1.Multicenter machine learning-based construction of a model for predicting potential organ donors and validation with decision curve analysis
Xu WANG ; Wenxiu LI ; Fenghua WANG ; Shuli WU ; Dong JIA ; Xin GE ; Zhihua SHAN ; Tongzuo LI
Organ Transplantation 2026;17(1):106-115
Objective To evaluate the predictive value of different machine learning models constructed in a multicenter environment for potential organ donors and verify their clinical application feasibility. Methods The study included 2 000 inpatients admitted to five domestic tertiary hospitals from January 2020 to December 2023, who met the criteria for potential organ donation assessment. They were randomly divided into a training set and an internal validation set (7∶3). Another 300 similar patients admitted to the First Affiliated Hospital of Harbin Medical University from January 2024 to April 2025 were included as an external validation set. The area under the curve (AUC), sensitivity, specificity, accuracy and F1-score of three models were compared, and the consistency of the potential organ donor determination process was tested. Multivariate logistic regression analysis was used to identify predictive factors of potential organ donors. Decision curve analysis (DCA) was employed to verify the resource efficiency of each model, and the threshold interval and intervention balance point were assessed. Results Apart from age, there were no significant differences in other basic characteristics among the centers (all P>0.05). The consistency of the potential organ donor determination process among researchers in each center was good [all 95% confidence interval (CI) lower limits >0]. In the internal validation set, the XGBoost model had the best predictive performance (AUC=0.92, 95% CI 0.89-0.94) and the best calibration (P=0.441, Brier score 0.099). In the external validation set, the XGBoost model also had the best predictive performance (AUC=0.91, 95% CI 0.88-0.94), outperforming logistic regression and random forest models. Multivariate logistic regression showed that mechanical ventilation had the greatest impact (odds ratio=2.06, 95% CI 1.54-2.76, P<0.001). DCA indicated that the XGBoost model had the highest net benefit in the threshold interval of 0.2-0.6. The “treat all” strategy only had a slight advantage at extremely low thresholds. The recommended threshold interval, which balances intervention costs and clinical benefits, considers ≥50% positive predictive value (PPV) and ≤50 referrals per 100 high-risk patients. Conclusions The XGBoost model established in a multicenter environment is accurate and well-calibrated in predicting potential organ donors. Combined with DCA, it may effectively guide the timing of clinical interventions and resource allocation, providing new ideas for the assessment and management of organ donation after brain death.
2.Characteristics of hospitalized injury cases in Huangpu District
MA Shuli ; DAI Ran ; YANG Chun ; HAO Xiaomeng ; LIU Jiacong ; WU Huaguo ; WU Mengqi
Journal of Preventive Medicine 2025;37(5):494-498,502
Objective:
To investigate the characteristics of hospitalized injury cases in Huangpu District, Guangzhou City in 2022, so as to provide evidence for optimizing injury prevention interventions.
Methods:
Data on hospitalized injury cases admitted between January to December 2022 were collected through the hospitalization registry system from 17 healthcare institutions in Huangpu District. The population distribution characteristics, causes of injury, injury sites, duration of hospital stay, and hospitalization costs were descriptively analyzed.
