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.Utility of upper urinary tract video urodynamics in recurrent symptoms and equivocal hydronephrosis after ureteral reconstruction: A retrospective cohort study.
Xinfei LI ; Yiming ZHANG ; Liqing XU ; Chen HUANG ; Zhihua LI ; Kunlin YANG ; Hua GUAN ; Jing LIU ; Peng ZHANG ; Hongjian ZHU ; Liqun ZHOU ; Xuesong LI
Chinese Medical Journal 2025;138(18):2350-2352
3.Expert consensus on the prevention and treatment of enamel demineralization in orthodontic treatment.
Lunguo XIA ; Chenchen ZHOU ; Peng MEI ; Zuolin JIN ; Hong HE ; Lin WANG ; Yuxing BAI ; Lili CHEN ; Weiran LI ; Jun WANG ; Min HU ; Jinlin SONG ; Yang CAO ; Yuehua LIU ; Benxiang HOU ; Xi WEI ; Lina NIU ; Haixia LU ; Wensheng MA ; Peijun WANG ; Guirong ZHANG ; Jie GUO ; Zhihua LI ; Haiyan LU ; Liling REN ; Linyu XU ; Xiuping WU ; Yanqin LU ; Jiangtian HU ; Lin YUE ; Xu ZHANG ; Bing FANG
International Journal of Oral Science 2025;17(1):13-13
Enamel demineralization, the formation of white spot lesions, is a common issue in clinical orthodontic treatment. The appearance of white spot lesions not only affects the texture and health of dental hard tissues but also impacts the health and aesthetics of teeth after orthodontic treatment. The prevention, diagnosis, and treatment of white spot lesions that occur throughout the orthodontic treatment process involve multiple dental specialties. This expert consensus will focus on providing guiding opinions on the management and prevention of white spot lesions during orthodontic treatment, advocating for proactive prevention, early detection, timely treatment, scientific follow-up, and multidisciplinary management of white spot lesions throughout the orthodontic process, thereby maintaining the dental health of patients during orthodontic treatment.
Humans
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Consensus
;
Dental Caries/etiology*
;
Dental Enamel/pathology*
;
Tooth Demineralization/etiology*
;
Tooth Remineralization
4.Expert consensus on early orthodontic treatment of class III malocclusion.
Xin ZHOU ; Si CHEN ; Chenchen ZHOU ; Zuolin JIN ; Hong HE ; Yuxing BAI ; Weiran LI ; Jun WANG ; Min HU ; Yang CAO ; Yuehua LIU ; Bin YAN ; Jiejun SHI ; Jie GUO ; Zhihua LI ; Wensheng MA ; Yi LIU ; Huang LI ; Yanqin LU ; Liling REN ; Rui ZOU ; Linyu XU ; Jiangtian HU ; Xiuping WU ; Shuxia CUI ; Lulu XU ; Xudong WANG ; Songsong ZHU ; Li HU ; Qingming TANG ; Jinlin SONG ; Bing FANG ; Lili CHEN
International Journal of Oral Science 2025;17(1):20-20
The prevalence of Class III malocclusion varies among different countries and regions. The populations from Southeast Asian countries (Chinese and Malaysian) showed the highest prevalence rate of 15.8%, which can seriously affect oral function, facial appearance, and mental health. As anterior crossbite tends to worsen with growth, early orthodontic treatment can harness growth potential to normalize maxillofacial development or reduce skeletal malformation severity, thereby reducing the difficulty and shortening the treatment cycle of later-stage treatment. This is beneficial for the physical and mental growth of children. Therefore, early orthodontic treatment for Class III malocclusion is particularly important. Determining the optimal timing for early orthodontic treatment requires a comprehensive assessment of clinical manifestations, dental age, and skeletal age, and can lead to better results with less effort. Currently, standardized treatment guidelines for early orthodontic treatment of Class III malocclusion are lacking. This review provides a comprehensive summary of the etiology, clinical manifestations, classification, and early orthodontic techniques for Class III malocclusion, along with systematic discussions on selecting early treatment plans. The purpose of this expert consensus is to standardize clinical practices and improve the treatment outcomes of Class III malocclusion through early orthodontic treatment.
