EUTOS Score Identifies Cases with Poor Outcome in Patients with Early Chronic Phase Chronic Myeloid Leukemia, Though Not Predictive for Optimal Response to Imatinib

Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 3778-3778 ◽  
Author(s):  
Mario Tiribelli ◽  
Massimiliano Bonifacio ◽  
Elisabetta Calistri ◽  
Gianni Binotto ◽  
Elena Maino ◽  
...  

Abstract Abstract 3778 Introduction. The EUTOS score has recently been developed by the European Leukemia-Net (ELN) to predict the achievement of an 18-month complete cytogenetic response (CCyR) and progression-free survival in imatinib-treated early chronic phase (ECP) chronic myeloid leukemia (CML) patients. The score uses the percentage of basophils and spleen size to divide patients in 2 groups of low- and high-risk. Since its publication in 2011, however, there have been conflicting reports about the efficacy of EUTOS score. Moreover, scanty data are available on the power of this scoring system to foresee optimal response to imatinib, as defined by ELN recommendations. Aims and Methods. To test the power of EUTOS score in predicting achievement of optimal response to imatinib, as defined by ELN, time to imatinib failure (TTF) and progression-free survival (PFS), we evaluated 265 ECP CML patients treated with front-line standard dose imatinib (400 mg daily) at 5 major hematology centres in the north-eastern area of Italy. Partial cytogenetic response (PCyR) and CCyR were defined as 1–35% and 0% Ph+ metaphases, respectively; major molecular response (MMR) was defined as BCR-ABL <0.1%IS. TTF was measured from the start of imatinib to the date of any of the following events: progression to accelerated or blastic phase, death for any cause at any time, imatinib dose increase (≥ 600 mg/day) for primary or secondary hematologic or cytogenetic resistance. PFS was measured from the start of imatinib to the date of progression to accelerated or blastic phase or death for any cause at any time. Survival probabilities were estimated by the Kaplan-Meier method and compared by log rank test; differences among variables were evaluated by the Fisher's exact test or by Student's t-distribution. Results. A total of 265 consecutive patients with ECP CML were included in this study. The median age was 55 years (range 19–84), with 149 males and 116 females. The median follow-up was 61 months (range 6–136). The median time from diagnosis to imatinib therapy was 0.7 months (range 0 – 7.6). The distribution according to the EUTOS score was: 248 patients (93.6%) in the low risk group and 17 patients (6.4%) in the high risk group. The “optimal response” endpoints to imatinib (i.e. PCyR at 6th months, CCyR at 12th months and MMR at 18th months) were higher in low-risk patients, but did not achieve statistical significance. Specifically, the values were as following: PCyR 86% vs 67% (p=0.055), CCyR 80% vs 63% (p=0.117) and MMR 61% vs 36% (p=0.126). Cumulative incidence of CCyR was comparable in the two groups (88%% in low-risk and 80% in high risk), but time to CCyR was shorter in low-risk patients (6 months) compared to the one in high-risk patients (9 months) (p=0.048) [figure 1]. More importantly, EUTOS score was able to predict long term response to therapy. Indeed, 59% of patients in the high-risk group experienced imatinib failure, compared to 30% in the low-risk group (p=0.027). Moreover also TTF was significant shorter in the high-risk group [figure 2]. Fifty-three patients in the low-risk group (21%) were switched to 2nd-generation TKIs (29 dasatinib, 22 nilotinib, 1 bosutinib, 1 ponatinib), compared to six (35%) in the high-risk group (4 dasatinib, 2 nilotinib). Also PFS rate was significantly worse in patients with high EUTOS score, with 11/248 events (4%) in the low-risk group and 4/17 (23%) in the high-risk cases (p=0.01) [figure 3]. Conclusions. In our study group, the EUTOS score was predictive for long-term outcome of imatinib therapy, both in terms of treatment failure and of progression-free survival. Taking into consideration the ELN definitions of optimal response, there was a trend toward better cytogenetic and molecular response in low-risk patients; the lack of statistical significance could be due to the relatively small number of high-risk cases. Disclosures: No relevant conflicts of interest to declare.

Blood ◽  
2010 ◽  
Vol 116 (21) ◽  
pp. 3128-3128 ◽  
Author(s):  
María José Terol ◽  
Ana Isabel Teruel ◽  
Paula Amat ◽  
Danella Elaluf ◽  
Mar Tormo ◽  
...  

