1.Analysis of hemolysis‑associated acute myeloid leukemia genes obtained using weighted gene co‑expression network analysis and a Mendelian randomization study
Rui ZHANG ; Yan ZANG ; Linguo WAN ; Hui YU ; Zhanshan CHA ; Haihui GU
Blood Research 2025;60():24-
Purpose:
We used bioinformatics methods and Mendelian randomization (MR) analysis to investigate the hub genes involved in acute myeloid leukemia (AML) and their causal relationship with hemolysis, to explore a new direction for molecular biology research of AML.
Methods:
We first differentially analyzed peripheral blood samples from 62 healthy volunteers and 65 patients with AML from the Gene Expression Omnibus database to obtain differentially expressed genes (DEGs), and intersected them with genes sourced from weighted gene co-expression network analysis (WGCNA) and the GeneCards database to obtain target genes. Target genes were screened using protein–protein interaction (PPI) network analysis and ROC curves to identify genes associated with AML. Finally, we analyzed the correlation between genes and immune cells and the relationship between toll-like receptor 4 (TLR4) and AML using MR.
Results:
We compared peripheral blood expression profiles using an array of 62 healthy volunteers (GSE164191) and 65 patients with AML (GSE89565) (M0:25; M1:11; M2:10; M3:1; M4:7; M4 eo t [16;16] ou inv [16]:4; M5:6; M6:1) and obtained 7,339 DEGs (3,733 upregulated and 3,606 downregulated). We intersected these DEGs with 4,724 genes from WGCNA and 1,330 genes related to hemolysis that were identified in the GeneCards database to obtain 190 target genes. After further screening these genes using the PPI network, we identified TLR4, PTPRC, FCGR3B, STAT1, and APOE, which are closely associated with hemolysis in patients with AML. Finally, we found a causal relationship between TLR4 and AML occurrence using MR analysis (p < 0.05).
Conclusion
We constructed a WGCNA-based co-expression network and identified hemolysis-associated AML genes.
2.Analysis of hemolysis‑associated acute myeloid leukemia genes obtained using weighted gene co‑expression network analysis and a Mendelian randomization study
Rui ZHANG ; Yan ZANG ; Linguo WAN ; Hui YU ; Zhanshan CHA ; Haihui GU
Blood Research 2025;60():24-
Purpose:
We used bioinformatics methods and Mendelian randomization (MR) analysis to investigate the hub genes involved in acute myeloid leukemia (AML) and their causal relationship with hemolysis, to explore a new direction for molecular biology research of AML.
Methods:
We first differentially analyzed peripheral blood samples from 62 healthy volunteers and 65 patients with AML from the Gene Expression Omnibus database to obtain differentially expressed genes (DEGs), and intersected them with genes sourced from weighted gene co-expression network analysis (WGCNA) and the GeneCards database to obtain target genes. Target genes were screened using protein–protein interaction (PPI) network analysis and ROC curves to identify genes associated with AML. Finally, we analyzed the correlation between genes and immune cells and the relationship between toll-like receptor 4 (TLR4) and AML using MR.
Results:
We compared peripheral blood expression profiles using an array of 62 healthy volunteers (GSE164191) and 65 patients with AML (GSE89565) (M0:25; M1:11; M2:10; M3:1; M4:7; M4 eo t [16;16] ou inv [16]:4; M5:6; M6:1) and obtained 7,339 DEGs (3,733 upregulated and 3,606 downregulated). We intersected these DEGs with 4,724 genes from WGCNA and 1,330 genes related to hemolysis that were identified in the GeneCards database to obtain 190 target genes. After further screening these genes using the PPI network, we identified TLR4, PTPRC, FCGR3B, STAT1, and APOE, which are closely associated with hemolysis in patients with AML. Finally, we found a causal relationship between TLR4 and AML occurrence using MR analysis (p < 0.05).
Conclusion
We constructed a WGCNA-based co-expression network and identified hemolysis-associated AML genes.
3.Analysis of hemolysis‑associated acute myeloid leukemia genes obtained using weighted gene co‑expression network analysis and a Mendelian randomization study
Rui ZHANG ; Yan ZANG ; Linguo WAN ; Hui YU ; Zhanshan CHA ; Haihui GU
Blood Research 2025;60():24-
Purpose:
We used bioinformatics methods and Mendelian randomization (MR) analysis to investigate the hub genes involved in acute myeloid leukemia (AML) and their causal relationship with hemolysis, to explore a new direction for molecular biology research of AML.
