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Pereira, Arturo

https://orcid.org/0000-0003-2711-422X

Mayo Clinic

Hospital Clínic de Barcelona

Citations 8

A Dynamic Prognostic Model to Predict Survival in Primary Myelofibrosis: a Study of the International Working Group for Myeloproliferative Neoplasm Research and Treatment (IWG-MRT).
Cervantes, Francisco , Morra, Enrica, Rumi, Elisa , Pereira, Arturo , Pungolino, Ester , Caramella, Marianna, Pascutto, Cristiana, Lazzarino, Mario, Tefferi, Ayalew , Passamonti, Francesco , Vannucchi, Alessandro M. , Guglielmelli, Paola , Cazzola, Mario

Blood | October 13, 2019 | Volume: 114 | Issue: 22 | Pages: 3891-3891

10.1182/blood.v114.22.3891.3891 Get It

Abstract Abstract 3891 Poster Board III-827 Age over 65 years, hemoglobin level lower than 10 g/dL, WBC count greater than 25 × 109/L, peripheral blood blasts equal to or greater than 1%, and presence of constitutional symptoms provide a reliable prediction of survival in patients with primary myelofibrosis (PMF) at diagnosis [Cervantes et al. Blood. 2009 Mar 26;113(13):2895-901]. In fact, based on the presence of 0 (low risk), 1 (intermediate risk-1), 2 (intermediate risk-2) or greater than or equal to 3 (high risk) of the above factors, 4 risk groups with no overlapping in their survival curves were defined. To investigate whether the acquisition of these prognostic factors during follow-up may predict survival anytime, we studied 525 PMF patients regularly followed at each participating Institution from 1980 to 2008. The study was carried out within the IWG-MRT, and an ad hoc database was developed for data collection. Patients with post-polycythemia vera and post-essential thrombocythemia myelofibrosis, and patients with pre-fibrotic myelofibrosis were excluded from this study. Overall, 68 patients (26% of subjects who were below the age of 65 at diagnosis) passed the 65-year age threshold during the study period, 158 (47% of patients without this risk factor at diagnosis) developed anemia, 72 (15% of patients without this risk factor at diagnosis) presented marked leukocytosis, 102 (27% of patients without this risk factor at diagnosis) had more than 1% peripheral blast cells, and 54 (14% of patients without these symptoms at diagnosis) had constitutional symptoms. All variables resulted significant when analyzed as time-dependent covariates in a multivariable Cox proportional hazard regression model, and all of them were therefore included in the subsequent models. Each variable was assigned an integer weight close to the corresponding hazard ratio (HR), and the sum of values obtained was used to allocate the patients into 4 risk categories (low, intermediate-1, intermediate-2, high). We developed 2 separate models, one for all patients (DIPSS) and the other one for patients below the age of 65 (age-adjusted DIPSS), both applicable during the course of the disease. Cumulative survival can be estimated with the Kaplan Meier method. The increased risk of death when changing risk category was estimated as HR. According to DIPSS, the HR was: 4.13 (95% CI: 1.73-9.82; P < .001) if the risk category shifted from low to intermediate-1, 4.61 (95% CI: 3.18-9.82; P < .001) from intermediate-1 to intermediate-2, and 2.54 (95% CI: 1.94-3.31; P < .001) from intermediate-2 to high. According to age-adjusted DIPSS, the HR was 3.97 (95% CI: 1.5-10.5, P = .005) if the risk category shifted from low to intermediate-1, 2.84 (95% CI: 1.46-5.54; P = .002) from intermediate-1 to intermediate-2, and 1.81 (95% CI: 1.08-3.04; P = .025) from intermediate-2 to high. In conclusion, this study shows that age over 65 years, hemoglobin level lower than 10 g/dL, WBC count greater than 25 × 109/L, peripheral blood blasts equal to or greater than 1%, and the presence of constitutional symptoms predict survival independently and in a time-dependent manner in patients with PMF. Both DIPSS and age-adjusted DIPSS allow a reliable prognostic assessment of PMF patients at any time during the clinical course of the disease, and are therefore useful for clinical decision making. Disclosures: No relevant conflicts of interest to declare.
A New Prognostic Scoring System for Primary Myelofibrosis Based on a Study of the International Working Group for Myelofibrosis Research and Treatment
Cervantes, Francisco , Dupriez, Brigitte, Pereira, Arturo , Reilly, John T., Morra, Enrica, Demory, Jean‐Loup, Rumi, Elisa, Tefferi, Ayalew , Passamonti, Francesco , Vannucchi, Alessandro M. , Mesa, Ruben A. , Barosi, Giovanni , Rumi, Elisa

