1.Advances in development of antiviral strategies against respiratory syncytial virus.
Ge YANG ; Guangyu JIANG ; Jiandong JIANG ; Yuhuan LI
Acta Pharmaceutica Sinica B 2025;15(4):1752-1772
Human respiratory syncytial virus (RSV) is a major cause of lower respiratory tract infections in infants and young children, as well as an important cause of respiratory tract infections in immunocompromised patients and the elderly, which poses a significant economic and social burden worldwide. In recent years, substantial progress has been made in understanding the structure and function of RSV proteins and the interactions between RSV with host factors which is helpful to the discovery of new therapeutic targets and the development of novel interventions. Although two vaccines and two monoclonal antibodies for RSV prevention have been approved, the antiviral treatment remains an unmet clinical need. In this review, we summarize the structure, protein functional properties, and pathological mechanisms of RSV and the current status of RSV drug development. In addition, remaining challenges and innovative ideas for RSV prevention and treatment have also been highlighted.
2.Effects of Mahuang Lianqiao Chixiaodou Decoction Regulating C3a/C3aR Signaling Pathway on Inflammatory Response of IgA Nephropathy Rats
Ting SONG ; Guangyu SHENG ; Yaheng ZHANG ; Wei RUAN ; Xuejun YANG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(9):76-82
Objective To explore the effects of Mahuang Lianqiao Chixiaodu Decoction on IgA nephropathy model rats and its mechanism based on C3a/C3aR signaling pathway.Methods Nine rats were randomly selected from 30 male Wistar rats as control group(9 rats),the remaining 21 rats were prepared IgA nephropathy models using the bovine serum albumin-lipopolysaccharide-carbon tetrachloride complex immunization method.Finally 18 successfully modeled rats were randomly divided into model group,Chinese medicine group and Western medicine group,Chinese medicine group was treated with Mahuang Lianqiao Chixiaodou Decoction suspension by gavage,the Western medicine group was treated with losartan suspension by gavage,the control group and model group were treated with normal saline by gavage.The intervention lasted for 4 weeks.HE,PAS and Masson staining were used to observe the morphology of renal tissue,the expression of IgA in glomerular mesangial area was detected by immunofluorescence,the contents of IL-6,TNF-α and C3a in renal tissue were detected by ELISA,the protein expressions of C3/C3b/C3c,C3aR,CFB,TLR4 and NF-κBp65 in renal tissue were detected by Western blot,the positive expressions of C3,C3aR and CFB in renal tissue were detected by immunohistochemistry.Results Compared with the control group,the model group showed compensatory expansion of large glomeruli,proliferation of mesangial cells,expansion of mesangial matrix,and strong positive IgA immune complex deposition in mesangial area(P<0.01),the contents of IL-6,TNF-α and C3a in renal tissue significantly increased(P<0.01),the expressions of C3/C3b/C3c,C3aR,CFB,TLR4 and NF-κBp65 protein in renal tissue increased(P<0.05),the positive expressions of C3,C3aR and CFB in renal tissue significantly increased(P<0.01).Compared with the model group,the pathological damage of Chinese medicine group and Western medicine group was alleviated,the deposition of IgA immune complex was significantly reduced(P<0.01),the contents of IL-6 and TNF-α in renal tissue significantly decreased(P<0.01,P<0.05),and the expressions of C3/C3b/C3c,C3aR,CFB,TLR4 and NF-κBp65 protein in renal tissue decreased(P<0.01,P<0.05),the positive expressions of C3,C3aR and CFB in renal tissues decreased(P<0.01).Conclusion Mahuang Lianqiao Chixiaodou Decoction can inhibit the inflammatory response and improve renal pathological damage in IgA nephropathy rats,and the mechanism may be related to the inhibition of alternative pathway complement activation and the regulation of C3a/C3aR and TLR4/NF-κB signaling pathways.
