1.Isolation and Identification of Staphylococcus xylosus in Nude Mice with Squamous Skin Scurfs
Zhihao KONG ; Xiaofeng WEI ; Lingzhi YU ; Liping FENG ; Qi ZHU ; Guojun SHI ; Chen WANG
Laboratory Animal and Comparative Medicine 2025;45(3):368-375
Objective To isolate pathogenic bacteria from the skin of a nude mouse exhibiting squamous skin scurfs, and perform bacterial identification, traceability analysis, and pathogenicity studies to provide a new approach for the diagnosis of pathogens in nude mice with squamous skin scurfs. MethodsSkin swab samples were collected from a nude mouse exhibiting squamous skin scurfs for nucleic acid testing, bacterial isolation and culture, biochemical identification, 16S rDNA gene amplification and sequencing, and whole genome sequencing to construct a phylogenetic tree. Fifteen BALB/c nude mice were randomized into a saline-treated control group, a high-concentration group treated with 1.8×10⁸ CFU/mL of the isolated bacterial suspension, and a low-concentration group treated with 1.8×10⁷ CFU/mL of the isolated bacterial suspension. Pathogenicity was assessed by animal infection experiments and observation of histopathological changes in skin tissue using HE staining. Results The nucleic acid test for Corynebacterium bovis was negative, excluding infection by this organism. The pathogen isolated on mannitol salt agar and blood agar, combined with Gram staining, suggested a Gram-positive Staphylococcus species. The isolated strain was identified by 16S rDNA sequencing and a fully automated microbial identification system as Staphylococcus xylosus. Phylogenetic tree analysis based on whole genome sequencing showed that the strain was most closely related to an isolate from leafy vegetables in South Korea (GenBank GCA_00207825.1). In the high-concentration group, squamous skin scurfs appeared on the head, neck, and back of nude mice on the 17th day post-infection, while in the low concentration group, similar symptoms appeared on the 20th day post-infection and gradually spread to other areas. The scaling symptoms were transient, lasting for 7 days in the high-concentration group and 3 days in the low-concentration group, after which the skin returned to normal. The infection rate was 33.33% in both the high- and low-concentration groups. No significant pathological changes were observed in the skin tissues of infected mice compared to the control group, indicating marked individual differences in the pathogenicity of the strain in nude mice. Conclusion A strain of Staphylococcus xylosus was isolated from the skin of a nude mouse exhibiting squamous skin scurfs. The strain is an opportunistic pathogen that causes transient squamous skin scurfs without significant histopathological changes, and there are individual differences in the sensitivity of nude mice to this strain. These findings can provide valuable data for pathogen identification in immunodeficient or gene knockout mice.
2.Isolation and Identification of Staphylococcus xylosus in Nude Mice with Squamous Skin Scurfs
Zhihao KONG ; Xiaofeng WEI ; Lingzhi YU ; Liping FENG ; Qi ZHU ; Guojun SHI ; Chen WANG
Laboratory Animal and Comparative Medicine 2025;45(3):368-375
Objective To isolate pathogenic bacteria from the skin of a nude mouse exhibiting squamous skin scurfs, and perform bacterial identification, traceability analysis, and pathogenicity studies to provide a new approach for the diagnosis of pathogens in nude mice with squamous skin scurfs. MethodsSkin swab samples were collected from a nude mouse exhibiting squamous skin scurfs for nucleic acid testing, bacterial isolation and culture, biochemical identification, 16S rDNA gene amplification and sequencing, and whole genome sequencing to construct a phylogenetic tree. Fifteen BALB/c nude mice were randomized into a saline-treated control group, a high-concentration group treated with 1.8×10⁸ CFU/mL of the isolated bacterial suspension, and a low-concentration group treated with 1.8×10⁷ CFU/mL of the isolated bacterial suspension. Pathogenicity was assessed by animal infection experiments and observation of histopathological changes in skin tissue using HE staining. Results The nucleic acid test for Corynebacterium bovis was negative, excluding infection by this organism. The pathogen isolated on mannitol salt agar and blood agar, combined with Gram staining, suggested a Gram-positive Staphylococcus species. The isolated strain was identified by 16S rDNA sequencing and a fully automated microbial identification system as Staphylococcus xylosus. Phylogenetic tree analysis based on whole genome sequencing showed that the strain was most closely related to an isolate from leafy vegetables in South Korea (GenBank GCA_00207825.1). In the high-concentration group, squamous skin scurfs appeared on the head, neck, and back of nude mice on the 17th day post-infection, while in the low concentration group, similar symptoms appeared on the 20th day post-infection and gradually spread to other areas. The scaling symptoms were transient, lasting for 7 days in the high-concentration group and 3 days in the low-concentration group, after which the skin returned to normal. The infection rate was 33.33% in both the high- and low-concentration groups. No significant pathological changes were observed in the skin tissues of infected mice compared to the control group, indicating marked individual differences in the pathogenicity of the strain in nude mice. Conclusion A strain of Staphylococcus xylosus was isolated from the skin of a nude mouse exhibiting squamous skin scurfs. The strain is an opportunistic pathogen that causes transient squamous skin scurfs without significant histopathological changes, and there are individual differences in the sensitivity of nude mice to this strain. These findings can provide valuable data for pathogen identification in immunodeficient or gene knockout mice.
