1.A prediction model for high-risk cardiovascular disease among residents aged 35 to 75 years
ZHOU Guoying ; XING Lili ; SU Ying ; LIU Hongjie ; LIU He ; WANG Di ; XUE Jinfeng ; DAI Wei ; WANG Jing ; YANG Xinghua
Journal of Preventive Medicine 2025;37(1):12-16
Objective:
To establish a prediction model for high-risk cardiovascular disease (CVD) among residents aged 35 to 75 years, so as to provide the basis for improving CVD prevention and control measures.
Methods:
Permanent residents aged 35 to 75 years were selected from Dongcheng District, Beijing Municipality using the stratified random sampling method from 2018 to 2023. Demographic information, lifestyle, waist circumference and blood biochemical indicators were collected through questionnaire surveys, physical examinations and laboratory tests. Influencing factors for high-risk CVD among residents aged 35 to 75 years were identified using a multivariable logistic regression model, and a prediction model for high-risk CVD was established. The predictive effect was evaluated using the receiver operating characteristic (ROC) curve.
Results:
A total of 6 968 individuals were surveyed, including 2 821 males (40.49%) and 4 147 females (59.51%), and had a mean age of (59.92±9.33) years. There were 1 155 high-risk CVD population, with a detection rate of 16.58%. Multivariable logistic regression analysis showed that gender, age, smoking, central obesity, systolic blood pressure, fasting blood glucose, triglyceride and low-density lipoprotein cholesterol were influencing factors for high-risk CVD among residents aged 35 to 75 years (all P<0.05). The area under the ROC curve of the established prediction model was 0.849 (95%CI: 0.834-0.863), with a sensitivity of 0.693 and a specificity of 0.863, indicating good discrimination.
Conclusion
The model constructed by eight factors including demographic characteristics, lifestyle and blood biochemical indicators has good predictive value for high-risk CVD among residents aged 35 to 75 years.
2.Mutation of Exons 10,11 and 12 of Phenylalanine Hydroxylase Gene in Uygur Children with Classic Phenylketonuria in Xinjiang
Huiqin WANG ; Long LI ; Jinfeng HE
Journal of Medical Research 2025;54(5):34-39
Objective To understand the detection rate of children with phenylketonuria(PKU)in southern Xinjiang in recent 10 years,and analyze the mutation of phenylalanine hydroxylase(PAH)gene in children with classical PKU in southern Xinjiang,so as to provide effective reference for clinical treatment.Methods The concentration of phenylalanine(PHE)in dried filter paper blood was de-tected by chemical fluorescence method for PKU screening of live births in southern Xinjiang.The heel blood or venous blood of 29 Uygur PKU children diagnosed in southern Xinjiang were collected.The exons 10,11,12 of PAH gene and the intron junction region of Uygur PKU children were sequenced by polymerase chain reaction(PCR)product direct sequencing method to determine the mutation site.Results A total of 5gene mutation types and 13mutation sites were detected in 58 chromosomes,and the mutation detection rate was 44.83%(13/29).The five mutations were divided into two mutation sites of ivs10-1(c.1066-11g>a)in the junction region be-tween exon 10 and intron,and four P L3851(c.1155g>c)mutation site,4 exon 12 P R413p(c.1238g>c)mutation site,1 exon 12 P T418p(c.1252a>c)mutation site,two ivs12+1(c.1315+1g>a)mutation sites in exon 12;Two site mutations were detected in 2 of 29 children.Conclusion The detection rate of PKU in southern Xinjiang in recent 10 years was retrospectively analyzed.The mutation types and characteristics of exons 10,11 and 12 of PAH gene and the intron junction region of PAH gene in Xinjiang Uygur children with phenylketonuria were clarified,which laid the foundation for further study of phenylketonuria in Uygur families.
3.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):1334-1343
The identification and optimization of mutations in nanobodies are crucial for enhancing their thera-peutic 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 work-flow,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 mu-tations to predict their impact on binding affinity to the targets.The results showed that multiple mu-tations 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.
