1.Cost-utility analysis of HIV screening in blood donors using a decision-tree Markov model
Liqin HUANG ; Lilin WANG ; Linfen WU ; Jiahui ZUO ; Jinfeng ZENG
Chinese Journal of Blood Transfusion 2025;38(7):958-963
Objective: To develop a comprehensive health economics evaluation model for HIV blood screening using Markov modeling, so as to evaluate the quality-of-life adjustment years (QALYs) gained by transfusion recipients after implementation of blood HIV screening. Methods: Shenzhen Blood Center was selected as the validation case for model development. Based on historical HIV screening data of Shenzhen Blood Center and published literature, the health economics evaluation of donor HIV screening was performed using cost-utility analysis. The single factor sensitivity analysis was performed on parameters in the model. Results: 3.09 QALYs were gained for each transfusion recipient prevented from HIV infection. During 2020-2023, donor HIV screening at Shenzhen Blood Center saved 506.76 QALYs, and each QALY saved 182 900 yuan. Conclusion: From the perspective of long-term benefit of transfusion recipients, HIV screening of blood donors demonstrates high health and economic value.
2.Cost-utility analysis of HIV screening in blood donors using a decision-tree Markov model
Liqin HUANG ; Lilin WANG ; Linfen WU ; Jiahui ZUO ; Jinfeng ZENG
Chinese Journal of Blood Transfusion 2025;38(7):958-963
Objective: To develop a comprehensive health economics evaluation model for HIV blood screening using Markov modeling, so as to evaluate the quality-of-life adjustment years (QALYs) gained by transfusion recipients after implementation of blood HIV screening. Methods: Shenzhen Blood Center was selected as the validation case for model development. Based on historical HIV screening data of Shenzhen Blood Center and published literature, the health economics evaluation of donor HIV screening was performed using cost-utility analysis. The single factor sensitivity analysis was performed on parameters in the model. Results: 3.09 QALYs were gained for each transfusion recipient prevented from HIV infection. During 2020-2023, donor HIV screening at Shenzhen Blood Center saved 506.76 QALYs, and each QALY saved 182 900 yuan. Conclusion: From the perspective of long-term benefit of transfusion recipients, HIV screening of blood donors demonstrates high health and economic value.
3.Dynamic continuous emotion recognition method based on electroencephalography and eye movement signals.
Yangmeng ZOU ; Lilin JIE ; Mingxun WANG ; Yong LIU ; Junhua LI
Journal of Biomedical Engineering 2025;42(1):32-41
Existing emotion recognition research is typically limited to static laboratory settings and has not fully handle the changes in emotional states in dynamic scenarios. To address this problem, this paper proposes a method for dynamic continuous emotion recognition based on electroencephalography (EEG) and eye movement signals. Firstly, an experimental paradigm was designed to cover six dynamic emotion transition scenarios including happy to calm, calm to happy, sad to calm, calm to sad, nervous to calm, and calm to nervous. EEG and eye movement data were collected simultaneously from 20 subjects to fill the gap in current multimodal dynamic continuous emotion datasets. In the valence-arousal two-dimensional space, emotion ratings for stimulus videos were performed every five seconds on a scale of 1 to 9, and dynamic continuous emotion labels were normalized. Subsequently, frequency band features were extracted from the preprocessed EEG and eye movement data. A cascade feature fusion approach was used to effectively combine EEG and eye movement features, generating an information-rich multimodal feature vector. This feature vector was input into four regression models including support vector regression with radial basis function kernel, decision tree, random forest, and K-nearest neighbors, to develop the dynamic continuous emotion recognition model. The results showed that the proposed method achieved the lowest mean square error for valence and arousal across the six dynamic continuous emotions. This approach can accurately recognize various emotion transitions in dynamic situations, offering higher accuracy and robustness compared to using either EEG or eye movement signals alone, making it well-suited for practical applications.
