Machine-learning-based quality-level-estimation system for inspecting steel microstructures.

Quality control of special steel is accomplished through visual inspection of its microstructure based on microscopic images. This study proposes an 'automatic-quality-level-estimation system' based on machine learning. Visual inspection of this type is sensory-based, so training data may include variations in judgments and training errors due to individual differences between inspectors, which makes it easy for a drop in generalization performance to occur due to overfitting. To deal with this issue, we here propose the preprocessing of inspection images and a data augmentation technique. Preprocessing reduces variation in images by extracting features that are highly related to the level of quality from inspection images. Data augmentation, meanwhile, suppresses the problem of overfitting when training with a small number of images by taking into account information on variation in judgment values obtained from on-site experience. While the correct-answer rate for judging the quality level by an inspector was about 90%, the proposed method achieved a correct-answer rate of 92.5%, which indicates that the method shows promise for practical applications.

Feasibility of six cycles of lenalidomide-based triplet induction before stem cell collection for newly diagnosed transplant-eligible multiple myeloma.

OBJECTIVES: Achieving a deep response with induction therapy has a major impact on outcomes following autologous stem cell transplantation. Although longer and intensified induction therapy may provide better disease control, longer exposure to lenalidomide negatively affects stem cell yield. We examined the feasibility of 6 cycles of lenalidomide-based triplet induction therapy before stem cell collection in transplant-eligible multiple myeloma patients. METHODS: In this prospective study, patients received a combination of bortezomib, lenalidomide, and dexamethasone for 6 cycles. For patients who did not achieve a deep response after 3 cycles, bortezomib was substituted with carfilzomib for the last 2 cycles (5th and 6th courses). RESULTS: Although only half of the patients achieved a deep response after 3 cycles, all but 1 patient achieved a very good partial response (n = 4) or complete response (n = 5) after completing 6 cycles. Among 9 patients who received cyclophosphamide-based stem cell mobilization, 1 patient required a second mobilization that was successfully performed using plerixafor. After autologous transplantation, 7 patients showed complete response, including 5 with minimal residual disease-negative status. CONCLUSION: This study demonstrates that 6 cycles of lenalidomide-based induction therapy before stem cell collection are a feasible and promising approach for transplant-eligible newly diagnosed multiple myeloma patients.The study is registered at UMIN Clinical Trials Registry as UMIN000026936.Trial registration: UMIN Japan identifier: UMIN000026936.

An unusual case of Epstein-Barr virus-positive large B-cell lymphoma lacking various B-cell markers.

BACKGROUD: Epstein-Barr virus (EBV) is associated with B-cell lymphoma in various conditions, such as immunodeficiency and chronic inflammation. We report an unusual case of EBV-positive diffuse large B-cell lymphoma (DLBCL) lacking the expression of many B-cell markers. CASE PRESENTATION: An 83-year-old man presented with a submandibular tumor. Histology of a lymph node biopsy specimen revealed diffuse proliferation of centroblast- or immunoblast-like lymphoid cells with plasmacytic differentiation. Scattered Hodgkin/Reed-Sternberg-like cells were also visible. A routine immunohistochemistry antibody panel revealed that the tumor cells were negative for B-cell and T-cell markers (i.e., CD3, CD19, CD20, CD38, CD45RO, CD79a, CD138, and Pax-5), but were positive for CD30 and MUM-1, not defining the lineage of tumor cells. The final diagnosis of EBV-positive DLBCL was confirmed based on the expression of B-cell-specific transcription factors (Oct-2 and BOB.1), PCR-based identification of monoclonal rearrangement of the immunoglobulin genes, and the presence of EBV-encoded small RNAs in the tumor cells (identified using in situ hybridization). CONCLUSION: The downregulation of broad band of B-cell markers in the present case with EBV-positive DLBCL posed a diagnostic dilemma, as the possible diagnoses included differentiation from anaplastic large cell lymphoma and CD20-negative B-cell lymphomas. Results of immunohistochemical panel including B-cell-specific transcription factors and gene rearrangement analyses critically support the correct diagnosis.

