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1.
Longitudinal Clinical Data Improves Survival Prediction after Hematopoietic Cell Transplantation Using Machine Learning
Zhou, Y., Smith, J., Keerthi, D., Li, C., Sun, Y., Mothi, S. S., Shyr, D., Spitzer, B., Harris, A. C., Chatterjee, A., et al
Blood advances. 2023
Abstract
Serial prognostic evaluation of patients after allogeneic hematopoietic cell transplantation (alloHCT) might help identify patients at high risk of developing potentially lethal organ dysfunction. Current prediction algorithms are based on models that do not incorporate changes to the patients' clinical condition that occur after alloHCT in the model development, which limits their predictive ability. We developed and validated a robust risk-prediction algorithm to predict short-term and long-term survival after alloHCT in pediatric patients that includes baseline biological variables, as well as changes in the patients' clinical status after alloHCT. The model was developed using clinical data from children and young adults treated at a single academic quaternary-care referral center. The model was created using a randomly split training dataset (70% of the cohort), internally validated (remaining 30% of the cohort from the same center), and then externally validated on patient data from another tertiary-care referral center. Repeated clinical measurements performed from 30 days before alloHCT to 30 days afterwards were extracted from the electronic medical record and incorporated into the model to predict survival at 100 days, 1-year, and 2-years after alloHCT. Of the 738 patients who underwent their first alloHCT at our institution between 2000 and 2020, 517 (70%) were randomly included in the training dataset and 221 (30%) constituted the validation dataset. When compared with models constructed from baseline variables alone, the naïve-Bayes machine learning models incorporating longitudinal data were significantly better at predicting whether patients would be alive or deceased at the given timepoints. This proof-of-concept study demonstrates that unlike traditional prognostic tools that use fixed variables for risk assessment, incorporating dynamic variability using clinical and laboratory data improves the prediction of mortality in patients undergoing alloHCT.
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2.
Post-transplant cyclophosphamide versus anti-thymocyte globulin in allogeneic hematopoietic stem cell transplantation from unrelated donors: A systematic review and meta-analysis
Tang, L., Liu, Z., Li, T., Dong, T., Wu, Q., Niu, T., Liu, T., Ji, J.
Frontiers in oncology. 2023;13:1071268
Abstract
BACKGROUND Post-transplant cyclophosphamide (PTCy) and anti-thymocyte globulin (ATG) are both common graft-versus-host disease (GVHD) prophylaxis strategies in allo-HSCT from unrelated donors. However, no consensus has reached on which regimen is optimal. Although several studies concerning this topic exist, the outcomes of different studies still conflict with each other. Therefore, an overall comparison of the two regimens is urgently needed to help make informed clinical decisions. METHODS Studies comparing PTCy and ATG regimens in unrelated donor (UD) allo-HSCT were searched in four critical medical databases from inception to April 17, 2022. The primary outcome was grade II-IV aGVHD, grade III-IV aGVHD and chronic GVHD (cGVHD), and the secondary outcomes included overall survival (OS), relapse incidence (RI), non-relapse mortality (NRM), and several severe infectious complications. The quality of articles was assessed by the Newcastle-Ottawa scale (NOS), and data were extracted by two independent investigators and then analyzed by RevMan 5.4. RESULTS Six out of 1091 articles were eligible for this meta-analysis. Compared with the ATG regimen, prophylaxis based on PTCy achieved a lower incidence of grade II-IV aGVHD incidence (RR=0.68, 95% CI 0.50-0.93, P=0.010, I (2 =) 67%), grade III-IV aGVHD (RR=0.32, 95% CI 0.14-0.76, P=0.001, I (2 =) 75%), NRM (RR=0.67, 95% CI 0.53-0.84, P=0.17, I (2 =) 36%), EBV-related PTLD (RR=0.23, 95% CI 0.09-0.58, P=0.85, I (2 =) 0%) and better OS (RR=1.29, 95% CI 1.03-1.62, P=0.0001, I (2 =) 80%). The cGVHD, RI, CMV reactivation and BKV-related HC showed no significant difference between the two groups (RR=0.66, 95% CI 0.35-1.26, P<0.00001, I (2 =) 86%; RR=0.95, 95% CI 0.78-1.16, P=0.37, I (2 =) 7%; RR=0.89, 95% CI 0.63-1.24, P=0.07, I (2 =) 57%; RR=0.88, 95% CI 0.76-1.03, P=0.44, I (2 =) 0%). CONCLUSION In the setting of unrelated donor allo-HSCT, prophylaxis based on PTCy can lower the incidence of grade II-IV aGVHD, grade III-IV aGVHD, NRM and EBV-related complication, achieve better OS compared to ATG-based regimen. And cGVHD, RI, CMV reactivation and BKV-related HC were comparable in the two groups.
