1.Prediction of pathological type of early lung adenocarcinoma using machine learning based on SHOX2 and RASSF1A methylation levels
Runqi HUANG ; Guangliang QIANG ; Yifei LIU ; Jiahai SHI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(01):67-72
Objective To explore the accuracy of machine learning algorithms based on SHOX2 and RASSF1A methylation levels in predicting early-stage lung adenocarcinoma pathological types. Methods A retrospective analysis was conducted on formalin-fixed paraffin-embedded (FFPE) specimens from patients who underwent lung tumor resection surgery at Affiliated Hospital of Nantong University from January 2021 to January 2023. Based on the pathological classification of the tumors, patients were divided into three groups: a benign tumor/adenocarcinoma in situ (BT/AIS) group, a minimally invasive adenocarcinoma (MIA) group, and an invasive adenocarcinoma (IA) group. The methylation levels of SHOX2 and RASSF1A in FFPE specimens were measured using the LungMe kit through methylation-specific PCR (MS-PCR). Using the methylation levels of SHOX2 and RASSF1A as predictive variables, various machine learning algorithms (including logistic regression, XGBoost, random forest, and naive Bayes) were employed to predict different lung adenocarcinoma pathological types. Results A total of 272 patients were included. The average ages of patients in the BT/AIS, MIA, and IA groups were 57.97, 61.31, and 63.84 years, respectively. The proportions of female patients were 55.38%, 61.11%, and 61.36%, respectively. In the early-stage lung adenocarcinoma prediction model established based on SHOX2 and RASSF1A methylation levels, the random forest and XGBoost models performed well in predicting each pathological type. The C-statistics of the random forest model for the BT/AIS, MIA, and IA groups were 0.71, 0.72, and 0.78, respectively. The C-statistics of the XGBoost model for the BT/AIS, MIA, and IA groups were 0.70, 0.75, and 0.77, respectively. The naive Bayes model only showed robust performance in the IA group, with a C-statistic of 0.73, indicating some predictive ability. The logistic regression model performed the worst among all groups, showing no predictive ability for any group. Through decision curve analysis, the random forest model demonstrated higher net benefit in predicting BT/AIS and MIA pathological types, indicating its potential value in clinical application. Conclusion Machine learning algorithms based on SHOX2 and RASSF1A methylation levels have high accuracy in predicting early-stage lung adenocarcinoma pathological types.
2.Development status of maternal and child health care institutions in China from 2012 to 2022
Ting HUANG ; Bing WANG ; Wenqiang YIN ; Yifei CAO ; Haoyan DENG ; Jinwei HU ; Zhongming CHEN ; Dongping MA ; Kui SUN ; Hongwei GUO
Chinese Journal of Hospital Administration 2025;41(2):96-103
Objective:To understand the development status of maternal and child health care institutions in China from 2012 to 2022, identify the challenges they face, and provide references for further promoting the high-quality development of these institutions.Methods:Data from the China Health Statistics Yearbook (2013—2015), China Health and Family Planning Statistics Yearbook (2016—2017), and China Health and Wellness Statistics Yearbook (2018—2023) were used. Descriptive analysis was conducted on the data related to resource allocation and utilization efficiency, service provision, income and expenditure structure, and operational status of maternal and child health care institutions in China from 2012 to 2022, using methods such as fixed-base growth rate, year-on-year growth rate, and average annual growth rate. Results:From 2012 to 2022, the number of maternal and child health care institutions in China decreased from 3 044 to 3 031. In terms of resource allocation, the average annual growth rates of bed numbers and business-use floor area were 5.404% and 10.923%, respectively, while the average annual growth rate of health professionals was 7.183%. Regarding service provision, the average annual growth rates of outpatient visits and inpatient admissions were 3.954% and 1.572%, respectively. In terms of service efficiency, the bed occupancy rate decreased from 76.9% to 53.9%, and the average number of patients seen per physician per day decreased from 8.85 to 7.30. In terms of income and expenditure and operations, the income-expenditure surplus rate decreased from 9.16% to 5.41%, and the debt-to-asset ratio increased from 27.88% to 33.60%. During the same period, the average annual growth rates of bed numbers and business-use floor area in grassroots maternal and child health care institutions were 4.545% and 10.091%, respectively, lower than the national average. The number of outpatient visits increased from 89.03 million to 126.93 million, with an average annual growth rate of 3.610%, while the number of inpatient admissions decreased from 4.19 million to 3.91 million, with an average annual decline of 0.689%. The income-expenditure surplus rate of grassroots institutions decreased from 7.76% to 4.05%, 1.36 percentage points lower than the national level, and the debt-to-asset ratio increased from 27.53% to 36.37%, higher than the overall level.Conclusions:From 2012 to 2022, maternal and child health care institutions in China achieved certain developments in resource allocation and service scale. However, several challenges remain, including unbalanced resource allocation, decreased utilization efficiency, slowed growth in medical service volume, imbalanced income and expenditure structure, increased asset operation risks, and restricted development of grassroots institutions. It is recommended that relevant management departments and maternal and child health care institutions optimize resource allocation, plan for service transformation and upgrading, expand income sources, strengthen internal financial control, and reinforce the construction of high-quality and efficient maternal and child health care systems to promote the high-quality development of maternal and child health care institutions in China.
