1.Time series study on influence of sulfur dioxide exposure on hospitalization of chronic obstructive pulmonary disease in Lanzhou from 2016 to 2020
Sheng LIN ; Boxi FENG ; Yongyue LI ; Yiwei HUANG ; Kai ZHENG ; Mingxuan LIU ; Yingying YANG ; Xingmin WEI ; Jianjun WU
Journal of Environmental and Occupational Medicine 2026;43(4):451-457
Background In 2021, chronic obstructive pulmonary disease (COPD) emerged as the forth leading cause of death in the world. However, the impact of air pollutants on COPD is still inconsistent across current studies. Objective To analyze the relationship between ambient sulfur dioxide (SO2) exposure and hospital admissions for COPD in Lanzhou, and to examine the modified effects of SO2 across different genders, age groups, and seasons. Methods A total of
2.Preliminary efficacy and safety analysis of modified SIOPEL-4 protocol for newly diagnosed pediatric hepatoblastoma with lung metastases
Jiaxin PENG ; Can HUANG ; An'an ZHANG ; Yali HAN ; Haishan RUAN ; Xiaoxia WANG ; Min XU ; Yuan XIN ; Liting YU ; Zhibao LYU ; Mingxuan FENG ; Shayi JIANG ; Yijin GAO
Chinese Journal of Pediatrics 2025;63(12):1343-1348
Objective:To assess the preliminary efficacy and safety of modified Société Internationale d′Oncologie Pédiatrique Epithelial Liver Tumor Study Group (SIOPEL)-4 protocol for pediatric hepatoblastoma (HB) with lung metastases.Methods:This prospective cohort study enrolled 27 newly diagnosed pediatric HB with lung metastases who received the modified SIOPEL-4 protocol at Shanghai Children′s Medical Center, Shanghai Jiao Tong University School of Medicine, and Shanghai Children′s Hospital between January 2020 to December 2023. Clinical characteristics, lung response rates to induction chemotherapy, treatment outcomes, prognostic factors and sever chemotherapy toxicities at different stages were analyzed. Survival analysis was performed by Kaplan-Meier method. Univariate prognostic analysis was conducted by Log-Rank test.Results:Of the 27 patients, there were 17 males and 10 females, with the age of 21 (15, 33) months. During the follow-up of 31 (12, 45) months for 17 continuous complete remission patients, 4 cases disease progression (2 cases death) and 6 cases relapse were observed. The 2-year event free survival (EFS) and overall survival (OS) rate was (58±11)% and (89±7)%, respectively. All the 27 patients had response to block 1-3 induction chemotherapy (cisplatin+doxorubicin), with 14 cases (52%) achieving complete response and 13 cases (48%) achieving partial response of lung metastatic lesions, the 2-year EFS rate was (81±12)% and (34±14)%, respectively ( χ 2=6.76, P=0.009), the 2-year OS rate was 100% and (79±13)%, respectively ( χ2=2.12, P=0.145). Patients with caudate lobe tumors or ≥10 pulmonary metastatic nodules had significantly lower EFS rates ( χ2=5.36, 7.84, P=0.021, 0.005, respectively). The incidence of grade 3/4 neutropenia after block 1-3 induction chemotherapy, CD (carboplatin+doxorubicin), and VI (vincristine+irinotecan) consolidation chemotherapy was 90% (73/81), 75% (58/77), and 31% (11/35), respectively. The incidence of grade 3/4 thrombocytopenia was 77% (62/81), 69% (53/77), and 14% (5/35), respectively. The incidence of grade 3/4 infections was 64% (52/81), 25% (19/77), and 20% (7/35), respectively. The differences between the groups were statistically significant ( χ2=43.51, 42.69, 33.00, all P<0.001). Two patients (10%) of the 20 evaluable patients for ototoxicity occurred grade 3 and higher hearing impairment, with 1 patient requiring a hearing aid. Conclusions:The modified SIOPEL-4 regimen shows good preliminary efficacy and safety in treating pediatric HB with lung metastases. The prognosis for patients with residual lesions in the lungs after induction chemotherapy needs to be improved. Attention should be given to the ototoxicity induced by high-dose cisplatin chemotherapy.