3.Prediction model and verification of sperm DNA fragments based on traditional Chinese medicine syndrome and semen quality-related parameters
Chao ZHOU ; Guangyu YU ; Shaohua YANG ; Leilei GAO ; Zhen JIN ; Yueyuan JIANG ; Huan LI
Chinese Journal of Tissue Engineering Research 2025;29(13):2661-2668
BACKGROUND:The combination of traditional Chinese medicine syndrome and semen quality-related parameters can jointly predict the occurrence of abnormal increase in sperm DNA fragmentation index (DFI) and draw a column chart,which can significantly improve clinical practicality and application efficiency,provide a basis for comprehensive evaluation of semen quality in clinical practice,take active intervention measures to improve clinical outcomes,and formulate personalized medical plans.OBJECTIVE:To explore the prediction model and verification of sperm DNA fragments based on traditional Chinese medicine syndrome and semen quality-related parameters.METHODS:Retrospective analysis was made on 420 infertile patients who received traditional Chinese medicine syndrome diagnosis and sperm DNA fragment rate examination in the Department of Traditional Chinese Medicine Andrology,Nanxishan Hospital of Guangxi Zhuang Autonomous Region from July 2019 to July 2021.According to the Manual of Human Semen Examination and Treatment Laboratories (6th Edition),137 patients with sperm DFI>30% were included in the group of abnormally high sperm DFI,and 283 patients with sperm DFI ≤ 30% were taken as the control group.First,univariate analysis was used to screen the influencing factors of the abnormal increase of sperm DFI.Then,the best matching factor was selected by using the collinearity problem of LASSO correction factors.Then,it was included in the multifactor forward stepwise logistic regression to find out its independent influencing factors and draw a nomogram.Finally,the receiver operating characteristic curve,calibration curve,decision curve analysis and clinical impact curve were used to verify the differentiation and accuracy of the prediction model and its clinical application effectiveness.RESULTS AND CONCLUSION:(1) The results of the univariate analysis showed that age,body mass index,forward motion rate,total sperm motility,sperm concentration,sperm morphology,kidney yang deficiency syndrome,damp heat downpour syndrome,and kidney sperm deficiency syndrome were the influencing factors for the abnormal increase of sperm DFI (P<0.05).(2) The best matching factors further screened by LASSO regression were age,body mass index,total sperm motility,sperm concentration,sperm morphology,kidney yang deficiency syndrome,damp heat downpour syndrome,and kidney essence deficiency syndrome (P<0.05).(3) Multifactor forward stepwise Logistic regression showed that age,body mass index,sperm concentration,total sperm motility,damp heat downpour syndrome,and kidney yang deficiency syndrome were six independent factors that caused the abnormal increase in sperm DFI.(4) Receiver operating characteristic curve showed that the area under the curve of the model group was 0.760(0.713,0.806),and the area under the curve of the validation group was 0.745(0.714,0.776).It showed that the prediction model had good discrimination.(5) The average absolute error of the calibration curve was 0.040,and the Hosmer Lemeshow test (P>0.05),suggesting that there was no significant statistical difference between the probability of the abnormal increase in DFI of spermatozoa predicted by the model and the probability of the abnormal increase in DFI of spermatozoa actually occurred,which confirmed that the model had good accuracy.(6) Decision curve analysis and clinical impact curve showed that the model group and validation group had the maximum clinical net benefit when the threshold probability values were (0.08-0.84) and (0.09-0.78) respectively,and had good clinical application efficiency within the threshold probability range.(7) These findings conclude that age,body mass index,sperm concentration,total sperm viability,damp heat downpour syndrome and kidney yang deficiency syndrome are independent factors that cause the abnormal increase in sperm DFI.The nomogram of the clinical prediction model constructed by them has good clinical prediction value and clinical application efficiency,and can provide the basis for comprehensive clinical evaluation of semen quality and individualized medical service.