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3.
Microbiota Predict Infections and Acute Graft-Versus-Host Disease after Pediatric Allogeneic Hematopoietic Stem Cell Transplantation
Margolis, E. B., Alfaro, G. M., Sun, Y., Dallas, R. H., Allison, K. J., Ferrolino, J., Ross, H. S., Davis, A. E., Jia, Q., Turner, P., et al
The Journal of infectious diseases. 2023
Abstract
BACKGROUND Despite intensive prophylactic and pre-emptive measures, infections remain an important cause of morbidity and mortality in pediatric recipients of allogeneic hematopoietic cell transplantation (allo-HCT). Disruption of the gut microbiota has been linked to clinical outcomes after adult allo-HCT. This study evaluated whether these or differing microbiota disruptions or signatures were associated with risk of infection in pediatric allo-HCT. METHODS In a prospective observational study, fecal samples from 74 children were collected prior to conditioning and at the time of neutrophil recovery and profiled by means of 16S ribosomal rRNA sequencing. The associations between microbiome signatures and infections or acute graft-versus-host disease (aGVHD) were examined using Cox proportional-hazards analysis. RESULTS Previously associated indices of microbiome disruption in adults, including diversity and butyrate producer frequency, did not predict infection risk in pediatric allo-HCT. Unique microbiota signatures were associated with different infections or aGVHD. A ratio of strict and facultative anaerobes (e.g. Lachnoclostridium, Parabacteroides, Clostridium spp.) prior to conditioning predicted likelihood of bacteremia (cox hazards ratio 3.89) in first year post HCT. A distinct ratio of oral (e.g. Rothia, Veillonella spp.) to colonic anaerobes (e.g. Anaerobutyricum, Dorea, Romboutsia spp.) at neutrophil recovery predicted likelihood of bacterial infections (cox hazards ratio 1.81) and viral enterocolitis (cox hazards ratio 1.96) through first year post transplant. CONCLUSIONS Interactions between medical interventions, pediatric hosts and microbial communities may be responsible for these consistent microbiota signatures that predict infections. A future multi-center investigation will be needed to demonstrate whether these ratios can be generalized to other pediatric cohorts.
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4.
Decitabine-Intensified Modified Busulfan/Cyclophosphamide Conditioning Regimen Improves Survival in Acute Myeloid Leukemia Patients Undergoing Related Donor Hematopoietic Stem Cell Transplantation: A Propensity Score Matched Analysis
Li, Z., Shi, W., Lu, X., Lu, H., Cao, X., Tang, L., Yan, H., Zhong, Z., You, Y., Xia, L., et al
Frontiers in oncology. 2022;12:844937
Abstract
To identify the benefit of decitabine (Dec)-intensified myeloablative conditioning on the outcomes of patients with acute myeloid leukemia (AML) after related donor hematopoietic stem cell transplantation (HSCT), we performed a retrospective matched-pair study from a pool of 156 patients to evaluate Dec [20 mg/m(2)/day intravenously (i.v.) on days -11 to -7]-intensified modified busulfan/cyclophosphamide (mBuCy) conditioning regimen vs. mBuCy regimen in 92 AML patients, with 46 patients in each cohort. The cumulative incidence of grade II-IV acute graft-versus-host disease (aGVHD) was lower in the Dec group (15.2% ± 0.3% vs. 32.6% ± 0.5%, P = 0.033). Compared with mBuCy group (15.5% ± 0.3%), a significantly higher proportion of limited chronic GVHD (cGVHD) in Dec group (35% ± 0.6%) was observed (P = 0.025). Dec-intensified mBuCy conditioning was associated with better 2-year overall survival (OS) and GVHD-free relapse-free survival (GRFS) (81% ± 6.2% vs. 59.4% ± 7.5%, P = 0.03; 58.7% ± 8.1% vs. 40.9% ± 7.3%, P = 0.042; respectively). Our results also elucidated that the Dec group had better 2-year OS and lower 2-year cumulative incidence of relapse (CIR) in patients acquiring haploidentical HSCT than that of the mBuCy group (84.8% ± 7.1% vs. 58.2% ± 10.3%, P = 0.047; 17.9% ± 0.8% vs. 40.0% ± 1.0%, P = 0.036; respectively), which did not increase the treatment-related mortality and regimen-associated toxicities. Dec-intensified myeloablative regimen and high-risk stratification were the variables associated with OS, leukemia-free survival (LFS), and GRFS in multivariate analysis. In high-risk patients, no differences were found in CIR, OS, LFS, and GRFS between the two groups. These data indicated that Dec-intensified mBuCy conditioning regimen was associated with better survival than mBuCy regimen in AML patients, especially in patients undergoing haploidentical HSCT.
