ASCO GU 2019: Novel Predictive Models of Early Death Less than One Year in Patients with Metastatic Renal Cell Carcinoma Treated with First-Line Tyrosine Kinase Inhibitors

San Francisco, CA (UroToday.com) The International Metastatic Renal Cell Carcinoma Database Consortium (IMDC) is a useful model for predicting overall survival outcomes in patients with metastatic RCC. However, this model may be problematic in patients who experience early death less than one year after initial treatment with tyrosine kinase inhibitors (TKI). 

In this study, the authors aimed to develop a new prognostic model which can predict early death in patients with metastatic RCC receiving first-line TKI. This was a retrospective case series study, examining 498 patients with metastatic RCC receiving first-line TKI from 2007 to 2016. The primary endpoint was the mortality rate within one year after TKI treatment.

The results demonstrated an overall mortality rate of 59% and an early mortality rate of 19.7%. Overall survival of the metastatic RCC patients with TKI is shown in figure 1.

Figure 1:
Novel predictive models of early death less than one year in patients with metastatic RCC treated with first line tyrosine kinase inhibitors figure1
The C-index of the IMDC model for early death was 0.667. Five variables were selected: previous nephrectomy, BMI, multiple metastases, previous metastasectomy, and serum albumin level. The C-index of model 1, which includes five new variables plus variables in the IDMC model, is 0.809, showing a significant improvement over the IDMC model. In model 2, hemoglobin and neutrophil levels were added in new five variables, and the C-index was 0.821. Figure 2 demonstrates a comparison of the diagnostic accuracy between models for predicting early death less than a year after 1st line TKI in metastatic RCC patients by using ROC curve analysis.

Figure 2 :
Novel predictive models of early death less than one year in patients with metastatic RCC treated with first line tyrosine kinase inhibitors figure2
In conclusion, these novel models can improve predictive power for early death in metastatic RCC patients, better than the IMDC model.

Presented by: Minyong Kang, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea 

Written by: Hanan Goldberg, MD, Urologic Oncology Fellow (SUO), University of Toronto, Princess Margaret Cancer Centre @GoldbergHanan at the 2019 American Society of Clinical Oncology Genitourinary Cancers Symposium, (ASCO GU) #GU19, February 14-16, 2019 - San Francisco, CA