1.Intelligent mining, engineering, and de novo design of proteins.
Cui LIU ; Zhenkun SHI ; Hongwu MA ; Xiaoping LIAO
Chinese Journal of Biotechnology 2025;41(3):993-1010
Natural components serve the survival instincts of cells that are obtained through long-term evolution, while they often fail to meet the demands of engineered cells for efficiently performing biological functions in special industrial environments. Enzymes, as biological catalysts, play a key role in biosynthetic pathways, significantly enhancing the rate and selectivity of biochemical reactions. However, the catalytic efficiency, stability, substrate specificity, and tolerance of natural enzymes often fall short of industrial production requirements. Therefore, exploring and modifying enzymes to suit specific biomanufacturing processes has become crucial. In recent years, artificial intelligence (AI) has played an increasingly important role in the discovery, evaluation, engineering, and de novo design of proteins. AI can accelerate the discovery and optimization of proteins by analyzing large amounts of bioinformatics data and predicting protein functions and characteristics by machine learning and deep learning algorithms. Moreover, AI can assist researchers in designing new protein structures by simulating and predicting their performance under different conditions, providing guidance for protein design. This paper reviews the latest research advances in protein discovery, evaluation, engineering, and de novo design for biomanufacturing and explores the hot topics, challenges, and emerging technical methods in this field, aiming to provide guidance and inspiration for researchers in related fields.
Protein Engineering/methods*
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Artificial Intelligence
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Proteins/genetics*
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Computational Biology
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Machine Learning
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Data Mining
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Algorithms
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Deep Learning
2.Clinical Observation on 60 Cases of Knee Osteoarthritis Treated with Heat-Sensitive Moxibustion
Lu TIAN ; Hongwu XIE ; Meihua LIU ; Jing ZHANG ; Shaozhong XU ; Changjun LI ; Zhixiong KOU
Journal of Traditional Chinese Medicine 2025;66(5):492-500
ObjectiveTo explore the central neuroregulation mechanism of heat-sensitive moxibustion for knee osteoarthritis on pain relief. MethodsThirty patients who did not have experience of Deqi (得气) during heat-sensitive moxibustion treatment were assigned to the "non-Deqi group", while another 30 patients who had experience of Deqi were assigned to the "Deqi group". Both groups received moxibustion at the left Heding (EX-LE2) acupoint. In the Deqi group, after the patients experienced sensation of Deqi at the acupoint, moxibustion was applied at approximately 3 cm from the skin for 10 minutes; in the non-Deqi group, moxibustion was also applied at approximately 3 cm from the skin for 10 minutes. Both groups received treatment once daily for 10 consecutive days. Knee joint pain was assessed before and after treatment using the visual analog scale (VAS). Resting-state functional magnetic resonance imaging (rs-fMRI) scans were performed on all participants before the first treatment session and after the final session on the 10th day. The fractional amplitude of low-frequency fluctuations (fALFF) maps before and after treatment were processed using the SPM12 module by MATLAB. ResultsAfter treatment, VAS scores in both groups were significantly lower than before treatment (P<0.05 or P<0.01), with the Deqi group showing significantly lower VAS scores than the non-Deqi group (P<0.01). Compared to before treatment, the Deqi group exhibited significant activation in the prefrontal cortex (t = 6.28), white matter (t = 6.36), and left temporal lobe (t = 9.33), while significant inhibition was observed in the occipital lobe (t = -9.86) and right cerebrum (t = -4.54, P<0.01); in the non-Deqi group, significant changes after treatment were observed in the left occipital lobe (t = -6.42), left medial frontal gyrus (t = -4.35), left middle frontal gyrus (t = -4.74), right superior frontal gyrus (t = -4.82), right superior temporal gyrus (t = -6.61), and right cerebellar posterior lobe (t = -8.64), all of which were in inhibited states (P<0.01). Compared to the non-Deqi group, the Deqi group exhibited significant activation after treatment in the external nucleus (t = 5.77), white matter (t = 3.58), right cerebrum (t = 5.84), left cerebellum (t = 5.35), and left cerebrum (t = 4.32), while significant inhibition was observed in the prefrontal cortex (t = -4.16), occipital lobe (t = -4.87), and precentral gyrus (t = -4.46, P<0.01). ConclusionsHeat-sensitive moxibustion provides better analgesic effects for knee osteoarthritis under state of Deqi. Its central neuroregulation mechanism may be related to the involvement of the frontal lobe, temporal lobe, occipital lobe, external nucleus, white matter, right cerebrum, left cerebellum, left cerebrum, and precentral gyrus in modulating pain signals.
