1.Categorizing Tongue Patterns in Ulcerative Colitis Using Deep Learning Techniques
Yiheng TONG ; Yifan ZHAO ; Guoying YAN ; Gaibo HUANG ; Xieda SONG ; Jingyi HU ; Lei ZHU ; Hong SHEN
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(9):2646-2653
Objective To promote the objectification and intelligence of clinical TCM tongue diagnosis in ulcerative colitis(UC).Methods Daosheng DS01-B tongue and face diagnosis information collection system was used to prospectively collect tongue image pictures of patients with ulcerative colitis damp-heat in the large intestine syndrome(DCSR)and spleen deficiency dampness retention syndrome(PXSY),with totaling 1096 images.After UC tongue image segmentation,preprocessing,and data augmentation,a data set of UC tongue images was formed.Based on ResNet50,a UC tongue image classification model was constructed using feature fusion methods and attention modules.Results The UC tongue image classification model constructed had better classification performance,with an average F1 value of 85.09%,an AUC value of 0.83 for PXSY,and an AUC value of 0.81 for DCSR,both of which were higher than the VGG11 and ResNet50 models.Conclusion The constructed UC tongue image classification model can effectively identify DCSR and PXSY,providing a new approach to improve the accuracy and objectivity of UC differentiation and assisting in the intelligence of TCM tongue diagnosis.
2.Epidemiological investigation of a maternal Listeria monocytogenes ST2 infection case
XU Wei ; LIN Yun ; ZHU Guoying ; SONG Hejia ; JIA Juanjuan ; SUN Yangming
Journal of Preventive Medicine 2025;37(2):189-191
Abstract
On September 26, 2024, a municipal hospital in Jiaxing City reported a maternal case of Listeria monocytogenes infection. In order to clarify the source of infection, the Jiaxing Center for Disease Control and Prevention immediately conducted the epidemiological investigation, laboratory testing and related disposal work. The case presented with fever (37.9 ℃), gradually intensifying paroxysmal abdominal pain without obvious cause, and went to hospital on the day of onset. Due to fetal intrauterine distress, a male infant was delivered by cesarean section on the same day. The epidemiological investigation identified that the case usually consumed fruits, often store fruits such as watermelon and grapes in the refrigerator alongside raw meat, and the refrigerator had never been cleaned or disinfected, posing a risk of cross contamination. Laboratory tests on amniotic fluid sample from the pregnant woman, infant blood sample showed positive results for Listeria monocytogenes infection. One strain of Listeria monocytogenes was detected in a smear sample from the inner wall of the refrigerator, and all the strains were ST2 type. Consuming fruits contaminated with Listeria monocytogenes may be the main source of infection. Food safety education for pregnant women and their family members should be strengthened to reduce the risk of infection.
3.Categorizing Tongue Patterns in Ulcerative Colitis Using Deep Learning Techniques
Yiheng TONG ; Yifan ZHAO ; Guoying YAN ; Gaibo HUANG ; Xieda SONG ; Jingyi HU ; Lei ZHU ; Hong SHEN
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(9):2646-2653
Objective To promote the objectification and intelligence of clinical TCM tongue diagnosis in ulcerative colitis(UC).Methods Daosheng DS01-B tongue and face diagnosis information collection system was used to prospectively collect tongue image pictures of patients with ulcerative colitis damp-heat in the large intestine syndrome(DCSR)and spleen deficiency dampness retention syndrome(PXSY),with totaling 1096 images.After UC tongue image segmentation,preprocessing,and data augmentation,a data set of UC tongue images was formed.Based on ResNet50,a UC tongue image classification model was constructed using feature fusion methods and attention modules.Results The UC tongue image classification model constructed had better classification performance,with an average F1 value of 85.09%,an AUC value of 0.83 for PXSY,and an AUC value of 0.81 for DCSR,both of which were higher than the VGG11 and ResNet50 models.Conclusion The constructed UC tongue image classification model can effectively identify DCSR and PXSY,providing a new approach to improve the accuracy and objectivity of UC differentiation and assisting in the intelligence of TCM tongue diagnosis.
