1.Effect of vitamin B12 eye drops on the expression of MMP-9 and TNF-α in the cornea of mice with dry eye disease
Hui DONG ; Huacheng ZHENG ; Weiting WANG ; Haixia ZHAO
Acta Universitatis Medicinalis Anhui 2026;61(3):424-431
ObjectiveTo investigate how vitamin B12 eye drops regulate MMP-9 and TNF-α expression levels in the corneas of dry eye disease (DED) mouse model induced by a combination of an artificially simulated dry environment (air humidity 30%) and subcutaneous injection of hyoscine hydrobromide. MethodsFifty C57BL/6 female mice were used in the study. 10 mice formed A group (blank control), while the remaining 40 mice were subjected to dry eye disease induction through subcutaneous injection of scopolamine hydrobromide in a controlled environment with 30% air humidity. All mice underwent schirmer I test (SIT), tear break-up time (TBUT), and corneal fluorescence staining score(CFS)evaluations. Mice meeting modeling criteria were randomly assigned to three groups: B group (model group), C group (PBS control), and D group (vitamin B12 group). 0, 7, 14, and 21 days after treatment, each group received TBUT, SIT, CFS, and corneal inflammation assessments. Macroscopic analysis evaluated the efficacy of vitamin B12 eye drops in treating dry eye. After 21 days of treatment, all mice were euthanized via cervical dislocation and their corneas analyzed using HE staining to examine morphological changes. ELISA and immunohistochemical methods were employed to detect MMP-9 and TNF-α expression levels in corneal tissues across groups. ResultsIn dry environments (air humidity 30%), subcutaneous injection of scopolamine hydrobromide induced changes in dry eye-related indicators in mice: SIT significantly decreased, TBUT significantly shortened, corneal fluorescein staining increased, and CFS all significantly elevated (P 0.05), indicating successful establishment of the dry eye model. A total of 30 dry eye mice were enrolled. When the dry eye model was successfully established without drug intervention, no statistically significant differences were observed between B group, C group and D group in terms of TBUT, SIT, corneal fluorescein staining, or CFS. Compared with A group, B group, C group and D group showed statistically significant differences in reduced SIT, shortened TBUT, increased corneal fluorescein staining, and elevated CFS (P 0.05). After drug intervention, D group (vitamin B12 group) exhibited significantly increased SIT, prolonged TBUT, reduced corneal fluorescein staining, clearer corneas, decreased fluorescein staining, and lower CFS compared with B and C groups(P 0.05). ELISA and immunohistochemical staining results showed that compared with A group, B and C groups exhibited significantly increased expression of MMP-9 and TNF-α in corneal tissues (P 0.05). D group showed decreased expression of MMP-9 and TNF-α compared with B and C groups but remained higher than A group (P 0.05). ConclusionThe expression of MMP-9 and TNF-α in the corneal tissues of mice with dry eye is elevated, suggesting that both inflammatory factors, MMP-9 and TNF-α, are involved in the development of dry eye. Vitamin B12 eye drops may improve the symptoms of ocular surface discomfort by promoting the repair of the corneal epithelium. Vitamin B12 eye drops may increase tear secretion, prolong tear film break up time, reduce corneal fluorescein staining, and alleviate the inflammatory reaction of the cornea by decreasing the expression of MMP-9 and TNF-α in the corneal tissues of the mice, thus playing a therapeutic role in the treatment of dry eye disease.
