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Tian Z, Lin Y, Song Y, Zhang C, Wang Z. Comparison of the Predictive Value of Neutrophil Percentage-to-Albumin Ratio and Modified Glasgow Prognostic Score for the Risk of Stroke-Associated Pneumonia Among Stroke Patients. Int J Gen Med 2025; 18:1605-1614. [PMID: 40123817 PMCID: PMC11930245 DOI: 10.2147/ijgm.s504231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2024] [Accepted: 02/09/2025] [Indexed: 03/25/2025] Open
Abstract
Objective To assess the predicting value of neutrophil percentage-to-albumin ratio (NPAR) and modified Glasgow Prognostic Score (mGPS) for Stroke-Associated Pneumonia (SAP) occurrence among stroke patients. Methods We recruited stroke patients (aged 18 years) hospitalized at Tianjin First Central Hospital from January 2022 to February 2023 for this retrospective cohort study. NPAR was categorized into four groups by considering the quartiles: Q1 (<1.38), Q2 (≥1.38 and <1.62), Q3 (≥1.62 and <1.87), Q4 (≥1.87). SAP incident was the primary outcome in this study. Univariate and multivariate logistic regression models were employed to explore the association between NPAR, mGPS and SAP occurrence among individuals with stroke. Besides, we compared the predicting value of NPAR and mGPS for SAP occurrence by the receiver operating characteristic (ROC) curve. Results Our study encompassed 851 patients with stroke. One hundred and forty-seven patients (17.27%) developed SAP. After accounting for confounding factors, we observed significant positive association of high NPAR with SAP occurrence [(for the third quartile: odds ratio (OR)=2.35, 95% confidence interval (CI): 1.01-5.47; for the fourth quartile: OR=3.35, 95% CI: 1.44-7.77)]. Additionally, the results also indicated that mGPS 1 (OR=2.26, 95% CI: 1.25-4.08) and mGPS 2 (OR=7.37, 95% CI: 2.63-20.70) were related to the increased probability of SAP, respectively. ROC analysis demonstrated that both the NPAR [area under the curve (AUC)=0.729, 95% CI: 0.687-0.771] and mGPS (AUC=0.671, 95% CI: 0.627-0.716) exhibited good predictive power for SAP occurrence. Based on the DeLong test, the predictive value of NPAR for SAP may be significantly superior to that of mGPS (P<0.05). Conclusion Our findings suggest that both NPAR and mGPS serve as reliable biomarker for assessing SAP risk in stroke patients, with NPAR demonstrating superior predictive value for SAP compared to mGPS.
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Affiliation(s)
- Zhu Tian
- Department of Neurology, Tianjin First Central Hospital, Tianjin, 300192, People’s Republic of China
| | - Yufeng Lin
- Department of Neurology, Tianjin First Central Hospital, Tianjin, 300192, People’s Republic of China
| | - Yang Song
- Department of Neurology, Tianjin First Central Hospital, Tianjin, 300192, People’s Republic of China
| | - Chi Zhang
- Network and Information Office, Tianjin Medical University, Tianjin, 300070, People’s Republic of China
| | - Zhiyun Wang
- Department of Neurology, Tianjin First Central Hospital, Tianjin, 300192, People’s Republic of China
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Zhao T, Mao W, Hu M, Yu Q, Peng X, Ji J, Qiu J, Wu J. Advances in sarcopenia and urologic disorders. Front Nutr 2024; 11:1475977. [PMID: 39568720 PMCID: PMC11578050 DOI: 10.3389/fnut.2024.1475977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2024] [Accepted: 10/21/2024] [Indexed: 11/22/2024] Open
Abstract
Sarcopenia is a loss of muscle strength, muscle mass, and function that can increase a patient's risk of injury, illness, and can even severely impair quality of life and increase a patient's risk of death. A growing body of research suggests that sarcopenia and urinary tract disorders are closely related. In this review, we aimed to emphasize the definition of skeletal sarcopenia, summarize the methods used to diagnose skeletal sarcopenia, discuss the advances in the study of sarcopenia in benign diseases of the urinary system, discuss the advances in the study of sarcopenia in malignant diseases of the urinary system. Sarcopenia and urologic diseases interact with each other; urologic diseases cause sarcopenia, and sarcopenia aggravates the condition of the original disease, thus falling into a vicious circle. This review provides a comprehensive understanding of sarcopenia in urologic diseases, which is very important for the management and prognosis of urologic diseases.
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Affiliation(s)
- Tonglei Zhao
- Southeast University School of Medicine, Nanjing, China
| | - Weipu Mao
- Department of Urology, Affiliated Zhongda Hospital of Southeast University, Nanjing, China
- Surgical Research Center, Institute of Urology, Southeast University Medical School, Nanjing, China
- Department of Urology, Nanjing Lishui People's Hospital, Zhongda Hospital Lishui Branch, Southeast University School of Medicine, Nanjing, China
| | - Mingjin Hu
- Department of Urology, Nanjing Lishui People's Hospital, Zhongda Hospital Lishui Branch, Southeast University School of Medicine, Nanjing, China
| | - Qingyang Yu
- Southeast University School of Medicine, Nanjing, China
| | - Xinyang Peng
- Southeast University School of Medicine, Nanjing, China
| | - Jie Ji
- Southeast University School of Medicine, Nanjing, China
| | - Jianguo Qiu
- Department of Urology, Lianshui People's Hospital of Kangda College Affiliated to Nanjing Medical University, Jiang Su, China
| | - Jianping Wu
- Department of Urology, Nanjing Lishui People's Hospital, Zhongda Hospital Lishui Branch, Southeast University School of Medicine, Nanjing, China
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Su W, Wu Y, Liao S, Zhang Z, Zhang Y, Ou W, Yu J, Xiang F, Luo C, Zheng F. A Nomogram Including Sarcopenia for Predicting Progression-Free Survival in Patients with Localized Papillary Renal Cell Carcinoma: A Retrospective Cohort Study. Ann Surg Oncol 2024; 31:5815-5826. [PMID: 38954088 DOI: 10.1245/s10434-024-15666-2] [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: 03/25/2024] [Accepted: 06/10/2024] [Indexed: 07/04/2024]
Abstract
BACKGROUND Because 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. METHODS Patients 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. RESULTS A 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. CONCLUSIONS A 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.
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Affiliation(s)
- Wenhui Su
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yukun Wu
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Shufen Liao
- Department of Anesthesia Surgery Center, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Zhiqiang Zhang
- Department of Urology, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, China
| | - Yubing Zhang
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Wei Ou
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jiajie Yu
- Department of Andrology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Fangzheng Xiang
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Cheng Luo
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
| | - Fufu Zheng
- Department of Urology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
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Hillers AH, Bach SW, Saito A, Azawi N. Muscle matters: Skeletal muscle index and body mass index impact on complications and survival in renal cancer. BJUI COMPASS 2024; 5:783-790. [PMID: 39157166 PMCID: PMC11327491 DOI: 10.1002/bco2.405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 04/24/2024] [Accepted: 05/12/2024] [Indexed: 08/20/2024] Open
Abstract
Objective The objective of this study is to independently assess skeletal muscle index (SMI) and body mass index (BMI) as prognostic determinants for renal cell carcinoma (RCC) and investigate their correlation with surgical outcomes. Patients and methods A retrospective cohort study of 524 RCC patients diagnosed between August 2010 and July 2018 was conducted using data from the Zealand University Hospital Renal Cancer Database in Denmark. Patient information was extracted from electronic patient records and the National Cancer Registry and encompassed demographics, clinical factors, tumour characteristics and surgical details. SMI was calculated from a single third lumbar vertebra (L3) axial computed tomography (CT) image via CoreSlicer software and classified into high using gender-specific thresholds. Primary outcomes focused on complications within 90 days as well as survival outcomes, and their relation with both SMI and BMI. Multivariable analysis assessed SMI's independent prognostic significance in RCC. Results Among 524 patients, 18.5% experienced complications, with high SMI correlating significantly (p = 0.018) with a 72% higher complication risk. High SMI patients had a 22.7% complication rate compared to 14.5% in the low SMI group. High SMI was also linked to prolonged survival (110.95 vs. 94.87 months; p = 0.001), whereas BMI showed no significant survival differences (p = 0.326). Multivariable analysis (n = 522) revealed high SMI associated with improved survival (hazard ratio [HR] = 0.738; 95% CI, 0.548-0.994; p = 0.046). Advanced T-stage significantly impacted mortality (T2: HR = 2.057; T3: HR = 4.361; p < 0.001), and each additional year of age raised mortality risk by 4.3% (HR = 1.043; p < 0.001). Conclusions Higher SMI increases the risk of postoperative complications, yet it significantly improves overall survival rates. Different BMI categories lack RCC prognostic significance. The increasing incidence in RCC calls for the use of CT scan to assess SMI and aid treatment planning in patients who might benefit from preoperative interventions.
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Affiliation(s)
- Alexander Hintze Hillers
- Department of UrologyRigshospitaletCopenhagenDenmark
- Department of UrologyZealand University HospitalRoskildeDenmark
| | - Signe Wang Bach
- Department of UrologyZealand University HospitalRoskildeDenmark
- Department of UrologyHerlev HospitalHerlevDenmark
| | - Atena Saito
- Department of UrologyZealand University HospitalRoskildeDenmark
- Pontifical Catholic University of CampinasSão PauloBrazil
| | - Nessn Azawi
- Department of UrologyZealand University HospitalRoskildeDenmark
- Institute of Clinical MedicineUniversity of CopenhagenCopenhagenDenmark
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Janhunen O, Jokelainen O, Peltoniemi R, Nykopp TK, Arponen O. Comparison of different 2D muscle indexes measured at the level of the 3rd lumbar vertebra in survival prediction in patients with renal cell carcinoma. Acta Oncol 2024; 63:330-338. [PMID: 38745483 PMCID: PMC11332504 DOI: 10.2340/1651-226x.2024.27450] [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: 11/21/2023] [Accepted: 04/11/2024] [Indexed: 05/16/2024]
Abstract
BACKGROUND Low computed tomography (CT)-determined muscle mass, commonly determined with height-adjusted muscle indexes (MIs), predicts worse survival in several cancers and has been suggested as a prognostic assessment tool. Although several MIs measured at the level of the 3rd lumbar vertebra (L3) are commonly used, it remains unestablished how different L3-determined MIs perform in survival prognostication compared to each other. The objective of this study was to investigate the performance of different MIs for survival prognostication in renal cell carcinoma (RCC). METHODS We retrospectively enrolled 214 consecutive patients with RCC. We determined three L3-MIs (psoas muscle index (PMI), psoas muscle index and erector spinae index (PMI+ESI), and whole skeletal muscle index (SMI)) from preoperative CT scans. Categorization of those with low and normal muscle mass was based on the Youden Index sex-specific MI cut-offs. We determined sensitivity, specificity, and accuracy metrics for predicting 1-year, 5-year, and overall survival (OS) using Cox regression models. RESULTS Low PMI, PMI+ESI, and SMI significantly predicted decreased 1-year, 5-year, and OS in uni- and multivariate models. PMI+ESI and SMI were more accurate than PMI in males, and PMI and PMI+ESI were more accurate than SMI in females in the prediction of 1-year survival. However, there were no differences in accuracies between MIs in 5-year and OS prediction. INTERPRETATION PMI+ESI performed well overall in short-term prognostication, but there were no differences between the MIs in long-term prognostication. We recommend the use of PMI+ESI for muscle evaluation, particularly when SMI cannot be evaluated.
