1.Study on the protective effect of saikosaponin C on acute liver injury in mice based on metabolomics
Xincun LI ; Donghui PENG ; Yongfu WANG ; Yamin SHI ; Mengjuan WU ; Zhihui FU ; Juan WANG
China Pharmacy 2025;36(5):552-557
		                        		
		                        			
		                        			OBJECTIVE To investigate the protective effect and mechanism of saikosaponin C (SSC) on acute liver injury (ALI) in mice induced by carbon tetrachloride (CCl4) based on serum metabolomics. METHODS Forty mice were divided into blank group (water), model group (water), positive control drug group (Biphenyl diester drop pills, 150 mg/kg), and SSC low- and high-dose groups (2.5, 10 mg/kg) using the random number table method, with 8 mice in each group. They were given water/ relevant drugs, once a day, for 7 consecutive days. One hour after the last administration, all mice were intraperitoneally injected with 0.2% CCl4 olive oil to induce ALI model, except for the blank group. After 17 hours of the modeling, the liver index of mice was calculated. The levels of aspartate aminotransferase (AST), alanine aminotransferase (ALT), lactate dehydrogenase (LDH), tumor necrosis factor-α (TNF-α), interleukin-6 (IL-6), and IL-1β in serum of mice were detected. The histopathological changes of liver tissue were observed. Meanwhile, the serum metabolomics of mice were analyzed by liquid chromatography-mass spectrometry. RESULTS Compared with the blank group, the levels of liver index, ALT, AST, LDH, TNF-α, IL-6, and IL-1β in the model group were significantly increased (P<0.01). Hepatocytes were edema, vacuolar degeneration, more necrosis, and a large number of inflammatory cells were infiltrated. Compared with the model group, liver index and serum index levels of mice were significantly decreased (P<0.05 or P<0.01), accompanied by marked improvement in histopathological damage to the liver tissue. The metabolomics results showed that compared with the model group, there were 63 up-regulated and 256 down-regulated differential metabolites in the serum of mice in the SSC high-dose group, including prostaglandin B2, 20-hydroxy-leukotriene B4, 5- hydroxy-L-tryptophan, 7α -hydroxycholesterol, etc.; these metabolites were primarily involved in metabolic pathways such as arachidonic acid metabolism, 5-hydroxytryptamine synapse, primary bile acid biosynthesis. CONCLUSIONS SSC exerts a protective effect against CCl4-induced ALI by down-regulating the level of key metabolites such as prostaglandin B2 and 20-hydroxy-leukotriene B4, and then ruducing metabolic pathways such as arachidonic acid metabolism, 5- hydroxytryptamine synapse, and primary bile acid biosynthesis.
		                        		
		                        		
		                        		
		                        	
2.Risk factors, diagnosis and treatment of perforation after endoscopic retrograde cholangiopancreatography
Wenyu ZHAO ; Yan FU ; Yajiao DUAN ; Juan TANG ; Jing NI
Journal of Clinical Hepatology 2025;41(3):580-587
		                        		
		                        			
		                        			After 50 years of clinical development, endoscopic retrograde cholangiopancreatography (ERCP) has become the preferred method for the clinical diagnosis and treatment of cholangio-pancreatic duct diseases; however, the major postoperative complications of ERCP, such as pancreatitis, hemorrhage, and perforation, are still a difficult issue faced by clinicians, and postoperative perforation is associated with an extremely high risk of death. Therefore, it is very important to explore the risk factors for perforation after ERCP, make a definite diagnosis of perforation in a timely manner, and formulate precise prevention and treatment measures. By reviewing a large number of articles, this article summarizes the influencing factors for perforation after ERCP and related diagnosis and treatment measures. 
		                        		
		                        		
		                        		
		                        	
3.Association of dining locations with nutritional status among Chinese children aged 6-17 years
Chinese Journal of School Health 2025;46(5):642-646
		                        		
		                        			Objective:
		                        			To analyze the association of eating dining locations and their association with nutritional status among Chinese children aged 6-17 years,so as to provide reference for guiding children s reasonable diet.
		                        		
		                        			Methods:
		                        			Stratified random cluster sampling was used to select children aged 6 to 17 years from 28 cities and rural areas of 14 provinces in East, North, Central, South, Southwest, Northwest, Northeast of China, and a total of 52 535 children were included in the study from 2019 to 2021. Information including dining locations, demographic characteristics, dietary intakes and physical activity were collected through a questionnaire survey. Fasting body height and weight were measured in the morning. Unordered multiclass Logistic regression analysis was conducted to assess the relationship between dining locations and nutritional status in children.
		                        		