4.Advances in immunopathogenesis of Kawasaki disease
Weilan NA ; Hongmei SONG ; Guoying HUANG
International Journal of Pediatrics 2024;51(11):721-724
Kawasaki disease is an acute systemic vasculitis that predominantly affects children under the age of 5 years.While the etiology remains unclear,it is thought to be an abnormal immune response to one or more non-specific pathogens in genetically predisposed individuals.This condition arises from the interplay between genetic susceptibility,environmental factors,and immune system dynamics.The disease is characterized by significant immune system activation,involving complex interactions between innate and adaptive immunity.Although recent studies have identified the immune cell types implicated in the pathology of Kawasaki disease,the specific immunopathogenic mechanisms remain unknown.This review explores the research advancements on the immunological mechanisms related to Kawasaki disease from three perspectives(genetics,environment,and immunity),which may be helpful in identifying valuable predictive biomarkers and therapeutic targets,facilitating early identification,individualizing treatment,and improving prognosis.
5.Different methods in predicting mortality of pediatric intensive care units sepsis in Southwest China
Rong LIU ; Zhicai YU ; Changxue XIAO ; Shufang XIAO ; Juan HE ; Yan SHI ; Yuanyuan HUA ; Jimin ZHOU ; Guoying ZHANG ; Tao WANG ; Jianyu JIANG ; Daoxue XIONG ; Yan CHEN ; Hongbo XU ; Hong YUN ; Hui SUN ; Tingting PAN ; Rui WANG ; Shuangmei ZHU ; Dong HUANG ; Yujiang LIU ; Yuhang HU ; Xinrui REN ; Mingfang SHI ; Sizun SONG ; Jumei LUO ; Juan LIU ; Juan ZHANG ; Feng XU
Chinese Journal of Pediatrics 2024;62(3):204-210
Objective:To investigate the value of systemic inflammatory response syndrome (SIRS), pediatric sequential organ failure assessment (pSOFA) and pediatric critical illness score (PCIS) in predicting mortality of pediatric sepsis in pediatric intensive care units (PICU) from Southwest China.Methods:This was a prospective multicenter observational study. A total of 447 children with sepsis admitted to 12 PICU in Southwest China from April 2022 to March 2023 were enrolled. Based on the prognosis, the patients were divided into survival group and non-survival group. The physiological parameters of SIRS, pSOFA and PCIS were recorded and scored within 24 h after PICU admission. The general clinical data and some laboratory results were recorded. The area under the curve (AUC) of the receiver operating characteristic curve was used to compare the predictive value of SIRS, pSOFA and PCIS in mortality of pediatric sepsis.Results:Amongst 447 children with sepsis, 260 patients were male and 187 patients were female, aged 2.5 (0.8, 7.0) years, 405 patients were in the survival group and 42 patients were in the non-survival group. 418 patients (93.5%) met the criteria of SIRS, and 440 patients (98.4%) met the criteria of pSOFA≥2. There was no significant difference in the number of items meeting the SIRS criteria between the survival group and the non-survival group (3(2, 4) vs. 3(3, 4) points, Z=1.30, P=0.192). The pSOFA score of the non-survival group was significantly higher than that of the survival group (9(6, 12) vs. 4(3, 7) points, Z=6.56, P<0.001), and the PCIS score was significantly lower than that of the survival group (72(68, 81) vs. 82(76, 88) points, Z=5.90, P<0.001). The predictive value of pSOFA (AUC=0.82) and PCIS (AUC=0.78) for sepsis mortality was significantly higher than that of SIRS (AUC=0.56) ( Z=6.59, 4.23, both P<0.001). There was no significant difference between pSOFA and PCIS ( Z=1.35, P=0.176). Platelet count, procalcitonin, lactic acid, albumin, creatinine, total bilirubin, activated partial thromboplastin time, prothrombin time and international normalized ratio were all able to predict mortality of sepsis to a certain degree (AUC=0.64, 0.68, 0.80, 0.64, 0.68, 0.60, 0.77, 0.75, 0.76, all P<0.05). Conclusion:Compared with SIRS, both pSOFA and PCIS had better predictive value in the mortality of pediatric sepsis in PICU.
