Asya Agulnik MD, MPH, Maricela Robles-Murguia MS, MSM, Yichen Chen PhD, Hilmarie Muñiz-Talavera PhD, Linh Pham MS, Angela Carrillo PhD, Adolfo Cardenas-Aguirre MD, Juliana Costa MD, Alejandra Mendez Aceituno MD, Carlos Acuña Aguirre MD, Ana Berenice Aguilar Roman MD, Shillel Yahamy Alvarez Arellano RN, Leticia Aradi Andrade Sarmiento MD, Daniela Arce Cabrera MD, Erika Esther Blasco Arriaga MD, Claudia María De León Gutiérrez MD, Rosdali Diaz-Coronado MD, Maria do Céu Diniz Borborema MD, Mariana do Nascimento Othero Campacci MD, Leticia Drumond Alberto MD, Natalia Soledad Gonzalez MD, Martha Herrera Almanza MD, Valentine Jimenez Antolinez MD, Merle Denisse Laffont Ortiz MD, Laura Lemos De Mendonça E. Fontes MD, Norma Araceli López Facundo MD, Claudia Beatriz López Vázquez MD, Idalia Margarita Lozano Lozano MD, Jose Miguel Mijares Tobias MD, Lupe Nataly Mora Robles MD, Berenice Noriega Acuña MD, Fernanda Paula Endo Marques MD, Clara Krystal Pérez Fermín MD, Monica Lorena Quijano Lievano RN, Andreia Ribeiro Pereira Aguiar De Paula MD, Ligia Rios MD, Jocelyn Rivera MD, Marcela Alejandra Sahonero MD, Beatriz Salas Mendoza MD, María Sánchez-Martín MD, Jennifer Sepúlveda Ramírez RN, Verónica Soto Chávez MD, Daniela María Velásquez Cabrera MS, Erika Elena Villanueva Hoyos MD, Luz Yadira Zuñiga Quijano MD, Meenakshi Devidas PhD, Carlos Rodriguez-Galindo MD, for the Escala de Valoracion de Alerta Temprana Study Group
{"title":"儿童血液肿瘤恶化患者的多水平死亡危险因素","authors":"Asya Agulnik MD, MPH, Maricela Robles-Murguia MS, MSM, Yichen Chen PhD, Hilmarie Muñiz-Talavera PhD, Linh Pham MS, Angela Carrillo PhD, Adolfo Cardenas-Aguirre MD, Juliana Costa MD, Alejandra Mendez Aceituno MD, Carlos Acuña Aguirre MD, Ana Berenice Aguilar Roman MD, Shillel Yahamy Alvarez Arellano RN, Leticia Aradi Andrade Sarmiento MD, Daniela Arce Cabrera MD, Erika Esther Blasco Arriaga MD, Claudia María De León Gutiérrez MD, Rosdali Diaz-Coronado MD, Maria do Céu Diniz Borborema MD, Mariana do Nascimento Othero Campacci MD, Leticia Drumond Alberto MD, Natalia Soledad Gonzalez MD, Martha Herrera Almanza MD, Valentine Jimenez Antolinez MD, Merle Denisse Laffont Ortiz MD, Laura Lemos De Mendonça E. Fontes MD, Norma Araceli López Facundo MD, Claudia Beatriz López Vázquez MD, Idalia Margarita Lozano Lozano MD, Jose Miguel Mijares Tobias MD, Lupe Nataly Mora Robles MD, Berenice Noriega Acuña MD, Fernanda Paula Endo Marques MD, Clara Krystal Pérez Fermín MD, Monica Lorena Quijano Lievano RN, Andreia Ribeiro Pereira Aguiar De Paula MD, Ligia Rios MD, Jocelyn Rivera MD, Marcela Alejandra Sahonero MD, Beatriz Salas Mendoza MD, María Sánchez-Martín MD, Jennifer Sepúlveda Ramírez RN, Verónica Soto Chávez MD, Daniela María Velásquez Cabrera MS, Erika Elena Villanueva Hoyos MD, Luz Yadira Zuñiga Quijano MD, Meenakshi Devidas PhD, Carlos Rodriguez-Galindo MD, for the Escala de Valoracion de Alerta Temprana Study Group","doi":"10.1002/cncr.35818","DOIUrl":null,"url":null,"abstract":"<div>\n \n \n <section>\n \n <h3> Background</h3>\n \n <p>Hospitalized pediatric hematology-oncology patients have frequent clinical deterioration events (CDEs) requiring intensive care unit (ICU) interventions and resulting in high mortality, particularly in resource-limited settings. This study identifies independent risk factors for CDE mortality in hospitals providing childhood cancer care in Latin America and Spain.</p>\n </section>\n \n <section>\n \n <h3> Methods</h3>\n \n <p>Centers implemented a prospective CDE registry, defined as unplanned transfer to a higher level of care, use of ICU-level interventions on the ward, or nonpalliative ward death. The authors analyzed registry data from April 2017 to December 2022. The primary outcome was CDEs mortality, defined as death occurring during ICU admission, <24 hours of ICU discharge, or end of ward-based ICU interventions. Multilevel modeling identified event-, patient-, and hospital-level independent risk factors for CDE mortality.