1.Factors affecting and identification of key environmental determinants of the Oncomelania hupensis snail density in the Yangtze River Delta based on machine learning models
Yinlong LI ; Qin LI ; Suying GUO ; Shizhen LI ; Lijuan ZHANG ; Chunli CAO ; Jing XU
Chinese Journal of Schistosomiasis Control 2026;38(1):14-19
Objective To identify factors affecting and key environmental factors of the Oncomelania hupensis snail density in the Yangtze River Delta region using machine learning methods. Methods Administrative village-level O. hupensis snail survey data in the Yangtze River Delta (including Shanghai Municipality, Jiangsu Province, Zhejiang Province and Anhui Province) from 2011 to 2021 were retrieved from the Information Management System for Parasitic Disease Control of Chinese Center for Disease Control and Prevention. Environmental factor data were captured from the Google Earth Engine platform, including elevation, slope, terrain, normalized difference vegetation index (NDVI), vegetation type, soil type, total petroleum hydrocarbon (TPH), ammonium nitrogen, inorganic nitrogen, dissolved oxygen, pH of water, chemical oxygen demand (COD) and inorganic phosphorus, and climatic factor data in the study region were retrieved from the Copernicus Climate Data Store, including annual precipitation, aridity index and annual mean temperature (AMT). O. hupensis snail survey data in the Yangtze River Delta region from 2011 to 2021 were randomly divided into a training set (70%) and a test set (30%), and five machine learning models were selected for machine learning model construction and comparative analysis of the O. hupensis snail density using the software R 4.3.0, including random forest (RF), eXtreme gradient boosting (XGBoost), support vector machine (SVM), gradient boosting machine (GBM) and neural network (NN). The XGBoost model was employed to construct a predictive model for the O. hupensis snail density, and the impact of each environmental factor on O. hupensis snail distribution was quantified. The SHapley Additive exPlanations (SHAPs) values were calculated to estimate the average contribution of each variable to the model prediction, and the core environmental factors affecting the O. hupensis snail population density were screened. Results Among the five machine learning models, the XGBoost model exhibited the optimal comprehensive performance, with the coefficient of determination (R2) of 0.855, mean squared error (MSE) of 0.188, root mean squared error (RMSE) of 0.434 and mean absolute error (MAE) of 0.155, respectively. Analysis of factors affecting the O. hupensis snail density with the XGBoost model showed that among the 16 environmental factors, the top four high-impact factors ranked by SHAPs values included annual precipitation, elevation, aridity index and NDVI, with cumulative SHAPs contributions of 75%, which was higher than that of other environmental factors. If NDVI was higher than 0.6, the O. hupensis snail density increased with NDVI and peaked if NDVI was 0.8 (1.60 snails/0.1 m2). The O. hupensis snail density increased with elevation if the elevation ranged from 14 to 40 m, and slowly rose if the annual precipitation ranged from 900 to 1 300 mm, and then increased rapidly to the peak (1.52 snails/0.1 m2) if the annual precipitation ranged from 1 300 to 1 500 mm. In addition, the O. hupensis snail density increased rapidly to the maximum (1.60 snails/0.1 m2) if the aridity index ranged from 0.8 to 1.1, and decreased gradually if the aridity index exceeded 1.1. Conclusions The XGBoost model shows excellent performance in prediction of the O. hupensis snail density and identification of key environmental factors in the Yangtze River Delta region. Annual precipitation, elevation, aridity index and NDVI are key environmental factors affecting the distribution and density of O. hupensis snails in the Yangtze River Delta region.
