1.Validation of a predictive model for platelet transfusion refractoriness in patients with hematological diseases
Xiulan HUANG ; Shuhan YUE ; Qun CAI ; Liqi LU ; Mengzhen HE ; Qiao LEI ; Caoyi LIU ; Jingwei ZHANG
Chinese Journal of Blood Transfusion 2025;38(4):537-545
[Objective] To validate and optimize the platelet transfusion refractoriness (PTR) prediction model for patients with hematological disorders established by our center. [Methods] The data of patients with hematological diseases who received platelet transfusions from December 2021 to December 2022 were used as the training set, and data from January 2023 to December 2023 as the validation set. The validation set data was used to validate the predictive model constructed on the training set. Relevant risk factors for PTR were collected through literature review and preliminary studies。 The patients were divided into effective and ineffective groups according to the corrected count increment (CCI) of platelet counts. Predictive factors were screened using univariate and multivariate logistic regression. The calibration of the model were assessed via calibration curves, while discrimination, accuracy, sensitivity, and specificity were evaluated using receiver operating characteristic (ROC) curves Clinical utility was further analyzed with decision curve analysis (DCA). [Results] The Hosmer-Lemeshow (H-L) goodness-of-fit test for the validation set yielded S: P=0.000, indicating that the original model needs optimization. Baseline comparisons and logistic regression identified the number of red blood cell units (RBCU) and platelet units (PLT-U) transfused as key predictors for the optimized model. The H-L goodness-of-fit test S: P values for the training and validation sets were 0.930 and 0.056, respectively; the ROC areas were 0.793 5 and 0.809 4, specificities 90.95% and 84.21%, sensitivities 59.26% and 70.04%, and accuracies 78.14% and 74.10%, respectively. DCA demonstrated clinical net benefit within a prediction probability threshold range of 0.2-0.8. [Conclusion] Transfusion volumes of RBC-U and PLT-U were inversely associated with PTR in hematological patients. The resulting PTR prediction model exhibits moderate predictive efficacy and clinical benefit.
2.Sputum metabolomics study in patients with occupational coal workers′ pneumoconiosis
Yiming ZHANG ; Qiufang QU ; Qingnan ZHOU ; Shuhan GUO ; Le LIU ; Yuke WANG ; Zhenlin HE ; Sanqiao YAO
China Occupational Medicine 2025;52(3):241-248
Objective To investigate the sputum metabolic profiles of patients with occupational coal workers' pneumoconiosis (CWP) by an untargeted metabolomics method, and to identify relevant differential metabolic pathways and potential biomarkers. Methods A total of 12 male patients with stage Ⅰ CWP were selected as the CWP group, and 16 healthy male individuals were selected as the control group, using a judgmental sampling method. Sputum metabolites of individuals in both groups were detected to perform non-targeted metabolomic analysis using the ultra-performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometry. Differential metabolites (DMs) and their pathways were screened using principal component analysis, partial least squares discriminant analysis, and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis. Potential biomarkers were analyzed and identified via the receiver operating characteristic curve (ROC). Results There were apparent metabolic alterations observed in sputum of CWP patients compared with healthy controls. In the positive ion mode, a total of 42 DMs were identified in sputum from CWP patients, including 19 downregulated and 23 upregulated metabolites. In the negative ion mode, a total of 25 DMs were identified in sputum from CWP patients, including 16 downregulated and 9 upregulated metabolites. KEGG enrichment analysis of sputum from CWP patients showed that seven DMs pathways were enriched in ABC transporters, histidine metabolism, phenylalanine metabolism, arachidonic acid metabolism, linoleic acid metabolism, purine metabolism, and oxidative phosphorylation, involving 26 DMs. ROC analysis indicated that 16(R)-hydroxyarachidonic acid, pyrophosphate, and 2-hydroxyphenylacetate of these 26 DMs may serve as potential biomarkers for CWP. Conclusion Sputum metabolomic profiles were altered in CWP patients compared with healthy controls. The potential biomarkers of CWP prevention and treatment are 16(R)-hydroxyarachidonic acid, pyrophosphate, and 2-hydroxyphenylacetate.
