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  • 1
    In: Cancer Medicine, Wiley, Vol. 8, No. 11 ( 2019-09), p. 5058-5067
    Abstract: Although allogeneic hematopoietic stem cell transplantation (allo‐HSCT) is a curative therapy for high‐risk acute leukemia (AL), some patients still relapse. Since patients simultaneously have many prognostic factors, difficulties are associated with the construction of a patient‐based prediction algorithm of relapse. The alternating decision tree (ADTree) is a successful classification method that combines decision trees with the predictive accuracy of boosting. It is a component of machine learning (ML) and has the capacity to simultaneously analyze multiple factors. Using ADTree, we attempted to construct a prediction model of leukemia relapse within 1 year of transplantation. With the model of training data (n = 148), prediction accuracy, the AUC of ROC, and the κ‐statistic value were 78.4%, 0.746, and 0.508, respectively. The false positive rate (FPR) of the relapse prediction was as low as 0.134. In an evaluation of the model with validation data (n = 69), prediction accuracy, AUC, and FPR of the relapse prediction were similar at 71.0%, 0.667, and 0.216, respectively. These results suggest that the model is generalized and highly accurate. Furthermore, the output of ADTree may visualize the branch point of treatment. For example, the selection of donor types resulted in different relapse predictions. Therefore, clinicians may change treatment options by referring to the model, thereby improving outcomes. The present results indicate that ML, such as ADTree, will contribute to the decision‐making process in the diversified allo‐HSCT field and be useful for preventing the relapse of leukemia.
    Type of Medium: Online Resource
    ISSN: 2045-7634 , 2045-7634
    URL: Issue
    Language: English
    Publisher: Wiley
    Publication Date: 2019
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  • 2
    In: Leukemia Research, Elsevier BV, Vol. 70 ( 2018-07), p. 41-44
    Type of Medium: Online Resource
    ISSN: 0145-2126
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2018
    detail.hit.zdb_id: 2008028-1
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  • 3
    In: Experimental Hematology, Elsevier BV, Vol. 96 ( 2021-04), p. 52-62.e5
    Type of Medium: Online Resource
    ISSN: 0301-472X
    RVK:
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2021
    detail.hit.zdb_id: 2005403-8
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  • 4
    In: Blood, American Society of Hematology, Vol. 136, No. Supplement 1 ( 2020-11-5), p. 25-26
    Abstract: Introduction: Severe acute graft versus host disease (GVHD) represents a major risk associated with allogeneic hematopoietic cell transplantation (HSCT). Both acute and progressive GVHD following HSCT are in large part attributable to responses of donor T cells to host allo-antigens. Alloreactive T cell activation can be modulated by signals from the tissue microenvironment (TME). Glycosaminoglycans (GAGs) in the TME or modifying T cell surface proteoglycans are known to regulate T cell function. However, the roles of GAGs in acute GVHD following allogeneic HSCT remain to be elucidated, since a suitable murine model has not been available. We previously established a unique mouse model (T1KO), in which knockout of the chondroitin sulfate (CS) N-acetylgalactosaminyltransferase-1 (T1) gene - encoding the rate-limiting CS-synthesizing enzyme - decreases CS production. We also reported a role for CS in murine hematopoietic stem cells. In the present study, we focus on donor T cell CS levels to assess the role of T cell CS in acute GVHD following allogeneic HSCT. We were able to mitigate the clinical features of GVHD in a murine model using T1KO donors. Methods: Eight- to 12-week-old T1KO mice were generated from a C57BL/6N (WT) strain as donors (H-2b) for allogeneic bone marrow transplantation (BMT). Donor BM cells were then transplanted into eight- to 12-week-old BALB/c recipients (H-2d). Prior to transplantation, recipients were irradiated at a dose of 7 Gy. They then received 5 x 106 BM cells and splenocytes of identical genotype, as well as low (5 x 105), intermediate (1 x 106), or high (4 x 106) doses of CD90.2+ cells from either WT or T1KO donors. For five weeks following BMT, survival was monitored daily and clinical GVHD scores (incorporating body weight, activity, fur condition, alopecia, and tortoiseshell-like mucosae) were calculated three times per week. Results: The peripheral blood CD4+/CD8+ T cell ratio of T1KO mice was equivalent to that of WT mice. Following allogeneic BMT, histopathologic analysis confirmed onset of