Unrelated umbilical cord blood transplantation using a TBI/FLAG conditioning regimen for adults with hematologic malignancies.

A combined chemotherapy regimen comprising fludarabine, cytosine arabinoside, and granulocyte colony-stimulating factor (FLAG) has been used in the treatment of relapsed or refractory leukemias. We here report 38 patients with hematologic malignancies who underwent single-unit cord blood transplantation (CBT) with a conditioning regimen comprising 12-Gy total-body irradiation (TBI) and FLAG therapy (TBI/FLAG). Graft-versus-host disease (GVHD) prophylaxis consisted of tacrolimus or cyclosporin A and/or methotrexate. The median nucleated cell dose was 2.43 x 10(7)/kg (range: 1.96-3.55 x 10(7)/kg). Of 34 evaluable recipients, the cumulative incidence of donor engraftment was 97%. The median time to reach an absolute neutrophil count of 500/microL was 23 days (range: 18-35 days). The median time to an untransfused platelet count of 50,000/microL was 45.5 days (range: 28-208 days). Sixteen patients developed grades II-IV of acute GVHD. Fourteen patients were alive at a median follow-up of 46 months (range: 4-77 months). The estimated event-free survival at 3 years for all patients was 33.5%, with 72.7% in the standard-risk group (n = 11) and 17.7% in the high-risk group (n = 27) (P = .0075). These results showed that this novel regimen was well tolerated by patients and able to establish sustained donor cell engraftment, indicating the feasibility of TBI/FLAG as a conditioning regimen for CBT in adults with hematologic malignancies.

Serum elastase and antithrombin-3 levels after umbilical cord blood transplantation or bone marrow transplantation.

The severity of graft-versus-host disease (GVHD) was compared after cord blood transplantation (CBT) and bone marrow transplantation (BMT). The severity of GVHD was also analyzed in relation to serum elastase and antithrombin-3 (AT-3) levels. There was no significant difference in the average grade of acute GVHD between 49 BMT patients and 20 CBT patients (chi2-test). However, there was a lower incidence of patients without acute GVHD (grade 0) or patients with severe acute GVHD (grade 3 or 4) in CBT compared with BMT group. Linear regression analysis found no significant correlation between the serum elastase level and the grade of acute GVHD, between the serum AT-3 level and the grade of acute GVHD, or between the serum levels of elastase and AT-3 before conditioning and after engraftment. The AT-3 level after engraftment was significantly higher in the CBT group than in the BMT group and it did not fail along with the elevation of elastase in the CBT group (p < 0.01 by the Mann-Whitney U-test vs. the BMT group). In conclusion, the lower risk of severe acute GVHD in the CBT group may have been related to the smaller decrease of AT-3 after transplantation.

Changes of clotting factors (7, 9 and 10) and hepatocyte growth factor in patients with thrombotic microangiopathy after bone marrow transplantation.

To investigate risk factors for thrombotic microangiopathy (TMA) after bone marrow transplantation (BMT), the levels of three clotting factors (7, 9 and 10) and hepatocyte growth factor (HGF) were measured. Among 46 consecutive patients who underwent BMT, six developed TMA and 40 did not. The levels of the clotting factors and HGF did not differ significantly between the six patients with TMA and the 40 patients without it. In two patients who developed TMA during the earlyperiod after BMT, however, the levels of the three clotting factors were significantly decreased even before BMT, along with a significant increase of HGF. These findings suggest that patients with severe hepatic dysfunction before BMT, especially those with impaired protein synthesis, had an increased risk of developing TMA soon after BMT. It was also suggested that measurement of clotting factors (7, 9 and 10) and HGF may be useful to predict the occurrence of TMA in the early period after BMT.

Heparin cofactor II as a predictor of thrombotic microangiopathy after bone marrow transplantation.