Humans
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Electroencephalography/methods*
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Emotions/physiology*
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Eye Movements/physiology*
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Signal Processing, Computer-Assisted
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Support Vector Machine
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Algorithms
4.Chromatin landscape alteration uncovers multiple transcriptional circuits during memory CD8+ T-cell differentiation.
Qiao LIU ; Wei DONG ; Rong LIU ; Luming XU ; Ling RAN ; Ziying XIE ; Shun LEI ; Xingxing SU ; Zhengliang YUE ; Dan XIONG ; Lisha WANG ; Shuqiong WEN ; Yan ZHANG ; Jianjun HU ; Chenxi QIN ; Yongchang CHEN ; Bo ZHU ; Xiangyu CHEN ; Xia WU ; Lifan XU ; Qizhao HUANG ; Yingjiao CAO ; Lilin YE ; Zhonghui TANG
Protein & Cell 2025;16(7):575-601
Extensive epigenetic reprogramming involves in memory CD8+ T-cell differentiation. The elaborate epigenetic rewiring underlying the heterogeneous functional states of CD8+ T cells remains hidden. Here, we profile single-cell chromatin accessibility and map enhancer-promoter interactomes to characterize the differentiation trajectory of memory CD8+ T cells. We reveal that under distinct epigenetic regulations, the early activated CD8+ T cells divergently originated for short-lived effector and memory precursor effector cells. We also uncover a defined epigenetic rewiring leading to the conversion from effector memory to central memory cells during memory formation. Additionally, we illustrate chromatin regulatory mechanisms underlying long-lasting versus transient transcription regulation during memory differentiation. Finally, we confirm the essential roles of Sox4 and Nrf2 in developing memory precursor effector and effector memory cells, respectively, and validate cell state-specific enhancers in regulating Il7r using CRISPR-Cas9. Our data pave the way for understanding the mechanism underlying epigenetic memory formation in CD8+ T-cell differentiation.
CD8-Positive T-Lymphocytes/metabolism*
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Cell Differentiation
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Chromatin/immunology*
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Animals
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Mice
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Immunologic Memory
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Epigenesis, Genetic
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SOXC Transcription Factors/immunology*
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NF-E2-Related Factor 2/immunology*
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Mice, Inbred C57BL
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Gene Regulatory Networks
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Enhancer Elements, Genetic
5.Analysis of blood screening results for a case of HIV post-exposure prophylaxis failure: a 7-year follow-up study
Lilin WANG ; Fang ZHAO ; Lukun ZHANG ; Liqin HUANG ; Ran LI ; Rui ZHU ; Guochao WEI ; Jinfeng ZENG ; Rong XIA
Chinese Journal of Blood Transfusion 2025;38(11):1567-1572
Objective: To assess the impact of long-term antiretroviral therapy (ART) on human immunodeficiency virus (HIV) blood screening outcomes in post-exposure prophylaxis (PEP) failure cases through a longitudinal analysis of blood screening results over a 7-year period in a patient with HIV PEP failure. Methods: This study conducted 13 follow-up assessments for a high-risk individual who initiated ART shortly after exposure. The effectiveness of various blood screening methods, including immunological assays and nucleic acid testing (NAT), was analyzed. Blood samples were also tested with HIV RNA quantification testing, Western blot (WB) confirmation testing, chemiluminescence immunoassay (CLIA), and HIV rapid tests utilizing gold and selenium labels. A comprehensive analysis was performed to evaluate the changes in diagnostic capabilities of different testing methods for HIV biomarkers over an extended period following PEP failure. Results: The patient had two high-risk exposures: one day before ART initiation (BA1) and seven days preceding treatment (BA7). On the first day after the ART treatment (AA1), the HIV RNA concentration (viral load) was 9.07×10
copies/mL; by day five (AA5), the viral load decreased to 1.04×10
copies/mL. At day eleven (AA11), NAT and ELISA tests were both positive, with the WB result remaining indeterminate (gp160+). At day 48 (AA48), the S/CO value of the fourth generation ELISA reagent was 1.07, while results from a 6-sample pool and quantitative NAT were negative. However, a single sample NAT returned a positive result and WB tests indicated positivity for p17, p24, and gp160. At AA74, the quantitative NAT rebounded to 2.83×10
copies/mL, with positive NAT results for single and 6-sample pool NAT tests. The S/CO values of the imported and domestic ELISA reagents were 3.39 and 23.44, respectively. At AA201, 6-sample pool and quantitative NAT were negative again, while single sample NAT remained positive. From AA319 to AA2221, all NAT results have remained consistently below the minimum detection limit. At AA2221, S/CO values of the imported and domestic ELISA reagents were 3.47 and 23.44, respectively. Conclusion: The findings indicate that patients experiencing PEP failure after high-risk HIV exposure are at a higher risk of being missed by mixed-sample NAT pools and individual serological tests. Nonetheless, anti-HIV antibody levels are sustained at elevated values for an extended duration, underscoring antibody testing as an effective measure for blood screening.