3.Machine learning-based prediction model for caries in the first molars of 9-year-old children in Suzhou.
Lingzhi CHEN ; Xiaqin WANG ; Kaifei ZHU ; Kun REN ; Zhen WU
West China Journal of Stomatology 2025;43(6):871-880
OBJECTIVES:
This study aimed to use machine learning algorithms to build a prediction model of the first permanent molar caries of 9-year-old children in Suzhou and screen out risk factors.
METHODS:
Random stratified whole group sampling was applied to randomly select 9-year-old students from 38 primary schools in 14 townships and streets in Wuzhong District for oral examination and questionnaire survey. Multifactor Logistics regression was used to analyze the risk factors of tooth decay. The data set was randomly divided into training sets and verification sets according to 8∶2, and R 4.3.1 was used to build five machine learning algorithms: random forest, decision tree, extreme gradient boosting (XGBoost), Logistics regression, and lightweight gradient enhancement (LightGBM). The predictive effect of these five models was evaluated using the area under the characteristic curve (AUC). The marginal contribution of quantitative characteristics to the caries prediction model was determined through Shapley additive explanations (SHAP).
RESULTS:
This study included 7 225 samples that met the standard. The caries rate of the first permanent molar was 54.96%. Multifactor Logistic regression analysis showed that sweet drinks, dessert and candy, snack frequency, and snacks before going to bed after brushing teeth were correlated with the occurrence of first permanent molar caries (P<0.05). The AUC values of decision tree, Logistic regression, LightGBM, random forest, and XGBoost were 75.5%, 83.9%, 88.6%, 88.9%, and 90.1%, respectively. Compared with the variables after single heat coding, the SHAP value of high-frequency sweets (such as dessert candy ≥2 times a day, mother's sugary diet ≥2 times a day) and bad oral hygiene habits (such as frequent snacks before going to bed after brushing teeth and irregular brushing teeth) exhibited the highest positive.
CONCLUSIONS
XGBoost algorithm has a good prediction effect for first permanent molar caries in 9-year-old children. High-frequency sweet factors and bad oral hygiene habits have a strong positive impact on the risk of first permanent molar caries and are key drivers that can be used in the formulation of targeted interventions.
Humans
;
Dental Caries/epidemiology*
;
Child
;
Machine Learning
;
China/epidemiology*
;
Molar
;
Risk Factors
;
Female
;
Logistic Models
;
Male
;
Decision Trees
;
Algorithms
4.SWOT analysis of construction of intelligent vaccination clinics in Zhejiang Province
ZHENG Shuhan ; SHEN Lingzhi ; DENG Xuan ; SU Ying ; LUO Feng ; ZHOU Yang ; TANG Xuewen ; YAN Rui ; ZHU Yao ; HE Hanqing
Journal of Preventive Medicine 2024;36(8):669-673
Objective:
To analyze the strengths, weaknesses, opportunities and threats of the construction on intelligent vaccination clinics in Zhejiang Province, so as to provide countermeasures for promoting the construction of intelligent vaccination clinics in Zhejiang Province.
Methods:
By reviewing the annual reports of Zhejiang immunization planning, survey data from Zhejiang Centers for Disease Control and Prevention and Immunization Intelligent Service System, data of human resources of immunization planning, vaccine procurement, construction progress of intelligent vaccination clinics and vaccination were collected. The relevant literature was searched to gather information on the construction standards and norms of intelligent vaccination clinics. The analysis of the strengths, weaknesses, opportunities and threats (SWOT) of the construction of intelligent vaccination clinics was conducted, and corresponding countermeasures and suggestions were proposed.
