1.Identification of ferroptosis signature genes in osteoarthritis based on WGCNA and machine learning and experimental validation
Wenfei XU ; Chunyu MING ; Kan DUAN ; Changshen YUAN ; Jinrong GUO ; Qi HU ; Chao ZENG ; Qijie MEI
Chinese Journal of Tissue Engineering Research 2024;28(30):4909-4914
BACKGROUND:Ferroptosis is strongly associated with the occurrence and progression of osteoarthritis,but the specific characteristic genes and regulatory mechanisms are not known. OBJECTIVE:To identify osteoarthritis ferroptosis signature genes and immune infiltration analysis using the WGCNA and various machine learning methods. METHODS:The osteoarthritis dataset was downloaded from the GEO database and ferroptosis-related genes were obtained from the FerrDb website.R language was used to batch correct the osteoarthritis dataset,extract osteoarthritis ferroptosis genes and perform differential analysis,analyze differentially expressed genes for GO function and KEGG signaling pathway.WGCNA analysis and machine learning(random forest,LASSO regression,and SVM-RFE analysis)were also used to screen osteoarthritis ferroptosis signature genes.The in vitro cell experiments were performed to divide chondrocytes into normal and osteoarthritis model groups.The dataset and qPCR were used to verify expression and correlate immune infiltration analysis. RESULTS AND CONCLUSION:(1)12 548 osteoarthritis genes were obtained by batch correction and PCA analysis,while 484 ferroptosis genes were obtained,resulting in 24 differentially expressed genes of osteoarthritis ferroptosis.(2)GO analysis mainly involved biological processes such as response to oxidative stress and response to organophosphorus,cellular components such as apical and apical plasma membranes,and molecular functions such as heme binding and tetrapyrrole binding.(3)KEGG analysis exhibited that differentially expressed genes of osteoarthritis ferroptosis were related to signaling pathways such as the interleukin 17 signaling pathway and tumor necrosis factor signaling pathway.(4)After using WGCNA analysis and machine learning screening,we obtained the characteristic gene KLF2.After validation by gene microarray,we found that the gene expression of KLF2 was higher in the test group than in the control group in the meniscus(P=0.000 14).(5)In vitro chondrocyte assay showed that type Ⅱ collagen and KLF2 expression was lower in the osteoarthritis group than in the control group in chondrocytes(P<0.05),while in osteoarthritis ferroptosis,mast cells activated was closely correlated with dendritic cells(r=0.99);KLF2 was closely correlated with natural killer cells(r=-1,P=0.017)and T cells follicular helper(r=-1,P=0.017).(6)The findings indicate that using WGCNA analysis and machine learning methods confirmed that KLF2 can be a characteristic gene for osteoarthritis ferroptosis and may improve osteoarthritis ferroptosis by interfering with KLF2.
2.Expression of CD155/TIGIT in osteosarcoma
Jinrong Liang ; Yawen Zhang ; Yuanjue Sun ; Haiyan Hu
Acta Universitatis Medicinalis Anhui 2023;58(1):37-41
Objective:
To investigate the expression of CD155/TIGIT in patients with osteosarcoma and its significance
Methods :
The expression differences of CD155 and TIGIT in tumor tissues of distant metastatic osteosarcoma patients and non⁃metastatic osteosarcoma patients were analyzed by cancer Genome Atlas ( TCGA)
database.The surgically removed tissues of osteosarcoma patients were collected to prepare pathological sections and tissue chips , and the tumor tissue and cell morphology were observed by HE staining. Immunohistochemical staining was used to detect the expression of CD155 and TIGIT , and the scores were divided into high expression group and low expression group according to the scores. Chi⁃square test was used to analyze the relationship between CD155/TIG⁃IT expression and clinical features and prognosis.
Results :
TCGA database data showed higher expression of CD155 and TIGIT in patients with osteosarcoma accompanied by metastasis. HE staining of pathological sections revealed that tumor tissues with high expression of CD155/TIGIT contained more binuclear or multinucleated , hyperchromatic and obviously heteromorphic tumor cells. Immunohistochemical staining and score analysis of tissue chip showed that the expression of CD155 and TIGIT was correlated with clinical stage and distant metastasis ( P <
0. 05) , but not with age , sex , tumor size , pathological type and tumor necrosis rate.