Results:
A total of 6 729 hospitalized injury cases were reported in Huangpu District in 2022, including 4 277 males and 2 452 females, with a male-to-female ratio of 1.74∶1. The average age was (49.57±19.82) years, with 2 064 cases (30.67%) aged 45 to <60 years and 1 921 cases (28.55%) aged ≥60 years. The median length of hospitalization was 9.00 (interquartile range, 11.00) days, with median hospitalization costs of 15 968.93 (interquartile range, 25 786.69) yuan. In the months of June to August, there were more cases of injury hospitalization,with 1 904 cases accounting for 28.30%. The top three causes of injury were falls (2 895 cases, 43.02%), transportation accidents (1 247 cases, 18.53%) and exposure to inanimate mechanical forces (1 104 cases, 16.41%). The top three injured sites were lower limb injuries (1 850 cases, 27.49%), upper limb injuries (1 596 cases, 23.72%) and other sites (1 178 cases, 17.51%). The three leading causes of injury with longest hospitalization duration were burns and scalds, transport accidents and falls, with the median duration being 12.00 (interquartile range, 8.00) days, 10.00 (interquartile range, 13.00) days and 10.00 (interquartile range, 11.00) days, respectively. The top three injury sites associated with the longest hospitalization duration were others, lower limb injuries, and head and neck injuries, with the median duration being 11.00 (interquartile range, 13.00) days, 11.00 (interquartile range, 11.00) days, and 10.00 (interquartile range, 12.00) days, respectively. The causes of injury associated with higher hospitalization costs were falls and transportation accidents, with the median hospitalization cost being 23 550.13 (interquartile range, 30 087.76) yuan for falls and 20 301.94 (interquartile range, 30 589.86) yuan for transportation accidents. The injury sites associated with higher hospitalization costs were lower limb injuries and upper limb injuries, with the median hospitalization cost being 24 257.32 (interquartile range, 34 145.54) yuan for lower limb injuries and 16 506.33 (interquartile range, 20 052.27) yuan for upper limb injuries.
Conclusions
In Huangpu District, hospitalized injury mainly occurred among males and individuals aged ≥45 years, with the higher incidence observed between June and August. Fall was the primary cause of injury, while lower limb injuries was the main injury sites. The injury resulted in substantially higher hospitalization costs.
3.Expert consensus on apical microsurgery.
Hanguo WANG ; Xin XU ; Zhuan BIAN ; Jingping LIANG ; Zhi CHEN ; Benxiang HOU ; Lihong QIU ; Wenxia CHEN ; Xi WEI ; Kaijin HU ; Qintao WANG ; Zuhua WANG ; Jiyao LI ; Dingming HUANG ; Xiaoyan WANG ; Zhengwei HUANG ; Liuyan MENG ; Chen ZHANG ; Fangfang XIE ; Di YANG ; Jinhua YU ; Jin ZHAO ; Yihuai PAN ; Shuang PAN ; Deqin YANG ; Weidong NIU ; Qi ZHANG ; Shuli DENG ; Jingzhi MA ; Xiuping MENG ; Jian YANG ; Jiayuan WU ; Yi DU ; Junqi LING ; Lin YUE ; Xuedong ZHOU ; Qing YU
International Journal of Oral Science 2025;17(1):2-2
Apical microsurgery is accurate and minimally invasive, produces few complications, and has a success rate of more than 90%. However, due to the lack of awareness and understanding of apical microsurgery by dental general practitioners and even endodontists, many clinical problems remain to be overcome. The consensus has gathered well-known domestic experts to hold a series of special discussions and reached the consensus. This document specifies the indications, contraindications, preoperative preparations, operational procedures, complication prevention measures, and efficacy evaluation of apical microsurgery and is applicable to dentists who perform apical microsurgery after systematic training.
Microsurgery/standards*
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Humans
;
Apicoectomy
;
Contraindications, Procedure
;
Tooth Apex/diagnostic imaging*
;
Postoperative Complications/prevention & control*
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Consensus
;
Treatment Outcome
4.Expert consensus on intentional tooth replantation.
