1
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Andersen MM, Sørensen MCL, Schmiegelow K, Sehested AM, Rostgaard K, Olsen M, Mikkelsen TS, Wehner PS, Hjalgrim LL, Søegaard SH. Relapse and survival after relapse among children with cancer in Denmark: 2001-2021. Pediatr Blood Cancer 2024:e31384. [PMID: 39434220 DOI: 10.1002/pbc.31384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Revised: 09/16/2024] [Accepted: 09/30/2024] [Indexed: 10/23/2024]
Abstract
BACKGROUND In recent decades, new first and subsequent lines of anticancer treatment and supportive care have improved survival for children with cancer. We investigated recent temporal changes in the incidence of relapse and survival after relapse among children with cancer in Denmark. PROCEDURE This register-based study included 2890 children diagnosed before age 15 years with haematological cancers and solid tumours (2001-2021) and central nervous system (CNS) tumours (2010-2021). We used the Aalen-Johansen and Kaplan-Meier estimators to assess cumulative incidence of relapse-defined as cancer recurrence or progression-and survival probability after relapse. RESULTS Comparing the periods 2001-2010 and 2011-2021, the 5-year cumulative incidence of relapse decreased from 14% to 11% among children with haematological cancers (p = .07), and from 21% to 18% among children with solid tumours (p = .26). Concurrently, the 5-year survival after relapse increased among children with haematological cancers (from 44% to 61%, p = .03) and solid tumours (from 38% to 46%, p = .25). Among children with malignant CNS tumours, the 5-year cumulative incidence of relapse and the 5-year survival after relapse remained stable (49% and 51%, p = .82; and 20% and 18%, p = .90) comparing 2010-2015 and 2016-2021. CONCLUSIONS In recent decades in Denmark, improvements were observed in reducing relapse incidence and increasing survival after relapse in children with haematological cancers and solid tumours. However, the persistent survival gap between children who relapse and those who do not across all childhood cancers underlines the need for intensified and highly targeted treatments for children at high risk of relapse.
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Affiliation(s)
- Mie Mølgaard Andersen
- Department of Paediatrics and Adolescent Medicine, University Hospital Rigshospitalet, Copenhagen, Denmark
- Danish Cancer Institute, Danish Cancer Society, Copenhagen, Denmark
| | - Marie Christine Lundius Sørensen
- Department of Paediatrics and Adolescent Medicine, University Hospital Rigshospitalet, Copenhagen, Denmark
- Danish Cancer Institute, Danish Cancer Society, Copenhagen, Denmark
| | - Kjeld Schmiegelow
- Department of Paediatrics and Adolescent Medicine, University Hospital Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Astrid Marie Sehested
- Department of Paediatrics and Adolescent Medicine, University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Klaus Rostgaard
- Danish Cancer Institute, Danish Cancer Society, Copenhagen, Denmark
- Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark
| | - Marianne Olsen
- Department of Paediatrics and Adolescent Medicine, Section of Paediatric Haematology and Oncology, Aalborg University Hospital, Aalborg, Denmark
| | - Torben Stamm Mikkelsen
- Department of Paediatrics and Adolescent Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Peder Skov Wehner
- Department of Paediatric Haematology and Oncology, Hans Christian Andersen Children's Hospital, Odense University Hospital, Odense, Denmark
| | - Lisa Lyngsie Hjalgrim
- Department of Paediatrics and Adolescent Medicine, University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Signe Holst Søegaard
- Danish Cancer Institute, Danish Cancer Society, Copenhagen, Denmark
- Department of Congenital Disorders, Statens Serum Institut, Copenhagen, Denmark
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2
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Oskarsson T, Baecklund F. Treatment-related mortality in childhood cancer patients - who, when and how much. Acta Oncol 2024; 63:532-534. [PMID: 38946289 PMCID: PMC11332546 DOI: 10.2340/1651-226x.2024.40315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Accepted: 04/05/2024] [Indexed: 07/02/2024]
Affiliation(s)
- Trausti Oskarsson
- Pediatric Oncology, Astrid Lindgren Children's Hospital, Karolinska University Hospital, Sweden; Pediatric Oncology, Department of Women's and Children's Health, Karolinska Institutet, Sweden
| | - Fredrik Baecklund
- Pediatric Oncology, Astrid Lindgren Children's Hospital, Karolinska University Hospital, Sweden; Pediatric Oncology, Department of Women's and Children's Health, Karolinska Institutet, Sweden.
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3
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Sørensen MCL, Andersen MM, Rostgaard K, Schmiegelow K, Mikkelsen TS, Wehner PS, Olsen M, Søegaard SH, Hjalgrim LL. Treatment-related mortality among children with cancer in Denmark during 2001-2021. Acta Oncol 2024; 63:294-302. [PMID: 38716484 PMCID: PMC11332509 DOI: 10.2340/1651-226x.2024.27731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 04/04/2024] [Indexed: 08/21/2024]
Abstract
BACKGROUND Survival of children with cancer has markedly improved over recent decades, largely due to intensified treatment regimes. The intensive treatment may, however, result in fatal complications. In this retrospective cohort study, we assessed temporal variation in the incidence of treatment-related death and associated risk factors among children diagnosed with cancer in Denmark during 2001-2021. METHOD Among all children diagnosed with first incident cancer before age 15 years recorded in the Danish Childhood Cancer Register (n = 3,255), we estimated cumulative incidence of treatment-related death (death in the absence of progressive cancer) within 5 years from diagnosis using Aalen-Johansen estimators and assessed associated risk factors using Cox regression. RESULTS Among all 3,255 children with cancer, 93 (20% of all 459 deaths) died from treatment. Of these treatment-related deaths, 39 (42%) occurred within 3 months of diagnosis. The 5-year cumulative incidences of treatment-related death were 3.3% during 2001-2010 and 2.5% during 2011-2021 (p = 0.20). During 2011-2021, treatment-related deaths accounted for more than half of all deaths among children with haematological cancers. Risk factors varied according to cancer group and included female sex, age below 1 year at diagnosis, disease relapse, stem cell transplantation, central nervous system involvement, and metastasis at diagnosis. INTERPRETATION Despite increasing treatment intensities, the incidence of treatment-related death has remained stable during the past 20 years in Denmark. Still, clinical attention is warranted to prevent treatment-related deaths, particularly among children with haematological cancers. Patient characteristics associated with increased treatment-related death risk support patient-specific treatment approaches to avoid these fatalities.
