者中,分析了102例患者中108例符合条件的srm(64例ccRCC)。在临界值≥4时,ccLS v2.0的auc分别为0.837 (Reader 1)和0.834 (Reader 2)。在以ccLS作为协变量的多变量分析中,伪胶囊和归一化ADC标准差(nADCsd)是两种读者ccRCC的独立预测因子,其中伪胶囊是最强的二元预测因子(OR 6.96, p = 0.003; OR 4.25, p = 0.015)。在ccLS评分中加入假胶囊和nADCsd可显著提高辨别力(Reader 1: AUC 0.905 vs. 0.837, p = 0.032; Reader 2: 0.882 vs. 0.834, p = 0.048);自举乐观修正后,改善持续(修正后的AUC分别为0.890和0.872),对决策曲线分析具有良好的校准和净效益。在不确定的ccLS = 3亚组中,100%和90%的ccRCC病变存在假包膜,而22%和31%的非ccRCC病变存在假包膜,nADCsd是两种读者中唯一显著的定量特征。Pseudocapsule具有良好的读间一致性(κ = 0.862), nADCsd具有良好的一致性(ICC 0.755)。结论:假胶囊的存在和nADCsd独立预测ccLS v2.0之后的ccRCC,并提供了显著的附加价值,特别是在不确定的ccLS = 3病变中,有待多中心验证。
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