</p>\n </section>\n \n <section>\n \n <h3> Results</h3>\n \n <p>Among 69 participating hospitals in 18 countries, 4134 CDEs were reported in 3319 pediatric hematology-oncology patients with an event mortality of 26.8% (1108 events). Of all CDEs, 33.7% used ICU interventions on the ward and 87.5% were transferred to a higher level of care. In multilevel modeling, significant independent risk factors for event mortality present at the start of deterioration included patient (disease relapse) and event (e.g., reason for hospital admission, use of ICU intervention on wards, abnormal lactate, platelets, or C-reactive protein, reason for deterioration, and number of organs with dysfunction); hospital factors were not significant predictors of mortality.</p>\n </section>\n \n <section>\n \n <h3> Conclusions</h3>\n \n <p>Hospitalized pediatric hematology-oncology patients with CDE have high mortality with significant variability across centers. Mortality, however, is largely driven by modifiable event-level factors, demonstrating the need for targeted interventions to improve survival.</p>\n </section>\n </div>","PeriodicalId":138,"journal":{"name":"Cancer","volume":"131 8","pages":""},"PeriodicalIF":5.1000,"publicationDate":"2025-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cncr.35818","citationCount":"0","resultStr":"{\"title\":\"Multilevel mortality risk factors among pediatric hematology-oncology patients with deterioration\",\"authors\":\"Asya Agulnik MD, MPH, Maricela Robles-Murguia MS, MSM, Yichen Chen PhD, Hilmarie Muñiz-Talavera PhD, Linh Pham MS, Angela Carrillo PhD, Adolfo Cardenas-Aguirre MD, Juliana Costa MD, Alejandra Mendez Aceituno MD, Carlos Acuña Aguirre MD, Ana Berenice Aguilar Roman MD, Shillel Yahamy Alvarez Arellano RN, Leticia Aradi Andrade Sarmiento MD, Daniela Arce Cabrera MD, Erika Esther Blasco Arriaga MD, Claudia María De León Gutiérrez MD, Rosdali Diaz-Coronado MD, Maria do Céu Diniz Borborema MD, Mariana do Nascimento Othero Campacci MD, Leticia Drumond Alberto MD, Natalia Soledad Gonzalez MD, Martha Herrera Almanza MD, Valentine Jimenez Antolinez MD, Merle Denisse Laffont Ortiz MD, Laura Lemos De Mendonça E. Fontes MD, Norma Araceli López Facundo MD, Claudia Beatriz López Vázquez MD, Idalia Margarita Lozano Lozano MD, Jose Miguel Mijares Tobias MD, Lupe Nataly Mora Robles MD, Berenice Noriega Acuña MD, Fernanda Paula Endo Marques MD, Clara Krystal Pérez Fermín MD, Monica Lorena Quijano Lievano RN, Andreia Ribeiro Pereira Aguiar De Paula MD, Ligia Rios MD, Jocelyn Rivera MD, Marcela Alejandra Sahonero MD, Beatriz Salas Mendoza MD, María Sánchez-Martín MD, Jennifer Sepúlveda Ramírez RN, Verónica Soto Chávez MD, Daniela María Velásquez Cabrera MS, Erika Elena Villanueva Hoyos MD, Luz Yadira Zuñiga Quijano MD, Meenakshi Devidas PhD, Carlos Rodriguez-Galindo MD, for the Escala de Valoracion de Alerta Temprana Study Group\",\"doi\":\"10.1002/cncr.35818\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n \\n <section>\\n \\n <h3> Background</h3>\\n \\n <p>Hospitalized pediatric hematology-oncology patients have frequent clinical deterioration events (CDEs) requiring intensive care unit (ICU) interventions and resulting in high mortality, particularly in resource-limited settings. This study identifies independent risk factors for CDE mortality in hospitals providing childhood cancer care in Latin America and Spain.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Methods</h3>\\n \\n <p>Centers implemented a prospective CDE registry, defined as unplanned transfer to a higher level of care, use of ICU-level interventions on the ward, or nonpalliative ward death. The authors analyzed registry data from April 2017 to December 2022. The primary outcome was CDEs mortality, defined as death occurring during ICU admission, <24 hours of ICU discharge, or end of ward-based ICU interventions. Multilevel modeling identified event-, patient-, and hospital-level independent risk factors for CDE mortality.