3.Molecular regulatory mechanisms of tuberculous spondylitis
Yanlu LIU ; Tao BAI ; Nianrong HAN ; Wusiman AIKEREMU ; Yifei HUANG ; Wei HU
Chinese Journal of Infection Control 2025;24(9):1215-1221
Objective To identify the potential pathological mechanisms of tuberculous spondylitis(TS).Methods Spinal specimens were collected from 13 TS patients and 13 controls who received treatment at a hospital from March 2021 to March 2023.Specimens were randomly selected from 3 TS patients and 3 controls to perform high-throughput lncRNAs and mRNAs sequencing with Illumina NovaSeq 6000.Differentially expressed lncRNAs(DELncRs)and mRNAs(DEmRs)in TS specimens were identified and analyzed through differential expression,and enrichment analysis was performed.The top 20 DEmRs with high connectivity were identified through protein-protein interaction(PPI)network.Regulatory network of DElncRs and DEmRs was built.Finally,gene expression of the remaining specimens was analyzed using qRT-PCR detection.Results A total of 1 243 DEmRs and 262 DElncRs were identified.Enrichment analysis revealed that muscle contraction,muscle system processes,muscle structural development,PI3K Akt signaling pathway,calcium signaling pathway,and cAMP signaling pathway were activated in TS,while responses to cytokines,cytokine-mediated signaling pathways,regulation of immune system processes,cytokine-cytokine receptor interactions,human T-cell leukemia virus type 1 infection,and phago-somes were inhibited in TS.Three sub-networks were identified in PPI,among which MYL1,TTN,LOC102723407,HLA-A,interleukin(IL)-6,and IL-1β had the highest connectivity and were identified as key DEmRs.MYL1,TTN,and IL-6 were regulated by DElncRs.qRT-PCR validated the differential expression of key DEmRs in TS.Conclusion DEmRs are regulated by lncRNAs and participate in the pathological process of TS,and the immune responses are inhibited in diseases condition.This study reveals key molecules and signaling pathways in TS,providing new insights into the pathological mechanisms of TS,and suggest scientific basis for developing new therapeutic targets.
4.Diagnostic value of targeted next-generation sequencing for community-acquired respiratory virus infections in patients with hematological diseases
Xueyi LUO ; Yuchen YAO ; Rui MA ; Huifang WANG ; Lu BAI ; Wei HAN ; Yifei CHENG ; Feifei TANG ; Xiaojun HUANG ; Yuqian SUN
Chinese Journal of Hematology 2025;46(7):636-641
Objective:To evaluate the diagnostic value of targeted next-generation sequencing (tNGS) of throat swab samples for detecting community-acquired respiratory viruses (CARV) in patients with hematological diseases.Methods:Clinical and laboratory data from 64 episodes involving patients with hematological diseases and suspected infections—who underwent both pharyngeal swab tNGS and CARV polymerase chain reaction (PCR) testing concurrently—were retrospectively analyzed. The cases were drawn from the Department of Hematology, Peking University People’s Hospital, between September 2023 and April 2024. Concordance between tNGS and CARV PCR results, as well as the diagnostic performance of tNGS in detecting CARV, were evaluated.Results:Among the 64 episodes, 29 were clinically diagnosed with respiratory tract infections, including one case of cytomegalovirus pneumonia and 28 CARV-positive cases. The remaining 35 episodes involved patients with fever or respiratory symptoms attributed to other causes, including 14 with extrapulmonary infections and 21 with noninfectious etiologies. The median follow-up duration was 215.5 days (range: 7-271 days). PCR detected 24 strains of seven CARV types, whereas tNGS detected 25 strains of eight CARV types. Using PCR results as the reference standard, the sensitivity, specificity, positive predictive value, negative predictive value and accuracy of tNGS were 85.0%, 88.6%, 77.3%, 92.9%, and 87.5%, respectively. The two methods showed good concordance (Kappa=0.717, P<0.001) . Conclusion:Pharyngeal swab tNGS may serve as a viable alternative to PCR for diagnosing CARV infections in patients with hematological diseases.