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Affiliation(s)
- Oona Janhunen
- Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland
| | - Otto Jokelainen
- Clinical Pathology and Forensic Medicine, Institute of Clinical Medicine, School of Medicine, University of Eastern Finland, Kuopio, Finland; Department of Clinical Pathology, Diagnostic Imaging Center, Kuopio University Hospital, Kuopio, Finland
| | - Robin Peltoniemi
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland; Department of Radiology, Tampere University Hospital, Tampere, Finland
| | - Timo K Nykopp
- Surgery, Institute of Clinical Medicine, School of Medicine, University of Eastern Finland, Kuopio, Finland; Department of Urology, Division of Surgery, Kuopio University Hospital, Kuopio, Finland
| | - Otso Arponen
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland and Department of Oncology, Tays Cancer Centre, Tampere University Hospital, Tampere, Finland.
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Furberg H, Bradshaw PT, Knezevic A, Olsson L, Petruzella S, Stein E, Paris M, Scott J, Akin O, Hakimi AA, Russo P, Sanchez A, Caan B, Mourtzakis M. Skeletal muscle and visceral adipose radiodensities are pre-surgical, non-invasive markers of aggressive kidney cancer. J Cachexia Sarcopenia Muscle 2024; 15:726-734. [PMID: 38263932 PMCID: PMC10995262 DOI: 10.1002/jcsm.13429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2023] [Revised: 11/15/2023] [Accepted: 12/18/2023] [Indexed: 01/25/2024] Open
Abstract
INTRODUCTION Most studies on body composition in kidney cancer have been conducted among patients with metastatic disease. Given that aggressive tumours can adversely impact body composition and even non-metastatic tumours can be aggressive, we evaluated associations between pre-surgical body composition features and tumour pathological features in patients with non-metastatic clear cell renal cell cancer (ccRCC). METHODS The Resolve Cohort consists of 1239 patients with non-metastatic ccRCC who underwent nephrectomy at Memorial Sloan Kettering Cancer Center between 2000 and 2020. The cross-sectional areas and radiodensities of skeletal muscle, visceral adipose, and subcutaneous adipose tissues were determined from pre-surgical computed tomography (CT) scans at the third lumbar vertebrae using Automatica software. Pearson's correlation coefficients describe inter-relationships among BMI and body composition variables, while odds ratios (OR) and 95% confidence intervals (CI) estimate associations between continuous body composition features (per 1-standard deviation) and advanced stage (Stage III vs. Stages I-II) and high Fuhrman grade (Grades 3-4 vs. 1-2) from multivariable logistic regression models that considered the potential impact of biological sex, contrast enhanced CTs, and early age at onset of ccRCC. RESULTS The cohort was predominantly male (69%), white (89%), and had a median age of 58. The proportion of patients presenting with advanced stage and high-grade disease were 31% and 51%, respectively. In models that adjusted for demographics and all body composition variables simultaneously, decreasing skeletal muscle radiodensity (i.e., more fat infiltration) but increasing visceral adipose tissue radiodensity (i.e., more lipid depletion) were associated with advanced tumour features. Per 8.4 HU decrease in skeletal muscle radiodensity, the odds of presenting with advanced stage was 1.61 (95% CI: 1.34-1.93). Per 7.22 HU increase in visceral adipose tissue radiodensity, the odds of presenting with advanced stage was 1.45 (95% CI: 1.22-1.74). Skeletal muscle index (i.e., sarcopenia) was not associated with either tumour feature. Similar associations were observed for Fuhrman grade, a more direct marker of tumour aggressiveness. Associations did not differ by sex, contrast use, or age at onset of ccRCC. CONCLUSIONS Lipid infiltrated skeletal muscle, but lipid depleted visceral adipose tissue were independently associated with advanced tumour features in non-metastatic ccRCC. Findings highlight the importance of evaluating the full range of body composition features simultaneously in multivariable models. Interpreting pre-surgical CTs for body composition for patients may be a novel and non-invasive way to identify patients with aggressive renal tumours, which is clinically relevant as renal biopsies are not routinely performed.
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Affiliation(s)
- Helena Furberg
- Department of Epidemiology and BiostatisticsMemorial Sloan Kettering Cancer CenterNew YorkNYUSA
| | - Patrick T. Bradshaw
- Division of Epidemiology, School of Public HealthUniversity of California BerkeleyBerkeleyCAUSA
| | - Andrea Knezevic
- Department of Epidemiology and BiostatisticsMemorial Sloan Kettering Cancer CenterNew YorkNYUSA
| | - Linnea Olsson
- Department of EpidemiologyUniversity of North CarolinaChapel HillNCUSA
| | - Stacey Petruzella
- Department of Epidemiology and BiostatisticsMemorial Sloan Kettering Cancer CenterNew YorkNYUSA
| | - Emily Stein
- Department of Epidemiology and BiostatisticsMemorial Sloan Kettering Cancer CenterNew YorkNYUSA
| | - Mike Paris
- Department of KinesiologyUniversity of WaterlooWaterlooCanada
| | - Jessica Scott
- Department of MedicineMemorial Sloan Kettering Cancer CenterNew YorkNYUSA
| | - Oguz Akin
- Department of RadiologyMemorial Sloan Kettering Cancer CenterNew YorkNYUSA
| | - A. Ari Hakimi
- Department of MedicineMemorial Sloan Kettering Cancer CenterNew YorkNYUSA
| | - Paul Russo
- Department of MedicineMemorial Sloan Kettering Cancer CenterNew YorkNYUSA
| | | | - Bette Caan
- Department of EpidemiologyKaiser PermanenteOaklandCAUSA
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Kong Q, Gao Q, Li W, Chen Z. The Impact of Imaging-Diagnosed Sarcopenia on Long-term Prognosis After Curative Resection for Hepatocellular Carcinoma: A Systematic Review and Meta-analysis. Acad Radiol 2024; 31:1272-1283. [PMID: 38071101 DOI: 10.1016/j.acra.2023.11.040] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 11/15/2023] [Accepted: 11/29/2023] [Indexed: 04/14/2024]
Abstract
BACKGROUND Recent research suggests that sarcopenia potentially influences the long-term postoperative prognosis of malignant tumors. Thus, the primary objective of this study was to investigate the impact of imaging-diagnosed sarcopenia on the long-term prognosis of hepatocellular carcinoma (HCC) patients after curative resection. METHODS In our approach, all studies incorporated in this study employed Cox proportional hazards models with multivariable adjusted hazard ratios. The meta-analysis was performed using R statistical software. The primary outcomes were quantified using hazard ratios (HRs) and 95% confidence intervals (CIs). RESULTS This study analyzed 30 studies, involving 7352 HCC patients after curative resection (2695 in the sarcopenia group and 4657 in the non-sarcopenia group). The meta-analysis of 28 studies indicated that patients in the sarcopenia group demonstrated notably inferior overall survival (OS) compared with the non-sarcopenia group (HR=2.20; 95% CI, 1.88-2.58; p < 0.01). Similarly, sarcopenia exhibits a significant association with poor recurrence-free survival (RFS) and disease-free survival (DFS) based on 16 and 6 studies (HR=1.50; 95% CI, 1.39-1.63; p < 0.01 and HR=1.96; 95% CI, 1.83-2.10; p < 0.01, respectively). CONCLUSION In conclusion, imaging-diagnosed sarcopenia adversely affects the long-term prognosis, including OS, RFS, and DFS, in HCC patients after curative resection. The findings hold considerable importance in guiding comprehensive healthcare procedures for HCC patients after surgery.
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Affiliation(s)
- Qingyan Kong
- Division of Hepatic Surgery, Department of General Surgery, West China Hospital, Sichuan University, 37 Guo Xue Rd, Chengdu 610041, Sichuan Province, China
| | - Qianqian Gao
- Division of Hepatic Surgery, Department of General Surgery, West China Hospital, Sichuan University, 37 Guo Xue Rd, Chengdu 610041, Sichuan Province, China
| | - Wenjie Li
- Division of Hepatic Surgery, Department of General Surgery, West China Hospital, Sichuan University, 37 Guo Xue Rd, Chengdu 610041, Sichuan Province, China
| | - Zheyu Chen
- Division of Hepatic Surgery, Department of General Surgery, West China Hospital, Sichuan University, 37 Guo Xue Rd, Chengdu 610041, Sichuan Province, China.
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Mai RY, Lu TL, Lu RJ, Zeng C, Lian F, Li LQ, Wu GB, Ye JZ. C-Reactive Protein-Albumin Ratio (CAR): A More Promising Inflammation-Based Prognostic Marker for Patients Undergoing Curative Hepatectomy for Hepatocellular Carcinoma. J Inflamm Res 2024; 17:919-931. [PMID: 38370468 PMCID: PMC10871143 DOI: 10.2147/jir.s441623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 02/01/2024] [Indexed: 02/20/2024] Open
Abstract
Background Systemic inflammatory response is a hallmark of cancer and plays a significant role in the development and progression of various malignant tumors. This research aimed to estimate the prognostic function of the C-reactive protein-albumin ratio (CAR) in patients undergoing hepatectomy for hepatocellular carcinoma (HCC) and compare it with other inflammation-based prognostic scores, including the neutrophil-lymphocyte ratio, platelet-lymphocyte ratio, monocyte-lymphocyte ratio, systemic immune inflammation index, prognostic index, Glasgow prognostic score, and modified Glasgow prognostic score. Methods Retrospective analysis was conducted on data from 1039 HCC cases who underwent curative liver resection. The prognostic performance of CAR was compared with other scores using the area under the time-dependent receiver operating characteristic (t-ROC) curve. Multivariable Cox regression analyses were performed to confirm independent predictors for disease-free survival (DFS) and overall survival (OS). Results The area under the t-ROC curve for CAR in the evaluation of DFS and OS was significantly greater than that of other scores and alpha-fetoprotein (AFP). Patients were stratified based on the optimal cut-off value of CAR, and the data revealed that both DFS and OS were remarkably worse in the high-CAR set compared to the low-CAR set. Multivariable Cox analysis demonstrated that CAR was an independent prognostic parameters for assessing DFS and OS. Regardless of AFP levels, all patients were subsequently divided into significantly different subgroups of DFS and OS based on CAR risk stratification. Similar results were observed when applying CAR risk stratification to other scoring systems. CAR also showed good clinical applicability in patients with different clinical features. Conclusion CAR is a more effective inflammation-based prognostic marker than other scores and AFP in predicting DFS as well as OS among patients with HCC after curative hepatectomy.