The pathogenesis of thrombotic microangiopathy (TMA) after allogeneic bone marrow transplantation (BMT) remains unclear since ADAMTS13, which is implicated in primary thrombotic thrombocytopenic purpura (TTP), has been shown to have no role in this condition. We investigated whether the onset of TMA after BMT could be predicted by measuring heparin-cofactor II (HC II), a marker for thrombosis of unknown etiology. In 30 consecutive BMT patients, the serum HC II level was measured before conditioning and one week after recovery from leukopenia. Four of the 30 patients developed TMA, and 26 did not. Before conditioning, the mean serum HC II level was 1.748 +/- 0.37 U/mL in the TMA group and 0.889 +/- 0.25 U/mL, in the non-TMA group, being higher in the former group (p < 0.01, t-test). After recovery from leukopenia, the two groups showed no significant difference of serum HC II. The HC II level at the onset of TMA was above the upper limit of normal in only one out of four patients. These results suggest that vascular endothelial damage due to chemotherapy before BMT increases the risk of TMA, and that HC II is useful for predicting the occurrence of TMA after BMT.

Reduced-intensity conditioning followed by unrelated umbilical cord blood transplantation for advanced hematologic malignancies: rapid engraftment in bone marrow.

Reduced-intensity (RI) conditioning followed by cord blood transplantation (CBT) is a new treatment modality, but failure to engraft is a major concern. We describe 12 patients with advanced hematologic malignancies who underwent RI conditioning and CBT with a conditioning regimen consisting of 200 mg/m(2) fludarabine (Flu), 50 mg/kg cyclophosphamide (CY), and 3 Gy total body irradiation (TBI). Cyclosporin A and/or methotrexate were used for graft-versus-host disease prophylaxis. Cord blood grafts were not mismatched for more than 2 serologically defined HLA alleles but were later found by high-resolution DNA typing to be mismatched for 2 to 4 alleles in most cases. Short tandem repeat analysis of bone marrow cells at day 14 showed complete donor chimerism in 6 of the patients and mixed chimerism in 5, indicating rapid engraftment in the bone marrow, whereas the remaining patient experienced graft rejection. Neutrophil recovery was achieved at a median of day 17 (range, days 11-24) in 10 of the 11 patients with marrow chimerism at day 14. Of these 10 patients, however, transplantation-related mortality within 100 days occurred in 4 patients who showed failed platelet recovery and a lack of durable engraftment. Overall survival and disease-free survival rates were 41.7% and 33.3%, respectively. These results show that CB mismatched at 2 to 4 HLA alleles and transplanted with the Flu/CY/3 Gy TBI regimen is able to engraft in the bone marrow as early as day 14.

Prognosis value of atrial natriuretic peptide and brain natriuretic peptide for heart failure in patients undergoing allogeneic bone marrow transplantation.

It is essential to evaluate the organ function of the recipient before bone marrow transplantation (BMT). This study investigated the usefulness of atrial natriuretic peptide (ANP) and brain natriuretic peptide (BNP) levels as indicators of cardiac function. Seventy-five consecutive patients undergoing allogeneic BMT were enrolled. All of them had an ejection fraction of 55% or more on echocardiography. Six of the 75 patients died of heart failure after transplantation and these 6 patients were compared with the other 69 patients to assess the prognostic value of the two natriuretic peptides. Both peptides remained normal from before conditioning until recovery from leukopenia in all 69 surviving patients. Among the 6 patients who died of heart failure, however, BNP was increased in all 6 patients and ANP was increased in five of them at an average of 43.6 +/- 16.7 days before the onset of heart failure. Monitoring of these peptides may not only be useful for assessment of cardiac function but also for predicting the occurrence of heart failure.

Serum elastase and antithrombin-3 in patients with acute graft-vs.-host disease after bone marrow transplantation.

