1.Accuracy of large language models for answering pediatric preventive dentistry questions
GUAN Boyan ; XU Minghe ; ZHANG Huiqi ; MA Shulei ; ZHANG Shanshan ; ZHAO Junfeng
Journal of Prevention and Treatment for Stomatological Diseases 2025;33(4):313-319
		                        		
		                        			Objective:
		                        			To evaluate and compare the accuracy of responses to pediatric preventive dentistry-related questions between the domestic large language model, ChatGLM-6B, and the international large language model, ChatGPT-3.5, in order to provide insights for further research and development of domestic language models in the field of oral medicine.
		                        		
		                        			Methods:
		                        			A total of 100 common pediatric preventive dentistry questions of varying difficulty levels [basic (n = 35), intermediate (n = 35), and advanced (n = 30) ] were provided by pediatric preventive dentistry experts. Two doctors independently registered these questions with ChatGPT-3.5 and ChatGLM-6B and collected the answers. A cohort of 16 dentists assessed responses generated by ChatGLM-6B and ChatGPT-3.5 using a predefined 3-point Likert scale. The average score of the ratings from 16 doctors was taken as the answer score. If the answer score was higher than 2.8, it was accepted as a accurate answer; if the score was lower than 1.4, it was accepted as an inaccurate answer; if the score was between 1.4 and 2.8, it was accepted as a partially accurate answer. Comparative analysis was conducted on the accuracy rates and evaluation outcomes between the two groups. Consistency analysis of the ratings was conducted
		                        		
		                        			Results:
		                        			The answer accuracy rates of ChatGPT-3.5 and ChatGLM-6B for 100 pediatric preventive dentistry questions were comparable: ChatGPT-3.5 demonstrated 68% accurate, 30% partially accurate, and 2% inaccurate responses, while ChatGLM-6B showed 67% accurate, 31% partially accurate, and 2% inaccurate responses, with no statistically significant differences (P>0.05). Both models exhibited equivalent accuracy across questions of varying difficulty levels (basic, intermediate, advanced), showing no statistical differences (P>0.05). The overall average scores for ChatGPT3.5 and ChatGLM-6B in answering all questions were both 2.65, with no statistically significant difference (P>0.05). For questions of different difficulty levels, ChatGPT3.5 had an average score of 2.66 for basic questions while ChatGLM-6B had an average score of 2.70. For intermediate questions, ChatGPT3.5 had an average score of 2.63 and ChatGLM-6B had an average score of 2.64. For advanced questions, ChatGPT3.5 had an average score of 2.68, and ChatGLM-6B had an average score of 2.61. No statistically significant differences were observed across any difficulty category (P>0.05). The consistency of the experts’ grading ranged from fair to moderate.
		                        		
		                        			Conclusion
		                        			This study demonstrates the potential of both ChatGLM-6B and ChatGPT-3.5 in answering pediatric preventive dentistry questions. ChatGLM-6B performed similarly to ChatGPT-3.5 in this field, but the accuracy rates of both models fell short of expectations and are not suitable for clinical use. Future efforts should focus on improving the accuracy and consistency of large language models in providing medical information, as well as developing specialized medical models for the field of oral medicine.
		                        		
		                        		
		                        		
		                        	
2.Research progress of microplastics in the field of obesity
Shulei ZHANG ; Ruiji CUI ; Lingjun YAN ; Wei SUN ; Yinglong BAI
The Journal of Practical Medicine 2024;40(14):1908-1914
		                        		
		                        			
		                        			Overweight and obesity have emerged as a significant public health concern globally.While factors such as genetics,diet,and physical activity are insufficient to fully account for the rise in overweight and obesity,recent studies have indicated a link between environmental pollutants and the development of obesity.Microplastics,a novel type of environmental pollutant,are pervasive in various environmental media and daily life,entering organisms through multiple pathways including the digestive tract,respiratory tract,skin,among others.Evidence from studies has revealed the presence of microplastics in human tissues,organs,and biological samples,suggesting potential health risks to humans.This review outlines the pathways and distribution of microplastics within the human body while summarizing current research progress in relation to obesity.This article aims to raise awareness within society regarding the detrimental effects of microplastics and provide a theoretical foundation for medical professionals addressing public health issues.
		                        		