Results:
The National Immunization Program reported vaccine rate in Zhejiang Province is more than 99%, and standardized vaccination clinics have been popularized throughout the province. The vaccination staff are professional, and a province-wide intelligent immunization service information system has been established, providing the resources and conditions for the construction of intelligent vaccination clinics. However, there are problems such as low data quality and matching efficiency in vaccination, insufficient data interoperability and sharing, unbalanced regional capabilities in intelligent transformation, and uneven distribution of talent and resources. It is crucial to seize the opportunities presented by the development of big data and artificial intelligence, rely on the regional development of the Internet and health industry, seize the opportunity of rapid growth in demand for intelligent vaccination services and high public acceptance, accelerate the construction of intelligent vaccination clinics, and establish intelligent vaccination service standards as soon as possible.
Conclusion
We should seize the opportunities presented by the digital reform and development, fully utilize the existing vaccination resources and strengths, address the shortcomings, and accelerate the construction of intelligent vaccination clinics in Zhejiang Province.
5.Establishment of a qPCR method to detect Staphylococcus xylosus and its application
Lingzhi YU ; Liping FENG ; Zhihao KONG ; Qi ZHU ; Xiaofeng WEI
Acta Laboratorium Animalis Scientia Sinica 2024;32(1):73-79
Objective To establish and evaluate a method for rapid and sensitive S.xylosus detection using qPCR(real-time quantitative PCR).Methods A gehM gene fragment was selected as the target for S.xylosus.A set of specific primers was synthesized and a qPCR method was established to detect S.xylosus.A S.xylosus standard strain and other non-target strains were chosen for analysis.DNA of S.xylosus was diluted 10-fold to determine its sensitivity.Clinical samples were tested,and positive products were sequenced.The result were compared with those of bacterial culture.Results S.xylosus had a specific amplification curve,whereas other non-S.xylosus species did not,indicating that the primers were specific for S.xylosus.Sensitivity was 100 fg/μL DNA.Repeatability within and between groups was less than 3%.A total of 60 clinical samples were analyzed,of which five samples had a typical S curve.qPCR products were sequenced and BLAST searched.The similarity of the gene sequences was 99.63%,indicating that the sample was positive for the S.xylosus gehM gene with a positivity rate of 8.3%.However,the positivity rate of bacterial culture was 6.7%.The positivity rate of qPCR was slightly higher than that of the culture.Conclusions The established qPCR method is rapid with high sensitivity and specificity,and can be used to detect S.xylosus.
6.Overview of the outbreak of varicella in Zhejiang Province from 2019 to 2022 and analysis of associated factors for breakthrough cases
Xuan DENG ; Xinrui LIU ; Yang ZHOU ; Lingzhi SHEN ; Rui YAN ; Xuewen TANG ; Yao ZHU ; Xiaoping XU ; Hanqing HE
Chinese Journal of Preventive Medicine 2024;58(3):315-324
Objective:To evaluate the epidemiological characteristics and explore the associated factors of breakthrough cases (BC) from Public Health Emergency Events (PHEEs) of varicella in Zhejiang Province from 2019 to 2022.Methods:Data on cases were obtained from the China Information System for Disease Control and Prevention and the PHEEs Reporting Information Database of Varicella in Zhejiang Province. History records were matched through the Zhejiang Provincial Immunization Information System. Descriptive analysis and multiple logistic regression model with a bidirectional stepwise selection method were performed to explore associated factors for BC during 2019-2022.Results:A total of 144 276 varicella cases were reported from 2019 to 2022, with the annual reported incidence of 47.35-82.80 cases per 100 000 population. Among these cases, 109 172 were non-breakthrough cases (NBC, accounting for 75.67%), 34 517 were BC (23.92%), and the rest 587 cases had unclear vaccination history on varicella (0.41%). A total of 214 PHEEs of varicella were reported, of which 99.07% occurred in school settings. The proportion of PHEEs that occurred in high school increased significantly as time went on ( χ2trend=5.742, P=0.017). Multiple logistic regression model which focused on "BC vs. NBC (as the reference)" indicated that the year of onset ( OR=1.585, 95% CI:1.343-1.878), the month of onset (taking January as the reference, OR=2.311-15.652), city (taking Hangzhou as the reference, Jiaxing OR=2.370, Jinhua OR=2.197, Lishui OR=0.134), age ( OR=0.887, 95% CI: 0.826-0.944), PHEEs setting (taking "primary school and below" as the reference, "high school and above" OR=0.516, 95% CI: 0.305-0.897), and the number of rashes ( OR=0.569, 95% CI: 0.458-0.703) were associated factors. Multiple logistic regression model which focused on "two-dose BC vs. one-dose BC (as the reference)" showed that the age of initial vaccination ( OR=0.045, 95% CI: 0.014-0.107), the time interval from onset to the last dose ( OR=0.037, 95% CI: 0.011-0.087) and the age of onset ( OR=20.724, 95% CI: 8.383-72.485) were associated factors. Conclusion:During 2019-2022, the reported high-risk group of varicella in Zhejiang Province has shifted to adolescents and young adults. Although vaccination could not completely prevent the onset of VZV, it could relieve clinical symptoms and delay the age of onset.
