1.Systematic review of risk predictive models for chemotherapy-induced myelosuppression in breast cancer
Yang LIU ; Hongjian LI ; Jianhua WU ; Xuetao LIU ; Min JIAO ; Luhai YU
China Pharmacy 2025;36(5):612-618
OBJECTIVE To systematically evaluate risk prediction models for chemotherapy-induced myelosuppression in breast cancer, and provide a scientific reference for clinical healthcare workers in selecting or developing effective predictive models. METHODS A systematic search was conducted for studies on predictive models of the risk of chemotherapy-induced myelosuppression in breast cancer across the CNKI, VIP, Wanfang, PubMed, Web of Science, Cochrane Library, Embase, and Scopus databases, with a time frame of the establishment of the database to May 7, 2024. Literature was independently screened by 2 investigators, data were extracted according to critical appraisal and data extraction for systematic reviews of predictive model studies, and the risk of bias evaluation tool for predictive model studies was used to analyze the risk of bias and applicability of the included studies. RESULTS There were totally 7 studies, comprising 12 models. Among them, 11 models indicated an area under the subject operating characteristic curve of 0.600-0.908; 2 models indicated calibration. The common predictor variables of the included models were age, pre-chemotherapy neutrophil count, pre-chemotherapy lymphocyte count, and pre-chemotherapy albumin. The overall risk of bias of the 7 studies was high, which was mainly attributed to the flaws in the study design, insufficient sample sizes, inappropriate treatment of variables, non-reporting of missing data, and the lack of indicators for the assessment of the models, but the applicability was good. CONCLUSIONS The predictive performance of risk predictive models for chemotherapy-induced myelosuppression in breast cancer remains to be further enhanced, and the overall risk of model bias is high. Future studies should follow the specifications of model development and reporting, then combine machine learning algorithms to develop risk predictive models with good predictive performance, high stability, and low risk of bias, so as to provide a decision-making basis for the clinic.
2.Construction of a predictive model for the efficacy of SNRI antidepressants in inpatients with moderate and severe depression based on machine learning
Xuetao LIU ; Yang LIU ; Hongjian LI ; Jianhua WU ; Siming LIU ; Ming JIAO ; Luhai YU
China Pharmacy 2025;36(15):1936-1941
OBJECTIVE To construct a prediction model for the efficacy of serotonin-norepinephrine reuptake inhibitor (SNRI) in inpatients with moderate and severe depression by using a machine learning method. METHODS The case records of inpatients with moderate and severe depression treated with SNRI antidepressants were collected from a third-grade class-A hospital in Xinjiang from January 2022 to October 2024; those patients were divided into effective group and ineffective group based on the Hamilton depression scale-24 score reduction rate. After screening the characteristic variables related to the therapeutic efficacy of SNRI drugs through LASSO regression, five prediction models including support vector machine, k-nearest neighbor, random forest, lightweight gradient boosting machine and extreme gradient boosting were constructed using the training set. Bayesian optimization was used to adjust the hyperparameters of these models. The performance of the models was evaluated in the validation set to select the optimal model. The Shapley additive explanations method was used to perform explainable analysis on the best model. RESULTS The medical records from 355 hospitalized patients with moderate and severe depression were collected, comprising 285 cases in the effective group and 70 cases in the ineffective group, resulting in an overall therapeutic response rate of 80.28%. After feature variable screening, five characteristic variables for therapeutic efficacy were obtained, including Hamilton anxiety scale, blood urea nitrogen, combination of anti-anxiety drugs, drinking history, and first onset of the disease. Compared with other models, the random forest model performed the best. The area under the receiver operating characteristic curve was 0.85, the area under the precision-recall curve was 0.87, the accuracy was 0.74, and the recall rate value was 0.75. CONCLUSIONS The random forest model constructed based on five characteristic variables demonstrates potential for predicting the therapeutic efficacy of SNRI antidepressants in hospitalized patients with moderate and severe depression.
3.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
4.Inhaled non-viral delivery systems for RNA therapeutics.