3.Chidamide triggers pyroptosis in T-cell lymphoblastic lymphoma/leukemia via the FOXO1/GSDME axis.
Xinlei LI ; Bangdong LIU ; Dezhi HUANG ; Naya MA ; Jing XIA ; Xianlan ZHAO ; Yishuo DUAN ; Fu LI ; Shijia LIN ; Shuhan TANG ; Qiong LI ; Jun RAO ; Xi ZHANG
Chinese Medical Journal 2025;138(10):1213-1224
BACKGROUND:
T-cell lymphoblastic lymphoma/acute lymphoblastic leukemia (T-LBL/ALL) is an aggressive form of hematological malignancy associated with poor prognosis in adult patients. Histone deacetylases (HDACs) are aberrantly expressed in T-LBL/ALL and are considered potential therapeutic targets. Here, we investigated the antitumor effect of a novel HDAC inhibitor, chidamide, on T-LBL/ALL.
METHODS:
HDAC1, HDAC2 and HDAC3 levels in T-LBL/ALL cell lines and patient samples were compared with those in normal controls. Flow cytometry, transmission electron microscopy, and lactate dehydrogenase release assays were conducted in Jurkat and MOLT-4 cells to assess apoptosis and pyroptosis. A specific forkhead box O1 (FOXO1) inhibitor was used to rescue pyroptosis and upregulated gasdermin E (GSDME) expression caused by chidamide treatment. The role of the FOXO1 transcription factor was evaluated by dual-luciferase reporter and chromatin immunoprecipitation assays. The efficacy of chidamide in vivo was evaluated in a xenograft mouse.
RESULTS:
The expression of HDAC1, HDAC2 and HDAC3 was significantly upregulated in T-LBL/ALL. Cell viability was obviously inhibited after chidamide treatment. Pyroptosis, characterized by cell swelling, pore formation on the plasma membrane and lactate dehydrogenase leakage, was identified as a new mechanism of chidamide treatment. Chidamide triggered pyroptosis through caspase 3 activation and GSDME transcriptional upregulation. Chromatin immunoprecipitation assays confirmed that chidamide led to the increased transcription of GSDME through a more relaxed chromatin structure at the promoter and the upregulation of FOXO1 expression. Moreover, we identified the therapeutic effect of chidamide in vivo .
CONCLUSIONS
This study suggested that chidamide exerts an antitumor effect on T-LBL/ALL and promotes a more inflammatory form of cell death via the FOXO1/GSDME axis, which provides a novel choice of targeted therapy for patients with T-LBL/ALL.
Humans
;
Pyroptosis/drug effects*
;
Forkhead Box Protein O1/genetics*
;
Aminopyridines/pharmacology*
;
Animals
;
Mice
;
Benzamides/pharmacology*
;
Cell Line, Tumor
;
Precursor T-Cell Lymphoblastic Leukemia-Lymphoma/drug therapy*
;
Phosphate-Binding Proteins/metabolism*
;
Histone Deacetylase Inhibitors/pharmacology*
;
Jurkat Cells
;
Histone Deacetylases/metabolism*
;
Apoptosis/drug effects*
;
Gasdermins
4.EvoNB: A protein language model-based workflow for nanobody mutation prediction and optimization.
