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Palliative Prognostic Index accuracy of survival prediction in an inpatient palliative care service at a Brazilian tertiary hospital

PURPOSE: The Palliative Prognostic Index (PPI) was developed to improve survival prediction for advanced cancer patients. However, there is limited data about the PPI application in a real-world scenario. This study aimed to assess the accuracy of PPI > 6 in predicting survival of cancer inpatien...

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Autores principales: Fernandes, Mauricio, Branco, Tiago Pugliese, Fernandez, Maria Clara Navarro, Paparelli, Carolina, Braz, Mariana Sarkis, Kishimoto, Carolina Sassaki, de Freitas Medeiros, Helena Maria, Ebina, Karen, Cabral, Luciana Regina Bertini, Nagashima, Simone, de Avó Cortizo, Silvia Amaral, Borges, Fabíola, Monteiro, Mariana Ribeiro, Abrahao, Ana Beatriz Kinupe, Moreira, Raphael Brandão, dos Santos Tavares, Alze Pereira, Aguiar, Pedro Nazareth
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cancer Intelligence 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8183653/
https://www.ncbi.nlm.nih.gov/pubmed/34158832
http://dx.doi.org/10.3332/ecancer.2021.1228
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author Fernandes, Mauricio
Branco, Tiago Pugliese
Fernandez, Maria Clara Navarro
Paparelli, Carolina
Braz, Mariana Sarkis
Kishimoto, Carolina Sassaki
de Freitas Medeiros, Helena Maria
Ebina, Karen
Cabral, Luciana Regina Bertini
Nagashima, Simone
de Avó Cortizo, Silvia Amaral
Borges, Fabíola
Monteiro, Mariana Ribeiro
Abrahao, Ana Beatriz Kinupe
Moreira, Raphael Brandão
dos Santos Tavares, Alze Pereira
Aguiar, Pedro Nazareth
author_facet Fernandes, Mauricio
Branco, Tiago Pugliese
Fernandez, Maria Clara Navarro
Paparelli, Carolina
Braz, Mariana Sarkis
Kishimoto, Carolina Sassaki
de Freitas Medeiros, Helena Maria
Ebina, Karen
Cabral, Luciana Regina Bertini
Nagashima, Simone
de Avó Cortizo, Silvia Amaral
Borges, Fabíola
Monteiro, Mariana Ribeiro
Abrahao, Ana Beatriz Kinupe
Moreira, Raphael Brandão
dos Santos Tavares, Alze Pereira
Aguiar, Pedro Nazareth
author_sort Fernandes, Mauricio
collection PubMed
description PURPOSE: The Palliative Prognostic Index (PPI) was developed to improve survival prediction for advanced cancer patients. However, there is limited data about the PPI application in a real-world scenario. This study aimed to assess the accuracy of PPI > 6 in predicting survival of cancer inpatients. METHODS: A prospective observational cohort in an inpatient palliative care service at a tertiary hospital in São Paulo-SP, Brazil, between May 2011 and December 2018. RESULTS: We included 1,376 critically ill cancer inpatients. Patients were divided into three PPI subgroups: PPI ≤ 4, PPI 4–6, and PPI ≥ 6. Their respective medium overall survival values were 44 days (95% confidence interval [CI] 35.52–52.47), 20 days (95% CI 15.40–24.59), and 8 days (95% CI 7.02–8.98), (p < 0.001). PPI ≥ 6 predicted survival of <3 weeks with a positive predictive value (PPV) of 72% and an negative predictive value (NPV) of 68% (sensitivity 67%, specificity 72%). PPI > 4 predicted survival of <6 weeks with a PPV of 88% and an NPV of 36% (sensitivity 74%, specificity 59%). When PPI was <4, the mortality rate over 3 weeks was 39% with a relative risk (RR) of 0.15 (95% CI 0.11–0.20; p < 0.001), and the 6-week mortality rate was 63% with a RR of 0.18 (95% CI 0.13–0.25; p < 0.001) compared to PPI ≥ 4. CONCLUSIONS: PPI was a good discriminator of survival among critically ill cancer inpatients and could assist in hospital discharge decision. PPI may help healthcare policymakers and professionals in offering high-quality palliative care to patients.