5.Development status of maternal and child health care institutions in China from 2012 to 2022
Ting HUANG ; Bing WANG ; Wenqiang YIN ; Yifei CAO ; Haoyan DENG ; Jinwei HU ; Zhongming CHEN ; Dongping MA ; Kui SUN ; Hongwei GUO
Chinese Journal of Hospital Administration 2025;41(2):96-103
Objective:To understand the development status of maternal and child health care institutions in China from 2012 to 2022, identify the challenges they face, and provide references for further promoting the high-quality development of these institutions.Methods:Data from the China Health Statistics Yearbook (2013—2015), China Health and Family Planning Statistics Yearbook (2016—2017), and China Health and Wellness Statistics Yearbook (2018—2023) were used. Descriptive analysis was conducted on the data related to resource allocation and utilization efficiency, service provision, income and expenditure structure, and operational status of maternal and child health care institutions in China from 2012 to 2022, using methods such as fixed-base growth rate, year-on-year growth rate, and average annual growth rate. Results:From 2012 to 2022, the number of maternal and child health care institutions in China decreased from 3 044 to 3 031. In terms of resource allocation, the average annual growth rates of bed numbers and business-use floor area were 5.404% and 10.923%, respectively, while the average annual growth rate of health professionals was 7.183%. Regarding service provision, the average annual growth rates of outpatient visits and inpatient admissions were 3.954% and 1.572%, respectively. In terms of service efficiency, the bed occupancy rate decreased from 76.9% to 53.9%, and the average number of patients seen per physician per day decreased from 8.85 to 7.30. In terms of income and expenditure and operations, the income-expenditure surplus rate decreased from 9.16% to 5.41%, and the debt-to-asset ratio increased from 27.88% to 33.60%. During the same period, the average annual growth rates of bed numbers and business-use floor area in grassroots maternal and child health care institutions were 4.545% and 10.091%, respectively, lower than the national average. The number of outpatient visits increased from 89.03 million to 126.93 million, with an average annual growth rate of 3.610%, while the number of inpatient admissions decreased from 4.19 million to 3.91 million, with an average annual decline of 0.689%. The income-expenditure surplus rate of grassroots institutions decreased from 7.76% to 4.05%, 1.36 percentage points lower than the national level, and the debt-to-asset ratio increased from 27.53% to 36.37%, higher than the overall level.Conclusions:From 2012 to 2022, maternal and child health care institutions in China achieved certain developments in resource allocation and service scale. However, several challenges remain, including unbalanced resource allocation, decreased utilization efficiency, slowed growth in medical service volume, imbalanced income and expenditure structure, increased asset operation risks, and restricted development of grassroots institutions. It is recommended that relevant management departments and maternal and child health care institutions optimize resource allocation, plan for service transformation and upgrading, expand income sources, strengthen internal financial control, and reinforce the construction of high-quality and efficient maternal and child health care systems to promote the high-quality development of maternal and child health care institutions in China.