Cheng HUANG ; Hongjian LI ; Xing DUAN ; Peidong ZHANG ; Shaolong QI ; Jianshi DU ; Xiangrong SONG ; Aiping TONG ; Guocan YU
Acta Pharmaceutica Sinica B 2025;15(5):2402-2430
RNA-based gene therapy has been widely used for various diseases, and extensive studies have proved that suitable delivery routes greatly help the development of RNA therapeutics. Identifying a safe and effective delivery system is key to realizing RNA therapeutics' clinical translation. Inhalation is a non-invasive pulmonary delivery modality that can enhance the retention of therapeutic agents in the lungs with negligible toxicity, thereby improving patient compliance. Inhaled RNA therapeutics are increasingly becoming an area of focus for researchers; however, only several clinical trials have explored inhaled delivery of RNA for pulmonary diseases. This review presents an overview of recent advances in inhaled delivery systems for RNA therapeutics, including viral and nonviral systems, highlighting state of the art regarding inhalation in the messenger RNA (mRNA) field. We also summarize the applications of mRNA inhalants in infectious and other lung diseases. Simultaneously, the research progresses on small interfering RNAs (siRNAs), antisense oligonucleotides (ASOs), and different types of RNA are also discussed to provide new strategies for developing RNA inhalation therapy. Finally, we clarify the challenges inhaled RNA-based therapeutics face before their widespread adoption and provide insights to help advance this exciting field to the bedside.
5.Robot-assisted laparoscopic ureteroplasty with buccal mucosa graft for complex ureteral stricture
Yicen YING ; Yicong DU ; Zhihua LI ; Yiming ZHANG ; Xinfei LI ; Bing WANG ; Peng ZHANG ; Hongjian ZHU ; Liqun ZHOU ; Kunlin YANG ; Xuesong LI
Journal of Peking University(Health Sciences) 2024;56(4):640-645
Objective:To investigate the feasibility,safety and effectiveness of robot-assisted laparo-scopic buccal mucosa graft ureteroplasty in the treatment of complex long proximal ureteral stricture.Methods:The clinical data of 20 patients with proximal ureteral stricture undergoing robot-assisted lapa-roscopic buccal mucosa graft ureteroplasty admitted to the Department of Urology,Peking University First Hospital and Beijing Jiangong Hospital from July 2022 to January 2023 were prospectively collected and analyzed.Intraoperative conditions,postoperative complications and follow-up data were also recorded and analyzed.Results:The operations under robot-assisted laparoscopy were performed successfully in all the 20 patients without conversion to traditional laparoscopic surgery or open surgery.The study in-cluded 14 males and 6 females with a mean age of(41±11)years(range:19 to 60 years)and a mean body mass index of(24.3±3.6)kg/m2(range:18.2 to 31.8 kg/m2).There were 9 cases on the left side and 11 cases on the right side.The strictures of all the patients were located in the proximal segment of the ureter(including the ureteropelvic junction).The mean preoperative serum creatinine was(92.2±23.3)μmol/L(range:49.2 to 138.9 μmol/L),and the mean length of ureteral stricture was(2.8±0.9)cm(range:1.0 to 4.0 cm).Ten patients had previously undergone unsuccessful reconstructive surgery.During the operation,12 patients received posteriorly augmented anastomosis with ventral onlay.The mean length of the buccal mucosa graft harvested during the operation was(3.1±0.6)cm(range:2.0 to 4.3 cm),and the median width was 1.5 cm(range:1.0 to 2.0 cm).The omentum flap was used to wrap the reconstructed ureteral segment in all the 20 cases.The median operative time was 154 min(range:113 to 300 min),and the median estimated blood loss was 45 mL(range:0 to 100 mL).The median postoperative hospital stay was 4 d(range:4 to 14 d).The mean postoperative follow-up time was(15.0±1.7)months(range:12.5 to 17.9 months),and the surgical success rate was 100.0%in this study.After surgery,11 patients reported mild discomfort at the oral donor site,2 patients deve-loped urinary tract infection,and no postoperative complications were reported in the other 7 patients.The mean serum creatinine was(90.9±23.9)μmol/L(range:60.0 to 153.0 μmol/L)six months after surgery.Conclusion:Robot-assisted laparoscopic buccal mucosa graft ureteroplasty for the treatment of complex long proximal ureteral stricture has satisfactory efficacy without severe complications,which has shown good feasibility,safety and effectiveness.However,large sample studies and long-term follow-up are still needed to evaluate its long-term efficacy.
