1.Stroke-p2pHD: Cross-modality generation model of cerebral infarction from CT to DWI images.
Qing WANG ; Xinyao ZHAO ; Xinyue LIU ; Zhimeng ZOU ; Haiwang NAN ; Qiang ZHENG
Journal of Biomedical Engineering 2025;42(2):255-262
Among numerous medical imaging modalities, diffusion weighted imaging (DWI) is extremely sensitive to acute ischemic stroke lesions, especially small infarcts. However, magnetic resonance imaging is time-consuming and expensive, and it is also prone to interference from metal implants. Therefore, the aim of this study is to design a medical image synthesis method based on generative adversarial network, Stroke-p2pHD, for synthesizing DWI images from computed tomography (CT). Stroke-p2pHD consisted of a generator that effectively fused local image features and global context information (Global_to_Local) and a multi-scale discriminator (M 2Dis). Specifically, in the Global_to_Local generator, a fully convolutional Transformer (FCT) and a local attention module (LAM) were integrated to achieve the synthesis of detailed information such as textures and lesions in DWI images. In the M 2Dis discriminator, a multi-scale convolutional network was adopted to perform the discrimination function of the input images. Meanwhile, an optimization balance with the Global_to_Local generator was ensured and the consistency of features in each layer of the M 2Dis discriminator was constrained. In this study, the public Acute Ischemic Stroke Dataset (AISD) and the acute cerebral infarction dataset from Yantaishan Hospital were used to verify the performance of the Stroke-p2pHD model in synthesizing DWI based on CT. Compared with other methods, the Stroke-p2pHD model showed excellent quantitative results (mean-square error = 0.008, peak signal-to-noise ratio = 23.766, structural similarity = 0.743). At the same time, relevant experimental analyses such as computational efficiency verify that the Stroke-p2pHD model has great potential for clinical applications.
Humans
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Tomography, X-Ray Computed/methods*
;
Diffusion Magnetic Resonance Imaging/methods*
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Cerebral Infarction/diagnostic imaging*
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Stroke/diagnostic imaging*
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Neural Networks, Computer
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Image Processing, Computer-Assisted/methods*
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Algorithms
2.Prevalence and associated risk factors of carotid plaque and artery stenosis in China: a population-based study.
Qingjia ZENG ; Chongyang ZHANG ; Xinyao LIU ; Shengmin YANG ; Muyuan MA ; Jia TANG ; Tianlu YIN ; Shanshan ZHAO ; Wenjun TU ; Hongpu HU
Frontiers of Medicine 2025;19(1):64-78
Stroke is a critical health issue in China, and carotid artery stenosis and plaque play key roles in its prevalence. Despite the acknowledged significance of this condition, detailed information regarding the prevalence of carotid artery stenosis and plaque across the Chinese population has been scarce. This study analyzed data from the China Stroke High-risk Population Screening and Intervention Program for 2020-2021, focusing on 194 878 Chinese adults aged 40 years and above. It assessed the prevalence of carotid artery stenosis and plaque and identified their associated risk factors. Results revealed a standardized prevalence of 0.40% for carotid artery stenosis and 36.27% for carotid plaque. Notably, the highest rates of stenosis were observed in north and south China at 0.61%, while southwestern China exhibited the highest plaque prevalence at 43.17%. Key risk factors included older age, male gender, hypertension, diabetes, stroke, smoking, and atrial fibrillation. This study highlights significant geographical and demographic disparities in the prevalence of these conditions, underlining the urgent need for targeted interventions and policy reforms. These measures are essential for reducing the incidence of stroke and improving patient outcomes, addressing this significant health challenge in China.
Humans
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China/epidemiology*
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Male
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Female
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Prevalence
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Middle Aged
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Carotid Stenosis/epidemiology*
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Risk Factors
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Aged
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Adult
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Plaque, Atherosclerotic/epidemiology*
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Stroke/epidemiology*
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Aged, 80 and over
3.Advances and challenges in drug design against dental caries: Application of in silico approaches.
