1.Network pharmacological analysis and in vitro experimental verification based on anti-atherosclerosis mechanism of Xiaoban Tongmai Formula
Shan CAO ; Yijia ZHANG ; Yang BAI ; Fang CHEN ; Sha XIE ; Qianqian HAN
Journal of Jilin University(Medicine Edition) 2024;50(4):925-938
Objective:To preliminarily predict the potential pathways and targets of Xiaoban Tongmai Formula in anti-atherosclerosis(AS)by network pharmacology analysis,and to verify its possible mechanism combined with in vitro cell experiment.Method:The databases including Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform(TCMSP),GeneCards,Swiss Target Prediction,and Uniprot were used to collect the information on active compounds and corresponding targets of Xiaoban Tongmai Formula to construct the"compound-target-disease"network.The potential targets and pathways were predicted by protein-protein interaction(PPI)network,and the intersection targets were subjected to Gene Ontology(GO)functional enrichment analysis and Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway enrichment analysis.The human aortic vascular smooth muscle cells(HA-VSMCs)were cultured and identified in vitro,and the abnormal proliferation of HA-VSMCs were induced by oxidized low-density lipoprotein(ox-LDL)and identified;MTT method was used to detect the proliferation activities of the HA-VSMCs in various groups after treated with different concentrations of Xiaoban Tongmai Formula;the safety of Xiaoban Tongmai Fang was confirmed.The HA-VSMCs were divided into blank group,model group(the abnormal proliferation of HA-VSMCs was induced),rosuvastatin group(treated with 4 μmol·L-1 rosuvastatin after inducing the abnormal proliferation of HA-VSMCs),and low,medium,and high doses of Xiaoban Tongmai Formula groups(treated with 0.025,0.050,and 0.100 mng·L-1 Xiaoban Tongmai Formula after inducing the abnormal proliferation of HA-VSMCs);enzyme-linked immunosorbent assay(ELISA)was used to detect the levels of monocyte chemotactic protein-1(MCP-1),interleukin-6(IL-6),and interleukin-8(IL-8)in supernatant of the HA-VSMCs in various groups;real-time fluorescence quantitative PCR(RT-qPCR)method was used to detect the expression levels of nuclear factor kappa-B(NF-κB)p65 mRNA and fibroblast growth factors 2(FGF2)mRNA in the HA-VSMCs in various groups;Western blotting method was used to detect the expression levels of NF-κB p65 and FGF2 proteins in the HA-VSMCs in various groups.Results:Xiaoban Tongmai Formula contained 103 active ingredients that exert anti-AS effect by acting on 189 target genes.The potential targets included IL-6,IL-8,vascular endothelial growth factor A(VEGFA),nuclear factor kappa B1(NF-κB1),and RELA(NF-κB p65).The GO functional analysis and KEGG pathway enrichment analysis results showed that Xiaoban Tongmai Formula exerted anti-AS effects by regulating lipid metabolism,hypoxia-inducible factor-1(HIF-1),epidermal growth factor(EGF),phosphatidylinositol 3-kinase(PI3K)/protein kinase B(Akt),and NF-κB signaling pathways.The cell morphology and immunofluorescence staining results confirmed that the cells were HA-VSMCs.The oil red O staining results showed numerous red lipid droplets,indicating successful modeling.The MTT assay results showed that Xiaoban Tongmai Formula had no significant effect on the proliferation rate of HA-VSMCs within a certain dose range,indicating good safety.The ELISA results showed that compared with model group,the levels of MCP-1 and IL-6 in supernatant of the HA-VSMCs in rosuvastatin group and different doses of Xiaoban Tongmai Formula groups were decreased(P<0.05 or P<0.01),and the levels of IL-8 in supernatant of the HA-VSMCs in 0.050 and 0.100 mg·L-1 Xiaoban Tongmai Formula groups were decreased(P<0.01);compared with rosuvastatin group,the levels of MCP-1 in supernatant of the HA-VSMCs in different doses of Xiaoban Tongmai Formula groups were decreased(P<0.01),and the levels of IL-8 in supernatant of the HA-VSMCs in 0.050 and 0.100 mg·L-1 Xiaoban