Humans
;
Malocclusion, Angle Class III/classification*
;
Orthodontics, Corrective/methods*
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Consensus
;
Child
5.Etiological analysis of hydronephrosis in adults:A single-center cross-sectional study
Silu CHEN ; Haiju WANG ; Yucai WU ; Zhihua LI ; Yanbo HUANG ; Yuhui HE ; Yangyang XU ; Xue-Song LI ; Hua GUAN
Journal of Peking University(Health Sciences) 2024;56(5):913-918
Objective:To investigate the etiological distribution of hydronephrosis caused by upper uri-nary tract obstruction in adult patients and to improve the diagnostic accuracy for this condition.Me-thods:The clinical information of adult patients with newly diagnosed hydronephrosis in Upper Urinary Tract Repair Outpatient Clinic of Peking University First Hospital from May 2020 to May 2021 were pro-spectively and continuously collected.Patients with ureteral calculi or upper urinary tract tumor were ex-cluded.A total of 767 patients were involved.The underlying causes of upper urinary tract obstruction were identified by senior urological surgeons according to symptoms,medical history,physical examina-tion,and a range of diagnostic imaging techniques including ultrasound,computed tomography(CT),magnetic resonance imaging(MRI),retrograde pyelography,antegrade pyelography,radionuclide reno-gram and ureteroscopy.Results:Among the 767 patients,359(46.8%)were male and 408(53.2%)were female.The median age of these patients was 37 years(range,14-84 years).Hydronephrosis was observed at left-sided in 357 cases(46.6%),right-sided in 251 cases(32.7%),and bilateral in 159 cases(20.7%).The causes of hydronephrosis were classified as follows:(1)Non-iatrogenic factors were found in 464 cases(60.5%).These included urinary malformations in 355 cases(76.5%),infec-tion in 29 cases(6.3%),pelvic lipomatosis and/or cystitis glandularis in 23 cases(5.0%),ureteral en-dometriosis in 18 cases(3.9%),retroperitoneal fibrosis in 15 cases(3.2%),trauma in 7 cases(1.5%)and other non-iatrogenic factors in 12 cases(2.6%).Some of these patients had multiple non-iatrogenic causes.Among the 355 cases with urinary system malformations,252 cases(71.0%)had ureteropelvic junction obstruction.(2)Iatrogenic ureteral injuries accounted for 210 cases(27.4%),including 112 cases(53.3%)of urological surgical injuries,51 cases(24.3%)of radiotherapy for malignant tumor re-lated injuries,34 cases(16.2%)of gynecological and obstetrical surgical injuries,and 13 cases(6.2%)of general surgical injuries.(3)The cause of hydronephrosis remained unknown in 93 cases(12.1%).Conclusion:Hydronephrosis in adults due to upper urinary tract obstruction has a diverse range of cau-ses,with urinary malformations and iatrogenic ureteral injuries being significant contributors.Urological surgeon involved in upper urinary tract reconstruction should be familiar with these potential causes to fa-cilitate accurate diagnosis and effective treatment.
6.Application of CT-guided intracavitary/freehand interstitial brachytherapy in radical radiotherapy for cervical cancer
Yang LI ; Mengyu LIU ; Ping YIN ; Yue LI ; Chenjing ZHU ; Li LIN ; Siyu ZHANG ; Zhihua SUN ; Hanzi XU
Chinese Journal of Radiological Health 2024;33(4):447-453
Objective To investigate the clinical application of three-dimensional intracavitary/free-hand interstitial brachytherapy technique in radical radiotherapy for cervical cancer. Methods A retrospective study was conducted on the clinical data of patients with cervical cancer who underwent radical radiotherapy using CT-guided three-dimensional intracavitary/free-hand interstitial brachytherapy technique in The Affiliated Cancer Hospital of Nanjing Medical University from April 2019 to September 2021. The short-term efficacy and adverse reactions were analyzed, and the independent predictors affecting short-term efficacy were evaluated by logistic risk regression model. Results A total of 182 patients were included, and all patients successfully completed the treatment. Clinical efficacy assessment performed 3 months after treatment revealed an overall response rate of 90.65%; the incidence of grade 3 and 4 adverse reactions in the lower gastrointestinal tract was 4.4% during treatment. After reclassifying stage IIIC patients according to the International Federation of Gynecology and Obstetrics (FIGO) 2009 staging system and including factors affecting the stage, it was found that the tumor volume before brachytherapy was the main factor affecting the clinical efficacy of patients at this stage (P = 0.004). Conclusion As a key method in radical radiotherapy for cervical cancer, three-dimensional intracavitary/free-hand interstitial brachytherapy technique is safe and effective and can be quickly popularized in primary hospitals beyond regional cancer centers for cervical cancer brachytherapy.
7.Not Available.