4.Proteomic analysis of serum proteins in mice with carbapenem-resistant hypervirulent Klebsiella pneumoniae bloodstream infection
Jinfeng BAO ; Yating MA ; Yin XU ; Yanjuan HE ; Yuyue WANG ; Luoluo SHI ; Chengbin WANG
Chinese Journal of Nosocomiology 2025;35(6):823-828
OBJECTIVE To observe the changes of serum proteins in the mice with carbapenem-resistant hyperviru-lent Klebsiella pneumoniae(CR-hvKP)bloodstream infection by using liquid chromatogram-mass spectrometer(LC-MS),find out the differentially expressed proteins and carry out corresponding biological function analysis.METHODS The models of ICR mice with CR-hvKP and classical Klebsiella pneumoniae(cKP)bloodstream infec-tions were established,the serum specimens were collected from the mice at 12 hours of establishment of the in-fection models and were detected by using LC-MS.The result of LC-MS was identified by using Maxquant soft-ware.The corresponding bioinformatics analysis was performed for the differentially expressed proteins.RESULTS As compared with the normal control group,there were 24 upregulated proteins and 20 downregulated proteins in CR-hvKP group.As compared with cKP group,there were 107 upregulated proteins in the CR-hvKP group.The 134 differentially expressed proteins were retrieved one by one from Uniprot database,it was found that the pro-teins were involved in biological regulation,immune process,biological interaction,movement,metabolic process,response to stimulation,signal transduction,inflammatory response,oxidative stress and angiogenesis.The signal pathway analysis involved multiple metabolism-related pathways,including complement and coagula-tion cascades,cholesterol metabolism,bacterial infection,heme clearance,and assembly,remodeling and clear-ance of plasma lipoprotein.In terms of the proteins being attached great importance,the expression levels of kal-likrein B1(KLKB1)and serpin family A(Serpina)1b were downregulated as compared with the normal control group and were upregulated as compared with the cKP group;the expression levels of serum amyloid A protein(SAA)1,SAA2,Vanin-3(VNN3)and hemoglobinβpolypeptide chain b2(HBB-b2)were upregulated as com-pared with both the cKP group and the normal control group.CONCLUSIONS The CR-hvKP bloodstream infection involves the activation and action of multiple proteins.The rise of SAA1,SAA2,VNN3 and HBB-b2 or the de-cline of KLKB1 and Serpina1b may indicate the CR-hvKP bloodstream infection.
5.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.
6.Lirispirolides A-L, a new class of sesquiterpene-monoterpene heterodimers with anti-neuroinflammatory activity from the rare medicinal plant Liriodendron chinense.
Yuhang HE ; Kexin LI ; Yufei WU ; Zexin JIN ; Jinfeng HU ; Yicheng MAO ; Juan XIONG
Chinese Journal of Natural Medicines (English Ed.) 2025;23(8):938-950
Lirispirolides A-L (1-12), twelve novel sesquiterpene-monoterpene heterodimers featuring distinctive carbon skeletons, were isolated from the branches and leaves of Chinese tulip tree [Liriodendron chinense (L. chinense)], a rare medicinal and ornamental plant endemic to China. The structural elucidation was accomplished through comprehensive spectroscopic analyses, quantum-chemical calculations, and X-ray crystallography. These heterodimers exhibit a characteristic 2-oxaspiro[4.5]decan-1-one structural motif, biosynthetically formed through intermolecular [4 + 2]-cycloaddition between a germacrane-type sesquiterpene and an ocimene-type monoterpene. The majority of the isolated compounds demonstrated significant anti-neuroinflammatory effects in lipopolysaccharide (LPS)-induced BV-2 microglial cells by reducing the production of pro-inflammatory mediators, specifically tumor necrosis factor-α (TNF-α) and nitric oxide (NO). Further investigation revealed that the lirispirolides' inhibition of NO release correlated with decreased messenger ribonucleic acid (mRNA) expression of inducible NO synthase (iNOS).
Sesquiterpenes/isolation & purification*
;
Anti-Inflammatory Agents/isolation & purification*
;
Animals
;
Mice
;
Tumor Necrosis Factor-alpha/genetics*
;
Nitric Oxide/immunology*
;
Microglia/immunology*
;
Molecular Structure
;
Liriodendron/chemistry*
;
Monoterpenes/isolation & purification*
;
Plants, Medicinal/chemistry*
;
Cell Line
;
Lipopolysaccharides
;
Nitric Oxide Synthase Type II/immunology*
;
Plant Extracts/pharmacology*
;
China
7.Proteomic analysis of serum proteins in mice with carbapenem-resistant hypervirulent Klebsiella pneumoniae bloodstream infection
Jinfeng BAO ; Yating MA ; Yin XU ; Yanjuan HE ; Yuyue WANG ; Luoluo SHI ; Chengbin WANG
Chinese Journal of Nosocomiology 2025;35(6):823-828
OBJECTIVE To observe the changes of serum proteins in the mice with carbapenem-resistant hyperviru-lent Klebsiella pneumoniae(CR-hvKP)bloodstream infection by using liquid chromatogram-mass spectrometer(LC-MS),find out the differentially expressed proteins and carry out corresponding biological function analysis.METHODS The models of ICR mice with CR-hvKP and classical Klebsiella pneumoniae(cKP)bloodstream infec-tions were established,the serum specimens were collected from the mice at 12 hours of establishment of the in-fection models and were detected by using LC-MS.The result of LC-MS was identified by using Maxquant soft-ware.The corresponding bioinformatics analysis was performed for the differentially expressed proteins.RESULTS As compared with the normal control group,there were 24 upregulated proteins and 20 downregulated proteins in CR-hvKP group.As compared with cKP group,there were 107 upregulated proteins in the CR-hvKP group.The 134 differentially expressed proteins were retrieved one by one from Uniprot database,it was found that the pro-teins were involved in biological regulation,immune process,biological interaction,movement,metabolic process,response to stimulation,signal transduction,inflammatory response,oxidative stress and angiogenesis.The signal pathway analysis involved multiple metabolism-related pathways,including complement and coagula-tion cascades,cholesterol metabolism,bacterial infection,heme clearance,and assembly,remodeling and clear-ance of plasma lipoprotein.In terms of the proteins being attached great importance,the expression levels of kal-likrein B1(KLKB1)and serpin family A(Serpina)1b were downregulated as compared with the normal control group and were upregulated as compared with the cKP group;the expression levels of serum amyloid A protein(SAA)1,SAA2,Vanin-3(VNN3)and hemoglobinβpolypeptide chain b2(HBB-b2)were upregulated as com-pared with both the cKP group and the normal control group.CONCLUSIONS The CR-hvKP bloodstream infection involves the activation and action of multiple proteins.The rise of SAA1,SAA2,VNN3 and HBB-b2 or the de-cline of KLKB1 and Serpina1b may indicate the CR-hvKP bloodstream infection.
