Morphological, fractal, and textural features for the blood cell classification: the case of acute myeloid leukemia

Author(s):  
Marko Dinčić ◽  
Tamara B. Popović ◽  
Milica Kojadinović ◽  
Alexander M. Trbovich ◽  
Andjelija Ž. Ilić
Haematologica ◽  
2011 ◽  
Vol 96 (9) ◽  
pp. 1310-1317 ◽  
Author(s):  
H. J. M. de Jonge ◽  
P. J. M. Valk ◽  
E. S. J. M. de Bont ◽  
J. J. Schuringa ◽  
G. Ossenkoppele ◽  
...  

2013 ◽  
Vol 20 (4) ◽  
pp. 392-402 ◽  
Author(s):  
Vaidehi Agrawal ◽  
Jung Hee Woo ◽  
Gautham Borthakur ◽  
Hagop Kantarjian ◽  
Arthur E. Frankel

Blood ◽  
1998 ◽  
Vol 91 (10) ◽  
pp. 3601-3606 ◽  
Author(s):  
Hannes Wandt ◽  
Markus Frank ◽  
Gerhard Ehninger ◽  
Christiane Schneider ◽  
Norbert Brack ◽  
...  

Abstract In 105 consecutive patients with de novo acute myeloid leukemia (French-American-British M3 excluded), we compared prospectively the risk of bleeding complications, the number of platelet and red blood cell transfusions administered, and the costs of transfusions using two different prophylactic platelet transfusion protocols. Two hundred sixteen cycles of induction or consolidation chemotherapy and 3,843 days of thrombocytopenia less than 25 × 109/L were evaluated. At the start of the study, each of the 17 participating centers decided whether they would use a 10 × 109/L prophylactic platelet transfusion trigger (group A/8 centers) or a 20 × 109/L trigger (group B/9 centers). Bleeding complications (World Health Organization grade 2-4) during treatment cycles were comparable in the two groups: 20 of 110 (18%) in group A and 18 of 106 (17%) in group B (P = .8). Serious bleeding events (grade 3-4) were generally not related to the patient's platelet count but were the consequence of local lesions and plasma coagulation factor deficiencies due to sepsis. Eighty-six percent of the serious bleeding episodes occurred during induction chemotherapy. No patient died of a bleeding complication. There were no significant differences in the number of red blood cell transfusions administered between the two groups, but there were significant differences in the number of platelet transfusions administered per treatment cycle: pooled random donor platelet concentrates averaged 15.4 versus 25.4 (P < .01) and apheresis platelets averaged 3.0 versus 4.8 (P < .05) for group A versus group B, respectively. This resulted in the cost of platelet therapy being one third lower in group A compared with group B without any associated increase in bleeding risk.


Blood ◽  
2004 ◽  
Vol 104 (11) ◽  
pp. 5162-5162
Author(s):  
Ying Pang ◽  
Ying Feng ◽  
Xue Ye ◽  
Hanyun Ren

Abstract Objective To explore the feasibility, long-term hematopoiesis and complication of transplantation with two units of HLA-mismatched unrelated umbilical cord blood in treatment of adult acute myeloid leukemia. Methods A 32 years old, 50kg male with acute myeloid leukemia in complete remission received transplantation with two units of HLA-mismatched unrelated umbilical cord blood.The conditioning regimen were modified(BU/CY)+ATG. The prophylaxis regimen for graft versus-host disease(GVHD) consisted of cyclosporine(CSA) and mycophenolate mofetil(MMF). The umbilical cord blood obtained from two different donors, both with mismatched HLA B/DRB locus from the recipient and mismatched HLA- B locus between the two donors. The umbilical cord blood was preserved in liquid nitrogen, recovered in a 40o C water bath immediately, infused via a catheter from the femoral artery to the arc of aorta, The doses of nucleated cells infusion were 4.4×107/kg (from donor 1) and 2.8×107/kg (from donor 2). Results An absolute neutrophil count of more than 0.5×109/L at day 26,and a platelet count of more than 20×109/L at day 42. Septicemia with MRSA and pseudomomanas occurred at day 9 and day 14 because of agranulocytosis. The infection was controlled by Vancomycin, Tienam and HD-dose Gama immunoglobulin. Neither acute nor chronic GVHD developed in a follow-up period of 90 days. DNA-STR and HLA distinct analysis assay revealed a complete implant of cells from only one donor(donor2). Conclusions 1.No donor with matched HLA bone marrow stem cell was available for the adult patient at the time of his relapse. HLA mismatched umbilical cord blood was obtained from two donors. Although cell counts for transplantation are much lower than the requirement of routine bone marrow transplantation, the speed of blood cell regeneration in the recipient is compatible with routine bone marrow transplantation. 2.Furthermore, Although DNA-STR and HLA analysis indicate complete implant of cells from only one donor, the result indicates transplantation with umbilical cord blood cells obtained from two different donors is promising in the situation where the cell number obtained from one donor is not enough.3.HLA- B/DRB locus was mismatched in the two donors. GVHD did not develop even after tapered off immunosuppresents 3 months post transplantation. No cross rejection observed by clinical presentation and blood cell analysis. The results indicate the incidence of GVHD is low after umbilical cord blood transplantation.


Blood ◽  
2014 ◽  
Vol 124 (21) ◽  
pp. 2346-2346
Author(s):  
Jasmijn de Rooij ◽  
Eva Beuling ◽  
C. Michel Zwaan ◽  
Askar Obulkasim ◽  
André Baruchel ◽  
...  