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5.
Recombinant human thrombopoietin prior to mobilization chemotherapy facilitates platelet recovery in autologous transplantation in patients with lymphoma: Results of a prospective randomized study
Mo, H., Liu, P., Qin, Y., He, X., Han, X., Yao, J., Su, W., Zhang, S., Tang, L., Zhao, F., et al
Chronic diseases and translational medicine. 2021;7(3):190-198
Abstract
BACKGROUND Chemotherapy plus granulocyte colony-stimulating factor (GCSF) regimen is one of the available approaches to mobilize peripheral blood progenitor cells (PBPCs). It causes thrombocytopenia and delays leukapheresis. This study aimed to evaluate the role of recombinant human thrombopoietin (rhTPO) before mobilization chemotherapy in facilitating leukapheresis in patients with lymphoma. METHODS In this randomized open-label phase 2 trial, patients were randomly assigned in a 1:2 ratio to receive mobilization with rhTPO plus GCSF in combination with chemotherapy (the rhTPO plus GCSF arm) or GCSF alone in combination with chemotherapy (the GCSF alone arm). The recovery of neutrophils and platelets and the amount of platelet transfusion were monitored. RESULTS Thirty patients were enrolled in this study between March 2016 and August 2018. Patients in the rhTPO plus GCSF arm (n = 10) had similar platelet nadir after mobilization chemotherapy (P=0.878) and similar amount of platelet transfusion (median 0 vs. 1 unit, P=0.735) when compared with the GCSF alone arm (n = 20). On the day of leukapheresis, the median platelet count was 86 × 10(9)/L (range 18-219) among patients who received rhTPO and 73 × 10(9)/L (range 42-197) among those who received GCSF alone (P=0.982). After the use of rhTPO, the incidence of platelet count <75 × 10(9)/L on the day of leukapheresis did not decrease significantly (30.0% vs. 50.0%, P=0.297). Platelet recovery after PBPC transfusion was more rapid in the rhTPO plus GCSF arm (median 8.0 days [95% confidence interval 2.9-13.1] to platelets =50 × 10(9)/L vs. 11.0 days [95% confidence interval 8.6-13.4], P=0.011). The estimated total cost of the mobilization and reconstitution phases per patient was similar between the two treatmtent groups (P=0.362 and P=0.067, respectively). CONCLUSIONS Our findings indicate that there was no significant clinical benefit of rhTPO use in facilitating mobilization of progenitor cells, but it may promote platelet recovery in the reconstitution phase after high-dose therapy. TRIAL REGISTRATION This trial has been registered in Clinicaltrials.gov as NCT03014102.
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6.
[Optimization of ATG dose in haploid hematopoietic stem cell transplantation for hematologic malignancies]
Zhou, X., Lu, X., Tang, L., Yan, H., Chen, W. L., Shi, W., Zhong, Z. D., You, Y., Xia, L. H., Hu, Y., et al
Zhonghua xue ye xue za zhi = Zhonghua xueyexue zazhi. 2020;41(7):557-563
Abstract
Objective: To compare the clinical efficacy of different doses of rabbit antithymocyte globulin (rATG) in haplo-HSCT in the treatment of hematologic malignancies. Methods: Malignant hematological patients treated at our hospital from March 2013 to December 2018 were retrospectively analyzed. These patients were divided into three groups as per three doses of ATG (6 mg/kg, 7.5 mg/kg, and 9 mg/kg) in the conditioning regimens. The transplant outcomes were compared in terms of the occurrence of acute graft versus host disease (GVHD) , infection, and survival. Results: ?Total 288 patients were enrolled in the study, including 182 men and 106 women, with a median age of 18 (6-62) years. Total 110 patients were diagnosed with acute lymphoblastic leukemia (ALL) , 128 with acute myelogenous leukemia (AML) , 8 with chronic myeloid leukemia (CML) , 28 with myelodysplastic syndrome (MDS) , and 14 with mixed cell leukemia (MAL) . There were 159 patients in the ATG-6 group, 72 in the ATG-7.5 group, and 