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Affiliation(s)
- Rong-Yun Mai
- Department of Hepatobiliary & Pancreatic Surgery, Guangxi Medical University Cancer Hospital, Nanning, 530021, People’s Republic of China
| | - Ting-Li Lu
- Department of Hepatobiliary & Pancreatic Surgery, Guangxi Medical University Cancer Hospital, Nanning, 530021, People’s Republic of China
| | - Ri-Jin Lu
- Department of Hepatobiliary & Pancreatic Surgery, Guangxi Medical University Cancer Hospital, Nanning, 530021, People’s Republic of China
| | - Can Zeng
- Department of Hepatobiliary & Pancreatic Surgery, Guangxi Medical University Cancer Hospital, Nanning, 530021, People’s Republic of China
| | - Fang Lian
- Department of Physiology, Basic Medical College, Guangxi Medical University, Nanning, 530021, People’s Republic of China
| | - Le-Qun Li
- Department of Hepatobiliary & Pancreatic Surgery, Guangxi Medical University Cancer Hospital, Nanning, 530021, People’s Republic of China
| | - Guo-Bin Wu
- Department of Hepatobiliary & Pancreatic Surgery, Guangxi Medical University Cancer Hospital, Nanning, 530021, People’s Republic of China
| | - Jia-Zhou Ye
- Department of Hepatobiliary & Pancreatic Surgery, Guangxi Medical University Cancer Hospital, Nanning, 530021, People’s Republic of China
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Yi H, Chen C, Zhou S, Wang Y, Zhou Y, Chen J, Liang Q. Comparison of three nutritional assessment methods associated with the prognostic impact of laryngeal cancer. Support Care Cancer 2023; 31:737. [PMID: 38055054 DOI: 10.1007/s00520-023-08148-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Accepted: 10/28/2023] [Indexed: 12/07/2023]
Abstract
BACKGROUND Several studies have found that the prognostic nutritional index (PNI), controlling nutritional status (CONUT), and Glasgow Prognostic Score (GPS) of patients with laryngeal cancer accurately predict their prognosis. However, there is no consensus regarding the best assessment tool. Therefore, this study aimed to confirm the predictive value of the three nutritional scoring systems for the prognosis of patients with laryngeal cancer. METHODS This study analyzed a cohort of 427 patients with laryngeal cancer who visited our hospital. PNI, CONUT, and GPS were calculated, and the relationship between these indicators and prognosis was examined. RESULTS The optimal cut-off levels for overall survival (OS) of laryngeal cancer patients determined by PNI, CONUT, and GPS were 45, 3, and 0, respectively. When patients were stratified based on these thresholds, OS and disease-free survival (DFS) were significantly decreased in the malnutrition group (all three, p < 0.05). The OS rates of patients with laryngeal cancer were significantly affected by the three scores according to multivariate analysis. CONCLUSIONS The three scoring methods had a high predictive value for the prognosis of patients with laryngeal cancer, with GPS having the strongest correlation with the prognosis of laryngeal cancer patients.
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Affiliation(s)
- Hanxiao Yi
- Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, No. 107, YanJiang Road, Guangzhou, Yuexiu District, China
| | - Changlong Chen
- Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, No. 107, YanJiang Road, Guangzhou, Yuexiu District, China
| | - Song Zhou
- The Fifth Affiliated Hospital of Sun Yat-Sen University, No.52, Meihua East Road, Xiangzhou District, Zhuhai, China
| | - Yang Wang
- Department of Orthopedics, The Second Affiliated Hospital of Guangzhou Medical University, Guangdong Medical University, No. 250 Changgang Road, Haizhu District, Guangzhou, Guangdong Province, China
| | - Yitong Zhou
- Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, No. 107, YanJiang Road, Guangzhou, Yuexiu District, China
| | - Jie Chen
- Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, No. 107, YanJiang Road, Guangzhou, Yuexiu District, China.
| | - Qunying Liang
- Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, No. 107, YanJiang Road, Guangzhou, Yuexiu District, China.
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Zhang FM, Wu HF, Shi HP, Yu Z, Zhuang CL. Sarcopenia and malignancies: epidemiology, clinical classification and implications. Ageing Res Rev 2023; 91:102057. [PMID: 37666432 DOI: 10.1016/j.arr.2023.102057] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 08/15/2023] [Accepted: 08/31/2023] [Indexed: 09/06/2023]
Abstract
Sarcopenia is a progressive systemic skeletal muscle disorder characterized by a pathological decline in muscle strength, quantity, and quality, which frequently affects the elderly population. The majority of cancer patients are of advanced age. Patients may already have sarcopenia prior to cancer development, and those with cancer are prone to developing sarcopenia due to hypercatabolism, inflammation, reduced physical fitness, anorexia, adverse effects, and stress associated with anticancer therapy. Based on the timing, sarcopenia in patients with cancer can be categorized into three: pre-existing sarcopenia before the onset of cancer, sarcopenia related to cancer, and sarcopenia related to cancer treatment. Sarcopenia not only changes the body composition of patients with cancer but also increases the incidence of postoperative complications, reduces therapeutic efficacy, impairs quality of life, and results in shortened survival. Different therapeutic strategies are required to match the cancer status and physical condition of patients with different etiologies and stages of sarcopenia. Here, we present a comprehensive review of the epidemiology and diagnosis of sarcopenia in patients with cancer, elucidate the complex interactions between cancer and sarcopenia, and provide evidence-based strategies for sarcopenia management in these patients.
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Affiliation(s)
- Feng-Min Zhang
- Colorectal Cancer Center/Department of Gastrointestinal Surgery, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Hao-Fan Wu
- Colorectal Cancer Center/Department of Gastrointestinal Surgery, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Han-Ping Shi
- Department of Gastrointestinal Surgery, Beijing Shijitan Hospital, Capital Medical University/ Key Laboratory of Cancer FSMP for State Market Regulation, Beijing, China
| | - Zhen Yu
- Colorectal Cancer Center/Department of Gastrointestinal Surgery, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Cheng-Le Zhuang
- Colorectal Cancer Center/Department of Gastrointestinal Surgery, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China.
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11
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Makino T, Izumi K, Iwamoto H, Kadomoto S, Mizokami A. Combination of Sarcopenia and Hypoalbuminemia Is a Poor Prognostic Factor in Surgically Treated Nonmetastatic Renal Cell Carcinoma. Biomedicines 2023; 11:1604. [PMID: 37371699 DOI: 10.3390/biomedicines11061604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 05/20/2023] [Accepted: 05/30/2023] [Indexed: 06/29/2023] Open
Abstract
PURPOSE The purpose of this study is to observe how preoperative sarcopenia and hypoalbuminemia affect the oncological outcome of nonmetastatic renal cell carcinoma (RCC) after partial or radical nephrectomy. METHODS This study retrospectively analyzes 288 Japanese patients with nonmetastatic RCC who underwent radical treatment at Kanazawa University Hospital between October 2007 and December 2018. Relationships between sarcopenia as indicated by the psoas muscle mass index and hypoalbuminemia (albumin ≤ 3.5 g/dL) with overall survival (OS) and metastasis-free survival (MFS) were determined. RESULTS The study found that 110 (38.2%) of the 288 patients were sarcopenic and 29 (10.1%) had hypoalbuminemia. The combination of sarcopenia and hypoalbuminemia was associated with a shorter OS and MFS (p for trend = 0.0007 and <0.0001, respectively), according to Kaplan-Meier curves. The concurrent presence of sarcopenia and hypoalbuminemia were found to be significant and independent predictors of poor MFS (hazard ratio (HR), 2.96; 95% confidence interval (95% CI), 1.05-8.39; p = 0.041) and poor OS (HR, 6.87; 95% CI, 1.75-26.94; p = 0.006), respectively. CONCLUSIONS In Japanese patients with surgically treated nonmetastatic RCC, combined preoperative sarcopenia and hypoalbuminemia was a significant predictor of poor survival.
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Affiliation(s)
- Tomoyuki Makino
- Department of Integrative Cancer Therapy and Urology, Kanazawa University Graduate School of Medical Science, 13-1 Takara-Machi, Kanazawa 920-8640, Japan
| | - Kouji Izumi
- Department of Integrative Cancer Therapy and Urology, Kanazawa University Graduate School of Medical Science, 13-1 Takara-Machi, Kanazawa 920-8640, Japan
| | - Hiroaki Iwamoto
- Department of Integrative Cancer Therapy and Urology, Kanazawa University Graduate School of Medical Science, 13-1 Takara-Machi, Kanazawa 920-8640, Japan
| | - Suguru Kadomoto
- Department of Integrative Cancer Therapy and Urology, Kanazawa University Graduate School of Medical Science, 13-1 Takara-Machi, Kanazawa 920-8640, Japan
| | - Atsushi Mizokami
- Department of Integrative Cancer Therapy and Urology, Kanazawa University Graduate School of Medical Science, 13-1 Takara-Machi, Kanazawa 920-8640, Japan
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12
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Schmeusser BN, Midenberg E, Palacios AR, Ali AA, Patil DH, Higgins M, Nabavizadeh R, Croll B, Williams M, Sheehy J, Zheng B, Narayan VM, Joshi SS, Ogan K, Psutka SP, Bilen MA, Master VA. Low Skeletal Muscle as a Risk Factor for Worse Survival in Nonmetastatic Renal Cell Carcinoma with Venous Tumor Thrombus. Clin Genitourin Cancer 2023:S1558-7673(23)00092-7. [PMID: 37210313 DOI: 10.1016/j.clgc.2023.04.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 04/11/2023] [Accepted: 04/13/2023] [Indexed: 05/22/2023]
Abstract
BACKGROUND Renal cell carcinoma (RCC) with tumor thrombosis often requires nephrectomy and tumor thrombectomy. As an extensive and potentially morbid operation, patient preoperative functional reserve and body composition is an important consideration. Sarcopenia is a risk factor for increased postoperative complications, systemic therapy toxicity, and death solid organ tumors, including RCC. The influence of sarcopenia in RCC patients with tumor thrombus is not well defined. This study evaluates the prognostic ability of sarcopenia regarding surgical outcomes and complications in patients undergoing surgery for RCC with tumor thrombus. METHODS We retrospectively analyzed patients with nonmetastatic RCC and tumor thrombus undergoing radical nephrectomy and tumor thrombectomy. Skeletal muscle index (SMI; cm2/m2) was measured on preoperative CT/MRI. Sarcopenia was defined using body mass index- and sex-stratified thresholds optimally fit via a receiver-operating characteristic analysis for survival. Associations between preoperative sarcopenia and overall (OS), cancer-specific survival (CSS), and 90-day major complications were determined using multivariable analysis. RESULTS 115 patients were analyzed, with median (IQR) age and body mass index of 69 (56-72) and 28.6 kg/m2 (23.6-32.9), respectively. 96 (83.4%) of the cohort had ccRCC. Sarcopenia was associated with shorter median OS (P = .0017) and CSS (P = .0019) in Kaplan-Meier analysis. In multivariable analysis, preoperative sarcopenia was prognostic of shorter OS (HR = 3.38, 95% confidence interval [CI] 1.61-7.09) and CSS (HR = 5.15, 95% CI 1.46-18.18). Notably, 1 unit increases in SMI were associated with improved OS (HR = 0.97, 95% CI 0.94-0.999) but not CSS (HR = 0.95, 95% CI 0.90-1.01). No significant relationship between preoperative sarcopenia and 90-day major surgical complications was observed in this cohort (HR = 2.04, 95% CI 0.65-6.42). CONCLUSION Preoperative sarcopenia was associated with decreased OS and CSS in patients surgically managed for nonmetastatic RCC and VTT, however, was not predictive of 90-day major postoperative complications. Body composition analysis has prognostic utility for patients with nonmetastatic RCC and venous tumor thrombus undergoing surgery.