Tongmai Formula groups were decreased(P<0.01).Compared with model group,the expression levels of NF-κB p65 mRNA in the HA-VSMCs in rosuvastatin group and different doses of Xiaoban Tongmai Formula groups were decreased(P<0.01),and the expression levels of FGF2 mRNA in the HA-VSMCs in rosuvastatin group and 0.050 and 0.100 mg·L-1 Xiaoban Tongmai Formula groups were decreased(P<0.01);compared with rosuvastatin group,the expression levels of NF-κB p65 and FGF2 mRNA in the HA-VSMCs in 0.050 and 0.100 mg·L-1 Xiaoban Tongmai Formula groups were decreased(P<0.05 or P<0.01).Compared with model group,the expression levels of NF-κB p65 and FGF2 proteins in the HA-VSMCs in rosuvastatin group and different doses of Xiaoban Tongmai Formula groups were decreased(P<0.01);compared with rosuvastatin group,the expression levels of NF-κB p65 protein in the HA-VSMCs in 0.050 and 0.100 mg·L-1 Xiaoban Tongmai Formula groups were decreased(P<0.01),and the expression level of FGF2 protein in the HA-VSMCs in 0.100 mg·L-1 Xiaoban Tongmai Formula group was decreased(P<0.01).Conclusion:Xiaoban Tongmai Formula has anti-inflammatory effect,inhibitory effect on the proliferation of HA-VSMCs,and anti-AS effect,and its mechanism may be related to the inactivation of NF-κB/FGF2 pathway.
2.Effects of gastrodin on astrocyte phenotype and the receptor of advanced glycation endproducts expression after hypoxic-ischemic brain damage in neonatal rats
Peng-Xiang WANG ; Xue-Qi REN ; Han-Jun ZUO ; Cheng WAN ; Jin-Sha SHI ; Hao-Long SHI ; Min ZHAO ; Juan-Juan LI
Acta Anatomica Sinica 2024;55(6):677-684
Objective To investigate the activated phenotype and the expression of the receptor of advanced glycation endproducts(RAGE)of astrocytes after hypoxic-ischemic brain damage(HIBD)in neonatal rats and the effects of gastrodin(GAS)intervention on them.Methods Totally 48 neonatal 3 days SD rats were used to construct HIBD model and randomly divided into sham group,HIBD group and HIBD+GAS group(100 mg/kg),and the expressions of Al type astrocyte marker C3,A2 type astrocyte marker S100A10,RAGE,tumor necrosis factor-α(TNF-α),brain-derived neurotrophic factor(BDNF),and insulin-like growth factor(IGF-1)in the corpus callosum of the ischemic side were detected by Western blotting and immunohistochemical staining on day 1 and day 3 after HIBD.TNC-1 cells were divided into control group,oxygen glucose deprivation(OGD)group,OGD+GAS(0.34 mmol/L)group and GAS group,and then the protein expressions of RAGE,TNF-α,BDNF and IGF-1 were detected by Western blotting and immunofluorescence.Results In vivo,Western blotting showed that compared with the sham group,the protein expression levels of C3,S100A10,RAGE,TNF-α and IGF-1 in the 1 day and 3 days groups after HIBD group in 1 day group were significantly higher than those in the sham group(P<0.05),but the protein expression level of BDNF decreased in 1 day group and increased in 3 days group(P<0.05).Compared with the HIBD group,the C3,RAGE and TNF-α protein expression levels were significantly attenuated in the HIBD+GAS group(P<0.05),and the protein expression levels of BDNF and IGF-1 further increased(P<0.05).The protein expression of S100A10 in the 3 days group was higher than that in the HIBD group after GAS treatment(P<0.05).The immunohistochemical staining results of C3,S100A10,and RAGE in the 1 day and 3 days groups after HIBD were consistent with Western blotting results.Furthermore,the protein expressions of RAGE and TNF-α were significantly enhanced in OGD-stimulated astrocytes(P<0.05).After GAS intervention,while the expressions of both RAGE and TNF-α decreased significantly(P<0.05),the expressions of BDNF and IGF-1 increased significantly(P<0.05).Conclusion With inhibiting the up-regulation of RAGE signal in astrocyte after HIBD and expressions of A1 astrocyte and neuroinflammatory factors,gastrodin can promot the expressions of A2 astrocyte and nutritional factors,which play an important role in neuro-protective effect.