7.Comparison of quadratus lumborum block at supra-arcuate ligament and erector spinae block on postoperative analgesia and recovery quality in patients undergoing thoracoscopic surgery
Lingzhi WANG ; Ruifen ZHOU ; Qilu YING ; Manhua ZHU
Chongqing Medicine 2024;53(21):3222-3227
Objective To compare the effect of quadratus lumborum block at supra-arcuate ligament(SA-QLB)and erector spinae plane block(ESPB)on postoperative analgesia and recovery quality in the pa-tients undergoing thoracoscopic surgery.Methods Sixty patients undergoing elective thoracoscopic surgery,aged 18-70 years old,ASA grade Ⅰ-Ⅱ,served as the study subjects and were randomly divided into the two groups by the random number table method:SA-QLB group(group Q,n=30)and ESPB(group E,n=30).Before induction of general anesthesia,the group Q conducted SA-QLB in the operation side under the ultra-sound guide and the group E conducted ESPB,the both were given 30 mL of 0.25%ropivacaine.All patients in both groups were given the patient-controlled intravenous analgesia(PCIA)after surgery.The dosage of remifentanil during surgery,recovery time,Visual Analogue Scale(VAS)score at rest and cough at 1,6,12,24,48 h after surgery,first pressing time of patient-controlled analgesia,times of effective pressing,dosage of sufentanil and number of cases of rescue analgesia at 24 h after surgery,forced vital capacity(FVC)and forced expiratory volume first second(FEV1)at 1 h before surgery and 24 h after surgery,scores of quality recovery at postoperative 24 h(QoR-15)and Barthel score,hospitalization duration after operation and the occurrence of adverse reactions were recorded.Results Compared with the group E,the intraoperative remifentanil dos-age in the group Q was decreased(P<0.05);the VAS scores in rest and cough at postoperative 6,12,24 h were decreased(P<0.05);the first pressing time of postoperative analgesia pump in the group Q was pro-longed,number of effective pressures of analgesia pump,dosage of sufentanil and cases number of remedy an-algesia were decreased(P<0.05);FEV1 and FVC at postoperative 24 h in the group Q were significantly in-creased(P<0.05);the scores of QoR-15 and Barthel at postoperative 24 h were increased(P<0.05).The in-cidence rates of postoperative nausea and vomiting in the group Q were lower than those in the group E(P<0.05),and no serious adverse events occurred in the two groups.Conclusion Compared with ESPB,SA-QLB could provide more perfect postoperative analgesia effect,which is conducive to postoperative early pulmonary function recovery,and the postoperative recovery quality is higher.
8.Overview of the outbreak of varicella in Zhejiang Province from 2019 to 2022 and analysis of associated factors for breakthrough cases
Xuan DENG ; Xinrui LIU ; Yang ZHOU ; Lingzhi SHEN ; Rui YAN ; Xuewen TANG ; Yao ZHU ; Xiaoping XU ; Hanqing HE
Chinese Journal of Preventive Medicine 2024;58(3):315-324
Objective:To evaluate the epidemiological characteristics and explore the associated factors of breakthrough cases (BC) from Public Health Emergency Events (PHEEs) of varicella in Zhejiang Province from 2019 to 2022.Methods:Data on cases were obtained from the China Information System for Disease Control and Prevention and the PHEEs Reporting Information Database of Varicella in Zhejiang Province. History records were matched through the Zhejiang Provincial Immunization Information System. Descriptive analysis and multiple logistic regression model with a bidirectional stepwise selection method were performed to explore associated factors for BC during 2019-2022.Results:A total of 144 276 varicella cases were reported from 2019 to 2022, with the annual reported incidence of 47.35-82.80 cases per 100 000 population. Among these cases, 109 172 were non-breakthrough cases (NBC, accounting for 75.67%), 34 517 were BC (23.92%), and the rest 587 cases had unclear vaccination history on varicella (0.41%). A total of 214 PHEEs of varicella were reported, of which 99.07% occurred in school settings. The proportion of PHEEs that occurred in high school increased significantly as time went on ( χ2trend=5.742, P=0.017). Multiple logistic regression model which focused on "BC vs. NBC (as the reference)" indicated that the year of onset ( OR=1.585, 95% CI:1.343-1.878), the month of onset (taking January as the reference, OR=2.311-15.652), city (taking Hangzhou as the reference, Jiaxing OR=2.370, Jinhua OR=2.197, Lishui OR=0.134), age ( OR=0.887, 95% CI: 0.826-0.944), PHEEs setting (taking "primary school and below" as the reference, "high school and above" OR=0.516, 95% CI: 0.305-0.897), and the number of rashes ( OR=0.569, 95% CI: 0.458-0.703) were associated factors. Multiple logistic regression model which focused on "two-dose BC vs. one-dose BC (as the reference)" showed that the age of initial vaccination ( OR=0.045, 95% CI: 0.014-0.107), the time interval from onset to the last dose ( OR=0.037, 95% CI: 0.011-0.087) and the age of onset ( OR=20.724, 95% CI: 8.383-72.485) were associated factors. Conclusion:During 2019-2022, the reported high-risk group of varicella in Zhejiang Province has shifted to adolescents and young adults. Although vaccination could not completely prevent the onset of VZV, it could relieve clinical symptoms and delay the age of onset.
