1.Visualization analysis of research hotspots of artificial intelligence in field of spinal cord nerve injury and repair
Bin YANG ; Guangyi TAO ; Shun YANG ; Junjie XU ; Junqing HUANG
Chinese Journal of Tissue Engineering Research 2025;29(4):761-770
BACKGROUND:In recent years,artificial intelligence has gradually emerged and has been applied in various fields such as spinal cord nerve injury and repair,which has a positive impact on clinical treatment. OBJECTIVE:To study the application progress of artificial intelligence in the diagnosis,treatment,and rehabilitation of spinal cord nerve injury and repair,clarify the research hotspots and shortcomings in this field,and provide suggestions for future research work. METHODS:Relevant literature on artificial intelligence in the field of spinal cord nerve injury and repair was retrieved on the Web of Science core collection database until 2023.CiteSpace 6.1.R6 and VOSviewer 1.6.19 software was used to perform general literature analysis,co-citation of literature,co-citation of journals,double image overlay of journals,keyword clustering,and other visual analysis on the literature data. RESULTS AND CONCLUSION:(1)A total of 1 713 articles were selected,and the annual publication volume in this field showed a fluctuating upward trend,with the United States taking the lead,and Kadone and Hideki being the authors with the highest publication volume.ARCH PHYS MED REHAB was the journal with the highest number of citations.(2)Keyword co-occurrence and cluster analysis showed that after removing keywords similar to the search terms,the main keywords were divided into three main clusters:Exoskeleton and exercise rehabilitation(the largest core hotspot);machine learning and neural plasticity;robotics and rehabilitation training.(3)Keyword burst analysis showed that deep learning and artificial intelligence had become burst terms in the past five years.(4)The results of in-depth analysis of co cited and highly cited literature showed that the hotspots of artificial intelligence in the field of spinal cord nerve injury and repair were mainly focused on powered exoskeletons,gaits,electrical nerve stimulation,intracortical brain-computer interface(IBCI),robots,and polymer biomaterials,and neural stem cell.(5)The research on artificial intelligence in the field of spinal cord nerve injury and repair has shown an upward trend in recent years.The focus of this field had gradually shifted from single treatment methods such as exoskeletons and electrical stimulation to intelligent,precise,and personalized directions.(6)There were some limitations in this field,such as the consequences of missing or imbalanced data,low data accuracy and reproducibility,and ethical issues(such as privacy,research transparency,and clinical reliability).Future research should address the issue of data collection,requiring large sample,high-quality clinical datasets to establish effective artificial intelligence models.At the same time,the research on genomics and other mechanisms in this field is very weak.In the future,various machine learning technologies such as brain chips can be used,and gene editing therapy,single-cell spatial transcriptome and other methods can be used to study the basic mechanisms of regeneration-related gene upregulation and axon growth structural protein production.
2.Prospective Study on Tooth Loss and Risk of Esophageal Cancer Among Residents of A Natural Village in Wenfeng District, Anyang City, Henan Province
Jingjing WANG ; Ruihua XU ; Yanfang ZHANG ; Xueke ZHAO ; Qiang ZHANG ; Xin SONG ; Mengxia WEI ; Junfang GUO ; Xuena HAN ; Yaru FU ; Bei LI ; Junqing LIU ; Lingling LEI ; Min LIU ; Qide BAO ; Lidong WANG
Cancer Research on Prevention and Treatment 2025;52(7):548-553
Objective To investigate the relationship between tooth loss and the occurrence of esophageal cancer in a natural village in Wenfeng District, Anyang City, Henan Province. Methods A prospective cohort study was conducted to observe the occurrence of tooth loss and esophageal cancer among the asymptomatic residents of the natural village for 16 years from January 2008 to July 2024. Data were analyzed by chi-square test, binary logistic regression, and restricted cubic spline. Results Among the total population of 711 cases, 136 cases were lost to follow-up and 575 cases were included in the final statistics, including 45 cases with esophageal cancer. Significant statistical difference was found between esophageal cancer patients with and without tooth loss (P<0.05). Logistic regression analysis showed that tooth loss was associated with the occurrence of esophageal cancer (OR=3.977, 95%CI: 1.543-10.255). After the adjustment for confounders, tooth loss
