1.Effect and mechanism of Qishishenshu Capsule on renal fibrosis in mouse early diabetic nephropathy
Xiaoqing LAO ; Chen CHEN ; Hongmin ZHANG ; Xiu YANG ; Jiangshan SHI ; Hongwei SU ; Hongping SHEN ; Li WANG ; Manrui YOU ; Xiaobin LI ; Changying ZHAO
Chinese Journal of Comparative Medicine 2024;34(9):56-65
Objective To investigate the therapeutic effect and underlying mechanism of Qishishenshu Capsule on renal fibrosis in mice with early diabetic nephropathy(DN).Methods A DN mouse model was established by multiple injections of streptozotocin.The mice were randomly divided into a normal group(NC),model group(DN),and Qishi group(QS)(0.9 g/(kg·d)),with eight mice in each group.Mice were gavaged continuously for 4 weeks,and fasting blood glucose(FBG)was measured weekly.Four weeks later,urinary albumin/creatinine(UACR),serum creatinine,and blood urea nitrogen were measured.Hematoxylin-eosin,periodicacid-Schiff,and Sirius red staining were used to analyze renal pathological changes.Real-time fluorescence quantitative reverse-transcription polymerase chain reaction was used to detect the mRNA levels of fibronectin(FN),collagen type Ⅰ alpha 1(Col1a1),and α-smooth muscle actin(α-SMA).Immunohistochemistry and Western blot were performed to detect FN,collagen type Ⅰ(Collagen Ⅰ),collagen typeⅢ(Collagen Ⅲ),α-SMA,Podocin,Nephrin,and transforming growth factor-β1/SMAD family member2/3(TGF-β1/Smad2/3)pathway-related proteins.Results Compared with mice in the NC group,those in the DN group showed significantly higher levels of FBG and UACR(P<0.001),and mesangial hyperplasia,basement membrane thickening,and collagen deposition in the renal tissue.The mRNA levels of FN,Col1a1,and α-SMA were increased(P<0.05).Protein levels of Podocin and Nephrin were decreased(P<0.05).The levels of FN,Collagen I,Collagen Ⅲ,α-SMA,and TGF-β1/Smad2/3 pathway proteins were increased(P<0.05).Compared with the DN group,the QS group's level of UACR was decreased(P<0.05),their renal pathological injury was alleviated,and mRNA levels of FN,Collagen Ⅰ,andα-SMA were attenuated(P<0.05);whereas their protein levels of Podocin and Nephrin were elevated(P<0.05).The levels of FN,Collagen Ⅰ,Collagen Ⅲ,α-SMA,and TGF-β1/Smad2/3 pathway proteins were also decreased(P<0.05).Conclusions Qishishenshu Capsule improved renal fibrosis in DN mice,probably through the inhibition of the TGF-β1/Smad2/3 signaling pathway.
2.Serum myostatin and follistatin as biomarkers of sarcopenia in elderly women
Yanping DU ; Ye YANG ; Wenjing TANG ; Minmin CHEN ; Huilin LI ; Weijia YU ; Xiaoqing WU ; Liu SHEN ; Xuemei ZHANG ; Yuxiang ZHENG ; Jianfei GU ; Qun CHENG
Chinese Journal of Endocrinology and Metabolism 2024;40(6):500-504
Objective:This study aimed to explore the clinical value of myostatin(MST) and follistatin(FST) as biological biomarkers in evaluating sarcopenia in elderly women.Methods:This was a retrospective cross-sectional study that enrolled 350 females aged 20-89 years who underwent physical examinations in Shanghai Huadong Hospital in 2021. Demographic characteristics, muscle mass, fat mass, bone mineral density, hand grip strength, gait speed, and serum indices of MST and FST were collected.Results:The serum levels of MST did not change significantly with age. However, the serum levels of FST increased with age. In women aged≥60 years, MST was positively correlated with total lean mass and appendicular skeletal muscle index(ASMI; r=0.236, P=0.041; r=0.289, P=0.014), while FST was negatively correlated with ASMI( r=-0.265, P=0.030). In multivariate stepwise regression analysis, after adjusting for age, body mass index, hip bone mineral density, and total fat mass, only FST was independently correlated with ASMI( β=-0.238, P=0.006), while MST was not correlated with ASMI. The receiver operating characteristic curve was plotted using muscle mass reduction as the state variable and serum FST level as the test variable. The area under the curve was 0.753. And when the FST cutoff value was 17.49 ng/mL, the maximum Jordan index was 0.46, with a sensitivity of 77.3% and a specificity of 68.7%. Women aged ≥60 years were divided into three groups based on serum FST levels. Compared to the upper third of the serum FST level group, the low third of the FST level group had a significantly reduced risk of suffering from sarcopenia( OR=0.098, P =0.036). Conclusions:Serum FST lever has a better correlation with muscle mass among elderly women, making it a promising biomarker for evaluating muscle mass.