Weile YE ; Jiaojiao WANG ; Peter J LITTLE ; Jiami ZOU ; Zhihua ZHENG ; Jing LU ; Yanjun YIN ; Hao LIU ; Dongmei ZHANG ; Peiqing LIU ; Suowen XU ; Wencai YE ; Zhiping LIU
Acta Pharmaceutica Sinica B 2024;14(1):1-19
Bioactive compounds derived from herbal medicinal plants modulate various therapeutic targets and signaling pathways associated with cardiovascular diseases (CVDs), the world's primary cause of death. Ginkgo biloba, a well-known traditional Chinese medicine with notable cardiovascular actions, has been used as a cardio- and cerebrovascular therapeutic drug and nutraceutical in Asian countries for centuries. Preclinical studies have shown that ginkgolide B, a bioactive component in Ginkgo biloba, can ameliorate atherosclerosis in cultured vascular cells and disease models. Of clinical relevance, several clinical trials are ongoing or being completed to examine the efficacy and safety of ginkgolide B-related drug preparations in the prevention of cerebrovascular diseases, such as ischemia stroke. Here, we present a comprehensive review of the pharmacological activities, pharmacokinetic characteristics, and mechanisms of action of ginkgolide B in atherosclerosis prevention and therapy. We highlight new molecular targets of ginkgolide B, including nicotinamide adenine dinucleotide phosphate oxidases (NADPH oxidase), lectin-like oxidized LDL receptor-1 (LOX-1), sirtuin 1 (SIRT1), platelet-activating factor (PAF), proprotein convertase subtilisin/kexin type 9 (PCSK9) and others. Finally, we provide an overview and discussion of the therapeutic potential of ginkgolide B and highlight the future perspective of developing ginkgolide B as an effective therapeutic agent for treating atherosclerosis.
8.Zuoguiwan for Treating Congenital Essence Deficiency in Offspring
Haoyuan CHEN ; Can SHEN ; Zequan ZHANG ; Anli XU ; Zhihua ZHANG ; Jing JIN ; Min ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(17):51-59
Zuoguiwan, one of the classic formulas of traditional Chinese medicine (TCM), has the effects of nourishing genuine Yin, supplementing essence, and replenishing marrow, and it is widely used in the clinical treatment of diseases caused by congenital essence deficiency. This article systematically reviewed the ancient books involving congenital deficiency and the modern research reports on the treatment of congenital deficiency with Zuoguiwan. From the formulation principle of Zuoguiwan and the TCM concept of congenital deficiency, this article discussed the theoretical basis of treating congenital deficiency with Zuoguiwan based on the modern research results. Ancient physicians have discovered that the deficiency of parents can lead to abnormal physical development and weakness of the offspring. ZHANG Jingyue divided congenital essence Qi into genuine Yin and primordial Yang and formulated Zuoguiwan based on the principle of Yin-Yang mutual assistance for supplementing congenital genuine Yin. Experimental studies have shown that Zuoguiwan can up-regulate the expression of connexin 43 (Cx43) protein and improve gap junction intercellular communication (GJIC) function to promote osteogenic differentiation and maturation of bone marrow mesenchymal stem cells and ameliorate abnormal bone development caused by congenital essence deficiency. Zuoguiwan can enhance the expression and activity of Reelin to ameliorate abnormal brain development. It can upregulate the expression of Cx43 protein to intervene in the phosphatidylinositol 3 kinase/protein kinase B (PI3K/Akt) pathway, thus repairing the reproductive functions. Zuiguiwan can promote the development and maturation of T cells and activate the Wnt/β-catenin signaling pathway in the thymus to improve immune functions. In addition, it can promote the expression of β-catenin and inhibit the expression of microtubule-associated proteins 1 light chain 3 (LC3) to attenuate skin dysfunctions. Moreover, Zuoguiwan can guide the differentiation of stem cells via the correlation between essence and vitality in TCM. Zuoguiwan has demonstrated significant therapeutic effects on some diseases in the pediatric, andrological, gynecological, geriatric, internal medicine, orthopedic and skin disease departments. On the basis of the results of experiments and clinical applications, this paper analyzes the specific connotation of congenital deficiency proposes that congenital deficiency should be subdivided into the four aspects of essence, Qi, Yin, and Yang. Congenital essence deficiency as the deficiency of genuine Yin can lead to deficiency of kidney essence in the offspring and dysfunction of kidney storing essence. Pharmacological studies have discovered that Cuscutae Semen, Lycii Fructus, and Achyranthis Bidentatae Radix in Zuoguiwan contain active components such as quercetin and kaempferol, which act on the targets such as recombinant prostaglandin endoperoxide synthase 2 (PTGS2), interleukin-6 (IL-6), mitogen-activated protein kinases (MAPK14), tumor necrosis factor (TNF), TP53, Vascular permeability factor A (VEGFA), and albumin (ALB) to play a role in reproductive system development and hormone responses. Zuoguiwan has unique advantages over Liuwei Dihuangwan in nourishing congenital genuine Yin in the kidney and can achieve better therapeutic effects on the syndromes and diseases caused by congenital essence deficiency. This review is expected to enrich the knowledge about the efficacy and clinical application of Zuoguiwan, provide new perspectives and methods for the prevention and treatment of congenital deficiency and congenital essence deficiency, and give insights into the application of Zuoguiwan in modern healthcare, especially in the nurturing of offspring.