3.Antibiotic resistance and molecular typing of Campylobacter spp. from diarrheal patients in Baoshan District of Shanghai, 2019‒2022
Na NIU ; Shiyong CUI ; Junqing SHEN ; Xu ZHANG ; Min JIN ; Xiaode TANG
Shanghai Journal of Preventive Medicine 2025;37(6):490-495
ObjectiveTo analyze the drug resistance and the molecular typing characteristics through pulsed field gel electrophoresis (PFGE) of Campylobacter spp. isolated from patients with infectious diarrhea in Baoshan District of Shanghai, and to provide a basis for Campylobacter spp. prevention and control and clinical medication. MethodsCampylobacter spp. was isolated, cultured and identified from stool samples of diarrheal patients collected from medical institutions at two monitoring sites in Baoshan District from 2019 to 2022. Antimicrobial susceptibility testing for 12 antibiotics was conducted on the isolated Campylobacter jejuni (C. jejuni) and Campylobacter. Coli (C. coli), and molecular typing was performed using PFGE. ResultsA total of 179 strains of Campylobacter spp. were isolated from 1 786 samples of diarrheal patients, with a positive rate of 10.02%. The highest resistance rate of C. jejuni was to ciprofloxacin (98.63%), followed by tetracycline (97.26%) and nalidixic acid (89.73%). C. coli was completely resistant to ciprofloxacin and nalidixic acid (100.00%), followed by tetracycline (90.91%). The multidrug resistance rates of C. jejuni and C. coli were 89.73% and 100.00%, respectively. 142 strains of C. jejuni produced 122 PFGE bands, while 33 strains of C. coli produced 33 PFGE bands, and the distribution of the bands was relatively dispersed. ConclusionFrom 2019 to 2022, the detection rate of Campylobacter in diarrheal patients was relatively high in Baoshan District of Shanghai, the multidrug resistance rate of Campylobacter isolates from diarrheal patients was relatively serious, in addition, the drug resistance pattern was complex, and the PFGE band pattern displayed a polymorphic distribution.
4.Research on the prediction of internet outpatient visits in public hospitals based on ARIMA and GM(1,1)model
Yanjie XU ; Liang XIN ; Junqing LIU ; Yan LI ; Shiyun LI ; Ruozhen WANG ; Honglei DONG
Modern Hospital 2024;24(1):14-19
Objective To understand the changing trend of Internet outpatient visits in public hospitals,and provide support for the development planning of Internet hospitals.Methods Using the data of Internet outpatient visits in a public hos-pital from January 2021 to June 2023,the ARIMA model and GM(1,1)model were constructed respectively.The mean absolute error(MAE)and root mean square error(RMSE)were used to evaluate the fitting effect,and the Internet outpatient visits from July to December 2023 were predicted based on the dominance model.Results ARIMA(1,2,1)model and GM(1,1)model were used to predict the number of return visits of Internet outpatient service.The average absolute errors were 369.86 and 978.84,and the root-mean-square errors were 479.49 and 1444.83,respectively.The ARIMA(0,1,0)model and GM(1,1)model were used to predict the number of Internet outpatient consultations.The average absolute errors were 297.23 and 369.62,and the root-mean-square errors were 413.61 and 496.30,respectively,indicating that the ARIMA model has a good prediction effect.The forecast results show that the predicted value of Internet outpatient visits in December 2023 is 14,831 cases,and the predicted value of consultation visits is 7461 cases.Conclusion The number of Internet outpatient visits in a public hospital will continue to rise from 2021 to 2023.Therefore,hospitals should fully realize the importance of Internet medical services,take ac-tive measures to continuously optimize the medical service model,and provide patients with high-quality,efficient and convenient Internet medical services.