3.Investigation and control of 2 cases of hospital-acquired Enterococcus faecium infection in a neonatal intensive care unit
Chaomin GUO ; Mingmei DU ; Huan LI ; Hongwu YAO ; Yunxi LIU ; Kun YE ; Xiaoming ZHANG
Chinese Journal of Nosocomiology 2025;35(16):2427-2431
OBJECTIVE To investigate a suspected hospital-acquired infection cluster of Enterococcus faecium(Efm)in a neonatal intensive care unit(NICU)of the First Medical Center of Chinese PLA General Hospital,identify the source of infection and transmission routes,and provide a reference for precise prevention and control of hospital-acquired infections.METHODS Epidemiological investigations and environmental microbiological sam-pling were conducted for two neonates with Efm bloodstream infections in the NICU in Jul.2024 to detect Efm in the ward environment.Whole-genome average nucleotide identity(ANI)and multilocus sequence typing(MLST)were used to analyze the homology,drug resistance,and virulence factors of Efm isolates from patients and envi-ronments.Targeted intervention measures were proposed.RESULTS Two cases of Efm bloodstream infection were detected.A total of 37 environmental specimens were collected,and 2 were cultured Efm(the wipe dispenser o-pening and incubator handle of the patients).The drug susceptibility testing results of 2 environmental specimens were consistent with those of the two patient specimens.Genomic analysis confirmed high homology(ANI>99.99%)among the four Efm isolates.After implementing a series of measures including centralized isolation,strict hand hygiene,thorough environmental cleaning and disinfection,strict disinfection and management of inva-sive devices,enhanced grouping of medical staff for diagnosis and treatment,the incident was effectively con-trolled.CONCLUSIONS This incident can be determined as cluster of hospital-acquired infection with Enterococcus faecium in the neonatal intensive care unit.The wet wipes are the source or transmission medium of contamina-tion.Inadequate disinfection of items and the environment,and insufficient hand hygiene of medical staff are the main reasons for this infection outbreak.Early identification of abnormal cluster of infection,investigation of the source of infection and transmission routes and timely implementation of targeted measures are the keys for preventing infection outbreaks.
4.Research progress in surveillance of hospital-associated infections in different regions of China and abroad
Jie ZHAO ; Kun LIU ; Yunxi LIU ; Hongwu YAO
Chinese Journal of Nosocomiology 2025;35(22):3506-3510
Healthcare-associated infections(HAIs)represent one of the critical issues affecting the public health security and the quality of medical services.Monitoring,early warning,intervention and feedback for HAIs re-main the cornerstone of infection prevention and control.To systematically understand the progress of surveillance of HAIs in domestic and international regions and summarize the characteristics and variations,this paper compre-hensively reviews the surveillance systems of HAIs from different regions around the globe,their construction and development as well as the diversity,covering the type of surveillance,surveillance idea and standards,the essen-tial characteristics and advancements of the key technologies for HAIs surveillance and application systems were also compared among the regions.The review aims to summarize the general situation of development of HAIs surveillance in different regions around the globe and to provide new ideas for construction and development of HAIs surveillance system.
