A Nomogram Including Sarcopenia for Predicting Progression-Free Survival in Patients with Localized Papillary Renal Cell Carcinoma: A Retrospective Cohort Study

被引:1
作者
Su, Wenhui [1 ]
Wu, Yukun [1 ]
Liao, Shufen [2 ]
Zhang, Zhiqiang [3 ]
Zhang, Yubing [1 ]
Ou, Wei [1 ]
Yu, Jiajie [4 ]
Xiang, Fangzheng [1 ]
Luo, Cheng [1 ]
Zheng, Fufu [1 ]
机构
[1] Sun Yat Sen Univ, Affiliated Hosp 1, Dept Urol, Guangzhou, Peoples R China
[2] Sun Yat Sen Univ, Affiliated Hosp 1, Dept Anesthesia Surg Ctr, Guangzhou, Peoples R China
[3] Sun Yat Sen Univ, Affiliated Hosp 7, Dept Urol, Shenzhen, Peoples R China
[4] Sun Yat Sen Univ, Affiliated Hosp 1, Dept Androl, Guangzhou, Peoples R China
关键词
Papillary renal cell carcinoma; Sarcopenia; Body composition; Nomogram; Prognosis; BODY-MASS INDEX; CANCER; MORTALITY; MARKERS; OBESITY; TYPE-2;
D O I
10.1245/s10434-024-15666-2
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundBecause of to the removal of subclassification of papillary renal cell carcinoma (pRCC), the survival prognostification of localized pRCC after surgical treatment became inadequate. Sarcopenia was widely evaluated and proved to be a predictive factor for prognosis in RCC patients. Therefore, we comprehensively investigated the survival prediction of the body composition parameters for localized pRCC.MethodsPatients pathologically diagnosed with pRCC between February 2012 and February 2022 in our center were enrolled. The body composition parameters, including skeletal muscle index (SMI), subcutaneous adipose tissue (SAT), and perirenal adipose tissue (PRAT), were measured by the images of preoperative computed tomography (CT). The primary outcome was set as progression-free survival (PFS), and the cutoff values of body composition parameters were calculated by using the Youden from receiver operating characteristic curve (ROC) curves. Univariate and multivariate Cox proportional regression analyses were performed to explore independent risk factors for survival prediction. Then, significant factors were used to construct a prognostic nomogram. The performance of the nomogram was evaluated by Harrell's C-index, calibration curves and time-dependent ROC curves.ResultsA total of 105 patients were enrolled for analysis. With a median follow-up time of 30.48 months, 25 (23.81%) patients experienced cancer progression. The percentage of sarcopenia was 74.29%. Univariate Cox analysis identified that gender, PRAT, SAT, skeletal muscle (SM), sarcopenia, surgical technique, and tumor diameter were associated with progression. Further multivariate analysis showed that sarcopenia (hazard ratio [HR] 0.15, 95% confidence interval [CI] 0.03-0.66), SAT (HR 6.36, 95% CI 2.39-16.93), PRAT (HR 4.66, 95% CI 1.77-12.27), tumor diameter (HR 0.35, 95% CI 0.14-0.86), and surgical technique (HR 2.85, 95% CI 1.06-7.64) were independent risk factors for cancer progression. Then, a prognostic nomogram based on independent risk factors was constructed and the C-index for progression prediction was 0.831 (95% CI 0.761-0.901), representing a reasonable discrimination, the calibration curves, and the time-dependent ROC curves verified the good performance of the nomogram.ConclusionsA prognostic nomogram, including sarcopenia, SAT, PRAT, tumor diameter, and surgical technique, was constructed to calculate the probability of progression for localized pRCC patients and needs further external validation for clinical use in the future.
引用
收藏
页码:5815 / 5826
页数:12
相关论文
共 37 条
[1]   Papillary Renal Cell Carcinoma (PRCC): An Update [J].
Akhtar, Mohammed ;
Al-Bozom, Issam A. ;
Al Hussain, Turki .
ADVANCES IN ANATOMIC PATHOLOGY, 2019, 26 (02) :124-132
[2]  
[Anonymous], 2016, UROL ONCOL
[3]   Obesity diminishes response to PD-1-based immunotherapies in renal cancer [J].
Boi, Shannon K. ;
Orlandella, Rachael M. ;
Gibson, Justin Tyler ;
Turbitt, William James ;
Wald, Gal ;
Thomas, Lewis ;
Buchta Rosean, Claire ;
Norris, Katlyn E. ;
Bing, Megan ;
Bertrand, Laura ;
Gross, Brett P. ;
Makkouk, Amani ;
Starenki, Dmytro ;
Farag, Kristine, I ;
Sorge, Robert E. ;
Brown, James A. ;
Gordetsky, Jennifer ;
Yasin, Hesham ;
Garje, Rohan ;
Nandagopal, Lakshminarayanan ;
Weiner, George J. ;
Lubaroff, David M. ;
Arend, Rebecca C. ;
Li, Peng ;
Zakharia, Yousef ;
Yang, Eddy ;
Salem, Aliasger K. ;
Nepple, Kenneth ;
Marquez-Lago, Tatiana T. ;
Norian, Lyse A. .
JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2020, 8 (02)
[4]   The Association of Abdominal Adiposity With Mortality in Patients With Stage I-III Colorectal Cancer [J].
Brown, Justin C. ;
Caan, Bette J. ;
Prado, Carla M. ;
Feliciano, Elizabeth M. Cespedes ;
Xiao, Jingjie ;
Kroenke, Candyce H. ;
Meyerhardt, Jeffrey A. .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2020, 112 (04) :377-383
[5]   Overweight, obesity, and mortality from cancer in a prospectively studied cohort of US adults [J].
Calle, EE ;
Rodriguez, C ;
Walker-Thurmond, K ;
Thun, MJ .
NEW ENGLAND JOURNAL OF MEDICINE, 2003, 348 (17) :1625-1638
[6]   Association between Body Mass Index and Mortality for Colorectal Cancer Survivors: Overall and by Tumor Molecular Phenotype [J].
Campbell, Peter T. ;
Newton, Christina C. ;
Newcomb, Polly A. ;
Phipps, Amanda I. ;
Ahnen, Dennis J. ;
Baron, John A. ;
Buchanan, Daniel D. ;
Casey, Graham ;
Cleary, Sean P. ;
Cotterchio, Michelle ;
Farris, Alton B. ;
Figueiredo, Jane C. ;
Gallinger, Steven ;
Green, Roger C. ;
Haile, Robert W. ;
Hopper, John L. ;
Jenkins, Mark A. ;
Le Marchand, Loic ;
Makar, Karen W. ;
McLaughlin, John R. ;
Potter, John D. ;
Renehan, Andrew G. ;
Sinicrope, Frank A. ;
Thibodeau, Stephen N. ;
Ulrich, Cornelia M. ;
Win, Aung Ko ;
Lindor, Noralane M. ;
Limburg, Paul J. .
CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2015, 24 (08) :1229-1238
[7]   Asian Working Group for Sarcopenia: 2019 Consensus Update on Sarcopenia Diagnosis and Treatment [J].
Chen, Liang-Kung ;
Woo, Jean ;
Assantachai, Prasert ;
Auyeung, Tung-Wai ;
Chou, Ming-Yueh ;
Iijima, Katsuya ;
Jang, Hak Chul ;
Kang, Lin ;
Kim, Miji ;
Kim, Sunyoung ;
Kojima, Taro ;
Kuzuya, Masafumi ;
Lee, Jenny S. W. ;
Lee, Sang Yoon ;
Lee, Wei-Ju ;
Lee, Yunhwan ;
Liang, Chih-Kuang ;
Lim, Jae-Young ;
Lim, Wee Shiong ;
Peng, Li-Ning ;
Sugimoto, Ken ;
Tanaka, Tomoki ;
Won, Chang Won ;
Yamada, Minoru ;
Zhang, Teimei ;
Akishita, Masahiro ;
Arai, Hidenori .
JOURNAL OF THE AMERICAN MEDICAL DIRECTORS ASSOCIATION, 2020, 21 (03) :300-+
[8]   A comparison of the prognosis of papillary and clear cell renal cell carcinoma Evidence from a meta-analysis [J].
Deng, Jun ;
Li, Lei ;
Xia, Haimei ;
Guo, Ju ;
Wu, Xin ;
Yang, Xiaorong ;
Hong, Yanyan ;
Chen, Qingke ;
Hu, Jieping .
MEDICINE, 2019, 98 (27)
[9]   American Society of Clinical Oncology Perspective: Raising the Bar for Clinical Trials by Defining Clinically Meaningful Outcomes [J].
Ellis, Lee M. ;
Bernstein, David S. ;
Voest, Emile E. ;
Berlin, Jordan D. ;
Sargent, Daniel ;
Cortazar, Patricia ;
Garrett-Mayer, Elizabeth ;
Herbst, Roy S. ;
Lilenbaum, Rogerio C. ;
Sima, Camelia ;
Venook, Alan P. ;
Gonen, Mithat ;
Schilsky, Richard L. ;
Meropol, Neal J. ;
Schnipper, Lowell E. .
JOURNAL OF CLINICAL ONCOLOGY, 2014, 32 (12) :1277-+
[10]   The Michigan Surgical Home and Optimization Program is a scalable model to improve care and reduce costs [J].
Englesbe, Michael J. ;
Grenda, Dane R. ;
Sullivan, June A. ;
Derstine, Brian A. ;
Kenney, Brooke N. ;
Sheetz, Kyle H. ;
Palazzolo, William C. ;
Wang, Nicholas C. ;
Goulson, Rebecca L. ;
Lee, Jay S. ;
Wang, Stewart C. .
SURGERY, 2017, 161 (06) :1659-1666