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Affiliation(s)
- Marie C L Sørensen
- Department of Paediatric Haematology and Oncology, Department of Paediatric and Adolescence Medicine, Juliane Marie Center, Copenhagen University Hospital, Copenhagen, Denmark; Danish Cancer Institute, Danish Cancer Society, Copenhagen, Denmark
| | - Mie M Andersen
- Department of Paediatric Haematology and Oncology, Department of Paediatric and Adolescence Medicine, Juliane Marie Center, Copenhagen University Hospital, Copenhagen, Denmark; Danish Cancer Institute, Danish Cancer Society, Copenhagen, Denmark
| | - Klaus Rostgaard
- Danish Cancer Institute, Danish Cancer Society, Copenhagen, Denmark; Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark
| | - Kjeld Schmiegelow
- Department of Paediatric Haematology and Oncology, Department of Paediatric and Adolescence Medicine, Juliane Marie Center, Copenhagen University Hospital, Copenhagen, Denmark; Institute for Clinical Medicine, Faculty of Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Torben S Mikkelsen
- Department of Paediatrics and Adolescent Medicine, Aarhus University Hospital, Denmark
| | - Peder S Wehner
- Department of Paediatric Haematology and Oncology, Hans Christian Andersen Children's Hospital, Odense University Hospital, Odense, Denmark
| | - Marianne Olsen
- Department of Paediatrics and Adolescent Medicine, Section of Paediatric Haematology and Oncology, Aalborg University Hospital, Aalborg, Denmark
| | - Signe H Søegaard
- Danish Cancer Institute, Danish Cancer Society, Copenhagen, Denmark; Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark
| | - Lisa L Hjalgrim
- Department of Paediatric Haematology and Oncology, Department of Paediatric and Adolescence Medicine. Juliane Marie Center, Copenhagen University Hospital, Copenhagen, Denmark.
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4
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Songthawee N, Sripornsawan P, Chavananon S, Kittivisuit S, McNeil EB, Chotsampancharoen T. Survival outcomes of myeloid leukemia associated with Down syndrome and de novo acute myeloid leukemia in children: Experience from a single tertiary center in Thailand. Pediatr Hematol Oncol 2024; 41:150-162. [PMID: 38013232 DOI: 10.1080/08880018.2023.2286970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 11/18/2023] [Indexed: 11/29/2023]
Abstract
Few studies have reported the survival outcomes of myeloid leukemia associated with Down syndrome (DS) in resource-limited countries. This study aimed to compare characteristics and survival outcomes of children with acute myeloid leukemia (AML) between those with and without DS in Thailand. The medical records of AML patients aged 0-15 years treated in a major tertiary center in Southern Thailand between October 1978 and December 2019 were reviewed retrospectively. The overall (OS) and event-free survivals (EFS) rates were calculated using the Kaplan-Meier method. A total of 362 AML patients were included, of which 41 (11.3%) had DS. The mean age at diagnosis of the DS patients was 2.5 ± 1.9 years and most of them (90.2%) were under the age of five. The DS patients had lower initial white blood cell counts and peripheral blasts compared to the non-DS patients. The AML-M7 subtype was more common in the DS than in the non-DS patients (80.5% vs. 9.1%, p < 0.01, respectively). The 5-year OS and EFS rates of the DS patients were lower compared to the non-DS patients (12.9% vs. 20.5%, p = 0.05 and 13.7% vs. 18.4%, p = 0.03, respectively). DS patients had a significantly higher rate of early and treatment-related deaths compared to non-DS patients (30.3% vs. 13.5%, p < 0.01 and 39.4% vs. 19.5%, p = 0.02, respectively). Over the study period, there were a decrease in early death rate and an increase in survival rates of DS patients, which suggests that chemotherapy regimens and supportive care have improved over time.
