Validation of the acute leukemia‐EBMT score for prediction of mortality following allogeneic stem cell transplantation in a multi‐center GITMO cohort. Issue 5 (21st February 2017)
- Record Type:
- Journal Article
- Title:
- Validation of the acute leukemia‐EBMT score for prediction of mortality following allogeneic stem cell transplantation in a multi‐center GITMO cohort. Issue 5 (21st February 2017)
- Main Title:
- Validation of the acute leukemia‐EBMT score for prediction of mortality following allogeneic stem cell transplantation in a multi‐center GITMO cohort
- Authors:
- Shouval, Roni
Bonifazi, Francesca
Fein, Joshua
Boschini, Cristina
Oldani, Elena
Labopin, Myriam
Raimondi, Roberto
Sacchi, Nicoletta
Dabash, Osamah
Unger, Ron
Mohty, Mohamad
Rambaldi, Alessandro
Nagler, Arnon - Abstract:
- Abstract: Predictive models may help in determining the risk/benefit ratio of allogeneic hematopoietic stem cell transplantation (HSCT) in acute leukemia (AL). Using a machine‐learning algorithm we have previously developed the AL‐ European Society for Blood and Marrow Transplantation (EBMT) score for prediction of mortality following transplantation. We report here the first external validation of the AL‐EBMT score in a cohort of AL patients from the Italian national transplantation network. A total of 1848 patients transplanted between the years 2000‐2014 were analyzed. The median age was 45.9. Indications for HSCT were Acute Myeloid Leukemia (68.1%) and Acute Lymphoblastic Leukemia (31.9%). The majority of patients were in first complete remission (60.4%), and received myeloablative conditioning (81.3%). Median follow‐up was 2 years. The score was well‐calibrated for prediction of day 100 mortality and 2‐year overall survival (OS), leukemia free survival (LFS), and nonrelapse related mortality, with corresponding area under the receiver‐operator curves of 0.698, 0.651, 0.653, and 0.651, respectively. Increasing score intervals were associated with a decreasing probability of 2‐year OS and LFS. The highest scoring group was associated with a hazard ratio of 3.16, 2.8, and 2.27 for 2‐year OS, LFS, and NRM, respectively. In conclusion, the AL‐EBMT score identified three distinct risk groups and was predictive of OS. It is a valid tool for stratifying the risk of acuteAbstract: Predictive models may help in determining the risk/benefit ratio of allogeneic hematopoietic stem cell transplantation (HSCT) in acute leukemia (AL). Using a machine‐learning algorithm we have previously developed the AL‐ European Society for Blood and Marrow Transplantation (EBMT) score for prediction of mortality following transplantation. We report here the first external validation of the AL‐EBMT score in a cohort of AL patients from the Italian national transplantation network. A total of 1848 patients transplanted between the years 2000‐2014 were analyzed. The median age was 45.9. Indications for HSCT were Acute Myeloid Leukemia (68.1%) and Acute Lymphoblastic Leukemia (31.9%). The majority of patients were in first complete remission (60.4%), and received myeloablative conditioning (81.3%). Median follow‐up was 2 years. The score was well‐calibrated for prediction of day 100 mortality and 2‐year overall survival (OS), leukemia free survival (LFS), and nonrelapse related mortality, with corresponding area under the receiver‐operator curves of 0.698, 0.651, 0.653, and 0.651, respectively. Increasing score intervals were associated with a decreasing probability of 2‐year OS and LFS. The highest scoring group was associated with a hazard ratio of 3.16, 2.8, and 2.27 for 2‐year OS, LFS, and NRM, respectively. In conclusion, the AL‐EBMT score identified three distinct risk groups and was predictive of OS. It is a valid tool for stratifying the risk of acute leukemia patients undergoing allogeneic HSCT. … (more)
- Is Part Of:
- American journal of hematology. Volume 92:Issue 5(2017:May)
- Journal:
- American journal of hematology
- Issue:
- Volume 92:Issue 5(2017:May)
- Issue Display:
- Volume 92, Issue 5 (2017)
- Year:
- 2017
- Volume:
- 92
- Issue:
- 5
- Issue Sort Value:
- 2017-0092-0005-0000
- Page Start:
- 429
- Page End:
- 434
- Publication Date:
- 2017-02-21
- Subjects:
- Hematology -- Periodicals
616.15 - Journal URLs:
- http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1096-8652 ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1002/ajh.24677 ↗
- Languages:
- English
- ISSNs:
- 0361-8609
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 0824.800000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 11504.xml