3.Construction and analysis of a machine learning-based predictive model for early neurological deterioration in patients with acute cerebral infarction
Ben HUANG ; Mingxuan ZHENG ; Shuxian MIAO ; Li WEI ; Yan ZHANG
Chinese Journal of Laboratory Medicine 2025;48(12):1535-1545
Objective:This study aims to develop a laboratory-based predictive model for early neurological deterioration (END) in patients with acute cerebral infarction (ACI) using baseline data collected at hospital admission.Methods:This study was a retrospective cohort study. Clinical and baseline laboratory test data from 502 patients with ACI admitted to the Department of Neurology at our hospital between January 1, 2022 and May 31, 2025. Of these patients, 313 were male and 189 were female, with a median age of 67 years (interquartile range: 58-73). Patients were classified into an END group and a non-END group according to the occurrence of END within 7 days of admission. Subsequently, using the caret package in R (version 4.4.2), the dataset was randomly divided into a training set ( n=351) and a validation set ( n=151) at a 7∶3 ratio, with END status as the stratification variable and a fixed random seed to ensure reproducibility. Following baseline characteristic comparisons between groups, these datasets were used for model development and validation, respectively. The differences in clinical indicators between the two patients groups were assessed using the chi-square test and the Wilcoxon rank sum test. In the training group, Lasso regression was utilized to identify variables significantly associated with END. Seven machine learning algorithms-decision tree (DT), random forest (RF), light gradient boosting machine (LGBM), extreme gradient boosting (XGB), K-nearest neighbors (KNN), support vector machine (SVM), and logistic regression (LR)-were employed to develop predictive models. The optimal hyperparameters were determined via grid search integrated with 5-fold cross-validation. The final algorithm was selected based on comprehensive model performance evaluation. Additionally, clinical data of 79 patients with ACI, collected between June 1 to August 31, 2025, were compiled as an independent test set for external validation. The cohort comprised 49 males and 30 females, with a median age of 68 years (interquartile range: 57-72). The SHapley Additive exPlanations (SHAP) method was employed to access feature importance and model interpretability. SHAP dependence plots and interaction plots were utilized to emplore the nonlinear relationships and interaction effects among the featurevariables. Results:Among the 502 patients, 166 experienced END during 7 days of hospitalization. Lasso regression identified nine significant predictors: history of hyperlipidemia, admission NIHSS score, lymphocyte-to-monocyte ratio (LMR), hemoglobin, D-dimer, albumin, neuron-specific enolase (NSE), homocysteine (HCY), and vitamin B12. The area under the receiver operating characteristic curve (AUC) for the seven machine learning models ranged from 0.709 to 0.946. The XGB model achieved the highest predictive performance, with an AUC of 0.946 (95% CI 0.924-0.960) in the training cohort and 0.867 (95% CI 0.902-0.933) in the validation cohort. SHAP analysis revealed that the top five variables contributing to END prediction were admission NIHSS score, HCY, D-dimer, history of hyperlipidemia, and vitamin B12. Conclusion:This study successfully developed a laboratory-based prediction model for END using the XGB machine learning algorithm, which demonstrated strong predictive performance.