2.Based on Experimental Verification, Mechanism of Euphorbia humifusa in Treatment of Acute Kidney Injury was Explored
Lijuan ZHANG ; Xuehai JIA ; Yaping GUO ; Shunying LI ; Lu YANG ; Dahong YAO ; Ke ZHANG ; Hangyu WANG ; Jinhui WANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(13):166-176
ObjectiveTo explore the efficacy and mechanism of Euphorbia humifusa on acute kidney injury (AKI) based on network pharmacology, molecular docking and experimental verification. MethodsThe active components and targets of E. humifusa were retrieved from TCMSP and SwissTargetPrediction database, and the AKI targets were screened by GeneCards and Online Mendelian Inheritance in Man(OMIM) databases. The drug targets and disease targets were intersected to construct a protein-protein interaction network, and the intersection targets were subjected to gene ontology (GO) and Kyoto encyclopedia of genes and genomes (KEGG) enrichment analysis. Discover Studio software was used to verify the molecular docking of key components and core targets. Gentamicin (GM) was used to induce AKI rat model. Control group, model group, verapamil (16 mg·kg-1) group, E. humifusa extract (18, 54, 162 mg·kg-1·d-1) group and E. humifusa 70% ethanol extract (423 mg·kg-1) group were continuously administered for 14 days. Urine volume was detected 24 h after modeling and administration. Serum creatinine (SCr), Blood urea nitrogen (BUN), 24-hour urine protein (24 hUTP) and uric acid (UA) content; the contents of malondialdehyde (MDA), glutathione (GSH), superoxide dismutase (SOD), carbon monoxide synthase (NOS) and lactate dehydrogenase (LDH) in kidney were measured. The levels of interleukin (IL)-6 and tumor necrosis factor (TNF)-α in serum were detected by enzyme linked immunosorbent assay(ELISA) kit. The pathological changes of renal tissue were detected by hematoxylin-eosin (HE) and Masson staining. Western blot was used to detect the expression of PI3K/protein kinase B(Akt)/NF-κB signaling pathway-related proteins. ResultsIn this study, 13 active components such as kaempferol, luteolin, apigenin, gallic acid and quercetin were screened and identified from E. humifusa. Through bioinformatics analysis, these components and AKI have a total of 289 targets, of which 62 are core targets, including Akt1, TNF, tumor protein p53(TP53) and IL-1β. These targets are mainly involved in the regulation of biological processes such as NF-κB signaling pathway, HIF-1 signaling pathway, TNF signaling pathway, PI3K/Akt signaling pathway and mitogen-activated protein kinase(MAPK) signaling pathway. In animal experiments, we successfully constructed a GM-induced AKI model in rats. Compared with the model group, E. humifusa extract could significantly reduce the levels of 24 hUTP, BUN and SCr in rats (P<0.01), indicating its improvement effect on renal function. In addition, the extract of E. humifusa also significantly reduced LDH activity and MDA content in rat kidney tissue (P<0.05, P<0.01), and significantly increased SOD, NOS activity and GSH content (P<0.05), indicating that the extract of E. humifusa has the potential of anti-oxidation and protection of renal function. Further analysis of inflammatory factors showed that the levels of IL-6 and TNF-α in serum of rats treated with E. humifusa extract were significantly decreased (P<0.01), indicating that E. humifusa extract had anti-inflammatory effects. In addition, the extract of E. humifusa can also regulate the protein expression of PI3K/Akt/NF-κB signaling pathway, which further confirmed its mechanism of reducing GM-induced AKI. ConclusionThe extract of E. humifusa has a significant therapeutic effect on acute kidney injury through its multi-component and multi-target mechanism. Its effect is reflected in improving renal function, anti-oxidation, anti-inflammation and regulating immune response. These findings provide a scientific basis for the application of E. humifusa in the treatment of acute kidney injury, and point out the direction for future drug development and clinical research.