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Affiliation(s)
| | - Eric Midenberg
- Department of Urology, University of Louisville School of Medicine, Louisville, KY
| | - Arnold R Palacios
- Department of Urology, Creighton University School of Medicine, Omaha, NE
| | - Adil A Ali
- Department of Urology, Emory University School of Medicine, Atlanta, GA
| | | | - Michelle Higgins
- Department of Urology, Emory University School of Medicine, Atlanta, GA; The James Buchanan Brady Urological Institute and Department of Urology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Reza Nabavizadeh
- Department of Urology, Emory University School of Medicine, Atlanta, GA
| | - Benjamin Croll
- Department of Urology, Emory University School of Medicine, Atlanta, GA
| | - Milton Williams
- Department of Urology, University of Alabama at Birmingham, Birmingham, AL
| | - John Sheehy
- Department of Urology, Emory University School of Medicine, Atlanta, GA
| | - Bill Zheng
- Department of Urology, Emory University School of Medicine, Atlanta, GA
| | - Vikram M Narayan
- Department of Urology, Emory University School of Medicine, Atlanta, GA
| | - Shreyas S Joshi
- Department of Urology, Emory University School of Medicine, Atlanta, GA
| | - Kenneth Ogan
- Department of Urology, Emory University School of Medicine, Atlanta, GA
| | - Sarah P Psutka
- Department of Urology, University of Washington, Seattle, WA; Fred Hutchinson Cancer Center, Seattle, WA
| | - Mehmet A Bilen
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, Georgia
| | - Viraj A Master
- Department of Urology, Emory University School of Medicine, Atlanta, GA.
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13
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Schmeusser BN, Ali AA, Fintelmann FJ, Garcia JM, Williams GR, Master VA, Psutka SP. Imaging Techniques to Determine Degree of Sarcopenia and Systemic Inflammation in Advanced Renal Cell Carcinoma. Curr Urol Rep 2023:10.1007/s11934-023-01157-6. [PMID: 37036632 DOI: 10.1007/s11934-023-01157-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/12/2023] [Indexed: 04/11/2023]
Abstract
PURPOSE OF REVIEW The purpose of this review is to provide an up-to-date understanding regarding the literature on sarcopenia and inflammation as prognostic factors in the context of renal cell carcinoma (RCC). RECENT FINDINGS Sarcopenia is increasingly recognized as a prognostic factor in RCC. Emerging literature suggests monitoring quantity of muscle on successive imaging and examining muscle density may be additionally informative. Inflammation has prognostic ability in RCC and is also considered a key contributor to development and progression of both RCC and sarcopenia. Recent studies suggest these two prognostic factors together may provide additional prognostic ability when used in combination. Ongoing developments include quality control regarding sarcopenia research and imaging, improving understanding of muscle loss mechanisms, and enhancing clinical incorporation of sarcopenia via improving imaging analysis practicality (i.e., artificial intelligence) and feasible biomarkers. Sarcopenia and systemic inflammation are complementary prognostic factors for adverse outcomes in patients with RCC. Further study on high-quality sarcopenia assessment standardization and expedited sarcopenia assessment is desired for eventual routine clinical incorporation of these prognostic factors.
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Affiliation(s)
- Benjamin N Schmeusser
- Department of Urology, Emory University School of Medicine, 1365 Clifton Road NE, Building B, Suite 1400, Atlanta, GA, 30322, USA
| | - Adil A Ali
- Department of Urology, Emory University School of Medicine, 1365 Clifton Road NE, Building B, Suite 1400, Atlanta, GA, 30322, USA
| | | | - Jose M Garcia
- Geriatric Research, Education and Clinical Center (GRECC), VA Puget Sound Health Care System, Seattle, WA, USA
- Department of Medicine, Division of Gerontology & Geriatric Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Grant R Williams
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Alabama, USA
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Viraj A Master
- Department of Urology, Emory University School of Medicine, 1365 Clifton Road NE, Building B, Suite 1400, Atlanta, GA, 30322, USA.
- Winship Cancer Institute, Emory University, Atlanta, GA, USA.
| | - Sarah P Psutka
- Department of Urology, University of Washington, 1959 NE Pacific Stree, Box 356510, Seattle, WA, 98195, USA.
- Fred Hutchinson Cancer Center, University of Washington, Seattle, WA, USA.
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14
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Midenberg E, Higgins MI, Schmeusser BN, Patil DH, Zaldumbide J, Martini DJ, Steele S, Williams M, Nabavizadeh R, Psutka SP, Ogan K, Bilen MA, Master VA. Prognostic Value of Sarcopenia and Albumin in the Surgical Management of Localized Renal Cell Carcinoma. Urol Oncol 2023; 41:50.e19-50.e26. [PMID: 36280529 DOI: 10.1016/j.urolonc.2022.09.020] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 07/27/2022] [Accepted: 09/22/2022] [Indexed: 11/06/2022]
Abstract
INTRODUCTION A universally accepted model for preoperative surgical risk stratification in localized RCC patients undergoing nephrectomy is currently lacking. Both the evaluation of body composition and nutritional status has demonstrated prognostic value for patients with cancer. This study aims to investigate the potential associations between sarcopenia and hypoalbuminemia and survival outcomes in patients with localized kidney cancer treated with partial or radical nephrectomy. MATERIALS AND METHODS We retrospectively analyzed 473 patients with localized RCC managed with radical and partial nephrectomy. Skeletal muscle index (SMI) was measured from preoperative CT and MRI. Sarcopenic criteria were created using BMI- and sex-stratified thresholds. Relationships between sarcopenia and hypoalbuminemia (Albumin <3.5 g/dL) with overall (OS), recurrence-free (RFS), and cancer-specific survival (CSS) were determined using multivariable and Kaplan-Meier analysis. RESULTS Of the 473 patients, 42.5% were sarcopenic and 24.5% had hypoalbuminemia. Sarcopenia was significantly associated with shorter OS (HR=1.51, 95% CI 1.07-2.13), however, was nonsignificant in the RFS (HR = 1.33, 95% CI 0.88-2.03) and CSS (HR=1.66, 95% CI 0.96-2.87) models. Hypoalbuminemia predicted shorter OS (HR=1.76, 95% CI 1.22-2.55), RFS (HR=1.86, 95% CI 1.19-2.89), and CSS (HR=1.82, 95% CI 1.03-3.22). Patients were then stratified into low, medium, and high-risk groups based on the severity of sarcopenia and hypoalbuminemia. Risk groups demonstrated an increasing association with shorter OS (all p<0.05). Reduced RFS was observed in the medium risk-hypoalbuminemia (HR=2.18, 95% CI 1.16-4.09) and high-risk groups (HR=2.42, 95% CI 1.34-4.39). Shorter CSS was observed in the medium risk-hypoalbuminemia (HR=2.31, 95% CI 1.00-5.30) and high-risk groups (HR=2.98, 95% CI 1.34-6.61). CONCLUSION Localized RCC patients with combined preoperative sarcopenia and hypoalbuminemia displayed a two to a three-fold reduction in OS, RFS, and CSS after nephrectomy. These data have implications for guiding prognostication and treatment election in localized RCC patients undergoing extirpative surgery.
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Affiliation(s)
- Eric Midenberg
- Department of Urology, Emory University School of Medicine, Atlanta, GA
| | | | | | | | - Joel Zaldumbide
- Department of Urology, Emory University School of Medicine, Atlanta, GA
| | - Dylan J Martini
- Department of Medicine, Massachusetts General Hospital, Boston, MA
| | - Sean Steele
- Department of Urology, Emory University School of Medicine, Atlanta, GA
| | - Milton Williams
- Department of Urology, University of Alabama, Birmingham, AL
| | - Reza Nabavizadeh
- Department of Urology, Emory University School of Medicine, Atlanta, GA
| | - Sarah P Psutka
- Department of Urology, University of Washington, Seattle, WA; Seattle Cancer Care Alliance
| | - Kenneth Ogan
- Department of Urology, Emory University School of Medicine, Atlanta, GA; Winship Cancer Institute of Emory University, Atlanta, GA
| | - Mehmet Asim Bilen
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA; Winship Cancer Institute of Emory University, Atlanta, GA
| | - Viraj A Master
- Department of Urology, Emory University School of Medicine, Atlanta, GA; Winship Cancer Institute of Emory University, Atlanta, GA.
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15
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Liu Q, Yang J, Chen X, Yang J, Zhao X, Huang Y, Lin Y, Pu J. Prognostic significance of sarcopenia and systemic inflammation for patients with renal cell carcinoma following nephrectomy. Front Oncol 2022; 12:1047515. [PMID: 36591466 PMCID: PMC9798277 DOI: 10.3389/fonc.2022.1047515] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Accepted: 11/22/2022] [Indexed: 12/23/2022] Open
Abstract
Background To clarify the prognostic effect of preoperative sarcopenia and systemic inflammation, and to develop a nomogram for predicting overall survival (OS) of patients with renal cell carcinoma (RCC) following partial or radical nephrectomy. Methods Patients with RCC following nephrectomy from the First Affiliated Hospital of Soochow University during January 2018 to September 2020 were included in this study. The relationship between sarcopenia and inflammatory markers was identified by logistic regression analysis. Then univariable Cox regression analysis, LASSO regression analysis and multivariable Cox regression analysis were analyzed sequentially to select the independent prognostic factors. Kaplan-Meier survival curves were applied to ascertain the prognostic value. Finally, the identified independent predictors were incorporated in a nomogram, which was internally validated and compared with other methods. Results A total of 276 patients were enrolled, and 96 (34.8%) were diagnosed with sarcopenia, which was significantly associated with neutrophil-to-lymphocyte ratio (NLR). Sarcopenia and elevated inflammation markers, i.e., NLR, platelet-to-lymphocyte ratio (PLR) and the modified Glasgow Prognostic Score (mGPS), were independent factors for determining the OS. The model had good discrimination with Concordance index of 0.907 (95% CI: 0.882-0.931), and the calibration plots performed well. Both net reclassification index (NRI) and integrated discriminant improvement (IDI) exhibited better performance of the nomogram compared with clinical stage-based, sarcopenia-based and integrated "NLR+PLR+mGPS" methods. Moreover, decision curve analysis showed a net benefit of the nomogram at a threshold probability greater than 20%. Conclusions Preoperative sarcopenia was significantly associated with NLR. A novel nomogram with well validation was developed for risk stratification, prognosis tracking and personalized therapeutics of RCC patients.