4.Preliminary efficacy and safety analysis of modified SIOPEL-4 protocol for newly diagnosed pediatric hepatoblastoma with lung metastases
Jiaxin PENG ; Can HUANG ; An'an ZHANG ; Yali HAN ; Haishan RUAN ; Xiaoxia WANG ; Min XU ; Yuan XIN ; Liting YU ; Zhibao LYU ; Mingxuan FENG ; Shayi JIANG ; Yijin GAO
Chinese Journal of Pediatrics 2025;63(12):1343-1348
Objective:To assess the preliminary efficacy and safety of modified Société Internationale d′Oncologie Pédiatrique Epithelial Liver Tumor Study Group (SIOPEL)-4 protocol for pediatric hepatoblastoma (HB) with lung metastases.Methods:This prospective cohort study enrolled 27 newly diagnosed pediatric HB with lung metastases who received the modified SIOPEL-4 protocol at Shanghai Children′s Medical Center, Shanghai Jiao Tong University School of Medicine, and Shanghai Children′s Hospital between January 2020 to December 2023. Clinical characteristics, lung response rates to induction chemotherapy, treatment outcomes, prognostic factors and sever chemotherapy toxicities at different stages were analyzed. Survival analysis was performed by Kaplan-Meier method. Univariate prognostic analysis was conducted by Log-Rank test.Results:Of the 27 patients, there were 17 males and 10 females, with the age of 21 (15, 33) months. During the follow-up of 31 (12, 45) months for 17 continuous complete remission patients, 4 cases disease progression (2 cases death) and 6 cases relapse were observed. The 2-year event free survival (EFS) and overall survival (OS) rate was (58±11)% and (89±7)%, respectively. All the 27 patients had response to block 1-3 induction chemotherapy (cisplatin+doxorubicin), with 14 cases (52%) achieving complete response and 13 cases (48%) achieving partial response of lung metastatic lesions, the 2-year EFS rate was (81±12)% and (34±14)%, respectively ( χ 2=6.76, P=0.009), the 2-year OS rate was 100% and (79±13)%, respectively ( χ2=2.12, P=0.145). Patients with caudate lobe tumors or ≥10 pulmonary metastatic nodules had significantly lower EFS rates ( χ2=5.36, 7.84, P=0.021, 0.005, respectively). The incidence of grade 3/4 neutropenia after block 1-3 induction chemotherapy, CD (carboplatin+doxorubicin), and VI (vincristine+irinotecan) consolidation chemotherapy was 90% (73/81), 75% (58/77), and 31% (11/35), respectively. The incidence of grade 3/4 thrombocytopenia was 77% (62/81), 69% (53/77), and 14% (5/35), respectively. The incidence of grade 3/4 infections was 64% (52/81), 25% (19/77), and 20% (7/35), respectively. The differences between the groups were statistically significant ( χ2=43.51, 42.69, 33.00, all P<0.001). Two patients (10%) of the 20 evaluable patients for ototoxicity occurred grade 3 and higher hearing impairment, with 1 patient requiring a hearing aid. Conclusions:The modified SIOPEL-4 regimen shows good preliminary efficacy and safety in treating pediatric HB with lung metastases. The prognosis for patients with residual lesions in the lungs after induction chemotherapy needs to be improved. Attention should be given to the ototoxicity induced by high-dose cisplatin chemotherapy.