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Affiliation(s)
- Natsaruth Songthawee
- Division of Hematology and Oncology, Department of Pediatrics, Faculty of Medicine, Prince of Songkla University, Hat Yai, Thailand
| | - Pornpun Sripornsawan
- Division of Hematology and Oncology, Department of Pediatrics, Faculty of Medicine, Prince of Songkla University, Hat Yai, Thailand
| | - Shevachut Chavananon
- Division of Hematology and Oncology, Department of Pediatrics, Faculty of Medicine, Prince of Songkla University, Hat Yai, Thailand
| | - Sirinthip Kittivisuit
- Division of Rheumatology, Department of Pediatrics, Faculty of Medicine, Prince of Songkla University, Hat Yai, Thailand
| | - Edward B McNeil
- Epidemiology Unit, Faculty of Medicine, Prince of Songkla University, Hat Yai, Thailand
| | - Thirachit Chotsampancharoen
- Division of Hematology and Oncology, Department of Pediatrics, Faculty of Medicine, Prince of Songkla University, Hat Yai, Thailand
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5
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Ehrlich BS, McNeil MJ, Pham LTD, Chen Y, Rivera J, Acuna C, Sniderman L, Sakaan FM, Aceituno AM, Villegas CA, Force LM, Bolous NS, Wiphatphumiprates PP, Slone JS, Carrillo AK, Gillipelli SR, Duffy C, Arias AV, Devidas M, Rodriguez-Galindo C, Mukkada S, Agulnik A. Treatment-related mortality in children with cancer in low-income and middle-income countries: a systematic review and meta-analysis. Lancet Oncol 2023; 24:967-977. [PMID: 37517410 PMCID: PMC10812862 DOI: 10.1016/s1470-2045(23)00318-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 06/21/2023] [Accepted: 06/23/2023] [Indexed: 08/01/2023]
Abstract
BACKGROUND Approximately 90% of children with cancer live in low-income and middle-income countries (LMICs), where 5-year survival is lower than 20%. Treatment-related mortality in high-income countries is approximately 3-5%; however, in LMICs, treatment-related mortality has been reported in up to 45% of children with cancer. This study aimed to systematically explore the burden of treatment-related mortality in children with cancer in LMICs and to explore the association between country income level and treatment-related mortality. METHODS For this systematic review and meta-analysis we identified articles published between Jan 1, 2010, and June 22, 2021, describing treatment-related mortality in paediatric patients (aged 0-21 years) with cancer in LMICs. We searched PubMed, Trip, Web of Science, Embase, and the WHO Global Metric Index databases. The search was limited to full-text articles and excluded case reports (<10 patients) and haematopoietic stem-cell transplantation recipients. Two reviewers independently screened studies for eligibility, extracted data from included publications, and evaluated data quality. Random and mixed-effects models were used to estimate treatment-related mortality burden and trends. The Cochran-Q statistic was used to assess heterogeneity between studies. This study is registered on PROSPERO (CRD42021264849). FINDINGS Of 13 269 identified abstracts, 501 studies representing 68 351 paediatric patients with cancer were included. The treatment-related mortality estimate was 6·82% (95% CI 5·99-7·64), accounting for 30·9% of overall mortality (4437 of 14 358 deaths). Treatment-related mortality was inversely related to country income. Treatment-related mortality was 14·19% (95% CI 9·65-18·73) in low-income countries, 9·21% (7·93-10·49) in lower-middle-income countries, and 4·47% (3·42-5·53) in upper-middle-income countries (Cochran-Q 42·39, p<0·0001). In upper-middle-income countries, the incidence of treatment-related mortality decreased over time (slope -0·002, p=0·0028); however, outcomes remained unchanged in low-income (p=0·21) and lower-middle-income countries (p=0·16). INTERPRETATION Approximately one in 15 children receiving cancer treatment in LMICs die from treatment-related complications. Although treatment-related mortality has decreased in upper-middle-income countries over time, it remains unchanged in LMICs. There is an urgent need for targeted supportive care interventions to reduce global disparities in childhood cancer survival. FUNDING American Lebanese Syrian Associated Charities and National Cancer Institute.
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Affiliation(s)
- Bella S Ehrlich
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN, USA; Warren Alpert Medical School, Brown University, Providence, RI, USA
| | - Michael J McNeil
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Linh T D Pham
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Yichen Chen
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Jocelyn Rivera
- Department of Pediatric Emergency Medicine, Hospital Infantil Teletón de Oncología, Querétaro, México
| | - Carlos Acuna
- Department of Pediatric Intensive Care, Dr Luis Calvo Mackenna Children's Hospital, Santiago, Chile
| | - Liz Sniderman
- Northern Alberta Children's Cancer Program, Stollery Children's Hospital, Edmonton, AB, Canada
| | - Firas M Sakaan
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Alejandra Mendez Aceituno
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN, USA; Pediatric Intensive Care Unit, Unidad Nacional de Oncología Pediátrica, Guatemala City, Guatemala
| | - Cesar A Villegas
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Lisa M Force
- Department of Health Metrics Sciences and Department of Pediatrics, Division of Pediatric Hematology/Oncology, University of Washington, Seattle, WA, USA
| | - Nancy S Bolous
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN, USA
| | | | - Jeremy S Slone
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Angela K Carrillo
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN, USA
| | | | - Caitlyn Duffy
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Anita V Arias
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Meenakshi Devidas
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN, USA
| | | | - Sheena Mukkada
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Asya Agulnik
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN, USA.
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6
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Agulnik A. Management of septic shock in children with cancer-Common challenges and research priorities. J Pediatr (Rio J) 2023; 99:101-104. [PMID: 36706794 PMCID: PMC10031354 DOI: 10.1016/j.jped.2023.01.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Affiliation(s)
- Asya Agulnik
- St. Jude Children's Research Hospital, Memphis, TN.