3.miR-27a-3p promotes the proliferation of human hypertrophic scar fibroblasts by regulating mitogen-activated protein kinase signaling pathway
Jun LI ; Jingjing GONG ; Guobin SUN ; Rui GUO ; Yang DING ; Lijuan QIANG ; Xiaoli ZHANG ; Zhanhai FANG
Chinese Journal of Tissue Engineering Research 2025;29(8):1609-1617
BACKGROUND:Multiple studies have confirmed that mitogen-activated protein kinase(MAPK)signaling pathway is involved in cell proliferation,and microRNA(miR)is involved in the occurrence and development of hypertrophic scars.Therefore,the role of miR-27a-3p and MAPK signaling pathways in pathological scar formation has been further explored. OBJECTIVE:To explore the effect of miR-27a-3p on the proliferation of human hypertrophic scar fibroblasts through the MAPK signaling pathway. METHODS:The primary fibroblasts were isolated and collected from the skin samples.The primary fibroblasts were observed by inverted microscope and verified by immunofluorescence.The relative expression level of miR-27a-3p in tissues was detected by qRT-PCR.The target genes of hsa-miR-27a-3p were predicted using the database,and then the predicted target genes were enriched by gene ontology function analysis and biological pathway enrichment analysis of the Kyoto Encyclopedia of Genes and Genomes.There were seven groups:blank control,negative control,miR-27a-3p mimic,miR-27a-3p inhibitor,miR-27a-3p mimic+p38 MAPK inhibitor,miR-27a-3p mimic+extracellular regulated protein kinase inhibitor,miR-27a-3p mimic+c-Jun N-terminal kinase inhibitor.Western blot was used to detect the levels of extracellular regulated protein kinase,c-Jun N-terminal kinase inhibitor.and p38 kinase and their phosphorylation levels.Cell counting kit-8 and EdU were used to detect cell proliferation. RESULTS AND CONCLUSION:Compared with normal skin fibroblasts,hypertrophic scar fibroblasts had stronger proliferative activity(P<0.05)and faster proliferation level(P<0.001).Compared with normal skin,miR-27a-3p was highly expressed in hypertrophic scars(P<0.001).Compared with the negative control group,overexpression of miR-27a-3p could promote cell proliferation activity(P<0.001)and proliferation levels(P<0.001).Compared with the negative control group,knockdown of miR-27a-3p could inhibit the proliferation activity(P<0.05)and proliferation levels(P<0.001).Compared with the negative control group,overexpression of miR-27a-3p promoted the phosphorylated levels of extracellular regulated protein kinase,c-Jun N-terminal kinase,and p38 mitogen-activated protein kinase(P<0.05).Compared with the negative control group,knockdown of miR-27a-3p inhibited the phosphorylated levels of extracellular regulated protein kinase,c-Jun N-terminal kinase,and p38 MAPK(P<0.05).Compared with the miR-27a-3p mimic group,specific inhibitors of extracellular regulated protein kinase,c-Jun N-terminal kinase,and p38 MAPK reversed the effects of miR-27a-3p on the proliferative activity(P<0.01)and proliferation level(P<0.001)of fibroblasts.To conclude,these results suggest that miR-27a-3p promotes the proliferation of human hypertrophic scar fibroblasts by activating the MAPK signaling pathway.
4.Genetic and clinical phenotypic analysis of Usher syndrome-associated gene variants.
Heng ZHAO ; Xiuli MA ; Yanli QU ; Guo LI ; Ken LIN ; Rui HUANG ; Lijuan ZHOU ; Jing MA
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2025;39(8):736-742
Objective:To investigate the molecular characteristics and clinical heterogeneity of Usher syndrome(USH) -related gene variants in patients with hereditary hearing loss in southwest China, providing a basis for early diagnosis and clinical management. Methods:Thirteen patients from twelve families with hearing loss who attended the Affiliated Children's Hospital of Kunming Medical University between January 2017 and March 2021 were enrolled. All patients were identified as carrying USH-related gene variants through next-generation sequencing. Sanger sequencing was performed for all patients and their parents to validate the pathogenic variants. Comprehensive clinical evaluations, including medical history collection, otologic and ophthalmologic examinations, and vestibular function assessments, were conducted. Results:Among the 13 patients, 4 were diagnosed with USH type 1 and 2 with USH type 2. A total of 19 pathogenic or likely pathogenic variants were detected in USH-related genes, including MYO7A,CDH23,USH1C, and USH2A. The causative gene was MYO7A in 3 probands, CDH23 in 5, USH1C in 3, and USH2Ain 2. All patients exhibited an autosomal recessive inheritance pattern. Vestibular dysfunction was observed in 4 patients, and retinitis pigmentosa(RP) in 3 patients. Based on the genotype-phenotype correlation, 6 patients were initially diagnosed with USH, while 7 were classified as having non-syndromic hearing loss(NSHL). Conclusion:This study revealed the clinical heterogeneity of USH-related gene variants in patients with hereditary deafness in southwest China. Although the clinical manifestations of USH are complex and there are overlapping characteristics between different subtypes, genetic testing provides an important basis for early diagnosis and precise clinical management. Especially for those with typical hearing loss, early genetic diagnosis can provide a window of time for early detection and intervention of retinitis pigmentosa.