3.Copy number variations and pregnancy outcomes of fetuses with mild to moderate isolated ventriculomegaly
Qingmei SHEN ; Xiaoqing WU ; Danhua GUO ; Bin LIANG ; Meiying WANG ; Lin ZHENG ; Hua CAO ; Liangpu XU
Chinese Journal of Perinatal Medicine 2024;27(10):829-835
Objective:To explore chromosomal copy number variations (CNVs) and pregnancy outcomes in fetuses with mild to moderate isolated ventriculomegaly (IVM), but without other indications for invasive prenatal diagnosis.Methods:A retrospective analysis was conducted on clinical data of 215 singleton pregnancies with mild to moderate IVM (lateral ventricular width≥10-<15 mm) who underwent chromosomal microarray analysis (CMA), not indicated by advanced age, high risk in serum screening or abnormal history of pregnancy, at the Fujian Maternity and Child Health Hospital between June 2016 and March 2023. The 215 fetuses were grouped into mild ( n=167) and moderate ( n=48) IVM;unilateral ( n=142) and bilateral ( n=73) IVM; first diagnosis of IVM before 28 weeks ( n=138) and thereafter ( n=77). Anomalies other than IVM were excluded via three-dimensional color Doppler ultrasound examination between 22 and 26 weeks of gestation. Out of these cases, 129 were confirmed by fetal cranial MRI, 191 underwent chromosomal karyotype analysis, and 202 cases received cytomegalovirus DNA quantification test for amniotic fluid. The detection rates of pathogenic CNVs in various groups were compared using Fisher's exact test. Results:Among the 215 fetuses, 11 cases (5.1%) of chromosomal abnormalities were detected through CMA, including one trisomy 21, five pathogenic CNVs, and five CNVs of uncertain clinical significance. Within the pathogenic CNVs, there were two de novo mutations with 16p11.2 microdeletion and one de novo mutation with 16p11.2 microduplication, while one 16p11.2 microduplication and one Xp22.31 microdeletion were inherited maternally. Of the CNVs of uncertain significance, there were two 16p13.11 microduplications, each inherited from a different parent, one paternally and one maternally; meanwhile, family validation was refused in the other three cases with 3p22.1 microdeletion, 3p26.3 microdeletion, and 9q21.33q22.31 microduplication. The detection rate of pathogenic CNVs in the moderate IVM group was higher than that in the mild IVM group [6.3% (3/48) vs. 1.2% (2/167)], but the difference was not statistically significant ( P=0.083). Similarly, no significant difference was found in the detection rate of pathogenic CNVs when comparing the unilateral IVM group [2.1% (3/142)] with the bilateral IVM group [2.7% (2/73)], nor between the group diagnosed with VM before 28 weeks gestation [2.2% (3/138)] and that diagnosed ≥28 weeks [2.6% (2/77)] (both P>0.05). After the exclusion of fetuses with chromosomal pathogenic abnormalities ( n=11), cytomegalovirus infection( n=1), and additional ultrasound anomalies ( n=7), and several cases with missing data intrauterine outcomes were followed up in 169 IVM fetuses, including 104 (61.5%) improved, 60 (35.5%) unchanged, and five (3.0%) progressed. Follow-ups were successful for 194 women, of which eight pregnancies were terminated (including one trisomy 21, four pathogenic CNVs, one fetal cytomegalovirus infection, and two progressed to severe IVM). Among the 186 newborns, one was diagnosed with X-linked ichthyosis, and one child who progressed to severe IVM before born was followed until 20 months of age without notable phenotypic abnormalities. The rest 184 babies, including those with CNVs of uncertain clinical significance, exhibited no developmental abnormalities during follow-up between the ages of three months and six years. Conclusions:For those fetuses with isolated mild to moderate IVM, but without indications for prenatal diagnosis such as advanced maternal age, high risk in serum screening or abnormal history of pregnancy, remain having the risk for chromosomal aberrations, and 16p11.2 microdeletion/microduplication might be a frequent CNV associated with this condition. Aside from those with pathogenic chromosomal aberrations, fetal cytomegalovirus infection, or progressive enlargement of the lateral ventricles, most fetuses with isolated mild to moderate IVM have a good prognosis.