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7
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Tatebe Y, Ushio S, Esumi S, Sada H, Ochi M, Tamefusa K, Ishida H, Fujiwara K, Kanamitsu K, Washio K, Katsube R, Murakawa K, Zamami Y. Low-dose acyclovir for prophylaxis of varicella-zoster virus reactivation after hematopoietic stem cell transplantation in children. Pediatr Blood Cancer 2022; 69:e29979. [PMID: 36151963 DOI: 10.1002/pbc.29979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Revised: 07/29/2022] [Accepted: 08/10/2022] [Indexed: 11/12/2022]
Abstract
BACKGROUND Varicella-zoster virus (VZV) reactivation is a serious complication of hematopoietic stem cell transplantation (HSCT). Although low-dose acyclovir can prevent VZV reactivation after HSCT in adults, the efficacy of a dose of acyclovir lower than the recommended dose, such as 60-80 mg/kg/day in children, is unclear. In this study, we aimed to evaluate the incidence of VZV reactivation after HSCT during and after low-dose acyclovir administration for preventing VZV reactivation in children. METHODS This single-center retrospective study included children aged ≤15 years who received oral acyclovir (at 15 mg/kg/day) to prevent VZV reactivation after HSCT. We examined the cumulative incidence of VZV reactivation after HSCT, during and after prophylactic acyclovir administration. RESULTS Fifty-three eligible patients were included in this study, of whom 37 underwent allogeneic HSCT. The median duration of prophylactic acyclovir therapy was 264 days (range: 69-1140 days). VZV reactivation occurred in 13 patients (24.5%, 95% confidence interval [CI]: 14.9-37.6). The cumulative incidence of VZV reactivation 1 and 2 years after HSCT was 6.26% (95% CI: 1.60-15.5) and 20.9% (95% CI: 10.3-34.0), respectively. While only one patient developed VZV reactivation during the administration of prophylactic acyclovir, the cumulative incidence of VZV reactivation increased to 24.2% (95% CI: 12.5-38.0) 1 year after the cessation of acyclovir. CONCLUSION Low-dose acyclovir (15 mg/kg/day) could be effective for preventing VZV reactivation after HSCT in children because VZV reactivation seldom occurs during the administration of 15 mg/kg/day acyclovir.
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Affiliation(s)
- Yasuhisa Tatebe
- Department of Pharmacy, Okayama University Hospital, Kita-ku, Okayama, Japan
| | - Soichiro Ushio
- Department of Pharmacy, Okayama University Hospital, Kita-ku, Okayama, Japan
| | - Satoru Esumi
- Department of Pharmacy, Okayama University Hospital, Kita-ku, Okayama, Japan
| | - Hikaru Sada
- Department of Pharmacy, Okayama University Hospital, Kita-ku, Okayama, Japan
| | - Motoharu Ochi
- Department of Pediatrics, Okayama University Hospital, Kita-ku, Okayama, Japan
| | - Kosuke Tamefusa
- Department of Pediatrics, Okayama University Hospital, Kita-ku, Okayama, Japan
| | - Hisashi Ishida
- Department of Pediatrics, Okayama University Hospital, Kita-ku, Okayama, Japan
| | - Kaori Fujiwara
- Department of Pediatrics, Okayama University Hospital, Kita-ku, Okayama, Japan
| | - Kiichiro Kanamitsu
- Department of Pediatrics, Okayama University Hospital, Kita-ku, Okayama, Japan.,Department of Pediatrics, National Hospital Organization Okayama Medical Center, Kita-ku, Okayama, Japan
| | - Kana Washio
- Department of Pediatrics, Okayama University Hospital, Kita-ku, Okayama, Japan
| | - Risa Katsube
- Department of Pharmacy, Okayama University Hospital, Kita-ku, Okayama, Japan
| | - Kiminaka Murakawa
- Department of Pharmacy, Okayama University Hospital, Kita-ku, Okayama, Japan
| | - Yoshito Zamami
- Department of Pharmacy, Okayama University Hospital, Kita-ku, Okayama, Japan
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8
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Schechter-Finkelstein T, Plenert E, La Rosa J, McLean J, Chiang KY, Krueger J, Hearne E, Sung L. Pediatric hematology/oncology healthcare professional emotional health during COVID-19. Cancer Med 2021; 10:7144-7151. [PMID: 34467652 PMCID: PMC8525130 DOI: 10.1002/cam4.4253] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 08/06/2021] [Accepted: 08/17/2021] [Indexed: 01/26/2023] Open
Abstract
Objectives Little is known about the impact of coronavirus disease 2019 (COVID‐19) on healthcare professional emotional health in pediatric hematology/oncology. Primary objective was to describe anxiety, depression, positive affect, and perceived stress among pediatric hematology/oncology healthcare professionals following a COVID‐19 outbreak. Secondary objectives were to compare these outcomes based on contact with a positive person, and to identify risk factors for worse outcomes. Materials and methods We included 272 healthcare professionals working with pediatric hematology/oncology patients. We determined whether respondents had direct or indirect contact with a COVID‐19‐positive individual and then measured outcomes using the Patient‐Reported Outcomes Measurement Information System (PROMIS) depression, anxiety, and positive affect measures, and the Perceived Stress Scale. Results Among eligible respondents, 205 agreed to participate (response rate 75%). Sixty‐nine (33.7%) had contact with a COVID‐19‐positive person. PROMIS anxiety, depression, and positive affect scores were similar to the general United States population. Those who had contact with a COVID‐19‐positive individual did not have significantly different outcomes. In multiple regression, non‐physicians had significantly increased anxiety (nurses: p = 0.013), depression (nurses: p = 0.002, pharmacists: p = 0.038, and other profession: p = 0.021), and perceived stress (nurses: p = 0.002 and other profession: p = 0.011) when compared to physicians. Conclusions Pediatric hematology/oncology healthcare professionals had similar levels of anxiety, depression, and positive affect as the general population. Contact with a COVID‐19‐positive individual was not significantly associated with outcomes. Non‐physician healthcare professionals had more anxiety, depression, and perceived stress when compared to physicians. These findings may help to develop programs to support healthcare professional resilience.