		                        		
		                        		
		                        	
3.Bibliometric analysis of diabetic retinopathy therapy based on Web of Science database
Shulei MAN ; Yifan ZHANG ; Hanyue XU ; Qing CHEN ; Ming ZHANG
Chinese Journal of Ocular Fundus Diseases 2023;39(3):238-248
		                        		
		                        			
		                        			Objective:To analyze the trend, hotspots and frontiers of diabetic retinopathy (DR) therapy by bibliometric method.Methods:Data were taken from the Web of Science website of Science Citation Index. Articles from 2017 to 2021, which were related to the therapy of diabetic retinopathy (DR), were included. The bibliometric analysis softwares, VOSviewer and CiteSpace were used to generate and analyze visual representations of the complex data input, including high-frequency keywords, keywords with the strongest citation bursts and co-occurrence networks of keywords.Results:A total of 3,845 articles were included. The amounts of papers published from 2017 to 2021 is 633, 651, 708, 893, and 960 respectively, increasing over years. Chinese scholars published the most articles, followed by the United States. The number of articles funded by the National Natural Science Foundation of China ranks third. There were 47 high-frequency keywords clustered into DR treatment, pathogenesis of DR, diagnosis of DR, Oxidative stress, diabetic macular edema (DME), type 2 diabetes, optical coherence tomography and deep learning. Those keywords were research hotspots and new keywords were constantly emerging. Among the top 11 burst words, the burst values of "intravitreal bevacizumab", "vascular endothelial growth factor (VEGF)", "choroidal neovascularization", "inhibition", and "receptors" were all over 10. Highly cited references showed a significant clustering tendency, which were treatment of DME, review of DR, clinical research of anti-VEGF drug therapy.Conclusions:The amount of paper related to DR therapy is on the rise; the specific treatment methods for the pathogenesis of DR are constantly research hotspots. In addition, formulating treatment strategies to reduce macular edema and other complications of diabetes, applying optical coherence tomography, deep learning and other technologies to improve the efficiency of DR diagnosis and treatment, improve targeted drug delivery systems, and finding new target points were research frontiers.
		                        		
		                        		
		                        		
		                        	
4.Clinical study of lupus nephritis complicated with renal thrombotic microangiopathy
Jingjing REN ; Bo HUANG ; Xutong WANG ; Minhua XIE ; Yuze ZHU ; Haonan GUO ; Shulei WANG ; Peiheng WANG ; Yiming LIU ; Yingchun LIU ; Junjun ZHANG
Chinese Journal of Nephrology 2022;38(6):511-519
		                        		
		                        			
		                        			Objective:To study the clinicopathological characteristics, treatment and prognosis in lupus nephritis (LN) patients with renal thrombotic microangiopathy (TMA), so as to provide more theoretical basis for clinicians to recognize and treat this disease.Methods:The clinical data of LN patients who underwent renal biopsy in the First Affiliated Hospital of Zhengzhou University from January 1, 2012 to May 31, 2019 were retrospectively collected and analyzed. According to renal clinicopathological examination, the patients were divided into renal TMA group and non-renal TMA group. The clinical data, laboratory examination, renal pathological examination, therapeutic measures and prognostic between the two groups were compared. Follow-up end points were defined as composite ends, including all-cause death, entry into end-stage renal disease, and estimated glomerular filtration rate decrease>50% of baseline. Kaplan-Meier survival curve and log-rank test were used to compare the difference of survival rate between the two groups, and multivariate Cox regression equation was used to analyze the risk factors of endpoint events in LN patients.Results:A total of 1 133 patients with LN were enrolled in this study. Patients with renal TMA were more likely to have hypertension ( χ2=16.310, P<0.001), higher baseline serum creatinine ( Z=-6.918, P<0.001) and 24-hour urine protein ( Z=-2.232, P=0.026), and higher renal pathology activity index (AI) score ( Z=1.957, P=0.001)and chronic index (CI) score ( Z=1.836, P=0.002). The proportions of hormone shock ( P<0.001) and plasma exchange ( P<0.001) in the renal TMA group were higher than those in non-renal TMA group. After treatment of (12±2) months, patients in the renal TMA group had a lower complete response rate ( χ2=10.455, P=0.001) and a higher non-response rate ( χ2=6.047, P=0.014) than those in non-renal TMA group, and were associated with worse prognosis (Log-rank test χ2=26.490, P<0.001). Renal TMA was an independent risk factor for poor prognosis ( HR=2.347, 95% CI 1.210-4.553, P=0.012). Conclusions:Compared with LN patients without renal TMA, LN patients with renal TMA are more likely to have hypertension, with higher serum creatinine, 24-hour urinary protein, AI and CI, suggesting poorer treatment response and renal prognosis. Moreover, renal TMA is an independent risk factor for poor prognosis in patients with LN.
		                        		