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Affiliation(s)
- Qiuchen Liu
- Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jiajian Yang
- Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Xin Chen
- Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jiakang Yang
- Department of Radiology, Changhai Hospital, Second Military Medical University, Shanghai, China
| | - Xiaojun Zhao
- Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Yuhua Huang
- Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Yuxin Lin
- Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, China,*Correspondence: Yuxin Lin, ; Jinxian Pu,
| | - Jinxian Pu
- Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, China,Department of Urology, Dushu Lake Hospital Affiliated to Soochow University, Suzhou, China,*Correspondence: Yuxin Lin, ; Jinxian Pu,
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16
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Schmeusser BN, Midenberg E, Palacios AR, Vettikattu N, Patil DH, Medline A, Higgins M, Armas-Phan M, Nabavizadeh R, Joshi SS, Narayan VM, Psutka SP, Ogan K, Bilen MA, Master VA. Clinic friendly estimation of muscle composition: Preoperative linear segmentation shows overall survival correlated with muscle mass in patients with nonmetastatic renal cell carcinoma. Front Oncol 2022; 12:1068357. [PMID: 36505878 PMCID: PMC9732562 DOI: 10.3389/fonc.2022.1068357] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 11/04/2022] [Indexed: 11/26/2022] Open
Abstract
Purpose Sarcopenia is associated with decreased survival and increased complications in patients with renal cell carcinoma. Readily identifying patients with low muscle composition that may experience worse outcomes or would benefit from preoperative intervention is of clinical interest. Traditional body composition analysis methods are resource intensive; therefore, linear segmentation with routine imaging has been proposed as a clinically practical alternative. This study assesses linear segmentation's prognostic utility in nonmetastatic renal cell carcinoma. Materials and Methods A single institution retrospective analysis of patients that underwent nephrectomy for nonmetastatic renal cell carcinoma from 2005-2021 was conducted. Linear segmentation of the bilateral psoas/paraspinal muscles was completed on preoperative imaging. Total muscle area and total muscle index associations with overall survival were determined by multivariable analysis. Results 532 (388 clear cell) patients were analyzed, with median (IQR) total muscle index of 28.6cm2/m2 (25.8-32.5) for women and 33.3cm2/m2 (29.1-36.9) for men. Low total muscle index was associated with decreased survival (HR=1.96, 95% CI 1.32-2.90, p<0.001). Graded increases in total muscle index were associated with better survival (HR=0.95, 95% CI 0.92-0.99, p=0.006). Conclusions Linear segmentation, a clinically feasible technique to assess muscle composition, has prognostic utility in patients with localized renal cell carcinoma, allowing for incorporation of muscle composition analysis into clinical decision-making. Muscle mass determined by linear segmentation was associated with overall survival in patients with nonmetastatic renal cell carcinoma.
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Affiliation(s)
- Benjamin N. Schmeusser
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States,*Correspondence: Viraj A. Master, ; Benjamin N. Schmeusser,
| | - Eric Midenberg
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States,Department of Urology, University of Louisville, Louisville, KY, United States
| | - Arnold R. Palacios
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States,Department of Urology, Creighton University, Omaha, NE, United States
| | - Nikhil Vettikattu
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States
| | - Dattatraya H. Patil
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States
| | - Alexandra Medline
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States,Department of Internal Medicine, Beth Israel Deaconess Medical Center, Boston, MA, United States
| | - Michelle Higgins
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States,Brady Urological Institute, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Manuel Armas-Phan
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States
| | - Reza Nabavizadeh
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States,Department of Urology, Mayo Clinic, Rochester MN, United States
| | - Shreyas S. Joshi
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States
| | - Vikram M. Narayan
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States
| | - Sarah P. Psutka
- Department of Urology, University of Washington, Seattle, WA, United States,Fred Hutchinson Cancer Center, University of Washington, Seattle, WA, United States
| | - Kenneth Ogan
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States
| | - Mehmet A. Bilen
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA, United States
| | - Viraj A. Master
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States,*Correspondence: Viraj A. Master, ; Benjamin N. Schmeusser,
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Schmeusser B, Patil DH, Midenberg E, Higgins MI, Zaldumbide J, Martini DJ, Steele S, Williams M, Nabavizadeh R, Psutka SP, Ogan K, Bilen MA, Master VA. Data Regarding Covariates Significantly Associated with Sarcopenia and Varying Albumin Statuses in Patients with Renal Cell Carcinoma. Data Brief 2022; 45:108724. [DOI: 10.1016/j.dib.2022.108724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 10/21/2022] [Accepted: 10/31/2022] [Indexed: 11/06/2022] Open
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18
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Yuxuan L, Junchao L, Wenya L. The role of sarcopenia in treatment-related outcomes in patients with renal cell carcinoma: A systematic review and meta-analysis. Medicine (Baltimore) 2022; 101:e31332. [PMID: 36316941 PMCID: PMC9622586 DOI: 10.1097/md.0000000000031332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
BACKGROUND in recent years, more attention has been paid to the fuzzy relationship between skeletal muscle components and renal cell carcinoma (RCC). This study attempts to conduct a meta-analysis using all relevant research evidence to explore the impact of sarcopenia on the final survival and recurrence outcome of RCC patients and the change process of this impact after treatment. METHODS This systematic review and Meta-analysis study took "sarcopenia", "kidney" and "tumor" and their synonyms as the main search terms, and comprehensively searched all relevant literatures published in PubMed, web of science, SpringerLink, EMBASE, Cochrane Library, Ovid (Lww oup), Wiley, ScienceDirect and Scopus databases since February 2, 2022. Multivariate hazard ratio (HR) and 95% confidence interval (CI) of overall survival (OS), cancer specific survival (CSS), and progression free survival (PFS), as well as rough data of Kaplan-Meier survival curve, were combined as the main analysis results. Subgroup analyses based on cohort characteristics (treatment, ethnicity, and BMI factors) for each study were used as secondary outcomes. The combined effect was estimated by random effect model or fixed effect model, and the heterogeneity was evaluated by I2 value. Because this study belongs to secondary literature, the medical ethics committee of the First Affiliated Hospital of Xinjiang Medical University considers that ethical review is unnecessary. RESULTS Eighteen retrospective studies involving 3591 patients with RCC were analyzed, of which 71.5% were men and the median age of the cohort was 61.6. The prevalence of sarcopenia was 43% (38-48%). Sarcopenia is an independent predictor of OS (HR: 1.83, 95% CI = [1.41, 2.37]), and this prognostic value can also be reflected in Asian populations (HR: 2.59, 95% CI = [1.90, 3.54]) and drug treated patients (HR: 2.07, 95% CI = [1.07, 4.04]). Sarcopenia can also be used as an independent predictor of CSS (HR: 1.78, 95% CI = [1.34, 2.36]) and PFS (HR: 1.98, 95% CI = [1.34, 2.92]). The effect of low skeletal muscle mass on OS and CSS increased slowly from 1 to 5 years. CONCLUSION Sarcopenia can be used as a comprehensive prognostic factor in RCC population, but the detailed effects from ethnic characteristics and treatment mechanism need to be further studied.
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Affiliation(s)
- Li Yuxuan
- Imaging Department, the First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangdong, China
| | - Li Junchao
- Imaging Department, the First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangdong, China
| | - Liu Wenya
- Imaging Department, the First Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine, Guangdong, China
- * Correspondence: Liu Wenya, Imaging Department, the First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang 830000, China (e-mail:)
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Xiong J, Wu Y, Hu H, Kang W, Li Y, Jin P, Shao X, Li W, Xie Y, Tian Y. Peking prognostic score is a useful prognostic factor in patients with gastric cancer liver metastases receiving hepatectomy. Front Nutr 2022; 9:976364. [PMID: 36245530 PMCID: PMC9562039 DOI: 10.3389/fnut.2022.976364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 09/01/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND The present work evaluated how Peking prognostic score (PPS), the new prognostic index determined according to sarcopenia and lymphocyte-to-C-reactive protein ratio (LCR), was a prognostic factor for patients with gastric cancer liver metastases (GCLM) who received hepatectomy. METHODS This work extracted information about patients with GCLM who underwent hepatectomy from June 2012 to May 2018. The PPS of the patients was calculated from sarcopenia status and LCR before surgery, and patients were then divided into three groups based on their PPS. This work also carried out univariate and multivariate analyses for identifying variables that were linked with overall survival (OS) together with recurrence-free survival (RFS) after hepatectomy among three groups according to PPS. RESULTS This work included 108 GCLM cases who received hepatectomy. All cases were classified into 3 groups, i.e., 26 (24.1%), 48 (44.4%), and 34 (31.5%) in groups 0-2, separately. PPS exhibited positive relation with age (p < 0.001), body mass index (BMI; p = 0.012), and liver metastasis number. The relapse rate after hepatectomy in patients with GCLM was 69.4%. Additionally, the remnant liver relapse rates of groups 0-2 were 80.0, 68.7, and 53.5%. Patients in group 0 had significantly increased remnant liver relapse rates when compared with those in groups 0 and 1. PPS was significantly related to relapse patterns (p = 0.003). Relative to group 0, those of the other 2 groups showed dismal OS [hazard ratio (HR) = 3.98, 7.49 for groups 1 and 2; p < 0.001] along with RFS (HR = 3.65, 5.33 for groups 1 and 2; p < 0.001). As revealed by multivariate analysis, PPS independently predicted OS (p < 0.001) together with RFS (p < 0.001). CONCLUSION The PPS could be an easy nutrition-inflammation prognostic scoring system and an independent preoperative predictor of survival for GCLM cases after hepatectomy.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Yibin Xie
- Department of Pancreatic and Gastric Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yantao Tian
- Department of Pancreatic and Gastric Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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20
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Xiong J, Hu H, Kang W, Li Y, Jin P, Shao X, Li W, Tian Y. Peking Prognostic Score, Based on Preoperative Sarcopenia Status, Is a Novel Prognostic Factor in Patients With Gastric Cancer. Front Nutr 2022; 9:910271. [PMID: 35747263 PMCID: PMC9210445 DOI: 10.3389/fnut.2022.910271] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 05/10/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND This study focused on assessing the role of the Peking prognostic score (PPS), a novel prognostic index based on muscle atrophy and lymphocyte-to-C-reactive protein ratio, within gastric cancer patient prognosis. METHODS We analyzed the data collected from 774 gastric cancer cases between April 2011 and February 2016 (discovery cohort). The results were assessed in 575 gastric cancer cases from March 2016 to September 2019 (validation cohort). For evaluating skeletal muscle mass, we obtained computed tomography images at the third lumbar vertebra level (L3). We performed a time-dependent receiver operating characteristic curve (t-ROC) to analyze PPS's prognostic significance with others. RESULTS The discovery cohort enrolled altogether 774 patients with non-metastatic gastric cancer, including 639 (82.5%) men along with 135 (17.5%) women. The patients were divided into 3 groups; 166 patients (21.4%) were assigned into group 0, 472 (60.9%) in group 1, and 136 (17.7%) in group 2, respectively. An increased PPS was in direct proportion to an elder age, reduced body mass index, higher Pathological Tumor Lymph Node Metastasis stage, perineural invasion, and vascular invasion. We identified PPS to independently estimate patient overall survival (OS) together with disease-free survival (DFS; both P < 0.001). Additionally, as revealed by t-ROC analysis, PPS exhibited the highest sensitivity compared with other prognostic scoring systems in predicting patient survival. Finally, we evaluated the prognostic value of PPS in the validation cohort and confirmed that preoperative PPS independently estimates patient OS and DFS. CONCLUSION The PPS accounts for an efficient nutrition-inflammation prognostic scoring system in gastric cancer patients.