Zhongxin CHEN ; Xinyao ZHAO ; Hanyu ZHENG ; Yufei WANG ; Linglin ZHANG
Journal of Pharmaceutical Analysis 2025;15(6):101161-101161
Dental caries, a chronic disease characterized by tooth decay, occupies the second position in terms of disease burden and is primarily caused by cariogenic bacteria, especially Streptococcus mutans, because of its acidogenic, aciduric, and biofilm-forming capabilities. Developing novel targeted anti-virulence agents is always a focal point in caries control to overcome the limitations of conventional anti-virulence agents. The current study represents an up-to-date review of in silico approaches of drug design against dental caries, which have emerged more and more powerful complementary to biochemical attempts. Firstly, we categorize the in silico approaches into computer-aided drug design (CADD) and AI-assisted drug design (AIDD) and highlight the specific methods and models they contain respectively. Subsequently, we detail the design of anti-virulence drugs targeting single or multiple cariogenic virulence targets of S. mutans, such as glucosyltransferases (Gtfs), antigen I/II (AgI/II), sortase A (SrtA), the VicRK signal transduction system and superoxide dismutases (SODs). Finally, we outline the current opportunities and challenges encountered in this field to aid future endeavors and applications of CADD and AIDD in anti-virulence drug design.
4.Technical points of modular operation and standard procedure for three-port anterior mediastinal thymic disease surgery via subxiphoid approach: Experience of Tangdu Hospital
Jipeng ZHANG ; Yongan ZHOU ; Jinbo ZHAO ; Chenghui JIA ; Xinyao XU ; Guangyu XIANG ; Jiahe LI ; Qiang LU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(12):1735-1742
Surgery is an important treatment for the anterior mediastinal disease. With the rapid development of minimally invasive techniques, complete resection of the lesion in most patients with thymic disease can be achieved through thoracoscopic surgery. Practice has proved that the three-port resection of anterior mediastinal thymus disease via the subxiphoid approach is an ideal surgical method for the treatment of anterior mediastinal thymic tumors at present, which has strong popularization and popularity and can benefit the patients. The procedure focuses primarily on the anterior and upper mediastinum and can thoroughly expose the anatomy of the mediastinum and both sides, with minimal intraoperative bleeding, high safety, minimal trauma and postoperative pain, and a short hospital stay. It has clear advantages over conventional thoracic open-heart surgery and transversal resection. However, the surgical approach and field of view, and intraoperative precautions of this procedure are completely different from those of previous thoracoscopic procedures, and from the subxiphoid single-port approach adopted by other centers. Based on 10 years of surgical experience at our center, a modular mode of surgical operation has been developed and its procedure has been standardized. This paper will share and discuss relevant operational points and experiences.
5.Comparative study of the efficacy of two intravitreal conbercept regimens in the treatment of polypoidal choroidal vasculopathy
Ran TANG ; Jiyang TANG ; Xinyao HAN ; Linqi ZHANG ; Xiaoxin LI ; Mingwei ZHAO ; Jinfeng QU
Chinese Journal of Experimental Ophthalmology 2024;42(1):53-59
Objective:To assess the efficacy and safety of the treat-and-extend (TAE) regimen and pro re nata (PRN) regimen of intravitreal conbercept in polypoidal choroidal vasculopathy (PCV) patients.Methods:A non-randomized controlled study was performed.Ninety-one patients (91 eyes) diagnosed with treatment-na?ve PCV from October 2016 to January 2019 at Department of Ophthalmology, Peking University People's Hospital were enrolled.All the patients received the intravitreal injection of 0.5 mg conbercept.After the initial treatment, the patients were divided into 3+ PRN group and 3+ TAE group according to their willingness.The follow-up time was one year.All the eyes underwent visual acuity test with ETDRS chart, optical coherence tomography (OCT) examination, fundus fluorescein angiography (FFA) and indocyanine green angiography (ICGA). Best corrected visual acuity (BCVA), central retinal thickness (CRT), maximum retinal thickness (MRT), pigment epithelium detachment (PED) height, the number and area of polypoidal lesions, the area of retinal hemorrhage and the area of branching vascular network (BVN) were recorded.Treatment interval and injection frequencies during the one-year follow-up were compared between the two groups.This study adhered to the Declaration of Helsinki.The study protocol was approved by Peking University People's Hospital (No.2020PHB250-01). Written informed consent was obtained from each patient.Results:One-year after treatment, the BCVA improvement in the 3+ PRN group and 3+ TAE group was 5.0(-2.0, 15.0) and 6.0(-1.0, 14.0) letters, respectively, showing no significant difference ( Z=-0.352, P=0.725). No significant differences were found in CRT, MRT and PED height between the two groups ( Z=-0.145, -0.529, -0.985, all at P>0.05). There was no significant difference in polypoidal lesions number, polypoidal lesions area, the number of eyes with different degrees of polyp regression, BVN area and retinal hemorrhage area between the two groups ( Z=-0.502, -0.300, -0.047, -0.265, -1.243, all at P>0.05). After the one-year follow-up, the mean injection frequency of 3+ PRN group was (7.6±0.9) times, which was lower than (8.4±2.0) times of 3+ TAE group, showing a significant difference ( t=2.432, P=0.019). The mean follow-up frequency was (11.3±1.5) times of 3+ PRN group, which was significantly higher than (10.1±1.7) times of 3+ TAE group ( t=3.403, P=0.001). For the 3+ TAE group, 17.1%(6/35) of patients achieved an extension interval of 12 weeks after the first 3 doses, and 48.5%(17/35) of patients achieved an extension interval of 8 weeks or more, with a mean maximum extension interval of (9.5±2.0) weeks.During the follow-up, 10 patients in 3+ PRN group and 8 patients in 3+ TAE group received photodynamic therapy as a rescue treatment. Conclusions:The 3+ PRN and 3+ TAE regimens of intravitreal injection of conbercept combined with photodynamic therapy as a rescue treatment have similar efficacy in visual and anatomical outcomes for PCV patients.3+ TAE regimen has a higher treatment frequency and fewer follow-up visits.