		                        		
		                        		
		                        	
5.Exploration and practice of patient satisfaction evaluation management in multi-campus public hospitals
Weiqi ZHANG ; Rong ZHAO ; Haoning WANG ; Songxuan YU ; Jiayu MO ; Xiaorong WU ; Yang WEN ; Shulei FAN ; Yanli SHEN ; Huiyun YUAN
Chinese Journal of Hospital Administration 2022;38(4):280-284
		                        		
		                        			
		                        			Patient satisfaction is one of the core indicators to measure the service quality of medical institutions. To this end, a multi-campus public hospital in Shanghai constructed a management system of patient satisfaction evaluation. Since 2021, its call center has conducted a full coverage satisfaction assessment for discharged patients from its three campuses and collected dissatisfaction information feedback. The hospital organized relevant clinical departments and functional departments to fully communicate with the dissatisfied patients according to the feedback information, followed by a joint rectification. The hospital regularly conducts in-depth analysis of all complaints for timely discovery of common problems in different campuses for continuous improvement. This practice can provide reference for multi-campus hospitals to promote homogeneous management, to improve management efficiency, service quality and patient satisfaction.
		                        		
		                        		
		                        		
		                        	
6.Quantitative evaluation of apparent diffusion coefficient and renal volume on fetal renal development and renal disease
Chang'an CHEN ; Yingfang WANG ; Shulei CAI ; Lei LING ; He ZHANG ; Ming ZHU ; Guofu ZHANG
Chinese Journal of Perinatal Medicine 2022;25(4):256-262
		                        		
		                        			
		                        			Objective:To explore the value of apparent diffusion coefficient (ADC) and renal volume in assessing fetal kidney development and disease.Methods:From January 2016 to October 2020, 84 fetuses with congenital anomalies of the kidney and urinary tract (CAKUT) were identified with MRI (CAKUT group), and 97 fetuses with no significant abnormalities on MRI or postnatal follow-up (control group) from the Obstetrics and Gynecology Hospital of Fudan University were enrolled and analyzed retrospectively. ADC value and renal volume were measured to compare the two groups, and the relationship was analyzed between these two parameters in the control group with gestational age, location (left or right kidney), and fetal gender. Two independent or paired sample t-tests, and linear correlation analyses, were adopted for the statistical analysis. Results:(1) There were 84 pregnant women in the CAKUT group, including a twin pregnancy, with an average age of (29±4) years old, ranging from 21 to 39 years old. The gestational age at MRI was (26±4) weeks with a range of 21-34 weeks. Of the 85 fetuses, 52 were male (61.2%), and 33 were female (38.8%). The polycystic dysplastic kidney was found in 32 cases (37.6%), hydronephrosis in 29 cases (34.1%), and an isolated kidney in 24 cases (28.2%). There were 97 singleton pregnancies in the control group, including 45 (46.4%) male and 52 (53.6%) female fetuses. The average maternal age was (30±5) years old, with a range of 19-41 years old, and the gestational week at MRI was (27±4) weeks, with a range of 21-34 weeks. (2) In the control group, the mean ADC value and renal volume were (1.255±0.112)×10 -3 mm2/s and (4 747±2 479) mm 3, which were negatively ( R 2=0.30, P<0.01) and positively correlated ( R 2=0.80, P<0.01) with the gestational age, respectively. There was no significant difference between ADC value and renal volume between different fetal gender in the control group. (3) The ADC value and the renal volume of fetuses with polycystic dysplastic kidney [(1.720±0.200) ×10 -3 mm2/s and (8 154±8 337) mm 3] were higher than those in the control group ( t=-13.11 and-3.08, P<0.001 and P=0.004). Compared with the control group, ADC of fetuses with hydronephrosis [(1.333±0.171) ×10 -3 mm2/s] was higher ( t=-3.90, P<0.001); and the renal volume [(7 201±4 460) mm 3] was larger but without statistical significance. The fetuses with an isolated kidney had an increasing trend in renal volume [(5 239±4 244) mm 3] and a decreasing trend in the ADC value [(1.239±0.125) ×10 -3 mm2/s] when compared with the normal fetuses, but neither difference was significant. Conclusions:In normal fetuses, the ADC value decreases, and the renal volume increases with the gestational age. Fetuses with CAKUT may have a larger kidney than normal.
		                        		