5.Predictive analysis of internet-based oncology outpatient visits trend based on ARIMA and GM(1,1)models
Yanjie XU ; Liang XIN ; Junqing LIU ; Yan LI ; Shiyun LI ; Ruozhen WANG ; Henglei DONG
Modern Hospital 2024;24(2):275-279
Objective To investigate the changing trend of the current situation of Internet-based oncology outpatient treatment and provide support for the development and management of Internet hospitals.Methods The ARIMA and GM(1,1)models were constructed based on the Internet-based outpatient data of a cancer hospital from January 2021 to June 2023,and the fitting effect was evaluated by mean absolute error(MAE)and root mean square error(RMSE).Based on the model,the pro-portion of Internet-based outpatient visits and the offline outpatient visits were predicted from July to December 2023.Results ARIMA(1,1,2)and GM(1,1)models were used to predict the proportion of Internet-based outpatient visits.The average abso-lute errors were 2.06%and 2.41%,and the root-mean-square errors were 3.01%and 3.17%,respectively.The ARIMA(0,1,1)and GM(1,1)models were used to predict the proportion of Internet-based outpatient visits to the offline outpatient visits,with the rate of the average absolute errors of 0.58%and 1.08%,respectively,and the rate of the root mean square errors 0.75%and 1.31%,respectively.The figures indicated that the ARIMA model had a better prediction effect.The forecast results showed that the predicted value of Internet outpatient service in December 2023 was 90.35%,and the predicted value of Internet-based outpatient service accounted for 16.46%of the offline outpatient service.Conclusion In 2021-2023,the proportion of Inter-net-based outpatient visits in the cancer hospital showed a steady trend,and the proportion of Internet outpatient visits in the off-line outpatient visits showed a rising trend.Therefore,hospitals need to establish a continuous monitoring mechanism,constantly adjust management strategies and measures to meet the needs of patients and continue to promote the high-quality development of Internet-based medical services.
6.Rapid determination of six mushroom toxins in plasma by ultra performance liquid chromatography-mass spectrometry
Qi LI ; Junqing XU ; Jiaqing QIAN ; Lyu JI
China Modern Doctor 2024;62(19):8-12
Objective To establish a method for rapid determination of isovelleral,α-amanitin,β-amanitin,γ-amanitin,dihydroxy-phallotoxin and carboxy-dihydroxy-phallotoxin in plasma by ultra performance liquid chromatography-mass spectrometry.Methods Take plasma samples and add acetonitrile solution in a 1:3 ratio.The sample was vortex mixed for 1 min,then centrifugated at 10 000r/min and 4℃ for 3min.The supernatant was injected,while 0.03%ammonia water and acetonitrile were used as mobile phases for ultra high performance liquid phase separation.Multi reaction monitoring was carried out in the positive ion mode of electric spray.Results The separation and detection of isovelleral,α-amanitin,β-amanitin,γ-amanitin,dihydroxy-phallotoxin and carboxyl-dihydroxy-phallotoxin in plasma could be achieved within 4 min by one injection.The linear range of six mushroom toxins in plasma was 40-500μg/L,and the detection limits were 10.0μg/L 10.0μg/L,10.0μg/L,6.0μg/L,6.0μg/L and 6.0μg/L(S/N=3),respectively.The relative standard deviations were 0.60%-1.90%(n=11),and the recovery rates were 90.8%-127.0%.Conclusion This method realizes the rapid and simultaneous determination of 6 kinds of mushroom toxins in plasma,including isovelleral.The operation is simple and the result is accurate,which provides a technical platform for the rapid confirmation of mushroom toxins in poisoned patients.
7.Rapid determination of four herbicides in urine with ultra-high performance liquid chromatography-triple quadrupole tandem mass spectrometry
Qi LI ; Huihui LIU ; Lü ; JI ; Junqing XU
Journal of Preventive Medicine 2023;35(2):176-179
Objective:
To establish a ultra-high performance liquid chromatography-tandem triple quadrupole mass spectrometry method for rapid simultaneous determination of quinclorac, acetochlor, butachlor and metolachlor in urine.