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spelling pubmed-81836532021-06-21 Palliative Prognostic Index accuracy of survival prediction in an inpatient palliative care service at a Brazilian tertiary hospital Fernandes, Mauricio Branco, Tiago Pugliese Fernandez, Maria Clara Navarro Paparelli, Carolina Braz, Mariana Sarkis Kishimoto, Carolina Sassaki de Freitas Medeiros, Helena Maria Ebina, Karen Cabral, Luciana Regina Bertini Nagashima, Simone de Avó Cortizo, Silvia Amaral Borges, Fabíola Monteiro, Mariana Ribeiro Abrahao, Ana Beatriz Kinupe Moreira, Raphael Brandão dos Santos Tavares, Alze Pereira Aguiar, Pedro Nazareth Ecancermedicalscience Clinical Study PURPOSE: The Palliative Prognostic Index (PPI) was developed to improve survival prediction for advanced cancer patients. However, there is limited data about the PPI application in a real-world scenario. This study aimed to assess the accuracy of PPI > 6 in predicting survival of cancer inpatients. METHODS: A prospective observational cohort in an inpatient palliative care service at a tertiary hospital in São Paulo-SP, Brazil, between May 2011 and December 2018. RESULTS: We included 1,376 critically ill cancer inpatients. Patients were divided into three PPI subgroups: PPI ≤ 4, PPI 4–6, and PPI ≥ 6. Their respective medium overall survival values were 44 days (95% confidence interval [CI] 35.52–52.47), 20 days (95% CI 15.40–24.59), and 8 days (95% CI 7.02–8.98), (p < 0.001). PPI ≥ 6 predicted survival of <3 weeks with a positive predictive value (PPV) of 72% and an negative predictive value (NPV) of 68% (sensitivity 67%, specificity 72%). PPI > 4 predicted survival of <6 weeks with a PPV of 88% and an NPV of 36% (sensitivity 74%, specificity 59%). When PPI was <4, the mortality rate over 3 weeks was 39% with a relative risk (RR) of 0.15 (95% CI 0.11–0.20; p < 0.001), and the 6-week mortality rate was 63% with a RR of 0.18 (95% CI 0.13–0.25; p < 0.001) compared to PPI ≥ 4. CONCLUSIONS: PPI was a good discriminator of survival among critically ill cancer inpatients and could assist in hospital discharge decision. PPI may help healthcare policymakers and professionals in offering high-quality palliative care to patients. Cancer Intelligence 2021-05-11 /pmc/articles/PMC8183653/ /pubmed/34158832 http://dx.doi.org/10.3332/ecancer.2021.1228 Text en © the authors; licensee ecancermedicalscience. https://creativecommons.org/licenses/by/3.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0 (https://creativecommons.org/licenses/by/3.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Clinical Study
Fernandes, Mauricio
Branco, Tiago Pugliese
Fernandez, Maria Clara Navarro
Paparelli, Carolina
Braz, Mariana Sarkis
Kishimoto, Carolina Sassaki
de Freitas Medeiros, Helena Maria
Ebina, Karen
Cabral, Luciana Regina Bertini
Nagashima, Simone
de Avó Cortizo, Silvia Amaral
Borges, Fabíola
Monteiro, Mariana Ribeiro
Abrahao, Ana Beatriz Kinupe
Moreira, Raphael Brandão
dos Santos Tavares, Alze Pereira
Aguiar, Pedro Nazareth
Palliative Prognostic Index accuracy of survival prediction in an inpatient palliative care service at a Brazilian tertiary hospital
title Palliative Prognostic Index accuracy of survival prediction in an inpatient palliative care service at a Brazilian tertiary hospital
title_full Palliative Prognostic Index accuracy of survival prediction in an inpatient palliative care service at a Brazilian tertiary hospital
title_fullStr Palliative Prognostic Index accuracy of survival prediction in an inpatient palliative care service at a Brazilian tertiary hospital
title_full_unstemmed Palliative Prognostic Index accuracy of survival prediction in an inpatient palliative care service at a Brazilian tertiary hospital
title_short Palliative Prognostic Index accuracy of survival prediction in an inpatient palliative care service at a Brazilian tertiary hospital
title_sort palliative prognostic index accuracy of survival prediction in an inpatient palliative care service at a brazilian tertiary hospital
topic Clinical Study
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8183653/
https://www.ncbi.nlm.nih.gov/pubmed/34158832
http://dx.doi.org/10.3332/ecancer.2021.1228
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