Methods:
We first differentially analyzed peripheral blood samples from 62 healthy volunteers and 65 patients with AML from the Gene Expression Omnibus database to obtain differentially expressed genes (DEGs), and intersected them with genes sourced from weighted gene co-expression network analysis (WGCNA) and the GeneCards database to obtain target genes. Target genes were screened using protein–protein interaction (PPI) network analysis and ROC curves to identify genes associated with AML. Finally, we analyzed the correlation between genes and immune cells and the relationship between toll-like receptor 4 (TLR4) and AML using MR.
Results:
We compared peripheral blood expression profiles using an array of 62 healthy volunteers (GSE164191) and 65 patients with AML (GSE89565) (M0:25; M1:11; M2:10; M3:1; M4:7; M4 eo t [16;16] ou inv [16]:4; M5:6; M6:1) and obtained 7,339 DEGs (3,733 upregulated and 3,606 downregulated). We intersected these DEGs with 4,724 genes from WGCNA and 1,330 genes related to hemolysis that were identified in the GeneCards database to obtain 190 target genes. After further screening these genes using the PPI network, we identified TLR4, PTPRC, FCGR3B, STAT1, and APOE, which are closely associated with hemolysis in patients with AML. Finally, we found a causal relationship between TLR4 and AML occurrence using MR analysis (p < 0.05).
Conclusion
We constructed a WGCNA-based co-expression network and identified hemolysis-associated AML genes.
4.Comparative analysis of characteristics and functions of exosomes from human induced pluripotent stem cell-derived platelets and apheresis platelets
Weihua HUANG ; Yan ZANG ; Aihua QIN ; Ziyang FENG ; Heshan TANG ; Fei GUO ; Chuyan WU ; Qiu SHEN ; Baohua QIAN ; Haihui GU ; Zhanshan CHA
Chinese Journal of Blood Transfusion 2025;38(9):1154-1161
Objective: To compare the biological characteristics of human induced pluripotent stem cell-derived platelet exosomes (hiPSC-Plt-Exos) with those of conventional apheresis platelet exosomes (Plt-Exos), specifically focusing on their differential abilities to enhance the proliferation and migration of human umbilical cord mesenchymal stem cells (hUC-MSCs). Methods: Exosomes were isolated from hiPSC-derived Plt and apheresis Plt concentrate using size exclusion chromatography. These exosomes were then characterized through nanoparticle tracking analysis (NTA), transmission electron microscopy (TEM), and Western blotting. Co-culture experiments into hUC-MSCs were conducted with hiPSC-Plt-Exos and apheresis Plt-Exos, respectively. Their effects on the proliferation and migration of hUC-MSCs were assessed via cell proliferation assays and scratch tests. Results: hiPSC-Plt-Exos and apheresis Plt-Exos exhibited comparable particle sizes, morphological features (such as the characteristic cup-shaped structure), and surface markers (including CD9 and HSP70). Notably, hiPSC-Plt-Exos demonstrated a significantly greater ability to enhance the proliferation and migration of hUC-MSCs compared to apheresis Plt-Exos (P<0.05). These differences provide critical comparative data for their application in various clinical contexts. Conclusion: This study establishes a theoretical foundation for developing precise therapeutic strategies based on hiPSC-Plt-Exos. Furthermore, it underscores the necessity of selecting the appropriate type of exosomes according to the specific disease microenvironment to achieve optimal therapeutic outcomes.
5.Progress in the application of intraoperative autologous blood transfusion in liver tumor surgery
Wenlong LI ; Baohua QIAN ; Haihui GU
Chinese Journal of Blood Transfusion 2025;38(9):1259-1266
In liver tumor surgery, owing to the characteristics such as the abundant blood supply of the liver and the abnormal hyperplasia of tumor blood vessels, the risk of intraoperative hemorrhage is significantly elevated. Frequently, it is necessary to rely on allogeneic blood transfusion to maintain hemodynamic stability. It is well established that allogeneic blood transfusion poses risks such as immunosuppression and transmission of infectious agents, which may compromise postoperative recovery and long-term patient outcomes. Intraoperative autologous blood transfusion (IOABT) serves as a crucial strategy for blood conservation. The use of allogeneic blood can be effectively reduced by recovering, washing, and centrifuging blood from the patient's surgical field before transfusion to the patient. This article provides an overview of the application and research advancements in IOABT technology within the context of liver tumor surgery. It outlines the evolution of blood salvage techniques, core operational principles, and strategies to mitigate tumor cell dissemination, including the use of leukocyte filters and irradiation. Furthermore, it examines the clinical efficacy and safety of IOABT in both liver resection and liver transplantation, with particular attention to the potential risk of tumor cell reinfusion. Current evidence does not indicate an increased risk of tumor recurrence associated with this technique. Looking ahead, the integration of emerging technologies such as artificial intelligence, nanobiotechnology, and immunotherapy holds promise for further enhancing IOABT, ultimately enabling safer and more precise perioperative blood management strategies for patients undergoing liver tumor surgery.