Methods:
Urine samples were diluted 10 times, prepared into the mixed standard solution, and subjected to gradient elution on the ACQUITY UPLC BEH C18 column (100 mm×2.1 mm, 1.7 μm) with 0.1% formic acid and acetonitrile as the mobile phase. The quinclorac, acetochlor, metolachlor and butachlor levels were determined using electrospray ionization-positive ultra-high performance liquid chromatography-tandem triple quadrupole mass spectrometry with the multiple reaction monitoring mode.
Results:
Four herbicides were effectively separated on the ACQUITY UPLC BEH C18 column (100 mm× 2.1 mm, 1.7 μm), and good linear relationships were observed for quinclorac, acetochlor and butachlor at 1 to 25 μg/L and for metolachlor at 0.2 to 25 μg/L, with all linear correlation coefficients of >0.999. The detection limts of quinclorac, acetochlor, butachlor and metolachlor were 0.10, 0.10, 0.20 and 0.01 μg/L, respectively. The recovery rates of quinclorac, acetochlor and butachlor were 107.42%, 93.94% and 90.27% from urine samples at a spiked level of 5 µg/L, with relative standard deviations of 4.82%, 3.84% and 6.76%, and the recovery rate of metolachlor was 89.51% at a spiked level of 0.5 µg/L, with a relative standard deviation of 8.98%.
Conclusion
The chromatography and mass spectrometry conditions are optimized in this ultra-high performance liquid chromatography-tandem mass spectrometry, which is effective for rapid simultaneous determination of quinclorac, acetochlor, metolachlor and butachlor in urine samples.
8.Analysis of monitoring results of foodborne pathogens in Baoshan District, Shanghai, 2019‒2021
Na NIU ; Junqing SHEN ; Xu ZHANG ; Jianying MAO ; Ya GAO
Shanghai Journal of Preventive Medicine 2023;35(10):976-981
ObjectiveTo investigate the monitoring status and epidemiological characteristics of foodborne disease pathogens in Baoshan District, Shanghai so as to improve early detection and warning capabilities of foodborne diseases outbreaks, and to provide a scientific basis for the prevention and control of foodborne diseases. MethodsAnal swabs or fecal samples from food-borne diarrhea cases were collected from two sentinel surveillance medical institutions in Baoshan District of Shanghai during 2019 and 2021. Salmonella, diarrheagenic Escherichia coli, Shigella, Vibrio parahaemolyticus, campylobacter and norovirus were tested in anal swabs and fecal samples, and all the testing results were statistically analyzed. ResultsA total of 1 693 cases were reported, among which 1 693 anal swabs and fecal samples were collected, with a male-to-female ratio of 1.04∶1. The largest number of cases was from the age group of 45-64 years (504 cases). The highest number of reported cases was among retirees (762 cases). The high-incidence period of the diseases was in summer and autumn, with the highest number of cases associated with meat and meat products (566 cases). The primary location of exposure was at home (1 260 cases). The detection rate of pathogenic bacteria and virus was 21.32%, among which campylobacter accounted for the largest proportion (10.28%). The peak incidence rate was from May to September. The detection rate of norovirus was 13.29%, with a higher incidence in winter and spring. The predominant serotype of Salmonella was Salmonella enteritidis (41.82%), and the predominant local serotype of diarrheagenic Escherichia coli was EAEC (50.52%). Campylobacter was mainly represented by jejuni (81.61%), and the predominant type of norovirus was GⅡ (60.87%). ConclusionCampylobacter has the highest proportion among foodborne pathogens causing foodborne diseases in Baoshan District, followed by diarrheogenic Escherichia coli. And norovirus GⅡ type is the predominant virus. Appropriate prevention and control measures should be taken based on the characteristics of each pathogen's epidemiology.
9.Discussion on Conflict and Countermeasures of Beneficial and Non-maleficence Principles in Pediatric Nursing
Junqing CHEN ; Xian YE ; Hongzhen XU
Chinese Medical Ethics 2023;36(3):293-297
In pediatric nursing, the conflict between the principle of beneficial and non-maleficence is a major challenge for nurses. To systematically understand the current situation of the conflict in the nursing practice of pediatric nurses at home and abroad, this paper reviewed four clinical situations where conflict occurs frequently: end-of-life decision-making of critically ill children, physical restraint, the child abuse case report, and new pediatric clinical therapies, and analyzed the factors influencing the conflict of pediatric nurses in China, so as to provide reference for pediatric nurses to cope with the conflict between the principle of beneficial and non-maleficence.
