Development and validation of a novel scoring index (C-reactive protein, age, race, and tumor size) to predict renal functional decline post partial nephrectomy.

2019 ◽  
Vol 37 (7_suppl) ◽  
pp. 597-597
Author(s):  
Margaret Frances Meagher ◽  
Dattatraya H Patil ◽  
Kazutaka Saito ◽  
Brittney Cotta ◽  
Yosuke Yasuda ◽  
...  

597 Background: Functional decline is a sequelae of extirpative renal surgery with potential for significant morbidity. We utilized pre-operative patient demographics, C-reactive protein, and tumor size to design and validate a novel scoring index to predict functional decline post partial nephrectomy. Methods: A multi-institutional dataset was utilized for analysis of patients with pre-operative estimated glomerular filtration rate (eGFR) > 60mL/min/1.73m2 by CKD-EPI equation. Multivariable analysis (MVA) was carried out for potential variables associated with development of post-operative chronic kidney disease (CKD) stage IIIB at last follow-up (eGFR < 45 mL/min/1.73m2). Significant variables were included in the predictive model and assigned an index score based on odds ratio. Receiver-operating-characteristic (ROC) analysis was employed to evaluate predictive validity, and bootstrapping technique was utilized to validate the model. Results: 924 patients were analyzed. 826 patients had post-operative eGFR > 45, while 111 patients had eGFR. Factors on MVA independently associated with increased risk of development of eGFR < 45 included age 65+ (OR = 2.6, p < 0.001), African-American race (OR = 2.3, p = 0.006), C-reactive protein level > 0.5mg/dL (OR = 5.3, p < 0.001), and tumor size > 4 cm (OR = 1.458, p = 0.189). For CART (C-reactive protein, Age, Race, Tumor size) score, the following values were assigned: age ( < 65 = 1, age > 65 = 3), race (non-African-American = 1, African-American = 2), tumor size ( < 4 = 1, > 4cm = 2), and CRP ( < 0.5mg/dL = 1, > 0.5mg/dL = 4). Analysis demonstrated 2.6% (12/469) of patients with a low (4-6) score had de novo eGFR < 45 postoperatively, while 35% (41/117) of patients with a high (10-11) score had de novo eGFR < 45. ROC analysis revealed AUC of 0.778, and ROC bootstrapping validation of 95 randomly selected patients revealed an AUC of 0.808. Conclusions: CART score represents a novel composite score that significantly predicts development of eGFR < 45 after surgery. This scoring system may assist in patient counseling and clinical decision making, as well as an impetus to improve outcomes in at-risk patient subgroups.

2012 ◽  
Vol 187 (4S) ◽  
Author(s):  
Seth A. Cohen ◽  
Kerrin L. Palazzi ◽  
Ryan P. Kopp ◽  
Reza Mehrazin ◽  
Samuel K. Park ◽  
...  

2020 ◽  
Vol 38 (6_suppl) ◽  
pp. 749-749
Author(s):  
Margaret Frances Meagher ◽  
Aaron Bradshaw ◽  
Dattatraya H Patil ◽  
Kazutaka Saito ◽  
Brittney Cotta ◽  
...  