Blood | October 13, 2019 | Volume: 112 | Issue: 11 | Pages: 657-657

10.1182/blood.v112.11.657.657 Get It

Abstract Survival of patients with primary myelofibrosis (PMF) is highly variable, ranging from months to even decades. Although treatment of PMF remains mostly palliative, the increasing use of allogeneic hemopoietic stem cell transplantation and introduction of newer therapies has raised the need for a better prognostic stratification of these patients. The initial features of 1,054 patients (638M/416F; median age 64 years, range 10–90) consecutively diagnosed with PMF in seven institutions from Europe and USA between 1980 and 2007 were evaluated for prognostic significance. Patients with the so-called “pre-fibrotic” form of PMF were not considered. The variables assessed were those previously shown to be of prognostic value in PMF, those clinically meaningful, and possible confounders (namely, diagnostic period and series of origin). The effect of the potential prognostic factors on survival was evaluated by the Cox proportional hazards regression and the proportional hazards assumption checked in every model by graphical methods and the Grambsch-Therneau test. A prognostic model was identified through a stepwise selection process, based on a z-test of the regression coefficients, and evaluated by calculating its discriminating power (measured by Harrell’s C concordance index), as compared to that of current PMF prognostic systems, and its positive predictive accuracy for actual survival longer (or shorter) than definite periods of time from diagnosis. The replicability of both the prognostic variables and the new prognostic score was tested by bootstrap re-sampling, in which 1,000 samples of the same size than the original series were built by random extraction with reposition. Median survival of the overall series was 69 months (95% CI: 61–76), with 49% of patients having died at the time of study. At multivariate analysis, five initial variables were associated with shorter survival: age > 65 years, constitutional symptoms (weight loss, fever, sweats), Hb < 10 g/dL, leukocyte count > 25×109/L, and blood blasts 1%. The hazard ratios of these variables did not differ substantially, ranging from 2.89 (95% CI: 2.46–3.61) for Hb < 10 g/dL to 1.80 (95% CI: 1.50–2.17) for blood blasts 1% and, therefore, one point was assigned to each one. Based on this, among the 1,001 patients of the series with all the necessary data available, four risk groups were identified with no overlapping in the 95% CI of their survival curves (figure): low risk (no factor, 22% of patients; median survival 135 months); intermediate risk-1 (one factor, 29% of patients; median survival 95 months); intermediate risk-2 (two factors; 28% of patients; median survival 48 months); and high risk (three factors, 21% of patients; median survival 27 months). The new prognostic score showed high predictive accuracy and replicability and had higher discriminating power than current risk-based PMF classifications. In the 409 patients with assessable metaphases, presence of cytogenetic abnormalities (observed in 30% of cases) was associated with shorter survival and contributed to prognosis, but only in patients in the intermediate-risk groups. No prognostic influence for either JAK2 V617F mutational status (n= 345) or blood CD34+ cell count (n= 150) was noted. This new prognostic scoring system substantially improves existing risk-based classifications of PMF and may help in treatment-decision making and in the design and analysis of newer therapies for the disease. Figure Figure
Leukemia Risk Models in Primary Myelofibrosis: An International Working Group Study,
Tefferi, Ayalew , Pardanani, Animesh , Gangat, Naseema , Begna, Kebede H. , Hanson, Curtis A. , Dyke, Daniel L. Van , Morra, Enrica, Pereira, Arturo , Cervantes, Francisco , Caramazza, Domenica , Vannucchi, Alessandro M. , Cazzola, Mario , Passamonti, Francesco

