A novel CT-based normalization strategy using lesion-to-spleen density ratios for renal mass characterization

IF 2.3 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Oguzhan Akpinar, Anil Erkan, Alper Keskin, Muhammet Guzelsoy
{"title":"A novel CT-based normalization strategy using lesion-to-spleen density ratios for renal mass characterization","authors":"Oguzhan Akpinar,&nbsp;Anil Erkan,&nbsp;Alper Keskin,&nbsp;Muhammet Guzelsoy","doi":"10.1007/s00261-026-05534-w","DOIUrl":null,"url":null,"abstract":"<div><h3>Purpose</h3><p>Accurate preoperative characterization of renal masses remains a major clinical challenge, as a substantial proportion of surgically resected lesions ultimately prove to be benign. Absolute Hounsfield unit (HU) measurements on contrast-enhanced computed tomography (CT) are widely used but are vulnerable to technical and patient-related variability. This study aimed to introduce and evaluate a novel CT-based normalization strategy using lesion-to-organ HU ratios to improve differentiation between benign and malignant renal masses and to explore its performance across renal cell carcinoma (RCC) subtypes.</p><h3>Methods</h3><p>This retrospective single-center study included 248 patients with histopathologically confirmed renal tumors who underwent multiphasic CT. Attenuation values were measured from the lesion, contralateral renal cortex, and spleen on both non-contrast and contrast-enhanced images. Lesion-to-kidney (LK) and lesion-to-spleen (LS) HU ratios were calculated. Diagnostic performance was evaluated using receiver operating characteristic (ROC) analysis, and predictors of malignancy were assessed with univariate and multivariate logistic regression. Subgroup analysis was performed across RCC subtypes.</p><h3>Results</h3><p>Both contrast-enhanced lesion-to-kidney (CE-LK) and lesion-to-spleen (CE-LS) HU ratios differed significantly between benign and malignant lesions (<i>p</i> &lt; 0.01). The CE-LK HU ratio demonstrated excellent diagnostic performance (AUC = 0.914), achieving 83.8% sensitivity and 100% specificity at a cut-off of ≤ 0.76. The CE-LS HU ratio showed similarly high accuracy (AUC = 0.883), with 87.4% sensitivity and 87.5% specificity at a cut-off of ≤ 0.89. In multivariate analysis adjusting for lesion size and absolute enhancement, only the CE-LS HU ratio remained an independent predictor of malignancy (OR = 36.9, <i>p</i> = 0.004). Subtype analysis revealed that papillary RCC exhibited significantly lower CE-LS HU ratios compared with clear cell RCC (<i>p</i> = 0.020), while no significant differences were observed between chromophobe RCC and other subtypes.</p><h3>Conclusion</h3><p>Lesion-to-spleen HU normalization is a simple, reproducible, and broadly applicable CT-based approach that enhances renal mass characterization and may aid in reducing unnecessary surgical interventions.</p></div>","PeriodicalId":7126,"journal":{"name":"Abdominal Radiology","volume":"51 11","pages":"5601 - 5608"},"PeriodicalIF":2.3000,"publicationDate":"2026-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Abdominal Radiology","FirstCategoryId":"3","ListUrlMain":"https://link.springer.com/article/10.1007/s00261-026-05534-w","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
引用次数: 0

Abstract

Purpose

Accurate preoperative characterization of renal masses remains a major clinical challenge, as a substantial proportion of surgically resected lesions ultimately prove to be benign. Absolute Hounsfield unit (HU) measurements on contrast-enhanced computed tomography (CT) are widely used but are vulnerable to technical and patient-related variability. This study aimed to introduce and evaluate a novel CT-based normalization strategy using lesion-to-organ HU ratios to improve differentiation between benign and malignant renal masses and to explore its performance across renal cell carcinoma (RCC) subtypes.