The mechanism by which inflammatory cytokines are involved in acute graft-vs.-host disease (GVHD) after hematopoietic stem cell transplantation has only been studied recently. We focused on the changes of serum elastase and antithrombin-3 (AT-3) from before pre-treatment until the leukocyte recovery period after transplantation. We examined the correlation between these two parameters and the grade of acute GVHD, as well as the mechanism of onset. We measured the serum elastase and AT-3 levels before pre-treatment and during the leukocyte recovery period in 49 consecutive patients receiving bone marrow transplantation. The severity of acute GVHD was divided into five grades (0-4). No significant differences of pre-transplantation elastase levels were observed among the GVHD grades, but the elastase level during the leukocyte recovery period showed a significant correlation with the grade of GVHD (p < 0.01). A significant inverse correlation was also observed (p < 0.05) between the pre-transplantation level of AT-3 and the grade of GVHD, as well as a significant correlation at the time of leukocyte recovery (p < 0.0001). Furthermore, a significant correlation (p < 0.0001) was observed between the elastase and AT-3 levels during the leukocyte recovery period. These results suggest that elastase levels during the leukocyte recovery period are related to the grade of acute GVHD and the mechanism appears to include vascular endothelial injury mediated via AT-3.

Heparin-induced thrombocytopenia antibody and the pathogenesis of thrombotic microangiopathy after stem cell transplantation.

Thrombotic microangiopathy (TMA) that occurs after stem cell transplantation (SCT) is generally regarded as being different from thrombotic thrombocytopenic purpura (TTP), because it is reportedly not associated with deficiency of von Willebrand factor-cleaving protease, whereas this enzyme is deficient in TTP. However, better understanding of the pathogenesis of this condition is still required. Accordingly, we investigated the relationship between TMA occurring after SCT and heparin-induced thrombocytopenia (HIT), a condition related to low-dosed heparin therapy that features thrombocytopenia and generalized thrombotic disorders. Thirty-nine consecutive patients who underwent bone marrow transplantation were divided into a TMA group and a non-microangiopathy group (10 and 29 patients, respectively). Before SCT, the serum platelet factor 4 (PF4) levels of the TMA and non-microangiopathy groups were 0.123 +/- 0.023 and 0.132 +/- 0.025, respectively (p = NS). One week after recovery of the white blood cell count following transplantation, the TMA group (0.2902 +/- 0.0678) had a significantly higher PF4 level than the non-microangiopathy group (0.1548 +/- 0.0312) (p < 0.001, t-test). Thus, PF4 increased after engraftment of the transplanted stem cells in the patients who developed TMA. In patients who developed TMA, there was a significant correlation between the PF4 level and the grade of angiopathy according to the Zeigler grading system (p < 0.01 by linear regression analysis). These results suggest that a HIT antibody produced by donor cells may be involved in the development of TMA after SCT.

Relationships between hematological recovery and overall survival in older adults undergoing allogeneic bone marrow transplantation.

OBJECTIVE: The advancement of hematopoietic stem cell transplantation techniques and the increase in frequency of hematological malignancy in older patients are expected to expand the indications to include more elderly patients. We investigated the problem of allogeneic bone marrow transplantation (allo-BMT) in patients over 40 years old. PATIENTS AND METHODS: We retrospectively analyzed 21 consecutive patients (13 males and 8 females) over 40 years old who underwent allo-BMT at our center during the past 12 years. RESULTS: The patients had a median age of 46 years, and 5 patients were over 50 years old. There were 8 cases of acute myelogenous leukemia (AML), 5 cases of acute lymphocytic leukemia (ALL), 6 cases of chronic myelogenous leukemia (CML) and 2 cases of myelodysplastic syndrome (MDS). The 3-year overall survival rate was 43.0%. Overall survival was associated with recovery of platelets in less than 30 days and recovery of neutrophil counts in less than 15 days. We did not observe any severe graft-versus-host disease (GVHD) or regimen-related toxicities. Twelve patients died of transplantation-related diseases. CONCLUSION: A faster recovery of the neutrophil and platelet counts was significantly associated with overall survival. Decreasing transplantation-related death, particularly by infection control, in allo-BMT in patients over age 40 is an important problem.

Association of Helicobacter pylori with thrombotic thrombocytopenic purpura and hemolytic uremic syndrome after bone marrow transplantation.