6.Effect and mechanism of Andrias davidianus skin mucopolysaccharides on full-thickness skin defect wound healing in diabetic mice
Weiming GOU ; Peng YANG ; Yifei LU ; Xiaorong ZHANG ; Yiming QIN ; Jingyuan LI ; Yong HUANG ; Qing ZHANG ; Gaoxing LUO
Chinese Journal of Burns 2025;41(2):127-136
Objective:To explore the effect and mechanism of Andrias davidianus skin mucopolysaccharides (ASMP) on full-thickness skin defect wound healing in diabetic mice. Methods:This study was an experimental study. The ASMP with polysaccharide content of (70.0±0.3)% was prepared; the proliferation activity of human umbilical vein endothelial cells (HUVECs) was detected by cell counting kit-8, showing that the optimal concentration of ASMP was 0.05 mg/mL. The HUVECs were taken and divided into blank control group, vascular endothelial growth factor (VEGF) group, and ASMP group according to the random number table method (the same grouping method below), which were cultured with conventional medium and the media containing 50 ng/mL VEGF and 0.05 mg/mL ASMP, respectively, and then cultured under hypoxic (with volume fraction of oxygen being 5%) and normal-oxygen conditions for 12 hours, and the length of tube formation was observed. Human monocytic leukemia cells were induced with phorbol ester to differentiate into M0 macrophages. These cells were then divided into blank control group, lipopolysaccharide (LPS) group, and ASMP group, which were cultured respectively using conventional medium, LPS-containing medium followed by conventional medium, and LPS-containing medium followed by 0.05 mg/mL ASMP-containing medium. After 48 hours of culture, the expressions of CD86 and CD206 proteins (expressed as relative fluorescence intensity, the same below) were measured by immunofluorescence, and the mRNA expression levels of arginase-1 (Arg1) and CD206 were detected by real-time fluorescence quantitative reverse transcription polymerase chain reaction. Eighteen male C57 mice aged 8-10 weeks were used, and diabetic model was successfully established using streptozotocin combined with a high-fat and high-sugar diet. Full-thickness skin defect wounds were created on the backs of the mice, and the mice were divided into blank control group, alginate dressing group, and ASMP group (with 6 mice in each group), which were treated with physiological saline, alginate dressing, and ASMP, respectively. Wound healing was observed on post injury day (PID) 3, 7, 10, and 14, and the wound healing rates of mice were calculated. On PID 7, the expressions of CD31 and CD206 proteins in the wound tissue of mice were observed by immunofluorescence. On PID 14, the thickness of granulation tissue in wounds of mice was observed by hematoxylin-eosin staining. The sample size for all experiments was 3.Results:After 12 hours of culture in normal-oxygen condition, compared with that in blank control group, the tube formation length of HUVECs in VEGF and ASMP groups was significantly increased (with q values of 10.08 and 16.91, respectively, P<0.05). After 12 hours of culture in hypoxic condition, compared with that in blank control group, the tube formation length of HUVECs in VEGF and ASMP groups was significantly increased (with q values of 11.61 and 16.91, respectively, P<0.05); compared with that in VEGF group, the tube formation length of HUVECs in ASMP group was significantly increased ( q=5.30, P<0.05). After 48 hours of culture, the relative fluorescence intensity of CD206 protein in M0 macrophages in ASMP group was 31.90±1.76, significantly higher than 1.00±0.25 in blank control group and 2.21±0.42 in LPS group (with q values of 50.75 and 48.75, respectively, both P values <0.05); the relative fluorescence intensity of CD86 protein was 5.82±0.63, significantly lower than 53.73±4.61 in LPS group ( q=30.90, P<0.05). After 48 hours of culture, the mRNA expressions of Arg1 and CD206 in M0 macrophages in ASMP group were significantly higher than those in blank control group (with q values of 35.02 and 13.09, respectively, P<0.05) and LPS group (with q values of 32.24 and 11.24, respectively, P<0.05). On PID 3, there was no statistically significant difference in intercomparison in the wound healing rate of mice among the blank control, alginate dressing, and ASMP groups ( P>0.05). Compared with those in blank control group, the wound healing rates of mice in alginate dressing group on PID 10 and 14 were significantly increased (with q values of 11.76 and 12.50, respectively, P<0.05), and the wound healing rates of mice in ASMP group on PID 7, 10, and 