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Chen W, Tanaka H, Kobayashi M, Fukuda S, Nakayama A, Meagher MF, Greenwald R, Schmeusser B, Nicase E, Waseda Y, Yoshida S, Derweesh IH, Master VA, Fujii Y, Saito K. Development and validation of nomograms and integrated software incorporating preoperative C-reactive protein level for prognostic prediction of nonmetastatic clear cell renal cell carcinoma: Results from the International Marker Consortium for Renal Cancer (INMARC) Registry. World J Urol 2025; 43:63. [PMID: 39786437 DOI: 10.1007/s00345-024-05421-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Accepted: 12/16/2024] [Indexed: 01/12/2025] Open
Abstract
PURPOSE Preoperative C-reactive protein (CRP) is a valuable prognostic biomarker in nonmetastatic clear cell renal cell carcinoma (nmccRCC). Incorporation of CRP into prognostic models may improve the prediction of oncologic outcomes. Herein, we aimed to develop and validate prognostic nomograms and an integrated software incorporating preoperative CRP level in nmccRCC. METHODS An international multi-institutional database was retrospectively analyzed for nmccRCC patients undergoing surgery. A total of 2284 patients were enrolled and randomly allocated to training (n = 1599, 70%) and validation (n= 685, 30%) cohorts. Nomograms predicting overall survival (OS), cancer-specific survival (CSS), and recurrence-free survival (RFS) were developed in the training cohort using multivariable Cox regression, including preoperative CRP levels and other clinical factors. An integrated software was also created. The validation cohort was used to assess the performance of these nomograms. RESULTS Following a median follow-up of 5.9 years, 318 (13.92%) patients died of any cause, 109 (4.77%) died of renal cancer, and 282 (12.35%) developed recurrence. The median (interquartile range) preoperative CRP level was 1.90 (0.80-5.68) mg/L. A high CRP level was independently associated with worse OS, CSS, and RFS. The nomograms and integrated software incorporating CRP significantly improved prediction accuracy compared with CRP alone. The C-indices for nomograms were 0.74 (95%CI, 0.69-0.80) for OS, 0.87 (0.82-0.93) for CSS, and 0.77 (0.71-0.82) for RFS in the validation cohort. Acceptable calibration was demonstrated at 12/36/60 months for OS, CSS, and RFS. CONCLUSIONS The prognostic nomograms and the user-friendly integrated software incorporating preoperative CRP level may facilitate individualized risk stratification and treatment planning for patients with nmccRCC.
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Affiliation(s)
- Wei Chen
- Department of Urology, Institute of Science Tokyo, 1-5-45 Yushima, Bunkyo-Ku, Tokyo, 113-8519, Japan
| | - Hajime Tanaka
- Department of Urology, Institute of Science Tokyo, 1-5-45 Yushima, Bunkyo-Ku, Tokyo, 113-8519, Japan.