2.Clinical application of KASP-based RHCE genotyping in RhD-positive patients
Xiaoyu LIAN ; Mengdan LI ; Xiaoyu GUAN ; Li TIAN ; Chenying WANG ; Di WU ; Tianqiong LUO ; Xiaolin DU ; Xin JI ; Haixia XU ; Jue WANG ; Ling LI ; Zhong LIU
Chinese Journal of Blood Transfusion 2026;39(5):596-602
Objective: To develop a RHCE genotyping assay based on kompetitive allele-specific PCR (KASP) and assess its clinical accuracy for RhCE blood group determination. Methods: KASP primers were designed to interrogate three RHCE loci: the 109 bp insertion/deletion in intron 2, c. 307T>C, and c. 676C>G. A total of 1 194 RhD-positive inpatients from Chengdu were typed by both KASP genotyping and manual tube serology. Discordant samples (n=10) were retested by both methods and further resolved by Sanger sequencing. An additional 377 cases were tested for the c. 48C>G locus to evaluate the predictive accuracy of individual loci and combined locus testing for RhC antigen. Results: Genotyping concordance with serology was 100.0% for both the c. 676C>G locus (RhE/Rhe) and the c. 307T>C locus (Rhc). For RhC prediction using the 109 bp insertion, overall accuracy was 99.7% (1 191/1 194); the 3 discordant cases were confirmed by Sanger sequencing to be false negatives attributable to 109 bp deletion in intron 2. Testing the c. 48C>G allele for RhC prediction yielded 7 false positives, with an accuracy of 98.1% (370/377). RhC antigen status was determined by combining the 109 bp insertion and the c. 48C allele. After excluding 10 samples with inconsistent results between the two loci, the accuracy reached 100% in the remaining 367 samples. When both loci were applied in combination, accuracy reached 100% in the 367 cases with concordant results. Among the 1 194 patients, CCee (45.8%) and CcEe (31.7%) were the most common RhCE phenotypes. The e antigen had the highest positivity rate (92.2%), and the Ce haplotype was the most frequent (66.9%). Conclusion: The KASP-based RHCE genotyping method achieves high accuracy for clinical RhCE typing. Combining the 109 bp insertion/deletion with the c. 48C allele significantly improves RhC antigen prediction compared with either locus alone. This method was applied to RhCE genotyping of 1 194 RhD-positive inpatients in Chengdu, providing local RhCE phenotype and haplotype distribution data to support RhCE-matched transfusion practice.
3.Establishment and validation of a column chart risk prediction model for aspiration in early enteral nutrition therapy of ICU patients
Haixia WANG ; Fei HE ; Congmei ZHU ; Jing WANG
Tianjin Medical Journal 2025;53(10):1037-1042
Objective To investigate the risk factors of aspiration during early enteral nutrition(EEN)support treatment in patients in intensive care unit(ICU)and establish and validate the corresponding nomogram risk prediction model.Methods A total of 348 ICU patients who received EEN between June 2022 and May 2024 were enrolled and divided into the aspiration group(n=74)and the non-aspiration group(n=274)based on the occurrence of aspiration.Clinical data were collected included age,sex,body mass index(BMI),history of diabetes,endotracheal intubation/mechanical ventilation status,plasma albumin(ALB)levels within 24 h after admission to ICU,disease type(severe pneumonia/stroke/septic shock),consciousness level(Glasgow Coma Scale,GCS),APACHE Ⅱscore,nasogastric tube insertion depth,infusion volume,nutritional risk(NRS2002 score≥3 indicating high risk),and nutrition mode(nasogastric/nasointestinal tube).Logistic regression was used to identify risk factors of aspiration,and a nomogram prediction model was constructed using R software.External validation was performed on 72 EEN-treated ICU patients admitted between June 2024 and January 2025.Results Logistic regression identified age(OR=2.701,95%CI:1.633-4.467),APACHE Ⅱ score(OR=2.125,95%CI:1.133-3.987),consciousness level(OR=2.826,95%CI:1.617-4.940),nasogastric tube insertion depth(OR=1.101,95%CI:1.006-1.136)and nutritional risk(OR=8.996,95%CI:5.017-16.132)were independent risk factors for aspiration(all P<0.05).A nomogram incorporating these factors was developed,converting cumulative scores into individualized aspiration risk probabilities.The model demonstrated strong predictive performance in internal validation(AUC=0.860,calibration curve slope=0.930)and external validation(AUC=0.831).Decision curve analysis(DCA)confirmed significant clinical net benefits across risk thresholds,supporting its practical utility.Conclusion The nomogram model exhibits good discrimination and accuracy,providing a valuable tool for individualized aspiration risk assessment in ICU patients receiving EEN.