3.A multicenter study of neonatal stroke in Shenzhen,China
Li-Xiu SHI ; Jin-Xing FENG ; Yan-Fang WEI ; Xin-Ru LU ; Yu-Xi ZHANG ; Lin-Ying YANG ; Sheng-Nan HE ; Pei-Juan CHEN ; Jing HAN ; Cheng CHEN ; Hui-Ying TU ; Zhang-Bin YU ; Jin-Jie HUANG ; Shu-Juan ZENG ; Wan-Ling CHEN ; Ying LIU ; Yan-Ping GUO ; Jiao-Yu MAO ; Xiao-Dong LI ; Qian-Shen ZHANG ; Zhi-Li XIE ; Mei-Ying HUANG ; Kun-Shan YAN ; Er-Ya YING ; Jun CHEN ; Yan-Rong WANG ; Ya-Ping LIU ; Bo SONG ; Hua-Yan LIU ; Xiao-Dong XIAO ; Hong TANG ; Yu-Na WANG ; Yin-Sha CAI ; Qi LONG ; Han-Qiang XU ; Hui-Zhan WANG ; Qian SUN ; Fang HAN ; Rui-Biao ZHANG ; Chuan-Zhong YANG ; Lei DOU ; Hui-Ju SHI ; Rui WANG ; Ping JIANG ; Shenzhen Neonatal Data Network
Chinese Journal of Contemporary Pediatrics 2024;26(5):450-455
Objective To investigate the incidence rate,clinical characteristics,and prognosis of neonatal stroke in Shenzhen,China.Methods Led by Shenzhen Children's Hospital,the Shenzhen Neonatal Data Collaboration Network organized 21 institutions to collect 36 cases of neonatal stroke from January 2020 to December 2022.The incidence,clinical characteristics,treatment,and prognosis of neonatal stroke in Shenzhen were analyzed.Results The incidence rate of neonatal stroke in 21 hospitals from 2020 to 2022 was 1/15 137,1/6 060,and 1/7 704,respectively.Ischemic stroke accounted for 75%(27/36);boys accounted for 64%(23/36).Among the 36 neonates,31(86%)had disease onset within 3 days after birth,and 19(53%)had convulsion as the initial presentation.Cerebral MRI showed that 22 neonates(61%)had left cerebral infarction and 13(36%)had basal ganglia infarction.Magnetic resonance angiography was performed for 12 neonates,among whom 9(75%)had involvement of the middle cerebral artery.Electroencephalography was performed for 29 neonates,with sharp waves in 21 neonates(72%)and seizures in 10 neonates(34%).Symptomatic/supportive treatment varied across different hospitals.Neonatal Behavioral Neurological Assessment was performed for 12 neonates(33%,12/36),with a mean score of(32±4)points.The prognosis of 27 neonates was followed up to around 12 months of age,with 44%(12/27)of the neonates having a good prognosis.Conclusions Ischemic stroke is the main type of neonatal stroke,often with convulsions as the initial presentation,involvement of the middle cerebral artery,sharp waves on electroencephalography,and a relatively low neurodevelopment score.Symptomatic/supportive treatment is the main treatment method,and some neonates tend to have a poor prognosis.
4.Risk factors for postoperative mortality within 1 year in more than 90-year-old super advanced age patients with hip fractures
Sha-Sha CHAI ; Jun-Wei HU ; Lei HAN
China Journal of Orthopaedics and Traumatology 2024;37(8):833-837
Objective To investigate the 1 year mortality after hip fractures in super advanced age patients and summarize the death associated risk factors in order to provide basis for targeted intervention countermeasures.Methods The clinical data of 332 super advanced age patients with femoral neck or intertrochanteric fractures treated by hip replacement or in-tramedullary femoral nail fixation from January 2015 to January 2023 were retrospectively analyzed.There were 128 males and 204 females with the mean age of(92.2±2.5)years ranging from 90 to 103 years old.Among them,92 cases died within 1 year after surgery.Correlation with the occurrence of death on age,gender,body mass index,fracture type,treatment method,timing of operation,preoperative hemoglobin and serum albumin level,operation time,combined medical diseases,pre-injury mobil-ityand American Society of Anesthesiology(ASA)classification were analyzed.The risk factors of death within 1 year after op-eration were screened by univariate analysis.The results were entered into the multivariate Logistic regression analysis,screen-ing the high risk factors for 1 year mortality after hip fractures.Results The mortality of super advanced age patients with hip fracture within 1 year after surgery accounted for 27.7%(92/332).Univariate analysis showed high body mass index,long in-terval from injury to surgery,low preoperative serum albumin levels,inability to walk independently before injury,accompanied by heart failure,pulmonary infection,obstructive pulmonary disease,stroke,and a higher proportion of ASA grades Ⅲ-Ⅳ.Multivariate Logistic regression analysis showed preoperative serum albumin below 30g g L-1[OR=2.973,95%CI(2.461,5.344),P=0.039],inability to walk independently before injury[OR=3.519,95%CI(2.224,5.413),P=0.018],heart function grade C-D[OR=4.213,95%CI(2.952,6.99),P=0.021],pulmonary infection[OR=3.927,95%CI(2.187,7.731),P=0.016]and ASA Ⅲ-1V[OR=5.124,95%CI(3.092,8.235),P=0.032]were the independent risk factors for death within 1 year in super advanced age patients with hip fractures.Conclusion Preoperative serum albumin below 30g.L-l,poor preinjury ac-tivity,heart function grade C-D,pulmonary infection,and ASA grade Ⅲ-Ⅳ are independent risk factors for postoperative mortality in super advanced age patients with hip fractures.