8.Mutation of Exons 10,11 and 12 of Phenylalanine Hydroxylase Gene in Uygur Children with Classic Phenylketonuria in Xinjiang
Huiqin WANG ; Long LI ; Jinfeng HE
Journal of Medical Research 2025;54(5):34-39
Objective To understand the detection rate of children with phenylketonuria(PKU)in southern Xinjiang in recent 10 years,and analyze the mutation of phenylalanine hydroxylase(PAH)gene in children with classical PKU in southern Xinjiang,so as to provide effective reference for clinical treatment.Methods The concentration of phenylalanine(PHE)in dried filter paper blood was de-tected by chemical fluorescence method for PKU screening of live births in southern Xinjiang.The heel blood or venous blood of 29 Uygur PKU children diagnosed in southern Xinjiang were collected.The exons 10,11,12 of PAH gene and the intron junction region of Uygur PKU children were sequenced by polymerase chain reaction(PCR)product direct sequencing method to determine the mutation site.Results A total of 5gene mutation types and 13mutation sites were detected in 58 chromosomes,and the mutation detection rate was 44.83%(13/29).The five mutations were divided into two mutation sites of ivs10-1(c.1066-11g>a)in the junction region be-tween exon 10 and intron,and four P L3851(c.1155g>c)mutation site,4 exon 12 P R413p(c.1238g>c)mutation site,1 exon 12 P T418p(c.1252a>c)mutation site,two ivs12+1(c.1315+1g>a)mutation sites in exon 12;Two site mutations were detected in 2 of 29 children.Conclusion The detection rate of PKU in southern Xinjiang in recent 10 years was retrospectively analyzed.The mutation types and characteristics of exons 10,11 and 12 of PAH gene and the intron junction region of PAH gene in Xinjiang Uygur children with phenylketonuria were clarified,which laid the foundation for further study of phenylketonuria in Uygur families.
9.Effect of TFP-RSB and TFP on inflammatory stress and postoperative analgesia in patients undergoing laparoscopic total hysterectomy with diabetes
Kai REN ; Jinfeng MENG ; Xiang CUI ; Kunpeng HE ; Junbai FAN
Chongqing Medicine 2024;53(10):1491-1496,1503
Objective To compare the efficacy of transversus fascia plane block combined with rectus sheath block(TFP-RSB)and transversus fascia plane block(TFP)in alleviating postoperative pain and in-flammation in patients with type 2 diabetes undergoing gynecologic laparoscopic total hysterectomy.Methods A total of 90 patients with type 2 diabetes who underwent gynecologic laparoscopic total hysterecto-my in the Second Hospital of Shanxi Medical University from December 2021 to September 2022 were ran-domly divided into the TFP-RSB group(n=30),the TFP group(n=30),and the blank control group(n=30).The TFP-RSB group received ultrasound-guided TFP-RSB for postoperative analgesia,and the TFP group received TFP block after surgery.The drug was 0.375%ropivacaine.Both groups received combined with pa-tient-controlled intravenous analgesia(PCIA)and those in the control group were treated with PCIA only.The efficacy of perioperative analgesia,postoperative sleep quality and Visual Analog Scale(VAS)scores at 6 h,12 h,and 24 h after operation were compared among the three groups.The levels of IL-6 and Apelin-13 were measured before surgery and at 6 h,12 h,and 24 h postoperatively,and blood glucose was measured at 6 h,12 h,and 24 h postoperatively.Results The blood glucose levels at 6 h,12 h,and 24 h after operation in the TFP-RSB and the TFP groups were lower than those in the blank control group(P<0.05).The blood glucose in the TFP-RSB group was lower than that in the TFP group at each time point after operation(P<0.05).There was no statistical difference in the dosage of sedatives and analgesics used during surgery between the TFP-RSB group and the TFP group(P>0.05).VAS scores at 12 h and 24 h postoperatively were generally lower in the TFP-RSB group compared to the TFP group(P<0.05),as well as compared to the blank control group(P<0.05).There was no significant difference in VAS scores at 6h postoperatively between the TFP-RSB and TFP groups(P>0.05),but both were lower than the blank control group(P<0.05).The con-sumption of sufentanil at 24 h postoperatively was slightly lower in the TFP-RSB