4.The Initial Evaluation of the Safety and Impact on Cardiac Electrical Synchronization Post Low Ventricular Septum Implantation of Leadless Pacemaker
Jifang MA ; You ZHOU ; Yonghui ZHAO ; Haitao YANG ; Xiaobiao ZANG ; Juan HU ; Weifeng SONG ; Xianqing WANG ; Haixia FU
Chinese Circulation Journal 2025;40(1):69-75
Objective:This study aims to investigate the feasibility and safety of implanting leadless pacemakers in the low septum and its impact on cardiac electrical synchronization.Methods:A total of 36 patients who received leadless pacemaker implantation at Fuwai Central China Cardiovascular Hospital from January 2021 to August 2023 were included in this study.According to implantation sites of leadless pacemakers,patients were divided into mid-septal group(n=16)and low-septal group(n=20).The clinical characteristics and cardiac electrical synchronization were compared between the two groups.Results:There were 21 male patients,mean age was(68±13)years old.There was no statistical difference in the type of brady-arrhythmia between the two groups(P=0.73).There were 61 implant attempts in these 36 patients,and there was no significant difference in the number of attempts,procedure time,and pacemaker parameters between the two groups,but the average procedure time tended to be shorter in the low-septal group([84±37]minutes vs.[105±35]minutes,P=0.09).In terms of electrical synchronization,there was no statistical difference in QRS duration between the low-septal group and the mid-septal group([162.0±21.1]ms vs.[174.0±14.8]ms,P=0.20).There were no vascular puncture complications,cardiac perforation,or pericardial tamponade during the procedure.There were no complications and readmissions related to the leadless pacemaker during follow-up period.Conclusions:Our results show that the implantation of a leadless pacemaker in the low ventricular septum is safe and effective,has a similar impact on cardiac electrical synchronization as mid-septal pacing.
5.Study on the Differences of Indicators of Different Syndrome Types of Chronic Heart Failure and the Influencing Factors of Qi Deficiency and Blood Stasis Syndrome
Lan WEI ; Rui ZHUANG ; Ce WANG ; Haixia LAI ; Lijing ZHANG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(5):148-153
Objective To investigate the differences and influencing factors of chronic heart failure(CHF)with qi deficiency and blood stasis syndrome and with other TCM syndrome types.Methods Totally 354 CHF patients from Dongzhimen Hospital of Beijing University of Chinese Medicine were enrolled from January 2019 to December 2023,including 242 cases of qi deficiency and blood stasis syndrome,52 cases of qi and yin deficiency and blood stasis syndrome,and 60 cases of yang qi deficiency and blood stasis syndrome.The general demographic sociological characteristics of patients with each syndrome type,the New York Heart Association cardiac function classification(NYHA classification),and the heart failure classification were collected.The cardiac function-related indexes and laboratory examination indicators were detected.The Minnesota Heart Failure Patients'Life Questionnaire(MLHFQ)was used to evaluate the quality of life of the patients in three areas:physical,emotional and other three domains.The differences of the above factors among patients with different syndrome types were compared,and a disordered multi-categorical logistics regression model of TCM syndrome types was constructed to analyze the association between the above factors and qi deficiency and blood stasis syndrome.Traditional Chinese Medicine Inheritance Calculation Platform 3.0 was used to analyze the frequency,property,taste and meridian tropism of prescription drugs.Results The proportion of patients with NYHAⅡ qi deficiency and blood stasis syndrome was higher than that of the group with qi and yin deficiency and blood stasis syndrome(P<0.05);the left ventricular ejection fraction in patients with yang qi deficiency and blood stasis pattern was significantly lower than that in patients with qi deficiency and blood stasis pattern(P<0.05);and the scores of the body domain,other domain and the total score of the MLHFQ questionnaire in patients with qi deficiency and blood stasis pattern were lower than those of the other two syndrome types(P<0.05);the serum neutrophils(NE%),C-reactive protein(CRP)and interleukin-6(IL-6)in the qi and yin deficiency and blood stasis syndrome were higher than those in the group with qi deficiency and blood stasis syndrome(P<0.05).Multivariate