		                        		
		                        		
		                        	
7.Analysis of gene characteristics and therapeutic effect of cblC type methylmalonic acidemia with hydrocephalus
Yu LI ; Hongwu ZHANG ; Yangxu GAO ; Hui LI ; Haibo YANG ; Lixue SHEN ; Shulei WANG ; Hongxin YAO
Chinese Journal of Applied Clinical Pediatrics 2021;36(8):593-596
		                        		
		                        			
		                        			Objective:The clinical manifestations, types of gene mutations, therapeutic effects and prognostic characteristics of 15 children with cblC type methylmalonic acidemia (MMA) and hydrocephalus were analyzed to improve the clinical understanding of the disease, so as to provide a basis for the treatment of the disease.Methods:From April 2015 to January 2019, 15 patients with MMA and hydrocephalus in Department of Pediatric Surgery, Peking University First Hospital were enrolled, and all gene detection showed clbC type.All the 15 patients underwent ventriculoperitoneal shunt.After surgery, the clinical manifestations and imaging findings were applied as the basis to adjust the pressure of the diverter valve appropriately.Clinical data and gene mutation characteristics of 15 children with cblC type and hydrocephalus were retrospectively analyzed, and the therapeutic effects and prognosis were summarized and analyzed as well.Results:There were 8 males (53.3%) and 7 females (46.7%), aged from 2 to 33 months.All the cases were followed up from 11 to 55 months, without death case and serious postoperative complications of hydroce-phalus.The head circumference of 3 cases (20.0%) was in the normal range, 1 case (6.7%) was greater than the normal range, and 11 cases (73.3%) were less than the normal range.Four patients (26.7%) were transferred to the pediatric intensive care unit after surgery.c.609G>A mutation was the most common in this study, with 7 cases (46.7%) of c. 609G>A homozygous mutation, and 5 cases (33.3%) of c. 609G>A heterozygous mutation.Clinical symptoms of intracranial hypertension were relieved or disappeared.The head circumference progressive enlargement was stopped.The anterior fontanelle tension greatly decreased, all " setting-sun" sign of eyes disappeared, and vision loss and hearing loss were better compared with the pre-operation.Four cases (26.7%) displayed normal intelligence and exercise, and 11 cases (73.3%) were left with mild to severe psychomotor retardation.During the follow-up pe-riod, the head CT showed that the ventricle was remarkably narrowed, and interstitial brain edema obviously improved.Conclusions:Ventriculoperitoneal shunt in the treatment of cblC type MMA with hydrocephalus has positive effects.The head circumference of most cblC type MMA with hydrocephalus is less than the normal range.c.609 G>A is the most common mutation in cblC type MMA with hydrocephalus.Perioperative " metabolic crisis" can result in serious complications.
		                        		
		                        		
		                        		
		                        	
8.Pregnancy outcome of fetal tethered cord diagnosed by MRI: analysis of 38 cases
Jue WANG ; Shulei CAI ; Zhongpeng FU ; Chengqiu LU ; Xirong XIAO ; Shouxin GU ; Guofu ZHANG ; He ZHANG
Chinese Journal of Perinatal Medicine 2021;24(3):214-219
		                        		