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Affiliation(s)
| | | | | | | | | | | | | | - Yantao Tian
- Department of Pancreatic and Gastric Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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21
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Chen S, He T, Sun S, Wu J, Xu B, Mao W, Chen M. Prognostic Significance of Pre- to Postoperative Dynamics of Sarcopenia for Patients with Renal Cell Carcinoma Undergoing Laparoscopic Nephrectomy. Front Surg 2022; 9:871731. [PMID: 35529912 PMCID: PMC9069139 DOI: 10.3389/fsurg.2022.871731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 04/07/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundThe aim of this study was to investigate the prognostic role of the dynamics of sarcopenia in the pre- to postoperative for patients with renal cell carcinoma (RCC) undergoing laparoscopic nephrectomy.MethodsThis study included 261 patients who underwent laparoscopic nephrectomy between 2014 and 2019. The skeletal muscle index (SMI) of the L3 lumbar region was used to assess sarcopenia. The overall population was divided into four groups according to the dynamics of sarcopenia from pre- to postoperative: group 1 (both pre- and postoperative sarcopenia), group 2 (preoperative non-sarcopenia to postoperative sarcopenia), group 3 (preoperative sarcopenia to postoperative non-sarcopenia), and group 4 (both pre- and postoperative non-sarcopenia). The endpoints of the study were overall survival (OS) and cancer-specific survival (CSS).ResultsOf the 261 patients who underwent laparoscopic nephrectomy, 103 (39.5%) had preoperative sarcopenia and 183 (70.1%) had postoperative sarcopenia. Patients with pre- or postoperative sarcopenia had poor survival outcomes. Sarcopenia dynamic was a better predictor of OS (AUC = 0.737) and CSS (AUC = 0.696) in patients with RCC than pre- and postoperative sarcopenia, and patients in group 4 of sarcopenia dynamic had the best OS and CSS. In addition, sarcopenia dynamics was an independent risk factor for OS and CSS, with a 94.5% reduction in OS risk (HR = 0.055, 95% CI 0.007–0.407, p = 0.003) and a 91.9% reduction in CSS risk (HR = 0.081, 95% CI 0.011–0.616, p = 0.015) in the group 4 compared with the group 1.ConclusionOur study is the first to assess the prognostic value of pre- and postoperative sarcopenia dynamics in patients with RCC.
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Affiliation(s)
| | | | | | - Jianping Wu
- Correspondence: Ming Chen Weipu Mao Bin Xu Jianping Wu
| | - Bin Xu
- Correspondence: Ming Chen Weipu Mao Bin Xu Jianping Wu
| | - Weipu Mao
- Correspondence: Ming Chen Weipu Mao Bin Xu Jianping Wu
| | - Ming Chen
- Correspondence: Ming Chen Weipu Mao Bin Xu Jianping Wu
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22
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Khan AI, Psutka SP, Patil DH, Hong G, Williams MA, Bilen MA, Sekhar A, Kissick HT, Narayan VM, Joshi SS, Ogan K, Master VA. Sarcopenia and systemic inflammation are associated with decreased survival after cytoreductive nephrectomy for metastatic renal cell carcinoma. Cancer 2022; 128:2073-2084. [PMID: 35285950 DOI: 10.1002/cncr.34174] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 01/03/2022] [Accepted: 01/03/2022] [Indexed: 12/22/2022]
Abstract
BACKGROUND This study was aimed at assessing the associations of sarcopenia, muscle density, adiposity, and inflammation with overall survival (OS) after cytoreductive nephrectomy (CN) for metastatic renal cell carcinoma. METHODS In all, 158 patients undergoing CN from 2001 to 2014 had digitized preoperative imaging for tissue segmentation via Slice-O-Matic software (version 5.0) at the mid-L3 level. The skeletal muscle index was calculated with the skeletal muscle area (cm2 ) normalized for height (m2 ), and the skeletal muscle density (SMD) was calculated with average Hounsfield units. Adiposity was measured with the cross-sectional area (cm2 ) of visceral, subcutaneous, and intramuscular adiposity compartments and was similarly normalized for height. The average fat density was obtained in Hounsfield units. OS was estimated with the Kaplan-Meier method. Associations between body composition, inflammation metrics, and relevant clinicopathology and OS were assessed with univariable and multivariate Cox analyses. RESULTS Seventy-six of the 158 patients (48%) were sarcopenic. Sarcopenia was associated with elevated neutrophil to lymphocyte ratios (NLRs; P = .02), increased age (P = .001), lower body mass indices (P = .009), greater modified Motzer scores (P = .019), and lower SMD (P = .006). The median OS was 15.0 and 29.4 months for sarcopenic and nonsarcopenic patients, respectively (P = .04). Elevated inflammation (NLR or C-reactive protein), in addition to sarcopenia, was independently associated with OS, with an elevated NLR ≥ 3.5 and sarcopenia associated with the poorest OS at 10.2 months. No associations were observed between measurements of muscle density or adiposity and OS. CONCLUSIONS Sarcopenia and measures of high systemic inflammation are additively associated with inferior OS after CN and may be of use in preoperative risk stratification. LAY SUMMARY Body composition and sarcopenia (a deficiency in skeletal musculature) have been shown to affect outcomes in cancer. We found that sarcopenic patients had poor survival in comparison with nonsarcopenic patients in the setting of metastatic renal cell carcinoma (mRCC). Patients with both elevated inflammation and sarcopenia had the poorest survival. Sarcopenia is an objective measure of nutrition that can assist in therapeutic counseling and decision-making for individualized treatment in mRCC.
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Affiliation(s)
- Amir Ishaq Khan
- Department of Urology, Yale University School of Medicine, New Haven, Connecticut
| | - Sarah P Psutka
- Department of Urology, University of Washington School of Medicine, Seattle, Washington
| | - Dattatraya H Patil
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia
| | - Gordon Hong
- Northeast Ohio Medical University, Rootstown, Ohio
| | - Milton A Williams
- Department of Urology, University of Alabama at Birmingham School of Medicine, Birmingham, Alabama
| | - Mehmet A Bilen
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, Georgia
| | - Aarti Sekhar
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia
| | - Haydn T Kissick
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia
| | - Vikram M Narayan
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia
| | - Shreyas S Joshi
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia
| | - Kenneth Ogan
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia
| | - Viraj A Master
- Department of Urology, Emory University School of Medicine, Atlanta, Georgia
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23
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Xiong J, Hu H, Kang W, Shao X, Li Y, Jin P, Tian Y. Association of Sarcopenia and Expression of Interleukin-16 in Gastric Cancer Survival. Nutrients 2022; 14:838. [PMID: 35215488 PMCID: PMC8878671 DOI: 10.3390/nu14040838] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 02/11/2022] [Accepted: 02/16/2022] [Indexed: 12/24/2022] Open
Abstract
We designed the present work to explore the connection between sarcopenia and interleukin-16 (IL-16) expression and their integrated relation with gastric cancer (GC) survival. We deemed the sex-specific third lumbar vertebra skeletal muscle index cutoffs for sarcopenia to be ≤40.8 and ≤34.9 cm2/m2 in male and female patients, respectively. Immunohistochemistry was carried out to detect IL-16 levels among GC tissues of the patients. We determined overall survival (OS) and relapse-free survival (RFS) by univariate and multivariate analyses. This study included 225 GC cases, with an average age of 62.7 years. There were 41 (18.2%) female patients, and 107 (47.5%) patients had sarcopenia. Sarcopenia and high IL-16 expression were identified as independent factors to predict OS (hazard ratios [HR] = 1.64 and 1.79, 95% confidence interval [CI] = 1.25-2.23 and 1.16-2.78, respectively) and RFS (HR = 1.43 and 1.60, 95% CI = 1.15-2.95 and 1.10-2.37, respectively). There were more cases showing high IL-16 expression detected in the sarcopenia group (55.7% vs. 37.3%, p = 0.003). Later, we grouped the patients with sarcopenia and IL-16 expression and discovered that the patients with sarcopenia and IL-16 upregulation displayed the poorest OS (HR = 3.02; 95% CI = 1.64-5.91) and RFS (HR = 2.34; 95% CI = 1.47-4.69). In conclusion, more IL-16 upregulation was noted in GC patients with sarcopenia. Sarcopenia accompanied by high IL-16 expression remarkably indicates a dismal prognosis in GC patients. This suggests that these biomarkers may be able to identify patients with GC with poor prognosis and enhance prognostication.
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Affiliation(s)
| | | | | | | | | | | | - Yantao Tian
- Department of Pancreatic and Gastric Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China; (J.X.); (H.H.); (W.K.); (X.S.); (Y.L.); (P.J.)