6.Investigation on the use of antiretroviral drugs therapy in anti-TP positive blood donor
Xiaoxuan XU ; Rui ZHU ; Aijia ZHANG ; Yizhong LIU ; Chenying QI ; Tong LI ; Tingting CHEN ; Jinfeng ZENG ; Lilin WANG
International Journal of Laboratory Medicine 2024;45(14):1692-1698
Objective To find out the prevalence of antiretroviral therapy(ART)drugs among treponema pallidum(TP)antibody(anti-TP)positive blood donors in Shenzhen,and to assess the blood safety risks brought about by the new trends of human immunodeficiency virus(HIV)diagnosis and treatment.Methods A stratified random sampling method was used to select 60 repeat blood donors(negative control group)who passed blood screening in Shenzhen from March 2019 to January 2023,and 3 people who regularly took known ART drugs were named positive control group,358 anti-TP positive/anti-HIV negative blood do-nors were named experimental group 1,20 anti-TP positive/anti-HIV positive blood donors were named ex-perimental group 2.The liquid chromatography-mass spectrometry(HPLC-MS/MS)was applied to detect the concentration of 8 ART drugs in plasma samples of each group,and the use of ART drugs was analyzed.Re-sults After the positive control group's plasma was diluted with a 1:6 dilution mixture,the ART drugs could still be detected.The positive mixed plasma samples of 1:6 people in Group 1 and Group 2 were split and validation,one ART drug positive sample was detected in Group 2,which was positive for anti-HIV,pro-tein immunoblotting,and HIV RNA.The detection rate of ART drugs in anti-TP positive blood donors was 0.26%,0.00%in Group 1 and 4.00%in Group 2.Conclusion The use of ART drugs has been found among anti-TP positive blood donors in Shenzhen,and people with HIV infection and high-risk sexual behavior are more likely to use antiretroviral drugs.
7.miR-429-3p mediates memory decline by targeting MKP-1 to reduce surface GluA1-containing AMPA receptors in a mouse model of Alzheimer's disease.