Logistics regression analysis showed that arrhythmia,CRP and IL-6 were independent influencing factors for CHF with qi deficiency and blood stasis syndrome(P<0.05).Totally 284 prescriptions were included,involving 190 kinds of Chinese materia medica.The top 10 were Astragali Radix,Ophiopogonis Radix,Lonicerae Japonicae Flos,Pseudostellariae Radix,Hordei Fructus Germinatus,Galli Gigerii Endothelium Corneumm,Puerariae Lobatue Radix,Scrophulariae Radix,Ziziphi Spinosae Semen and Citri Reticulatae Pericarpium.Conclusion Qi deficiency and blood stasis syndrome is a relatively stable stage of CHF,with cardiac function mainly distributed in grade Ⅱ,Ⅲ,with a relatively high proportion of heart failure with preserved ejection fraction,fewer other underlying diseases,lower inflammatory indicators,and relatively good quality of life.Combined arrhythmia,CRP and IL-6 indicators can be used as an auxiliary basis for syndrome differentiation of qi deficiency and blood stasis syndrome.
6.Study on the Differences of Indicators of Different Syndrome Types of Chronic Heart Failure and the Influencing Factors of Qi Deficiency and Blood Stasis Syndrome
Lan WEI ; Rui ZHUANG ; Ce WANG ; Haixia LAI ; Lijing ZHANG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(5):148-153
Objective To investigate the differences and influencing factors of chronic heart failure(CHF)with qi deficiency and blood stasis syndrome and with other TCM syndrome types.Methods Totally 354 CHF patients from Dongzhimen Hospital of Beijing University of Chinese Medicine were enrolled from January 2019 to December 2023,including 242 cases of qi deficiency and blood stasis syndrome,52 cases of qi and yin deficiency and blood stasis syndrome,and 60 cases of yang qi deficiency and blood stasis syndrome.The general demographic sociological characteristics of patients with each syndrome type,the New York Heart Association cardiac function classification(NYHA classification),and the heart failure classification were collected.The cardiac function-related indexes and laboratory examination indicators were detected.The Minnesota Heart Failure Patients'Life Questionnaire(MLHFQ)was used to evaluate the quality of life of the patients in three areas:physical,emotional and other three domains.The differences of the above factors among patients with different syndrome types were compared,and a disordered multi-categorical logistics regression model of TCM syndrome types was constructed to analyze the association between the above factors and qi deficiency and blood stasis syndrome.Traditional Chinese Medicine Inheritance Calculation Platform 3.0 was used to analyze the frequency,property,taste and meridian tropism of prescription drugs.Results The proportion of patients with NYHAⅡ qi deficiency and blood stasis syndrome was higher than that of the group with qi and yin deficiency and blood stasis syndrome(P<0.05);the left ventricular ejection fraction in patients with yang qi deficiency and blood stasis pattern was significantly lower than that in patients with qi deficiency and blood stasis pattern(P<0.05);and the scores of the body domain,other domain and the total score of the MLHFQ questionnaire in patients with qi deficiency and blood stasis pattern were lower than those of the other two syndrome types(P<0.05);the serum neutrophils(NE%),C-reactive protein(CRP)and interleukin-6(IL-6)in the qi and yin deficiency and blood stasis syndrome were higher than those in the group with qi deficiency and blood stasis syndrome(P<0.05).Multivariate Logistics regression analysis showed that arrhythmia,CRP and IL-6 were independent influencing factors for CHF with qi deficiency and blood stasis syndrome(P<0.05).Totally 284 prescriptions were included,involving 190 kinds of Chinese materia medica.The top 10 were Astragali Radix,Ophiopogonis Radix,Lonicerae Japonicae Flos,Pseudostellariae Radix,Hordei Fructus Germinatus,Galli Gigerii Endothelium Corneumm,Puerariae Lobatue Radix,Scrophulariae Radix,Ziziphi Spinosae Semen and Citri Reticulatae Pericarpium.Conclusion Qi deficiency and blood stasis syndrome is a relatively stable stage of CHF,with cardiac function mainly distributed in grade Ⅱ,Ⅲ,with a relatively high proportion of heart failure with preserved ejection fraction,fewer other underlying diseases,lower inflammatory indicators,and relatively good quality of life.Combined arrhythmia,CRP and IL-6 indicators can be used as an auxiliary basis for syndrome differentiation of qi deficiency and blood stasis syndrome.