Abstract Abstract 3128 Background: follicular lymphoma is an incurable, long-lasting disease with an heterogeneous outcome. Several prognostic systems have been proposed, and recently a new one, the FLIPI2 score based on five parameters has been published. However, in order to confirm its prognostic utility, further studies at other centers are highly recommendable. Aim: to validate the new FLIPI2 score in independent series of follicular lymphoma patients diagnosed at our institution between February 1990 and July 2010. Patients and methods. We considered 180 patients consecutively diagnosed with follicular diagnosis in the period described and from whom all variables required were available. The variables included were: beta2microglobulin higher than the upper normal value, longest diameter of the largest involved node longer than 6 cm, bone marrow infiltration, hemoglobin level lower than 120 g/L and age older than 60 years (one point if present). Three risk groups were identified: low risk (0 points), intermediate risk (1 -2) and high risk (3 or more) Progression-free survival was measured from date of treatment until date of progression or death from any cause. Continuous variables were summarized as median and range, categorical variables reported as counts, and PFS and OS carried out using the Kaplan-Meier method and curves compared by the log-rank test. Results: median age was 55 years (range, 24 to 77), male sex 92 (51%), Ann Arbor Stage I-II: 32(18%), III-IV: 143 (82%), age > 60 y 70 (39%), Hb < 120 g/L 38 (21%), β2microglobulin > UNV: 45 (25%), LDH > UNV: 34 (19%), bone marrow infiltration 82 (48%), longer diameter of the largest involved node > 6 cm 64 (36%). 47 patients (26%) received rituximab-containing regimens and 124 received conventional chemotherapy regimens (pre-rituximab era). Median follow-up of the series was 66.9 months (range,1.3-221). Using the FLIPI score (n=162) 58 patients (36%) were in the low risk group, 54 (33%) were in the intermediate group and 50 (31%) in the high risk group. Using the FLIPI2 (n=180) 36 patients (20%) were in the low risk group, 103 (57%) in the intermediate group and 41 (23%) in the high risk group. According to FLIPI 5y- PFS rate was 79% for the low risk group, 63% for the intermediate group and 32% for the high risk group, p < 0.001. According to FLIPI2 score, 5y-PFS rate was 82% for the low risk, 54% for the intermediate and 43% for the high risk groups, p=0.017. Concerning OS, applying the FLIPI, 5y-OS rate for the low, intermediate and high risk groups were 94%m 84% and 64%, respectively, p=0.003. Using the FLIPI2, 5y-OS for the low, intermediate and high risk groups were 96%, 80% and 67% respectively, p=0.006. Conclusions: in our experience the FLIPI2 score is a reproducible prognostic index in patients with follicular lymphoma although the FLIPI score seems to discriminate better between groups than the FLIPI2 score. Disclosures: No relevant conflicts of interest to declare.


Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 3758-3758 ◽  
Author(s):  
Hein Than ◽  
Lingyee Kuan ◽  
Chiu Hong Seow ◽  
Wenyun Li ◽  
John C Allen ◽  
...  