Man LUO ; Yayan PANG ; Junjie LI ; Lilin YI ; Bin WU ; Qiuyun TIAN ; Yan HE ; Maoju WANG ; Lei XIA ; Guiqiong HE ; Weihong SONG ; Yehong DU ; Zhifang DONG
Acta Pharmaceutica Sinica B 2024;14(2):635-652
Alzheimer's disease (AD) is a leading cause of dementia in the elderly. Mitogen-activated protein kinase phosphatase 1 (MKP-1) plays a neuroprotective role in AD. However, the molecular mechanisms underlying the effects of MKP-1 on AD have not been extensively studied. MicroRNAs (miRNAs) regulate gene expression at the post-transcriptional level, thereby repressing mRNA translation. Here, we reported that the microRNA-429-3p (miR-429-3p) was significantly increased in the brain of APP23/PS45 AD model mice and N2AAPP AD model cells. We further found that miR-429-3p could downregulate MKP-1 expression by directly binding to its 3'-untranslated region (3' UTR). Inhibition of miR-429-3p by its antagomir (A-miR-429) restored the expression of MKP-1 to a control level and consequently reduced the amyloidogenic processing of APP and Aβ accumulation. More importantly, intranasal administration of A-miR-429 successfully ameliorated the deficits of hippocampal CA1 long-term potentiation and spatial learning and memory in AD model mice by suppressing extracellular signal-regulated kinase (ERK1/2)-mediated GluA1 hyperphosphorylation at Ser831 site, thereby increasing the surface expression of GluA1-containing α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid receptors (AMPARs). Together, these results demonstrate that inhibiting miR-429-3p to upregulate MKP-1 effectively improves cognitive and synaptic functions in AD model mice, suggesting that miR-429/MKP-1 pathway may be a novel therapeutic target for AD treatment.
8.HIV antiretroviral therapy among blood donors: the impact on blood safety
Lilin WANG ; Fang ZHAO ; Zhengrong YANG ; Rui ZHU ; Yizhong LIU ; Linfeng WU ; Tong LI ; Tingting CHEN ; Jinfeng ZENG
Chinese Journal of Blood Transfusion 2024;37(2):138-144
【Objective】 To explore the the potential risks of antiretroviral therapy(ART) drugs on blood safety among blood donors in Shenzhen. 【Methods】 High pressure liquid chromatography coupled with tandem mass spectrometry (HPLC-MS/MS) was used to measure ART drugs concentrations in the plasma of regular blood donors (negative control group, n=86) and anti-HIV positive individuals (experimental group, n=98, detected from approximately 440 000 blood donors during 2019—2023). The baseline plasma concentrations of ART drugs in the negative control group were clarified, and the impact of ART drugs on blood safety was analyzed. 【Results】 The baseline concentrations of ART drugs were not detected in 86 samples of negative control group. Four positive ART drugs samples were detected in 1∶2 pooled plasma samples of 98 anti-HIV positive blood donors plasma in the resolution test. The ART positive rate of anti-HIV positive donors was 4.08%, with tenofovir, lamivudine and efavirenz detected in three blood donors and lamivudine, lopinavir, ritonavir and zidovudine detected in one blood donor. 【Conclusion】 ART drugs were found among anti-HIV positive blood donors in Shenzhen. Additional research is needed to investigate the motivation of these specific donors, so as to ascertain the groups most susceptible to potential risks, and guarantee blood safety.
9.Preparation of C-phycocyanin nanospheres and the in vitro effect mechanism on acute lung injury induced by lipopolysaccharide combined with seawater
Youyin XIE ; Rongjin WANG ; Lilin SHAO ; Guantong LIU ; Leifang ZHANG
China Pharmacy 2024;35(16):1964-1971