9.Application of a home-based exercise program in elderly patients with osteoporosis and frailty
Xiaoyan ZONG ; Lingzhi ZHU ; Xuefei WANG ; Yongzhen MO ; Jiaren XU ; Xiaojun OUYANG
Chinese Journal of Nursing 2024;59(10):1171-1179
Objective To explore the application effect of multi-component home-based exercise in elderly patients with osteoporosis and frailty.Methods A total of 52 elderly patients with osteoporosis and frailty were recruited from the osteoporosis clinic of a tertiary hospital in Nanjing,Jiangsu Province from March to August 2022 using the convenience sampling method.Subjects were randomly divided into an experimental group and a control group with 26 cases in each group by the random number table.The experimental group was given the home-based exercise program,while the control group maintained the daily lifestyle.Short Physical Performance Battery(SPPB),grip strength,Frail Scale and Chinese Osteoporosis-targeted Quality of Life Questionnaire(COQOL)of the 2 groups were compared at 12 weeks and 24 weeks,and bone mineral density(BMD)was analyzed after 24-week intervention.Results The scores in the experimental group had significant statistical differences in SPPB,grip strength,Frail Scale and COQOL compared with those in the control group after 12-week and 24-week intervention(P<0.05).The BMD of total hip of the experimental group was significantly higher than it in the control group(P<0.05).Conclusion The home-based exercise program can help the elderly with osteoporosis and frailty to improve the physical function and upper body strength,improve the frailty state,and enhance the quality of life,and it may be one of the effective intervention methods to prevent and reverse the frailty state of osteoporosis patients.
10.The analgesic effect and safety of transincisional quadratus lumborum block technique for laparoscopic nephrectomy
Lingzhi WANG ; Ruifen ZHOU ; Qilu YING ; Li CHEN ; Manhua ZHU
China Modern Doctor 2024;62(24):1-5
Objective To investigate the analgesic effect and safety of transincisional quadratus lumborum block(TQLB)technique for laparoscopic nephrectomy.Methods Sixty patients scheduled for laparoscopic nephrectomy at the Affiliated Lihuili Hospital of Ningbo University from December 2023 to March 2024,the patients were randomly divided into TQLB group(T group)and control group(C group)using a random number table method,with 30 cases in each group.C group received general anesthesia with tracheal intubation,while T group received general anesthesia with tracheal intubation combined with TQLB.Two groups of patients were routinely given sufentanil controlled intravenous analgesia pump after surgery.Record the wound healing status of two groups of patients,postoperative 24h sufentanil consumption,resting and exercise time numerical rating scale(NRS)scores at 6h,12h,and 24h postoperatively,range of sensory blockade at 2h postoperatively,number of salvage analgesia cases at 24h postoperatively,analgesic satisfaction score,and incidence of postoperative complications.Results Compared with group C,patients in group T had a reduced consumption of sufentanil 24h after surgery(P<0.001);The resting and exercise NRS scores decreased at 6h,12h,and 24h after surgery(P<0.05);The number of postoperative 24h rescue analgesia cases and the satisfaction score of analgesia were both lower than C group(P<0.05);The incidence of postoperative nausea and vomiting in group T was lower(P<0.05);Both groups of patients did not experience serious complications.Conclusion TQLB appears to offer effective postoperative analgesia during the early stages of laparoscopic nephrectomy,while also reducing the occurrence of complications.This suggests that it could serve as a safe and efficient alternative for analgesic management in such surgical procedures.


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