6.Effects of pharyngeal cavity and mentolingual muscle exercise on polysomnography,cardiac function and MACE in patients with mild OSAHS left after palatopharyngoplasty with diastolic cardiac dysfunction
Sheng LI ; Mang XIAO ; Xiaohua JIANG ; Qingye YANG ; Jinshan LAN ; Hongjian LIAO ; Hongwei ZHANG ; Yin FU
Chinese Archives of Otolaryngology-Head and Neck Surgery 2024;31(7):461-466
OBJECTIVE To investigate the effect of pharyngeal cavity and genoglossus muscle exercises in patients with mild obstructive sleep apnea syndrome(OSAHS)left over after palatopharyngoplasty with diastolic cardiac dysfunction.METHODS A total of 75 patients with mild OSAHS left after palatopharyngoplasty with diastolic cardiac dysfunction from January 2021 to August 2023 were selected for retrospective study.Among them,37 patients underwent pharyngeal cavity and mentoglossum muscle exercise(observation group),while 38 patients did not(control group).Using postoperative data as baseline value.mean blood oxygen saturation(MSpO2),lowest oxygen saturation(LSpO2),sleep efficiency,apnea index(AI),sleep latency,apnea hypopnea index(AHI),hypopnea index(HI),microarousal index(MAI),rapid eye movement latency,arterial blood pressure of carbon dioxide(PaCO2),pH,arterial partial oxygen pressure(PaO2),left ventricular end-systolic diameter(LVDs),blood lactic acid,left ventricular ejection fraction(LVEF),Tei index,left ventricular end-diastolic diameter(LVDd),daytime Epworth sleepiness scale(ESS)score,Pittsburgh sleep quality index(PSQI)score and incidence of adverse cardiovascular events(MACE)were compared at baseline and 3 months later.RESULTS After 3 months,AHI,HI and AI in observation group were lower than those in control group,and MSpO2 and LSpO2 were higher than those in control group(P<0.05);Sleep efficiency of observation group was higher than control group,daytime ESS score,PSQI score and MAI were lower than control group(P<0.05).There were no significant differences in PaCO2,LVDd,PaO2,blood lactic acid,sleep latency,pH,LVEF,rapid eye movement latency,LVDd,Tei index between the observation group and the control group(P>0.05).The incidence of MACE in the observation group was 5.41%(2/37),compared with 13.16%(5/38)in the control group,there was no significant difference(P>0.05).CONCLUSION In patients with mild OSAHS left after palatopharyngoplasty with diastolic cardiac dysfunction,the exercise of pharyngeal cavity and genoglossus can improve hypopnea,alleviate clinical symptoms and improve sleep quality,but it has limited effect on the improvement of cardiac function.
7.Clinical guidelines for the diagnosis and treatment of osteoporotic thoracolumbar vertebral fracture with kyphotic deformity in the elderly (version 2024)
Jian CHEN ; Qingqing LI ; Jun GU ; Zhiyi HU ; Shujie ZHAO ; Zhenfei HUANG ; Tao JIANG ; Wei ZHOU ; Xiaojian CAO ; Yongxin REN ; Weihua CAI ; Lipeng YU ; Tao SUI ; Qian WANG ; Pengyu TANG ; Mengyuan WU ; Weihu MA ; Xuhua LU ; Hongjian LIU ; Zhongmin ZHANG ; Xiaozhong ZHOU ; Baorong HE ; Kainan LI ; Tengbo YU ; Xiaodong GUO ; Yongxiang WANG ; Yong HAI ; Jiangang SHI ; Baoshan XU ; Weishi LI ; Jinglong YAN ; Guangzhi NING ; Yongfei GUO ; Zhijun QIAO ; Feng ZHANG ; Fubing WANG ; Fuyang CHEN ; Yan JIA ; Xiaohua ZHOU ; Yuhui PENG ; Jin FAN ; Guoyong YIN
Chinese Journal of Trauma 2024;40(11):961-973
The incidence of osteoporotic thoracolumbar vertebral fracture (OTLVF) in the elderly is gradually increasing. The kyphotic deformity caused by various factors has become an important characteristic of OTLVF and has received increasing attention. Its clinical manifestations include pain, delayed nerve damage, sagittal imbalance, etc. Currently, the definition and diagnosis of OTLVF with kyphotic deformity in the elderly are still unclear. Although there are many treatment options, they are controversial. Existing guidelines or consensuses pay little attention to this type of fracture with kyphotic deformity. To this end, the Lumbar Education Working Group of the Spine Branch of the Chinese Medicine Education Association and Editorial Committee of Chinese Journal of Trauma organized the experts in the relevant fields to jointly develop Clinical guidelines for the diagnosis and treatment of osteoporotic thoracolumbar vertebral fractures with kyphotic deformity in the elderly ( version 2024), based on evidence-based medical advancements and the principles of scientificity, practicality, and advanced nature, which provided 18 recommendations to standardize the clinical diagnosis and treatment.
