1.Risk prediction of Reduning Injection batches by near-infrared spectroscopy combined with multiple machine learning algorithms.
Wen-Yu JIA ; Feng TONG ; Heng-Xu LIU ; Shu-Qin JIN ; Yong-Chao ZHANG ; Chen-Feng ZHANG ; Zhen-Zhong WANG ; Xin ZHANG ; Wei XIAO
China Journal of Chinese Materia Medica 2025;50(2):430-438
In this paper, near-infrared spectroscopy(NIRS) was employed to analyze 129 batches of commercial products of Reduning Injection. The batch reporting rate was estimated according to the report of Reduning Injection in the direct adverse drug reaction(ADR) reporting system of the drug marketing authorization holder of the Center for Drug Reevaluation of the National Medical Products Administration(National Center for ADR Monitoring) from August 2021 to August 2022. According to the batch reporting rate, the samples of Reduning Injection were classified into those with potential risks and those being safe. No processing, random oversampling(ROS), random undersampling(RUS), and synthetic minority over-sampling technique(SMOTE) were then employed to balance the unbalanced data. After the samples were classified according to appropriate sampling methods, competitive adaptive reweighted sampling(CARS), successive projections algorithm(SPA), uninformative variables elimination(UVE), and genetic algorithm(GA) were respectively adopted to screen the features of spectral data. Then, support vector machine(SVM), logistic regression(LR), k-nearest neighbors(KNN), naive bayes(NB), random forest(RF), and artificial neural network(ANN) were adopted to establish the risk prediction models. The effects of the four feature extraction methods on the accuracy of the models were compared. The optimal method was selected, and bayesian optimization was performned to optimize the model parameters to improve the accuracy and robustness of model prediction. To explore the correlations between potential risks of clinical use and quality test data, TreeNet was employed to identify potential quality parameters affecting the clinical safety of Reduning Injection. The results showed that the models established with the SVM, LR, KNN, NB, RF, and ANN algorithms had the F1 scores of 0.85, 0.85, 0.86, 0.80, 0.88, and 0.85 and the accuracy of 88%, 88%, 88%, 85%, 91%, and 88%, respectively, and the prediction time was less than 5 s. The results indicated that the established models were accurate and efficient. Therefore, near infrared spectroscopy combined with machine learning algorithms can quickly predict the potential risks of clinical use of Reduning Injection in batches. Three key quality parameters that may affect clinical safety were identified by TreeNet, which provided a scientific basis for improving the safety standards of Reduning Injection.
Spectroscopy, Near-Infrared/methods*
;
Drugs, Chinese Herbal/administration & dosage*
;
Machine Learning
;
Algorithms
;
Humans
;
Quality Control
2.Clinical study on the efficacy of unicompartmental knee arthroplasty in elderly patients with medial osteoarthritis and anterior cruciate ligament deficiency.
Hai-Song LIANG ; Dong SHENG ; Xiao-Su HUI ; Xin-Wen BAI ; Yu DENG ; Cong-Ke SHU ; Fa-Song XIANG
China Journal of Orthopaedics and Traumatology 2025;38(4):336-342
OBJECTIVE:
To investigate the short-and med-term clinical efficacy of unicompartmental knee arthroplasty(UKA)for the treatment of medial knee osteoarthritis (OA) in elderly patients with anterior cruciate ligament deficiency(ACLD).
METHODS:
A retrospective analysis was conducted on 31 patients aged over 75 years old with primary medial knee OA and ACLD who underwent UKA between January 2018 and December 2022. The cohort included 12 males and 19 females, aged from 75 to 91 years with an average age of (79.56±4.54) years, with 13 left knee, 16 right knee, and 2 bilateral knees. Clinical outcomes were assessed preoperatively and at final follow-up using the visual analogue scale (VAS), Hospital for Special Surgery(HSS) score, range of motion (ROM), hip-knee-ankle angle (HKA), and tibial component posterior slope angle (TCPSA). Complications such as infection, prosthesis wear, prosthesis loosening, and dislocation were also recorded.