Blood | October 12, 2019 | Volume: 118 | Issue: 21 | Pages: 3833-3833

10.1182/blood.v118.21.3833.3833 Get It

Abstract Abstract 3833 Background: Survival in primary myelofibrosis (PMF) is assessed by the Dynamic International Prognostic Scoring System (DIPSS) (Blood 2010;115:1703) and DIPSS-plus (JCO 2011;29:392). The latter is based on eight risk factors including age>65 years, constitutional symptoms, hemoglobin <10 g/dL, red blood cell transfusion need, leukocyte count >25 × 109/L, platelet count <100 × 109/L, peripheral blood (PB) blasts ≥1% and unfavorable karyotype. Recent studies have highlighted the prognostic significance of monosomal karyotype (MK) (Blood 2011;117:5612), unfavorable karyotype (Leukemia 2011;25:82) and platelet count <100 × 109/L ((JCO 2011;29:392), for leukemic transformation (LT) in PMF. Methods: A combination of multivariable and receiver operating characteristic (ROC) analyses were applied to a Mayo Clinic database of 884 karyotypically-annotated patients with PMF, in order to define karyotype-dependent and karyotype-independent risk models for LT. The karyotype-independent model was further validated in a separate cohort of 525 PMF patients from an international database (Blood 2010;115:1703). Patients in the Mayo cohort were evaluated at time of referral and those of the international database at time of initial diagnosis. Results I: Sixty cases of LT were documented. Karyotype (categorized into MK, inv(3)/i(17q) abnormalities, other unfavorable, and favorable), PB blast percentage (as a continuous variable), and platelet count (as a continuous variable) were the most reliable (p<0.01) in predicting leukemia-free survival (LFS). The best discriminant levels for inferior LFS were MK (HR 6.2, 95% CI 2.2–17.1), inv(3)/i(17q) abnormalities (HR 7.6, 95% CI 1.8–33.3), PB blast ≥2% (HR 2.4, 95% CI 1.4–4.2) and platelet count ≤41 × 109/L (HR 2.6, 95% CI 1.3–5.1). MK and inv(3)/i(17q) abnormalities were subsequently consolidated into one “very high risk” cytogenetic category (n =27), with a corresponding HR of 6.6 (95% CI 2.7–16.0). HR-based risk scores were assigned to “very high risk” karyotype (2 points), PB blast ≥2% (one point) and platelet count ≤50 × 109/L (one point) to classify patients into low (no adverse points; n =522), intermediate (one adverse point; n =290) and high risk (two or more adverse points; n =72) groups; the corresponding 3-year LT rates were 3%, 10% (HR 2.6; 95% CI 1.4–4.6) and 35% (HR 9.4, 95% CI 4.7–18.7) (Figure 1). Results II: The karyotype-independent model was based on PB blast percentage and platelet count only; low-risk (no adverse points; n =525), intermediate-risk (one adverse point; n =311) and high-risk (two adverse points; n =48); the corresponding 3-year LT rates were 3%, 12% (HR 3.1, 95% CI 1.8–5.4; p<0.0001) and 25% (HR 6.0, 95% CI 2.6–14.1). The karyotype-independent model was validated in a separate cohort of 525 PMF patients with 70 documented cases of LT, from an international database (Blood 2010;115:1703). Conclusions: The current leukemia risk models are applicable at diagnosis or during follow-up, in the presence or absence of cytogenetic information, and complement DIPSS-plus in the comprehensive prognostication of patients with PMF. Disclosures: Vannucchi: Novartis: Honoraria.
Effect of the Number of Prognostically Relevant Mutated Genes on Survival and Leukemia Progression in Primary Myelofibrosis
Score, Johannah, Mannarelli, Carmela, Rotunno, Giada, Pardanani, Animesh , Zoi, Katerina, Reiter, Andreas , Rumi, Elisa, Finke, Christy M. , Gangat, Naseema , Knudson, Ryan A., Laborde, Rebecca R., Pereira, Arturo , Cervantes, Francisco , Tefferi, Ayalew , Guglielmelli, Paola , Lasho, Terra L. , Biamonte, Flavia , Pancrazzi, Alessandro , Duncombe, Andrew , Pietra, Daniela , Rumi, Elisa , Ketterling, Rhett P. , Bosi, Alberto , Barosi, Giovanni , Cazzola, Mario , Cross, Nicholas C.P. , Vannucchi, Alessandro M.