6.Expert Consensus on Clinical Diseases Responding Specifically to Traditional Chinese Medicine: Sjögren's Syndrome
Jing LUO ; Yuan XU ; Xinyao ZHOU ; Mengtao LI ; Xiujuan HOU ; Hailong WANG ; Hua CHEN ; Qin ZHANG ; Yan GENG ; Jinxia ZHAO ; Yi ZHAO ; Miansong ZHAO ; Jiabo WANG ; Yong WANG ; Xiaoxiao ZHANG ; Qingwen TAO
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(8):73-79
Sjögren's syndrome (SS), a disorder of immune system, is one of the dominant diseases treated by traditional Chinese medicine (TCM). China Association of Chinese Medicine organized experts in the field of TCM and western medicine rheumatology and pharmacology to discuss the advantages and optimal regimens of TCM for the treatment of SS. The experts generally agreed on the low early diagnosis rate of SS and the lack of targeted therapeutic drugs. In addition, autoimmune abnormality is the key factor in the occurrence of SS and deficiency of both Qi and Yin is the core pathogenesis. SS has unique tongue manifestations, which is expected to allow for the early diagnosis and treatment with integrated traditional Chinese and western medicine. TCM has advantages in treating SS in terms of alleviating clinical symptoms and systemic involvement, individualized treatment, relieving sleep and mood disorders, preventing the occurrence in the early stage, and enhancing the effectiveness and reducing toxicity in the treatment by integrated TCM and western medicine. In general, TCM has advantages in different stages of SS. Internal and external use of TCM, acupuncture, and acupotome are all available options. The optimal regimens should be determined on the basis of pattern identification, stage of disease, and the advantages of TCM. Clinical characteristics and biomarkers of SS should be studied to classify patients, so as to design precision evidence-based TCM regimens for SS. On the basis of unique tongue manifestations of SS, models for early diagnosis and poor prognosis identification of SS should also be established to achieve early prevention and treatment and to improve the prognosis. In the future, we should vigorously carry out high-quality evidence-based medical research on the treatment of SS by TCM and integrated traditional Chinese and western medicine and develop relevant guidelines to optimize and standardize current diagnosis and treatment, thereby laying a basis for clarifying and explaining the advantages of TCM in treating SS.