5.Construction and analysis of a machine learning-based predictive model for early neurological deterioration in patients with acute cerebral infarction
Ben HUANG ; Mingxuan ZHENG ; Shuxian MIAO ; Li WEI ; Yan ZHANG
Chinese Journal of Laboratory Medicine 2025;48(12):1535-1545
Objective:This study aims to develop a laboratory-based predictive model for early neurological deterioration (END) in patients with acute cerebral infarction (ACI) using baseline data collected at hospital admission.Methods:This study was a retrospective cohort study. Clinical and baseline laboratory test data from 502 patients with ACI admitted to the Department of Neurology at our hospital between January 1, 2022 and May 31, 2025. Of these patients, 313 were male and 189 were female, with a median age of 67 years (interquartile range: 58-73). Patients were classified into an END group and a non-END group according to the occurrence of END within 7 days of admission. Subsequently, using the caret package in R (version 4.4.2), the dataset was randomly divided into a training set ( n=351) and a validation set ( n=151) at a 7∶3 ratio, with END status as the stratification variable and a fixed random seed to ensure reproducibility. Following baseline characteristic comparisons between groups, these datasets were used for model development and validation, respectively. The differences in clinical indicators between the two patients groups were assessed using the chi-square test and the Wilcoxon rank sum test. In the training group, Lasso regression was utilized to identify variables significantly associated with END. Seven machine learning algorithms-decision tree (DT), random forest (RF), light gradient boosting machine (LGBM), extreme gradient boosting (XGB), K-nearest neighbors (KNN), support vector machine (SVM), and logistic regression (LR)-were employed to develop predictive models. The optimal hyperparameters were determined via grid search integrated with 5-fold cross-validation. The final algorithm was selected based on comprehensive model performance evaluation. Additionally, clinical data of 79 patients with ACI, collected between June 1 to August 31, 2025, were compiled as an independent test set for external validation. The cohort comprised 49 males and 30 females, with a median age of 68 years (interquartile range: 57-72). The SHapley Additive exPlanations (SHAP) method was employed to access feature importance and model interpretability. SHAP dependence plots and interaction plots were utilized to emplore the nonlinear relationships and interaction effects among the featurevariables. Results:Among the 502 patients, 166 experienced END during 7 days of hospitalization. Lasso regression identified nine significant predictors: history of hyperlipidemia, admission NIHSS score, lymphocyte-to-monocyte ratio (LMR), hemoglobin, D-dimer, albumin, neuron-specific enolase (NSE), homocysteine (HCY), and vitamin B12. The area under the receiver operating characteristic curve (AUC) for the seven machine learning models ranged from 0.709 to 0.946. The XGB model achieved the highest predictive performance, with an AUC of 0.946 (95% CI 0.924-0.960) in the training cohort and 0.867 (95% CI 0.902-0.933) in the validation cohort. SHAP analysis revealed that the top five variables contributing to END prediction were admission NIHSS score, HCY, D-dimer, history of hyperlipidemia, and vitamin B12. Conclusion:This study successfully developed a laboratory-based prediction model for END using the XGB machine learning algorithm, which demonstrated strong predictive performance.
6.Construction of diabetes management strategy in primary care based on the complication screening workstation
Fengnian PEI ; Chengyuan HUANG ; Mingxuan GE ; Shengbo QIN ; Bo XIE ; Haijian GUO ; Zilin SUN ; Shanhu QIU
Chinese Journal of General Practitioners 2024;23(7):747-751
Screening for diabetes and its complications contributes to slowing the progression of diabetes mellitus. Based on the setting of grass-roots diabetes complication screening workstation with the concept of two stages of screening and three levels of prevention, we proposed a hospital-community-family integrated diabetes management strategy. This article discusses the background, organization structure, operation mechanism and implementation process of this strategy, aiming to provide reference for constructing a suitable and practical grass-roots diabetes management model.
7.Exploring the feasibility of endoscopic surgery by gastrointestinal surgeons: surgeon′s perspective
Jun LUO ; Bei LI ; Ying YU ; Tingting HUANG ; Lan CHEN ; Meiwen HE ; Shaowei XIONG ; Mingxuan ZHU ; Zhanlong SHEN ; Guoqing LYU
Chinese Journal of Digestive Surgery 2024;23(8):1123-1126
Due to traditional professional divisions, the practice of endoscopy by gastro-intestinal surgeons in China remains controversial. However, with the evolution of treatment philo-sophies, medical technology, and equipment advancements, a trend of integration between tradi-tional surgery and endoscopy is emerging. Gastrointestinal surgeons performing endoscopy can maxi-mize patient benefits, and they naturally possess advantages in conducting endoscopic procedures. It is recommended to further establish entry thresholds for surgeons to perform endoscopy, provide standardized endoscopic training for surgeons, and coordinate efforts at the administrative depart-ment. With the support of artificial intelligence, more patients can receive minimally invasive, indivi-dualized, and precise treatments.