Abstract Abstract 3758 Background: The EUTOS score has been proposed by the European LeukemiaNet (ELN) as a new scoring system which is predictive for 18-month (mth) complete cytogenetic response (CCyR) and 5-year (yr) progression-free survival (PFS) in chronic phase (CP) chronic myeloid leukemia (CML) patients treated with first-line imatinib (IM) (Hasford et al, Blood 2011). The score is calculated using spleen size and basophil percentage and divides patients into low risk and high risk groups. However the EUTOS score was not validated in two studies, one which determined 8-yr overall survival (OS), PFS, CCyR and major molecular remission (MMR) (Marin et al, J Clin Oncol 2011); and in another which analysed 3-yr event-free survival, transformation-free survival and OS and overall CCyR and MMR (Kantarjian H et al, Blood 2012). Recent reports have suggested that Asian CML patients may have clinical and genetic differences compared to Causcasians, e.g. younger median age at presentation (Au et al, Int J Hem 2009) and genetic polymorphism leading to IM resistance (Pan et al, Nat Med 2012). Although a different disease, splenomegaly was also reported to be less frequent in Chinese patients with myelofibrosis (Xiao et al, Blood 2012). Given these differences, we sought to determine if the EUTOS score was predictive for clinical outcome and survival in Asian CP-CML patients treated with IM. Methods: A retrospective analysis was undertaken of CP-CML patients followed up in our institution from 2000–2012. All patients were treated with IM 400 mg within one year of diagnosis. The rates of 6-mth major cytogenetic response (MCyR), 12-mth CCyR, 18-mth CCyR, 12-mth MMR and 18-mth MMR were evaluated. MMR was defined as BCR-ABL transcript levels ≤ 0.1% by the International Scale. The probability of OS, PFS and failure-free survival (FFS) at 5 and 8 years was also determined. Progression was defined as transformation to accelerated or blast phase (AP/BP) or death from any reason. Failure was defined according to the 2009 ELN criteria or as an increase in dose of IM, change of therapy, transformation to AP/BP or death. Results: A total of 139 patients were included in the analysis. The median age at presentation of CML was 45 yrs (range 16–88) with 64% Chinese, 17% Malays and 8% Indians. There was 69% in the low risk EUTOS group. Cytogenetic responses were significantly better in the low risk group compared to the high risk group with 6-mth MCyR rates of 82% vs 48% (p<0.001), 12-mth CCyR rates of 68% vs 39% (p=0.008) and 18-mth CCyR rates of 73% vs 36% (p=0.003). MMR rates were also higher in the low risk group at 12 mth (42% vs 14%, p=0.026) and at 18 mth (56% vs 21%, p=0.009). The probability of PFS was significantly higher in the low risk group compared to the high risk group at 5 yrs (93% vs 83%, p=0.032) and at 8 yrs (92% vs 70%, p=0.032). The low risk group also had a significantly higher FFS at 5 yrs (64% vs 20%, p<0.001) and at 8 yrs (61% vs 20%, p<0.001). (Figure 1) There was a trend towards a better overall survival in the low risk group at 5 and 8 yrs but this did not reach statistical significance (95% vs 92% and 94% vs 83% respectively, p=0.084). Conclusion: Our analysis confirms that the EUTOS score is a valid tool in predicting 18-mth CCyR and 5-yr PFS in Asian patients with early CP-CML treated with IM. In addition, we have shown that the EUTOS score was highly predictive for cytogenetic and molecular responses at earlier time points and long-term PFS and FFS. Disclosures: Chuah: Novartis, Bristol Myers-Squibb: Honoraria.


2014 ◽  
Vol 32 (4_suppl) ◽  
pp. 331-331
Author(s):  
Satoru Muto ◽  
Takeshi Ieda ◽  
Syou-ichiro Sugiura ◽  
Akiko Nakajima ◽  
Akira Horiuchi ◽  
...  

331 Background: To predict recurrence and progression of non-muscle invasive bladder cancer (NMIBC), EORTC risk tables are widely used worldwide. EORTC risk tables were, however, developed on the basis of individual data from 2,596 NMIBC patients included in seven special European Organization for Research and Treatment of Cancer trials. Therefore, it is not clear the efficacy of these risk tables in clinical practice, especially in Japan. I will report the recurrence and progression rate on the basis of EORTC risk tables in Japanese NMIBC patients. Methods: A retrospective analysis of 619 patients with NMIBC treated between January 1998 and 2012 was performed. Patients were divided into three groups on the basis of EORTC risk tables. We compared recurrence- and progression-free survival rates between groups. Recurrence- and progression-free survival was estimated using the Kaplan-Meier method. Results: We evaluated the clinical outcome of 1,032 TUR-Bt. The recurrence rate is 32.3% in low risk group (n=31), 44.5% in intermediate risk group (n=757), and 49.4% in high risk group (n=85). The median recurrence free survival time is 87 months in low risk group, 35 months in intermediate risk group, and 25 months in high risk group. Although there are significant differences in recurrence free survival time between low risk group and intermediate risk group (p=0.0351), there are no significant differences between intermediate risk group and high risk group (p=0.1871). On the other hand, the progression rate is 1.6% in low risk group (n=128), 5.8% in intermediate risk group (n=451), and 18.0% in high risk group (n=294). The median progression free survival time is 176 months in low risk group, 131 months in intermediate risk group, and 109 months in high risk group. There are significant differences in progression free survival time between low risk group and intermediate risk group (p=0.0138), and between intermediate risk group and high risk group (p=<0.0001). Conclusions: There is an urgent need to establish the standard of recurrence risk classification in Japan.


Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 3759-3759 ◽  
Author(s):  
Verena S Hoffmann ◽  
Jiri Mayer ◽  
Anna G. Turkina ◽  
Andrzej Hellmann ◽  
Karel Indrak ◽  
...  

Abstract Abstract 3759 Data of 2060 patients from the in-study registry of the European Outcome and Treatment Study (EUTOS) for CML were used to develop and validate the EUTOS score [1]. All these patients were included in prospective controlled clinical trials. The EUTOS score aims to support clinical decision making within the first 18 months after initiation of treatment with imatinib. Patients who did not achieve complete cytogenetic remission (CCyR) within 18 months had a lower probability of achieving CCyR in the further course of therapy and were more likely to suffer from progressive disease. The EUTOS score is calculated by multiplying the percentage of basophiles by seven and the spleen size measured in centimeters below costal margin by four and adding both values. Both parameters have to be assessed before any therapy is started. If the resulting value is higher than 87 the patient is at high risk of not being in CCyR after 18 months of therapy, otherwise he is a low risk patient. In the In-study data the EUTOS score showed a sensitivity of 21%, a specificity of 92% and a positive predictive value of 34%. So every third patient in the high risk group eventually did not achieve CCyR. As the development and validation of the EUTOS score used patient data from prospective clinical studies we now wanted to assess the score's performance on CML-patients in routine health care. The EUTOS Out-Study registry provides data of 1547 patients from Spain, Poland, Czech Republic, Romania, Slovakia, and Russia. Information on the EUTOS score and the status of CCyR at 18 months (+/− 3 months) was available for 316 patients. The patients in the In-study registry were slightly older than in the Out-study registry (median (range): 52 years (18–83) vs 48 years (18–85)) and more men were involved (61% vs 52%). The Out-study data support the timeline of 18 months as patients without CCyR at 18 months progress more often than patients with CCyR (progression free survival after 36 months 99.2% vs 90.8%, p<0.0001). As 316 of 1547 datasets might lead to a selection bias we compared the characteristics of both groups but medians of age, spleen size, platelets, percentage of blast cells, percentage of eosinophils, white blood cell count, hemoglobin and percentage of basophils were almost equal. So no selection bias is evident. In the Out-study data the EUTOS score reached a sensitivity of 16%, a specificity of 90%, and a positive predictive value of 41%. These results were similar to the results of the In-study data and confirmed that the score defines a small high risk group with a high probability of not reaching CCyR. The cumulative incidence curve showed that high risk patients achieve CCyR significantly later and less often than low risk patients (Median 34.0 months vs 20.4 months, 32.6% vs 43.4% after 18 months of therapy, p<0.0001). In addition high risk patients have a significantly higher risk of progression (progression free survival after 5 years: 88.8% vs 80.7%, p=0.0235, median observation time 66 months) and death (overall survival after five years 89.9% vs 82.0%, p=0.0103, median observation time 66 months). The results show that the EUTOS score is also valid in Out-study patients and is able to identify patients with a significantly higher risk of not achieving CCyR and of progression, after 18 months of therapy. As the score is easy to calculate with only two variables needed that are routinely measured it is a simple way to alert physicians to the need for closer monitoring of the patient. Disclosures: Hoffmann: Novartis Pharma: Research Funding. Turkina:Bristol Myers Squibb: Membership on an entity's Board of Directors or advisory committees, Research Funding, Speakers Bureau; Novartis Pharma: Membership on an entity's Board of Directors or advisory committees, Research Funding, Speakers Bureau. Baccarani:Bristol Myers Squibb: Honoraria; Novartis Pharma: Research Funding.


Blood ◽  
2013 ◽  
Vol 122 (21) ◽  
pp. 4024-4024
Author(s):  
Mario Tiribelli ◽  
Massimiliano Bonifacio ◽  
Gianni Binotto ◽  
Elisabetta Calistri ◽  
Elena Maino ◽  
...  