5.Research progress on multiple mechanisms underlying visual hallucinations in schizophrenia patients
Yuchen JIANG ; Qiongyi HAN ; Xiaocui DU ; Guoting ZHEN ; Jindong TIAN ; Yao GAO ; Sha LIU ; Xinzhe DU
Chinese Journal of Nervous and Mental Diseases 2024;50(8):508-512
Visual hallucination(VH)is a common symptom of schizophrenia,the underlying mechanism has not been fully elucidated.It has been found that the dysfunction of dopamine(DA)system,the overactivation of α-amino-3-hydroxy-5-methyl-4-isoxazole-propionate(AMPA)receptor in glutamate system and the dysfunction of γ-aminobutyric acid(GABA)ergic neurons can induce VH in patients with schizophrenia.In addition,abnormalities in brain structural and functional networks and visual networks are also closely related to the occurrence of VH.The purpose of this paper is to review the neurochemistry and nerve injury mechanism of VH in schizophrenic patients to deeply understand the characteristics of VH,and make more accurate judgment in the early diagnosis,condition evaluation and treatment plan of schizophrenic patients.
6.Progress on mechanism of action and neuroprotective effects of notoginsenoside R1
Han-Long WANG ; Yang SUN ; Sha-Sha LIU ; Jun-Peng LONG ; Qian YAN ; Yu-Ting LIN ; Jin-Ping LIANG ; Shi-Feng CHU ; Yan-Tao YANG ; Qi-Di AI ; Nai-Hong CHEN
Chinese Pharmacological Bulletin 2024;40(11):2020-2025
Panax notoginseng is the dried root and rhizome of Panax notoginseng(Burk.)F.H.Chen,a perennial erect herb of the genus Ginseng of the family Wujiaceae.As a traditional Chinese medicine in our country,Panax notoginseng has a good tonic effect,and the Dictionary of Traditional Chinese Medicines has the words that Panax notoginseng is used to tonify the blood,remove the blood stasis and damage,and stop epistaxis.It can also be used to pass the blood and tonify the blood with the best efficacy,and it is the most precious one of the prescription med-icines.Eaten raw,it removes blood stasis and generates new blood,subdues swelling and stabilizes pain,stops bleeding with-out leaving stasis,and promotes blood circulation without hurting the new blood;taken cooked,it can be used to replenish and strengthen the body.Notoginsenoside R1 is a characteristic com-pound in the total saponin of Panax ginseng.In recent years,China's aging has been increasing,and the incidence of neuro-logical disorders has been increasing year by year.Meanwhile,reports on notoginsenoside R1 in the treatment of neurological disorders are increasing,and its neuroprotective effects have been exerted with precise efficacy.The purpose of this paper is to review the treatment of neurological diseases and the mecha-nism of action of notoginsenoside R1,so as to provide a certain theoretical basis for clinical use and new drug development.