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Results</h3>\\n \\n <p>Among 69 participating hospitals in 18 countries, 4134 CDEs were reported in 3319 pediatric hematology-oncology patients with an event mortality of 26.8% (1108 events). Of all CDEs, 33.7% used ICU interventions on the ward and 87.5% were transferred to a higher level of care. In multilevel modeling, significant independent risk factors for event mortality present at the start of deterioration included patient (disease relapse) and event (e.g., reason for hospital admission, use of ICU intervention on wards, abnormal lactate, platelets, or C-reactive protein, reason for deterioration, and number of organs with dysfunction); hospital factors were not significant predictors of mortality.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Conclusions</h3>\\n \\n <p>Hospitalized pediatric hematology-oncology patients with CDE have high mortality with significant variability across centers. Mortality, however, is largely driven by modifiable event-level factors, demonstrating the need for targeted interventions to improve survival.</p>\\n </section>\\n </div>\",\"PeriodicalId\":138,\"journal\":{\"name\":\"Cancer\",\"volume\":\"131 8\",\"pages\":\"\"},\"PeriodicalIF\":5.1000,\"publicationDate\":\"2025-04-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cncr.35818\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Cancer\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://acsjournals.onlinelibrary.wiley.com/doi/10.1002/cncr.35818\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cancer","FirstCategoryId":"3","ListUrlMain":"https://acsjournals.onlinelibrary.wiley.com/doi/10.1002/cncr.35818","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ONCOLOGY","Score":null,"Total":0}
Multilevel mortality risk factors among pediatric hematology-oncology patients with deterioration
Background
Hospitalized pediatric hematology-oncology patients have frequent clinical deterioration events (CDEs) requiring intensive care unit (ICU) interventions and resulting in high mortality, particularly in resource-limited settings. This study identifies independent risk factors for CDE mortality in hospitals providing childhood cancer care in Latin America and Spain.
Methods
Centers implemented a prospective CDE registry, defined as unplanned transfer to a higher level of care, use of ICU-level interventions on the ward, or nonpalliative ward death. The authors analyzed registry data from April 2017 to December 2022. The primary outcome was CDEs mortality, defined as death occurring during ICU admission, <24 hours of ICU discharge, or end of ward-based ICU interventions. Multilevel modeling identified event-, patient-, and hospital-level independent risk factors for CDE mortality.
Results
Among 69 participating hospitals in 18 countries, 4134 CDEs were reported in 3319 pediatric hematology-oncology patients with an event mortality of 26.8% (1108 events). Of all CDEs, 33.7% used ICU interventions on the ward and 87.5% were transferred to a higher level of care. In multilevel modeling, significant independent risk factors for event mortality present at the start of deterioration included patient (disease relapse) and event (e.g., reason for hospital admission, use of ICU intervention on wards, abnormal lactate, platelets, or C-reactive protein, reason for deterioration, and number of organs with dysfunction); hospital factors were not significant predictors of mortality.
Conclusions
Hospitalized pediatric hematology-oncology patients with CDE have high mortality with significant variability across centers. Mortality, however, is largely driven by modifiable event-level factors, demonstrating the need for targeted interventions to improve survival.
期刊介绍:
The CANCER site is a full-text, electronic implementation of CANCER, an Interdisciplinary International Journal of the American Cancer Society, and CANCER CYTOPATHOLOGY, a Journal of the American Cancer Society.
CANCER publishes interdisciplinary oncologic information according to, but not limited to, the following disease sites and disciplines: blood/bone marrow; breast disease; endocrine disorders; epidemiology; gastrointestinal tract; genitourinary disease; gynecologic oncology; head and neck disease; hepatobiliary tract; integrated medicine; lung disease; medical oncology; neuro-oncology; pathology radiation oncology; translational research