| | - Masaki Kobayashi
- Department of Urology, Institute of Science Tokyo, 1-5-45 Yushima, Bunkyo-Ku, Tokyo, 113-8519, Japan
| | - Shohei Fukuda
- Department of Urology, Institute of Science Tokyo, 1-5-45 Yushima, Bunkyo-Ku, Tokyo, 113-8519, Japan
| | - Akinori Nakayama
- Department of Urology, Dokkyo Medical University Saitama Medical Center, Saitama, Japan
| | - Margaret F Meagher
- Department of Urology, University of California San Diego School of Medicine, La Jolla, CA, USA
| | - Rachel Greenwald
- Department of Urology, Emory University School of Medicine, Atlanta, GA, USA
| | - Benjamin Schmeusser
- Department of Urology, Emory University School of Medicine, Atlanta, GA, USA
| | - Edouard Nicase
- Department of Urology, Emory University School of Medicine, Atlanta, GA, USA
| | - Yuma Waseda
- Department of Urology, Institute of Science Tokyo, 1-5-45 Yushima, Bunkyo-Ku, Tokyo, 113-8519, Japan
| | - Soichiro Yoshida
- Department of Urology, Institute of Science Tokyo, 1-5-45 Yushima, Bunkyo-Ku, Tokyo, 113-8519, Japan
| | - Ithaar H Derweesh
- Department of Urology, University of California San Diego School of Medicine, La Jolla, CA, USA
| | - Viraj A Master
- Department of Urology, Emory University School of Medicine, Atlanta, GA, USA
| | - Yasuhisa Fujii
- Department of Urology, Institute of Science Tokyo, 1-5-45 Yushima, Bunkyo-Ku, Tokyo, 113-8519, Japan
| | - Kazutaka Saito
- Department of Urology, Dokkyo Medical University Saitama Medical Center, Saitama, Japan
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Yoshitomi KK, Komai Y, Yamamoto T, Fukagawa E, Hamada K, Yoneoka Y, Fujiwara M, Fujiwara R, Oguchi T, Numao N, Yuasa T, Yamamoto S, Fukui I, Yonese J. Improving accuracy, reliability, and efficiency of the RENAL nephrometry score with 3D reconstructed virtual imaging. Urology 2022; 164:286-292. [PMID: 35093400 DOI: 10.1016/j.urology.2022.01.024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 12/27/2021] [Accepted: 01/17/2022] [Indexed: 12/01/2022]
Abstract
OBJECTIVE To clarify the diagnostic performance of the three-dimensional reconstructed virtual image (3D-RVI) in evaluating RENAL nephrometry score (RENAL-NS). METHODS This study included 130 patients who underwent preoperative contrast-enhanced computed tomography (CECT) followed by partial nephrectomy for renal tumors suggestive of renal cell carcinoma. RENAL-NS was calculated prior to the surgery, and tumor resection was performed referring to the score. We retrospectively reviewed preoperative CECT images. We calculated the inter-observer variability of RENAL-NS using 3D-RVI versus two-dimensional (2D) imaging and compared the ability of RENAL-NS using 3D-RVI versus 2D imaging to predict the risk of opening of the urinary collecting system. We also compared the two modalities for the time required to evaluate RENAL-NS. RESULTS RENAL-NS evaluated using 3D-RVI showed a higher inter-observer agreement compared to 2D-imaging (rs = 0.85 vs. rs = 0.65). The "nearness to sinus" score was more strongly associated with the opening of the urinary collecting system when evaluated using 3D-RVI than 2D-imaging (AUC = 0.71 vs AUC = 0.57, p = 0.016). RENAL-NS using 2D-imaging required a significantly longer time compared to 3D-RVI (p = 0.036). CONCLUSIONS Using 3D-RVI improves the accuracy, reliability and efficiency of RENAL-NS evaluation in preoperative assessment and can play an important role in preoperative assessment and intraoperative navigation.
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Affiliation(s)
- Kasumi Kaneko Yoshitomi
- Department of Urology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Yoshinobu Komai
- Department of Urology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan.