Conclusion
CD155 and TIGIT may be one of the prognostic indicators of osteosarcoma.
3.International innovative health technology payment strategy and enlightenment under diagnosis-related groups payment system
Sai HU ; Yu HU ; Jiahong XIA ; Yang SUN ; Qin SHU ; Lian XIAO ; Xiaobing XU ; Shourong XU ; Yaosong JIANG ; Yanjiao XIN ; Jinrong GUO ; Di LI
Chinese Journal of Hospital Administration 2021;37(3):207-210
Under the diagnosis-related groups(DRG) prospective payment system, innovative health technologies with high costs and risks may be limited to some extent. How to balance the increase of health care cost and the development of innovative health technology is a difficult problem to be solved in the current reform. By studying the relatively mature payment systems of innovative health technologies in the world, the authors found that countries generally adopted additional payment or compensation to encourage the development of new technologies. But at the same time, a relatively perfect health technology assessment and payment management mechanism had been established to ensure the standardized operation of payment plan. These international advanced experience and practice could provide references for China′s innovative health technology payment strategy under the DRG payment system. It is suggested to establish a scientific and reasonable assessment mechanism of innovative health technology, create a special access channel for innovative health technology with limited short-term evidence, and gradually form a long-term incentive mechanism of innovative health technology in DRG payment system.
4.Effect of piR-9994 on Proliferation, Migration and Invasion of Gastric Cancer Cells and Its Mechanism
Huamei LIN ; Changyan ZOU ; Ying SU ; Dan HU ; Jinrong LIAO ; Keyu LIN ; Huocong HE ; Xiongwei ZHENG ; Xiandong LIN
Cancer Research on Prevention and Treatment 2021;48(10):922-928
Objective To investigate the effect of piR-9994 on the biological behavior of gastric cancer cells and its possible mechanism. Methods The expression of piR-9994 in gastric cancer cell lines (MGC803 and AGS) and normal gastric epithelial cells (GES-1) were detected by qRT-PCR. MGC803 cell line with piR-9994 overexpression and knockdown were constructed. The effects of piR-9994 expression changes on cell proliferation were detected by MTT and clone formation assay. The scratch wound healing assay and Transwell invasion assay were used to detect cell migration and invasion abilities. qRT-PCR and Western blot were used to detect cell proliferation and EMT-related genes expression. Results The expression level of piR-9994 in MGC803 cells was significantly higher than that in normal gastric epithelial cell line GES-1 (
5.Comparison of open reduction and locking plating versus closed reduction and interlocking intramedullary nailing in treatment of humeral surgical neck fractures
Pengsheng YE ; Shuxiang CHEN ; Peng SUO ; Jinrong HU ; Jian CHEN ; Zhonghua CHEN ; Zhiming XU
Chinese Journal of Orthopaedic Trauma 2021;23(8):723-726
Objective:To compare the curative efficacy in the treatment of humeral surgical neck fractures between open reduction and locking plating versus closed reduction and interlocking intramedullary nailing.Methods:From July 2018 to July 2020, 60 patients with humeral surgical neck fracture were treated at Department of Orthorpaedic Trauma, Jiangmen Wuyi Hospital of Traditional Chinese Medicine. They were 24 males and 36 females, aged from 40 to 70 years and injured at the left side in 35 cases and at the right side in 25 ones. Of them, 30 underwent open reduction and locking plating (open group) and the other 30 closed reduction and interlocking intramedullary nailing (closed group). The 2 groups were compared in terms of operation time, intraoperative blood loss, surgical incision length, fracture healing time, Neer shoulder function scoring 3 months after surgery, and postoperative complications.Results:There were no statistically significant differences between the open and closed groups in preoperative general data, showing they were comparable ( P>0.05). The length of surgical incision [(5.2±1.1) cm], operation time [(34.3±12.7) min], intraoperative blood loss [(52.5±7.3) mL] and fracture healing time [(9.2±1.5) weeks] in the closed group were significantly better than those in the open group [(11.1±2.5) cm, (69.4±21.4) min, (123.5±5.2) mL and (14.2±3.4) weeks)] ( P<0.05). The excellent and good rate by Neer shoulder function scoring at 3 months after operation in the closed group (93.3%, 28/30) was significantly higher than that in the open group (66.7%, 20/30) ( P<0.05). There were no postoperative complications in either group. Conclusion:In the treatment of humeral surgical neck fractures, the curative efficacy of closed reduction and interlocking intramedullary nailing is better than that of open reduction and locking plating.
