Renal cell carcinoma: Associations between tumor imaging features and epidemiological risk factors Journal Article


Authors: Hötker, A. M.; Karlo, C. A.; Di Paolo, P. L.; Zheng, J.; Moskowitz, C. S.; Russo, P.; Hricak, H.; Akin, O.
Article Title: Renal cell carcinoma: Associations between tumor imaging features and epidemiological risk factors
Abstract: Purpose: To investigate associations between imaging features of tumors and age, gender and body mass index (BMI) in patients with renal cell carcinoma. Method: This IRB-approved, HIPAA-compliant study included 1348 patients with histopathologically confirmed renal cell carcinoma of the clear cell subtype (ccRCC, n = 904) or non-clear cell subtype (n = 444), who underwent pre-treatment CT imaging less than 180 days before nephrectomy between 1999 and 2011. Two radiologists independently, retrospectively analyzed all imaging studies and identified features (necrosis, renal vein invasion, contact with renal sinus fat, multicystic appearance and nodular enhancement), which were then correlated with patient age, gender and BMI at time of surgery. Results: Inter-reader agreement on imaging features ranged from substantial to excellent (kappa: 0.688 to 0.982). In the ccRCC group, multicystic tumor appearance was significantly associated with lower patient age (p < 0.05) and lower BMI (p < 0.05); the presence of renal vein invasion was significantly associated with lower BMI in males (p < 0.05); and both tumor contact with the renal sinus and nodular enhancement were significantly associated with greater patient age (p < 0.05). In the non-clear cell RCC group, necrosis was associated with lower BMI for females (p < 0.05). Conclusions: This study demonstrated significant associations between imaging features of RCC and patient age and BMI, hinting an influence of these factors on tumor biology and genomic make-up. These findings could aid future studies in selecting patients while investigating genomic, molecular and metabolic variables in RCC and might potentially impact on future stratification and therapy of patients. © 2020 The Author(s)
Keywords: risk factors; diagnostic imaging; renal cell carcinoma; ct
Journal Title: European Journal of Radiology
Volume: 129
ISSN: 0720-048X
Publisher: Elsevier B.V  
Date Published: 2020-08-01
Start Page: 109096
Language: English
DOI: 10.1016/j.ejrad.2020.109096
PUBMED: 32559590
PROVIDER: scopus
PMCID: PMC8423027
DOI/URL:
Notes: Article -- Export Date: 1 July 2020 -- Source: Scopus
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MSK Authors
  1. Junting Zheng
    188 Zheng
  2. Paul Russo
    569 Russo
  3. Chaya S. Moskowitz
    254 Moskowitz
  4. Hedvig Hricak
    406 Hricak
  5. Oguz Akin
    254 Akin