5.Progress of research on biological surveillance sampling and culture methods for flexible endoscopes
Xiaochao SONG ; Meijuan JIN ; Wei DING ; Yubin XING ; Mingmei DU ; Hongwu YAO ; Yanling BAI ; Yunxi LIU
Chinese Journal of Nosocomiology 2025;35(17):2702-2706
In recent years,the microorganisms residues in endoscopes have frequently resulted in cross transmis-sion or even the outbreak of hospital-associated infections.It is of great importance to carry out standardized bio-logical surveillance of endoscopes,find out the high-risk links of cleaning and disinfection,and take targeted inter-vention measures to reduce the incidence of endoscopy-related infection.Based on the related guidelines in China and abroad as well as the latest clinical practice researches,the biological surveillance sampling and culture for en-doscopes were summarized in the article so as to enhance the surveillance quality,ensure the reprocessing effect and guarantee the endoscopy-related quality and safety.
6.Functional requirements and construction requirements for infection prevention and control system in medical institutions
Chengxue MA ; Zhenghao YU ; Yubin XING ; Haiyan ZHOU ; Mingmei DU ; Rui HUO ; Jian LIN ; Chunping CHEN ; Yunxi LIU ; Hongwu YAO
Chinese Journal of Nosocomiology 2025;35(18):2816-2820
OBJECTIVE To systematically analyze the functional system and construction requirements for infection prevention and control('infection control system'in short)in medical institutions so as to facilitate the effective,standardized and practical construction of the infection control system.METHODS The questionnaires were de-signed based on the relevant criteria and literatures that were released in China with the combination of expect con-sultant and were distributed to experts or professionals involving multiple fields such as hospital infection manage-ment,clinical medical treatment and information technology.The questionnaires were recycled,summarized and analyzed.RESULTS The list of functions of the infection control system(consultative draft)was formulated after review of literatures and expert consultation,including fundamental functions such as data management,case sur-veillance and intervention feedback as well as the advanced functions like target surveillance,occupational protec-tion and interconnection.The surveyed subjects agreed unanimously after the questionnaire survey that all of the function modules and elements enlisted were important,the average score of importance was more than 4 points,the score of coefficient of variable(CV)for importance of the function modules was less than 0.25,indicating that there was high consistency in the opinions among the surveyed subjects.The element of tracing and epidemiologi-cal survey function was adopted and added according to the feedback suggestions from some of the subjects;two function elements including data query and clinical interaction were revised,and the list of function requirements for the infection control systems was finally defined.CONCLUSION The requirements for functions of the infection control system that are determined in the study can provide important bases and data support for the research and standardized development of future infection control system.
7.Study on the effects and metabonomics of compound Kuijie Ankang Decoction for ulcerative colitis in mice
Cong REN ; Lili TANG ; Ruijuan LUO ; Fanyan MENG ; Yuping SHU ; Hongwu TAO ; Shuang LI ; Yizhen LI ; Chengcheng YUAN ; Yuedong LIU
International Journal of Traditional Chinese Medicine 2025;47(9):1255-1263
Objective:To explore the therapeutic effect of compound Kuijie Ankang Decoction on ulcerative colitis (UC) model mice by non targeted metabonomics; To explore its mechanism.Compound Kuijie Ankang.Methods:The mice were randomly divided into blank control group, model group, Kuijie Ankang Decoction group and sulfasalazine group, with 12 mice in each group. Except the blank control group, the other groups were given 1.5% DSS solution for free drinking to prepare UC model. After successful modeling, Kuijie Ankang Decoction group was intragastrically administered with compound Kuijie Ankang Decoction of 9.68 g/kg, sulfasalazine group was intragastrically administered with sulfasalazine capsule suspension of 320 mg/kg, model group and blank control group were intragastrically administered with equal volume of purified water, once a day, for 7 consecutive days. The body mass and disease activity index (DAI) score of mice were measured. ELISA was used to measure the levels of tumor necrosis factor-α (TNF-α), interleukin-1β (IL-1β), interleukin-6 (IL-6), and interleukin-10 (IL-10) in the colon tissue of mice; the protein expressions of Claudin-1 and Zo-1 in colon tissue were detected by immunofluorescence method. HE staining was used to observe the pathological changes in the colon, and UHPLC-OE-MS technology was used to analyze the endogenous metabolite structure of mouse colon tissue, differential metabolites and related metabolic pathways were screened.Results:Compared with the model group, the colon length in Kuijie Ankang Decoction group and sulfasalazine group increased ( P<0.01), the DAI score decreased ( P<0.01), the levels of TNF-α, IL-1β and IL-6 in colon tissue decreased ( P<0.01), the level of IL-10 increased ( P<0.01), and the average optical density of Claudin-1 and Zo-1 protein increased ( P<0.01 or P<0.05). Metabolomics analysis identified 26 potential differential metabolites, including nicotinamide adenine dinucleotide, guanine, gamma aminobutyric acid, and thiamine, affecting 26 key metabolic pathways, including lysine biosynthesis, thiamine metabolism, cysteine and methionine metabolism. Conclusion:Kuaijie Ankang Decoction may improve metabolites such as Gamma aminobutyric acid and thiamine through metabolic pathways such as lysine biosynthesis to alleviate inflammatory reactions, thereby exerting therapeutic effects on ulcerative colitis in mice.