6.Effects of traditional Chinese medicine fumigation on the clinical parameters of distal radius fracture in the elderly patients after manipulative reduction and external fixation with small splint
Huajie LIN ; Yong JIN ; Jinrong JIA ; Zhiqiang ZOU ; Junxiang HU ; Hai YE
Chinese Journal of Primary Medicine and Pharmacy 2020;27(12):1431-1434
Objective:To explore the effect of traditional Chinese medicine fumigation and washing on the clinical indicators of elderly patients with distal radius fractures after small splint fixation.Methods:From November 2015 to November 2018, 180 elderly patients with fracture of the distal radius in Ningbo Hospital of Traditional Chinese Medicine were selected, and they were divided into control group and observation group according to the random digital table method, with 90 cases in each group.The two groups were given manual reduction and small splint fixation treatment, and the observation group was treated with traditional Chinese medicine fumigation on the basis of the control group therapy.The related inflammatory cytokines in patients plasma and serum viscosity(TNF-α, IL-1, IL-6) were detected, and the clinical curative effect and adverse reactions were observed.Results:Before treatment, there were no statistically significant differences in plasma viscosity and blood inflammatory factors(TNF-α, IL-1, IL-6) between the two groups( t=-0.171, -0.126, 0.483, 0.459, all P>0.05). After treatment, the above indicators in the two groups were significantly lower than those before treatment(observation group: t=38.970, 14.684, 72.258, 53.612; control group: t=20.098, 19.045, 33.962, 34.822, all P<0.05), which in the observation group were lower than those in the control group ( t=-30.239, -7.043, -31.815, -10.359, all P<0.05). The total effective rate of the observation group was 88.88%(80/90), which was higher than 71.11%(64/90) of the control group, the difference was statistically significant between the two groups(χ2=8.889, P<0.05). Conclusion:For the elderly patients with distal radius fracture, the combination of reduction and small splint fixation and fumigation with traditional Chinese medicine can significantly improve the hemorheology of the patients and reduce the contents of inflammatory factors in the body, with significant efficacy and no adverse reactions, which is worthy of clinical application.
7.Functional ambulation training based on the activities of daily living in a realistic environment for treating hemiplegic stroke survivors
Liangwen SUN ; Jinrong HU ; Fei LI ; Mengmeng SHAO ; Haiyan LI ; Chengye ZHOU
Chinese Journal of Physical Medicine and Rehabilitation 2017;39(6):446-449
Objective To observe the effects of functional ambulation training in a realistic environment based on the activities of daily living among stroke patients with hemiplegia.Methods Thirty-two stroke survivors with hemiplegia were randomly divided into an experimental group and a control group,each of 16.Both groups were given routine rehabilitation training,while the experimental group was additionally given functional ambulation training based on the activities of daily living in a realistic environment for 60 min per day,five days a week for six weeks.Both groups were evaluated using the mini-mental state examination (MMSE),the Holden walking functional class assessment (HWFCA),the Berg balance scale (BBS),functional gait assessment (FGA),the 5 times sit to stand test (FTSST),the timed up and go test (TUGT),and rated using the specific activity balance confidence scale (ABC) and the modified Barthel index (MBI).Results Before the training,no significant differences between the two groups were found in terms of any of the measurements.After the six weeks of training,significant improvement was observed in all of the outcome measures except the MMSE and the HWFCA,with the experimental group scoring significantly better,on average,than the control group.Conclusion When combined with routine rehabilitation training,functional ambulation training based on the activities of daily living in a realistic environment can significantly enhance the functional gait,balance and postural control of stroke survivors.This should facilitate their activities in daily life and improve their confidence in maintaining their balance.