OBJECTIVE To prepare C-phycocyanin nanoparticles (CPC-NPs) and evaluate the in vitro mechanism of CPC- NPs on acute lung injury induced by lipopolysaccharide (LPS) combined with seawater. METHODS Ion crosslinking method was used to prepare CPC-NPs using CPC as the drug, carboxymethyl chitosan (CMCS) as the carrier, and CaCl2 as the crosslinking agent. The basic characterization of CPC-NPs was carried out. Mouse alveolar type Ⅱ epithelial cells MLE-12 and macrophages RAW264.7 were divided into 7 groups: normal group (Con group), model group (Mod group), blank NPs group, CPC-NPs 30, 60, 120 and 240 μg/mL groups. Except for the Con group, all other groups were treated with a combination of 10 μg/mL LPS and 25% seawater for 6 hours. After modeling, each treatment group was treated with corresponding drugs for 24 hours. The levels of malondialdehyde (MDA), total antioxidant capacity (T-AOC), superoxide dismutase (SOD), catalase (CAT), and glutathione peroxidase (GSH-Px) in MLE-12 cells, as well as the expression levels of B-cell lymphoma-2 (Bcl-2), Bcl-2 associated X protein (Bax), caspase-3 protein and mRNA, CAT and glutathione S-transferase (GST) mRNA were determined. The levels of interleukin- 1β (IL-1β), tumor necrosis factor-α (TNF-α) and IL-6 in RAW264.7 cells, as well as the expression levels of NOD-like receptor thermal protein domain associated protein 3 (NLRP3), cleaved caspase-1 protein, and mRNA expressions of IL-1β,TNF-α, IL-6 and inducible nitric oxide synthase (iNOS) were all detected. RESULTS The prepared CPC-NPs had particle size of (675.69±64.58) nm, Zeta potential of (-20.11± E-mail:zhangleifang1986@163.com 0.98) mV, polydispersity coefficient of 0.455±0.010 (n=3);entrapment efficiency of 35.60%, and drug loading of 16.13%;CPC-NPs had regular spherical shapes, where the drug could be sustainably released for more than 30 hours. Compared with Mod group, the levels of T-AOC, SOD, CAT (excluding the 30 μg/mL group of CPC-NPs) and GSH-Px, mRNA expressions of CAT and GST, as well as the Bcl-2/Bax protein ratio and mRNA ratio were significantly increased in MLE-12 cells of different concentration groups of CPC-NPs, while MDA levels and caspase-3 protein and mRNA expression were significantly reduced (P<0.01 or P<0.05). Compared with Mod group, the levels of IL-1β, TNF-α and IL-6, NLRP3 and cleaved-caspase-1 protein expressions, as well as the mRNA expressions of IL-1β, TNF-α, IL-6 and iNOS in RAW264.7 cells of different concentration groups of CPC-NPs were significantly reduced (P<0.01 or P<0.05). CONCLUSIONS CPC-NPs with lung targeting and sustained release property were prepared successfully, which can alleviate acute lung injury induced by LPS combined with seawater through antioxidant stress, inhibiting cell apoptosis and inflammatory response.
10.False positive reaction of COVID-19 antibody ELISA screening: internal logic of various methods
Lilin WANG ; Ran LI ; Tong LI ; Aijia ZHANG ; Heng LIU ; Xiaoxuan XU ; Jinfeng ZENG ; Linfeng WU
Chinese Journal of Blood Transfusion 2023;36(12):1085-1089
【Objective】 To analyze the results of different methods for reactive samples screened by the enzyme linked immunosorbent assay (ELISA) against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in blood donors. 【Methods】 From March to April 2020, a total of 8 632 blood samples in Shenzhen were screened for SARS-CoV-2 total antibodies (TAb, including IgG, IgM, IgA) in plasma using ELISA(PC group), the antibody reactivity samples and their follow up plasma samples (FC group), and samples of disease control group(DC group) from January to April 2020 were detected using the following methods: 1) ELISA method for detecting IgG, IgM, and (or without detection) TAb; 2) pseudovirus neutralizing antibody test(pVNT); 3) western blot (WB) of SARS-CoV-2 antibody. The negative control group(NC group) from February to April 2020 performed ELISA and WB testing. 【Results】 Among the 34 total antibody positive samples, 2 were positive for pVNT test, and the total antibody, IgG and WB in the initial screening and tracking testing were positive. Thereafter, it was determined to be confirmed positive. The other 2 cases were positive for pVNT test, while the samples with positive WB results were in the follow-up stage. The TAb, IgG, and pVNT results did not conform to the dynamic evolution of antibodies, and cannot be determined as confirmed positive. 【Conclusion】 The infection status of antibody reactivity samples screened by SARS-CoV-2 ELISA can be judged by the logic of pVNT, WB and the dynamic change of antibody.

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