Abstract Introduction One of the most significant novelty of the revised version of the European LeukemiaNet (ELN) recommendations for the management of chronic myeloid leukemia (CML) patients is that an earlier achievement of complete cytogenetic response (CCyR), at 6 months, and major molecular response (MMR), at 12 months, is regarded as optimal. Moreover, the prognostic value of the depth of molecular response at three months (i.e. BCR-ABL/ABL ratio ≤10%) is recognized. We have previously reported that EUTOS score is able to predict long term outcome of imatinib therapy, and that high-risk patients had a non-statistically significant lower probability to achieve all the cytogenetic and molecular endpoints defined as optimal by 2009 ELN recommendations. Aims and Methods We retrospectively evaluated our cohort of CML patients treated with front-line standard dose imatinib to test the ability of EUTOS and Sokal scores to foresee 2013 ELN-defined optimal response to therapy. A total of 314 consecutive patients treated with imatinib 400 mg daily for early chronic phase CML were analysed. Median age at diagnosis was 57 years (range: 19-85 years). According to the Sokal score there were 133 (42%) low risk, 127 (40%) intermediate risk, 52 (17%) high risk and 2 (1%) unknown risk cases, respectively. The distribution according to the EUTOS score was: 289 patients (92%) in the low-risk and 25 (8%) in the high-risk group. Partial cytogenetic response (PCyR) and CCyR were defined as 1-35% and 0% Ph+ metaphases, respectively; major molecular response (MMR) was defined as BCR-ABL <0.1%IS. For the purposes of this analysis, and as suggested by the ELN experts, we divided patients into low and high risk also according to Sokal score, thus considering low and intermediate risk as one group. Results Considering EUTOS score, at the 3 months timepoint we observed a significant higher rate of optimal molecular response (≤10%) in low risk (76%) compared to high risk (52%, p=0.03) patients, while there was a only trend for cytogenetic response (Ph+ ≤35%) (86% vs 75%, p=0.20). At 6 months, both cytogenetic (CCyR) and molecular (≤1%) optimal responses were higher in the low risk group: 76% vs 46% (p=0.003) and 67% vs 33% (p=0.004), respectively. At 12 months, 58% of low risk patients were in MMR, compared to 41% in the high risk group (p=0.20). Dividing patients according to Sokal score in two groups of intermediate-low (n=260) and high (n=52) risk, we found a significant difference in the rates of cytogenetic response both at 3 (88% vs 72%, p=0.03) and at 6 (79% vs 48%, p=0.0001) months, while no significant differences were seen in molecular response at 3 (76% vs 62% p=0.13), 6 (67% vs 50%, p=0.08) or 12 (56% vs 55%, p=1.00) months. Conclusions Our results suggest that EUTOS score is able to predict optimal response to imatinib, in particular achievement of molecular response at 3 months, a marker of emerging importance in foreseeing long-term outcome, and of CCyR at 6 months, that has been associated with superior progression-free and overall survival. Sokal score predict sensibly cytogenetic responses, but seems less efficacious in identifying patients that will achieve optimal molecular endpoints. Disclosures: No relevant conflicts of interest to declare.


Blood ◽  
2013 ◽  
Vol 122 (21) ◽  
pp. 4037-4037
Author(s):  
Raihane Ben Lakhal ◽  
Hela Ghedira ◽  
Hatem Bellaaj ◽  
Yosra Ben Youssef ◽  
Samia Menif ◽  
...  