14 were significantly increased (with q values of 5.84, 15.90, and 14.96, respectively, P<0.05); compared with those in alginate dressing group, the wound healing rates of mice in ASMP group on PID 7 and 10 were significantly increased (with q values of 4.77 and 4.14, respectively, P<0.05). On PID 7, the relative fluorescence intensity of CD31 protein in wound tissue of mice in alginate dressing and ASMP groups was significantly stronger than that in blank control group (with q values of 7.63 and 16.85, respectively, P<0.05); the relative fluorescence intensity of CD31 protein in wound tissue of mice in ASMP group was significantly stronger than that in alginate dressing group ( q=9.22, P<0.05). On PID 7, the relative fluorescence intensity of CD206 protein in wound tissue of mice in alginate dressing and ASMP groups was significantly stronger than that in blank control group (with q values of 8.76 and 29.36, respectively, P<0.05), and the relative fluorescence intensity of CD206 protein in wound tissue of mice in ASMP group was significantly stronger than that in alginate dressing group ( q=20.61, P<0.05). On PID 14, the wound granulation tissue of mice in ASMP group was thicker compared with that in blank control group and alginate dressing group. Conclusions:ASMP can significantly enhance the ability of new blood vessel formation and optimize the immune microenvironment by promoting HUVEC tube formation as well as inducing macrophages to polarize toward the M2 type, thereby accelerating full-thickness skin defect wound healing in diabetic mice.
7.De Novo Assembly and Phylogenetic Study of Chloroplast Genomes of Five Species of Genus Polygonatum
Wei LI ; Mingyu ZHU ; Yuling ZENG ; Xuan WEN ; Chutong HUANG ; Xinyue FA ; Lin SEN ; Zhigang HU ; Yifei LIU
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(1):36-55
Objective Five chloroplast(cp)genomes from members of genus Polygonatum were assembled by hybrid assembly technique,and their intraspecic and interspecific differences were analyzed by comparative genomic method.Codon usage patterns and influencing factors were determined,and the cp genome data were applied to understand the phylogenomic relationships in the entire genus Polygonatum along with the available data.Methods In this study,the chloroplast genomes of 5 species of genus Polygonatum were assembled using Unicycler software.Sequence alignment,collinearity analysis,boundary analysis and other methods were used to evaluate the interspecific differences of these five species.Nucleotide polymorphism analysis was used to discover the high-variation sites of the five species and their related species,predict the distribution of different long repeat sequences and SSRs,and then analyze the use bias of Polygonatum code.Finally,phylogenetic tree was constructed with the coding sequences of other 47 genus Polygonatum and their closely related species to explore their phylogenetic relationships in this study.Results ①Chloroplast genomes of 155 408-155 623 bp were assembled from five species of Polygonatum.A total of 132-133 genes were annotated,and 369 long repeats and 1553 simple repeats were detected.②The contraction and expansion of chloroplast genomes in 8 species were not obvious at the IRs boundary,and the size and distribution of individual genes at the LSC-IRs-SSC boundary,such as ndhF gene and ycf1 gene,were slightly different.No interspecific or intraspecific rearrangement was observed in 8 species.③ The high-variation regions of the 8 chloroplast genomes are mainly located in two single-copy regions,the duplicate copy region is relatively conserved,and the coding region is more conserved than the non-coding region.High nucleotide polymorphic loci rps16-trnQ,trnS-trnG,trnTUGU-trnL,ndhF-rpl32 and rpl32-trnL are located in the single copy region and most of them are gene spacer regions.④ The codon preference results showed that the codon preference of the five species was similar and mainly affected by selection pressure,and the third base of the codon played A dominant role and mainly ended in A/U.RSCU clustering heat map shows that PK and PZ,PCB and PS have close relationship.⑤ Phylogenetic trees divided 52 species into five branches:Ⅰ,Ⅱ,Ⅲ,ⅣandⅤ.PS,PK,PCB,PCZ and PZ were divided into ⅣandⅤbranches,among which PK and PZ were most closely related,while PCZ was more distant than the other four,was divided into the Ⅴbranch alone.Conclusion This study provided a reference for the phylogenetic research and molecular marker development of the medicinal plants of the Polygonum genus.