6.Impact of intraoperative platelet and cryoprecipitate transfusion strategies on perioperative transfusion and outcomes in orthotopic heart transplant patients
Rui ZHANG ; Xiaoqin LUO ; Mei ZHOU ; Fengxiu YU ; Baohua QIAN ; Haihui GU
Chinese Journal of Blood Transfusion 2025;38(10):1313-1319
Objective: To retrospectively compare the impact of different intraoperative transfusion strategies for platelets and cryoprecipitate on perioperative blood usage and clinical outcomes in patients undergoing orthotopic heart transplant (OHT), thereby providing a reference for perioperative patient blood management. Methods: The clinical data of 65 patients who had undergone OHT at our hospital between 2020 and 2025 were retrospective collected. Patient demographics, underlying chronic conditions, and perioperative (preoperative, intraoperative, and postoperative) laboratory blood test results were analyzed. The transfusion volumes of intraoperative red blood cells, plasma, platelets, and cryoprecipitate were examined. Univariate and multivariate logistic regression models were employed to identify factors associated with perioperative outcomes. Results: A total of 65 patients received allogeneic blood transfusion during the perioperative period. The ultilization of intraoperative platelets and cryoprecipitate was as follows: simultaneous transfusion of both platelets and cryoprecipitate (at a 1∶1 ratio) was administered in 42 patients (64.62%), platelets alone in 12 patients (18.46%), and cryoprecipitate alone in 11 patients (16.92%). Patients who received simultaneous transfusion of platelets and cryoprecipitate (1∶1) (n=42) had a shorter ICU length of stay (32.45±10.18 d), while those who received either platelets or cryoprecipitate alone (n=23) had a significantly longer ICU length of stay (68±15.97 d). Patients receiving simultaneous intraoperative transfusion of platelets and cryoprecipitate also required fewer units of allogeneic red blood cells intraoperatively (median=4 units) and had a lower mortality rate (16.7%) than those receiving either product alone (26.1%), with a statistically significant difference (P=0.023). Multivariate logistic regression analysis indicated that the volume of cryoprecipitate transfused was an independent protective factor against postoperative allogeneic red blood cell transfusion (OR=0.344, 95% CI [0.177, 0.829], P=0.0159). Multivariate logistic regression also identified cryoprecipitate transfusion volume as an independent protective factor for ICU length of stay (OR=0.877, 95% CI [0.719, 0.986], P=0.0008), which was in line with the multivariate Cox regression results. Conclusion: In patients undergoing OHT, the intraoperative transfusion strategy for platelets and cryoprecipitate influences the volume of perioperative allogeneic red blood cell transfusion and patient mortality. Intraoperative cryoprecipitate transfusion volume is an independent protective factor against both postoperative allogeneic red blood cell transfusion and prolonged ICU length of stay. The establishment of a multidisciplinary collaborative blood management model, combined with the modification of perioperative blood utilization practices and the implementation of a comprehensive patient blood management strategy, can holistically ensure perioperative patient safety.
7.Clinical study on the application of universal red blood cells in emergency treatment for patients with hemorrhagic shock
Jinqi LI ; Mei ZHOU ; Xingyi WANG ; Rui ZHANG ; Yan ZANG ; Zhanshan CHA ; Bao hua QIAN ; Haihui GU
Chinese Journal of Blood Transfusion 2025;38(10):1320-1326
Objective: To evaluate the safety and efficacy of the emergency infusion protocol for universal red blood cells by analyzing its clinical application in patients treated at our hospital's war trauma and emergency center. Methods: Data were collected from 133 patients who received universal red blood cell transfusion in the war trauma center of our hospital from January 2016 to December 2024. The basic information, universal red blood cell transfusion volume, compatible blood components, transfusion volume, blood routine (Hb, Hct), liver and kidney function (ALT, AST, TBil, DBil, creatinine, etc.) and coagulation function (PT, APTT, Fib, etc.) before and after transfusion were retrospectively analyzed. Results: Among the 133 patients who received a total of 374 units of universal red blood cells, the 24-hour survival rate was 62.4% (83/133). Spearman correlation analysis showed a positive correlation between shock index and universal red blood cell transfusion volume (r=0.283, P<0.05). Patients were stratified by universal red blood cell transfusion volume (≤ 3 U vs ≥ 4 U). The low volume group had less homotypic red blood cell transfusion volume and total transfusion volume at different time points, and the difference was statistically significant: within 2 h [2(2, 4)vs 4(3, 7), P=0.033<0.05], 0~24 h [6(4, 9) vs 8(6, 14), P=0.028<0.05], total transfusion volume [13(8, 20)vs 19(12, 35), P=0.021<0.05]. No acute hemolytic transfusion reaction occurred within 24 hours after transfusion of universal red blood cell. Conclusion: Universal red blood cells are safe for use in emergency treatment. Furthermore, the shock index combined with the volume of universal red blood cells transfused can predict subsequent transfusion requirements and enables the early reservation of compatible blood, thereby preventing delayed resuscitation.