Abstract Background The introduction of the first targeted tyrosine kinase inhibitor (TKI), imatinib mesylate (IM) revolutionized the therapeutic paradigm and dramatically improved outcomes of chronic myeloid leukemia(CML). Data are limited in developing countries regarding the clinicopathologic features and response to therapy in the era of IM. Aims To report on the clinicoepidemiologic features of CML in Tunisia, to evaluate the long-term outcome of patients in chronic (CP) or accelerated phase (AP) treated with IM 400mg daily as frontline therapy and to determine imatinib’s efficacy and safety. Methods From October 2002 to December 2011, two hundred and ninety two CML patients were treated with IM in 6 Tunisian departments of hematology. Monitoring response was defined as the ELN provided guidelines. Response (Hematologic, cytogenetic and molecular responses), adverse events and outcome (overall survival, event free survival and progression free survival) were evaluated. The factors associated with outcome of IM therapy were also analyzed. Results Two hundred ninety-two patients enrolled with a median follow-up duration of 56 (8 -290) months: The median age was 44 years (3-78 years). One hundred and fifty (51.3%) patients were male, 134 (49%) were asymptomatic at diagnosis. Splenomegaly was present in 237 of 292 (81%). Additional cytogenetic abnormalities were encountred in 24 (8.3%) patients. At diagnosis, 271 (92.8%) patients were in CP, 21 (7.2%) were in AP. The Sokal risk was low in 64 (23%), intermediate in 94 (33.5%), and high in 122 patients (43.5%). The Eutos risk was low in 179 (75%), and high in 60 (25%) patients.The rate of cumulative complete hematologic response (CHR), complete cytogenetic response (CCyR), major molecular response (MMR) and molecular response 4/5 log (CMR) in CP/AP CML patients were 93.8%, 73%, 65% and 33.9%, respectively. According to the 2009 ELN criteria, optimal, suboptimal response and failure were noted in 132 (47%), 68 (24%) and 82 (29%) patients, respectively. Five year event free survival (EFS), progression free survival (PFS) and overall survival (OS) were 78%, 89% and 91%, respectively. By multivariate analyzis, AP, high Eutos risk and baseline WBC ≥ 150G/l remained independent predictive factors of non optimal response to IM. AP was an adverse independent prognostic factor for EFS, PFS and OS. Patients obtained CCyR at 12 months after the initiation of IM treatment were associated with longer PFS (P< 0.0001) and OS (P< 0.0001). ELN response was also significantly associated with EFS. The adverse events (AE) of IM were moderate and tolerable. Only 3 patients discontinued IM for intolerance. IM-related hematologic AE included neutropenia in 6.2%, anemia in 8.9%, and thrombocytopenia in 17.2%. Nonhematologic AE (21%), including mainly edema in 7.1%, digestive disorders in 5.5%, weight gain and skin rash in 3.1%. Conclusion We found that substantial number of patients in our series were in intermediate or high risk group. With the caveats that the monitoring of the disease was not optimal, response rates were similar to those reported in previous studies. It is clear to us that improvements should be made in treatment of AP-CML and high Sokal risk group of CP-CML. The front-line use of 2nd TKI are expected to improve the results of the first line treatment of these high risk Tunisian patients, but cost and accessibility of this therapy remain the problems in developing countries. Disclosures: No relevant conflicts of interest to declare.


Author(s):  
Yan Fan ◽  
Hong Shen ◽  
Brandon Stacey ◽  
David Zhao ◽  
Robert J. Applegate ◽  
...  

AbstractThe purpose of this study was to explore the utility of echocardiography and the EuroSCORE II in stratifying patients with low-gradient severe aortic stenosis (LG SAS) and preserved left ventricular ejection fraction (LVEF ≥ 50%) with or without aortic valve intervention (AVI). The study included 323 patients with LG SAS (aortic valve area ≤ 1.0 cm2 and mean pressure gradient < 40 mmHg). Patients were divided into two groups: a high-risk group (EuroSCORE II ≥ 4%, n = 115) and a low-risk group (EuroSCORE II < 4%, n = 208). Echocardiographic and clinical characteristics were analyzed. All-cause mortality was used as a clinical outcome during mean follow-up of 2 ± 1.3 years. Two-year cumulative survival was significantly lower in the high-risk group than the low-risk patients (62.3% vs. 81.7%, p = 0.001). AVI tended to reduce mortality in the high-risk patients (70% vs. 59%; p = 0.065). It did not significantly reduce mortality in the low-risk patients (82.8% with AVI vs. 81.2%, p = 0.68). Multivariable analysis identified heart failure, renal dysfunction and stroke volume index (SVi) as independent predictors for mortality. The study suggested that individualization of AVI based on risk stratification could be considered in a patient with LG SAS and preserved LVEF.


2021 ◽  
Vol 22 (3) ◽  
pp. 1075
Author(s):  
Luca Bedon ◽  
Michele Dal Bo ◽  
Monica Mossenta ◽  
Davide Busato ◽  
Giuseppe Toffoli ◽  
...  