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24
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Pozios I, Kaufmann D, Boubaris K, Seeliger H, Weixler B, Stroux A, Kamphues C, Margonis GA, Kreis ME, Beyer K, Seifarth C, Lauscher JC. Impact of myopenia and myosteatosis on postoperative outcome and recurrence in Crohn's disease. Int J Colorectal Dis 2022; 37:791-804. [PMID: 35156133 PMCID: PMC8976810 DOI: 10.1007/s00384-022-04104-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/30/2022] [Indexed: 02/04/2023]
Abstract
PURPOSE Myopenia and myosteatosis have been proposed to be prognostic factors of surgical outcomes for various diseases, but their exact role in Crohn's disease (CD) is unknown. The aim of this study is to evaluate their impact on anastomotic leakage, CD recurrence, and postoperative complications after ileocecal resection in patients with CD. METHODS A retrospective analysis of CD patients undergoing ileocecal resection at our tertiary referral center was performed. To assess myopenia, skeletal muscle index (skeletal muscle area normalized for body height) was measured using an established image analysis method at third lumbar vertebra level on MRI cross-sectional images. Muscle signal intensity was measured to assess myosteatosis index. RESULTS A total of 347 patients were retrospectively analyzed. An adequate abdominal MRI scan within 12 months prior to surgery was available for 223 patients with median follow-up time of 48.8 months (IQR: 20.0-82.9). Anastomotic leakage rate was not associated with myopenia (SMI: p = 0.363) or myosteatosis index (p = 0.821). Patients with Crohn's recurrence had a significantly lower SMI (p = 0.047) in univariable analysis, but SMI was not an independent factor for recurrent anastomotic stenosis in multivariable analysis (OR 0.951, 95% CI 0.840-1.078; p = 0.434). Postoperative complications were not associated with myopenia or myosteatosis. CONCLUSION Based on the largest cohort of its kind with a long follow-up time, we could provide some data that MRI parameters for myopenia and myosteatosis may not be reliable predictors of postoperative outcome or recurrence in patients with Crohn's disease undergoing ileocecal resection.
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Affiliation(s)
- Ioannis Pozios
- grid.7468.d0000 0001 2248 7639Department of General and Visceral Surgery, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Hindenburgdamm 30, 12203 Berlin, Germany
| | - David Kaufmann
- grid.419801.50000 0000 9312 0220Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Augsburg, Augsburg, Germany
| | - Katharina Boubaris
- grid.7468.d0000 0001 2248 7639Department of General and Visceral Surgery, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Hindenburgdamm 30, 12203 Berlin, Germany
| | - Hendrik Seeliger
- grid.7468.d0000 0001 2248 7639Department of General and Visceral Surgery, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Hindenburgdamm 30, 12203 Berlin, Germany
| | - Benjamin Weixler
- grid.7468.d0000 0001 2248 7639Department of General and Visceral Surgery, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Hindenburgdamm 30, 12203 Berlin, Germany
| | - Andrea Stroux
- grid.6363.00000 0001 2218 4662Charité –Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität Zu Berlin, Institute of Biometry and Clinical Epidemiology, Charitéplatz 1, 10117 Berlin, Germany ,grid.484013.a0000 0004 6879 971XBerlin Institute of Health at Charité – Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Carsten Kamphues
- grid.7468.d0000 0001 2248 7639Department of General and Visceral Surgery, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Hindenburgdamm 30, 12203 Berlin, Germany
| | - Georgios Antonios Margonis
- grid.51462.340000 0001 2171 9952Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY USA
| | - Martin E. Kreis
- grid.7468.d0000 0001 2248 7639Department of General and Visceral Surgery, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Hindenburgdamm 30, 12203 Berlin, Germany
| | - Katharina Beyer
- grid.7468.d0000 0001 2248 7639Department of General and Visceral Surgery, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Hindenburgdamm 30, 12203 Berlin, Germany
| | - Claudia Seifarth
- grid.7468.d0000 0001 2248 7639Department of General and Visceral Surgery, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Hindenburgdamm 30, 12203 Berlin, Germany
| | - Johannes C. Lauscher
- grid.7468.d0000 0001 2248 7639Department of General and Visceral Surgery, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Hindenburgdamm 30, 12203 Berlin, Germany
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25
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Campi R, Berni A, Amparore D, Bertolo R, Capitanio U, Carbonara U, Erdem S, Ingels A, Kara O, Klatte T, Kriegmair M, Marchioni M, Minervini A, Mir MC, Papalia R, Pavan N, Pecoraro A, Gomez Rivas J, Rivasi G, Roussel E, Ungar A, Serni S, Esperto F. Impact of frailty on perioperative and oncologic outcomes in patients undergoing surgery or ablation for renal cancer: a systematic review. Minerva Urol Nephrol 2021; 74:146-160. [PMID: 34714036 DOI: 10.23736/s2724-6051.21.04583-3] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND Frailty has been recognized as a major risk factor for adverse perioperative and oncological outcomes in patients with genitourinary malignancies. Yet, the evidence supporting such an association in patients with renal cell carcinoma (RCC) is still sparse. Herein we provide an updated comprehensive overview of the impact of frailty on perioperative and oncologic outcomes in patients undergoing surgery or ablation for RCC. EVIDENCE ACQUISITION A systematic review of the English-language literature was conducted using the MEDLINE (Via PubMed), Web of Science and the Cochrane Library databases according to the principles highlighted by the EAU Guidelines Office and the PRISMA statement recommendations. The review protocol was registered on PROSPERO (CRD42021242516). The overall quality of evidence was assessed according to GRADE recommendations. EVIDENCE SYNTHESIS Overall, 18 studies were included in the qualitative analysis. Most of these were retrospective single-centre series including patients undergoing surgery for non-metastatic RCC. The overall quality of evidence was low. A variety of measures were used for frailty assessment, including the Canadian Study of Health and Aging Frailty Index, the five-item frailty index, the Modified Rockwood's Clinical Frailty Scale Score, the Hopkins Frailty score, the Groningen Frailty Index, and the Geriatric nutritional risk index. Sarcopenia was defined based on the Lumbar skeletal muscle mass at cross-sectional imaging, the skeletal muscle index, the total psoas area, or the psoas muscle index. Overall, available studies point to frailty and sarcopenia as potential independent risk factors for worse perioperative and oncological outcomes after surgery or ablation for different RCC stages. Increased patient's frailty was indeed associated with higher risk of perioperative complications, healthcare resources utilization, readmission rates and longer hospitalization periods, as well as potentially lower cancer specific or overall survival. CONCLUSIONS Frailty has been consistently associated with worse outcomes after surgery for RCC, reinforcing the value of preoperative frailty assessment in carefully selected patients. Given the low quality of the available evidence (especially in the setting of tumour ablation), prospective studies are needed to standardize frailty assessments and to identify patients who are expected to benefit most from preoperative geriatric evaluation, aiming to optimize decision-making and postoperative outcomes in patients with RCC.
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Affiliation(s)
- Riccardo Campi
- Unit of Urological Robotic Surgery and Renal Transplantation, Careggi Hospital, University of Florence, Florence, Italy - .,Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy - .,European Association of Urology (EAU) Young Academic Urologists (YAU) Renal Cancer Working Group -
| | - Alessandro Berni
- Unit of Urological Robotic Surgery and Renal Transplantation, Careggi Hospital, University of Florence, Florence, Italy
| | - Daniele Amparore
- European Association of Urology (EAU) Young Academic Urologists (YAU) Renal Cancer Working Group.,Division of Urology, Department of Oncology, School of Medicine, San Luigi Hospital, University of Turin, Orbassano, Turin, Italy
| | - Riccardo Bertolo
- European Association of Urology (EAU) Young Academic Urologists (YAU) Renal Cancer Working Group.,Department of Urology, San Carlo Di Nancy Hospital, Rome, Italy
| | - Umberto Capitanio
- Department of Urology, IRCCS San Raffaele Scientific Institute, Milan, Italy.,Division of Experimental Oncology, Urological Research Institute, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Umberto Carbonara
- European Association of Urology (EAU) Young Academic Urologists (YAU) Renal Cancer Working Group.,Department of Emergency and Organ Transplantation-Urology, Andrology and Kidney Transplantation Unit, University of Bari, Bari, Italy
| | - Selcuk Erdem
- European Association of Urology (EAU) Young Academic Urologists (YAU) Renal Cancer Working Group.,Division of Urologic Oncology, Department of Urology, Istanbul University Istanbul Faculty of Medicine, Istanbul, Turkey
| | - Alexandre Ingels
- European Association of Urology (EAU) Young Academic Urologists (YAU) Renal Cancer Working Group.,Department of Urology, University Hospital Henri Mondor, APHP, Créteil, France.,Biomaps, UMR1281, INSERM, CNRS, CEA, Université Paris Saclay, Villejuif, France
| | - Onder Kara
- European Association of Urology (EAU) Young Academic Urologists (YAU) Renal Cancer Working Group.,Department of Urology, Kocaeli University School of Medicine, Kocaeli, Turkey
| | - Tobias Klatte
- Department of Surgery, University of Cambridge, Cambridge, UK.,Department of Urology, Royal Bournemouth Hospital, Bournemouth, UK
| | - Maximilian Kriegmair
- European Association of Urology (EAU) Young Academic Urologists (YAU) Renal Cancer Working Group.,Department of Urology, University Medical Centre Mannheim, Mannheim, Germany
| | - Michele Marchioni
- European Association of Urology (EAU) Young Academic Urologists (YAU) Renal Cancer Working Group.,Department of Medical, Oral and Biotechnological Sciences, Laboratory of Biostatistics, University G D'Annunzio Chieti-Pescara, Chieti, Italy.,Department of Urology, SS Annunziata Hospital, G D'Annunzio University of Chieti, Chieti, Italy
| | - Andrea Minervini
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy.,Unit of Urological Oncologic Minimally-Invasive Robotic Surgery and Andrology, Careggi Hospital, University of Florence, Florence, Italy
| | - Maria C Mir
- Department of Urology, Fundacion Instituto Valenciano Oncologia, Valencia, Spain
| | - Rocco Papalia
- Department of Urology, Campus Bio-Medico University, Rome, Italy
| | - Nicola Pavan
- European Association of Urology (EAU) Young Academic Urologists (YAU) Renal Cancer Working Group.,Urology Clinic, Department of Medical, Surgical and Health Science, University of Trieste, Trieste, Italy
| | - Angela Pecoraro
- European Association of Urology (EAU) Young Academic Urologists (YAU) Renal Cancer Working Group.,Division of Urology, Department of Oncology, School of Medicine, San Luigi Hospital, University of Turin, Orbassano, Turin, Italy
| | - Juan Gomez Rivas
- Department of Urology, La Paz University Hospital, Madrid, Spain.,European Society of Residents in Urology (ESRU), Arnhem, the Netherlands
| | - Giulia Rivasi
- Division of Geriatric and Intensive Care Medicine, Careggi Hospital and University of Florence, Florence, Italy
| | - Eduard Roussel
- European Association of Urology (EAU) Young Academic Urologists (YAU) Renal Cancer Working Group.,Department of Urology, University Hospitals Leuven, Leuven, Belgium
| | - Andrea Ungar
- Division of Geriatric and Intensive Care Medicine, Careggi Hospital and University of Florence, Florence, Italy
| | - Sergio Serni
- Unit of Urological Robotic Surgery and Renal Transplantation, Careggi Hospital, University of Florence, Florence, Italy.,Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Francesco Esperto
- Department of Urology, Campus Bio-Medico University, Rome, Italy.,European Society of Residents in Urology (ESRU), Arnhem, the Netherlands
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Nabavizadeh B, Master VA. Let's ask the patient: Self-reported quality-of-life measures help to predict kidney cancer mortality. Cancer 2021; 128:447-448. [PMID: 34609747 DOI: 10.1002/cncr.33955] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 09/06/2021] [Indexed: 11/06/2022]
Affiliation(s)
- Behnam Nabavizadeh
- Department of Urology, University of California San Francisco, San Francisco, California
| | - Viraj A Master
- Department of Urology, Emory University, Atlanta, Georgia.,Winship Cancer Institute, Emory University, Atlanta, Georgia
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27
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Troschel FM, Jin Q, Eichhorn F, Muley T, Best TD, Leppelmann KS, Yang CFJ, Troschel AS, Winter H, Heußel CP, Gaissert HA, Fintelmann FJ. Sarcopenia on preoperative chest computed tomography predicts cancer-specific and all-cause mortality following pneumonectomy for lung cancer: A multicenter analysis. Cancer Med 2021; 10:6677-6686. [PMID: 34409756 PMCID: PMC8495285 DOI: 10.1002/cam4.4207] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 07/30/2021] [Indexed: 12/20/2022] Open
Abstract
Background Mortality risk prediction in patients undergoing pneumonectomy for non‐small cell lung cancer (NSCLC) remains imperfect. Here, we aimed to assess whether sarcopenia on routine chest computed tomography (CT) independently predicts worse cancer‐specific (CSS) and overall survival (OS) following pneumonectomy for NSCLC. Methods We included consecutive adults undergoing standard or carinal pneumonectomy for NSCLC at Massachusetts General Hospital and Heidelberg University from 2010 to 2018. We measured muscle cross‐sectional area (CSA) on CT at thoracic vertebral levels T8, T10, and T12 within 90 days prior to surgery. Sarcopenia was defined as T10 muscle CSA less than two standard deviations below the mean in healthy controls. We adjusted time‐to‐event analyses for age, body mass index, Charlson Comorbidity Index, forced expiratory volume in 1 second in % predicted, induction therapy, sex, smoking status, tumor stage, side of pneumonectomy, and institution. Results Three hundred and sixty‐seven patients (67.4% male, median age 62 years, 16.9% early‐stage) underwent predominantly standard pneumonectomy (89.6%) for stage IIIA NSCLC (45.5%) and squamous cell histology (58%). Sarcopenia was present in 104 of 367 patients (28.3%). Ninety‐day all‐cause mortality was 7.1% (26/367). After a median follow‐up of 20.5 months (IQR, 9.2–46.9), 183 of 367 patients (49.9%) had died. One hundred and thirty‐three (72.7%) of these deaths were due to lung cancer. Sarcopenia was associated with shorter CSS (HR 1.7, p = 0.008) and OS (HR 1.7, p = 0.003). Conclusions This transatlantic multicenter study confirms that sarcopenia on preoperative chest CT is an independent risk factor for CSS and OS following pneumonectomy for NSCLC.