Danyang XIONG ; Yongfan MING ; Yuting LI ; Shuhan LI ; Kexin CHEN ; Jinfeng LIU ; Lili DUAN ; Honglin LI ; Min LI ; Xiao HE
Journal of Pharmaceutical Analysis 2025;15(6):101260-101260
The identification and optimization of mutations in nanobodies are crucial for enhancing their therapeutic potential in disease prevention and control. However, this process is often complex and time-consuming, which limit its widespread application in practice. In this study, we developed a workflow, named Evolutionary-Nanobody (EvoNB), to predict key mutation sites of nanobodies by combining protein language models (PLMs) and molecular dynamic (MD) simulations. By fine-tuning the ESM2 model on a large-scale nanobody dataset, the ability of EvoNB to capture specific sequence features of nanobodies was significantly enhanced. The fine-tuned EvoNB model demonstrated higher predictive accuracy in the conserved framework and highly variable complementarity-determining regions of nanobodies. Additionally, we selected four widely representative nanobody-antigen complexes to verify the predicted effects of mutations. MD simulations analyzed the energy changes caused by these mutations to predict their impact on binding affinity to the targets. The results showed that multiple mutations screened by EvoNB significantly enhanced the binding affinity between nanobody and its target, further validating the potential of this workflow for designing and optimizing nanobody mutations. Additionally, sequence-based predictions are generally less dependent on structural absence, allowing them to be more easily integrated with tools for structural predictions, such as AlphaFold 3. Through mutation prediction and systematic analysis of key sites, we can quickly predict the most promising variants for experimental validation without relying on traditional evolutionary or selection processes. The EvoNB workflow provides an effective tool for the rapid optimization of nanobodies and facilitates the application of PLMs in the biomedical field.
5.Risk factors for recurrent intracerebral hemorrhage
Xinyue YANG ; Shuhan LIU ; Shaojun WANG
International Journal of Cerebrovascular Diseases 2025;33(1):52-58
Spontaneous intracerebral hemorrhage (ICH) is the second common subtype of stroke, characterized by high incidence, high mortality and high disability rates. The recurrent ICH not only brings physical pain to patients, but also increases the burden on families and society. In recent years, researches on the risk factors for recurrent ICH have been increasing day by day. This article reviews the risk factors for recurrent ICH from the perspectives of clinical features, biomarkers, and imaging characteristics, in order to provide a basis for the secondary prevention of ICH.
6.Cerebral autoregulation in cerebral small vessel disease
Furong LI ; Ya'nan ZHANG ; Shuhan LIU ; Weiwei DONG ; Xiaowen SUI ; Xin PAN ; Hongling ZHAO
International Journal of Cerebrovascular Diseases 2025;33(5):383-386
Cerebral blood flow directly affects the metabolism of substances and neural activity in the brain, and is closely associated with the occurrence and development of cerebral small vessel disease (CSVD). Multiple studies have revealed that various imaging biomarkers in patients with CSVD, such as lacunar infarction, enlarged perivascular spaces, cerebral microbleeds, cerebral atrophy, and white matter hyperintensities, are closely associated with cerebral autoregulation (CA) function. Therefore, understanding the regulatory mechanism of CA in patients with CSVD is of great significance for delaying the further development of CSVD, improving cerebral ischemia and cognitive impairment. This article reviews the correlation and mechanism between CA and CSVD.