RESULTS:
All 31 patients were followed up from 12 to 63 months with an average of (28.34±10.56) months. The average postoperative TCPSA was (4.83±1.31)° ranged from 2.5° to 6.8°. At the final follow-up, there was significant improvement in VAS (3.24±0.53) vs. (6.59±0.69), HSS score (85.19±4.45) vs. (64.38±5.94), ROM (118.83±5.38)° vs. (98.85±4.08)°, and HKA (176.83±5.16)° vs. (169.57±6.28)° compared to preoperative values (P<0.05). No cases of infection, prosthesis loosening, or dislocation were reported.
CONCLUSION
UKA provides favorable short-and mid-term outcomes for elderly patients with medial knee OA and ACLD . However, long-term clinical efficacy needs further investigation through extended follow-up.
Humans
;
Male
;
Female
;
Arthroplasty, Replacement, Knee/methods*
;
Aged
;
Osteoarthritis, Knee/physiopathology*
;
Retrospective Studies
;
Aged, 80 and over
;
Range of Motion, Articular
;
Anterior Cruciate Ligament Injuries/surgery*
3.Control of massive hemorrhage from the presacral venous plexus during the surgery of pelvic fracture using woven gelatin sponge balls:a case report.
Zhi-Jie XI ; Xiang-Bin LIU ; Wei-Xin LI ; Shu-Zhong HUANG ; Jie LI ; Wen SHU ; Zhan-Ying SHI
China Journal of Orthopaedics and Traumatology 2025;38(7):755-758
4.Clinical efficacy of microscopic varicocelectomy versus laparoscopic varicocelectomy in the treatment of varicocele with male infertility.
Yu PAN ; Ling FU ; Xiao-Jing GUO ; Wen-Xin LI ; Lin QIAN ; Lei YU ; Hong-Qiang WANG ; Kai-Shu ZHANG ; Shen-Qian LI ; Qiang LI ; Pei-Tao WANG ; Han-Shu WANG ; Tao JING
National Journal of Andrology 2025;31(4):333-337
OBJECTIVE:
To compare the clinical efficacy between microscopic varicocelectomy and laparoscopic varicocelectomy in the treatment of varicocele(VC)with male infertility.
METHODS:
A total of 307 patients who were diagnosed with VC complicated with male infertility and admitted to the Affiliated Hospital of Qingdao University from October 2018 to October 2022 were recruited for retrospective analysis. The patients were divided into the microscopic group (180 cases) and laparoscopic group (127 cases) according to the surgery method. The pre- and postoperative clinical data of these two groups were analyzed, including the degree of dilatation and reflux time of internal spermatic vein,hemodynamic parameters of testicular capsular artery,proportion of progressive motility spermatozoa (PR), concentration of spermatozoa, proportion of normal morphology sperm,the pregnancy outcome of spouses and the incidence of complications related with surgery within 2 years postoperatively.
RESULTS:
All the surgeries for the 307 patients in this study were successful. There was no significant difference in operation time, hospitalization time and management expenses between the microscopic group and the laparoscopic group (P>0.05). Compared to the patients in laparoscopic group, the patients in the microscopic group received a better improvement in venous diameter, reflux time of spermatic veins and hemodynamic parameters of testicular capsular artery (P<0.05). Moreover, the semen analysis showed that the PR, spermatozoa concentration and proportion of normal morphology sperm in the microscopic group were also obviously increased than those in the laparoscopic group (P<0.05). During the 2-year follow-up period, the conception rate of spouses in the microscopic group was 67.2%, while only 47.2% in the laparoscopic group, in which the difference was statistically significant (P<0.05). Besides, the time-to-pregnancy ( TTP ) within 2 years postoperatively in the microscopic group was significantly shorter than that in the laparoscopic group(P<0.05). Meanwhile, the incidence of adverse pregnancy outcomes in the microscopic group was also significantly lower than that in the laparoscopic group (P<0.05). It is worth mentioned that the spontaneous conception rate of spouses with successful pregnancy in the microscopic group was also significantly higher than that in the laparoscopic group (P<0.05). Severe complication such as testicular atrophy, bleeding and infection did not appear in both of two groups. However, the incidences of testicular hydrocele and recurrence of VC postoperatively in the laparoscopic group were significantly higher than those in the microscopic group (P<0.05).