acute recipient GVHD on day 49 when donors were WT mice. As a result, significant lymphocyte infiltration was observed in target organs (liver, colon, and skin). High-dose transplantation of splenocytes from T1KO rather than WT mice significantly prolonged recipient median survival (27.0 versus 20.5 days, p = 0.02). A similar trend was observed for low- and intermediate-dose transplantation (low: 53.0 versus 29.0 days, p = 0.09; intermediate: 50.5 versus 30.5 days, p = 0.13. Similarly, a significant improvement in day 11 GVHD score was observed following high-dose splenocyte transplantation when donors were T1KO mice (mean scores: 1.00 versus 2.75, p & lt; 0.01). However, no significant differences in GVHD score were observed following low- and intermediate-dose transplantation. Taken together, our results suggest that donor T cells producing lower CS levels alleviate acute GVHD following allogeneic HSCT in a murine model. Conclusion: Alloreactive T cell activation following allogeneic HSCT may be down-regulated by lower CS levels, thereby mitigating GVHD severity. Figure 1 Disclosures No relevant conflicts of interest to declare.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
    RVK:
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2020
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  • 5
    In: Blood, American Society of Hematology, Vol. 128, No. 22 ( 2016-12-02), p. 2297-2297
    Abstract: Background: For patients with chemotherapy refractory acute leukemia (refractory AL), allogeneic hematopoietic stem cell transplantation (allo HSCT) is the only treatment that has curative potential. However, the long term overall survival (OS) of patients with refractory AL who received allo HSCT was reported to be less than 25% from CIBMTR. In contrast, the OS of patients who received allo HSCT on complete remission (CR) was reported to be approximately 60%. Although some refractory AL patients can achieve CR and survive for a long time, their characteristics remain to be elucidated. These are required in order for efficient use of transplant resources to find the subpopulation of refractory AL patients who can receive larger benefits from allo HSCT. Objectives: The purpose of this study was to find the predictive factors of favorable prognosis among patients with refractory AL prior to allo HSCT. Patients and Methods: Fifty refractory AL patients (AML n=40, ALL n=10), who underwent allo HSCT between January 2000 and January 2016 at Niigata University Hospital and Nagaoka Red Cross Hospital, were analyzed retrospectively. The median age of the patients at the time of allo HSCT was 38 years (range: 18-64), and the median follow up period was 8.3 months (range: 0.5-144.6). All patients were evaluated with bone marrow (BM) aspiration within one month prior to allo-HSCT. Thirty-two patients received myeloablative conditioning and 18 patients received reduced-intensity conditioning. Donor sources were siblings (n=12), unrelated (n=16), haploidentical (n=12) or cord blood (n=10). According to the NCCN guidelines of cytogenetic risk status, AML patients were classified as low risk (n=2), intermediate risk (n=22) or high risk (n=16). ALL patients were classified as standard risk (n=7), high risk (n=2) or unknown (n=1). Relapse free survival (RFS) and OS were estimated by the Kaplan-Meier method. Multivariate Cox regression was used to identify the independent prognostic factors. Results: The median blast percentage in BM before allo HSCT was 18.0% (range: 0.8-93.6%). Non-relapse mortality was 18.0%. The 1y-RFS and OS were 32.2% and 45.8%. The 5y-RFS and OS were 25.3% and 25.7%, respectively. First, to predict relapse based on the optimal threshold value of blast percentage in BM, we calculated receiver operating characteristics (ROC) analysis and the largest areas under the curve (AUC). ROC analysis for blast percentage in BM and relapse revealed that ≤32% was the optimal threshold value (AUC 0.677) to predict relapse. Univariate analysis revealed that patients with HCT-CI ≦2 (p 〈 0.01) and BM blast ≤32% (p=0.019) had significantly better RFS. In addition, HCT-CI ≦2 (p=0.035), BM blast ≤32% (p 〈 0.01) and primary diagnosis (AML) (p 〈 0.01) were also correlated with better OS. On the other hand, age, graft type, primary refractory AL or not, conditioning regimen and cytogenetic risk group had no influence on RFS and OS. To investigate the correlation between multiple factors and the outcome, we scored the patients according to these three favorable factors (AML, HCT-CI≦2 and BM blast ≤32%), and stratified them into 3 groups as follows; score=3 (n=23), score=2 (n=20) and score=0-1 (n=7). The patients with score=3 exhibited better 1y-RFS compared