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Novel risk group stratification for metastatic urothelial cancer patients treated with immune checkpoint inhibitors
BACKGROUND: We developed a novel risk scoring system for urothelial cancer (UC) patients receiving immune checkpoint inhibitors (ICI). METHODS: We conducted a retrospective review of 67 UC patients treated with ICI at Winship Cancer Institute of Emory University from 2015 to 2018. Using stepwise var...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7163104/ https://www.ncbi.nlm.nih.gov/pubmed/32100417 http://dx.doi.org/10.1002/cam4.2932 |
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author | Shabto, Julie M. Martini, Dylan J. Liu, Yuan Ravindranathan, Deepak Brown, Jacqueline Hitron, Emilie E. Russler, Greta A. Caulfield, Sarah Kissick, Haydn Alemozaffar, Mehrdad Ogan, Kenneth Harris, Wayne B. Master, Viraj A. Kucuk, Omer Carthon, Bradley C. Bilen, Mehmet A. |
author_facet | Shabto, Julie M. Martini, Dylan J. Liu, Yuan Ravindranathan, Deepak Brown, Jacqueline Hitron, Emilie E. Russler, Greta A. Caulfield, Sarah Kissick, Haydn Alemozaffar, Mehrdad Ogan, Kenneth Harris, Wayne B. Master, Viraj A. Kucuk, Omer Carthon, Bradley C. Bilen, Mehmet A. |
author_sort | Shabto, Julie M. |
collection | PubMed |
description | BACKGROUND: We developed a novel risk scoring system for urothelial cancer (UC) patients receiving immune checkpoint inhibitors (ICI). METHODS: We conducted a retrospective review of 67 UC patients treated with ICI at Winship Cancer Institute of Emory University from 2015 to 2018. Using stepwise variable selection in Cox proportional hazard model and Sullivan's weighting schema, baseline platelet‐to‐lymphocyte ratio (PLR), presence of liver metastasis, baseline albumin, and baseline Eastern Cooperative Oncology Group performance status (ECOG PS) were used for risk scoring. Patients were categorized into good risk (risk score 0‐1), intermediate risk (risk score 2‐3), and poor risk (risk score 4‐6). Univariable (UVA) and multivariable analysis (MVA) and Kaplan‐Meier method were used to assess overall survival (OS) and progression free survival (PFS). RESULTS: The Emory Risk Scoring System had C‐statistics of 0.74 (Standard Error = 0.047) in predicting OS and 0.70 (Standard Error = 0.043) in predicting PFS. Compared to good risk patients, poor risk patients had significantly shorter OS and PFS in both UVA and MVA (all P < .001), and intermediate risk patients had significantly shorter OS and PFS in both UVA and MVA (all P < .03). CONCLUSIONS: Risk scoring using baseline PLR, presence of liver metastasis, baseline albumin, and baseline ECOG PS may effectively predict OS and PFS in UC patients receiving ICI. |
format | Online Article Text |
id | pubmed-7163104 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-71631042020-04-20 Novel risk group stratification for metastatic urothelial cancer patients treated with immune checkpoint inhibitors Shabto, Julie M. Martini, Dylan J. Liu, Yuan Ravindranathan, Deepak Brown, Jacqueline Hitron, Emilie E. Russler, Greta A. Caulfield, Sarah Kissick, Haydn Alemozaffar, Mehrdad Ogan, Kenneth Harris, Wayne B. Master, Viraj A. Kucuk, Omer Carthon, Bradley C. Bilen, Mehmet A. Cancer Med Clinical Cancer Research BACKGROUND: We developed a novel risk scoring system for urothelial cancer (UC) patients receiving immune checkpoint inhibitors (ICI). METHODS: We conducted a retrospective review of 67 UC patients treated with ICI at Winship Cancer Institute of Emory University from 2015 to 2018. Using stepwise variable selection in Cox proportional hazard model and Sullivan's weighting schema, baseline platelet‐to‐lymphocyte ratio (PLR), presence of liver metastasis, baseline albumin, and baseline Eastern Cooperative Oncology Group performance status (ECOG PS) were used for risk scoring. Patients were categorized into good risk (risk score 0‐1), intermediate risk (risk score 2‐3), and poor risk (risk score 4‐6). Univariable (UVA) and multivariable analysis (MVA) and Kaplan‐Meier method were used to assess overall survival (OS) and progression free survival (PFS). RESULTS: The Emory Risk Scoring System had C‐statistics of 0.74 (Standard Error = 0.047) in predicting OS and 0.70 (Standard Error = 0.043) in predicting PFS. Compared to good risk patients, poor risk patients had significantly shorter OS and PFS in both UVA and MVA (all P < .001), and intermediate risk patients had significantly shorter OS and PFS in both UVA and MVA (all P < .03). CONCLUSIONS: Risk scoring using baseline PLR, presence of liver metastasis, baseline albumin, and baseline ECOG PS may effectively predict OS and PFS in UC patients receiving ICI. John Wiley and Sons Inc. 2020-02-25 /pmc/articles/PMC7163104/ /pubmed/32100417 http://dx.doi.org/10.1002/cam4.2932 Text en © 2020 The Authors. Cancer Medicine published by John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Clinical Cancer Research Shabto, Julie M. Martini, Dylan J. Liu, Yuan Ravindranathan, Deepak Brown, Jacqueline Hitron, Emilie E. Russler, Greta A. Caulfield, Sarah Kissick, Haydn Alemozaffar, Mehrdad Ogan, Kenneth Harris, Wayne B. Master, Viraj A. Kucuk, Omer Carthon, Bradley C. Bilen, Mehmet A. Novel risk group stratification for metastatic urothelial cancer patients treated with immune checkpoint inhibitors |
title | Novel risk group stratification for metastatic urothelial cancer patients treated with immune checkpoint inhibitors |
title_full | Novel risk group stratification for metastatic urothelial cancer patients treated with immune checkpoint inhibitors |
title_fullStr | Novel risk group stratification for metastatic urothelial cancer patients treated with immune checkpoint inhibitors |
title_full_unstemmed | Novel risk group stratification for metastatic urothelial cancer patients treated with immune checkpoint inhibitors |
title_short | Novel risk group stratification for metastatic urothelial cancer patients treated with immune checkpoint inhibitors |
title_sort | novel risk group stratification for metastatic urothelial cancer patients treated with immune checkpoint inhibitors |
topic | Clinical Cancer Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7163104/ https://www.ncbi.nlm.nih.gov/pubmed/32100417 http://dx.doi.org/10.1002/cam4.2932 |
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