CONCLUSION
Both microscopic varicocelectomy and laparoscopic varicocelectomy can be applied to the management of VC combined with male infertility. But microscopic varicocelectomy showed better clinical efficacy in improving the testicular hemodynamic parameters, semen quality, pregnancy outcome and postoperative complications, which is worthy of further clinical applications.
Humans
;
Male
;
Varicocele/complications*
;
Laparoscopy
;
Infertility, Male/etiology*
;
Retrospective Studies
;
Adult
;
Microsurgery
;
Treatment Outcome
;
Pregnancy
;
Female
6.Salvianolic Acid B Exerts Antiphotoaging Effect on Ultraviolet B-Irradiated Human Keratinocytes by Alleviating Oxidative Stress via SIRT1 Protein.
Qiao-Ju ZHANG ; Xi LUO ; Yu-Wen ZHENG ; Jun-Qiao ZHENG ; Xin-Ying WU ; Shu-Mei WANG ; Jun SHI
Chinese journal of integrative medicine 2025;31(11):1021-1028
OBJECTIVE:
To explore the anti-photoaging properties of salvianolic acid B (Sal B).
METHODS:
The optimal photoaging model of human immortalized keratinocytes (HaCaT cells) were constructed by expose to ultraviolet B (UVB) radiation. The cells were divided into control, model and different concentrations of Sal B groups. Cell viability was measured via cell counting kit-8. Subsequently, the levels of oxidative stress, including reactive oxygen species (ROS), hydroxyproline (Hyp), catalase (CAT), and glutathione peroxidase (GSH-Px) were detected using the relevant kits. Silent information regulator 1 (SIRT1) protein level was detected using Western blot. The binding pattern of Sal B and SIRT1 was determined via molecular docking.
RESULTS:
Sal B significantly increased the viability of UVB-irradiated HaCaT cells (P<0.05 or P<0.01). Sal B effectively scavenged the accumulation of ROS induced by UVB (P<0.05 or P<0.01). In addition, Sal B modulated oxidative stress by increasing the intracellular concentrations of Hyp and CAT and the activity of GSH-Px (P<0.05 or P<0.01). The Western blot results revealed a substantial increase in SIRT1 protein levels following Sal B administration (P<0.05). Moreover, Sal B exhibited good binding affinity toward SIRT1, with a docking energy of -7.5 kCal/mol.
CONCLUSION
Sal B could improve the repair of photodamaged cells by alleviating cellular oxidative stress and regulating the expression of SIRT1 protein.