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Affiliation(s)
| | - Erin Plenert
- Child Health Evaluative Sciences, The Hospital for Sick Children, Toronto, ON, Canada
| | - Jennifer La Rosa
- Division of Haematology/Oncology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Jennifer McLean
- Division of Haematology/Oncology, The Hospital for Sick Children, Toronto, ON, Canada
| | - K Y Chiang
- Division of Haematology/Oncology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Joerg Krueger
- Division of Haematology/Oncology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Erin Hearne
- Division of Haematology/Oncology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Lillian Sung
- Division of Haematology/Oncology, The Hospital for Sick Children, Toronto, ON, Canada.,Child Health Evaluative Sciences, The Hospital for Sick Children, Toronto, ON, Canada
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9
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Israels T, Afungchwi GM, Chagaluka G, Hesseling P, Kouya F, Paintsil V, Landman L, Chitsike I, Njuguna F, Sung L, Molyneux E. Early death and treatment-related mortality: A report from SUCCOUR - Supportive Care for Children with Cancer in Africa. Pediatr Blood Cancer 2021; 68:e29230. [PMID: 34245228 DOI: 10.1002/pbc.29230] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Revised: 05/18/2021] [Accepted: 06/22/2021] [Indexed: 11/09/2022]
Abstract
BACKGROUND Deaths during paediatric cancer treatment are common in Africa. It is often difficult to distinguish between treatment-related and disease-related causes. To prevent these deaths, it is important to study them and identify the cause. The Supportive Care for Children with Cancer in Africa (SUCCOUR) programme enabled a study with the objective to identify the reasons for early death during treatment. METHODS We conducted a multicentre prospective, observational cohort study in sub-Saharan Africa. Children younger than 16 years with newly diagnosed cancer treated with curative intent were included from 1 September 2019 until 30 March 2020. Data were abstracted in real time by trained personnel using standardised case report forms. The treating clinician's assessment of the cause of death and signs, symptoms and laboratory values of patients who died during the first 3 months of treatment (early death) were documented. RESULTS We included 252 patients (median age 6.0, range 0.2-15.0 years, 54% male). The most common cancer was Burkitt lymphoma (63/252, 25%). Fifteen percent of patients (37/252) died during the first 3 months of treatment. Of these 37 patients, 33 (89%) died of a treatment-related cause. Treatment-related mortality of all patients in the first 3 months of treatment was 13% (33/252). CONCLUSION Fifteen percent of patients had an early death during treatment and 13% had a treatment-related death. This suggests the need to improve supportive care. Implementation of supportive care pathways adapted to local circumstances may be helpful.
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Affiliation(s)
- Trijn Israels
- Princess Máxima Centre for Pediatric Oncology, Utrecht, The Netherlands.,Queen Elizabeth Central Hospital (QECH), College of Medicine, Blantyre, Malawi
| | | | - George Chagaluka
- Queen Elizabeth Central Hospital (QECH), College of Medicine, Blantyre, Malawi
| | - Peter Hesseling
- Department of Paediatrics and Child Health, Stellenbosch University, Stellenbosch, South Africa
| | - Francine Kouya
- Cameroon Baptist Convention Hospitals, Mutengene, Cameroon
| | - Vivian Paintsil
- Department of Child Health, Kumasi School of Medicine and Dentistry, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Lisa Landman
- Princess Máxima Centre for Pediatric Oncology, Utrecht, The Netherlands
| | - Inam Chitsike
- Department of Paediatrics and Child Health, University of Zimbabwe, Harare, Zimbabwe
| | - Festus Njuguna
- Department of Child Health and Paediatrics, Moi University, Eldoret, Kenya
| | - Lillian Sung
- Division of Haematology/Oncology and Program in Child Health Evaluative Sciences, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Elizabeth Molyneux
- Queen Elizabeth Central Hospital (QECH), College of Medicine, Blantyre, Malawi
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10
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Sung L, Corbin C, Steinberg E, Vettese E, Campigotto A, Lecce L, Tomlinson GA, Shah N. Development and utility assessment of a machine learning bloodstream infection classifier in pediatric patients receiving cancer treatments. BMC Cancer 2020; 20:1103. [PMID: 33187484 PMCID: PMC7666525 DOI: 10.1186/s12885-020-07618-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Accepted: 11/06/2020] [Indexed: 11/29/2022] Open
Abstract
Background Objectives were to build a machine learning algorithm to identify bloodstream infection (BSI) among pediatric patients with cancer and hematopoietic stem cell transplantation (HSCT) recipients, and to compare this approach with presence of neutropenia to identify BSI. Methods We included patients 0–18 years of age at cancer diagnosis or HSCT between January 2009 and November 2018. Eligible blood cultures were those with no previous blood culture (regardless of result) within 7 days. The primary outcome was BSI. Four machine learning algorithms were used: elastic net, support vector machine and two implementations of gradient boosting machine (GBM and XGBoost). Model training and evaluation were performed using temporally disjoint training (60%), validation (20%) and test (20%) sets. The best model was compared to neutropenia alone in the test set. Results Of 11,183 eligible blood cultures, 624 (5.6%) were positive. The best model in the validation set was GBM, which achieved an area-under-the-receiver-operator-curve (AUROC) of 0.74 in the test set. Among the 2236 in the test set, the number of false positives and specificity of GBM vs. neutropenia were 508 vs. 592 and 0.76 vs. 0.72 respectively. Among 139 test set BSIs, six (4.3%) non-neutropenic patients were identified by GBM. All received antibiotics prior to culture result availability. Conclusions We developed a machine learning algorithm to classify BSI. GBM achieved an AUROC of 0.74 and identified 4.3% additional true cases in the test set. The machine learning algorithm did not perform substantially better than using presence of neutropenia alone to predict BSI. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-020-07618-2.