8.Correlation between cancer-related fatigue and uncertainty about illness among breast cancer inpatients
Chunhua HU ; Huiyi GUAN ; Longmei RAN ; Huaping LI ; Jinrong CHEN
Modern Clinical Nursing 2015;14(9):1-5
Objective To explore the correlation between the cancer-related fatigue and uncertainty in illness among breast cancer inpatients. Methods Totally 90 patients with breast cancer were involved in the study by cancer fatigue scale (CRS) and Mishel's uncertainty in illness scale-adult (MUIS-A). The correlations were analyzed. Results Approximately 100.00%patients experienced fatigue during hospitalization. The total score of uncertainty in illness was 107.51 ± 21.26. There was a positive correlation between each fatigue dimension and uncertainty in illness (P<0.001). Conclusions Cancer-related fatigue is widespread among breast cancer inpatients and sense of uncertainty in illness of patients is at a moderate level. Nursing staff can help patients to reduce disease uncertainty and improve the life quality of patients by strengthening health education , providing comprehensive information support, fully mobilizing patients' social support system.
10.A prospective randomized controlled trial on effect of norvancomycin tube sealing for prevention of central venous catheter-related infection in critical patients
Jing WANG ; Zhaobo CUI ; Jinrong WANG ; Zhenjie HU ; Hongshan KANG ; Jinfang JI ; Shuhong LIU
Chinese Critical Care Medicine 2014;26(7):468-472
Objective To evaluate the clinical value of tube-sealing with norvancomycin and heparin saline mixture for prevention of central venous catheter-related infection (CRI).Methods A prospective randomized controlled trial was performed.120 patients who were admitted to department of critical care medicine from January 2012 to January 2014 were included,with their subclavian vein catheterization installation time longer than 48 hours,age over 18 years and younger than 80 years,and acute physiology and chronic health evaluation Ⅱ (APACHE Ⅱ) score reaching 10-29.The patients were divided into two groups using a random number table,and finally 116 patients were enrolled.Norvancomycin and heparin saline mixture were used for tube sealing in the intervention group (n=56),while only heparin saline was used in the control group (n=60).The incidence of CRI,catheter correlated spectrum of pathogens,adverse events,mortality,hospital day,catheter retention time,and hospital costs were compared between two groups.Results ① There was no significant difference in the incidence of CRI between intervention group and control group [7.14% (4/56) vs.8.33% (5/60),x2=0.058,P=1.000].There was no catheter pathogenic colonization in the intervention group,but there were 2 cases of catheter pathogenic colonization in control group.② A total of 7 pathogens were found in two groups.Three cases with pathogenic bacteria was found in the intervention group,with 1 case of Pseudomonas aeruginosa,1 case Acinetobacter baumannii,and 1 case fungi.Staphylococcus aureus,Staphylococcus epidermidis,fungi,and Acinetobacter baumannii was found in the control group,with 1 case of each.There was no significantly statistical difference between two groups (all P>0.05),but there was a decreasing trend of Gram-positive cocci infection in the intervention group.③ There was no significant difference in the catheter thrombosis,local bleeding or hematoma,catheter dislocation and other adverse events between intervention group and control group [21.43%(12/56) vs.23.33% (14/60),x2=0.060,P=0.806].④ There were no significant differences in mortality [7.14%(4/56) vs.8.33% (5/60),x2=0.058,P=1.000],hospital day (days:35.9 ± 15.2 vs.34.1 ± 16.3,t=16.330,P=0.620),catheter retention time (days:25.0 ± 4.5 vs.24.5 ± 5.1,t=26.427,P=2.560) and cost of hospitalization (10 thousand Yuan:3.42 ± 1.22 vs.3.72 ± 1.30,t=13.215,P=1.560) between intervention group and control group.Conclusions For patients with central venous catheter,application norvancomycin with heparin saline mixture for tube sealing did not reduce the incidence of CRI,the incidence of adverse events and mortality,does not reduce hospitalization time,catheter retention time and hospital costs,but may reduce the catheter colonization and infection of Gram-positive bacteria.


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