8.Role of UBC9-mediated SUMO modification in homocysteine-induced pyroptosis of macrophages
Lingju MA ; Hongyang CHI ; Xinxue WU ; Fujun MA ; Yancheng TIAN ; Caiqi ZHAO ; Tianyu HE ; Hongjian PENG ; Yideng JIANG ; Li YANG ; Hui HUANG ; Shengchao MA
Chinese Journal of Comparative Medicine 2024;34(6):11-17
Objective To study the role of ubiquitin-conjugating enzyme 9(UBC9)in the pyroptosis of homocysteine-induced macrophages mediated by small ubiquitin-like modifier(SUMO)modification.Methods First,the effects of homocysteine at different concentrations(0 μmol/L,50 μ.mol/L,100 μmol/L,150 μmol/L and 200 μmol/L)on the viability and pyrodeath of mouse macrophages(RAW264.7)were detected by CCK-8 and Western blot.Western blot was used to detect the expression levels of UBC9,SUMO-1,and the inflammatory cytokine IL-1β in different groups of cells.qRT-PCR was used to detect the mRNA expression of UBC9 before and after RNA interference and the expression of UBC9,pyrogen-related protein,and SUMO-1 after RNA interference.Results After stimulation with 100 μmol/L homocysteine,the effect of macrophage activity was minimal,and NLRP3 and Caspase-1 were the proteins with the most obvious increase in expression(P<0.05).Compared with the Control group,the Hcy group's expression of IL-1β and SUMO-1 was increased(P<0.01).Compared with the Control group,the Hcy group's UBC9 protein and mRNA levels were increased(P<0.05).The expression of NLRP3,Caspase-1,IL-1β,UBC9,and SUMO-1 was decreased in the si-UBC9+Hcy group compared with the si-NC+Hcy group(P<0.01).Conclusions Homocysteine induces pyroptosis in macrophages,and its mechanism of action is related to the up-regulation of UBC9 to induce SUMO modification.