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Affiliation(s)
- Lillian Sung
- Division of Haematology/Oncology, The Hospital for Sick Children, 555 University Avenue, Toronto, Ontario, M5G1X8, Canada.
| | - Conor Corbin
- Biomedical Informatics Research, Stanford University, Palo Alto, USA
| | - Ethan Steinberg
- Biomedical Informatics Research, Stanford University, Palo Alto, USA
| | - Emily Vettese
- Division of Haematology/Oncology, The Hospital for Sick Children, 555 University Avenue, Toronto, Ontario, M5G1X8, Canada
| | - Aaron Campigotto
- Division of Infectious Diseases, The Hospital for Sick Children, Toronto, Canada
| | - Loreto Lecce
- Division of Neonatology, The Hospital for Sick Children, Toronto, Canada
| | | | - Nigam Shah
- Biomedical Informatics Research, Stanford University, Palo Alto, USA
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11
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The impact of pretreatment serum cobalamin and folate levels on complications and peripheral blood recovery during induction chemotherapy of leukemia: a cross-sectional study. Support Care Cancer 2020; 29:2225-2230. [DOI: 10.1007/s00520-020-05688-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2020] [Accepted: 08/12/2020] [Indexed: 02/04/2023]
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12
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Horn SR, Stoltzfus KC, Mackley HB, Lehrer EJ, Zhou S, Dandekar SC, Fox EJ, Rizk EB, Trifiletti DM, Rao PM, Zaorsky NG. Long-term causes of death among pediatric patients with cancer. Cancer 2020; 126:3102-3113. [PMID: 32298481 DOI: 10.1002/cncr.32885] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 02/23/2020] [Accepted: 03/09/2020] [Indexed: 01/23/2023]
Abstract
BACKGROUND The objectives of this study were to characterize the risk of death (1) from the primary cancer vs competing cause of death; and (2) from various causes of death vs the general poplation. The relative risk of death after a pediatric cancer diagnosis versus the general population and the risk of death from a primary cancer diagnosis versus competing causes of death. METHODS This retrospective, population-based study used the Surveillance, Epidemiology, and End Results database (1980-2015) and included patients aged 0 to 19 years at the time of diagnosis. Observed deaths were calculated; the risk of death versus the general population was assessed with standardized mortality ratios (SMRs). Competing risk models for the cause of death were performed. RESULTS There were 58,356 patients who were diagnosed, and the mortality rate was 22.8%. To assess causes of death, 6996 patients who died during the study period were included (45,580 total person-years at risk): 5128 (73%) died of their primary cancer, and 1868 (27%) died of a competing cause. Among all patients, the rate of death from the index cancer was higher than the rate of death from another cause within the first 5 years after diagnosis. The risk of death from a nonprimary cancer began to supersede the rate of death from the primary cancer 10 years after diagnosis for patients with germ cell tumors, lymphomas, and sarcomas. SMRs for the primary cancer were highest within the first 5 years after diagnosis for all cancers (SMRs, 100-50,000; P < .0001). The risk of death from competing causes (heart disease, suicide, and sepsis) was elevated (SMR, >100; P < .001). The risk of dying of heart disease was high, especially for patients with astrocytomas (SMR, 47.84; 95% confidence interval [CI], 27.87-76.59) and neuroblastomas (SMR, 98.59; 95% CI, 47.28-181.32). The risk of dying of suicide was high in most patients, particularly for those with osteosarcomas (SMR, 111.40; 95% CI, 2.82-620.69), Hodgkin lymphomas (SMR, 62.35; 95% CI, 34.89-102.83), and gonadal germ cell tumors (SMR, 28.97; 95% CI, 12.51-57.09). CONCLUSIONS The cause of death for patients with gonadal germ cell tumors, lymphomas, and sarcomas is more commonly a secondary cancer or noncancerous cause than the primary disease; their risk of death from competing causes (heart disease, suicide, and sepsis) rises throughout life.
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Affiliation(s)
- Samantha R Horn
- Department of Radiation Oncology, Penn State Cancer Institute, Hershey, Pennsylvania
| | - Kelsey C Stoltzfus
- Department of Radiation Oncology, Penn State Cancer Institute, Hershey, Pennsylvania
| | - Heath B Mackley
- Department of Radiation Oncology, Penn State Cancer Institute, Hershey, Pennsylvania
| | - Eric J Lehrer
- Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Shouhao Zhou
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, Pennsylvania
| | - Smita C Dandekar
- Department of Pediatrics, Division of Hematology/Oncology, Penn State Health Children's Hospital, Hershey, Pennsylvania
| | - Edward J Fox
- Department of Orthopaedics and Rehabilitation, Penn State Hershey College of Medicine, Hershey, Pennsylvania
| | - Elias B Rizk
- Department of Neurosurgery, Penn State Cancer Institute, Hershey, Pennsylvania
| | | | - Pooja M Rao
- Department of Pediatrics, Division of Hematology/Oncology, Penn State Health Children's Hospital, Hershey, Pennsylvania
| | - Nicholas G Zaorsky
- Department of Radiation Oncology, Penn State Cancer Institute, Hershey, Pennsylvania.,Department of Public Health Sciences, Penn State College of Medicine, Hershey, Pennsylvania
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13
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Loeffen EAH, Knops RRG, Boerhof J, Feijen EAML, Merks JHM, Reedijk AMJ, Lieverst JA, Pieters R, Boezen HM, Kremer LCM, Tissing WJE. Treatment-related mortality in children with cancer: Prevalence and risk factors. Eur J Cancer 2019; 121:113-122. [PMID: 31569066 DOI: 10.1016/j.ejca.2019.08.008] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Revised: 08/04/2019] [Accepted: 08/09/2019] [Indexed: 11/16/2022]
Abstract
AIM Intensive treatment regimens have contributed to a marked increase in childhood cancer survival rates. Death due to treatment-related adverse effects becomes an increasingly important area to further improve overall survival. In this study, we examined 5-year survival in children with cancer to identify risk factors for treatment-related mortality (TRM). METHODS All children (aged <18 years at diagnosis) diagnosed with cancer in 2 Dutch university hospitals between 2003 and 2013 were included, survival status was determined and causes of death were analysed. Various demographic and treatment factors were evaluated, for which a multivariable competing risks analysis was performed. RESULTS A total of 1764 patients were included; overall 5-year survival was 78.6%. Of all 378 deaths, 81 (21.4%) were treatment-related, with infection being responsible for more than half of these deaths. Forty percent of TRM occurred in the first three months after initial diagnosis. Factors associated with TRM in the multivariable competing risks analysis were diagnosis of a haematological malignancy, age at diagnosis <1 year and receipt of allogeneic haematopoietic stem cell transplantation. In children suffering from haematological malignancies, TRM accounted for 56.3% of 103 deaths. CONCLUSION Over one in five deaths in children with cancer death was related to treatment, mostly due to infection. In children suffering from a haematological malignancy, more children died due to their treatment than due to progression of their disease. To further increase overall survival, clinical and research focus should be placed on lowering TRM rates without compromising anti-tumour efficacy. The findings presented in this study might help identifying areas for improvement.