Humans
;
Sirtuin 1/metabolism*
;
Ultraviolet Rays
;
Oxidative Stress/radiation effects*
;
Keratinocytes/metabolism*
;
Molecular Docking Simulation
;
Benzofurans/pharmacology*
;
Skin Aging/radiation effects*
;
Reactive Oxygen Species/metabolism*
;
Cell Survival/radiation effects*
;
HaCaT Cells
;
Hydroxyproline/metabolism*
;
Glutathione Peroxidase/metabolism*
;
Catalase/metabolism*
;
Depsides
7.Association of Cytokines with Clinical Indicators in Patients with Drug-Induced Liver Injury
Hua Wei CAO ; Ting Ting JIANG ; Ge SHEN ; Wen DENG ; Yu Shi WANG ; Yu Zi ZHANG ; Xin Xin LI ; Yao LU ; Lu ZHANG ; Yu Ru LIU ; Min CHANG ; Ling Shu WU ; Jiao Yuan GAO ; Xiao Hong HAO ; Xue Xiao CHEN ; Ping Lei HU ; Jiao Meng XU ; Wei YI ; Yao XIE ; Hui Ming LI
Biomedical and Environmental Sciences 2024;37(5):494-502
Objective To explore characteristics of clinical parameters and cytokines in patients with drug-induced liver injury(DILI)caused by different drugs and their correlation with clinical indicators. Method The study was conducted on patients who were up to Review of Uncertainties in Confidence Assessment for Medical Tests(RUCAM)scoring criteria and clinically diagnosed with DILI.Based on Chinese herbal medicine,cardiovascular drugs,non-steroidal anti-inflammatory drugs(NSAIDs),anti-infective drugs,and other drugs,patients were divided into five groups.Cytokines were measured by Luminex technology.Baseline characteristics of clinical biochemical indicators and cytokines in DILI patients and their correlation were analyzed. Results 73 patients were enrolled.Age among five groups was statistically different(P=0.032).Alanine aminotransferase(ALT)(P=0.033)and aspartate aminotransferase(AST)(P=0.007)in NSAIDs group were higher than those in chinese herbal medicine group.Interleukin-6(IL-6)and tumor necrosis factor alpha(TNF-α)in patients with Chinese herbal medicine(IL-6:P<0.001;TNF-α:P<0.001)and cardiovascular medicine(IL-6:P=0.020;TNF-α:P=0.001)were lower than those in NSAIDs group.There was a positive correlation between ALT(r=0.697,P=0.025),AST(r=0.721,P=0.019),and IL-6 in NSAIDs group. Conclusion Older age may be more prone to DILI.Patients with NSAIDs have more severe liver damage in early stages of DILI,TNF-α and IL-6 may partake the inflammatory process of DILI.
8.Clinical and genetic analysis of a patient with short stature due to variant of RPL13 gene
Hanying WEN ; Ke WU ; Qingqing SHU ; Xin HE ; Qingxia XUE
Chinese Journal of Medical Genetics 2024;41(5):586-590
Objective:To analyze the clinical phenotype and genetic characteristics of a patient with Isidor-Toutain spinal epiphyseal dysplasia (SEMD) due to variant of RPL13 gene. Methods:A pregnant woman at 18 weeks of gestation who had presented at Quzhou Maternal and Child Health Care Hospital on January 14, 2023 was selected as the study subject. Whole exome sequencing (WES) was carried out for the patient, and candidate variant was validated by Sanger sequencing and bioinformatic analysis.Results:The woman was 37 years old with extremely short stature (135 cm) and "O" shaped legs. WES revealed that she has harbored a c. 548G>C (p.Arg183Pro) missense variant of the RPL13 gene (NM_000977.4). The same variant was not found in her fetus. Based on the guidelines from the American College of Medical Genetics and Genomics (ACMG), the variant was predicted to be likely pathogenic (PS4+ PM2_Supporting+ PP3+ PP4). Conclusion:Isidor-Toutain type SEMD due to variants of the RPL13 gene may have variable expressivity and diverse clinical phenotypes. Above finding has facilitated the differential diagnosis and genetic counseling for this family.