Humans
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Usher Syndromes/genetics*
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Myosin VIIa
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Phenotype
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Male
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Female
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Myosins/genetics*
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Mutation
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Cadherins/genetics*
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Child
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Extracellular Matrix Proteins/genetics*
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Adolescent
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Pedigree
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High-Throughput Nucleotide Sequencing
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Cadherin Related Proteins
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Cytoskeletal Proteins
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Cell Cycle Proteins
5.HMGA2 Promotes Cellular Proliferation, Invasion and Metastasis of Laryngeal Cancer Through TGF-β/Smad Signaling Pathway
Xianxue WEN ; Ruting LI ; Xi WU ; Renbin GUO ; Jun WU ; Lijuan MA
Cancer Research on Prevention and Treatment 2025;52(7):571-577
Objective To investigate the molecular mechanism by which HMGA2 participates in the TGF-β/Smad pathway in the regulation of the proliferation, aggression, and metastasis of laryngeal cancer. Methods shRNA transfection was used to construct the HMGA2 knockdown laryngeal cancer TU686 cell model, and subcutaneous transplantation tumor model and tail vein metastasis tumor model were established in nude mice. Western blot was conducted to detect the expression of HMGA2 and TGF-β/Smad pathway-related molecules in cells and tumor tissues. Results The proliferation, invasion, and metastasis of TU686 cells with HMGA2 knockdown decreased. The expression of TGF-β, Smad2, Smad3, and phosphorylated Smad2/3 protein also decreased. TGF-β1 stimulation of the TGF-β/Smad pathway could partially offset the antitumor effect caused by HMGA2 knockdown. Through in vitro experiments, we determined that low expression of HMGA2 significantly inhibited the growth of subcutaneously transplanted tumors, and TGF-β1 stimulation of the TGF-β/Smad pathway reduced the tumor-inhibitory effect resulting from the low expression of HMGA2. In tail vein metastases of nude mice, E-cadherin expression was elevated but N-cadherin expression was reduced in the HMGA2 knockdown group, suggesting that HMGA2 could inhibit the progression of EMT. After TGF-β1 stimulated the TGF-β/Smad pathway, the EMT effect due to HMGA2 knockdown was lessened. Conclusion HMGA2 may promote the proliferation, invasion, and metastasis of laryngeal cancer by upregulating the TGF-β/Smad signaling pathway.
6.Progress of schistosomiasis control in the People’s Republic of China in 2024
Junyi HE ; Lijuan ZHANG ; Fan YANG ; Hui DANG ; Yinlong LI ; Suying GUO ; Shizhen LI ; Chunli CAO ; Jing XU ; Shizhu LI
Chinese Journal of Schistosomiasis Control 2025;37(3):223-231
To understand the progress of, summarize the lessons learned from and analyze the challenges in the national schistosomiasis elimination program of China in 2024, this article presented the endemic situation of schistosomiasis and national schistosomiasis surveillance results in the People’s Republic of China in 2024. By the end of 2024, Shanghai Municipality, Zhejiang Province, Fujian Province, Guangdong Province and Guangxi Zhuang Autonomous Region continued to consolidate schistosomiasis elimination achievements, and 7 provinces of Jiangsu, Sichuan, Yunnan, Hubei, Hunan, Anhui and Jiangxi maintained the criteria of schistosomiasis transmission interruption. A total of 450 counties (cites, districts) were found to be endemic for schistosomiasis in China in 2024, including 26 061 endemic villages covering 73 630 500 residents at risk of infections. Among the 450 counties (cities, districts) endemic for schistosomiasis, 388 (86.22%) achieved the criteria of schistosomiasis elimination and 62 (13.78%) achieved the criteria of transmission interruption. In 2024, a total of 4 102 624 individuals received immunological tests for schistosomiasis in China, with 44 823 sero-positives identified (1.09% seroprevalence), and a total of 169 722 individuals received parasitological examinations, with 1 egg-positives detected. A total of 27 321 cases with advanced schistosomiasis were documented in China by the end of 2024. In 2024, a total of 575 686 bovines were raised in schistosomiasis-endemic villages of China, and 113 842 bovines received immunological tests, with 235 sero-positives detected (0.21% seroprevalence), while no egg-positives were identified among the 167 475 bovines receiving parasitological examinations. In 2024, snail survey was performed covering an area of 680 498.27 hm2 in China, and 190 778.66 hm2 snail habitats were identified, including 59.09 hm2 emerging snail habitats and 704.23 hm2 reemerging snail habitats. In 2024, a total of 19 665 schistosomiasis patients receiving chemotherapy with praziquantel in China, and expanded chemotherapy was given to humans at 571 722 person-times and to bovines at 306 740 herd-times. In addition, snail control with chemical treatment covered 117 111.37 hm2 snail habitats across China in 2024, and the actual area of chemical treatment was 66 562.95 hm2, while environmental improvements were performed in snail habitats covering an area of 1 374.26 hm2. The national schistosomiasis surveillance results showed that the mean prevalence rates of Schistosoma japonicum infections were both 0 among humans and bovines in China in 2024, and no S. japonicum infection was detected in snails. These data demonstrated that the prevalence of schistosomiasis remained at a low level in China in 2024; however, the areas of snail habitats remained high and the number of fenced cattle showed a slight increase. To address these risks, it is imperative to maintain the integrated strategy with an emphasis on management of the source of S. japonicum infection and intensified snail control in high-risk areas, and to reinforce schistosomiasis surveillance and forecast and snail control in high-risk areas.