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Affiliation(s)
- Erik A H Loeffen
- University of Groningen, University Medical Center Groningen, Beatrix Children's Hospital, Department of Pediatric Oncology/Hematology, Groningen, the Netherlands.
| | - Rutger R G Knops
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Joren Boerhof
- University of Groningen, University Medical Center Groningen, Beatrix Children's Hospital, Department of Pediatric Oncology/Hematology, Groningen, the Netherlands
| | - E A M Lieke Feijen
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands; Department of Pediatric Oncology, Emma Children's Hospital, Academic Medical Center, Amsterdam, the Netherlands
| | - Johannes H M Merks
- Department of Pediatric Oncology, Emma Children's Hospital, Academic Medical Center, Amsterdam, the Netherlands
| | - Ardine M J Reedijk
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands; Dutch Childhood Oncology Group, Utrecht, the Netherlands
| | - Jan A Lieverst
- Dutch Childhood Oncology Group, Utrecht, the Netherlands
| | - Rob Pieters
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands; Dutch Childhood Oncology Group, Utrecht, the Netherlands
| | - H Marike Boezen
- University of Groningen, University Medical Center Groningen, Department of Epidemiology, Groningen, the Netherlands
| | - Leontien C M Kremer
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands; Department of Pediatric Oncology, Emma Children's Hospital, Academic Medical Center, Amsterdam, the Netherlands
| | - Wim J E Tissing
- University of Groningen, University Medical Center Groningen, Beatrix Children's Hospital, Department of Pediatric Oncology/Hematology, Groningen, the Netherlands; Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
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14
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Egan G, Robinson PD, Martinez JPD, Alexander S, Ammann RA, Dupuis LL, Fisher BT, Lehrnbecher T, Phillips B, Cabral S, Tomlinson G, Sung L. Efficacy of antibiotic prophylaxis in patients with cancer and hematopoietic stem cell transplantation recipients: A systematic review of randomized trials. Cancer Med 2019; 8:4536-4546. [PMID: 31274245 PMCID: PMC6712447 DOI: 10.1002/cam4.2395] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Revised: 06/07/2019] [Accepted: 06/20/2019] [Indexed: 11/17/2022] Open
Abstract
PURPOSE To determine the efficacy and safety of different prophylactic systemic antibiotics in adult and pediatric patients receiving chemotherapy or undergoing hematopoietic stem cell transplantation (HSCT). METHODS We conducted a systematic review and performed searches of Ovid MEDLINE, MEDLINE in-process and Embase; and Cochrane Central Register of Controlled Trials. Studies were included if patients had cancer or were HSCT recipients with anticipated neutropenia, and the intervention was systemic antibacterial prophylaxis. Strategies synthesized included fluoroquinolone vs no antibiotic/nonabsorbable antibiotic; fluoroquinolone vs trimethoprim-sulfamethoxazole; trimethoprim-sulfamethoxazole vs no antibiotic; and cephalosporin vs. no antibiotic. Fluoroquinolone vs cephalosporin and levofloxacin vs ciprofloxacin were compared by network meta-analysis. Primary outcome was bacteremia. RESULTS Of 20 984 citations screened, 113 studies comparing prophylactic antibiotic to control were included. The following were effective in reducing bacteremia: fluoroquinolone vs no antibiotic/nonabsorbable antibiotic (risk ratio (RR) 0.56, 95% confidence interval (CI) 0.41-0.76), trimethoprim-sulfamethoxazole vs no antibiotic (RR 0.59, 95% CI 0.41-0.85) and cephalosporin vs no antibiotic (RR 0.30, 95% CI 0.16-0.58). Fluoroquinolone was not significantly associated with increased Clostridium difficile infection (RR 0.62, 95% CI 0.31-1.24) or invasive fungal disease (RR 1.28, 95% CI 0.79-2.08) but did increase resistance to fluoroquinolone among bacteremia isolates (RR 3.35, 95% CI 1.12 to 10.03). Heterogeneity in fluoroquinolone effect on bacteremia was not explained by evaluated study, population, or methodological factors. Network meta-analysis revealed no direct comparisons for pre-specified analyses; superior regimens were not identified. CONCLUSIONS Fluoroquinolone, trimethoprim-sulfamethoxazole, and cephalosporin prophylaxis reduced bacteremia. A clinical practice guideline to facilitate prophylactic antibiotic decision-making is required.