9.Resveratrol protects dopaminergic neurons in a mouse model of Parkinson's disease by regulating the gut-brain axis via inhibiting the TLR4 signaling pathway
Jianjun GUI ; Xiaodong SUN ; Shu WEN ; Xin LIU ; Bingqing QIN ; Ming SANG
Journal of Southern Medical University 2024;44(2):270-279
Objective To investigate the protective effect of resveratrol on intestinal barrier in 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine(MPTP)-induced Parkinson's disease(PD)mouse models and its mechanism for regulating TLR4/MyD88/NF-κB signaling to protect dopaminergic neurons.Methods Fifty-two C57BL/6J mice were randomized into control group(n= 12),MPTP group(n=14),MPTP+resveratrol(30 mg/kg)group(n=13),and MPTP+resveratrol(90 mg/kg)group(n=13),and mouse models were established by intraperitoneal MPTP(30 mg/kg)injection for 7 days in the latter 3 groups.Behavioral tests were conducted to evaluate the effect of resveratrol on motor symptoms of the mice.Western blotting was used to detect the expression of TH,α-syn,ZO-1,Claudin-1,TLR4,MyD88,and NF-κB in the brain tissues of the mice.Immunohistochemistry,immunofluorescence,ELISA and transmission electron microscopy were used to verify the effect of resveratrol for suppressing inflammation and protecting the intestinal barrier.Results Compared with those in the normal control group,the mice in MPTP group showed significant changes in motor function,number of dopaminergic neurons,neuroinflammation,levels of LPS and LBP,and expressions of tight junction proteins in the intestinal barrier.Resveratrol treatment significantly improved motor function of the PD mice(P<0.01),increased the number of neurons and TH protein expression(P<0.05),down-regulated the expressions of GFAP,Iba-1,and TLR4,lowered fecal and plasma levels of LPS and LBP(P<0.05),restored the expression levels of ZO-1 and Claudin-1(P<0.01),and down-regulated the expressions of TLR4,MyD88,and NF-κB in the colon tissue(P<0.05).The mice with resveratrol treatment at 30 mg/kg showed normal morphology of the tight junction complex with neatly and tightly arranged intestinal villi.Conclusion Resveratrol repairs the intestinal barrier by inhibiting TLR4/MyD88/NF-κB signaling pathway-mediated inflammatory response,thereby improving motor function and neuropathy in mouse models of MPTP-induced PD.
10.Resveratrol protects dopaminergic neurons in a mouse model of Parkinson's disease by regulating the gut-brain axis via inhibiting the TLR4 signaling pathway
Jianjun GUI ; Xiaodong SUN ; Shu WEN ; Xin LIU ; Bingqing QIN ; Ming SANG
Journal of Southern Medical University 2024;44(2):270-279
Objective To investigate the protective effect of resveratrol on intestinal barrier in 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine(MPTP)-induced Parkinson's disease(PD)mouse models and its mechanism for regulating TLR4/MyD88/NF-κB signaling to protect dopaminergic neurons.Methods Fifty-two C57BL/6J mice were randomized into control group(n= 12),MPTP group(n=14),MPTP+resveratrol(30 mg/kg)group(n=13),and MPTP+resveratrol(90 mg/kg)group(n=13),and mouse models were established by intraperitoneal MPTP(30 mg/kg)injection for 7 days in the latter 3 groups.Behavioral tests were conducted to evaluate the effect of resveratrol on motor symptoms of the mice.Western blotting was used to detect the expression of TH,α-syn,ZO-1,Claudin-1,TLR4,MyD88,and NF-κB in the brain tissues of the mice.Immunohistochemistry,immunofluorescence,ELISA and transmission electron microscopy were used to verify the effect of resveratrol for suppressing inflammation and protecting the intestinal barrier.Results Compared with those in the normal control group,the mice in MPTP group showed significant changes in motor function,number of dopaminergic neurons,neuroinflammation,levels of LPS and LBP,and expressions of tight junction proteins in the intestinal barrier.Resveratrol treatment significantly improved motor function of the PD mice(P<0.01),increased the number of neurons and TH protein expression(P<0.05),down-regulated the expressions of GFAP,Iba-1,and TLR4,lowered fecal and plasma levels of LPS and LBP(P<0.05),restored the expression levels of ZO-1 and Claudin-1(P<0.01),and down-regulated the expressions of TLR4,MyD88,and NF-κB in the colon tissue(P<0.05).The mice with resveratrol treatment at 30 mg/kg showed normal morphology of the tight junction complex with neatly and tightly arranged intestinal villi.Conclusion Resveratrol repairs the intestinal barrier by inhibiting TLR4/MyD88/NF-κB signaling pathway-mediated inflammatory response,thereby improving motor function and neuropathy in mouse models of MPTP-induced PD.

Result Analysis
Print
Save
E-mail