		                        			
		                        			Objective:To evaluate the pregnancy outcomes of fetal tethered cord (TC) prenatally diagnosed by MRI.Methods:Clinical data of 38 fetuses diagnosed as having TC by MRI, including 36 singletons and two fetuses who were both one of dichorionic diamniotic twins, were retrospectively collected and analyzed in the Obstetrics and Gynecology Hospital of Fudan University from January 2015 to August 2019. According to whether conus medullaris was located above the bladder or reached the lower edge of the bladder, all cases were divided into high or low groups. Pregnancy outcomes were compared between the two groups using Fisher's exact test and Student's t-test. Results:(1) The gestational age at MRI was (25.5±4.7) weeks. Among the 38 cases, 14 (36.8%) were isolated TC, 24 (63.2%) were complicated by other anomalies. The meningocele was responsible for the most (39.5%, n=15). The results of the ultrasound were consistent with those of MRI in 24 cases (63.2%). While in the other 14 cases (36.8%), the ultrasound only showed vertebral body's abnormal morphology, after which further MRI examination revealed a tethered cord. (2) Twenty-nine women (76.3%) chose to terminate the pregnancy. One patient (2.6%) underwent fetal reduction at 23 gestational weeks (one normal twin was delivered prematurely), and one (2.6%) was lost to follow-up. Seven (18.4%) cases continued the pregnancies to delivery. The postnatal follow-up period was 8.1 months (4.0 to 54.9 months). Two infants without comorbidities showed normal growth and development. Another three cases underwent surgeries after birth, and two cases died in the neonatal period. (3) The average width of the medullary cone was (2.5±0.8) cm. There was no significant difference in the spinal cord width between the high [(2.5±0.8) cm, n=34] and low group [(2.7±1.1) cm, n=4]. Six pregnancies (17.6%) in the high group was continued to delivery, and one of the neonates died of severe hydrocephalus. One patient in the low group (1/4) was delivered, while the baby died of neonatal asphyxia. Conclusions:Fetuses with isolated TC are prone to have a good prognosis. Further study should focus on the relation between the high or low position of the conus medullaris and pregnancy outcomes.
		                        		
		                        		
		                        		
		                        	
9.The role of first-aid network construction in the early treatment of patients with critically severe hydrofluoric acid burns
Yuanhai ZHANG ; Pengfei TIAN ; Wei ZHANG ; Chunjiang YE ; Shulei MAO ; Chunmao HAN ; Jianfen ZHANG ; Xingang WANG
Chinese Journal of Burns 2021;37(10):921-928
		                        		
		                        			
		                        			Objective:To explore the role of first-aid network construction in the early treatment of patients with critically severe hydrofluoric acid burns.Methods:Twenty-seven fluorine chemical enterprises distributed in Zhejiang province, Jiangxi Province, Fujian Province, and Inner Mongolia Autonomous Region and 22 hospitals with burn/plastic department or professional burn treatment group in Zhejiang province, including Zhejiang Quhua Hospital, and 5 hospitals outside Zhejiang province were involved in the first-aid network construction as member units. As the main unit, Zhejiang Quhua Hospital was responsible for the daily maintenance and technical guidance of the first-aid network. Zhejiang Quhua Hospital was assigned as the designated emergency hospital for 20 fluorine chemical enterprises, a near emergency hospital to the other 7 fluorine chemical enterprises was assigned as the designated hospital for them. Medical records of 56 patients (all males) with critically severe hydrofluoric acid burns who admitted to 5 first-aid network hospitals from January 2006 to June 2021, meeting the inclusion criteria, were involved in the retrospective cohort study. Based on whether the enterprise belonging to the first-aid network construction or not, the patients were divided into first-aid network group (27 cases, aged (41±9) years) and non first-aid network group (29 cases, aged (42±10) years). After the patients in the first-aid network group were injured, the enterprises and hospitals linked up immediately. The hospital where the patient was treated mobilize the treatment force, equipment, materials, and drugs in advance by the first-aid network, thereby realizing seamless joint between pre-hospital first-aid and in-hospital treatment. The hospital started the first-aid process and temporarily mobilized the rescue forces, equipment, materials, and drug after patients in non first-aid network group arrived at the department of emergency of the hospital. The time from injury to medical service, the first detection time of serum calcium, the time staying in department of emergency, the duration of hypocalcemia and hypomagnesemia, and the treatment outcome of patients in the two groups were recorded. Data were statistically analyzed with chi-square test, Fisher's exact probability test, independent-sample t test, and Wilcoxon rank-sum test. Results:The time from injury to medical service, the first detection time of serum calcium, and the time staying in department of emergency of patients in first-aid network group were 40.0 (30.0, 55.0), 23.0 (17.5, 37.5), and 42.0 (37.0, 53.0) min, which were significantly shorter than 180.0 (120.0, 240.0), 31.0 (22.5, 47.5), 61.0 (52.0, 65.5) min in non first-aid network group ( Z=-6.17, -1.98, -4.15, P<0.05 or P<0.01). The duration of hypocalcemia and hypo- magnesemia of patients in first-aid network group were 1.2 (1.1, 1.6) and 1.9 (1.7, 2.1) h, which were significantly shorter than 4.6 (3.1, 6.2) and 3.2 (2.5, 4.6) h in non first-aid network group ( Z=-5.80, -4.81, P<0.01). Three patients (11.1%) in first-aid network group died, among whom 2 patients died at 40 min after injury and 1 patient died 9.0 h after injury. Four patients (13.8%) died in non first-aid network group at 3.0, 3.0, 4.5, and 7.0 h after injury, respectively. The mortality rates of patients in the two groups were similar ( P>0.05). Conclusions:Critically severe hydrofluoric acid burn is an extremely urgent situation encountered in clinical practice. The construction of a first-aid network creates condition for on-site treatment of patients and improves the first-aid efficiency, thereby gaining time to save lives.
		                        		