Abstract IKAROS family zinc finger 1 (IKZF1) is a transcription factor involved in lymphoid differentiation that acts as a tumor suppressor. In B-cell precursor acute lymphoblastic leukemia (BCP-ALL) loss of IKZF1 is found in ~15% of the patients, is associated with the presence of BCR/ABL1 (t(9;22)(q34;q11)) and confers a poor clinical outcome. Recent studies suggest that IKZF1 is also involved in myeloid differentiation. The best indication that loss of IKZF1 may contribute to myeloid leukemogenesis are deletions of the short arm of chromosome 7 associated with myeloproliferative-preceded secondary acute myeloid leukemia (AML) in adults, where the commonly deleted region is mapped to the IKZF1 locus (Jager et al,Leukemia 2010). To investigate whether IKZF1 deletions play a role in pediatric AML we screened a representative well-characterized panel of 258 de novo pediatric AML samples with available gene expression data, obtained from the DCOG (The Hague, the Netherlands), the AML–Berliner-Frankfurt-Münster Study Group (Germany and Czech Republic), the Saint-Louis Hospital (Paris, France) and the Royal Hospital for Sick Children (Glasgow, UK) for deletions of the IKZF1 locus on chromosome 7p12.2 using multiplex ligation-dependent probe amplification (MLPA). Median age of the patients was 9.5 years (range 0.1-18.5 years), median white blood cell count was 46.7x109/L (range 1.2-483x109/L). All major cytogenetic subgroups were included and all patients had received intensive cytarabine-anthracycline based pediatric AML therapy. Of 11 patients with an IKZF1 deletion, 8 cases presented with monosomy 7, and 3 cases showed a focal deletion of IKZF1. These focal deletions included the complete IKZF1 gene (n=2) or exons 1-4 (n=1), leading to a loss of IKZF1 function. Focal deletions were confirmed by high-resolution array comparative genome hybridization (array-CGH). Patients with a focal deletion included a 1.5 year old boy diagnosed with AML with a fusion of MNX1/ETV6 who died from relapse; an 11.3 year old girl diagnosed with AML M5 who remains in continuous complete remission (CCR) after salvage therapy for relapse; and a 2.3 year old boy diagnosed with AML M5 in CCR. IKZF1 deleted cases (n=11) did not differ significantly from the other pediatric AML cases (n=247) with regards to age at diagnosis (median age 9.1 years compared to 9.5 years respectively, p=0.41); gender (females 55% versus 42%, p=0.41); or white blood cell count at diagnosis (median 30.2 x109/L versus 47.5 x109/L, p=0.24). No specific FAB morphology subtypes were related to IKZF1 deletions. IKZF1 deleted samples showed either none or various different additional somatic mutations, most frequently activating the RAS pathway with mutations in NRAS or PTPN11 (n=4,). In BCP-ALL IKZF1 deletions are associated with BCR/ABL1 fusions and to test if this was also true for IKZF1 deletions in AML we screened samples for the BCR/ABL1 fusion and all were negative. The 3-year pOS in IKZF1 deleted patients (n=11) was 70±14% versus 63±3% (p=0.82) in IKZF1 wild-type patients (n=231). The 3-year pEFS was 36±15% versus 46±3%, and the 3-year pCIR was 64±16% versus 36±3% (p=0.87 and p=0.09) respectively. Genes differentially expressed in monosomy 7 cases correlated significantly with gene expression changes in focal IKZF1 deleted cases when comparing significant differences to non-IKZF1-deleted cases (n=247). Genes showing increased expression in IKZF1 deleted samples included those involved in myeloid cell cycling and self-renewal, such as HEMGN, FHL2, FZD6, and SETBP1. In summary, we found focal IKZF1 deletions to be rare but recurrent events in pediatric AML. Gene expression patterns suggest that the loss of IKZF1 may be an important determinant in the biology of pediatric AML with monosomy 7. Disclosures No relevant conflicts of interest to declare.


Blood ◽  
1998 ◽  
Vol 91 (10) ◽  
pp. 3601-3606 ◽  
Author(s):  
Hannes Wandt ◽  
Markus Frank ◽  
Gerhard Ehninger ◽  
Christiane Schneider ◽  
Norbert Brack ◽  
...  

In 105 consecutive patients with de novo acute myeloid leukemia (French-American-British M3 excluded), we compared prospectively the risk of bleeding complications, the number of platelet and red blood cell transfusions administered, and the costs of transfusions using two different prophylactic platelet transfusion protocols. Two hundred sixteen cycles of induction or consolidation chemotherapy and 3,843 days of thrombocytopenia less than 25 × 109/L were evaluated. At the start of the study, each of the 17 participating centers decided whether they would use a 10 × 109/L prophylactic platelet transfusion trigger (group A/8 centers) or a 20 × 109/L trigger (group B/9 centers). Bleeding complications (World Health Organization grade 2-4) during treatment cycles were comparable in the two groups: 20 of 110 (18%) in group A and 18 of 106 (17%) in group B (P = .8). Serious bleeding events (grade 3-4) were generally not related to the patient's platelet count but were the consequence of local lesions and plasma coagulation factor deficiencies due to sepsis. Eighty-six percent of the serious bleeding episodes occurred during induction chemotherapy. No patient died of a bleeding complication. There were no significant differences in the number of red blood cell transfusions administered between the two groups, but there were significant differences in the number of platelet transfusions administered per treatment cycle: pooled random donor platelet concentrates averaged 15.4 versus 25.4 (P < .01) and apheresis platelets averaged 3.0 versus 4.8 (P < .05) for group A versus group B, respectively. This resulted in the cost of platelet therapy being one third lower in group A compared with group B without any associated increase in bleeding risk.


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