Thrombotic microangiopathy (TMA) has attracted attention as a complication of bone marrow transplantation (BMT). The association of Helicobacter pylori (H. pylori) with thrombotic thrombocytopenic purpura and hemolytic uremic syndrome (TTP/HUS) after BMT was studied. Among 74 consecutive patients undergoing transplantation, six developed TTP/HUS (the TTP/HUS group) and 68 did not (controls). These six patients were compared with the other 68 patients to investigate differences of the IL-12 and 8 levels, H. pylori and various clinical characteristics. The patients who developed TTP/HUS seemed not apparently different from those who did not in background characteristics, except that they had a significantly higher H. pylori-positive rate (p < 0.05). In the TTP/HUS group, however, the levels of interleukin-12 and interleukin-8 increased significantly during the leukocyte recovery after BMT and at the onset of TTP/HUS, respectively, to 45.8 +/- 57.6 pg/mL and 274.8 +/- 65.9 pg/mL (p < 0.05 for both), when compared with their levels of 5.0 pg/mL in the control group. Thus, H. pylori may play a role in the pathogenesis of TTP/HUS after BMT, with cytokines (interleukin-8 and interleukin-12) also being involved.

Idiopathic interstitial pneumonia following stem cell transplantation.

Idiopathic interstitial pneumonia (IIP) can occur after stem cell transplantation, but the aetiology is unknown. Based on the association between angiitis syndrome and Helicobacter pylori infection, we identified possible risk factors common to these two conditions. Among 83 patients who underwent stem cell transplantation, four developed IIP. We elucidated various parameters and clinical features in four patients with IIP and 79 patients without, after allogeneic stem cell transplantation. In all four patients, (1) the conditioning regimen induced total body irradiation, (2) serological reactivation of cytomegalovirus and/or human herpesvirus-6 preceded the onset of IIP, (3) their human leucocyte antigen types were among those suspected to increase susceptibility to angiitis syndrome, (4) serum anti-H. pylori antibody was positive before conditioning and remained positive throughout the post-transplantation course, (5) inflammatory cytokines (interleukin-6, 8 and 12) were increased during the period of leucocyte recovery after transplantation and (6) the levels of intercellular adhesion molecule-1, thrombomodulin and plasminogen activator inhibitor-1 were increased at the onset of IIP. These findings suggest the possibility that angiitis syndrome and H. pylori infection are involved in the pathogenesis of post-transplantation IIP.

Intestinal graft-versus-host disease: mechanisms and management.

Allogeneic haematopoietic stem cell transplantation remains the treatment of choice for a number of malignancies. However, graft-versus-host disease (GVHD) has long been regarded as a serious complication of this procedure. Although GVHD may affect any organ, intestinal GVHD is particularly important because of its frequency, severity and impact on the general condition of the patient. Recent studies have led to progressive elucidation of the mechanism of GVHD. Donor T cells are critical for the induction of GVHD, because depletion of T cells from bone marrow grafts effectively prevents GVHD but also results in an increase of leukaemia relapse. It has been shown that the gastrointestinal tract plays a major role in the amplification of systemic disease because gastrointestinal damage increases the translocation of endotoxins, which promotes further inflammation and additional gastrointestinal damage. Consequently, the management of intestinal GVHD (and the intestine itself) is a subject that should be highlighted. In this article, approaches to the prevention of intestinal GVHD are discussed after being classified into three categories: regimens in common clinical use, regimens under investigation and original regimens used at our hospital. The standard regimen that is used most widely for prevention of GVHD is cyclosporin plus short-term methotrexate. Corticosteroids can be added to this regimen but careful consideration of the adverse effects of these hormones should be considered. Tacrolimus is a newer, more potent alternative to cyclosporin. T-cell depletion (TCD) after transplantation has been shown to prevent acute GVHD, however, the survival benefit of TCD has not been as great as expected. Mycophenolate mofetil can be useful for the treatment of acute GVHD as part of combination therapy. Regimens currently under investigation in animal experiments include suppression of inflammatory cytokines and inhibition of T-cell activation, and, specifically at our institution, hepatocyte growth factor gene therapy. The evidence-based therapy used at our institution includes systemic antibacterial therapy (including eradication of intestinal bacteria) to prevent the intestinal translocation of lipopolysaccharide and avoid the subsequent increase of various inflammatory cytokines. In addition, because of the similarities between intestinal GVHD and ulcerative colitis, sulfasalazine, betamethasone enemas and eicosapentaenoic acid have been used to treat intestinal GVHD in some patients.