		                        		
		                        		
		                        	
10.Prenatal MRI diagnosis and postnatal outcomes of fetal intracranial hemorrhage: analysis of 49 cases
Shulei CAI ; Guofu ZHANG ; Xiaoliang MA ; Qing ZHOU ; Yimeng HE ; Qianyu GU ; Xirong XIAO ; He ZHANG
Chinese Journal of Perinatal Medicine 2020;23(11):742-749
		                        		
		                        			
		                        			Objective:To investigate the prenatal MRI diagnosis of fetal intracranial hemorrhage (ICH) and the pregnancy outcomes.Methods:This retrospective study included 49 cases of fetal ICH diagnosed by MRI in Obstetrics and Gynecology Hospital of Fudan University from July 2011 to November 2019. Two experts with more than five years of experience in obstetric radiology determined the location, number, area, stage and grade of the hemorrhage based on the MRI findings. Maternal age, gestational age at MRI, and the site, number, stage and grade of hemorrhage as well as other intracranial and extracranial abnormalities of the fetuses were compared between women with fetal germinal matrix-intraventricular hemorrhage (GM-IVH; GM-IVH group, n=39) and those without (non-GM-IVH group, n=10). MRI and ultrasound examination results of 37 cases who had MRI within three days after the ultrasound examination were compared. Postnatal and follow-up outcomes were summarized. Statistical analysis was performed using the independent sample t-test, Mann-Whitney U test and Chi-square test. Results:There was no significant difference in the maternal age, gestational age at MRI, or the site, number or stage of hemorrhage between the GM-IVH group and non-GM-IVH group (all P>0.05). The incidence of ventriculomegaly was higher in the GM-IVH group than that in the non-GM-IVH group [87% (34/39) vs 0/10, t=24.522, P<0.001]. There were 51% (19/37) of the lesions that were missed by ultrasound found by MRI, including GM-IVH in 17 cases, right cerebellar hemisphere hemorrhage in one case and corpus callosum hemorrhage in one case. Among the 49 cases, seven were lost to follow-up, 29 terminated the pregnancy (six in non-GM-IVH group and 23 in GM-IVH group), two experienced intrauterine fetal death in late pregnancy and 11 gave live birth. Ten live births had GM-IVH, among them a relatively good prognosis was noted in fetuses with grade Ⅰ (two cases), grade Ⅱ (four cases), and grade Ⅲ (three cases) GM-IVH, while one case with grade Ⅳ GM-IVH had mental retardation at eight years old; one non-GM-IVH infant had hearing loss at birth and a cochlear was implanted with no other anomalies reported during a three-year follow-up. Conclusions:MRI can provide a more direct view of the location and grade of fetal ICH and is more accurate than prenatal ultrasound in diagnosing fetal ICH, which is a beneficial supplement to ultrasound. The prognosis of cases with grade Ⅳ GM-IVH is not good.
		                        		
		                        		
		                        		
		                        	
            

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