7.Role of TIM3 Pathway in Immune Pathogenesis and Targeted Therapy of Myelodysplastic Syndrome
Xinyu GUO ; Shunjie YU ; Jinglian TAO ; Yingshuai WANG ; Xiaotong REN ; Zhaoyun LIU ; Rong FU ; Zonghong SHAO ; Lijuan LI
Cancer Research on Prevention and Treatment 2025;52(9):731-735
Myelodysplastic syndrome (MDS), a myeloid tumor derived from the malignant clones of hematopoietic stem cells, has an annually increasing incidence. The contemporary research direction has shifted to analyzing the synergistic effect of immune surveillance collapse and abnormal bone marrow microenvironment in the pathological process of MDS. Against this backdrop, the immune checkpoint molecule TIM3 has emerged as a key target because of its persistently high expression on the surface of important immune cells such as T and NK cells. The abnormal activation of the TIM3 pathway is the mechanism by which solid tumors and hematological malignancies achieve immune escape and is a key hub in the formation of immune exhaustion phenotypes. This work integrates the original discoveries of our team with the latest international progress, systematically demonstrating the bidirectional regulatory network of TIM3 between the malignant clone proliferation of MDS and the immunosuppressive microenvironment. Integrating the evidence from emerging clinical trials allows us to consider the clinical significance of TIM3-targeted blocking for MDS, providing a transformative path to overcome the resistance of traditional treatments and marking a new chapter in the active immune reconstitution of MDS treatment.
8.Association between Chinese visceral adiposity index and diabetes mellitus and hypertension among elderly people in Hebei Province
Fujuan YUE ; Xiaoli LIU ; Lijuan TANG ; Fan ZHANG ; Yajing CAO ; Tiantian GUO ; Wen LI ; Dongsheng JIANG
Journal of Public Health and Preventive Medicine 2025;36(6):53-57
Objective To investigate the association between the Chinese visceral adiposity index (CVAI) and diabetes mellitus, hypertension, diabetes mellitus or hypertension, and diabetes with hypertension among elderly people in Hebei Province. Methods In 2020, a stratified multi-stage random sampling was used to conduct questionnaire survey, physical examination and laboratory detection among permanent residents of 10 monitoring sites in Hebei Province. Logistic regression was used to analyze the association between CVAI and diabetes mellitus, hypertension, diabetes mellitus or hypertension, and diabetes with hypertension. The area under the ROC curve (AUC) was used to evaluate the predictive value of CVAI for diabetes mellitus, hypertension, diabetes mellitus or hypertension, and diabetes with hypertension. Results The detection rates of diabetes mellitus, hypertension, diabetes mellitus or hypertension, and diabetes with hypertension were 19.8%, 74.6%, 78.2%, and 16.2%, respectively. Multivariate logistic regression analysis showed that compared with the lowest quartile of CVAI group Q1, the OR (95% CI) of diabetes mellitus, hypertension, diabetes mellitus or hypertension, and diabetes with hypertension in the highest quartile Q4 group were 3.55 (2.58~4.89), 2.52 (1.92~3.31), 3.09 (2.31~4.12), and 4.92 (3.40~7.12), respectively. The ROC curve results showed that CVAI had the best predictive value in the diagnosis of diabetes with hypertension, and the optimized critical values in males and females were 128.54 and 141.88, respectively. Conclusion The detection rates of diabetes mellitus and hypertension are high in the elderly population in Hebei Province. CVAI is positively associated with the risk of diabetes mellitus, hypertension, diabetes mellitus or hypertension, and diabetes with hypertension among the elderly in Hebei. CVAI has the strongest prediction ability for diabetes with hypertension.