8.Study on the Correlation between Tongue Features and Laboratory Indexes in Type 2 Diabetes Patients with Coronary Heart Disease
Naijin ZHANG ; Yin YUAN ; Huixia REN ; Mi ZHOU ; Ying LIU ; Shujiao YUE ; Yonghui LI ; Huaien BU ; Yuanyuan GUAN ; Hongwu WANG
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(6):1734-1741
Objective To explore the correlation between tongue features of type 2 diabetes patients with coronary heart disease and glycosylated hemoglobin,liver function,blood lipids,C-reactive protein,so as to provide reference for related research.Methods Using the TFDA-1 tongue imaging device to collect patients'tongue images,experts will interpret the tongue images and extract objective parameters of the tongue images through the intelligent auxiliary diagnosis system of traditional Chinese medicine tongue diagnosis;Record patient laboratory indicators and use SPSS statistical software to analyze the correlation between tongue image distribution characteristics,tongue image parameter characteristics,and laboratory indicators using Spearman method.Results 702 patients with type 2 diabetes and coronary heart disease were included.In terms of glycated hemoglobin indicators,bruising parameters are positively correlated with HbA1c,while tongue tip RGB values are negatively correlated with HbA1c.In terms of liver function indicators,tongue edge redness,tongue tip and tongue texture R value are positively correlated with ALT and AST;Red tongue tip,tooth marks on the tongue,etc.are positively correlated with ALT;Fat tongue is positively correlated with AST.In terms of blood lipid indicators,parameters such as tooth mark tongue and tooth mark are positively correlated with TG;The parameters of white coating and tongue coating area are positively correlated with LDL-C;Thin coating is positively correlated with HDL-C,while thick coating is negatively correlated with HDL-C;Red tongue is negatively correlated with TCHO.In terms of C-reactive protein,red tongue,tip red,and edge red are positively correlated with CRP;The GB value of tongue root and tongue substance is negatively correlated with CRP.Conclusion Type 2 diabetes patients with coronary heart disease have tongue picture distribution,tongue shape parameters,tongue color parameters,coating color parameters and HbA1c,ALT,AST,TCHO,TG,HDL-C,LDL-C,CRP indicators in varying degrees of correlation.The combination of patients'tongue picture and laboratory indicators is helpful to clarify the diagnosis and prognosis of type 2 diabetes with coronary heart disease.
