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Predicting failure of hematopoietic stem cell mobilization before it starts: the predicted poor mobilizer (pPM) score.
- Source :
-
Bone marrow transplantation [Bone Marrow Transplant] 2018 Apr; Vol. 53 (4), pp. 461-473. Date of Electronic Publication: 2018 Jan 12. - Publication Year :
- 2018
-
Abstract
- Predicting mobilization failure before it starts may enable patient-tailored strategies. Although consensus criteria for predicted PM (pPM) are available, their predictive performance has never been measured on real data. We retrospectively collected and analyzed 1318 mobilization procedures performed for MM and lymphoma patients in the plerixafor era. In our sample, 180/1318 (13.7%) were PM. The score resulting from published pPM criteria had sufficient performance for predicting PM, as measured by AUC (0.67, 95%CI: 0.63-0.72). We developed a new prediction model from multivariate analysis whose score (pPM-score) resulted in better AUC (0.80, 95%CI: 0.76-0.84, pā<ā0001). pPM-score included as risk factors: increasing age, diagnosis of NHL, positive bone marrow biopsy or cytopenias before mobilization, previous mobilization failure, priming strategy with G-CSF alone, or without upfront plerixafor. A simplified version of pPM-score was categorized using a cut-off to maximize positive likelihood ratio (15.7, 95%CI: 9.9-24.8); specificity was 98% (95%CI: 97-98.7%), sensitivity 31.7% (95%CI: 24.9-39%); positive predictive value in our sample was 71.3% (95%CI: 60-80.8%). Simplified pPM-score can "rule in" patients at very high risk for PM before starting mobilization, allowing changes in clinical management, such as choice of alternative priming strategies, to avoid highly likely mobilization failure.
- Subjects :
- Adolescent
Adult
Aged
Area Under Curve
Child
Child, Preschool
Female
Hematopoietic Stem Cell Mobilization methods
Humans
Male
Middle Aged
Multiple Myeloma therapy
Retrospective Studies
Risk Factors
Young Adult
Hematopoietic Stem Cell Mobilization standards
Patient Selection
Predictive Value of Tests
Subjects
Details
- Language :
- English
- ISSN :
- 1476-5365
- Volume :
- 53
- Issue :
- 4
- Database :
- MEDLINE
- Journal :
- Bone marrow transplantation
- Publication Type :
- Academic Journal
- Accession number :
- 29330395
- Full Text :
- https://doi.org/10.1038/s41409-017-0051-y