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Affiliation(s)
- Fabian M Troschel
- Department of Radiation Oncology, Münster University Hospital, Münster, Germany.,Department of Radiology, Division of Thoracic Imaging and Intervention, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Qianna Jin
- Department of Diagnostic and Interventional Radiology with Nuclear Medicine, Thoraxklinik Heidelberg at Heidelberg University Hospital, Heidelberg, Germany.,Department of Diagnostic and Interventional Radiology, University Hospital Heidelberg, Heidelberg, Germany.,Translational Lung Research Centre (TLRC) Heidelberg, German Centre for Lung Research, Heidelberg, Germany.,Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Florian Eichhorn
- Translational Lung Research Centre (TLRC) Heidelberg, German Centre for Lung Research, Heidelberg, Germany.,Department of Surgery, Thoraxklinik, Heidelberg University Hospital, Heidelberg, Germany
| | - Thomas Muley
- Translational Lung Research Centre (TLRC) Heidelberg, German Centre for Lung Research, Heidelberg, Germany.,Department of Surgery, Thoraxklinik, Heidelberg University Hospital, Heidelberg, Germany
| | - Till D Best
- Department of Radiology, Division of Thoracic Imaging and Intervention, Massachusetts General Hospital, Boston, Massachusetts, USA.,Department of Radiology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, Berlin, Germany
| | - Konstantin S Leppelmann
- Department of Radiology, Division of Thoracic Imaging and Intervention, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Chi-Fu Jeffrey Yang
- Department of Surgery, Division of Thoracic Surgery, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Amelie S Troschel
- Department of Radiology, Division of Thoracic Imaging and Intervention, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Hauke Winter
- Translational Lung Research Centre (TLRC) Heidelberg, German Centre for Lung Research, Heidelberg, Germany.,Department of Surgery, Thoraxklinik, Heidelberg University Hospital, Heidelberg, Germany
| | - Claus P Heußel
- Department of Diagnostic and Interventional Radiology with Nuclear Medicine, Thoraxklinik Heidelberg at Heidelberg University Hospital, Heidelberg, Germany.,Department of Diagnostic and Interventional Radiology, University Hospital Heidelberg, Heidelberg, Germany.,Translational Lung Research Centre (TLRC) Heidelberg, German Centre for Lung Research, Heidelberg, Germany
| | - Henning A Gaissert
- Department of Surgery, Division of Thoracic Surgery, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Florian J Fintelmann
- Department of Radiology, Division of Thoracic Imaging and Intervention, Massachusetts General Hospital, Boston, Massachusetts, USA
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Martini DJ, Olsen TA, Goyal S, Liu Y, Evans ST, Magod B, Brown JT, Yantorni L, Russler GA, Caulfield S, Goldman JM, Nazha B, Kissick HT, Harris WB, Kucuk O, Carthon BC, Master VA, Bilen MA. Body Composition Variables as Radiographic Biomarkers of Clinical Outcomes in Metastatic Renal Cell Carcinoma Patients Receiving Immune Checkpoint Inhibitors. Front Oncol 2021; 11:707050. [PMID: 34307176 PMCID: PMC8299332 DOI: 10.3389/fonc.2021.707050] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Accepted: 06/24/2021] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND Immune checkpoint inhibitors (ICI) have revolutionized the treatment of metastatic renal cell carcinoma (mRCC). Biomarkers for mRCC patients treated with ICI are limited, and body composition is underutilized in mRCC. We investigated the association between body composition and clinical outcomes in ICI-treated mRCC patients. METHODS We performed a retrospective analysis of 79 ICI-treated mRCC patients at Winship Cancer Institute from 2015-2020. Baseline CT images were collected at mid-L3 and segmented using SliceOMatic v5.0 (TomoVision). Density of skeletal muscle (SM), subcutaneous fat, inter-muscular fat, and visceral fat were measured and converted to indices by dividing by height(m)2 (SMI, SFI, IFI, and VFI, respectively). Total fat index (TFI) was defined as the sum of SFI, IFI, and VFI. Patients were characterized as high versus low for each variable at gender-specific optimal cuts using overall survival (OS) as the primary outcome. A prognostic risk score was created based on the beta coefficient from the multivariable Cox model after best subset variable selection. Body composition risk score was calculated as IFI + 2*SM mean + SFI and patients were classified as poor (0-1), intermediate (2), or favorable risk (3-4). Kaplan-Meier method and Log-rank test were used to estimate OS and PFS and compare the risk groups. Concordance statistics (C-statistics) were used to measure the discriminatory magnitude of the model. RESULTS Most patients were male (73%) and most received ICI as first (35%) or second-line (51%) therapy. The body composition poor-risk patients had significantly shorter OS (HR: 6.37, p<0.001), PFS (HR: 4.19, p<0.001), and lower chance of CB (OR: 0.23, p=0.044) compared to favorable risk patients in multivariable analysis. Patients with low TFI had significantly shorter OS (HR: 2.72, p=0.002), PFS (HR: 1.91, p=0.025), and lower chance of CB (OR: 0.25, p=0.008) compared to high TFI patients in multivariable analysis. The C-statistics were higher for body composition risk groups and TFI (all C-statistics ≥ 0.598) compared to IMDC and BMI. CONCLUSIONS Risk stratification using the body composition variables IFI, SM mean, SFI, and TFI may be prognostic and predictive of clinical outcomes in mRCC patients treated with ICI. Larger, prospective studies are warranted to validate this hypothesis-generating data.
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Affiliation(s)
- Dylan J. Martini
- Winship Cancer Institute of Emory University, Department of Hematology and Medical Oncology, Atlanta, GA, United States
- Massachusetts General Hospital, Department of Medicine, Boston, MA, United States
| | - T. Anders Olsen
- Winship Cancer Institute of Emory University, Department of Hematology and Medical Oncology, Atlanta, GA, United States
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA, United States
| | - Subir Goyal
- Departments of Biostatistics and Bioinformatics, Emory University, Atlanta, GA, United States
| | - Yuan Liu
- Departments of Biostatistics and Bioinformatics, Emory University, Atlanta, GA, United States
| | - Sean T. Evans
- Winship Cancer Institute of Emory University, Department of Hematology and Medical Oncology, Atlanta, GA, United States
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA, United States
| | - Benjamin Magod
- Winship Cancer Institute of Emory University, Department of Hematology and Medical Oncology, Atlanta, GA, United States
- Northwestern University, Department of Medicine, Chicago, IL, United States
| | - Jacqueline T. Brown
- Winship Cancer Institute of Emory University, Department of Hematology and Medical Oncology, Atlanta, GA, United States
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA, United States
| | - Lauren Yantorni
- Winship Cancer Institute of Emory University, Department of Hematology and Medical Oncology, Atlanta, GA, United States
| | - Greta Anne Russler
- Winship Cancer Institute of Emory University, Department of Hematology and Medical Oncology, Atlanta, GA, United States
| | - Sarah Caulfield
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA, United States
- Department of Pharmaceutical Services, Emory University School of Medicine, Atlanta, GA, United States
| | - Jamie M. Goldman
- Winship Cancer Institute of Emory University, Department of Hematology and Medical Oncology, Atlanta, GA, United States
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA, United States
| | - Bassel Nazha
- Winship Cancer Institute of Emory University, Department of Hematology and Medical Oncology, Atlanta, GA, United States
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA, United States
| | - Haydn T. Kissick
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States
| | - Wayne B. Harris
- Winship Cancer Institute of Emory University, Department of Hematology and Medical Oncology, Atlanta, GA, United States
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA, United States
| | - Omer Kucuk
- Winship Cancer Institute of Emory University, Department of Hematology and Medical Oncology, Atlanta, GA, United States
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA, United States
| | - Bradley C. Carthon
- Winship Cancer Institute of Emory University, Department of Hematology and Medical Oncology, Atlanta, GA, United States
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA, United States
| | - Viraj A. Master
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States
| | - Mehmet Asim Bilen
- Winship Cancer Institute of Emory University, Department of Hematology and Medical Oncology, Atlanta, GA, United States
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA, United States
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