4.Clinical effect of collagen injection in improving periorbital aging
Qinglan LAI ; Yang BAO ; Guangyu CHEN
Chinese Journal of Plastic Surgery 2025;41(3):256-263
Objective:To investigate the clinical efficacy and safety of collagen injection in improving periorbital aging.Methods:The data of patients receiving collagen injections treated for periorbital aging at Hangzhou Xueran Medical Beauty Clinic from December 2023 to July 2024 were analyzed retrospectively. Pre-injection facial photographs were taken to assess periorbital aging severity. A domestic collagen filler (35 mg/ml premixed with 0.3% lidocaine) was injected. First, 30 G sharp needle was used to inject filler into the periorbital periosteal layer through 6 points on each side. After that, 27 G blunt needle was used to give falloped flat injection in the subcutaneous and under the orbicularis oculi muscle, respectively, from 2 points on each side. Total doses (1-6 ml) were determined by aging severity. Based on prior pain perception experiences, injection sites were categorized into three zones. Psychological interventions were implemented during left facial injections, while right facial injections served as non-intervention controls. Post-procedure care included erythromycin ointment application and ice compression. Patient images were obtained immediately post-treatment, at 1 month, and 3 months after treatment. Periorbital aging rating scale (PARS) was assessed by third-party. The higher the scale rating, the more severe the periorbital aging. After treatment, a reduction of 1 grade from the pre-treatment rating was regarded as effective improvement, and a reduction of ≥2 grades was regarded as significant improvement. Global aesthetic improvement scale (GAIS) was assessed by the patients. The full score was 5, the higher the score, the greater the improvement. The patient satisfaction was evaluated by self-made scale. The effectiveness of psychological intervention was evaluated by patients immediately after treatment. The complications were followed up and recorded. SPSS 26.0 software was used for statistical analysis, and the measurement data were expressed as Mean±SD. Paired sample t-test was used to compare the same patient before and after treatment. Counting data was expressed as cases (%). Results:A total of 45 patients were included, including 10 males and 35 females, aged (35.6±8.0) years (25-55 years). All patients were followed up. PARS evaluation showed that, PARS rating at immediately after injection, 1 month and 3 months after injection[(1.3±0.7), (1.1±0.6), (1.2±0.7) grade] was significantly decreased ( t=23.45, 25.38, 26.36, all P<0.001), compared with that before treatment[(2.2±0.6) grade]. All patients achieved significant or effective improvement immediately and 1 month after treatment. Only 1 patient’s rating recovered to the pre-treatment level 3 months after treatment. After treatment, GAIS scores remained stable as 4.8±0.4 (immediate) vs. 4.9±0.3 (1-month) vs. 4.6±0.5 (3-month), showing no significant differecnce ( t=-1.98, 1.52; P=0.058, 0.135). 44 cases (97.8%) reported satisfied results and maintained improvement with high satisfaction, while 1 case (2.2%) noted mostly loss at 3 months. All patients (100%) perceived enhanced comfort during left-side psychological interventions. Adverse events included 1 case (2.2%) of transient ecchymosis resolving within 5 days. No allergies, nodules, or vascular complications occurred. Natural dynamic expressions were maintained in all patients at 3 months. Conclusion:Periocular collagen injection can effectively improve the signs of aging around the eyes and exhibit good long-term effect. The implementation of psychological interventions during the injection treatment can effectively alleviate fear and anxiety, significantly enhance treatment comfort.
5.Properties,functions,and classification of linkers in molecular design of fusion proteins
Tiantian YANG ; Yuan WANG ; Min LI ; Guangyu ZHAO
Military Medical Sciences 2025;49(9):700-706
In the era of rational molecular design of fusion proteins,linker selection has garnered significant attention as a critical determinant of construct functionality.Suboptimal selection of linkers may result in such structural perturbations as protein misfolding,reduced expression yields,and compromised bioactivity.Consequently,the strategic selection of linkers tailored to specific objectives of molecular design by optimizing spatial orientation,maintaining domain autonomy or enabling post-translational modifications has emerged as a pivotal research frontier.Given these challenges,this review outlines the common properties of linkers,ways of classification,and the functional-structural interplay in current applications.Furthermore,we propose context-dependent selection frameworks for therapeutic proteins,biosensors,and enzyme cascades,which can serve as a systematic methodology to guide linker optimization in next-generation fusion protein engineering.
