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Peng L, Zou L, Liu X. Group-Based Trajectory Modeling of Platelet in Patients with Aplastic Anemia: A Study Based on the MIMIC Database. Mediterr J Hematol Infect Dis 2025; 17:e2025012. [PMID: 40084103 PMCID: PMC11906122 DOI: 10.4084/mjhid.2025.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Accepted: 02/04/2025] [Indexed: 03/16/2025] Open
Abstract
Background Platelets are the main components supporting coagulation and hemostasis. Nevertheless, no sufficient research has been done on how variations in platelet counts during hospital stays affect aplastic anemia (AA) patients' prognoses. Objective This study proposes to evaluate the association between alterations in platelet levels and illness risk in patients with AA using group-based trajectory modeling (GBTM). Methods GBTM was used to group AA patients based on changes in platelet levels. Cox regression models were used to evaluate the relationship between platelet levels and patients' 30-day survival status. Kaplan-Meier (K-M) survival curve analysis was used to assess the impact of platelet transfusion on survival among different trajectory groups of patients. Results Three trajectory patterns were recognized by GBTM: Class 1, Class 2, and Class 3. Even after controlling for confounding variables, the Cox risk estimates showed that AA patients had a higher chance of surviving in Class 1 (OR>1, P<0.05). Class 2 patients had the greatest survival, according to K-M (Log-rank P<0.001). According to landmark research, Class 1 patients' survival was not improved by platelet transfusion. Conclusion Patients with AA who had increasing platelet trajectories during their hospital stay had a higher 30-day survival rate; hence, patients with low platelet counts might not be good candidates for platelet transfusion treatment.
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Affiliation(s)
- Lang Peng
- Department of Hematology, The Fourth Hospital of Changsha (Integrated Traditional Chinese and Western Medicine Hospital of Changsha, Changsha Hospital of Hunan Normal University), Changsha City, Hunan Province, 410006, China
| | - Lixin Zou
- Department of Hematology, The Fourth Hospital of Changsha (Integrated Traditional Chinese and Western Medicine Hospital of Changsha, Changsha Hospital of Hunan Normal University), Changsha City, Hunan Province, 410006, China
| | - Xiaoliu Liu
- Department of Hematology, The Fourth Hospital of Changsha (Integrated Traditional Chinese and Western Medicine Hospital of Changsha, Changsha Hospital of Hunan Normal University), Changsha City, Hunan Province, 410006, China
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Zhou Z, Gao Y, Li X, Ren J, Liu Y, Li J. The clinical characteristics of patients with acute leukemia or stem cell transplantation exhibiting immune based platelet refractoriness. Transfus Apher Sci 2020; 59:102725. [PMID: 31974031 DOI: 10.1016/j.transci.2020.102725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Revised: 12/01/2019] [Accepted: 12/23/2019] [Indexed: 12/01/2022]
Abstract
BACKGROUND To investigate the related factors influencing immune platelet transfusion refractoriness (PTR) in acute leukemia (AL) from induction to consolidation and compare management for immune PTR, so as to improve the Platelet increment in AL. METHODS The primary analysis included 890 patients with AL, 225 of whom were the immune PTR (25 %).They are patients in our center from induction to consolidation or transplantation in the past 10 years. Flow cytometry, karyotype characteristics and other basic information were compared between the immune PTR vs control (no-PTR) groups. We analyzed the treatment outcomes of immune PTR including matched platelets, intravenous immunoglobulin (IVIG), increasing apheresis platelet does. RESULTS Immune PTR is more likely to occur in patients with poor prognosis in acute lymphoblastic leukemia (ALL) (P = 0.01).There is a relation between NPM1 mutation and occurrence of immune PTR (P = 0.029).The incidence of PTR at 35-59Y was higher than that at <35Y(OR = 0.68, 95 % CI = 0.48-0.96) and ≥60Y(OR = 0.49,95 % CI = 0.28-0.83), and the difference was statistically significant(P = 0.03, P = 0.01).The Platelet increment with 1 unit (u) was 47.12 %, 2 u increased to 71.14 %, and the matched 2 u (75.11 %) had the best effect. IVIG improved the Platelet increment, but there was no difference between 0.4 g/kg IVIG and 1 g/kg IVIG. Immune PTR is more likely to occur in the ages of 35-60 years. CONCLUSION There are specific AL patient characteristics which predispose to the phenomenon of immune based PTR. Meanwhile, increasing the IVIG dose could not improve Platelet increment obviously.