10.Cost-effectiveness analysis of different screening modes for thalassemia in Hunan Province
Hui XI ; Qin LIU ; Donghua XIE ; Xu ZHOU ; Wanglan TANG ; Deguo TANG ; Chunyan ZENG ; Qiong WANG ; Xinghui NIE ; Jinping PENG ; Xiaoya GAO ; Hongliang WU ; Haoqing ZHANG ; Li QIU ; Zonghui FENG ; Shuyuan WANG ; Shuxiang ZHOU ; Jun HE ; Shihao ZHOU ; Faqun ZHOU ; Junqing ZHENG ; Hua WANG ; Junqun FANG ; Changbiao LIANG
Chinese Journal of Perinatal Medicine 2023;26(6):468-475
Objective:To analyze the costs and effectiveness of five common screening modes and genetic screening for thalassemia in China in order to find the optimal way and provide evidence for the implementation of thalassemia prevention and control projects in Hunan Province.Methods:From June 2020 to April 2021, 12 971 couples from 14 cities and autonomous prefectures in Hunan Province were selected as the study population. The diagnosis of thalassemia was based on the results of genetic testing. Results of routine blood test and hemoglobin electrophoresis were collected and analyzed. The efficacy of five screening modes, at the cut-off value of <80 fl or 82 fl for the mean corpuscular volume (MCV), was analyzed by positive predictive value, negative predictive value, Jorden index and cost-effectiveness ratio. Sensitivity analysis was used to assess the feasibility of genetic screening at different costs after fixing the costs of routine blood and hemoglobin electrophoresis. The five thalassemia screening models are as follows: Mode 1: The woman had a blood routine test first. If the result was positive, the spouse required a blood routine test. If both results were positive, a thalassemia gene test should be offered to the couple. Mode 2: Both husband and wife were screened by blood routine and hemoglobin electrophoresis. If one or both of them were positive, both would be tested for thalassemia gene. Mode 3: The couple received blood routine tests initially. If either was positive, both should receive hemoglobin electrophoresis testing. If either was positive, both parties will conduct thalassemia gene testing. Mode 4: The woman was screened by blood routine and hemoglobin electrophoresis. If any one of them was positive, the woman would be tested for thalassemia gene. If the gene test result was positive, the spouse should receive thalassemia gene. Mode 5: Both spouses conducted a blood routine test. If either was positive, both would conduct hemoglobin electrophoresis test. If both were positive, both spouses should receive thalassemia gene testing. Gene testing mode: The woman would be tested for thalassemia, and her spouse would have thalassemia test too if her result was positive.Results:When using MCV<80 fl as the cut-off for diagnosing thalassemia, the Youden indices of the five prenatal screening modes in Hunan Province were 0.551, 0.639, 0.898, 0.555 and 0.356, while when using MCV<82 fl as the cut-off, the Youden indices were 0.549, 0.629, 0.851, 0.548 and 0.356. When the MCV cut-off value was <80 fl, the missed diagnosis rates of the five screening modes were 44.44%, 0.00, 0.00, 18.52% and 62.96%, and the cost-effectiveness ratios were 21 709, 250 939, 76 870, 138 463 and 92 860 yuan (RMB)/couple, respectively. When the price of genetic testing was lower than 55 yuan (RMB), the cost-effectiveness ratio of genetic screening was lower than that of Mode 3.Conclusions:MCV<80 fl can be considered as the positive criteria in blood routine screening for thalassemia in Hunan Province, and the cost-effectiveness ratio of Mode 3 (the couple received blood routine tests initially. If either was positive, both should receive hemoglobin electrophoresis testing. If either was positive, both parties will conduct thalassemia gene testing) is the best. Genetic screening has certain advantages with the decreasing price.


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