Zhengmei LIN ; Dingming HUANG ; Shuheng HUANG ; Zhi CHEN ; Qing YU ; Benxiang HOU ; Lihong QIU ; Wenxia CHEN ; Jiyao LI ; Xiaoyan WANG ; Zhengwei HUANG ; Jinhua YU ; Jin ZHAO ; Yihuai PAN ; Shuang PAN ; Deqin YANG ; Weidong NIU ; Qi ZHANG ; Shuli DENG ; Jingzhi MA ; Xiuping MENG ; Jian YANG ; Jiayuan WU ; Lan ZHANG ; Jin ZHANG ; Xiaoli XIE ; Jinpu CHU ; Kehua QUE ; Xuejun GE ; Xiaojing HUANG ; Zhe MA ; Lin YUE ; Xuedong ZHOU ; Junqi LING
International Journal of Oral Science 2025;17(1):16-16
Intentional tooth replantation (ITR) is an advanced treatment modality and the procedure of last resort for preserving teeth with inaccessible endodontic or resorptive lesions. ITR is defined as the deliberate extraction of a tooth; evaluation of the root surface, endodontic manipulation, and repair; and placement of the tooth back into its original socket. Case reports, case series, cohort studies, and randomized controlled trials have demonstrated the efficacy of ITR in the retention of natural teeth that are untreatable or difficult to manage with root canal treatment or endodontic microsurgery. However, variations in clinical protocols for ITR exist due to the empirical nature of the original protocols and rapid advancements in the field of oral biology and dental materials. This heterogeneity in protocols may cause confusion among dental practitioners; therefore, guidelines and considerations for ITR should be explicated. This expert consensus discusses the biological foundation of ITR, the available clinical protocols and current status of ITR in treating teeth with refractory apical periodontitis or anatomical aberration, and the main complications of this treatment, aiming to refine the clinical management of ITR in accordance with the progress of basic research and clinical studies; the findings suggest that ITR may become a more consistent evidence-based option in dental treatment.
Humans
;
Tooth Replantation/methods*
;
Consensus
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Periapical Periodontitis/surgery*
5.Fluoroscopy-guided posterior medial branch release of lumbar spinal nerve for the treatment of facet articular low back pain in the elderly patients:evaluation of its clinical efficacy
Tong WU ; Shuli ZHANG ; Shaojun LI ; Yachun ZHONG ; Dan FENG ; Shengxiong TONG
Journal of Interventional Radiology 2024;33(11):1221-1224
Objective To evaluate the clinical efficacy of fluoroscopy-guided posterior medial branch release of lumbar spinal nerves in the treatment of facet articular low back pain in the elderly patients.Methods A total of 102 elderly patients with facet articular low back pain,who were admitted to the Department of Pain,Wuhan Municipal First Hospital of China from January 2017 to December 2018,were randomly divided into release group and conservative group.The patients of release group was treated with fluoroscopy-guided posterior medial branch release of lumbar spinal nerves,and the patients of conservative group was treated with analgesic drugs combined with physiotherapy.The preoperative and the postoperative one-week,one-month,3-month,6-month,12-month,24-month low back pain scores as well as the improvement of lumbar spine function were compared between the two groups.Results In the release group,the postoperative one-week,one-month,3-month,6-month,12-month,24-month visual analogue scores(VAS)were significantly decreased,and the differences were statistically significant(all P<0.05),which were significantly lower than those in the conservative group,and the differences were statistically significant(all P<0.05).In the release group,the postoperative one-week,one-month,3-month,6-month,12-month,24-month RM Q scores and Oswestry dysfunction indexes were strikingly decreased,and the differences were statistically significant(P<0.05),which were significantly lower than those in the conservative group(P<0.05).No procedure-related complications occurred in both groups.Conclusion For the treatment of facet articular low back pain in the elderly patients,fluoroscopy-guided posterior medial branch release of lumbar spinal nerves is clinically safe and feasible with excellent short-term and medium-long-term effect.
6.In vitro synergistic evaluation of Nisin and NaF on Streptococcus mutans
Jianying TENG ; Yushan SHI ; Sijia WU ; Sa WANG ; Yuan WANG ; Shuli DENG ; Huiming WANG
Journal of Practical Stomatology 2024;40(5):625-630
Objective:To study the effects of the combined application of NaF and Nisin on Streptococcus mutans(S.mutans).Meth-ods:The minimum inhibitory concentration(MIC)of Nisin and NaF against S.mutans was determined by microdilution method respec-tively.The fractional inhibitory concentration(FIC)was calculated by checkerboard method.The inhibition effect of the combination of NaF and Nisin at(NF)the same MIC concentration on acid production and acid resistance of S.mutans was detected.Crystal violet staining was used to detect the effects of NF in the inhibition of the biofilm formation,and the damage and dispersion of the established biofilms.The changes of the biofilms were observed by CLSM.Results:The MIC of NaF and Nisin was 0.6 mg/mL and 20 mg/mL re-spectively.The FIC was 0.75.The 1/8×MIC NF showed significantly higher inhibition on acid production and biofilm formation than 1/4×MIC NaF or Nisin(P<0.05),but it has no obvious dispersion effect on established biofilms.The 1/2×MIC NF showed stronger in-hibition effect on the acid resistance of S.mutans in the membrane than 1×MIC NaF or Nisin(P<0.05).At the concentration of 2x MIC,any component didn't cause obvious damage on the established biofilm structure.Conclusion:Nisin and NaF have synergistic in-hibitory effects on the proliferation,acid production,acid resistance and biofilm formation of S.mutans.
