1. Integrating clinical features and genetic lesions in the risk assessment of patients with chronic myelomonocytic leukemia
- Author
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Mario Cazzola, Anna Gallì, José Cervera, Torsten Haferlach, Reyes Sancho-Tello, Luca Malcovati, Ettore Rizzo, Ilaria Ambaglio, Silvia Catricalà, Ana Vicente, Chiara Elena, Manja Meggendorfer, Annette Fasan, Silvia Zibellini, Guillermo Sanz, Esther Schuler, María López-Pavía, Andrea Kuendgen, Elisabetta Molteni, Claudia Haferlach, Ulrich Germing, Esperanza Such, and Erica Travaglino
- Subjects
Male ,Oncology ,cancer patient ,leukocyte count ,cancer incidence ,genotype ,very elderly ,chronic myelomonocytic leukemia ,Gene mutation ,Biochemistry ,Cohort Studies ,0302 clinical medicine ,Risk Factors ,hemic and lymphatic diseases ,middle aged ,somatic mutation ,genetics ,Cumulative incidence ,cancer survival ,Aged, 80 and over ,density gradient centrifugation ,adult ,Hazard ratio ,risk assessment ,nras protein ,Leukemia, Myelomonocytic, Chronic ,Hematology ,Middle Aged ,Mal ,Prognosis ,cohort analysis ,unclassified drug ,Survival Rate ,asxl1 protein ,aged ,Leukemia ,Phenotype ,female ,priority journal ,risk factor ,030220 oncology & carcinogenesis ,cancer grading ,young adult ,Female ,Adult ,survival rate ,transcription factor RUNX1 ,medicine.medical_specialty ,erythrocyte transfusion ,phenotype ,overall survival ,Clinical Decision-Making ,Immunology ,setbp1 protein ,Chronic myelomonocytic leukemia ,thrombocyte count ,clinical decision making ,Risk Assessment ,cancer prognosis ,Article ,Young Adult ,03 medical and health sciences ,male ,Internal medicine ,Biomarkers, Tumor ,medicine ,follow up ,Humans ,controlled study ,human ,procedures ,Survival rate ,Myeloproliferative neoplasm ,Aged ,Chromosome Aberrations ,hemoglobin blood level ,Proportional hazards model ,business.industry ,high risk population ,Cell Biology ,hemoglobin ,medicine.disease ,major clinical study ,clinical feature ,Mutation ,tumor marker ,chromosome aberration ,pathology ,prognosis ,Neoplasm Grading ,mutation ,protein ,business ,Follow-Up Studies ,030215 immunology - Abstract
Chronic myelomonocytic leukemia (CMML) is a myelodysplastic/myeloproliferative neoplasm with variable clinical course. To predict the clinical outcome, we previously developed a CMML-specific prognostic scoring system (CPSS) based on clinical parameters and cytogenetics. In this work, we tested the hypothesis that accounting for gene mutations would further improve risk stratification of CMML patients. We therefore sequenced 38 genes to explore the role of somatic mutations in disease phenotype and clinical outcome. Overall, 199 of 214 (93%) CMML patients carried at least 1 somatic mutation. Stepwise linear regression models showed that these mutations accounted for 15% to 24% of variability of clinical phenotype. Based on multivariable Cox regression analyses, cytogenetic abnormalities and mutations in RUNX1, NRAS, SETBP1, and ASXL1 were independently associated with overall survival (OS). Using these parameters, we defined a genetic score that identified 4 categories with significantly different OS and cumulative incidence of leukemic evolution. In multivariable analyses, genetic score, red blood cell transfusion dependency, white blood cell count, and marrow blasts retained independent prognostic value. These parameters were included into a clinical/molecular CPSS (CPSS-Mol) model that identified 4 risk groups with markedly different median OS (from >144 to 18 months, hazard ratio [HR] = 2.69) and cumulative incidence of leukemic evolution (from 0% to 48% at 4 years, HR = 3.84) (P < .001). The CPSS-Mol fully retained its ability to risk stratify in an independent validation cohort of 260 CMML patients. In conclusion, integrating conventional parameters and gene mutations significantly improves risk stratification of CMML patients, providing a robust basis for clinical decision-making and a reliable tool for clinical trials. © 2016 by The American Society of Hematology.
- Published
- 2016
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