4.Electrospun nanofiber scaffolds for soft and hard tissue regeneration
Xinyi WANG ; Xianrui XIE ; Yujie CHEN ; Xiaoyu WANG ; Xiaoqing XU ; Yihong SHEN ; Xiumei MO
Chinese Journal of Tissue Engineering Research 2024;28(3):426-432
BACKGROUND:Currently,electrospun nanofibers,which are biomimetic materials of natural extracellular matrix and contain a three-dimensional network of interconnected pores,have been successfully used as scaffolds for various tissue regeneration,but are still faced with the challenge of extending the biomaterials into three-dimensional structures to reproduce the physiological,chemical as well as mechanical properties of the tissue microenvironment. OBJECTIVE:To summarize the process and principles of electrostatic spinning and to explore the applications of the resulting electrospun nanofibers in tissue regeneration of skin,blood vessels,nerves,bone,cartilage and tendons/ligaments. METHODS:With"electrospinning,electrospun nanofibers,electrospun nanofiber scaffolds,tissue regeneration"as the Chinese and English search terms,Google Academic Database,PubMed,and CNKI were searched,and finally 88 articles were included for review. RESULTS AND CONCLUSION:(1)The electrospun nanofibers are a natural fibrous extracellular matrix mimetic material and contain a three-dimensional network of interconnected pores that have been successfully used as scaffolds for a variety of tissue regeneration applications.(2)Several papers have described the great potential of electrospun nanofiber scaffolds applied to the regeneration of skin,blood vessels,nerves,bones,cartilage and tendons/ligaments,providing a solid theoretical basis for its final application in clinical disease treatment,or for its transformation into practical products to enter the market.(3)However,the current research results are mostly based on cell experimental research results in vitro,and whether it can be finally applied to human body still needs clinical verification.(4)At present,many kinds of electrospun products for various clinical needs have been commercialized in and outside China,indicating that the research field of electrospun nanofiber scaffolds for soft and hard tissue regeneration has great research value and application potential.
5.Clinical efficacy of surgical excision combined with high-frequency electropuncture in the treatment of eyelid split nevus
Xiaoqing TANG ; Jiaping ZHANG ; Qingqing YANG ; Xi YUAN ; Jie SHEN
Chinese Journal of Plastic Surgery 2024;40(7):736-742
Objective:To explore the clinical effects of combined surgical and high-frequency electro-acupuncture treatment for aesthetic restoration in children with eyelid split nevus.Methods:A retrospective analysis was conducted on the medical records of children treated for eyelid split nevus in the Plastic Surgery Department of the First Affiliated Hospital of Army Medical University from January 2019 to December 2023. All cases underwent combined surgical excision and high-frequency electro-acupuncture vaporization. Surgical removal was used for nevi with significant pigmentation and deep involvement, and high-frequency electro-acupuncture was simultaneously applied to vaporize residual superficial pigmentation layer by layer based on the depth of the pigmentation. The wounds were repaired using either direct suturing or local flap transfer. Postoperative management included the application of growth factors and anti-scar treatments. Postoperative healing, adverse effects, and pigment clearance rate (categorized as healed, significant effect, improved, or ineffective) were observed by comparsons of the pre-treatment and the last follow-up photographs. Eyelid function, appearance, and scar hypertrophy were assessed during follow-up, and family satisfaction (categorized as very satisfied, satisfied, or dissatisfied) was surveyed via telephone.Results:Five children were included, with one male and four females aged between 2 and 10 years (average 7 years). Pigment areas ranged from 0.3 cm × 0.5 cm to 1.7 cm × 1.1 cm, with surgical excision areas from 0.3 cm × 0.4 cm to 1.5 cm × 1.1 cm. All children had good wound healing without complications such as infection, flap ischemic necrosis, wound dehiscence or bleeding. The pigment clearance rate was over 90%, achieving a healed effect. During the follow-up of 14 to 48 months (average 24.2 months), all patients had normal eyelid function without difficulties in opening or closing the eyes, or epiphora. The eyelid appearance was satisfactory without asymmetry, ptosis, ectropion or hypertrophic scars. The aesthetic outcomes and functionality of the eyelids were ideal, and satisfaction was generally rated as very satisfied.Conclusion:Surgical removal combined with high-frequency electro-acupuncture is beneficial for preserving aesthetic appearance while pigmentation in children with eyelid split nevus is removed, offering a new treatment option.