7.Clinical effects of modified arthroscopic lower trapezius tendon transfer with autologous hamstring tendon bridging for irreparable massive posterosuperior rotator cuff tears
Dawei HAN ; Qingguo ZHANG ; Li YING ; Linlin SHA ; Yu HUI ; Liwei YING ; Junbo LIANG ; Xiaobo ZHOU
Chinese Journal of Orthopaedics 2024;44(14):947-955
Objective:To assess the efficacy of modified arthroscopic lower trapezius transfer with autologous hamstring tendon bridging for irreparable massive posterosuperior rotator cuff tears.Methods:A retrospective analysis was conducted on 59 patients (11 males and 48 females; mean age 66.70±6.10 years, range 55-79 years) treated between June 2019 and November 2022 for posterior superior irreparable massive rotator cuff tears. The treatment involved total arthroscopic oblique muscle transposition combined with partial rotator cuff repair. Shoulder mobility was measured in active supination, forward flexion, posterior external rotation, and abduction external rotation before surgery and at the final follow-up. The Constant-Murley shoulder function score, visual analogue scale (VAS) for pain, and American Shoulder and Elbow Surgeons (ASES) scores were assessed preoperatively, at 3 months, 6 months postoperatively, and at the final follow-up. MR examinations were conducted preoperatively and at 3, 6, and 12 months postoperatively to evaluate rotator cuff healing and retear rates.Results:All surgeries were successfully completed using an average of 3.2±0.5 anchor nails (range 3-5) per case. The mean follow-up period was 15.9±5.7 months (range 12-37 months). Significant improvements in shoulder mobility were observed postoperatively compared to preoperative measurements. The mean body external rotation angle increased from 12.0°±19.4° preoperatively to 35.3°±19.6° at the final follow-up ( P<0.05), and the mean abduction external rotation angle increased from 33.4°±22.4° to 43.4°±23.1° ( P<0.05). The mean preoperative abduction angle improved from 121.7°±47.9° to 136.4°±40.6° ( P<0.05), and the mean forward flexion supination angle improved from 117.6°±45.8° to 139.5°±33.7° ( P<0.05). Postoperative VAS scores significantly improved from 4.8±1.8 preoperatively to 0.3±0.8 at the final follow-up ( F=104.868, P<0.001). The ASES scores improved from 42.0±14.9 preoperatively to 71.7±14.6 at the final follow-up ( F=47.287, P<0.001). The Constant-Murley scores increased from 54.3±17.1 preoperatively to 76.4±13.0 at the final follow-up ( F=44.082, P<0.001). Postoperative complications included 2 complete tears and 7 partial tears (re-tear rate 15.3%). No serious complications such as shoulder joint infection, joint stiffness, or vascular nerve injury were observed. One patient developed a localized subcutaneous hematoma at the tendon extraction site, and another developed deep vein thrombosis of the lower extremity, which improved with symptomatic anticoagulation. Conclusion:Modified arthroscopic lower trapezius transfer with autologous hamstring tendon bridging effectively reduces shoulder pain, improves shoulder joint activity and function scores, and is associated with a low rate of surgical complications for patients with irreparable massive posterosuperior rotator cuff tears.
8.The mediating effect of depression in the associations between sleep quality and cognitive functions in elderly with mild cognitive impairment
Xibo WU ; Jiayu WANG ; Hongxia HAN ; Kaihui SHA ; Linlu YANG ; Xianfei LU ; Jiang XUE ; Shulin CHEN
Chinese Journal of Geriatrics 2024;43(8):1054-1058
Objective:To examine the impact of sleep quality on cognitive function in older adults with mild cognitive impairment(MCI)and explore the potential mediating role of depression.Methods:Using a cross-sectional design, we conducted an on-site questionnaire survey among 310 elderly individuals with MCI in Haishu District, Ningbo City from April to June 2021.Out of the 310 questionnaires collected, 299 were deemed valid.The survey encompassed gathering basic demographic information of the participants, as well as administering the Montreal Cognitive Assessment Scale, Patient Health Questionnaire Depression Scale, and Pittsburgh Sleep Quality Index Scale.Results:The cognitive functions of patients with MCI were found to be positively related to their education level( F=3.89, P<0.05).The correlation analysis indicated that sleep quality was positively correlated with depression( r=0.40, P<0.01)and negatively correlated with cognitive function( r=-0.22, P<0.01).Furthermore, a significant negative correlation was observed between depression and cognitive function( r=-0.20, P<0.01).The mediation analysis revealed that depression played a role in mediating the influence of sleep quality on cognitive function, with a mediation effect of -0.02(95% CI: -0.03--0.01). Conclusions:The cognitive function of elderly individuals with MCI can be significantly affected by sleep quality, with depression playing a mediating role.