57 in the ATG-9 group. The median follow-up time of post transplantation was 14 (0.2-74) months. ?The incidence of neutrophil engraftment (96.9% , 97.2% , and 96.5% , respectively) and platelet engraftment (92.5% , 87.5% , and 86% , respectively) did not significantly differ among the ATG-6, ATG-7.5, and ATG-9 groups (P=0.972, P=0.276) . The incidence of grades 2-4 acute GVHD was 14.5% , 11.1% , and 8.8% in the three groups, respectively (P=0.493) , chronic GVHD incidence in the three group was 8.8% , 14.3% and 12.0% , respectively (P=0.493) . The infection rates of CMV and EBV in the ATG-9 group (77.2% and 12.5% ) were significantly higher than those in the ATG-6 (43.3% and 3.5% ) , and ATG -7.5 group (44.4% and 1.5% ) (P<0.001 and P=0.033, respectively) . ?Among the three groups, there were no significant difference in the 3-year overall survival [68.5% (95% CI 60.3% -77.9% ) , 60.1% (95% CI 48.3% -74.8% ) , 64.7% (95% CI 51.9% -80.7% ) ], cumulative incidences of relapse [34.6% (95% CI 34.3% -35.1% ) , 38.0% (95% CI 37.3% -38.7% ) , 20.6% (95% CI 20.0% -21.3% ) ], disease-free survival [53.3% (95% CI 44.9% -63.4% ) , 51.9% (95% CI 41% -65.8% ) , 63.9% (95% CI 51.9% -78.7% ) ] and non-relapse mortality [24.2% (95% CI 23.8% -24.5% ) , 26.0% (95% CI 25.4% -26.6% ) , 23.6% (95% CI 26.3% -28.2% ) ] (P=0.648, P=0.165, and P=0.486 and P=0.955) . Conclusion: Low dose (6 mg/kg) of rATG may increase the risk of grade ?-? aGVHD, and a high dose (9 mg/kg) of ATG could significantly increase the risk of CMV and EBV infection. Median dose (7.5 mg/kg) of ATG is expected to reduce the incidence of moderate to severe aGVHD and viral infections without increasing the mortality.
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7.
Reduced-intensity versus Myeloablative Conditioning Regimens for Younger Adults with Acute Myeloid Leukemia and Myelodysplastic Syndrome: A systematic review and meta-analysis
Ma, S., Shi, W., Li, Z., Tang, L., Wang, H., Xia, L., Hu, Y.
Journal of Cancer. 2020;11(17):5223-5235
Abstract
Background: Historically, reduced-intensity conditioning (RIC) was recommended to be performed for older patients who were considered ineligible for myeloablative conditioning (MAC) before allogeneic hematopoietic stem cell transplantation (allo-HSCT). However, the evidence regarding the optimal conditioning intensity in younger patients with AML or MDS is weak and contradictory. Methods: PubMed, Medline, Embase, and other online sources were searched from the initial period to February 25, 2020. Odds ratios and 95% confidence intervals were calculated to estimate pooling effects. Results: Four randomized controlled trials (RCTs) about conditioning intensity involving 633 patients were included. There were no significant differences of 1/2/4/5 years progression-free survival (PFS) and relapse incidence (RI) between two conditioning intensities. Overall survival (OS) was similar at 1/2/4 years, but patients receiving RIC had a higher OS at 5 years. Additionally, RIC were associated with lower non-relapse mortality, less grade II-IV and grade III-IV acute graft-versus-host disease (GVHD), and lower incidence of chronic GVHD compared with MAC regimens. Subgroup analysis showed similar OS and RI for AML patients, and there was a trend towards lower NRM and grade II-IV aGVHD in RIC group. Available data for MDS indicated that OS, PFS, and RI were comparable. For intermediate-risk patients, there was no evidence that RIC is inferior to MAC. However, for high-risk patients, MAC tends to perform better. Conclusions: Based on the above results, it might be concluded that RIC is a feasible treatment option for adults with AML or MDS younger than 66 years, particularly those with intermediate-risk disease. Future RCTs incorporating of risk stratifications are warranted to guide the optimal decision under certain conditions.
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8.