6.Influencing factors of aspiration in neurological critically ill patients:a Meta-analysis
Yang ZHANG ; Haiqing DIAO ; Mengyue LI ; Ting TIAN ; Xiaoguang LIU ; Qiang MA ; Guangyu LU ; Hailong YU ; Yuping LI
Journal of Clinical Medicine in Practice 2025;29(1):118-124
Objective To evaluate the influencing factors of aspiration in neurological critically ill patients by Meta-analysis.Methods PubMed,Embase,Web of Science,CNKI,and Wanfang Data were searched from inception to 1 October,2023,to obtain relevant studies on influencing fac-tors of aspiration in neurological critically ill patients.The literature screening,data extraction and quality evaluation were completed by two researchers.RevMan 5.4 and Stata 13.0 software were ap-plied for pooled Meta-analysisand assessed publication bias,respectively.Results A total of 8 arti-cles,including 1,315 neurocritical care patients,were included in this study.Nine influencing factors related to aspiration were extracted for Meta-analysis.The Meta-analysis results showed that the three influencing factors that caused aspiration in neurocritical care patients were stroke history(OR=5.03,95%CI,2.71 to 9.32,P<0.000 01),National Institutes of Health Stroke Scale(NIHSS)score>10(OR=3.35,95%CI,1.75 to 6.42,P=0.000 3),and gastric residual volume>150mL(OR=7.13,95%CI,2.55 to 9.96,P=0.001).Conclusion This study provides a scientific basis for clinical healthcare professionals to early identify high-risk patients for aspiration,take targeted inter-vention measures,and prevent the occurrence of aspiration.
7.Abnormal O-glycosylation mediated by the deficiency of molecular chaperone Cosmc or T-synthase regulates the expression of miRNAs in colorectal cancer exosomes
Tianbo GAO ; Yang GE ; Guangyu AN ; Jiannan YAO ; Yuliang JIANG ; Heshu LIU ; Rui YAN
Journal of Capital Medical University 2025;46(3):401-409
Objective To explore the effects of aberrant O-glycosylation modifications induced by the knockout of Cosmc or T-synthase genes on the expression profiles of miRNAs in exosomes derived from colorectal cancer cells and to reveal the molecular mechanisms of O-glycosylation in the development of colorectal cancer and identify potential biomarkers for early diagnosis and treatment.Methods This research specifically targets the Cosmc or T-synthase genes in the human colorectal cancer cell line HCT116 to create stable cell lines exhibiting abnormal O-glycosylation with CRISPR/Cas-9 gene editing technology.Exosomes originating from these colorectal cancer cells were isolated and authenticated.A microarray chip equipped with primer sequences for 16 miRNAs closely associated with colorectal cancer was employed to assess the differential expression of miRNAs within these exosomes with fluorescent quantitative polymerase chain reaction(PCR).And then,a cohort of miRNAs that exhibited significant and consistent changes in expression levels across the exosomes from both cell lines was selected.These miRNAs were further validated independently with traditional fluorescent quantitative PCR.Subsequently,data from The Cancer Genome Atlas Program(TCGA)database containing patient information on colorectal cancer was harnessed.Employing R programming language,Gene Set Enrichment Analysis(GSEA)was conducted on the upregulated miRNA to investigate the downstream pathways significantly impacted and the malignant biological behaviors they may influence.Results The absence of either Cosmc or T-synthase genes results in the dysregulation of O-glycosylation in colorectal cancer cells,leading to the exposure of Tn antigens.This,in turn,affects the expression levels of specific miRNAs in exosomes derived from these cells.Specifically,the expression of hsa-miR-125b-1-3p was downregulated,while that of hsa-miR-218-5p was upregulated.Notably,hsa-miR-218-5p were found to be closely associated with the epithelial-mesenchymal transition(EMT)process in tumor cells,which is a key mechanism in cancer progression.Conclusion It elucidates that the aberrant O-glycosylation mediated by the knockout of Cosmc or T-synthase genes significantly influences the expression of certain miRNAs in exosomes from colorectal cancer cells,potentially affect the EMT process in colorectal cancer and thereby promoting distant metastasis.Given the inherent stability and detectability advantages of colorectal cancer-derived exosomes,the altered expression levels of miRNAs within these exosomes may serve as indicators of the stated of abnormal O-glycosylation in colorectal cancer.These findings suggest that exosomal miRNAs have potential as biomarkers for monitoring disease progression and therapeutic efficacy.Consequently,this could pave the way for more personalized diagnostic and treatment strategies tailored to individual colorectal cancer patients,enhancing the precision and effectiveness of clinical management.