Effects of total body irradiation on the vascular endothelium.

Total body irradiation (TBI) is used as conditioning for stem cell transplantation. We studied its effects on the vascular endothelium in 55 consecutive patients undergoing stem cell transplantation with TBI (TBI group n=35) or without TBI (non-TBI group: n=20). Fifty patients underwent bone marrow transplantation and five underwent peripheral blood stem cell transplantation. The levels of thrombomodulin, plasminogen activator inhibitor-1, and cyclic GMP were measured before and after TBI. At both times, the thrombomodulin and plasminogen activator inhibitor-1 levels were within the normal range in all patients from the two groups, without any significant differences between the groups. The cyclic GMP level was increased after TBI in six of 35 patients. Five of these six patients died as a result of complications of transplantation, while one patient survived in whom the cyclic GMP level rapidly returned to normal. In contrast, the cyclic GMP level remained normal in all patients not receiving TBI. These results suggest that conditioning with TBI stimulates vascular endothelial cells, even if it does not cause immediate direct injury. Such stimulation may be related to vascular endothelial dysfunction, the development of which may be mediated by nitric oxide.

[Pneumonitis with a bronchiolitis obliterans organizing pneumonia-like shadow in a patient with human herpes virus-6 viremia after allogeneic bone marrow transplantation].

We report the case of a 42-year-old male who underwent allogeneic bone marrow transplantation (BMT) for acute myelogenous leukemia, and then developed pneumonitis with a bronchiolitis obliterans organizing pneumonia (BOOP)-like shadow. When he came with exertional dyspnea four months after BMT, the chest X-ray and CT findings disclosed bilateral infiltration, and remarkable elevation of his serum KL-6 level, a monitoring marker for disease activity in interstitial lung disease. Although organizing pneumonia (OP) was revealed by a transbronchial lung biopsy, no pathogen was detected in bacterial, fungal and routine viral cultures or by direct cytological examinations using bronchoalveolar lavage (BAL) specimens. Since human herpes virus-6 (HHV-6) was detected in BAL specimens by the polymerase chain reaction (PCR), a diagnosis of a pneumonitis-like BOOP shadow related to HHV-6 was made, and he was treated with methylprednisolone and ganciclovir (GCV). Although there was a relapse of his OP 1.5 months later, with re-elevation of his serum KL-6 level, continuous administration of GCV led to disappearance of HHV-6 in BAL specimens assayed by PCR, in association with normalization of the serum KL-6 level. HHV-6 should be considered as a cause of unexplained pneumonitis in BMT recipients, and KL-6 is useful for monitoring the pneumonitis status in these patients.

Common features in the onset of ARDS after administration of granulocyte colony-stimulating factor.

STUDY OBJECTIVE: Respiratory disturbance caused by ARDS has been reported during administration of granulocyte-colony stimulating factor. The clinical features of such respiratory distress were investigated in this study. DESIGN: Retrospective case review. SETTING: A 1,100-bed university teaching hospital. PATIENTS: Five patients who had dyspnea caused by ARDS develop after chemotherapy or bone marrow transplantation (BMT) at our hospital. INTERVENTIONS: None. MEASUREMENTS AND RESULTS: Levels of cytokines, human leukocyte antigen (HLA) typing, and the clinical course were analyzed to clarify common features. All five patients possessed HLA-B51 or HLA-B52, and all had fever and an enhanced inflammatory response at the time of the WBC nadir. The tumor necrosis factor (TNF)-alpha and interleukin (IL)-8 levels increased when respiratory distress syndrome occurred. CONCLUSIONS: If patients with HLA-B51 or HLA-B52 have infection develop at the time of WBC nadir after chemotherapy or BMT, ARDS may occur in association with elevation of TNF-alpha and IL-8 during WBC recovery.