Methods

This retrospective single-center study included 248 patients with histopathologically confirmed renal tumors who underwent multiphasic CT. Attenuation values were measured from the lesion, contralateral renal cortex, and spleen on both non-contrast and contrast-enhanced images. Lesion-to-kidney (LK) and lesion-to-spleen (LS) HU ratios were calculated. Diagnostic performance was evaluated using receiver operating characteristic (ROC) analysis, and predictors of malignancy were assessed with univariate and multivariate logistic regression. Subgroup analysis was performed across RCC subtypes.

Results

Both contrast-enhanced lesion-to-kidney (CE-LK) and lesion-to-spleen (CE-LS) HU ratios differed significantly between benign and malignant lesions (p < 0.01). The CE-LK HU ratio demonstrated excellent diagnostic performance (AUC = 0.914), achieving 83.8% sensitivity and 100% specificity at a cut-off of ≤ 0.76. The CE-LS HU ratio showed similarly high accuracy (AUC = 0.883), with 87.4% sensitivity and 87.5% specificity at a cut-off of ≤ 0.89. In multivariate analysis adjusting for lesion size and absolute enhancement, only the CE-LS HU ratio remained an independent predictor of malignancy (OR = 36.9, p = 0.004). Subtype analysis revealed that papillary RCC exhibited significantly lower CE-LS HU ratios compared with clear cell RCC (p = 0.020), while no significant differences were observed between chromophobe RCC and other subtypes.

Conclusion

Lesion-to-spleen HU normalization is a simple, reproducible, and broadly applicable CT-based approach that enhances renal mass characterization and may aid in reducing unnecessary surgical interventions.

一种新的基于ct的归一化策略,使用病灶与脾脏密度比进行肾脏肿块表征。
目的:准确的术前肾肿块特征仍然是一个主要的临床挑战,因为很大一部分手术切除的病变最终被证明是良性的。对比度增强计算机断层扫描(CT)上的绝对霍斯菲尔德单位(HU)测量被广泛使用,但容易受到技术和患者相关变化的影响。本研究旨在介绍和评估一种新的基于ct的标准化策略,利用病变与器官的HU比率来提高良性和恶性肾肿块的区分,并探讨其在肾细胞癌(RCC)亚型中的表现。方法:本回顾性单中心研究纳入248例经组织病理学证实的肾肿瘤患者,并行多期CT检查。在非对比和增强图像上测量病变、对侧肾皮质和脾脏的衰减值。计算病变与肾(LK)和病变与脾(LS)的比值。采用受试者工作特征(ROC)分析评估诊断效果,采用单因素和多因素logistic回归评估恶性肿瘤的预测因子。对RCC亚型进行亚组分析。结果:对比增强的病变与肾脏(CE-LK)和病变与脾脏(CE-LS) HU比值在良恶性病变之间均有显著差异(p)。结论:病变与脾脏HU归一化是一种简单、可重复、广泛适用的基于ct的方法,可增强肾脏肿块特征,并有助于减少不必要的手术干预。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Abdominal Radiology
Abdominal Radiology Medicine-Radiology, Nuclear Medicine and Imaging
CiteScore
5.20
自引率
8.30%
发文量
334
期刊介绍: Abdominal Radiology seeks to meet the professional needs of the abdominal radiologist by publishing clinically pertinent original, review and practice related articles on the gastrointestinal and genitourinary tracts and abdominal interventional and radiologic procedures. Case reports are generally not accepted unless they are the first report of a new disease or condition, or part of a special solicited section. Reasons to Publish Your Article in Abdominal Radiology: · Official journal of the Society of Abdominal Radiology (SAR) · Published in Cooperation with: European Society of Gastrointestinal and Abdominal Radiology (ESGAR) European Society of Urogenital Radiology (ESUR) Asian Society of Abdominal Radiology (ASAR) · Efficient handling and Expeditious review · Author feedback is provided in a mentoring style · Global readership · Readers can earn CME credits
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书