8.Differences in cytokines expression between mild and severe infant cases infected with respiratory syncytial virus
Guangyu XUE ; Yuting HU ; Kexin ZONG ; Qin LUO ; Shengnan YANG ; Miao FENG ; Xiaoyu YI ; Zhiqiang XIA ; Chen GAO ; Haijun DU ; Ying LI ; Ying CHEN ; Feng HE ; Yajuan WANG ; Yingli QU ; Jin CAO ; Wenyan TIAN ; Qinqin SONG ; Hailan YAO ; Jun HAN
Chinese Journal of Experimental and Clinical Virology 2025;39(3):370-377
Objective:To analyze the clinical characteristics and cytokines expression characteristics in infants with mild and severe respiratory syncytial virus (RSV) infection.Methods:From May 2023 to December 2023, plasma samples and clinical information were collected from 16 infants with RSV infection and 14 control infants. Cytek Aurora flow cytometry (Cytek, America) and Enzyme linked immunosorbent assay (ELISA) were used to detect the expression levels of 25 cytokines after mild and severe RSV infection.Results:Cough and nasal obstruction were the main clinical manifestations in infants with mild RSV infection, accompanied by polypnea, wheezing and other symptoms. The main symptoms of severe RSV infection were cough and rales, accompanied by fever and polypnea. In comparison with the control group, the expression levels of IL-2, IL-4, IL-5, IL-6, IL-9, IL-13, IL-22, TNF-α, IFN-α, IFN-β, MIP-1β, I-TAC, ENA-78, GROα, Eotaxin, and MCP-1 in the RSV infection group all exhibited an upregulation trend. Both IP-10 and MIP-3α demonstrated a downward trend in the RSV infection group; however, there was no statistically significant difference ( P>0.05). The levels of IL-10, IFN-γ, MIP-1α, and IL-8 in the RSV infection group were significantly higher than those in the control group, whereas the levels of MIG, TARC, and RANTES in the RSV infection group were significantly lower than those in the control group ( P<0.05). The levels of IL-2, IL-4, IL-5, IL-6, IL-9, IL-10, IL-13, IL-22, IFN-β, IFN-γ, TNF-α, IL-8, I-TAC, MIP-1β, Eotaxin, and MCP-1 in the mild RSV infection group were significantly higher than those in the severe RSV infection group ( P>0.05). Among these, the levels of MIG, RANTES, TARC, MIP-3α, and ENA-78 in the mild infection group were all lower than those in the severe infection group. The expressions of ENA-78 and MIP-1α in the severe infection group were significantly higher than those in the mild infection group and also higher than those in the control group. There was no significant difference in IP-10 and GROα between the mild and severe RSV infection groups ( P>0.05). Conclusions:The differences in clinical features and cytokines between infants with mild and severe RSV infection provide important data support for the prevention and treatment of RSV infection in infants.