8.Portal vein pressure and the risk of rupture and bleeding of esophageal and gastric varices in porto-sinusoidal vascular disease
Yifei LIU ; Siyu JIANG ; Sanqiang WANG ; Xiaoquan HUANG ; Shiyao CHEN
Journal of Chinese Physician 2025;27(4):486-490
Objective:To explore the clinical characteristics of patients with porto-sinusoidal vascular disease (PSVD) complicated with esophageal and gastric varices, and to evaluate the effect of portal vein pressure (PVP) on esophageal and gastric varices bleeding and rebleeding after endoscopic treatment.Methods:Patients who were hospitalized in the Department of Gastroenterology of the Zhongshan Hospital, Fudan University due to portal hypertension from July 2022 to October 2024, underwent liver biopsy for diagnosis of PSVD, and received direct PVP measurement were included. Their clinical manifestations, liver histopathological characteristics were analyzed, and the prognosis was followed up.Results:A total of 29 patients were included, and 19 patients had experienced rupture and bleeding of esophageal and gastric varices. Compared with the non-bleeding group, the hemoglobin level of patients in the bleeding group was lower and the international normalized ratio was higher (all P<0.05). There was no statistically significant difference between the two groups in other laboratory examination indicators, complications of portal hypertension, combined diseases, etc. (all P>0.05). The pathology of liver biopsy suggests that dilation of the hepatic sinuses and abnormalities of the central vein are common pathological changes. The direct PVP of patients in the bleeding group was significantly higher than that in the non-bleeding group [28.0(24.5-31.0)mmHg vs 18.5(10.5-23.8)mmHg, P=0.011]. However, there was no statistically significant difference in the measured values of liver wedge pressure, free pressure and hepatic venous pressure gradient (HVPG) between the two groups of patients (all P>0.05). Correlation analysis revealed that there was no significant correlation between HVPG and PVP ( R2=0.129 9, P=0.076 7). Grouped according to the median PVP value of 25 mmHg, the risk of esophageal and gastric variceal rupture and bleeding in the high PVP group (≥25 mmHg) was significantly higher than that in the low PVP group (<25 mmHg) (14/16 vs 5/13, P=0.016). The risk of rebleeding after endoscopic treatment in patients with high PVP (4/13) was higher than that in patients with low PVP (0/4). Conclusions:Patients with porto-sinusoidal vascular disease complicated with portal hypertension are often accompanied by rupture and bleeding of esophageal and gastric varices. HVPG cannot accurately reflect the portal vein pressure. The risk of rupture and bleeding of esophageal and gastric varices and rebleeding in patients with elevated portal vein pressure is significantly increased.
9.Mechanism by which programmed cell death protein 1 influences osteoblast differentiation under high-glucose conditions
Wanli ZHANG ; Tao BAI ; Nianrong HAN ; AKRAM·OSMAN ; Yanlu LIU ; Yifei HUANG ; Wei HU
Chinese Journal of Tissue Engineering Research 2025;29(17):3521-3528
BACKGROUND:Programmed cell death protein 1 belongs to the immunoglobulin gene superfamily and can regulate the differentiation of osteoblasts and affect bone homeostasis.However,there are few studies on the regulatory role and mechanism of programmed cell death protein 1 in diabetic osteoporosis.OBJECTIVE:To investigate the regulatory role and mechanism of programmed cell death protein 1 on osteogenic differentiation of rat bone marrow mesenchymal stem cells under high-glucose environment.METHODS:(1)Animal experiment:A total of 12 Sprageu-Dawley rats were randomized into a control group(n=6)and a model group(n=6).The control group was fed routinely,whereas the model group was injected intraperitoneally with streptozotocin to establish a model of type 1 diabetes mellitus,and the high-fat feed was fed for 8 weeks to establish a model of type 1 diabetic osteoporosis.After 8 weeks of feeding,the femurs of rats in the two groups were taken and subjected to hematoxylin-eosin staining and micro-CT assay.The mRNA expression of programmed cell death protein 1 and programmed death ligand 1 was detected.