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Affiliation(s)
- Zhenhai Zhou
- Department of Hematology, The First Affiliated Hospital, Sun Yat-sen University, 58 zhongshan er ave, Guangzhou, China.
| | - Yixin Gao
- Department of Blood Transfusion, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xiaoyin Li
- Department of Radiology Intervention, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Jun Ren
- Department of Blood Transfusion, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yuxuan Liu
- Department of Hematology, The First Affiliated Hospital, Sun Yat-sen University, 58 zhongshan er ave, Guangzhou, China
| | - Juan Li
- Department of Hematology, The First Affiliated Hospital, Sun Yat-sen University, 58 zhongshan er ave, Guangzhou, China
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3
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Tao S, Chen S, Hong X, He J, Zhu F. Novel method for simultaneously detecting HPA and HLA antibodies using Luminex microbeads. J Transl Med 2019; 17:249. [PMID: 31382976 PMCID: PMC6683390 DOI: 10.1186/s12967-019-2002-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Accepted: 07/27/2019] [Indexed: 11/25/2022] Open
Abstract
Background Alloantibodies against human platelet antigens (HPAs) and human leukocyte antigen (HLA) are implicated in several immune-mediated platelet disorders. Detection of these antibodies is crucial in the diagnosis and management of these disorders. The aim of this study was to establish a novel method to simultaneously detect HPA-1, HPA-2, HPA-3, HPA-5 and HLA antibodies with Luminex microbeads technology. Methods Monoclonal antibodies specific for platelet glycoproteins and HLA class I molecules were separately coupled to the Luminex microbeads. We validated specificity of the Luminex platform using the following antibodies: anti-HPA-1a, anti-HPA-2b, anti-HPA-3a, anti-HPA-5a, and anti-HLA positive samples. Sensitivity was evaluated by a serial dilution (from neat to 1/1024) using the following antibodies: anti-HPA-1a, anti-HPA-3a standard sera, and anti-HPA-5a positive serum. Serum samples were collected from 36 neonatal alloimmune thrombocytopenia (NAIT) patients suspected of having HPA or HLA antibodies and 8 samples from ISBT platelet workshop were tested using the Luminex assay. Results The Luminex assay detected all antibodies tested from the known samples. The sensitivities of the Luminex assay detecting anti-HPA-1a, anti-HPA-3a, and anti-HPA-5a were 1:512, 1:64, and 1:128, respectively. The sensitivity of Luminex assay was higher than monoclonal antibody immobilization of platelet antigen method (MAIPA). No cross-reactivity was observed in the samples containing multi-platelet antibodies or mixture antibodies against HPA and HLA. The results of 44 samples with platelet disorders were consistent with those of the same samples processed with the MAIPA assay. Conclusion Luminex microbeads coupled with monoclonal antibodies could be successfully used to detect HPA and HLA antibodies simultaneously, especially with high sensitivity in detecting HPA antibodies.
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Affiliation(s)
- Sudan Tao
- Blood Center of Zhejiang Province, Jianye Road 789, Hangzhou, 310052, Zhejiang, China.,Key Laboratory of Blood Safety Research, Zhejiang Province, Jianye Road 789, Hangzhou, 310052, Zhejiang, China
| | - Shu Chen
- Blood Center of Zhejiang Province, Jianye Road 789, Hangzhou, 310052, Zhejiang, China.,Key Laboratory of Blood Safety Research, Zhejiang Province, Jianye Road 789, Hangzhou, 310052, Zhejiang, China
| | - Xiaozhen Hong
- Blood Center of Zhejiang Province, Jianye Road 789, Hangzhou, 310052, Zhejiang, China.,Key Laboratory of Blood Safety Research, Zhejiang Province, Jianye Road 789, Hangzhou, 310052, Zhejiang, China
| | - Ji He
- Blood Center of Zhejiang Province, Jianye Road 789, Hangzhou, 310052, Zhejiang, China.,Key Laboratory of Blood Safety Research, Zhejiang Province, Jianye Road 789, Hangzhou, 310052, Zhejiang, China
| | - Faming Zhu
- Blood Center of Zhejiang Province, Jianye Road 789, Hangzhou, 310052, Zhejiang, China. .,Key Laboratory of Blood Safety Research, Zhejiang Province, Jianye Road 789, Hangzhou, 310052, Zhejiang, China.
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Millar D, Murphy L, Labrie A, Maurer-Spurej E. Routine Screening Method for Microparticles in Platelet Transfusions. J Vis Exp 2018. [PMID: 29443045 PMCID: PMC5912315 DOI: 10.3791/56893] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Platelet inventory management based on screening microparticle content in platelet concentrates is a new quality improvement initiative for hospital blood banks. Cells fragment off microparticles (MP) when they are stressed. Blood and blood components may contain cellular fragments from a variety of cells, most notably from activated platelets. When performing their roles as innate immune cells and major players in coagulation and hemostasis, platelets change shape and generate microparticles. With dynamic light scattering (DLS)-based microparticle detection, it is possible to differentiate activated (high microparticle) from non-activated (low microparticle) platelets in transfusions, and optimize the use of this scarce blood product. Previous research suggests that providing non-activated platelets for prophylactic use in hematology-oncology patients could reduce their risk of becoming refractory and improve patient care. The goal of this screening method is to routinely differentiate activated from non-activated platelets. The method described here outlines the steps to be performed for routine platelet inventory management in a hospital blood bank: obtaining a sample from a platelet transfusion, loading the sample into the capillary for DLS measurement, performing the DLS test to identify microparticles, and using the reported microparticle content to identify activated platelets.