6.Clinical efficacy of surgical excision combined with high-frequency electropuncture in the treatment of eyelid split nevus
Xiaoqing TANG ; Jiaping ZHANG ; Qingqing YANG ; Xi YUAN ; Jie SHEN
Chinese Journal of Plastic Surgery 2024;40(7):736-742
Objective:To explore the clinical effects of combined surgical and high-frequency electro-acupuncture treatment for aesthetic restoration in children with eyelid split nevus.Methods:A retrospective analysis was conducted on the medical records of children treated for eyelid split nevus in the Plastic Surgery Department of the First Affiliated Hospital of Army Medical University from January 2019 to December 2023. All cases underwent combined surgical excision and high-frequency electro-acupuncture vaporization. Surgical removal was used for nevi with significant pigmentation and deep involvement, and high-frequency electro-acupuncture was simultaneously applied to vaporize residual superficial pigmentation layer by layer based on the depth of the pigmentation. The wounds were repaired using either direct suturing or local flap transfer. Postoperative management included the application of growth factors and anti-scar treatments. Postoperative healing, adverse effects, and pigment clearance rate (categorized as healed, significant effect, improved, or ineffective) were observed by comparsons of the pre-treatment and the last follow-up photographs. Eyelid function, appearance, and scar hypertrophy were assessed during follow-up, and family satisfaction (categorized as very satisfied, satisfied, or dissatisfied) was surveyed via telephone.Results:Five children were included, with one male and four females aged between 2 and 10 years (average 7 years). Pigment areas ranged from 0.3 cm × 0.5 cm to 1.7 cm × 1.1 cm, with surgical excision areas from 0.3 cm × 0.4 cm to 1.5 cm × 1.1 cm. All children had good wound healing without complications such as infection, flap ischemic necrosis, wound dehiscence or bleeding. The pigment clearance rate was over 90%, achieving a healed effect. During the follow-up of 14 to 48 months (average 24.2 months), all patients had normal eyelid function without difficulties in opening or closing the eyes, or epiphora. The eyelid appearance was satisfactory without asymmetry, ptosis, ectropion or hypertrophic scars. The aesthetic outcomes and functionality of the eyelids were ideal, and satisfaction was generally rated as very satisfied.Conclusion:Surgical removal combined with high-frequency electro-acupuncture is beneficial for preserving aesthetic appearance while pigmentation in children with eyelid split nevus is removed, offering a new treatment option.
7.Differences in Clinical Characteristics and Surgical Outcomes of Patients with Ischemic and Hemorrhagic Pituitary Adenomas
Jingpeng LIU ; Peng HUANG ; Xiaoqing ZHANG ; Yong CHEN ; Xin ZHENG ; Rufei SHEN ; Xuefeng TANG ; Hui YANG ; Song LI
Journal of Korean Neurosurgical Society 2023;66(1):72-81
Objective:
: Ischemia and hemorrhage of pituitary adenomas (PA) caused important clinical syndrome. However, the differences on clinical characteristics and surgical outcomes between these two kinds apoplexy were less reported.
Methods:
: A retrospective analysis was made of patients with pituitary apoplexy between January 2013 and June 2018. Baseline and clinical characteristics before surgery were reviewed. All patients underwent transsphenoidal surgery and were followed up at least 1 year.
Results:
: Total 67 cases (5.8%) among 1147 pituitary tumor patients were enrolled, which consisted of 28 (~2.4%) ischemic PA and 39 (~3.4%) hemorrhagic PA. There were more male patients in the ischemic group compared with hemorrhagic group (78.6% vs 53.8%, p=0.043). However, the mean age, tumor size and functional tumor ratio were significant higher in the hemorrhagic group. Headache was more common in ischemic PA (82.1%) than that of hemorrhagic PA (51.3%, p=0.011). Magnetic resonance imaging findings found that mucosal thickening and enhancement of the sphenoid sinus was observed in 15 ischemic PA patients (n=27, 55.6%), but none in patients with hemorrhagic PA (n=38, p<0.0001). It was worth noting that the rate of pre-surgical hypopituitarism in ischemic PA patients were seemed higher than that in hemorrhagic PA patients, but not significant. The two groups got a total tumor resection rate at 94.1% and 92.9%, independently. No significant difference on the operative time, blood loss in operation and complications in perioperative period was observed in two groups. After operation, cranial nerve symptoms recovered to normal at 81.8% of ischemic PA patients and 82.6% of hemorrhagic PA patients. Importantly, the incidence of postoperative hypopituitarism partially decreased in both groups, among which the rate of hypothyroidism in ischemic PA patients significantly decreased from 46.4% to 18.5% (p=0.044).