with the other groups (p 〈 0.001, 54.8%, vs. 6.9% (score=2) and 14.3% (score=0-1)). The 1y-OS and 5y-OS of patients with score=3 were also significantly better than patients with score=2 (68.5% and 52.3% vs 28.9% and 0%) or score=0-1 (14.3% and 0%), respectively (p 〈 0.0001). The hazard ratio (HR) for RFS of patients with score=2 and score=0-1 were 5.02 (p 〈 0.001) and 3.47 (p=0.013). The HR for the OS of patients with score=2 and score=0-1 were 5.12 (p 〈 0.001) and 6.54 (p 〈 0.001), respectively. On multivariate analysis adjusted by age, cytogenetic risk, primary refractory or not, donor source and conditioning regimen, score=3 was an independent favorable prognosis factor for RFS (HR 0.17 (p 〈 0.001)) and OS (HR 0.12 (p 〈 0.00001)). Conclusions: We found three favorable prognostic factors (AML, HCT-CI≦2 and BM blast ≤32%) in this study. Refractory AL patients with all three factors may receive larger benefits from allo-HSCT and the 5y-OS may be comparable to allo HSCT with CR. Disclosures No relevant conflicts of interest to declare.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
    RVK:
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2016
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  • 6
    In: Blood, American Society of Hematology, Vol. 132, No. Supplement 1 ( 2018-11-29), p. 5260-5260
    Abstract: [Background] Chromosome analysis is indispensable for the diagnosis and risk classification of acute myeloid leukemia (AML). A marker chromosome (MC) is a fragmented chromosome that cannot be identified as originating from an existing autosomal or sex chromosome. Although often observed, the significance of MC in hematological malignancies is unknown. Recently, MC was found to be the result of chromothripsis (CT). CT is a catastrophic phenomenon by which chromosomes are shattered into tens to hundreds of fragments. Half of all CT cases are related to TP53 mutation. In addition to MC, complex karyotype (CK), monosomal karyotype (MK) and existing sub-clone (SC) have also been noted as the result of CT. Previous studies reported that MC was a poor prognostic factor in AML. These studies included AML patients who underwent allogeneic hematopoietic cell transplantation (allo-HCT). However, the influence of MC on AML after allo-HCT was not clarified. [Purpose] In this study, we evaluated the impact of MC on the outcome of AML patients after allo-HCT. [Method] This retrospective analysis included 166 AML patients who received allo-HCT at Niigata University Hospital (n=129) or Nagaoka Red Cross Hospital (n=37) between 1990 and 2017. The median age of patients at allo-HCT was 38 years old (range 14-67 y). The median follow-up period was 2.0 y (range 0.0-22.2 y). According to the revised Medical Research Council (rMRC) criteria for cytogenetic risk categories, 26 (15.7%), 104 (62.7%) and 36 (21.7%) patients were categorized as favorable, intermediate and adverse-risk, respectively. Myeloablative conditioning was used for 128 (77.1%) and reduced-intensity was used for 38 (22.9%) patients. Donors were related for 83 (59.3%) and unrelated for 57 (40.7%) patients. The Kaplan-Meier method (log-rank test) and Gray's test were used to estimate the probabilities of overall survival (OS) and cumulated incidence of relapse (CIR). The impact of several variables was assessed by multivariate analysis using a Cox regression model and Fine-Gray test with backward stepwise selection based on the p-value. For the comparison of clinical phenotypes, category variables were evaluated by Fisher's exact test. [Results] MC was detected in 14 (8.4%) of 166 patients. Eleven (78.6%) were grouped as adverse-risk by rMRC criteria. CK, MK and SC were observed in 26 (16.3%), 20 (12.0%) and 23 (13.9%) patients, respectively. The median age of AML/MC+ (n=14) and AML/MC-(n=152) patients were similar (38.5 y, range 19-64 y vs 38 y, range 14-64 y, P=0.812). Twelve AML/MC+ patients (85.7%) received allo-HCT at the advanced stage (³3 CR or non-remission) and 10 (71.4%) had primary induction failure (PIF). Compared with AML/MC- patients, those with AML/MC+ had a higher incidence of MK (78.6% vs. 5.9%, p 〈 0.001), sub-clone (64.3% vs. 9.2%, p 〈 0.001) and CK (85.7% vs. 9.9%, p 〈 0.001). On univariate analysis, the 2-y OS and median survival period of AML/MC+ patients were shorter than those of AML/MC- patients (26.8% vs. 61.3% and 0.78 y vs. 4.9 y, p=0.0126). The 2-y CIR of AML/MC+ patients was higher than that of AML/MC- patients (80.4% vs. 37.2%, p 〈 0.01). To further investigate the impact of MC on the outcome, we compared AML patients with/without MC who had the cytogenetic adverse-risk karyotype. The 2-y OS of adverse-risk AML/MC+ patients (n=11) was shorter