6.Effectiveness of a novelly modified disposable vacuum drainage bottle
Huiling LIANG ; Chunxi LIN ; Guoying LIAN ; Tingting ZHENG ; Wenxin SONG
Modern Clinical Nursing 2024;23(4):37-40
Objective The goal of this study was to carry out a trial of a novel disposable vacuum drainage bottle with speed drainage adjustment and a threaded catheter connector,as well as to further explore the effectiveness in drainage.Methods Twenty-seven patients who underwent continuous fluid drainage in the Coronary Care Unit(CCU)of our hospital between February and August 2023 were put on the trial.The patients were randomly assigned into a control group(12 cases,with 76 replacements of traditional vacuum drainage bottles over the catheterisation and an trial group(15 cases,with 83 replacements of the novelly modified disposable vacuum drainage bottle)by a simple random method.Patients in the control group had the drainage catheter connected to a traditional vacuum drainage bottle,while the patients in the trial group had drainage catheter connected to the novelly modified vacuum drainage bottle.The two groups were compared in terms of the number of bottle replacement,incidence of exudation/leakage/detachment,time for bottle replacement,cost of consumables for drainage,and satisfaction of patients and nurses.Results All patients completed the trial.The trial group exhibited a significantly lower incidence rate in exudation/leakage/detachment,shorter time for bottle replacement and lower cost of consumables for bottle replacement in comparison with those in the control group(all P<0.05).Moreover,both patients and nurses in the trial group reported significantly higher satisfaction with the modified disposable bottle than the bottle used in the control group(both P<0.001).Conclusions The novelly modified disposable vacuum drainage bottle overcomes the deficiencies of the traditional bottle,reduces the incidence of exudation/leakage/detachment over the drainage,cut down the cost of bottle replacement,and shorten the time for bottle replacement.The novel and modified disposable vacuum drainage bottle has received great appreciations from the patients and nursing staff.
7.Expression and clinical significance of NDRG3 and SEMA3A in elderly patients with acute ischemic stroke
Ningning LI ; Yang YU ; Xinxing XIAO ; Xinyuan SHANG ; Xianyue MENG ; Guoying LI ; Hao SONG
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2023;25(10):1065-1069
Objective To analyze the expression levels and clinical significance of N-myc down-stream-regulated gene 3(NDRG3)and semaphoring 3A(SEMA3A)in elderly patients with acute ischemic stroke(AIS).Methods A total of 100 elderly AIS patients admitted to Department of Geriatrics of Liaocheng People's Hospital from September 2020 to September 2022 were included as the study group.According to their NIHSS score at admission,they were divided into mild(34 cases),moderate(31 cases)and severe(35 cases)subgroups.All patients were followed up for 3 months after discharge.And they were assigned into good prognosis group(69 cases)and poor prognosis group(31 cases)based on the modified Rankin scale score.Another 100 healthy individ-uals who underwent physical examination in our hospital during the same period were recruited as the control group.Western blotting was used to detect the protein expression of NDRG3 and SEMA3A in peripheral blood mononuclear cells(PBMC).ELISA was applied to measure the con-tents of VEGF,TGF-1,TNF-α,and IL-17 in peripheral blood samples.Spearman rank correlation analysis was performed to analyze the correlation of NDRG3 and SEMA3A levels with NIHSS score,and ROC curve was plotted to analyze the values of NDRG3 and SEMA3A in predicting poor prognosis in elderly AIS patients.Results The expression levels of NDRG3 and SEMA3A in PBMC were obviously higher in the study group than the control group(1.11±0.16 vs 0.76± 0.13,0.78±0.13 vs 0.42±0.09,P<0.01).The levels in the mild,moderate and severe subgroups were significantly higher than that of the control group(P<0.01).The poor prognosis group had statistically higher expression levels of NDRG3 and SEMA3A than the good prognosis group(P<0.01).Spearman rank correlation analysis showed that the NIHSS score was positively corre-lated with the expression levels of NDRG3 and SEMA3A in elderly AIS patients(r=0.597,P<0.01;r=0.618,P<0.01),while the NDRG3 level was positively correlated with that of SEMA3 A(r=0.477,P<0.01).ROC curve analysis indicated that the AUC value of combined NDRG3 and SEMA3A levels was superior to that of NDRG3 and SEMA3A alone in predicting of poor progno-sis(0.962 vs 0.861,0.880,P<0.01).Conclusion The levels of NDRG3 and SEMA3A proteins are up-regulated in elderly AIS patients,and are closely associated with the severity and prognosis of the disease.