Conclusion
: Patients with ischemic PA presented different clinical characteristics to the hemorrhagic ones. Transsphenoidal surgery should be considered for the patients with neuro-ophthalmic deficits and might benefit for pituitary function recovery of the apoplectic adenoma patients, especially pituitary thyroid axis in ischemic PA patients.
8.Impact of different diagnostic criteria for assessing mild micro-hepatic encephalopathy in liver cirrhosis: an analysis based on a prospective, multicenter, real-world study
Xiaoyan LI ; Shanghao LIU ; Chuan LIU ; Hongmei ZU ; Xiaoqing GUO ; Huiling XIANG ; Yan HUANG ; Zhaolan YAN ; Yajing LI ; Jia SUN ; Ruixin SONG ; Junqing YAN ; Qing YE ; Fei LIU ; Lei HUANG ; Fanping MENG ; Xiaoning ZHANG ; Shaoqi YANG ; Shengjuan HU ; Jigang RUAN ; Yiling LI ; Ningning WANG ; Huipeng CUI ; Yanmeng WANG ; Chuang LEI ; Qinghai WANG ; Hongling TIAN ; Zhangshu QU ; Min YUAN ; Ruichun SHI ; Xiaoting YANG ; Dan JIN ; Dan SU ; Yijun LIU ; Ying CHEN ; Yuxiang XIA ; Yongzhong LI ; Qiaohua YANG ; Huai LI ; Xuelan ZHAO ; Zemin TIAN ; Hongji YU ; Xiaojuan ZHANG ; Chenxi WU ; Zhijian WU ; Shengqiang LI ; Qian SHEN ; Xuemei LIU ; Jianping HU ; Manqun WU ; Tong DANG ; Jing WANG ; Xianmei MENG ; Haiying WANG ; Zhenyu JIANG ; Yayuan LIU ; Ying LIU ; Suxuan QU ; Hong TAO ; Dongmei YAN ; Jun LIU ; Wei FU ; Jie YU ; Fusheng WANG ; Xiaolong QI ; Junliang FU
Chinese Journal of Hepatology 2023;31(9):961-968
Objective:To compare the differences in the prevalence of mild micro-hepatic encephalopathy (MHE) among patients with cirrhosis by using the psychometric hepatic encephalopathy score (PHES) and the Stroop smartphone application (Encephal App) test.Methods:This prospective, multi-center, real-world study was initiated by the National Clinical Medical Research Center for Infectious Diseases and the Portal Hypertension Alliance and registered with International ClinicalTrials.gov (NCT05140837). 354 cases of cirrhosis were enrolled in 19 hospitals across the country. PHES (including digital connection tests A and B, digital symbol tests, trajectory drawing tests, and serial management tests) and the Stroop test were conducted in all of them. PHES was differentiated using standard diagnostic criteria established by the two studies in China and South Korea. The Stroop test was evaluated based on the criteria of the research and development team. The impact of different diagnostic standards or methods on the incidence of MHE in patients with cirrhosis was analyzed. Data between groups were differentiated using the t-test, Mann-Whitney U test, and χ2 test. A kappa test was used to compare the consistency between groups. Results:After PHES, the prevalence of MHE among 354 cases of cirrhosis was 78.53% and 15.25%, respectively, based on Chinese research standards and Korean research normal value standards. However, the prevalence of MHE was 56.78% based on the Stroop test, and the differences in pairwise comparisons among the three groups were statistically significant (kappa = -0.064, P < 0.001). Stratified analysis revealed that the MHE prevalence in three groups of patients with Child-Pugh classes A, B, and C was 74.14%, 83.33%, and 88.24%, respectively, according to the normal value standards of Chinese researchers, while the MHE prevalence rates in three groups of patients with Child-Pugh classes A, B, and C were 8.29%, 23.53%, and 38.24%, respectively, according to the normal value standards of Korean researchers. Furthermore, the prevalence rates of MHE in the three groups of patients with Child-Pugh grades A, B, and C were 52.68%, 58.82%, and 73.53%, respectively, according to the Stroop test standard. However, among the results of each diagnostic standard, the prevalence of MHE showed an increasing trend with an increasing Child-Pugh grade. Further comparison demonstrated that the scores obtained by the number connection test A and the number symbol test were consistent according to the normal value standards of the two studies in China and South Korea ( Z = -0.982, -1.702; P = 0.326, 0.089), while the other three sub-tests had significant differences ( P < 0.001). Conclusion:The prevalence rate of MHE in the cirrhotic population is high, but the prevalence of MHE obtained by using different diagnostic criteria or methods varies greatly. Therefore, in line with the current changes in demographics and disease spectrum, it is necessary to enroll a larger sample size of a healthy population as a control. Moreover, the establishment of more reliable diagnostic scoring criteria will serve as a basis for obtaining accurate MHE incidence and formulating diagnosis and treatment strategies in cirrhotic populations.