7.Expert consensus on difficulty assessment of endodontic therapy
Huang DINGMING ; Wang XIAOYAN ; Liang JINGPING ; Ling JUNQI ; Bian ZHUAN ; Yu QING ; Hou BENXIANG ; Chen XINMEI ; Li JIYAO ; Ye LING ; Cheng LEI ; Xu XIN ; Hu TAO ; Wu HONGKUN ; Guo BIN ; Su QIN ; Chen ZHI ; Qiu LIHONG ; Chen WENXIA ; Wei XI ; Huang ZHENGWEI ; Yu JINHUA ; Lin ZHENGMEI ; Zhang QI ; Yang DEQIN ; Zhao JIN ; Pan SHUANG ; Yang JIAN ; Wu JIAYUAN ; Pan YIHUAI ; Xie XIAOLI ; Deng SHULI ; Huang XIAOJING ; Zhang LAN ; Yue LIN ; Zhou XUEDONG
International Journal of Oral Science 2024;16(1):15-25
Endodontic diseases are a kind of chronic infectious oral disease.Common endodontic treatment concepts are based on the removal of inflamed or necrotic pulp tissue and the replacement by gutta-percha.However,it is very essential for endodontic treatment to debride the root canal system and prevent the root canal system from bacterial reinfection after root canal therapy(RCT).Recent research,encompassing bacterial etiology and advanced imaging techniques,contributes to our understanding of the root canal system's anatomy intricacies and the technique sensitivity of RCT.Success in RCT hinges on factors like patients,infection severity,root canal anatomy,and treatment techniques.Therefore,improving disease management is a key issue to combat endodontic diseases and cure periapical lesions.The clinical difficulty assessment system of RCT is established based on patient conditions,tooth conditions,root canal configuration,and root canal needing retreatment,and emphasizes pre-treatment risk assessment for optimal outcomes.The findings suggest that the presence of risk factors may correlate with the challenge of achieving the high standard required for RCT.These insights contribute not only to improve education but also aid practitioners in treatment planning and referral decision-making within the field of endodontics.
8.Progress on regulating mechanism of sleep in children
Fuhua JIA ; Shuli WU ; Chenglong WANG
International Journal of Pediatrics 2024;51(4):260-264
Children's sleep health runs through the entire process of children's growth and development and is of great significance.Sleep disorders are one of the important problems affecting children's grow,development and growth health.The number of pediatric patients with sleep disorders is on the rise year by year.Current studies show that the disturbance of children's sleep homeostasis is usually accompanied by the increase of neuroendocrine system activities,the activation of immune system,metabolic disorders,etc,lead to the corresponding hormones(such as cortisol),inflammatory factors,metabolic substances and other homeostasis changes,mutual influence,forming a vicious cycle.In addition,the relationship between genetic factors and sleep is also increasingly concerned.This article reviews the mechanisms,influencing factors and research progress of children's sleep health and sleep disorders,aiming to provide a reference for clinical intervention in children′s sleep problems.