than that of adverse-risk AML/MC- patients (n=25) (9.1% vs 58.3%, p=0.003). The median survival periods were 0.58 y and 4.0 y, and the 2-y CIR was 89.6% and 44.7% (p=0.002), respectively. The 2-y OS based on the other risk factors in adverse-risk AML patients were as follows: CK+ 33.2%, MK+ 26.9% and SC+ 34.7%. As these results suggested MC to be a poorer risk factor, we performed multivariate analysis for confirmation. In the multivariate analysis adjusted for CK, MK, SC, donor, conditioning and disease stage before allo-HCT, only MC was an independent poor risk factor for OS (HR 3.547, 95%CI: 1.46-8.63, p=0.005) and CIR (HR 3.90, 95%CI: 1.47-10.33, p=0.006) among adverse-risk AML patients using the rMRC criteria. [Conclusion] It is very difficult for AML/MC+ patients to achieve complete remission, leading to a markedly poor prognosis after allo-HCT. The outcome for AML/MC+ was inferior to that for AML with CK, MK, SC or the current adverse-risk karyotype by rMRC. This analysis revealed MC as a new independent factor that further indicates a poor prognosis after allo-HCT, especially in high-risk AML patients. Disclosures No relevant conflicts of interest to declare.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
    RVK:
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2018
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  • 7
    In: Transfusion, Wiley, Vol. 59, No. 8 ( 2019-08), p. 2519-2522
    Abstract: The Rh complex contributes to cell membrane structural integrity of erythrocytes. Rh null syndrome is characterized by the absence of the Rh antigen on the erythrocyte membrane, resulting in chronic hemolytic anemia. We recently came across 3 Rh null phenotype probands within two families with the same novel RHAG mutation in the Japanese population. MATERIALS AND METHODS Detailed Rh phenotyping by hemagglutination was performed using monoclonal and polyclonal anti‐D, ‐C, −c, −E, and ‐e; monoclonal and polyclonal anti‐Rh17 antibodies; and polyclonal anti‐Rh29 antibodies. RHAG mRNA transcripts were analyzed by reverse transcription–polymerase chain reaction, and the mutation was verified by genomic sequencing. RESULTS The genomic region spanning exon 6 contained a G 〉 A transition in the invariant GT motif of the 5′ donor splice‐site of Intron 6 (c.945 + 1G 〉 A). The Rh null phenotype was caused by an autosomal recessive mutation in Probands 1 and 2, determined by family history. Regarding clinical features, the degree of hemolysis varied slightly between these individuals, with Proband 3 displaying acute hemolytic anemia with an infection. While no standard therapy has been established, the condition of the patient in this study improved with conservative treatment, including hydration and antibiotics. CONCLUSION The mechanisms of hemolysis due to the Rh null phenotype can vary, but our findings indicate that acute hemolytic crisis caused by the Rh null syndrome could be associated with infection.
    Type of Medium: Online Resource
    ISSN: 0041-1132 , 1537-2995
    URL: Issue
    Language: English
    Publisher: Wiley
    Publication Date: 2019
    detail.hit.zdb_id: 2018415-3
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  • 8
    In: Clinical Transplantation, Wiley, Vol. 31, No. 11 ( 2017-11)
    Abstract: Evaluation methods, such as scoring systems for predicting complications in advance, are necessary for determining the adaptation of allogeneic hematopoietic cell transplantation ( HCT ) and selecting appropriate conditioning regimens. The Hematopoietic Cell Transplantation‐specific Comorbidity Index ( HCT ‐ CI ), which is based on functions of main organs, is a useful tool for pre‐transplant risk assessments and has been widely applied in determining treatment strategies for patients with hematological diseases. However, as allogeneic HCT is performed on patients with diverse backgrounds, another factor, which reinforces the HCT ‐ CI , is required to evaluate pre‐transplant risk assessments. The Glasgow Prognostic Score ( GPS ), which assesses the combined C‐reactive protein and albumin, was reported to predict survival of patients with solid‐organ malignancies independently of receiving chemo/radiotherapy and stages of cancer. In this study, we applied the GPS for pre‐transplant risk assessments for allogeneic HCT . The GPS successfully stratified the patients into three risk groups of overall survival ( OS ) and non‐relapse mortality ( NRM ). Moreover, the GPS could predict outcomes independently of the HCT ‐ CI for OS and NRM in multivariate analysis. The GPS is considered to be a useful tool and reinforces the HCT ‐ CI for determining adaptation of allogeneic HCT for patients with hematopoietic neoplasms.