7.Efficacy of transarterial chemoembolization combined with targeted therapy and immunotherapy in treating advanced hepatocellular carcinoma
Jun YANG ; Luyang LI ; Haoming LI ; Tian XIA ; Tao ZHANG ; Meng PU ; Yingbo MA ; Shuhan ZHANG ; Chengli LIU
Journal of Interventional Radiology 2025;34(4):398-402
Objective To discuss the efficacy of transcatheter arterial chemoembolization(TACE)in combination with targeted therapy and immune checkpoint inhibitors for advanced hepatocellular carcinoma(HCC),and to identify the influencing factors.Methods A total of 60 patients with advanced HCC,who were admitted to the Air Force Medical Center of China from January 2016 to December 2022,were enrolled in this study.Thirty patients received TACE combined with targeted therapy and immune checkpoint inhibitors(TACE-L-P group),and the other 30 patients received TACE combined with targeted therapy(TACE-L group).The progression-free survival(PFS),overall survival(OS),disease control rate(DCR),and objective response rate(ORR)were compared between the two groups.Results In the TACE-L group and TACE-L-P group,the median PFS(mPFS)was 7 months and 10 months respectively(P=0.011),the median OS(mOS)was 15.5 months and 29 months respectively(P=0.014).Child-Pugh class B(HR=3.89,95%CI:1.27-11.94,P=0.018)and Barcelona Clinic Liver Cancer(BCLC)stage C(HR=2.83,95%CI:1.32-6.03,P=0.007)were the independent risk factors for OS,while micro wave ablation(HR=0.21,95%CI:0.07-0.63,P=0.005)and TACE-L-P(HR=0.09,95%CI:0.03-0.3,P=0.001)were the independent protection factors for OS.Besides,elevated bilirubin level(HR=1.03,95%CI:1-1.06,P=0.032)and elevated gamma-glutamyl transferase(GGT)level(HR=1.01,95%CI:1-1.01,P=0.002)were the independent risk factors for disease progression,and TACE-L-P(HR=0.27,95%CI:0.09-0.79,P=0.017)was the independent protection factor for disease progression.The ORR and DCR in TACE-L-P group were remarkably higher than those in TACE-L group,which were 43.4%vs 13.3%and 63.4%vs 23.3%respectively,the differences between the two groups were statistically significant(both P<0.05).Conclusion In treating advanced HCC,TACE combined with targeted therapy and immune checkpoint inhibitors is superior to TACE combined with targeted therapy in therapeutic efficacy.
8.Cerebral Hyperperfusion Syndrome
Furong LI ; Shuhan LIU ; Weiwei DONG ; Ya'nan ZHANG ; Xin PAN ; Xiaowen SUI ; Hongling ZHAO
International Journal of Cerebrovascular Diseases 2024;32(4):297-302
Cerebral hyperperfusion syndrome (CHS) is a rare but serious complication after cerebral revascularization, which may lead to catastrophic consequences. The mechanism of CHS is not fully understood, and it may be related to cerebral autoregulation dysfunction and the increase of blood pressure after operation. Timely detection and treatment of cerebral hyperperfusion can avoid CHS. This article reviews the pathogenesis, diagnosis, clinical manifestations, prevention and treatment of CHS.
9.Analysis on safety of TCM combined with abemaciclib and endocrine therapy for the treatment of HR+/HER2- advanced breast cancer
Yipang ZHAO ; Runze ZHANG ; Yifan LI ; Xin LIU ; Shuhan ZHANG ; Qing ZHANG
International Journal of Traditional Chinese Medicine 2024;46(7):839-845
Objective:To observe the toxic and side effects of TCM syndrome differentiation and treatment combined with abemaciclib and endocrine drugs in the treatment of hormone receptor ( HR ) positive and human epidermal growth factor receptor 2 ( HER2 ) negative advanced breast cancer and the dose of abemaciclib under the influence of toxic and side effects.Methods:Patients with HR+/HER2- advanced breast cancer who received TCM combined with abemaciclib and endocrine therapy in Beijing Hospital of Traditional Chinese Medicine, Capital Medical University from March 2021 to February 2023 were selected, and the relevant data of East Asian population in MONARCH 2 and MONARCH 3 of abemaciclib random phase Ⅲ clinical study were extracted for retrospective cohort study. The TCM exposure cohort was divided into 20 cases of TCM + abemaciclib + fulvestrant group (EXP 1) and 22 cases of TCM + abemaciclib + aromatase inhibitor (AI) group (EXP 2). The East Asian populations in MONARCH 2 and 3 were non-exposed cohorts, which were divided into NEXP 1 group ( 146 cases ) and NEXP 2 group (102 cases). The safety analysis of the 2 cohorts was carried out, and the reduction and termination