7.Establishment and evaluation of a method for extracting exogenous short DNA fragments of Schistosoma japonicum from urine samples
Qiaoqiao ZHANG ; Song ZHAO ; Yuying YE ; Niannian BI ; Xinyao WANG ; Jianfeng ZHANG ; Wei LI ; Kun YANG
Chinese Journal of Schistosomiasis Control 2023;35(1):15-21
Objective To establish the method for extracting exogenous short DNA fragments of Schistosoma japonicum from urine samples, and to evaluate the efficiency of this method for extraction from urine samples treated with various methods. Methods The S. japonicum SjG28 gene fragment was selected as a target sequence, and the 81 bp short DNA fragment was amplified on the target sequence using PCR assay. Following characterization using sequencing, the short DNA fragment was added into the urine samples as an exogenous short DNA fragment. Primers and probes were designed with SjG28 as a target gene, to establish the real-time fluorescent quantitative PCR (qPCR) assay. The sensitivity of this qPCR assay was evaluated with exogenous short DNA fragments that were diluted at a 1:10 dilution ratio as the DNA template, and the specificity of the qPCR assay was evaluated with the genomic DNA of S. mansoni, S. haematobium, Babesia, Ancyiostoma duodenaie, Cionorchis sinensis, and Paragonimus westermani as DNA templates. Exogenous short DNA fragments were added into artificial and healthy volunteers’ urine samples, followed by pH adjustment, centrifugation and concentration, and the efficiency of extracting exogenous short DNA fragments from urine samples was compared with the QIAmp Viral RNA Mini Kit (Qiagen kit) and BIOG cfDNA easy kit (BIOG kit). Results An 81 bp small DNA fragment of S. japonicum was successfully prepared, and the lowest detection limit of the established qPCR assay was 100 copies/μL of the 81 bp small DNA fragment of S. japonicum. If the genomic DNA of S. japonicum, S. mansoni, S. haematobium, Babesia, A. duodenaie, C. sinensis, and P. westermani served as DNA templates, the qPCR assay only detected fluorescent signals with S. japonicum genomic DNA as the DNA template. If the pH values of artificial urine samples were adjusted to 5, 6, 7 and 8, the recovery rates were (49.12 ± 2.09)%, (84.52 ± 4.96)%, (89.38 ± 3.32)% and (87.82 ± 3.90)% for extracting the exogenous short DNA fragment of S. japonicum with the Qiagen kit, and were (2.30 ± 0.07)%, (8.11% ± 0.26)%, (13.35 ± 0.61)% and (20.82 ± 0.68)% with the BIOG kit, respectively (t = 38.702, 26.955, 39.042 and 29.571; all P values < 0.01). If the Qiagen kit was used for extracting the exogenous short DNA fragment from artificial urine samples, the lowest recovery rate was seen from urine samples with a pH value of 5 (all P values < 0.05), and there were no significant differences in the recovery rate from urine samples with pH values of 6, 7 and 8 (all P values > 0.05). Following centrifugation of artificial [(64.30 ± 1.00)% vs. (58.87 ± 0.26)%; t = 12.033, P < 0.05] and healthy volunteers’ urine samples [(31 165 ± 1 017) copies/μL vs. (28 471 ± 818) copies/μL; t = 23.164, P < 0.05]. In addition, concentration of artificial urine samples with the 10 kDa Centrifugal Filter and concentration of healthy volunteers’ urine samples with the 100 kDa Centrifugal Filter were both effective to increase the recovery of the Qiagen kit for extracting the exogenous short DNA fragment of S. japonicum (both P values < 0.01). Conclusions A method for extracting exogenous short DNA fragments of S. japonicum from urine samples has been successfully established, and the Qiagen kit has a high extraction efficiency. Adjustment of urine pH to 6 to 8 and concentration of healthy volunteers’ urine samples with the 100 kDa Centrifugal Filter are both effective to increase the efficiency of extracting exogenous short DNA fragments of S. japonicum.
8.Incidence and risk factors of early transient intraocular pressure elevation after canaloplasty for primary open-angle glaucoma.
Lijuan XU ; Xinyao ZHANG ; Yang CAO ; Yin ZHAO ; Juan GU ; Wenqing YE ; Xiaojie WANG ; Jinxin LI ; Ruiyi REN ; Yuanbo LIANG
Journal of Zhejiang University. Science. B 2023;24(4):366-370
Glaucoma is one of the most common optic neuropathies, featuring progressive retinal ganglion cell damage and visual field loss (Tham et al., 2014; Xu et al., 2020). Currently, the only effective treatment for this condition is the reduction of intraocular pressure (IOP) (Palmberg, 2001; Heijl et al., 2002). Canaloplasty is a proven bleb-independent surgery with good efficacy and safety profiles in primary open-angle glaucoma (POAG) (Gołaszewska et al., 2021). However, early transient postoperative IOP elevation has been reported in up to 30% of cases (Riva et al., 2019), similar to that commonly observed in other internal drainage glaucoma surgeries such as implantation using iStent (0%-21.0%), CyPass (10.8%), and Hydrus (4.8%-6.5%) (Lavia et al., 2017). This complication may be a predictor of poor reserve in the outflow system and is potentially associated with surgical failure. Nonetheless, the exact pathophysiology of glaucoma remains unknown, and studies clarifying the risk factors for postoperative IOP elevation have been scarce.