9.The efficacy and safety of nebulized inhalation of recombinant human interferon α1b in the treatment of pediatric respiratory syncytial viral associated lower respiratory tract infections: a multicenter, randomized, double-blind, placebo-controlled phase Ⅲ clinical study
Xiaohui LIU ; Baoping XU ; Yunxiao SHANG ; Han ZHANG ; Zhenkun ZHANG ; Guangyu LIN ; Ju YIN ; Aihua CUI ; Guocheng ZHANG ; Zhaoling SHI ; Liwei GAO ; Chunming JIANG ; Junmei BIAN ; Yongjian HUANG ; Rongfang ZHANG ; Xiaomei LIU ; Xiaoqing YANG ; Yu TANG ; Lili ZHONG ; Hongmei QIAO ; Chuangli HAO ; Yuqing WANG ; Qubei LI ; Ling CAO ; Yungang YANG ; Ling LU ; Rongjun LIN ; Xingzhen SUN ; Wei ZHOU ; Qiang CHEN ; Jikui DENG ; Yuejie ZHENG ; Lin ZHAO ; Tao AI ; Xiaohong LIU ; Xiaoxia LU ; Ning JIANG ; Ming LI
Chinese Journal of Applied Clinical Pediatrics 2025;40(3):180-186
Objective:To evaluate the efficacy and safety of nebulized inhalation of recombinant human interferon (IFN) α1b injection in the treatment of respiratory syncytial virus (RSV) associated lower respiratory tract infections (pneumonia and bronchiolitis) in children.Methods:A randomized, double-blind, parallel, placebo-controlled add-on design was used.Children with pneumonia or bronchiolitis aged 2 months to 5 years who tested positive for RSV antigen within 72 hours of onset from 30 clinical trial sites including Beijing Children′s Hospital, Capital Medical University between February 2021 and December 2022 were included in this study and randomly divided into 2 groups at a ratio of 1∶1 based on a stratified-block method.Both groups received basic treatments such as cough control, asthma relieving, expectorant treatment, fever reduction, oxygen therapy, etc.The experimental group received additional nebulized inhalation of IFN α1b injection at a dose of 2.0 μg/(kg·time), twice a day.The control group received nebulized inhalation of placebo twice a day.Clinical efficacy was evaluated based on indicators such as the duration of clinical symptoms and signs, and the Kaplan-Meier method was used to calculate the median and 95% CI of the duration of clinical symptoms and signs.The Log-rank test was used to compared data between groups.Safety was assessed through the incidence of adverse reactions and laboratory tests, and the Chi-square test was used to analyze the difference between groups. Results:There were 123 children in the experimental group and 122 children in the control group.The median durations of all the 5 clinical symptoms and signs [including shortness of breath, wheezing, dyspnea (visible retractions), decreased transcutaneous oxygen saturation, and abnormal mental state] in the experimental group after treatment were slightly shortened than those in the control group [2.7 d(95% CI: 1.9-3.0 d)] vs.[2.9 d(95% CI: 2.6-3.6 d), P=0.027].The improvement in dyspnea (retractions) was especially pronounced in the experimental group, with a relief rate of 50.0% (0, 100%) on the first day of administration[compared with 0 (0, 50.0%) in the control group ( Z=2.002, P=0.025)].The median duration of dyspnea in the experimental group was nearly 1 day shorter than that in the control group [1.0 d(95% CI: 0.7-1.7 d) vs.1.8 d(95% CI: 1.0-2.5 d), P=0.046].There were no significant difference in hospital stay [6.0(5.0, 8.0) d vs.6.5(5.0, 8.0) d, Z=0.675, P=0.500], oxygen therapy duration [32.0(14.0, 96.3) h vs.39.0 (24.0, 83.2) h, Z=0.094, P=0.925], the recovery rate from clinical symptoms during treatment [(105/106, 99.1%) vs.(96/101, 95.0%)], and recurrence rate [(0/106, 0) vs.(2/101, 2.0%)] between the 2 groups (all P>0.05).However, the above-mentioned four indicators in the experimental group showed a trend of clinical benefits.The quantitative virus detection results showed that the RSV viral load in both groups decreased after treatment compared to before treatment.After 2 days of treatment, the decline rate of RSV viral load from the baseline was 0.90 lg copies/(mL·d) in the experimental group and 0.25 lg copies/(mL·d)in the control group, with a statistically significant difference ( P<0.05).Furthermore, there was no statistically significant difference in the incidence of adverse reactions between the 2 groups ( P>0.05).Importantly, no drug-related serious adverse reactions occurred in both groups. Conclusions:The nebulized inhalation therapy of IFN α1b demonstrates efficacy and safety in treating pediatric RSV associated lower respiratory tract infections.It particularly offers outstanding clinical therapeutic value for severe children.