Although extensive advancements have been made in treatment against hepatocellular carcinoma (HCC), the prognosis of HCC patients remains unsatisfied. It is now clearly established that extensive epigenetic changes act as a driver in human tumors. This study exploits HCC epigenetic deregulation to define a novel prognostic model for monitoring the progression of HCC. We analyzed the genome-wide DNA methylation profile of 374 primary tumor specimens using the Illumina 450 K array data from The Cancer Genome Atlas. We initially used a novel combination of Machine Learning algorithms (Recursive Features Selection, Boruta) to capture early tumor progression features. The subsets of probes obtained were used to train and validate Random Forest models to predict a Progression Free Survival greater or less than 6 months. The model based on 34 epigenetic probes showed the best performance, scoring 0.80 accuracy and 0.51 Matthews Correlation Coefficient on testset. Then, we generated and validated a progression signature based on 4 methylation probes capable of stratifying HCC patients at high and low risk of progression. Survival analysis showed that high risk patients are characterized by a poorer progression free survival compared to low risk patients. Moreover, decision curve analysis confirmed the strength of this predictive tool over conventional clinical parameters. Functional enrichment analysis highlighted that high risk patients differentiated themselves by the upregulation of proliferative pathways. Ultimately, we propose the oncogenic MCM2 gene as a methylation-driven gene of which the representative epigenetic markers could serve both as predictive and prognostic markers. Briefly, our work provides several potential HCC progression epigenetic biomarkers as well as a new signature that may enhance patients surveillance and advances in personalized treatment.


2018 ◽  
Vol 9 (1_suppl) ◽  
pp. 5-12 ◽  
Author(s):  
Dominique N van Dongen ◽  
Rudolf T Tolsma ◽  
Marion J Fokkert ◽  
Erik A Badings ◽  
Aize van der Sluis ◽  
...  

Background: Pre-hospital risk stratification of non-ST-elevation acute coronary syndrome (NSTE-ACS) by the complete HEART score has not yet been assessed. We investigated whether pre-hospital risk stratification of patients with suspected NSTE-ACS using the HEART score is accurate in predicting major adverse cardiac events (MACE). Methods: This is a prospective observational study, including 700 patients with suspected NSTE-ACS. Risk stratification was performed by ambulance paramedics, using the HEART score; low risk was defined as HEART score ⩽ 3. Primary endpoint was occurrence of MACE within 45 days after inclusion. Secondary endpoint was myocardial infarction or death. Results: A total of 172 patients (24.6%) were stratified as low risk and 528 patients (75.4%) as intermediate to high risk. Mean age was 53.9 years in the low risk group and 66.7 years in the intermediate to high risk group ( p<0.001), 50% were male in the low risk group versus 60% in the intermediate to high risk group ( p=0.026). MACE occurred in five patients in the low risk group (2.9%) and in 111 (21.0%) patients at intermediate or high risk ( p<0.001). There were no deaths in the low risk group and the occurrence of acute myocardial infarction in this group was 1.2%. In the high risk group six patients died (1.1%) and 76 patients had myocardial infarction (14.4%). Conclusions: In suspected NSTE-ACS, pre-hospital risk stratification by ambulance paramedics, including troponin measurement, is accurate in differentiating between low and intermediate to high risk. Future studies should investigate whether transportation of low risk patients to a hospital can be avoided, and whether high risk patients benefit from immediate transfer to a hospital with early coronary angiography possibilities.


2020 ◽  
Vol 12 (2) ◽  
Author(s):  
Widowati W ◽  
Akbar SH ◽  
Tin MH

Introduction: Enamel demineralization is associated with decrease in saliva pH due to fermentation of sugar by oral commensal. Thus, exploring the changing pattern of saliva pH is meaningful in dental caries prevention. The aim of this study was to compare the changing pattern of saliva pH after consuming different types of sweeteners (sucrose and maltitol). Methods: It was a case-control study involving 14 male patients attending IIUM dental clinic who were selected with the intention of getting seven patients with high caries risk ( DMFT ≥6) and seven patients with low caries risk (DMFT ≤3) with initial saliva pH interval of 6.5 to7.5. Patients were asked to consume snacks containing 8 gram sucrose and 8 gram maltitol as sweeteners. The changing pH values of the saliva were measured by Waterproof pHTestr 10BNC (Oakton, Vernon Hills, USA) seven times consecutively at 0 (before snack consumption), and at 5, 10, 15, 20, 30 and 60 minutes after snack consumption. The pH values of saliva of patients with low and high caries risk after consuming sucrose and maltitol were statistically analized by using Anova and Tukey-HSD tests at α = 0.05. Result: There were significant differences in saliva pH changes between low-risk group and high-risk group after consuming sucrose and maltitol. Conclusion: The changing patterns of saliva pH in high-risk patients were lower than those of low-risk patients after consuming two types of snacks containing sucrose and maltitol.


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