9.Role of specific lncSLC25a6 in homocysteine-induced cuproptosis in rat cardiomyocytes
Shujuan LI ; Hui HUANG ; Hongyang CHI ; Lexin WANG ; Tianyu HE ; Fu-Jun MA ; Yancheng TIAN ; Caiqi ZHAO ; Hongjian PENG ; Yideng JIANG ; Li YANG ; Shengchao MA
Chinese Journal of Pathophysiology 2024;40(8):1399-1407
AIM:To investigate the role of specific long noncoding RNA SLC25a6(lncSLC25a6)in homocys-teine(Hcy)-induced cuproptosis in cardiomyocytes.METHODS:Rat cardiomyocytes were cultured in vitro and divided into control group and Hcy group.After 48 h of intervention,the expression levels of cuproptosis-related proteins,ferre-doxin 1(FDX1)and heat shock protein 70(HSP70),were detected by Western blot and immunofluorescence staining.The oxidative stress state of cardiomyocytes was assessed using fluorescence staining,and the intracellular Cu2+levels were measured using a copper ion assay kit.Furthermore,the impact of Hcy on the expression of cuproptosis-related proteins in cardiomyocytes was analyzed following overexpression of lncSLC25a6.RESULTS:Compared with the control group,80 μmol/L Hcy significantly accelerated cardiomyocyte damage,with a notable underexpression of lncSLC25a6(P<0.05).Western blot results indicated that,compared with the control group,the expression level of FDX1 in the Hcy intervention group was significantly reduced(P<0.05),while the expression level of HSP70 was significantly elevated(P<0.05),and the expression level of copper ions in cardiomyocytes of the Hcy group was increased(P<0.05).Immunofluorescence staining showed a significant reduction in FDX1 fluorescence intensity and a significant increase in HSP70 fluorescence in-tensity in the Hcy group.Further overexpression of lncSLC25a6 significantly mitigated Hcy-induced cuproptosis in cardio-myocytes,resulting in elevated expression of FDX1 and reduced expression of HSP70(P<0.05).Pearson correlation analysis demonstrated that the expression level of lncSLC25a6 was negatively correlated with FDX1 protein expression(r=-0.676,P=0.046)and positively correlated with HSP70 expression(r=0.680,P=0.044).CONCLUSION:lnc-SLC25a6 significantly mitigates Hcy-induced cuproptosis in cardiomyocytes,positioning it as a potential therapeutic target for managing Hcy-induced cardiac injury.
10.Application and economic effects of digital three-dimensional reconstruction in hip hemiarthroplasty for intertrochanteric femoral fractures in the elderly
Peng LI ; Xiaosong HAN ; Bingyan XIANG ; Yingyi HE ; Kun HUANG ; Li LIU ; Hongjian LUO ; Shiqiang RUAN
Chinese Journal of Tissue Engineering Research 2024;28(18):2814-2818
BACKGROUND:Digital three-dimensional reconstruction technology is gradually applied to orthopedic diseases with the advantages of visualization,accuracy and non-invasiveness,but there is less evidence-based support for its use in artificial hip hemiarthroplasty for intertrochanteric fractures of the femur in the elderly. OBJECTIVE:To investigate the application value and economic effects of digital three-dimensional reconstruction techniques in artificial hip hemiarthroplasty of intertrochanteric fractures of the femur in the elderly. METHODS:One hundred and thirty elderly patients with intertrochanteric femur fractures admitted to Zunyi First People's Hospital from January 2019 to December 2022 were selected and randomly divided into a control group(n=65)and an observation group(n=65).Artificial hip hemiarthroplasty was performed in both groups.The control group adopted the film template measurement method for manual preoperative planning while the observation group adopted a digital three-dimensional reconstruction technique.Preoperative planning and intraoperative actual application of prosthesis compliance rate,fibrinogen,D-dimer,bilateral femoral eccentric distance difference,bilateral lower limb length difference,Harris hip function score,visual analog scale score,excellent and good rate of hip function,complications,and hospitalization cost were observed in both groups. RESULTS AND CONCLUSION:(1)The proportion of acetabular side and femoral side prosthesis in grade 0(fully compliant)was higher in the observation group than that in the control group(P<0.05).(2)Fibrinogen and D-dimer levels in the observation group were lower than those in the control group 3 days after surgery(P<0.05).(3)The difference in bilateral femoral eccentric distance and the difference in bilateral lower limb length in the observation group were smaller than those in the control group immediately after surgery(P<0.05).The differences in Harris and visual analog scale scores were not significantly different between the two groups preoperatively,6 and 12 months postoperatively(P>0.05).There was no significant difference in excellent and good rate of hip function between the two groups 12 months postoperatively(P>0.05).(4)There was no significant difference in the complication rate between the two groups(P>0.05).The hospitalization cost of the observation group was higher than that of the control group(P<0.05).(5)It is indicated that digital three-dimensional reconstruction technology applied in artificial hip hemiarthroplasty of intertrochanteric femoral fracture in the elderly can not only accurately determine the prosthesis type before surgery,but also accurately reconstruct the bilateral lower limbs offline,but its hospitalization cost is high.

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