7.Population Characteristics of Arsenic-containing TCM Compounds in the Treatment of Platelets in Myelodysplastic Syndrome
Jian LIU ; Wenru WANG ; Peizhen JIANG ; Kaizhi LU ; Qinlong ZHENG ; Haixia DI ; Lijuan YAO ; Bing WU ; Jiangwei WAN ; Qifeng LIU ; Ruibai LI ; Xudong TANG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(9):154-160
Objective To compare the differences of baseline characteristics of patients with myelodysplastic syndrome(MDS)who achieved platelet(PLT)response after arsenic-containing TCM compounds combined with Western medicine treatment.Methods Totally 72 MDS patients were selected from 12 outpatient departments and wards,such as Xiyuan Hospital,China Academy of Chinese Medical Sciences,Dongfang Hospital,Beijing University of Chinese Medicine from October 2021 to October 2024.Among them,45 patients received arsenic-containing TCM compounds combined with Western medicine treatment,27 patients received Western medicine treatment.The blood routine[white blood cell(WBC)count,hemoglobin,PLT,neutrophil count],TCM syndrome scores,safety indicators,and adverse events were observed before and after three courses of treatment.The efficacy of all patients was evaluated,and the baseline characteristics of patients who achieved PLT response in the arsenic-containing TCM compounds group and the Western medicine treatment group were compared.Results Comparing the differences of baseline characteristics of the two groups,it was found that the patients who achieved PLT response in the arsenic-containing TCM compounds group were compared with those in the Western medicine treatment group:Age<60 years old(P=0.038),longer disease duration(P=0.012),lower WBC(P=0.017),lower reticulocyte percentage(P=0.037),lower blood urea nitrogen(P=0.046),lower high-density lipoprotein cholesterol(P=0.014),and lower N-terminal pro-B-type natriuretic peptide(P=0.034),abnormal electrocardiogram(P=0.013),high blasts(P=0.009),grade 0 reticular fiber staining(P<0.01),normal chromosome karyotype(P<0.01),gene mutation(P<0.01)and high TCM syndrome scores(P=0.013)were found.Conclusion Arsenic-containing TCM compounds consisting of Qinghuang Powder and Bushen Jianpi Decoction combined with Western medicine is used to treat MDS.Patients with age<60 years old,long disease duration,low WBC count,low reticulocyte percentage,low blood urea nitrogen,low high-density lipoprotein cholesterol,low N-terminal pro-B-type natriuretic peptide,abnormal electrocardiogram,high blasts,grade 0 reticular fiber staining,normal chromosome karyotype,gene mutation and high TCM syndrome score are more likely to obtain PLT response.