9.Chemical constituents from Rhinacanthus nasutus and their in vitro antitumor and lipid-lowering activities
Zhi-Qiang GONG ; Yang XIAO ; Sha HAN ; Ying LIU ; Jin QI ; Yu HUO ; Yan-Hong HUANG ; Li-Fang YANG
Chinese Traditional Patent Medicine 2024;46(8):2630-2637
AIM To study the Chemical constituents from Rhinacanthus nasutus(L.)Kurz and their in vitro antitumor and lipid-lowering activities.METHODS The ethyl acetate fraction from R.nasutus was isolated and purified by normal phase,reverse phase silica gel column and semi-preparative HPLC,then the structures of obtained compounds were identified by physicochemical properties and spectral data.The in vitro anti-tumor activity was determined by MTT assay,and the in vitro lipid-lowering activity was evaluated by oleic acid-induced HepG2 high-fat cell model.RESULTS Twenty compounds were isolated and identified as rhinacanthin A(1),rhinacanthin B(2),rhinacanthin C(3),rhinacanthin D(4),rhinacanthin E(5),rhinacanthin M(6),rhinacanthin N(7),rhinacanthin Q(8),rhinacanthin T(9),rhinacanthone(10),β-sitosterol(11),gallic acid(12),vanillic acid(13),syringic acid(14),lapachol(15),umbelliferone(16),sambucunlin A(17),17α,21-dihydroxy-1,4-pregnadiene-3,11,20-trione,21-acetate(18),1,8-dihydroxyanthraquinone(19),2,6-dimethoxy-1,4-benzoquinone(20).Compounds 3 and 7 inhibited the proliferation of HepG2,Hela,A549 and H22 tumor cells with IC50 values of(0.66±0.17)-(3.22±0.49)μmol/L in a time-and concentration-dependent manner.Compounds 3,7 and 9 had a lipid clearance rate of more than 50%in oleic acid-induced HepG2 high-fat cells.CONCLUSION Compounds 16-20 are isolated from this plant for the first time.Compounds 3 and 7 have good in vitro anti-tumor activities,and 3,7,9 have good in vitro lipid-lowering activities.
10.Research on prediction model for high-volume lymph node metastasis in multifocal papillary thyroid carcinoma
Sha LYU ; Zhigang TAO ; Zhijiang HAN ; Chunfeng HU ; Huijun CAO ; Tong ZHANG
China Modern Doctor 2024;62(29):54-57
Objective To construct and validate of a nomogram predictive model for high-volume lymph node metastasis(HVM)in multifocal papillary thyroid carcinoma(MPTC).Methods Between January 2010 to January 2024,a total of 1146 and 234 patients with multifocal papillary thyroid carcinoma(MPTC)were diagnosed at Hangzhou First People's Hospital(Center A)and Hangzhou Cancer Hospital(Center B),respectively.Patients from Center A were randomly allocated to training set(n=803)and testing set(n=343)in a 7:3 ratio,while those from Center B(n=234)comprised an external validation set.Independent risk factors for HVM in MPTC patients were identified through univariate and multivariate Logistic regression analysis in training set,leading to the development of a nomogram predictive model.The generalizability of this model was subsequently assessed using both testing set and external validation set.The area under the curve(AUC)of receiver operating characteristic curve,sensitivity,and specificity evaluate the discriminative ability of the model.Results The incidence of HVM was 13.3%at center A and 12.8%at center B.Logistic regression identified male gender(OR=2.91,95%CI:1.835-4.599),maximum lesion diameter(OR=1.05,95%CI:1.021-1.070),and age(OR=0.95,95%CI:0.936-0.972)as independent risk factors for HVM.Anomogram based on these factors showed an AUC of 0.767 with 72.6%sensitivity and 70.2%specificity in training set,and 0.838 with 94.9%sensitivity and 68.4%specificity in testing set,and 0.769 with 63.3%sensitivity and 84.3%specificity in external validation set.The calibration curve demonstrated good agreement with the ideal curve.Conclusion The prediction model constructed based on clinical risk factors can effectively predict the probability of HVM in MPTC patients.

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