9.Oncological outcome of 3D-guided cone-shaped segmentectomy for deep early-stage lung cancer
Wenzheng XU ; Zhihua LI ; Xianglong PAN ; Zhicheng HE ; Jing XU ; Quan ZHU ; Weibing WU ; Liang CHEN
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(10):1413-1421
Objective To investigate whether 3D-guided cone-shaped segmentectomy can achieve comparable long-term outcomes with lobectomy for deep early-stage lung cancer with diameter≤2 cm. Methods We retrospectively screened patients with deep early-stage non-small cell lung cancer (NSCLC) with diameter≤2 cm who underwent lobectomy or segmentectomy in the First Affiliated Hospital of Nanjing Medical University from 2012 to 2018. All pulmonary segmentectomy was performed using 3D-guided cone-shaped segmentectomy with segment or subsegment as the resection unit. Univariate and multivariate regression analyses were performed by Cox proportional hazard regression model. The patients who underwent segmentectomy and lobectomy were matched 1∶1 by propensity-score matching analysis. The oncological outcomes of two groups were compared. Results Our cohort was divided into a segmentectomy group (n=222) and a lobectomy group (n=127). The age, total nodule size, solid component size and proportion of pure solid nodule in the lobectomy group were significantly higher than those in the segmentectomy group. The median follow-up time was 49 months. Surgical margins were negative in all patients. The local recurrence rate of segmentectomy was 0.45%. The disease-free survival (DFS) rate and overall survival (OS) rate of patients in the segmentectomy group were significantly better than those in the lobectomy group (5-year DFS rate: 98.64% vs. 89.77%, P<0.001; 5-year OS rate: 99.55% vs. 92.10%, P<0.001). Multivariate regression analysis showed that the differences between two groups were not significant [DFS rate: HR=0.52. 95%CI (0.11, 2.59), P=0.427; OS rate: HR=0.08. 95%CI (0.00, 3.24), P=0.179] after adjusting for other factors. After propensity score matching, 77 patients were preserved in both segmentectomy group and lobectomy group, with the mean nodule size of 1.44 cm and 1.49 cm and the mean consolidation tumor ratio (CTR) of 0.46 and 0.52, respectively. There was no statistical difference in DFS rate (P=0.640) or OS rate (P=0.310) between the two groups. Conclusion 3D-guided cone-shaped segmentectomy can be an acceptable treatment for low-grade malignant NSCLC deep in lung parenchyma with diameter≤2 cm, and its oncology effect is not inferior to lobectomy.
10.Effects of body mass index on nocturnal hypertension in patients with hypertension: a cross-sectional study
Wenqing WANG ; Zhihua LI ; Jing XUE ; Qian CUI ; Miaomiao SHANG ; Ping YIN ; Meijuan WANG ; Li GUO ; Dongmei SONG ; Guomei XU ; Dandan SUN ; Yuchuan DAI
Chinese Journal of Modern Nursing 2024;30(8):1090-1095
Objective:To explore the effects of body mass index (BMI) on the incidence of nocturnal hypertension in patients with hypertension.Methods:Totally 341 hospitalized hypertensive patients treated at the Affiliated Hospital of Jining Medical University from February to May 2023 were selected by convenience sampling. Patients' general information, clinical data, and 24-hour ambulatory blood pressure results were collected. A binomial Logistic regression analysis was conducted to investigate the factors affecting the occurrence of nocturnal hypertension in these patients. The relationship between BMI and the incidence of nocturnal hypertension was examined using threshold effect tests and smooth curve fitting.Results:The binomial Logistic regression analysis indicated that blood phosphate level was a factor influencing the occurrence of nocturnal hypertension in hypertensive patients ( P<0.05). Smooth curve fitting and threshold effect test results showed that the relationship between BMI and the incidence of nocturnal hypertension was curve-correlated, with a turning point at 24.61 kg/m 2. To the left of the turning point, there was no correlation ( P=0.130) ; to the right, there was a correlation ( P=0.016) . Conclusions:When the BMI of hypertensive patients exceeds 24.61 kg/m 2, the likelihood of nocturnal hypertension increases with rising BMI, providing a precise intervention target for weight management-based patient care in hypertension.

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