8.Clinical Study on the Huoxue Jiedu Prescription for the Treatment of Polycythemia Vera with Heat Toxicity and Blood Stasis Syndrome
Yumin ZHAO ; Yuliang ZHANG ; Guozi WANG ; Pengmin ZHAO ; Mengjun ZHAO ; Xizan LIU ; Zhaoxia LI ; Haixia DI
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(4):141-145
Objective To evaluate the clinical efficacy and safety of Huoxue Jiedu Prescription in the treatment of polycythemia vera with heat toxicity and blood stasis syndrome.Methods Totally 155 patients of polycythemia vera with heat toxicity and blood stasis syndrome from 5 hospitals including Langfang Traditional Chinese Medicine Hospital from October 2022 to March 2024 were collected.Patients were divided into an observation group(79 cases)and control group(76 cases)using a random number table method.Both groups received conventional Western medicine treatment.The observation group was given Huoxue Jiedu Prescription,one dosage per day,taken orally twice a day;both groups received one treatment course of one month,and three treatment courses were observed.The efficacy of Western medicine and TCM syndromes was observed,and the total symptom assessment scale of myeloproliferative neoplasms(MPN-10)scores,hematological indicators,coagulation function before and after treatment were compared.The safety indicators of the two groups were monitored.Results The control group and observation group lost 2 and 4 cases,respectively.The total effective rate of Western medicine in the observation group was 90.67%(68/75),while the control group was 67.57%(50/74),with statistical significance(P<0.01).The total effective rate of TCM syndromes in the observation group was 94.67%(71/75),while in the control group was 71.62%(53/74),with statistical significance(P<0.01).Compared with before treatment,the total score of MPN-10 in both groups significantly decreased(P<0.05);after treatment,the total score of MPN-10 in the observation group was lower than that in the control group(P<0.05).Compared with before treatment,both groups showed significant reductions in hemoglobin,white blood cell count,hematocrit and platelet count after treatment(P<0.05);after treatment,the above hematological indicators in the observation group were better than those in the control group(P<0.05).Compared with before treatment,the levels of D-dimer and fibrinogen in both groups significantly decreased after treatment,and the activated partial thromboplastin time and prothrombin time were significantly shortened(P<0.05);after treatment,the observation group showed better improvement in the coagulation function indicators compared to the control group(P<0.05).There were no significant adverse reactions in the two groups.Conclusion Huoxue Jiedu Prescription can improve clinical efficacy of polycythemia vera with heat toxicity and blood stasis syndrome,improve hematological indexes,reduce coagulation indexes,and has good safety.
9.Surveillance of bacterial resistance in Liuzhou Workers'Hospital,Guangxi from 2020 to 2022
Mengwei LI ; Liuhua WEI ; Guolan LUO ; Hongzhen ZHU ; Shengzhang LIN ; Likun CHEN ; Lijun JIANG ; Haixia WANG
Chinese Journal of Infection and Chemotherapy 2025;25(2):195-202
Objective To understand the changing profiles of antimicrobial susceptibility of the bacterial strains isolated from patients at Liuzhou Workers'Hospital in Guangxi from 2020 to 2022.Methods The bacteria were isolated,identified,and underwent antimicrobial susceptibility testing using VITEK 2 Compact,disk diffusion method,or E-test.The results were interpreted according to the breakpoints recommended by CLSI M100 32nd Edition in 2022.The data were analyzed using WHONET 5.6 software.Results A total of 26 254 nonduplicate strains were collected from 2020 to 2022,including Gram-positive bacteria(27.9%)and gram-negative bacteria(72.1%).The prevalence of methicillin-resistant strains was 20.0%in SS.aureus(MRSA),and 72.2%in coagulase-negative Staphylococcus(MRCNS).Methicillin-resistant staphylococcal strains were more resistant to most antimicrobial agents than methicillin-susceptible strains(MSSA and MSCNS).None of the staphylococcal strains was resistant to vancomycin,linezolid or tigecycline.Enterococcus faecium strains showed higher resistance rates to most antimicrobial agents than Enterococcus faecalis.None of enterococcal strains was resistant to vancomycin.A few enterococcal strains were resistant to linezolid.Overall,691 strains of the non-meningitis Streptococcus pneumoniae were isolated from children and 123 strains were isolated from adults.The prevalence of penicillin-resistant