    Type of Medium: Online Resource
    ISSN: 0902-0063 , 1399-0012
    URL: Issue
    Language: English
    Publisher: Wiley
    Publication Date: 2017
    detail.hit.zdb_id: 2739458-X
    detail.hit.zdb_id: 2004801-4
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  • 9
    In: Blood, American Society of Hematology, Vol. 132, No. Supplement 1 ( 2018-11-29), p. 5712-5712
    Abstract: [Introduction] Bloodstream infection (BSI) is a serious complication of HCT that may be life-threatening. BSI frequently occurs before neutrophil engraftment (pre-engraftment BSI), but has also been reported after neutrophil recovery (post-engraftment BSI). In contrast to pre-engraftment BSI, the clinical features and risk factors of post-engraftment BSI remain unclear. [Aims] We investigated the clinical characteristics of and risk factors for post-engraftment BSI. [Methods] This retrospective study included 176 adult patients who underwent HCT and achieved neutrophil engraftment between 2006 and 2017 at our institute. Diagnoses consisted of AML (n=86), ALL (n=36), MDS (n=21), MPN (n=4), CML (n=1), ATL (n=6), aplastic anemia (n=6), and malignant lymphoma (n= 16). The median age at HCT was 42 y (range 16-67 y). Graft sources were BM (n=69), PB (n=57), and CB (n=50). Fifty-five patients (31.2%) had a high (≥3) HCT-CI score on HCT. Sixty-four patients (36.4%) received HCT with an advanced disease status. Fluoroquinolone (FQ) as prophylaxis was administered to 89 patients (50.6%). Central venous catheters (CV) were inserted in all patients before HCT. All patients consulted a dentist before HCT and received guidance on appropriate oral self-care to prevent severe oral mucositis; 92 (52.3%) continuously received intensive oral care after HCT (I-care; visit to a dentist at least once a week until neutrophil engraftment for the assessment of oral mucositis and cleaning), whereas 84 (47.7%) only performed oral self-care (S-care; according to guidance by a dentist). In the present study, BSI was defined as an infectious state with fever (≥38°C) and the isolation of a pathogen on at least 1 blood culture or on 2 or more if a common skin contaminant was isolated. Post-engraftment BSI was evaluated until day 180. [Results] Seventy-five events of BSI (in 69 patients) occurred until day 180. The total cumulative incidence of BSI (CIB) was 39.2%. The CIB of pre- and post-engraftment BSI were similar at 21.6% (n=38) and 21.0% (n=37) (p=1.0), respectively. Six patients developed pre- and post-engraftment BSI. CV was inserted in all patients when BSI occurred. Twenty-five pathogens were isolated in the present study. Regarding the type of pathogen, Gram-positive cocci were the most common in pre-/post-engraftment BSI (63.2%/69.0%). Gram-negative (29.0%/14.3%) and -positive rods (15.8%/19.0%) were detected. Staphylococcus epidermidis was the most frequently detected species in pre/post-engraftment BSI (31.6%/57.1%). Similar to CIB, no significant difference was observed in the pathogens identified between pre-/post-engraftment BSI (p=0.34). We performed further analyses to identify risk factors for post-engraftment BSI. In Fisher's exact test as a univariate analysis, HCT-CI≥3 (p=0.045), TBI≥3 Gy (p=0.041), not administered FQ (p=0.042), no I-care (p=0.003), and a graft source of BM (p=0.002) were identified as risk factors for post-engraftment BSI. Age (p=0.25), conditioning (p=0.197), repeated HCT (0.607), disease stage prior to HCT (p=0.701), and a history of pre-engraftment BSI (p=0.501) did not contribute to post-engraftment BSI. A logistic regression test with backward stepwise selection based on p-values as the multivariate analysis revealed that I-care (OR 0.358, 95%CI: 0.16-0.801, p=0.0124) and a graft source of PB (OR 0.322, 95%CI: 0.124-0.837, p=0.02) reduced the risk of post-engraftment BSI. Furthermore, to confirm the impact of the oral care type on post-engraftment BSI, we compared the CIB of the S- and I-care groups. The CIB of pre-engraftment BSI was similar between the I- and S-care groups (21.4% vs 21.7%, p=1), whereas that of post-engraftment BSI was significantly lower in the I-care group (12.0% vs 29.8%, p 〈 0.001) than in the S-care group. [Conclusion] CIB and isolated pathogens were similar between pre- and post-engraftment BSI, even if neutrophils had recovered sufficiently. Since BSI may occur at any time during transplantation, careful follow-ups are needed. Intensive oral care by a dental specialist may reduce the risk of post-engraftment BSI. Disclosures No relevant conflicts of interest to declare.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
    RVK:
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2018
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  • 10
    In: International Journal of Hematology, Springer Science and Business Media LLC, Vol. 108, No. 3 ( 2018-9), p. 282-289
    Type of Medium: Online Resource
    ISSN: 0925-5710 , 1865-3774
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2018
    detail.hit.zdb_id: 2028991-1
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