749 Background: African-Americans have an increased incidence of renal tumors of lower oncological potential when compared to other ethno-racial groups. Yet, survival outcomes are similar. We investigated the impact of African-American race on overall survival, oncological and functional outcomes, and non-cancer mortality. Methods: Multi-institutional (Emory, TMDU, UCSD) retrospective analysis of patients who underwent partial or radical nephrectomy between 1998-2018. Primary outcome was overall survival (OS). Secondary outcomes were non-cancer mortality (NCM), recurrence free survival (RFS), and eGFR decline. Multivariable logistic regression (MVA) was used to analyze OS, NCM, and RFS, and estimated glomerular filtration rate (eGFR)<45 and <30 ml/min/1.73m2. Results: 3632 patients were grouped into African American (AA, n=531) and Non-African American (NAA, n=3101). No difference was noted between groups with respect to mean tumor size (p=0.31). NAA had a higher proportion of metastases at presentation (9.9% vs. 7.0%, p=0.04). AA race was an independent risk factor for functional decline to de novo eGFR <45 (OR=1.43, p=0.04) and de novo eGFR<30 (OR 2.01, p<0.001). MVA for worsened NCM demonstrated AA race (OR=1.63, p=0.02), increasing age (OR=1.05, p<0.001), male sex (OR=1.56, p=0.01), and hypertension (OR=1.73, p=0.001) to be independent risk factors. Significant factors on MVA for worsened OS included increasing age (OR=1.03, p<0.001), radical nephrectomy (OR=1.47, p=0.01), increasing tumor size (OR=1.11, p<0.001), hypertension (OR=2.63, p<0.001), high tumor grade (OR=1.97, p<0.001), and post-operative eGFR <45 (OR=1.50, p=0.01). MVA for worsening RFS demonstrated high tumor grade (OR=2.04, p<0.001) and increasing clinical tumor size (OR=1.15, p<0.001) to be independent factors. Conclusions: African Americans undergoing surgical management for RCC appear to have similar OS and RFS, but poorer NCM than non-African American patients. The cause of these disparities is multi-faceted but likely is associated with functional decline. Nephron-sparing management when feasible and appropriate should be considered in African-Americans presenting with renal cortical tumors.


2019 ◽  
Vol 2019 ◽  
pp. 1-10
Author(s):  
Myung Han Hyun ◽  
Yuchang Lee ◽  
Byoung Geol Choi ◽  
Jin Oh Na ◽  
Cheol Ung Choi ◽  
...  

In statin therapy, the prognostic role of achieved low-density lipoprotein cholesterol (LDL-C) and high-sensitivity C-reactive protein (hsCRP) in cardiovascular outcomes has not been fully elucidated. A total of 4,803 percutaneous coronary intervention (PCI)-naïve patients who prescribed moderate intensity of statin therapy were followed up. Total and each component of major adverse cardiovascular events (MACE) according to LDL-C and hsCRP quartiles were compared. The incidence of 5-year total MACEs in the highest quartile group according to the followed-up hsCRP was higher than that in the lowest quartile (hazard ratio (HR) = 2.16, p<0.001). However, there was no difference between the highest and lowest quartiles of the achieved LDL-C (HR = 0.95, p=0.743). After adjustment of potential confounders, the incidence of total death, de novo PCI, atrial fibrillation, and heart failure in the highest quartile of followed-up hsCRP, was higher than that in the lowest quartile (all p<0.05). However, other components except for de novo PCI in the highest quartile by achieved LDL-C was not different to that in the lowest quartile. These results suggest that followed-up hsCRP can be more useful for predicting future cardiovascular outcome than achieved LDL-C in PCI-naïve patients with statin therapy.


2019 ◽  
Vol 37 (7_suppl) ◽  
pp. 595-595
Author(s):  
Margaret Frances Meagher ◽  
Aaron Bradshaw ◽  
David Anyakora ◽  
Dattatraya H Patil ◽  
Kazutaka Saito ◽  
...  