9.Immune-enhancing effect and mechanism of natural plant-derived immunostimulatory molecule ophiopogonin
Shulin LIU ; Jing WEI ; Baohang ZHU ; Yan YE ; Jiale PAN ; Anni ZHAO ; Zhen SONG ; Liusheng PENG ; Haibo LI ; Hongwu SUN ; Quanming ZOU
Journal of Army Medical University 2025;47(4):350-359
Objective To explore the effect and preliminary mechanism of the plant-derived immunostimulatory molecule,ophiopogonin,on enhancing the immune response of a subunit vaccine with the receptor-binding domain(RBD)of coronavirus spike protein as the antigen.Methods CCK-8 assay was used to determine the cytotoxicity of ophiopogonin D'(OPD')on bone marrow-derived dendritic cells(BMDCs).Female Balb/c mice were randomly divided into RBD,RBD/OPD',RBD/Alum,and control groups.The immunization dose was 5 μg of antigen per mouse and 100 μg of adjuvant per mouse,and immunization was carried out according to the intramuscular injection immunization procedure on days 0,21,and 42.The titers of specific IgG and its subtype antibodies were detected by ELISA.The cytokine levels in the supernatant of splenocytes were detected using ELISA.The number of splenocytes secreting IFN-γ was detected by ELISpot.Laser confocal microscopy was employed to observe the uptake of antigen by BMDCs.The phagocytic ability of BMDCs for antigen was quantitatively analyzed by flow cytometry.The mechanism of its enhanced immune effect was preliminarily explored using transcriptomics technology combined with bioinformatics research.Results When the concentration of OPD'was less than 5 μg/mL,the survival rate of BMDCs was 100%.After a single intramuscular injection in mice,except for a slight decrease in body weight,the other biochemical indicators were within corresponding normal ranges.After intramuscular injection immunization of the vaccine,the titers of serum-specific IgG,IgG1,and IgG2a in the RBD/OPD'group were significantly higher than those in the RBD group(P<0.05).Compared with the RBD group,the RBD/OPD'group induced a high-level Th1 cell immune response of IL-1β,TNF-α,and IFN-γ(P<0.01)and had more lymphocytes secreting IFN-γ(P<0.001).Laser confocal microscopy displayed that BMDCs took up more antigens after OPD'treatment,which was further confirmed with flow cytometry in quantitative analysis on antigen uptake rate(P<0.01).Transcriptomics results indicated that there was more significant enrichment of the PPAR signaling pathway in the RBD/OPD'group than the RBD group,suggesting that OPD'may activate the PPAR signaling pathway to exert its adjuvant effect.Conclusion OPD'effectively enhances the immune response of the RBD subunit vaccine,and its action mechanism may be related to the activation of the PPAR signaling pathway.
10.Pathological response of a mouse model of lethal Vibrio vulnificus infection and its preliminary application in inactivated whole cell vaccine
Baohang ZHU ; Jiale PAN ; Shulin LIU ; Yan YE ; Zhen SONG ; Yuxian LI ; Yun YANG ; Hongwu SUN ; Quanming ZOU ; Liusheng PENG
Journal of Army Medical University 2025;47(7):656-663
Objective To establish a mouse model of infection with the minimum lethal dose of Vibrio vulnificus(V.vulnificus)and to evaluate the protective efficacy of inactivated whole-cell(IWC)vaccine using this model.Methods A mouse model of lethal-dose infection was established by intraperitoneal injection of different doses of V.vulnificus.Bacterial colonization in the organs was detected with tissue homogenate plating,and pathological changes in the organs were observed after tissue section staining.Flow cytometry was used to detect immune cell responses after liver tissues were digested into single-cell suspension.IWC vaccine of V.vulnificus was prepared,and the mice were immunized through different routes to observe the protective efficacy of the vaccine.Results A mouse model of infection with the minimum lethal dose at 1×106 CFU of V.vulnificus was successfully established.After infection,the bacteria were mainly colonized in the liver of mice and caused severe pathological damages.Compared with the uninfected mice,the proportion of neutrophils in the liver was significantly increased in the infected mice,whereas the proportions of B cells and T cells were correspondingly decreased(P<0.05).A single intramuscular or intraperitoneal injection of the IWC vaccine could protect the mice effectively against lethal infection of V.vulnificus in 7 d later(P<0.01),although the level of serum IgG having no significant increase.Conclusion A mouse model of lethal-dose infection with V.vulnificus is successfully established,with histopathological characteristics.The IWC vaccine of V.vulnificus rapidly mediates immune protection in this model probably independent of IgG.

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