Blood | October 12, 2019 | Volume: 122 | Issue: 21 | Pages: 104-104

10.1182/blood.v122.21.104.104 Get It

Abstract Background The median survival (OS) of patients with primary myelofibrosis (PMF; 6.5y) is significantly shortened compared to reference population (Cervantes et al, JCO 2012; 30:2981). OS is predicted by the four risk categories of IPSS, Dynamic-IPSS and DIPSS-plus score, nevertheless pts heterogeneity persists within these categories, necessitating improved risk stratification. We recently reported that pts harboring mutations in any one of the prognostically relevant ASXL1, EZH2, IDH1/2 and SRSF2 genes constitute a IPSS-and DIPPS-plus independent Molecular High Risk category (MHR+) characterized by significant reduction of OS and leukemia free survival (LFS) (Vannucchi et al, Leukemia 2013). The aim of this work was to analyze the impact of the number of prognostically relevant mutated genes on OS and LFS in PMF. Patients and methods Two independent cohorts are included, a “test cohort” from Europe, analyzed at diagnosis, and a “validation cohort” from Mayo Clinic, analyzed at any time after diagnosis. Mutation analysis was performed in DNA from whole blood or granulocytes using RTQ-PCR, HRM and direct sequencing; all mutations were confirmed at least twice. The prognostic value of the molecular variables with regard to OS and LFS was analyzed by Cox regression. Test cohort It included 490 pts (median age 61y; males = 301) risk stratified by IPSS into high (n=74, 15%), intermediate-2 (n=93, 19% ), intermediate-1 (n=147, 30%) and low (n=176, 36%). The median follow-up was 3.63y (95% CI, 0.06-28.33); 161 pts died (33.0%), of whom 76 (15.6%) had progressed to acute leukemia after a median of 3.4y (0.04-28.3) from diagnosis. One hundred forty-six pts (29.8%) presented at least one of the four aforementioned mutated genes and were classified as MHR+. The OS of MHR+ pts was significantly reduced compared to patients with no mutations (n=344): 80.7 vs 148.9 mo (HR 2.2, CI95% 1.6-3.03). One hundred twelve (22.8%) pts had 1 mutation and 34 (6.9%) had 2 or more mutations. In univariate analysis presence of 2 or more mutated genes was significantly more detrimental for OS (29.5mo; HR 4.12, IC95% 2.6-6.4) than having 1 mutated gene (84.2mo; HR 1.8, IC95% 1.2-2.5) compared with having no mutations (148.9mo). Multivariate analysis results adjusted for IPSS indicated that having two or more mutations was an independent prognostic factor for OS (HR 2.9, 95% CI 1.8-4.5). Notably, the prognostic relevance of harboring two or more mutations involved both lower (low and intermediate-1; HR 1.87, 95% CI 1.3-2.6) and higher (intermediate-2 and high; HR 1.6, 95% CI 1.2-2.1) categories of IPSS. Also LFS resulted significantly shorter (129mo; HR 3.1, 95%CI 1.9-4.8) in MHR+ pts compared with pts with no adverse mutations (323mo). Having 2 or more mutations correlated with greater reduction of LFS (79.6mo; HR 7.02, CI95% 3.9-12.6) than having one mutation only (133.9mo; HR 2.2, IC95% 1.3-3.7) as compared with no mutations (323.2mo). Multivariate analysis showed that IPSS high risk category (HR 4.5; 95% CI 2.3-8.8) and two or more mutated genes (HR 5.3; 95% CI 2.9-9.8) predicted independently for a significant reduction in LFS. The negative impact on LFS of having 2 or more mutated genes compared to one or no mutations was maintained in the lower (HR 6.4, 95% CI 2.6-15.2) and higher (HR 5.5, 95% CI 2.3-12.8) risk categories. Validation cohort Validation cohort included 262 patients (median age 64 years; males = 167) risk stratified by DIPSS-plus into high (n=89, 34%), intermediate-2 (n=92, 35%), intermediate-1 (n=46, 18%) and low (n=34, 13%). One hundred forty-six pts (56%) displayed none of the four aforementioned mutations, 93 (36%) harbored one mutation whereas 23 (9%) harbored two or more mutations. In univariate analysis, having two or more mutations (HR 3.7; 95% CI 2.2-6.1) was significantly more detrimental for OS than having no mutations, which is more favorable than having one mutation (HR 1.9; 95% CI 1.4-2.7). When adjusted for DIPSS-plus, the presence of two or more mutations retained its significance (HR 2.1; 95% CI 1.3-3.6) and outperformed ASXL1 mutation alone in its prognostic relevance Conclusions Overall, these results show that the number of prognostically relevant mutated genes correlate with OS and LFS in pts with PMF, suggesting that screening for these mutations might help to improve risk stratification. Disclosures: No relevant conflicts of interest to declare.
Socioeconomic burden of participation in clinical trials in patients with myeloproliferative neoplasms
Goel, Swati , Pereira, Arturo , Efficace, Fabio , Barbui, Tiziano , Tefferi, Ayalew , Cervantes, Francisco , Cervantes, Francisco , Paoli, Chiara , Iurlo, Alessandra , Vannucchi, Alessandro M. , Efficace, Fabio