group than in the TFP group(P<0.05).The PQSI sleep quality in the TFP-RSB group was better than that in the TFP and the blank control groups(P<0.05).The levels of inflammatory factor IL-6(at 6 h,12 h,and 24 h postoperative-ly)were generally lower in the TFP-RSB group compared to the TFP group and the blank control group(P<0.05),with no significant difference between the TFP group and the blank control group at 24 h postopera-tively(P>0.05).Apelin-13 levels were lower at all postoperative time points compared to preoperative levels in all three groups(P<0.05).Serum Apelin-13 levels at 6 h,12 h,and 24 h postoperatively were lower in the TFP-RSB group than in the TFP group(P<0.05),and both were lower than the blank control group(P<0.05).The incidence of postoperative nausea and vomiting was lower in the TFP group(26.6%)than in the blank control group(50.0%),but the difference was not statistically significant(P>0.05).The incidence in the TFP-RSB group(3.3%)was lower than in the TFP group(26.6%)and the blank control group(50.0%),P<0.05.Conclusion Compared with TFP block,TFP-RSB block has better postoperative analge-sia effect,less blood glucose fluctuations,and more obvious inhibitory effect on inflammatory response in dia-betic patients undergoing gynecological laparoscopic total hysterectomy.
10.Effects of extracorporeal shock wave therapy on lower extremity vascular lesions in diabetic rats
Bowei ZHANG ; Qian YU ; Hongyong LIAO ; Yichi ZHANG ; Jinfeng ZOU ; Chunjing HE
Chongqing Medicine 2024;53(14):2092-2098
Objective To observe the effect of extracorporeal shockwave therapy (ESWT) in regulating endothelial cell phosphatase and tensin homolog deleted on chromosome ten (PTEN) expression on lower ex-tremity vascular lesion and its possible mechanism.Methods Twenty-four 2-month-old healthy male SD rats were randomly divided into the three groups:control group (group A),diabetes angiopathy group (group B),diabetes angiopathy+ESWT group (group C).The group B and C were fed with high fat and high sugar and intraperitoneally injected with streptozotocin 60 mg/kg to establish the rat model of diabetes vascular lesion. The group C received ESWT at 1 week (T1),2 weeks (T2),3 weeks (T3) and 4 weeks (T4) after modeling,and the blood stream velocity of rat femoral artery vascular lesion area and vascular internal diameter were measured at T4 by ultrasound.At the end of ESWT,the rats were immediately killed for taking their femoral arteries and gastrocnemius.The structures of the femoral arteries in each group were observed under electron microscopy.Western blot was used to detect the expression levels of PTEN,PI3K and Akt proteins,while qRT-PCR was used to detect the expression levels of PTEN mRNA.Immunofluorescence was used to detect the expression level of CD31 in gastrocnemius muscle .Results The peak systolic flow velocity and end-dias-tolic flow velocity of femoral artery at T4 in group B and C were significantly lower than those in group A (P<0.05),but group C was higher than group B (P<0.05).The internal diameter of femoral artery had no statistical difference among 3 groups (P>0.05).The PTEN expression level in group B and group C was sig-nificantly lower than that in group A (P<0.05),while group C was higher than group B (P<0.05).The ex-pression levels of PI3K and Akt in group B were higher than those in group A (P<0.05),and group C was lower than group B (P<0.05).The PTEN mRNA expression level in group B and group C was significantly lower than that in group A (P<0.05),but group C was higher than group B (P<0.05).Under electron mi-croscopy,it was observed that after ESWT,the endothelial cell damage in group C was obvious when com-pared with group B.The CD31 expression level in group B and group C was significantly lower than that in group A (P<0.05),but group C was higher than group B (P<0.05).Conclusion ESWT could improve the vascular function,increase the peak velocity during systolic period of femoral artery in diabetes rats and im-prove the microvessel density of gastrocnemius muscle by up-regulating PTEN in lower extremity artery and down-regulating PI3K and Akt in diabetes rats.


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