of abemaciclib taken by patients under the influence of toxic and side effects were counted.Results:①There were significant differences in CTCAE any grade, grade 2 ( χ2 values were 8.11, 4.59, respectively ) between EXP 1 group and NEXP 1 group, as well as in CTCAE any grade ( χ2=18.57) between EXP 2 group and NEXP 2 group compare the incidence rate of diarrhoea ( P<0.05 or P<0.01). There was significant differences in CTCAE ≥ grade 2 EXP 1 group compare the incidence rate of diarrhoea ( χ2=5.56, P=0.02). The incidence of grade ≥ 3 neutropenia in EXP 1 was [ 5 cases (27.78%) ] and in EXP 2 was [ 2 cases (13.33%)]. There were 65 cases (44.52%) in NEXP 1 and 30 cases (29.41%) in NEXP 2, and the exposed cohort were lower than those in the non-exposed cohort. The increase of GPT, GOT and SCr in the exposed cohort were lower than those in the non-exposed cohort. ② Compared with the non-exposed cohort, the first occurrence time of diarrhea and neutropenia was prolonged and the duration was shortened in the exposed cohort. ③ The patients in the exposed cohort were less likely to take abemaciclib reduction and discontinuation due to diarrhea, neutropenia, impaired liver function, and elevated SCr than those in the non-exposed cohort. Conclusion:TCM syndrome differentiation and treatment combined with abemaciclib and endocrine drugs is safe in the treatment of HR+/HER2- advanced breast cancer, which can effectively prevent and treat the toxic and side effects caused by abemaciclib, and reduce the drug reduction and discontinuation.
10.Transcatheter arterial chemoembolization combined with tislelizumab and tyrosine kinase inhibitor as a conversion therapy in initially unresectable hepatocellular carcinoma
Shaoping LIU ; Shuhan LIN ; Hanchuan LUO ; Jiahui LUO ; Weiyong MO ; Jianhong ZHONG
Chinese Journal of Hepatobiliary Surgery 2024;30(10):744-748
Objective:To evaluate the efficacy and safety of transcatheter arterial chemoembolization (TACE) combined with tislelizumab and tyrosine kinase inhibitor (TKI) as a conversion therapy in patients with initially unresectable hepatocellular carcinoma (HCC).Methods:The clinical data of 51 initially unresectable HCC patients admitted to the Department of Hepato-Pancreato-Biliary Surgery, the Eighth Affiliated Hospital of Guangxi Medical University from March 2022 to November 2023 were prospectively collected, including 46 males and 5 females, aged (53±11) years old. All patients received TACE combined with tislelizumab and TKI. For initially unresectable HCC patients who have successfully undergone conversion therapy, surgical resection was performed sequentially. Follow-up was conducted through regular outpatient visits or hospitalization combined with telephone contact, and the surgical conversion, relapse-free survival and adverse reactions of patients were recorded.Results:Among the 51 patients with initial unresectable HCC, there were 12 cases of stage Ib, 14 cases of stage IIa, 10 cases of stage IIb, and 15 cases of stage IIIa in Chinese liver cancer staging. The 51 patients were evaluated according to the modified solid tumor response evaluation criteria, and 15 patients had complete response, 26 had partial response, 5 had stable disease, and 5 had disease progression. The objective response rate was 80.4% (41/51), and the disease control rate was 90.2% (46/51). The conversion success rate was 49.0% (25/51), 2 patients gave up surgery, and the actual conversion rate was 45.1% (23/51). Among the 23 patients who underwent surgical resection, irregular hepatectomy was performed in 11 cases, lobectomy in 8 cases, and hemihepatectomy in 4 cases. Common treatment-related adverse events were hand-foot syndrome, hypertension, gingival bleeding, etc. Most of the drug-related adverse events were grade 1 to grade 2. A total of 10 patients (19.6%, 10/51) had grade 3 drug-related adverse events, and no grade 4 or above adverse events occurred, and no treatment-related deaths occurred. The cumulative recurrence free survival rates of 23 patients with initial unresectable HCC at 6 and 12 months after sequential hepatectomy were 100% and 94.7% respectively.Conclusion:The triple combination therapy of TACE combined with tislelizumab and TKI in the treatment of initial unresectable HCC has good clinical efficacy, and the adverse reactions are safe and controllable.

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