European Journal of Haematology | April 3, 2017 | Volume: 99 | Issue: 1 | Pages: 36-41

10.1111/ejh.12887 Get It

AbstractObjectiveTo determine the financial and psycho‐social impact of participation in clinical trials of patients with BCR/ABL‐negative myeloproliferative neoplasms (MPN).MethodsAn international, observational cross‐sectional study was performed in 143 consecutive MPN patients (51% myelofibrosis, 36% polycythemia vera, 13% essential thrombocythemia), 68% from Italy, 17% from USA, and 15% from Spain.ResultsThirty‐five percent of patients reported having spent more money during the trial than in previous treatments and 21% having missed more workdays. Twelve percent replied that they would not have participated in the trial if the financial consequences would have been known beforehand. In 10% of the patients, the interpersonal relationships were more affected during the trial than in previous treatment but, overall, 91% subjects believed that participating in the clinical trial was worth the financial or emotional suffering. Concerning patients’ suggestions, 54% of them indicated that the number of visits required for the trial should be clearly specified in the informed consent, 60% recommended travel cost reimbursement, and 23% hotel cost reimbursement.ConclusionsPhysicians and pharmaceutical companies involved in clinical trials with patients with hematological diseases should be aware of these problems and make efforts to attenuate the socioeconomic burden of participation in the trials.
Response: Capturing variables with prognostic relevance in development of a new scoring system for primary myelofibrosis
Cervantes, Francisco , Pereira, Arturo , Tefferi, Ayalew