10.Prediction model and verification of sperm DNA fragments based on traditional Chinese medicine syndrome and semen quality-related parameters
Chao ZHOU ; Guangyu YU ; Shaohua YANG ; Leilei GAO ; Zhen JIN ; Yueyuan JIANG ; Huan LI
Chinese Journal of Tissue Engineering Research 2025;29(13):2661-2668
BACKGROUND:The combination of traditional Chinese medicine syndrome and semen quality-related parameters can jointly predict the occurrence of abnormal increase in sperm DNA fragmentation index (DFI) and draw a column chart,which can significantly improve clinical practicality and application efficiency,provide a basis for comprehensive evaluation of semen quality in clinical practice,take active intervention measures to improve clinical outcomes,and formulate personalized medical plans.OBJECTIVE:To explore the prediction model and verification of sperm DNA fragments based on traditional Chinese medicine syndrome and semen quality-related parameters.METHODS:Retrospective analysis was made on 420 infertile patients who received traditional Chinese medicine syndrome diagnosis and sperm DNA fragment rate examination in the Department of Traditional Chinese Medicine Andrology,Nanxishan Hospital of Guangxi Zhuang Autonomous Region from July 2019 to July 2021.According to the Manual of Human Semen Examination and Treatment Laboratories (6th Edition),137 patients with sperm DFI>30% were included in the group of abnormally high sperm DFI,and 283 patients with sperm DFI ≤ 30% were taken as the control group.First,univariate analysis was used to screen the influencing factors of the abnormal increase of sperm DFI.Then,the best matching factor was selected by using the collinearity problem of LASSO correction factors.Then,it was included in the multifactor forward stepwise logistic regression to find out its independent influencing factors and draw a nomogram.Finally,the receiver operating characteristic curve,calibration curve,decision curve analysis and clinical impact curve were used to verify the differentiation and accuracy of the prediction model and its clinical application effectiveness.RESULTS AND CONCLUSION:(1) The results of the univariate analysis showed that age,body mass index,forward motion rate,total sperm motility,sperm concentration,sperm morphology,kidney yang deficiency syndrome,damp heat downpour syndrome,and kidney sperm deficiency syndrome were the influencing factors for the abnormal increase of sperm DFI (P<0.05).(2) The best matching factors further screened by LASSO regression were age,body mass index,total sperm motility,sperm concentration,sperm morphology,kidney yang deficiency syndrome,damp heat downpour syndrome,and kidney essence deficiency syndrome (P<0.05).(3) Multifactor forward stepwise Logistic regression showed that age,body mass index,sperm concentration,total sperm motility,damp heat downpour syndrome,and kidney yang deficiency syndrome were six independent factors that caused the abnormal increase in sperm DFI.(4) Receiver operating characteristic curve showed that the area under the curve of the model group was 0.760(0.713,0.806),and the area under the curve of the validation group was 0.745(0.714,0.776).It showed that the prediction model had good discrimination.(5) The average absolute error of the calibration curve was 0.040,and the Hosmer Lemeshow test (P>0.05),suggesting that there was no significant statistical difference between the probability of the abnormal increase in DFI of spermatozoa predicted by the model and the probability of the abnormal increase in DFI of spermatozoa actually occurred,which confirmed that the model had good accuracy.(6) Decision curve analysis and clinical impact curve showed that the model group and validation group had the maximum clinical net benefit when the threshold probability values were (0.08-0.84) and (0.09-0.78) respectively,and had good clinical application efficiency within the threshold probability range.(7) These findings conclude that age,body mass index,sperm concentration,total sperm viability,damp heat downpour syndrome and kidney yang deficiency syndrome are independent factors that cause the abnormal increase in sperm DFI.The nomogram of the clinical prediction model constructed by them has good clinical prediction value and clinical application efficiency,and can provide the basis for comprehensive clinical evaluation of semen quality and individualized medical service.

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