8.Construction and function validation of inducible immortalized gene integration vectors
Wei YUE ; Yue YANG ; Baohua QIAN ; Yanxin LI ; Haihui GU
Chinese Journal of Blood Transfusion 2024;37(12):1341-1349
[Abstract] [Objective] To construct inducible immortalization gene vectors for transfection into primary cells, enabling the establishment of a conditionally immortalized cell line that support their sustained cultivation and proliferation in vitro. [Methods] Using gene homologous recombination technology, the coding sequences (CDS) of immortalization genes-including human telomerase reverse transcriptase (hTERT), simian virus 40 large T antigen (SV40LT), acute myeloid leukemia fusion genes NUP98-KDM5A (N/K) and CBFA2T3-GLIS2 (C/G), as well as the proto-oncogene KRAS were precisely inserted into the tetracycline (Tet)-inducible eukaryotic expression lentiviral vector pLV2-TRE3GS-EGFP-MCS-3×FLAG-hPGK-Tet-On-SV40-Neo and the transposon PB-TRE3G-3×FLAG-T2A-Puro-SV40-PA. Lentiviral packaging, cell transfection, mRNA expression analysis, Western blotting for protein detection, green fluorescent protein (GFP) visualization, and cell proliferation assays were conducted to evaluate transfection efficiency and assess the regulatory effects of Tet on gene expression in 293T and MEF cells. [Results] The Tet-inducible lentiviral vectors pLV2-Tet-SV40LT, pLV2-Tet-N/K, and pLV2-Tet-C/G, along with the transposon vectors PB-Tet-hTERT, PB-Tet-SV40LT, PB-Tet-N/K, PB-Tet-C/G, and PB-Tet-KRAS, were successfully constructed. In 293T cells, the expression levels of all target genes were upregulated after transfection. In MEF cells, the immortalizing functions of SV40LT and N/K were validated. By modulating Tet addition, cell proliferation levels were effectively regulated, leading to the successful establishment of conditionally immortalized pLV2-SV40LT-MEF and pLV2-N/K-MEF cell lines. [Conclusion] The construction of Tet-inducible immortalizing gene vectors provides a technical foundation for establishing conditionally immortalized primary cell lines, thereby facilitating research on the large-scale in vitro production and expansion of blood cells, such as erythrocytes and platelets.
9.Progress in the construction of immortalized cells
Chinese Journal of Blood Transfusion 2024;37(9):1081-1090
【Objective】 In the process of proliferation and division, normal human cells reach the mortality stage M1 and mortality stage M2, which makes the cells stop division and apoptosis. This irreversible physiological process is also an inherent anti-tumor mechanism. The limited ability of cell proliferation limits its role in basic research, clinical application, bioengineering and other fields. The development of immortalized cell lines with stable, continuous proliferation and normal structure and function has become a hot and difficult point in the research of cell biology.Immortalized cells are important sources for the production of engineered blood cells.This review discusses the molecular research process of immortalization technology which is widely used at present and describes the technology of immortalized cell de-immortalization.
10.Research progress of methodological techniques of generation of platelets from induced pluripotent stem cells in vitro
Chinese Journal of Blood Transfusion 2023;36(9):851-856
Platelets play a role in hemostasis in vivo, and platelet transfusion is the main means to treat bleeding diseases caused by thrombocytopenia or platelet dysfunction. However, platelets are in short supply due to the increasing demand for platelet products in clinical, the limited number of blood donors and the disadvantages of platelet products such as short shelf life and bacteria contamination. Currently, induced pluripotent stem cells are considered an ideal source for producing platelets in vitro. They have the potential for self-renewal and differentiation into any cell type, and can be obtained and manipulated easily. Given the recent advances in megakaryocytic series, bioreactors, feeder-free cell production and large-scale propagation research, platelet preparations derived from induced pluripotent stem cells have gradually shown great potential for clinical applications. Considering the minimal risk of alloimmunization and tumorigenesis with these blood products, they are promising to become the standard source of future blood transfusions. This paper reviews the research progress of the methodological techniques of in vitro generation of platelets from induced pluripotent stem cells.

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