Blood | January 21, 2010 | Volume: 115 | Issue: 3 | Pages: 745-746

10.1182/blood-2009-10-248013 Get It

A dynamic prognostic model to predict survival in primary myelofibrosis: a study by the IWG-MRT (International Working Group for Myeloproliferative Neoplasms Research and Treatment)
Passamonti, Francesco , Cervantes, Francisco , Morra, Enrica, Rumi, Elisa , Pereira, Arturo , Guglielmelli, Paola , Pungolino, Ester , Caramella, Marianna, Maffioli, Margherita , Pascutto, Cristiana, Lazzarino, Mario, Cazzola, Mario , Tefferi, Ayalew , Vannucchi, Alessandro M. , Passamonti, Francesco , Cazzola, Mario , Guglielmelli, Paola

Blood | December 14, 2009 | Volume: 115 | Issue: 9 | Pages: 1703-1708

10.1182/blood-2009-09-245837 Get It

Abstract Age older than 65 years, hemoglobin level lower than 100 g/L (10 g/dL), white blood cell count greater than 25 × 109/L, peripheral blood blasts 1% or higher, and constitutional symptoms have been shown to predict poor survival in primary myelofibrosis (PMF) at diagnosis. To investigate whether the acquisition of these factors during follow-up predicts survival, we studied 525 PMF patients regularly followed. All 5 variables had a significant impact on survival when analyzed as time-dependent covariates in a multivariate Cox proportional hazard model and were included in 2 separate models, 1 for all patients (Dynamic International Prognostic Scoring System [DIPSS]) and 1 for patients younger than 65 years (age-adjusted DIPSS). Risk factors were assigned score values based on hazard ratios (HRs). Risk categories were low, intermediate-1, intermediate-2, and high in both models. Survival was estimated by the HR. When shifting to the next risk category, the HR was 4.13 for low risk, 4.61 for intermediate-1, and 2.54 for intermediate-2 according to DIPSS; 3.97 for low risk, 2.84 for intermediate-1, and 1.81 for intermediate-2 according to the age-adjusted DIPSS. The novelty of these models is the prognostic assessment of patients with PMF anytime during their clinical course, which may be useful for treatment decision-making.
New prognostic scoring system for primary myelofibrosis based on a study of the International Working Group for Myelofibrosis Research and Treatment
Cervantes, Francisco , Dupriez, Brigitte, Pereira, Arturo , Passamonti, Francesco , Reilly, John T., Morra, Enrica, Demory, Jean‐Loup, Rumi, Elisa , Tefferi, Ayalew , Vannucchi, Alessandro M. , Mesa, Ruben A. , Barosi, Giovanni , Passamonti, Francesco

Blood | November 6, 2008 | Volume: 113 | Issue: 13 | Pages: 2895-2901

10.1182/blood-2008-07-170449 Get It

Abstract Therapeutic decision-making in primary myelofibrosis (PMF) is becoming more challenging because of the increasing use of allogeneic stem cell transplantation and new investigational drugs. To enhance this process by developing a highly discriminative prognostic system, 1054 patients consecutively diagnosed with PMF at 7 centers were studied. Overall median survival was 69 months (95% confidence interval [CI]: 61-76). Multivariate analysis of parameters obtained at disease diagnosis identified age greater than 65 years, presence of constitutional symptoms, hemoglobin level less than 10 g/dL, leukocyte count greater than 25 × 109/L, and circulating blast cells 1% or greater as predictors of shortened survival. Based on the presence of 0 (low risk), 1 (intermediate risk-1), 2 (intermediate risk-2) or greater than or equal to 3 (high risk) of these variables, 4 risk groups with no overlapping in their survival curves were delineated; respective median survivals were 135, 95, 48, and 27 months (P < .001). Compared with prior prognostic models, the new risk stratification system displayed higher predictive accuracy, replicability, and discriminating power. In 409 patients with assessable metaphases, cytogenetic abnormalities were associated with shorter survival, but their independent contribution to prognosis was restricted to patients in the intermediate-risk groups. JAK2V617F did not cluster with a specific risk group or affect survival.