9.Prenatal diagnosis and pregnancy outcome of fetuses with isolated echogenic bowel
Qingmei SHEN ; Xiaoqing WU ; Bin LIANG ; Meiying WANG ; Lin ZHENG ; Hua CAO ; Liangpu XU
Chinese Journal of Perinatal Medicine 2023;26(6):476-481
Objective:To investigate the clinical value of isolated fetal echogenic bowel (FEB) as an indicator for invasive prenatal diagnosis.Methods:This retrospective study enrolled 183 pregnant women who were diagnosed with isolated FEB and underwent invasive prenatal diagnosis in Fujian Maternity and Child Health Hospital from August 2013 to January 2021. Clinical data including the results of conventional karyotyping and chromosomal microarray analysis (CMA), cytomegalovirus (CMV) DNA loads in amniotic fluid and pregnancy outcomes were reviewed analyzed. Chi-square test was used for statistical analysis Results:Karyotyping was performed on all of the 183 fetuses and three (1.64%) aneuploidies (one case of trisomy 21, one trisomy 18 and one 47,XYY syndrome) were detected. One trisomy 21 and four pathogenic (P)/likely pathogenic (LP) copy number variation (CNV) were detected among 108 fetuses who received CMA. The detection rate of P/LP chromosomal abnormalities by CMA was higher than that by karyotyping, but there was no significant difference between them [4.63% (5/108) vs 0.93% (1/108), χ 2=1.54, P>0.05]. In addition, three cases of variants of uncertain significance (VOUS) were detected by CMA. CMV DNA loads of fetal cells in the amniotic fluid samples of the 166 cases were determined, and only one (0.6%) was positive (CMV DNA up to 7.01×10 6 copies/ml), and no abnormalities were found in karyotype analysis and CMA detection. A total of 176 cases were followed up, and among them only one case of intrauterine infection and seven cases (three aneuploidies and four P/LP CNV) of chromosomal abnormalities were terminated after genetic counseling. Three fetuses with VOUS and other 165 fetuses without chromosomal abnormalities had a good prognosis after birth. Conclusions:Isolated FEB may be the abnormal ultrasound finding in fetuses with chromosomal abnormalities or CMV infection. Prenatal genetic testing and the exclusion of intrauterine infection are important for management during pregnancy and prognosis assessment of FEB.
10.Prediction of Atrial Fibrillation:From Traditional Regression Analysis Towards Artificial Intelligence
Xiaoqing ZHU ; Tao CHEN ; Juan SHEN ; Jun GUO
Chinese Circulation Journal 2023;38(12):1305-1310
Atrial fibrillation,which is closely correlated with stroke and heart failure,is among the most common arrhythmias in clinical practice.The asymptomatic and paroxysmal nature of atrial fibrillation leads to a very high missed diagnosis rate,more than half of misdiagnosed patients are classified as intermediate to high risk population of ischemic stroke and heart failure.With the progress of population aging in China,the prevalence of atrial fibrillation will continue to increase.The prediction model of atrial fibrillation can help screen patients with high risk of atrial fibrillation.Subsequent preventive intervention and intensive monitoring for this population can reduce the incidence of stroke and heart failure.This paper summarizes the research progress of traditional regression model and artificial intelligence in atrial fibrillation prediction,and limitations of current research and future research directions.

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