| | - Tatsuya Yamamoto
- Department of Diagnostic Radiology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Eri Fukagawa
- Department of Urology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Kosuke Hamada
- Department of Urology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Yusuke Yoneoka
- Department of Urology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Motohiro Fujiwara
- Department of Urology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Ryo Fujiwara
- Department of Urology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Tomohiko Oguchi
- Department of Urology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Noboru Numao
- Department of Urology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Takeshi Yuasa
- Department of Urology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Shinya Yamamoto
- Department of Urology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Iwao Fukui
- Department of Urology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Junji Yonese
- Department of Urology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
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Planz VB, Lubner MG, Pickhardt PJ. Volumetric analysis at abdominal CT: oncologic and non-oncologic applications. Br J Radiol 2018; 92:20180631. [PMID: 30457881 DOI: 10.1259/bjr.20180631] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Volumetric analysis is an objective three-dimensional assessment of a lesion or organ that may more accurately depict the burden of complex objects compared to traditional linear size measurement. Small changes in linear size are amplified by corresponding changes in volume, which could have significant clinical implications. Though early methods of calculating volumes were time-consuming and laborious, multiple software platforms are now available with varying degrees of user-software interaction ranging from manual to fully automated. For the assessment of primary malignancy and metastatic disease, volumetric measurements have shown utility in the evaluation of disease burden prior to and following therapy in a variety of cancers. Additionally, volume can be useful in treatment planning prior to resection or locoregional therapies, particularly for hepatic tumours. The utility of CT volumetry in a wide spectrum of non-oncologic pathology has also been described. While clear advantages exist in certain applications, some data have shown that volume is not always the superior method of size assessment and the associated labor intensity may not be worthwhile. Further, lack of uniformity among software platforms is a challenge to widespread implementation. This review will discuss CT volumetry and its potential oncologic and non-oncologic applications in abdominal imaging, as well as advantages and limitations to this quantitative technique.
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Affiliation(s)
| | | | - Perry J Pickhardt
- 1 Department of Radiology, The University of Wisconsin School of Medicine & Public Health , Madison, WI , USA
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Abreu LADS, Damasceno-Ferreira JA, Monteiro ME, Pereira-Sampaio MA, Sampaio FJB, de Souza DB. Volume and Shape Assessment of Renal Radiofrequency Ablation Lesion. Urology 2018; 116:229.e7-229.e11. [PMID: 29578042 DOI: 10.1016/j.urology.2018.03.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2017] [Revised: 02/20/2018] [Accepted: 03/09/2018] [Indexed: 01/20/2023]
Abstract
OBJECTIVE To evaluate the microscopic characteristics and quantify the volume of a radiofrequency ablation (RFA) lesion. METHODS Ten male pigs were submitted to laparoscopic RFA. An RFA needle was introduced in the lower pole of the left kidney to create a lesion expected to be a sphere of 2.0 cm diameter. The animals were followed up for 21 days. Kidneys were weighed and the volume was assessed using Scherle's method. Cavalieri's principle was used to assess the RFA volume, and sphericity was calculated to assess RFA lesion. One sample t test was used to compare RFA volume with the volume of a sphere of 2.0 cm diameter, and sphericity to hypothetical values of a sphere and an icosahedron. Fragments of RFA region were histologically evaluated. RESULTS Three animals developed postoperative complications and were excluded from the analyses. There was no difference in the mean weight and volume between right and left kidneys following RFA. The mean total volume of RFA injury was 3.44 cm3. There was no difference in the RFA volume in comparison with hypothetical volumes of a sphere and an icosahedron of 2.0 cm diameter. Sphericity of the RFA injury was not similar with a sphere; however, it was similar to an icosahedron. Histology revealed areas of coagulation necrosis, fibrosis, and inflammatory mononuclear infiltration. Areas with normal tissue were also observed. CONCLUSION The volume of injury caused by RFA was as expected and its shape was comparable with an icosahedron. Microscopic evaluation revealed areas of normal-appearing tissue.
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Affiliation(s)
- Leonardo Albuquerque Dos Santos Abreu
- Urogenital Research Unit, State University of Rio de Janeiro, Rio de Janeiro, Brazil; Faculty of Medicine, Estacio de Sá University, Rio de Janeiro, Brazil
| | - José Aurelino Damasceno-Ferreira
- Urogenital Research Unit, State University of Rio de Janeiro, Rio de Janeiro, Brazil; Department of Veterinary Clinical Pathology, Fluminense Federal University, Niterói, Brazil
| | - Maria Eduarda Monteiro
- Department of Veterinary Medicine, University Center Serra dos Órgãos, Teresópolis, Brazil
| | - Marco Aurélio Pereira-Sampaio
- Urogenital Research Unit, State University of Rio de Janeiro, Rio de Janeiro, Brazil; Department of Morphology, Fluminense Federal University, Niteroi, Brazil
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