SS.pneumoniae(PRSP)was 0.4%in the strains from children and 1.6%in the strains from adults.None of S.pneumoniae strains was intermediate to penicillin.The prevalence of carbapenem-resistant Klebsiella pneumoniae(CRKpn)was 1.2%,1.2%,and 13.8%in 2020,2021,and 2022,respectively.The prevalence of carbapenem-resistant P.aeruginosa(CRPae)and carbapenem-resistant Acinetobacter baumannii(CRAba)was 10.7%and 68.4%in 2020,17.5%and 75.2%in 2021,14.3%and 77.3%in 2022,respectively.About 84.6%of the 1 269 strains of Haemophilus influenzae were isolated from children and 15.4%isolated from adults.The prevalence of beta-lactamase-producing strains was 39.4%in the isolates from children and 46.8%in the isolates from adults.The β-lactamase-producing H.influenzae was resistant to ampicillin.Furthermore,some β-lactamase-nonproducing ampicillin-resistant(BLNAR)H.influenzae strains(27.0%)were also identified.Conclusions Antimicrobial resistance is still serious in this hospital,especially high prevalence of carbapenem-resistant organisms(CRO).Hospital infection prevention and control measures,antibiotic stewardship,and proactive CRO screening should be strengthened.More clinical specimens should be collected for suspected infections.Antimicrobial treatment should be prescribed empirically in time and adjusted when the results of antimicrobial susceptibility testing are available.
10.Construction and Analysis of a Machine Learning Model for Risk Prediction of Essential Hypertension with Left Ventricular Hypertrophy Based on Pulse Chart Parameters
Siman WANG ; Mengchu ZHANG ; Wen LI ; Ai XU ; Minghui YAO ; Jin XU ; Rui GUO ; Yiqin WANG ; Haixia YAN
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(7):134-141
Objective To construct a model for predicting the risk of essential hypertension accompanied by left ventricular hypertrophy using machine learning algorithms based on pulse diagram parameters;To explore its clinical application value.Methods A total of 295 patients with essential hypertension who were hospitalized in Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine,Shanghai Hospital of Traditional Chinese Medicine and Shanghai Hospital of Integrated Traditional Chinese and Western Medicine were selected from July 2020 to May 2021 and July 2023 to July 2024.According to the echocardiographic results,the selected research subjects were divided into the essential hypertension with left ventricular hypertrophy group(referred to as the"LVH group")and the essential hypertension without left ventricular hypertrophy group(referred to as the"non-LVH group").The general data and clinical biochemical indicators were collected,and the pulse diagram parameters of the patients were detected using the SMART-I type TCM digital pulse analyzer.A clinical prediction model was constructed based on decision tree,support vector machine and extreme gradient boosting model algorithms.The predictive performance of the model was evaluated in terms of discrimination,calibration and clinical prediction ability by using the receiver operating characteristic(ROC)curve,calibration curve and decision curve analysis respectively.The influence of each predictive factor on the risk of LVH in essential hypertension was explained based on the SHAP algorithm.Results Compared with the non-LVH group,the BMI,the proportion of males,drinkers and smokers was lower in the LVH group,with statistical significance(P<0.05);the thickened ventricular wall,left ventricular internal dimension enlargement,left common carotid artery intima-media thickness and high density lipoprotein cholesterol were higher in the LVH group than in the non-LVH group(P<0.05);the left common carotid peak systolic velocity,left common carotid resistance index,serum uric acid and serum creatinine were lower in the LVH group than in the non-LVH group(P<0.05).The pulse diagram parameters T4,T,W1,W2,H3/H1 and H4/H1 were higher in the LVH group than in the non-LVH group(P<0.05).The areas of the ROC curves of the models constructed by the three types of machine learning algorithms were 0.887,0.962 and 0.873 respectively,indicating that the model had good discrimination and certain diagnostic efficacy.The calibration curve suggested that the prediction accuracy of the model was average;the clinical decision curve showed that XGBoost model has a higher net benefit.Conclusion The interpretable model constructed based on pulse diagram parameters and machine learning algorithms can be used as a reliable tool for predicting the risk of essential hypertension with LVH.

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