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Affiliation(s)
| | - Larry Murphy
- Quality Engineering & Regulatory, LightIntegra Technology Inc
| | | | - Elisabeth Maurer-Spurej
- Research & Development, LightIntegra Technology Inc.; Department of Pathology and Laboratory Medicine; Center for Blood Research, University of British Columbia; Canadian Blood Services;
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Hong X, Chen S, Ying Y, Liu Y, Xu X, He J, Zhu F. Simultaneous genotyping of human platelet alloantigen-1 to 28bw systems by multiplex polymerase chain reaction sequence-based typing. Vox Sang 2017; 112:360-366. [PMID: 28370062 DOI: 10.1111/vox.12507] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Revised: 01/11/2017] [Accepted: 01/23/2017] [Indexed: 02/02/2023]
Abstract
BACKGROUND AND OBJECTIVES Human platelet alloantigen (HPA) genotyping is important for the diagnosis and prevention the alloimmune platelet disorders. In this study, a simultaneous genotyping method for HPA-1 to -28bw systems was established using multiplex PCR-SBT and the frequencies of genotypes and alleles of HPA-1 to -28bw systems in the Zhejiang Han population were analysed. MATERIALS AND METHODS The specific primers were designed according to the nucleotide sequences of HPA-1 to 28bw systems which are located in ITGB3, GP1BA, ITGA2B, ITGA2, GP1BB and CD109, respectively. The multiplex PCR amplification systems were used, and then, the amplicons were purified and sequenced. A total of 335 healthy volunteer blood donors were detected. RESULTS The genotypes of ten reference samples from Platelet Immunology Workshop of ISBT were in concordance with the known genotypes. Among the 28 HPA systems, HPA a and b alleles were found in HPA-1 to 6w, HPA-15 and HPA-21w systems in the Chinese Han population, while only HPA aa genotype was detected in the other HPA systems. The frequencies of HPA-1a and HPA-1b were 0·993 and 0·007, with 0·943 and 0·057 for HPA-2a and HPA-2b, 0·527 and 0·473 for HPA-3a and HPA-3b, 0·997 and 0·003 for HPA-4a and HPA-4b, 0·991 and 0·009 for HPA-5a and HPA-5b, 0·980 and 0·020 for HPA-6wa and HPA-6wb, 0·508 and 0·492 for HPA-15a and HPA-15b and 0·994 and 0·006 for HPA-21wa and HPA-21wb. CONCLUSIONS One multiplex PCR-SBT method for HPAs was established and the data of the study could help to prevent and treat for alloimmune thrombocytopenia.
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Affiliation(s)
- X Hong
- Blood Center of Zhejiang Province, Hangzhou, Zhejiang, China.,Key Laboratory of Blood Safety Research, Ministry of Health, Hangzhou, Zhejiang, China.,Zhejiang Provincial Key Laboratory of Blood Safety Research, Hangzhou, Zhejiang, China
| | - S Chen
- Blood Center of Zhejiang Province, Hangzhou, Zhejiang, China.,Key Laboratory of Blood Safety Research, Ministry of Health, Hangzhou, Zhejiang, China.,Zhejiang Provincial Key Laboratory of Blood Safety Research, Hangzhou, Zhejiang, China
| | - Y Ying
- Blood Center of Zhejiang Province, Hangzhou, Zhejiang, China.,Key Laboratory of Blood Safety Research, Ministry of Health, Hangzhou, Zhejiang, China.,Zhejiang Provincial Key Laboratory of Blood Safety Research, Hangzhou, Zhejiang, China
| | - Y Liu
- Blood Center of Zhejiang Province, Hangzhou, Zhejiang, China.,Key Laboratory of Blood Safety Research, Ministry of Health, Hangzhou, Zhejiang, China.,Zhejiang Provincial Key Laboratory of Blood Safety Research, Hangzhou, Zhejiang, China
| | - X Xu
- Blood Center of Zhejiang Province, Hangzhou, Zhejiang, China.,Key Laboratory of Blood Safety Research, Ministry of Health, Hangzhou, Zhejiang, China.,Zhejiang Provincial Key Laboratory of Blood Safety Research, Hangzhou, Zhejiang, China
| | - J He
- Blood Center of Zhejiang Province, Hangzhou, Zhejiang, China.,Key Laboratory of Blood Safety Research, Ministry of Health, Hangzhou, Zhejiang, China.,Zhejiang Provincial Key Laboratory of Blood Safety Research, Hangzhou, Zhejiang, China
| | - F Zhu
- Blood Center of Zhejiang Province, Hangzhou, Zhejiang, China.,Key Laboratory of Blood Safety Research, Ministry of Health, Hangzhou, Zhejiang, China.,Zhejiang Provincial Key Laboratory of Blood Safety Research, Hangzhou, Zhejiang, China
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