9.Three-dimensional ultrasound combined with microvascular flow imaging for prenatal diagnosis of fetal intracranial anomalies
Yuanjie CUI ; Cuixia GUO ; Zhen LI ; Juan ZHANG ; Tiejuan ZHANG ; Keyang WANG ; Qingqing WU ; Yuting WU ; Lijuan SUN
Chinese Journal of Medical Imaging Technology 2025;41(3):368-371
Objective To observe the value of three-dimensional ultrasound combined with microvascular flow imaging for prenatal diagnosis of fetal intracranial anomalies.Methods Totally 118 fetuses with intracranial anomalies diagnosed through cranial MRI/induced labor specimen dissection who underwent prenatal ultrasound examination were retrospectively enrolled.Two-dimensional,three-dimensional ultrasound and microvascular flow imaging manifestations of fetal intracranial anomalies were observed,and the accuracy of three-dimensional ultrasound combined with microvascular flow imaging for prenatal diagnosis of fetal intracranial anomalies was analyzed.Results The accuracy of three-dimensional ultrasound combined with microvascular flow imaging for prenatal diagnosis of fetal intracranial anomalies was 93.22%(110/118),of isolated and non-isolated intracranial anomalies was 97.47%(77/79)and 84.62%(33/39),respectively.Six fetuses were missed diagnosis of malformations of cortical development(1 fetus of tuberous sclerosis,4 of abnormal morphology of the sulci gyrus and 1 of schizencephaly)and 1 fetus of intracranial softening lesion,while posterior fossa arachnoid cyst in 1 fetus was misdiagnosed as mega cisterna magna.Conclusion The accuracy of three-dimensional ultrasound combined with microvascular flow imaging for prenatal diagnosis of fetal intracranial anomalies was relatively high.
10.Prenatal ultrasound for diagnosing fetal intracranial arachnoid cyst and predicting outcomes
Guohui ZHANG ; Lijuan SUN ; Cuixia GUO ; Yuanjie CUI
Chinese Journal of Medical Imaging Technology 2025;41(3):372-376
Objective To observe the value of prenatal ultrasound for diagnosing fetal intracranial arachnoid cyst(IAC)and predicting outcomes.Methods A total of 240 fetuses with IAC confirmed by fetal brain MR examination or clinical follow-up were retrospectively enrolled,and the prenatal ultrasonic manifestations were observed.The outcomes of pregnancy were recorded,and the neurological development and treatment after birth were regularly followed up,then the fetuses were classified into good outcome or poor outcome groups.Univariate and binary logistic regression were used to analyze clinical data and prenatal ultrasonic findings,and the impact factors of outcomes of fetal IAC were screened.Results Among 240 fetuses,IAC located in the supratentorial area in 192(192/240,80.00%)and in the infratentorial area in 48(48/240,20.00%)fetuses.The size of IAC was 0.3-6.2 cm,with an average of(1.4±0.9)cm.Single lesion was found in 230 fetuses(230/240,95.83%),while multiple lesions were detected in 10 fetuses(10/240,4.17%).IAC presented as thin-walled cystic echoes with clear intracranial boundaries and good intracapsular sound transmission in all 240 fetuses,including 150(150/240,62.50%)with simple IAC and 90(90/240,37.50%)complicated with intracranial or other system malformations.Totally 189 fetuses were delivered successfully,while 51 underwent induction of labor.The newborns were followed up to 6-84 months.Among 240 fetuses with IAC,171(171/240,71.25%)had good outcome and 69(69/240,28.75%)had poor outcome.The size,number of lesion and whether combined with malformations or not on prenatal ultrasound and gender were all independent impact factors of outcomes of fetal IAC(OR=1.558,6.323,0.911,2.662,all P<0.05).Conclusion Prenatal ultrasound could accurately diagnose and predict the outcomes of fetal IAC.


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