(2)Cell experiment:Passage 3 rat bone marrow mesenchymal stem cells were randomly divided into four groups:normal control group,high-glucose model group cultured in low glucose medium,programmed cell death protein 1-silenced group transfected with programmed cell death protein 1 siRNA,and programmed cell death protein 1-silenced null group transfected with siRNA-NC.After 48 hours of transfection,the normal control group was cultured in a new low-glucose medium,and the other three groups were cultured in a high-glucose medium for another 48 hours of culture followed by osteogenic induction.After 21 days of osteogenic induction,alizarin red staining,and qRT-PCR(programmed cell death protein 1 and RUNX2 mRNA expression)and western blot(β-catenin,GSK-3β,p-GSK-3β and Axin2 protein expression)were performed.RESULTS AND CONCLUSION:In the animal experiment,hematoxylin-eosin staining and micro-CT assay showed successful modeling of type 1 diabetic osteoporosis in the model group.qRT-PCR assay showed that the mRNA expression of programmed cell death protein 1 and programmed cell death ligand 1 was higher in the model group than the control group(P<0.05).In the cell experiment,the results of alizarin red staining showed that the ability of mineralized nodule formation was lower in the high-glucose model group and the programmed cell death protein 1-silenced null group than in the control group and the programmed cell death protein 1-silenced group.Compared with the normal control group,the programmed cell death protein 1 mRNA expression and GSK3β and Axin2 protein expression were elevated in the high-glucose model group and the programmed cell death protein 1-silenced null group(P<0.05),and the RUNX2 mRNA expression and p-GSK3β and β-catenin protein expression were decreased(P<0.05).Compared with the high-glucose model group and the programmed cell death protein 1-silenced null group,programmed cell death protein 1 mRNA expression and GSK3β and Axin2 protein expression were decreased in the programmed cell death protein 1-silenced group(P<0.05),and RUNX2 mRNA expression and p-GSK3β and β-catenin protein expression were elevated(P<0.05).To conclude,programmed cell death protein 1 silencing can activate the Wnt/β-catenin and improve the osteogenic differentiation of rat bone marrow mesenchymal stem cells under high-glucose conditions.
10.Programmed death receptor 1 inhibits osteogenic differentiation of rat bone marrow mesenchymal stem cells in a high glucose environment
Nianrong HAN ; Yifei HUANG ; Akram·Osman ; Yanlu LIU ; Wei HU
Chinese Journal of Tissue Engineering Research 2025;29(19):3961-3967
BACKGROUND:The mechanism of programmed death receptor-1(PD-1)effect on osteogenic differentiation of bone marrow mesenchymal stem cells in high glucose environment remains unclear. OBJECTIVE:To explore the effect of PD-1 on osteogenic differentiation of rat bone marrow mesenchymal stem cells in high glucose environment and its regulatory mechanism. METHODS:Rat bone marrow mesenchymal stem cells were randomly divided into normal glucose group(5.6 mmol/L),high glucose group(30 mmol/L),PD-1 overexpression group,PD-1 overexpression no-load group,PD-1 knockdown group,PD-1 knockdown no-load group,and PI3K/AKT pathway inhibitor group(PD-1 knockdown+5 μmol/L LY294002).Rat bone marrow mesenchymal stem cells were cultured in high glucose to simulate the diabetic environment in vitro.The mRNA expression of PD-1 and ligand PD-L1 and the mRNA expression of osteogenic markers Runx2 and OSX in rat bone marrow mesenchymal stem cells were detected by qRT-PCR.The osteogenic differentiation ability was observed by alkaline phosphatase staining and alizarin red staining.Cell proliferation was detected by CCK-8 assay.The protein expressions of PD-1,PD-L1,p-PI3K,and p-AKT were detected by western blot assay. RESULTS AND CONCLUSION:(1)The levels of PD-1 and PD-L1 were significantly increased in the high glucose environment in vitro,and the osteogenic differentiation ability of bone marrow mesenchymal stem cells was inhibited in the high glucose environment.(2)Knockdown of PD-1 expression could promote osteogenic differentiation of bone marrow mesenchymal stem cells,increase cell proliferation activity,and activate the PI3K/AKT pathway.(3)After addition of PI3K/AKT pathway inhibitor LY294002,the ability of bone marrow mesenchymal stem cells to differentiate into osteoblasts decreased.The results show that PD-1 is dependent on the PI3K/AKT signaling pathway to inhibit osteogenic differentiation of rat bone marrow mesenchymal stem cells under high glucose environment.

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