595 Background: African-Americans have increased incidences of renal cortical tumor subtypes of lower oncological potential in the setting of lower risk disease when compared to other ethno-racial groups. However, survival outcomes are similar. We investigated the impact of African-American race on overall survival, oncological outcomes, functional outcomes, and non-cancer mortality. Methods: Multi-institutional retrospective analysis of patients who underwent partial or radical nephrectomy between 1998-2018. Primary outcome was overall survival (OS). Secondary outcomes included non-cancer mortality (NCM), recurrence free survival (RFS), and estimated glomerular filtration rate (eGFR) decline. Multivariable logistic regression (MVA) were used to elucidate predictive factors for OS, NCM, and RFS, and eGFR <45 and <30 ml/min/1.73m2. Results: 3,088 patients were divided into African American (AA, n=353) and Non-African American (NAA, n=2735) sub-groups. No difference was noted between groups with respect to mean tumor size (p=0.211) or metastases presence (p=0.846). African-American race was an independent risk factor for functional decline to eGFR<45 (OR 4.43, p<0.001) and eGFR<30 (OR 5.15, p<0.001). MVA for worsened NCM demonstrated African-American race (OR=1.72, p=0.042), increasing age (OR=1.03, p=0.001), radical nephrectomy (OR=2.98, p<0.001), and increasing tumor size (OR=1.26, p<0.001) to be independent risk factors. MVA for worsened OS included increasing age (OR=1.04, p<0.001), tumor size (OR=1.182, p<0.001), clear cell histology (OR=1.62, p<0.001), high tumor grade (OR=2.12, p<0.001), and post-operative eGFR <45 (OR=2.12, p<0.001). MVA for worsening RFS demonstrated high tumor grade (OR=2.38, p<0.001) and increasing clinical tumor size (OR=1.152, p<0.001) to be independent factors. Conclusions: African Americans undergoing renal surgery for RCC appear to have similar OS and RFS, but poorer NCM than non-African American patients. The cause of these disparities is multi-faceted and likely associated with functional decline. Nephron-sparing management should be considered in African-Americans presenting with renal cortical tumors.


2020 ◽  
Vol 38 (6_suppl) ◽  
pp. 666-666
Author(s):  
Raksha Dutt ◽  
Margaret Frances Meagher ◽  
Dattatraya Patil ◽  
Kazutaka Saito ◽  
Devin Patel ◽  
...  

666 Background: Functional decline is an important consideration in the surgical treatment of renal cell carcinoma (RCC). While radical nephrectomy (RN) may be associated with increased risk of functional decline compared to partial nephrectomy (PN), the modifying effect of DM, an independent risk factor of chronic kidney disease (CKD), is not completely understood. We investigated the relationship between DM and decline in kidney function following surgery for RCC, and impact on overall survival (OS) in patients with RCC. Methods: A multicenter dataset of RCC patients undergoing PN and RN was utilized. The cohort was divided based on DM status [DM vs No DM (NDM)]. Multivariable analysis (MVA) elucidated potential variables associated with decline in kidney function [de novo estimated glomerular filtration rate (eGFR) < 45 ml/min/1.73m2 and de novo eGFR < 30 ml/min/1.73m2] and worse all-cause mortality (ACM). Kaplan-Meier analysis (KMA) was used to investigate OS rates in DM and NDM patients undergoing RN and PN. Results: 2928 patients were analyzed (DM = 406, NDM = 2522). On MVA, independent risk factors associated with eGFR < 45 included age (OR = 1.07, p < 0.001), DM (OR = 1.88, p < 0.001), tumor size (OR = 1.03, p = 0.032), and RN (OR = 1.54, p < 0.001). Variables associated with eGFR < 30 included age (OR = 1.05, p < 0.001), African American race (OR = 2.18, p < 0.001), and DM (OR = 2.09, p < 0.001). MVA for ACM revealed age (OR = 1.02, p = 0.002), HTN (OR = 2.47, p < 0.001), tumor size (OR = 1.12, p < 0.001), tumor grade (OR = 1.87, p < 0.001), RN (OR = 1.55, p = 0.011), eGFR < 45 (OR = 1.40, p = 0.03), and eGFR < 30 (OR = 1.87, p = 0.026) to be independently associated. On KMA, 5-year OS stratified by DM status showed that DM is associated with worse OS for RN patients (p = 0.047), but not for PN patients (p = 0.944). Conclusions: Presence of DM is an independent risk factor for renal functional decline and development of worsening CKD is a risk factor for worsening ACM. Furthermore, decreased survival in DM patients was associated with RN recipients but not with PN recipients. Presence of DM may be considered a strong indicator for nephron preservation management strategies when safe and feasible in RCC patients.


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