8.Protective effect of 10-HDA on acute cadmium chloride-induced kidney damage and autophagy protein expression
Linwei LI ; Mingxuan HUANG ; Siyu LU ; Wenqi HUANG ; Yuan GONG ; Jie CHANG
Journal of Environmental and Occupational Medicine 2024;41(2):133-138
Background Acute cadmium (Cd) exposure can cause damage to multiple tissues, with the kidney being the primary target organ. The development of Cd-induced acute kidney injury involves complex mechanisms, in which autophagy and oxidative stress play crucial roles. Objective To investigate the effect of 10-hydroxy-2-decenoic acid (10-HDA) on kidney injury in mice exposed to cadmium, and provide experimental basis for studying the pathogenesis and prevention of Cd poisoning. Methods Thirty-five male C57BL/6 mice were divided into 7 groups (each of 5 mice): control group (normal saline, intraperitoneal injection), CdCl2 group (4 mg·kg−1, intraperitoneal injection), intervention groups ( 4 mg·kg−1 CdCl2, intraperitoneal Injection + 50, 100, 150, or 200 mg·kg−1 10-HDA, oral gavage), and 10-HDA group (150 mg·kg−1, oral gavage). All treatments were given for 14 d. Twenty-four hours after the last infection, physiological indicators [blood urea nitrogen (BUN), creatinine (CRE), malondialdehyde (MDA), and superoxide dismutase (SOD)], histopathological indicators, autophagy-related proteins (Atg7, Atg5, Beclin-1, and LC3), and mitochondrial autophagy-related proteins (PINK1 and Parkin) were detected to examine the effect of 10-HDA on kidney injury caused by CdCl2. Results Compared with the control group, the body weight of mice in the CdCl2 group was significantly reduced (P<0.01); compared with the CdCl2 group, the body weight of mice after intervention with different concentrations of 10-HDA was significantly increased (P<0.01). CdCl2 significantly increased BUN and CRE in the serum samples compared with the control group (P<0.01), which was significantly reduced to varying degrees after 100, 150, and 200 mg·kg−1 10-HDA intervention (P<0.01). MDA significantly increased and SOD significantly decreased in the renal cortex following CdCl2 administration compared with the control group (P<0.01), which was resolved following 10-HDA administration at different concentrations (P<0.01). In histopathological studies, 10-HDA restored injured kidney tissues induced by CdCl2. The expression levels of autophagy proteins Atg7 and LC3-II/I were significantly increased (P<0.05), and the expression level of Beclin-1 was significantly decreased (P<0.05) in the CdCl2 group compared with the control group. The expression levels of Atg7 were reduced to varying degrees after treatment with designed concentrations of 10-HDA, the expression levels of LC3-II/I were also reduced in the 50, 150, and 200 mg·kg−1 10-HDA intervention groups, and the expression levels of Beclin-1 were increased in the 50, 100, and 150 mg·kg−1 10-HDA intervention groups (P<0.05). The expression levels of PINK1 and Parkin in the CdCl2 group and the 50 mg·kg−1 10-HDA intervention group were lower than those in the control group (P<0.01). Compared with the CdCl2 group, the expression levels of PINK1 increased to varying degrees after 100, 150, and 200 mg·kg−1 10-HDA intervention, and the expression levels of Parkin increased in all 10-HDA intervention groups (P<0.01). Conclusion The intervention using 10-HDA can lessen acute kidney injury caused by CdCl2, reduce the expression of autophagy-related proteins, and increase the expression of mitochondrial autophagy-related proteins.
9.Phage antibody library technology in tumor therapy: a review.