8.Whole-genome sequencing of SARS-CoV-2 Gamma variant first discovered in Chinese mainland
Jinbo ZHANG ; Xiang LI ; Guoying ZHANG ; Chunping WANG ; Zongyan SUI ; Yu SONG ; Yuwei ZHANG
Chinese Journal of Microbiology and Immunology 2022;42(11):845-850
Objective:To investigate the whole genome of SARS-CoV-2 causing COVID-19 in Rongcheng city of Shandong Province in May 2022 and to further analyze the nucleotide and amino acid variations for source tracing.Methods:High-throughput sequencing was used to sequence the SARS-CoV-2 genome in 15 nasopharyngeal swab samples from COVID-19 cluster infections and three environmental samples related to an aquatic product import company. Whole-genome sequence splicing, variant site analysis and sequence typing were performed on the raw sequencing data using virus sequence and variant analysis software. A phylogenetic tree was constructed by evolutionary analysis software. Epidemiological investigation was used to trace the potential source of infection.Results:Thirteen whole genome sequences of SARS-CoV-2 with the length ranging from 29 653 bp to 29 780 bp were successfully obtained from the nasopharyngeal swab samples. The average sequencing depth was 1 756-6 565 X and the genome coverage was 99.20%-99.63%. The results of Pangolin typing showed that the 13 genomes belonged to the VOC/Gamma (P.1.15) evolutionary branch. Compared with the Wuhan reference strain (NC_045512.2), the 13 genome sequences had 40-41 nucleotide mutation sites. There were 23-24 amino acid variation sites in seven protein domains (ORF1a, ORF1b, S, ORF3a, ORF8, ORF9b and N proteins). Evolutionary analysis showed that the viral sequence was grouped to the same subclade as the reference strain from Argentina (EPI_ISL_4082233).Conclusions:In this study, the whole genome sequences of 13 Gamma variant strains were obtained from COVID-19 cluster infections associated with imported cold-chain aquatic products in Rongcheng city, and the imported seafood from South America in 2021 was found to be the source of the virus in a timely manner. This study provided reference for the SARS-CoV-2 variant analysis and case tracing and also suggested that the survival and transmission ability of SARS-CoV-2 on the surface of cold-chain products should not be underestimated and needed further investigation.
9.China’s contribution to scientific publications in four leading general medical journals between 2009 and 2018
Rui GUO ; Xin CHEN ; Yuan ZHANG ; Guoying SONG ; Xuesong LIU ; Yang ZHOU ; Xinshi CHEN
Chinese Journal of Medical Science Research Management 2020;33(2):126-131
Objective:To explore the frequencies, citations and distribution characteristics of publications published by Chinese scholars in four leading general medical journals in last decade.Methods:The Thomson-Reuter’s Web of Science (WoS) database was searched to retrieve publications published by Chinese scholars in NEJM, Lancet, JAMA and BMJ, and document type was set to Article, Editorial Material, Review and Letter between 2009 and 2018. The frequencies and characteristics of total and first author publications were analyzed. Results:A total number of 1 357 publications were identified, among which first author publications accounted for 62.64% (850/1 357). Overall trends presented fluctuating growth from 72 publications in 2009 to 97 in 2018. Among these 850 publications, there were 131 Articles (15.4%), 210 Editorial Materials (24.7%), 22 Reviews (2.6%) and 487 Letters (57.3%). The three most productive regions included Beijing (224), Hong Kong (133) and Shanghai (101). The three most productive institutions were the Chinese University of Hong Kong (64), Peking Union Medical College/Chinese Academy of Medical Sciences (54) and Peking University (50). In terms of publications supported by funds, the most common fund was National Natural Science Foundation of China, which accounted for 24.7% (44/178). China had a close cooperation with the USA, UK, Australia, Canada and Japan.Conclusions:Currently available study demonstrated that publications published by Chinese scholars in four leading general medical journals had a stable growth during last decade. However, the total amount of publications and Articles were still low. For future work, the frequency and strength should be potentiated on the research fund and cooperation.
10.Risk Factors for Plagiocephaly and Brachycephaly
Liang MA ; Rongzhi DONG ; Lianping PEI ; Baohong WANG ; Guoying SONG
Chinese Journal of Rehabilitation Theory and Practice 2015;21(3):326-329
Objective To investigate the factors related with plagiocephaly and brachycephaly. Methods 239 infants with plagiocephaly and brachycephaly were investigated, and analyzed with univariate analyses and multivariate Logistic regression analysis. Results The factors, such as gestational age birth (OR=0.636, P<0.001), birth weight (OR=0.095, P<0.001), time of hospitalization (OR=1.307, P<0.001), preterm birth (OR=2.649, P<0.001), stay in newborn intensive care unit (OR=4.456, P<0.001), change the position (OR=0.046, P<0.001), accepted early intervention guidance (OR=0.054, P<0.001), were significantly related with plagiocephaly and brachycephaly. Conclusion Preterm birth, low birth weight, and newborn complications are the risk factors for plagiocephaly and brachycephaly, while change the position and early intervention may prevent it.


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