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Predicting failure of hematopoietic stem cell mobilization before it starts: the Predicted Poor Mobilizer (pPM) score
- 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: 0.63â0.72). We developed a new prediction model from multivariate analysis whose score (pPM-score) resulted in better AUC (0.80, 95%CI: 0.76â0.84, p < 0001). 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: 9.9â24.8); specificity was 98% (95%CI: 97â98.7%), sensitivity 31.7% (95%CI: 24.9â39%); positive predictive value in our sample was 71.3% (95%CI: 60â80.8%). Simplified pPM-score can ârule inâ 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 :
- Oncology
Adult
Male
medicine.medical_specialty
Multivariate analysis
Adolescent
lymphoma
Filgrastim
Likelihood ratios in diagnostic testing
NO
03 medical and health sciences
Young Adult
0302 clinical medicine
Predictive Value of Tests
Risk Factors
Internal medicine
medicine
Humans
Child
Hematopoietic Stem Cell Mobilization
Aged
Retrospective Studies
Transplantation
Mobilization
Receiver operating characteristic
business.industry
Plerixafor
Patient Selection
Area under the curve
poor mobiliser
Hematology
Middle Aged
stem cell mobilization, lymphoma, myeloma, poor mobiliser, oredicting clinical score
stem cell mobilization
Settore MED/15 - MALATTIE DEL SANGUE
myeloma
oredicting clinical score
030220 oncology & carcinogenesis
Area Under Curve
Child, Preschool
Female
business
Multiple Myeloma
030215 immunology
medicine.drug
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....dce93f45679ec9d126e8d80ff9b36616