Xiaoyang CHEN ; Ruiheng AN ; Ju HUANG ; Youfeng LIANG ; Wenjing ZHANG ; Mingxuan HAO ; Rui GUO ; Xiaoning LI ; Yongchao LI ; Lu YING ; Zhao YANG
Chinese Journal of Biotechnology 2023;39(9):3644-3669
Tumor is a serious threat to human health. At present, surgical resection, chemoradiotherapy, targeted therapy and immunotherapy are the main therapeutic strategies. Monoclonal antibody has gradually become an indispensable drug type in the clinical treatment of cancer due to its high efficiency and low toxicity. Phage antibody library technology (PALT) is a novel monoclonal antibody preparation technique. The recombinant immunoglobulin variable region of heavy chain (VH)/variable region of light chain (VL) gene is integrated into the phage vector, and the antibody is expressed on the phage surface in the form of fusion protein to obtain a diverse antibody library. Through the process of adsorption-elution-amplification, the antibody library can be screened to obtain the antibody molecule with specific binding antigen as well as its gene sequence. PALT has the advantages of short antibody production cycle, strong plasticity of antibody structure, large antibody yield, high diversity and direct production of humanized antibodies. It has been used in screening tumor markers and preparation of antibody drugs for breast cancer, gastric cancer, lung cancer and liver cancer. This article reviews the recent progress and the application of PALT in tumor therapy.
Humans
;
Bacteriophages/genetics*
;
Immunoglobulin Variable Region/genetics*
;
Gene Library
;
Antibodies, Monoclonal/therapeutic use*
;
Immunotherapy
;
Peptide Library
10.Efficacy and Safety of Chinese Medicinal Prescriptions in Treatment of Acute Gouty Arthritis: A Network Meta-analysis
Jinying FANG ; Mingxuan LIU ; Zhenghui HUANG ; Yucao MA ; Yiwen WANG ; Liu LYU ; Chunping LIU ; Wei LI ; Xiaojia ZHENG ; Zhenhong ZHU ; Huachao ZHU ; Jie HU ; Yonghong WANG ; Hailong WANG
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(12):175-184
ObjectiveIn the treatment of acute gouty arthritis (AGA), western medicine is mostly used for anti-inflammatory and analgesic purposes to control the blood uric acid level, but some patients are still at risk of poor control and recurrent attacks. Chinese medicinal prescriptions, potent in resisting inflammation and relieving pain, are able to stabilize the blood uric acid level, reduce acute attacks, and improve the clinical efficacy of western medicine. However, there is a lack of evidence to support their use as evidence-based medicine. This study employed network Meta-analysis (NMA) to evaluate the efficacy and safety of common Chinese medicinal prescriptions in the treatment of AGA, aiming to provide evidence-based medical evidence for the clinical use of Chinese medicinal prescriptions in the treatment of AGA. MethodChinese and English databases were searched for prospective cohort studies and randomized controlled trials (RCTs) on Chinese medicinal prescriptions against AGA from database inception to December 1, 2022. Stata software and Review Manager were used for statistical analysis. ResultForty-four papers with 3 564 cases involved were included in the current NMA. In terms of reducing blood uric acid, the cumulative probability results showed that Mahuang Lianyao Chixiaodou Tang showed optimal efficacy (87.60%). In terms of relieving joint pain, Danggui Niantongtang and Guizhi Shaoyao Zhimutang showed optimal efficacy (92.00% and 82.30%). In terms of improving erythrocyte sedimentation rate (ESR), Simiaowan was superior to other prescriptions (87.00%). In terms of reducing C-reactive protein (CRP), Simiaowan and Baihutang modified with Guizhitang showed superior efficacy (76.00% and 66.10%). In terms of safety, except for the basic treatment group, Mahuang Lianyao Chixiaodou Tang had the lowest probability of adverse events, and Danggui Niantongtang had the highest probability of adverse reactions during treatment. According to the results of cluster analysis, Mahuang Lianyao Chixiaodou Tang and Simiaowan are effective and safe. ConclusionAccording to the results of NMA, Chinese medicinal prescriptions can assist in the treatment of AGA and improve the effectiveness of western medicine. For patients with AGA, clinicians can choose Mahuang Lianyao Chixiaodou Tang or Simiaowan as an auxiliary drug for routine western medicine treatment.

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