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Affiliation(s)
- Grace Egan
- Division of Haematology/OncologyThe Hospital for Sick ChildrenTorontoOntarioCanada
| | | | | | - Sarah Alexander
- Division of Haematology/OncologyThe Hospital for Sick ChildrenTorontoOntarioCanada
| | - Roland A. Ammann
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, InselspitalBern University Hospital, University of BernBernSwitzerland
| | - L. Lee Dupuis
- Department of Pharmacy and Research Institute, The Hospital for Sick Children, and Leslie Dan Faculty of PharmacyUniversity of Toronto, The Hospital for Sick ChildrenTorontoOntarioCanada
| | - Brian T. Fisher
- Division of Infectious DiseasesChildren's Hospital of PhiladelphiaPhiladelphiaPAUSA
| | - Thomas Lehrnbecher
- Pediatric Hematology and OncologyJohann Wolfgang Goethe UniversityFrankfurtGermany
| | - Bob Phillips
- Leeds Children's Hospital, Leeds General Infirmary, Leeds Teaching Hospitals, NHS Trust, Leeds, United Kingdom and Centre for Reviews and Dissemination, University of YorkLeeds West YorkshireUK
| | - Sandra Cabral
- Pediatric Oncology Group of OntarioTorontoOntarioCanada
| | - George Tomlinson
- Biostatistics Research UnitToronto General HospitalTorontoOntarioCanada
- Institute of Health Policy Management and EvaluationUniversity of TorontoTorontoOntarioCanada
| | - Lillian Sung
- Division of Haematology/OncologyThe Hospital for Sick ChildrenTorontoOntarioCanada
- Institute of Health Policy Management and EvaluationUniversity of TorontoTorontoOntarioCanada
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15
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Revon-Rivière G, Pauly V, Baumstarck K, Bernard C, André N, Gentet JC, Seyler C, Fond G, Orleans V, Michel G, Auquier P, Boyer L. High-intensity end-of-life care among children, adolescents, and young adults with cancer who die in the hospital: A population-based study from the French national hospital database. Cancer 2019; 125:2300-2308. [PMID: 30913309 DOI: 10.1002/cncr.32035] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Revised: 12/17/2018] [Accepted: 01/25/2019] [Indexed: 12/20/2022]
Abstract
BACKGROUND Efforts to improve the quality of end-of-life (EOL) care depend on better knowledge of the care that children, adolescents, and young adults with cancer receive, including high-intensity EOL (HI-EOL) care. The objective was to assess the rates of HI-EOL care in this population and to determine patient- and hospital-related predictors of HI-EOL from the French national hospital database. METHODS This was a population-based, retrospective study of a cohort of patients aged 0 to 25 years at the time of death who died at hospital as a result of cancer in France between 2014 and 2016. The primary outcome was HI-EOL care, defined as the occurrence of ≥1 chemotherapy session <14 days from death, receiving care in an intensive care unit ≥1 time, >1 emergency room admission, and >1 hospitalization in an acute care unit in the last 30 days of life. RESULTS The study included 1899 individuals from 345 hospitals; 61.4% experienced HI-EOL care. HI-EOL was increased with social disadvantage (adjusted odds ratio [AOR], 1.30; 95% confidence interval [CI], 1.03-1.65; P = .028), hematological malignancies (AOR, 2.09; 95% CI, 1.57-2.77; P < .001), complex chronic conditions (AOR, 1.60; 95% CI, 1.23-2.09; P = .001) and care delivered in a specialty center (AOR, 1.70; 95% CI, 1.22-2.36; P = .001). HI-EOL was reduced in cases of palliative care (AOR, 0.31; 95% CI, 0.24-0.41; P < .001). CONCLUSION A majority of children, adolescents, and young adults experience HI-EOL care. Several features (eg, social disadvantage, cancer diagnosis, complex chronic conditions, and specialty center care) were associated with HI-EOL care. These findings should now be discussed with patients, families, and professionals to define the optimal EOL.
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Affiliation(s)
- Gabriel Revon-Rivière
- Department of Pediatric Hematology and Oncology, La Timone Children's Hospital, APHM, Marseille, France
- Fédération des Équipes Ressources Régionales de Soins Palliatifs Pédiatriques
| | - Vanessa Pauly
- Aix-Marseille University, EA 3279 CEReSS - Health Service Research and Quality of Life Center, Marseille, France
- Department of Medical Information, APHM, Marseille, France
| | - Karine Baumstarck
- Aix-Marseille University, EA 3279 CEReSS - Health Service Research and Quality of Life Center, Marseille, France
| | - Cecile Bernard
- Aix-Marseille University, EA 3279 CEReSS - Health Service Research and Quality of Life Center, Marseille, France
| | - Nicolas André
- Department of Pediatric Hematology and Oncology, La Timone Children's Hospital, APHM, Marseille, France
| | - Jean-Claude Gentet
- Department of Pediatric Hematology and Oncology, La Timone Children's Hospital, APHM, Marseille, France
| | | | - Guillaume Fond
- Aix-Marseille University, EA 3279 CEReSS - Health Service Research and Quality of Life Center, Marseille, France
- Department of Medical Information, APHM, Marseille, France
| | | | - Gérard Michel
- Department of Pediatric Hematology and Oncology, La Timone Children's Hospital, APHM, Marseille, France
- Aix-Marseille University, EA 3279 CEReSS - Health Service Research and Quality of Life Center, Marseille, France
| | - Pascal Auquier
- Aix-Marseille University, EA 3279 CEReSS - Health Service Research and Quality of Life Center, Marseille, France
| | - Laurent Boyer
- Aix-Marseille University, EA 3279 CEReSS - Health Service Research and Quality of Life Center, Marseille, France
- Department of Medical Information, APHM, Marseille, France
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