{"title":"Preoperative non-contrast CT-derived adiposity quantity and attenuation predict recurrence-free survival after nephrectomy for localized clear cell renal cell carcinoma.","authors":"Zhongwei Ma, Le Kang, Yanghuang Zheng, Meiwei Gong, Xiaoshan Li, Junhai Ma, Panfeng Shang","doi":"10.1007/s11255-026-05137-w","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>To assess whether preoperative non-contrast CT-derived adiposity quantity and attenuation are independently associated with recurrence-free survival (RFS) after surgery for localized clear cell renal cell carcinoma (ccRCC).</p><p><strong>Methods: </strong>We performed a single-center retrospective cohort study of adults with pathologically confirmed ccRCC who underwent upfront partial or radical nephrectomy and had preoperative non-contrast abdominal CT within 30 days. A single mid-L3 axial slice was segmented for subcutaneous (SAT) and visceral adipose tissue (VAT) using predefined thresholds (SAT-190 to -30 HU; VAT-150 to-50 HU). Adiposity indices were normalized by height squared (SATI, VATI), and mean SAT/VAT attenuation (HU) was recorded. RFS was defined as time from surgery to first documented local/regional recurrence or distant metastasis. Multi-variable Cox models were adjusted for age, sex, chronic disease history, tumor diameter, surgery type, and WHO/ISUP grade; continuous predictors were standardized (per 1-SD). Incremental prognostic performance beyond the clinicopathologic base model was assessed using Harrell's C-index.</p><p><strong>Results: </strong>Among 598 patients, 151 (25.3%) developed recurrence/metastasis. Higher SATI and VATI were associated with longer RFS in separate adjusted models (per 1-SD: SATI HR 0.55, 95% CI 0.44-0.68; VATI HR 0.63, 0.53-0.76). Higher (less negative) attenuation was associated with shorter RFS in separate adjusted models (SAT HU HR 1.29, 1.12-1.48; VAT HU HR 1.40, 1.21-1.60). In joint models, the SATI association remained robust, whereas VATI and VAT attenuation were attenuated. The apparent C-index of the clinicopathologic base model improved from 0.667 to 0.707 after adding SATI and to 0.713 after adding SATI + VATI.</p><p><strong>Conclusion: </strong>Routine preoperative non-contrast CT measures of adiposity quantity, and to a lesser extent attenuation, provide prognostic information for postoperative RFS in localized ccRCC. In this localized surgery-treated cohort, SATI was the most stable independent marker and modestly improved discrimination beyond clinicopathologic factors.</p>","PeriodicalId":14454,"journal":{"name":"International Urology and Nephrology","volume":" ","pages":""},"PeriodicalIF":1.9000,"publicationDate":"2026-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Urology and Nephrology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s11255-026-05137-w","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"UROLOGY & NEPHROLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Purpose: To assess whether preoperative non-contrast CT-derived adiposity quantity and attenuation are independently associated with recurrence-free survival (RFS) after surgery for localized clear cell renal cell carcinoma (ccRCC).
Methods: We performed a single-center retrospective cohort study of adults with pathologically confirmed ccRCC who underwent upfront partial or radical nephrectomy and had preoperative non-contrast abdominal CT within 30 days. A single mid-L3 axial slice was segmented for subcutaneous (SAT) and visceral adipose tissue (VAT) using predefined thresholds (SAT-190 to -30 HU; VAT-150 to-50 HU). Adiposity indices were normalized by height squared (SATI, VATI), and mean SAT/VAT attenuation (HU) was recorded. RFS was defined as time from surgery to first documented local/regional recurrence or distant metastasis. Multi-variable Cox models were adjusted for age, sex, chronic disease history, tumor diameter, surgery type, and WHO/ISUP grade; continuous predictors were standardized (per 1-SD). Incremental prognostic performance beyond the clinicopathologic base model was assessed using Harrell's C-index.
Results: Among 598 patients, 151 (25.3%) developed recurrence/metastasis. Higher SATI and VATI were associated with longer RFS in separate adjusted models (per 1-SD: SATI HR 0.55, 95% CI 0.44-0.68; VATI HR 0.63, 0.53-0.76). Higher (less negative) attenuation was associated with shorter RFS in separate adjusted models (SAT HU HR 1.29, 1.12-1.48; VAT HU HR 1.40, 1.21-1.60). In joint models, the SATI association remained robust, whereas VATI and VAT attenuation were attenuated. The apparent C-index of the clinicopathologic base model improved from 0.667 to 0.707 after adding SATI and to 0.713 after adding SATI + VATI.
Conclusion: Routine preoperative non-contrast CT measures of adiposity quantity, and to a lesser extent attenuation, provide prognostic information for postoperative RFS in localized ccRCC. In this localized surgery-treated cohort, SATI was the most stable independent marker and modestly improved discrimination beyond clinicopathologic factors.
期刊介绍:
International Urology and Nephrology publishes original papers on a broad range of topics in urology, nephrology and andrology. The journal integrates papers originating from clinical practice.