Humans
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Intraocular Pressure
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Glaucoma, Open-Angle/surgery*
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Incidence
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Treatment Outcome
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Risk Factors
9.Clinical characteristics and multimodal imaging of perifoveal exudative vascular anomalous complex
Jiyang TANG ; Xinyao HAN ; Ran TANG ; Linqi ZHANG ; Huijun QI ; Mingwei ZHAO ; Jinfeng QU
Chinese Journal of Ocular Fundus Diseases 2022;38(11):885-890
Objective:To investigate the clinical features and multimodal imaging features of eyes with perifoveal exudative vascular anomalous complex (PEVAC).Methods:A retrospective case study. From February 2014 to November 2020, 7 eyes of 7 patients with PEVAC diagnosed by ophthalmology examination in Department of Ophthalmologyof Peking University People's Hospital were included in this study. There were 6 males and 1 female. The age was 60.1±9.1 years. All were monocular. The chief complaints of visual deformation and vision loss were 3 and 1 cases, respectively. All patients underwent best corrected visual acuity (BCVA), fundus color photography, optical coherence tomography (OCT), fundus fluorescein angiography (FFA). BCVA examination was performed using the standard logarithmic visual acuity chart, which was converted to logarithm of the minimum angle of resolution (logMAR) visual acuity. OCT angiography (OCTA) and indocyanine green angiography (ICGA) were performed in 4 and 2 eyes, respectively. Three eyes were treated with intravitreal injection of anti-vascular endothelial growth factor (VEGF) combined with local laser photocoagulation. Two eyes were treated with laser photocoagulation alone. The follow-up time was 16.7±19.1 months. During follow-up, relevant examinations were performed with the same equipment and methods as at the initial diagnosis. The multimodal imaging characteristics and treatment response of the affected eyes were observed.Results:The baseline logMAR BCVA was 0.33±0.19 (0.20-0.80). All eyes showed isolated hemangiomatous lesions in the macular fovea with rigid retinal exudation, and 2 adjacent isolated hemangiomatous lesions were observed in 1 eye. FFA and ICGA examination showed that all eyes with macular hemangiomatous lesions showed clear boundary and strong fluorescence in the early stage. No other retinal or choroidal vascular abnormalities were observed. On OCT examination, circular lumen-like structures with strong reflective wall near the fovea were observed in the macular region of all eyes, accompanied by intraretinal cystic lumen. The macular central retinal thickness (CMT) was 326±125 (207-479) μm. In the four eyes examined by OCTA, blood flow signals were observed in the circular lumenoid structures with strong reflective walls adjacent to the fovea. Blood flow signals were observed in the superficial capillary layer (SCP) and deep capillary layer (DCP) of the retina in 3 eyes. SCP showed blood flow signal in 1 eye. In 4 eyes treated with intravitreal injection of anti-VEGF drugs, there was no significant improvement in the intraretinal capsule space after treatment. Subretinal fluid absorption, retinal cystoid edema persisted, and rigid exudation decreased in 1 eye. CMT decreased and BCVA increased in 5 eyes treated with laser photocoagulation or laser photocoagulation alone. At last follow-up, logMAR BCVA was 0.16±0.06 (0.10-0.20) and CMT was 212±34 (154-252) μm. Compared with baseline, the difference of BCVA was statistically significant ( t=2.661, P=0.037). Conclusions:The fundus of PEVAC patients is characterized by solitary or multiple solitary hemangiomatous lesions in the macular fovea. Round lumenoid structures with strong reflective walls, with or without intraretinal cystic lumen, rigid exudate, and subretinal fluid, in which blood flow signals can be seen in OCT.
10.The progress on post-exposure prophylaxis of tetanus immunological preparation in adults
Juan DU ; Zhongsong ZHANG ; Xinyao LIAN ; Xuezeng WANG ; Mingzhu XIE ; Tianshuo ZHAO ; Qingbin LU ; Jiang WU
Chinese Journal of Preventive Medicine 2022;56(7):1004-1010
The tetanus has been eliminated in the pregnancy women and newborns in China. However, there is a gap for adult tetanus immunization, and the risk of tetanus infection cannot be ignored. In order to clearly understand the effect of the tetanus to human beings and the current use of tetanus immunological preparation for adult post-exposure prophylaxis, the incidence of the tetanus, the use status of tetanus immunological preparation and recommendations for post-exposure prophylaxis at home and abroad were reviewed and summarized, which may provide academic evidence for post-exposure prophylaxis procedures and use of tetanus immunological preparation.

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