9.Discussion on the TCM pathogenesis of acute respiratory distress syndrome of sepsis syndrome from "blood stasis with toxin blocking collaterals" and "deficient healthy qi"
Qing ZHANG ; Chengxiang WANG ; Shuli CHENG ; Nan KOU ; Jingqin WU ; Hongri XU ; Qingquan LIU
International Journal of Traditional Chinese Medicine 2024;46(6):681-685
Acute respiratory distress syndrome is one of the common complications of sepsis syndrome, belonging to the "Chuan syndrome", "Baochuan", and "Chuantuo" in the TCM field, and the disease is mainly located in the lung. The main etiology and pathogenesis of sepsis syndrome is deficient healthy qi and blood stasis with toxin blocking collaterals. Blood stasis and toxin invade the lung, causing heat and toxin to burn the body fluid in the blood. Blood viscosity and poor circulation lead to the accumulation of blood stasis and toxin in the lung. Acute deficiency syndrome, heat toxin damaging qi, heat toxin burning body fluid deficiency with little ability to dissipate qi, resulting in deficiency of healthy qi, inability to regulate breathing, inability to consolidate body fluid, inability to promote blood circulation, causing phlegm, dampness, and blood stasis blocking the lung. This disease is characterized by blood stasis with toxin blocking collaterals, deficient lung qi, and obstruction of lung qi caused by phlegm, water, dampness, and blood stasis. Therefore, blood stasis with toxin blocking collaterals, as well as deficient healthy qi are TCM pathogenesis of ARDS with sepsis syndrome.
10.The early prediction of umbilical cord blood S100β protein and lactate combined with amplitude integrated electroencephalogram in small for gestational age preterm infants with brain injury
Junlong CHEN ; Xiaoli WANG ; Xiaoling YANG ; Xuewen SU ; Fuhua JIA ; Shuli WU
International Journal of Pediatrics 2024;51(1):64-68
Objective:To explore the early predictive value of umbilical cord blood S100β protein and lactate combined with amplitude integrated electroencephalogram(aEEG)in small for gestational age(SGA)preterm infants with brain injury.Methods:One hundred and six cases of SGA preterm infants were enrolled in this study in Neonatology Department of Inner Mongolia People's Hospital from January 2019 to December 2021. Umbilical cord blood serum S100β protein and lactate at birth of All SGA preterm infants were tested,and aEEG was monitored at 6h and 72 h after birth,corrected gestational age of 32 weeks and 37 weeks. According to the diagnostic criteria of brain injury in preterm infants,SGA preterm infants were divided into brain injury group(45 cases)and non-brain injury group(61 cases),and compared the differences of S100β protein,lactate and the designated time aEEG between the two groups.SGA preterm infants with brain injury were further divided into symmetrical group(28 cases)and non-symmetrical group(15 cases). The differences of umbilical cord blood S100β protein and lactate level between the two groups were compared,and the diagnostic value in different types of SGA preterm infants with brain injury was also compared.Results:SGA preterm infants in the brain injury group had significantly higher levels of umbilical cord blood S100β protein[(0.826±0.218)μg/L vs(0.397±0.196)μg/L, t=8.316, P<0.05]and lactate[(8.5±1.3)mmol/L vs(3.8±0.9)mmol/L, t=3.281, P<0.05]than those in non-brain injury group.Symmetric SGA group had higher level of S100β protein than the asymmetric SGA group[(0.924±0.205)μg/L vs(0.438±0.196)μg/L, t=5.734, P<0.05].But there was no statistically significant difference in lactate levels[(5.6±1.4)mmol/L vs(3.9±1.2)mmol/L, t=0.932, P>0.05]between symmetric SGA group and asymmetric SGA group. The abnormal rates of aEEG in brain injury group and non-brain injury group were respectively 100%(45/45)vs 22.95%(14/61)at 6 h after birth,95.56%(43/45)vs 16.39%(10/61)at 72 h after birth,62.22%(28/45)vs 6.56%(4/61)at 32 weeks of corrected gestational age,22.22%(10/45)vs 3.28%(2/61)at 37 weeks of corrected gestational age. The abnormal rate of brain injury group was higher than the non-brain injury group in the same nodal time,and the differences were statistically significant( χ 2 value respectively 62.292,64.913,38.074,9.257,all P<0.05). Conclusion:There were significant value in umbilical cord blood S100β protein,lactate level and aEEG monitoring in the early diagnosis in preterm infants SGA with brain injury. The combination of the three might be more helpful for the early diagnosis and timely treatment of brain injury in SGA preterm infants.


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