Anti-CD19 CAR-T Therapy Bridging to Allo-HSCT for Relapsed/refractory B-cell Acute Lymphoblastic Leukemia: An Open-Label Pragmatic Clinical Trial
Jiang, H., Li, C., Yin, P., Guo, T., Liu, L., Xia, L., Wu, Y., Zhou, F., Ai, L., Shi, W., et al
American journal of hematology. 2019
Abstract
Chimeric antigen receptor-modified T-cell (CAR-T) therapy is effective and safe for patients with relapsed/refractory B-cell acute lymphoblastic leukemia (r/r B-ALL), but its value has been limited in terms of long-term leukemia-free survival. New strategies that can help CAR-T therapy achieve lasting effect are urgently warranted. This non-randomized interventional pragmatic clinical trial aimed to explore whether consolidative allogeneic hematopoietic stem cell transplantation (allo-HSCT) could improve the long-term prognosis of the minimal residual disease-negative complete remission (MRD(-) CR) patients after CAR-T therapy. In the first stage, 58 r/r B-ALL patients received split doses of CAR-T cells after lymphodepleting chemotherapy, and 51 (87.9%) achieved CR. In the second stage, 21/47 MRD(-) CR patients without previous allo-HSCT and contraindications or other restrictions, on their own accord, received consolidative allo-HSCT within three months after CAR-T therapy. There was no difference in overall survival (OS) between the MRD(-) CR patients who received allo-HSCT and those who didn't, but event-free survival (EFS) and relapse-free survival (RFS) were significantly prolonged by allo-HSCT in the subgroups with either high (≥ 5%) pre-infusion bone marrow MRD assessed by flow cytometry (BM-FCM-MRD) or poor prognostic markers (P < 0.05). However, no difference was found in EFS and RFS for patients with pre-infusion BM-FCM-MRD < 5% and without poor prognostic markers (P > 0.05). To conclude, CAR-T therapy bridging to allo-HSCT is a safe and effective therapeutic strategy for r/r B-ALL patients, and may prolong their EFS and RFS, especially when they have high pre-infusion BM-FCM-MRD or poor prognostic markers. This article is protected by copyright. All rights reserved.
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9.
[The clinical observation of serum specific biomarkers in patients with chronic graft-versus-host disease]
Chen, T., Li, X. P., Zhang, C., Kong, P. Y., Gao, Q. G., Tang, L., Wang, R., Yang, S. J., Gao, L., Liu, Y., et al
Zhonghua xue ye xue za zhi = Zhonghua xueyexue zazhi. 2019;40(11):948-952
Abstract
Objective: Chronic graft-versus-host disease (cGVHD) is a major long-term complication after allogeneic hematopoietic stem cell transplantation (allo-HSCT) . It is important to study the changes of serum biomarkers expression in patients for early diagnosis and treatment. Methods: The expression levels of five serum protein markers (IL-1b, IL-16, CXCL9, CCL19, CCL17) in patients with or without cGVHD after allo-HSCT were detected by liquid suspension microarray. Results: Compared with the control group without cGVHD, the expression levels of CXCL9 and CCL17 in serum of patients with cGVHD were significantly increased (P<0.05) . CCL17 was correlated with the severity of cGVHD (P<0.001) . CXCL9 was significantly increased in the serum of patients with skin lesion (P<0.01) , and CCL17 was significantly expressed in cGVHD patients with liver as the target organ (P<0.01) . Conclusion: The combination of CXCL9 and CCL17 can be used as serum biomarkers of cGVHD, which has certain reference value in assisting the diagnosis and evaluation of cGVHD severity.
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10.
Unrelated donor peripheral blood stem cell transplantation for patients with beta-thalassaemia major based on a novel conditioning regimen
Sun, L., Wang, N., Chen, Y., Tang, L., Xing, C., Lu, N., Shi, Y., Ma, Y., Lin, F., Yu, K., et al
Biology of blood and marrow transplantation : journal of the American Society for Blood and Marrow Transplantation. 2019
Abstract
Allogeneic hematopoietic stem cell transplantation (Allo-HSCT) is the only available curative treatment for patients with beta-thalassemia major (beta-TM). However, the problem of finding a suitable sibling donor (SD) with well-matched human leukocyte antigens (HLAs) is still a major obstacle to curing these patients. With the progress in high-resolution HLA typing technology and supportive care, outcomes after allo-HSCT from a HLA-well-matched unrelated donor (UD) now approach those of well-matched SDs. However, UD-HSCT is hampered by an increased risk of graft-versus-host disease (GVHD) and transplant-related mortality (TRM). Here we report the outcome of transplantation in beta-TM patients using a novel WZ-14-TM transplant protocol, based on cyclophosphamide, intravenous busulfan, fludarabine, and antithymocyte globulin, in our center. Forty-eight patients between 2 and 11 years of age with beta-TM received HLA-well-matched UD peripheral blood stem cell transplantation (PBSCT) following the WZ-14-TM protocol. All of the transplanted patients achieved donor engraftment. The incidences of grade II-IV acute and chronic GVHD were 8.3% and 8.3%, respectively. The overall survival (OS) and thalassaemia-free survival (TFS) rates were both 100%. This encouraging result suggests that the WZ-14-TM protocol is a feasible and safe conditioning regime for beta-TM patients undergoing UD-HSCT.