		                        			Results:
		                        			Regarding children s dining locations, 66.3% ate breakfast at home,25.8% ate breakfast at school,7.9% ate breakfast outside (small dining tables, restaurants, stalls, etc.); 67.7% ate dinner at home,29.0% ate dinner at school,3.3% ate dinner outside; and  63.6%  ate lunch at school,30.8% ate lunch at  home,5.7% ate lunch outside. The prevalence rates of overweight/obesity and undernutrition were  28.6%  and 9.3%, respectively. The adjusted multiclass Logistic regression analysis (controlling for age, region, parental education, household income, total energy intake, and moderate-to-vigorous physical activity) demonstrated that, compared to eating at home, school based breakfast and dinner consumption was associated with significantly lower overweight/obesity risks for both genders (boys: breakfast  OR =0.70, 95% CI =0.65-0.75; dinner  OR =0.80, 95% CI = 0.74- 0.86; girls: breakfast  OR = 0.89 , 95% CI = 0.82-0.96; dinner  OR =0.88, 95% CI =0.81-0.95), whereas eating lunch away from home significantly increased overweight/obesity risks (boys:  OR =1.32, 95% CI =1.17-1.48; girls:  OR =1.43, 95% CI =1.26- 1.62 ), with all associations being statistically significant ( P <0.05). After adjusting for confounding factors, boys who ate breakfast away from home showed a significantly reduced risk of undernutrition ( OR =0.80,95% CI =0.66-0.97), while those consuming lunch away from home had an increased risk ( OR =1.26, 95% CI =1.01-1.57) ( P <0.05).
		                        		
		                        			Conclusions
		                        			The choice of dining locations for children is becoming more diverse, and a relatively high proportion of children eat meals outside the home and at school. Eating out have a higher risk of malnutrition for children. School feeding may be beneficial to children s physical health.
		                        		
		                        		
		                        		
		                        	
4.Chlorogenic acid induces mitochondrial dysfunction in lung cancer A549 cells by inhibiting the PI3K-Akt pathway
Keping ZHANG ; Yongsheng ZHAO ; Juan YANG ; Maoyong FU
Journal of International Oncology 2024;51(1):21-28
		                        		
		                        			
		                        			Objective:To investigate whether chlorogenic acid can inhibit the proliferation, migration, invasion and promote apoptosis of lung cancer A549 cells by causing mitochondrial dysfunction through PI3K-Akt pathway.Methods:A549 cells were treated with chlorogenic acid at concentrations of 0, 25, 50, 100, 150, and 200 μg/ml for 48 h. CCK-8 assay was used to detect the cell proliferation rate and calculate the half maximal inhibitory concentration (IC 50). A549 cells were divided into three groups: control group, chlorogenic acid group (IC 50) and chlorogenic acid + 740-YP group (IC 50 chlorogenic acid +50 μg/ml 740YP). After 48 h of intervention, the cell migration distance was detected by cell scratch assay. Cell invasion assay was used to detect cell invasion ability. Cell cycle, apoptosis and mitochondrial membrane potential were detected by flow cytometry. The content of malondialdehyde (MDA) in cell supernatant was detected by enzyme-linked immunosorbent assay (ELISA). Western blotting was used to detect the protein expression of p-PI3K, p-Akt and Caspase3. Results:The IC 50 of chlorogenic acid to A549 cells was 57.45 μg/ml. The results of cell scratch assay showed that the 48 h migration distances of the control group, chlorogenic acid group and chlorogenic acid + 740YP group were (424.80±14.43), (289.67±18.93) and (402.22±17.99) μm, respectively. The results of cell invasion assay showed that the numbers of invasive cells after 48 h were 96.00±6.24, 35.33±7.64 and 83.00±2.00, and the results of flow cytometry showed that the 48 h apoptosis rates were (6.15±0.17) %, (54.63±0.72) % and (17.27±0.39) %, respectively, among the three groups with statistically significant differences ( F=105.98, P<0.001; F=90.62, P<0.001; F=8 321.99, P<0.001). Compared with the control group, the cell migration distances and invasive numbers of chlorogenic acid group and chlorogenic acid + 740YP group were decreased (all P<0.05), while the apoptosis rates were significantly increased (both P<0.001). Compared with chlorogenic acid group, the cell migration distance of chlorogenic acid + 740YP group increased ( P<0.001), the number of cell invasion increased ( P<0.001), and the apoptosis rate decreased ( P<0.001). The results of flow cytometry showed that the proportions of cells in G 0/G 1 phase in the control group, chlorogenic acid group and chlorogenic acid + 740YP group were (65.75±0.58) %, (55.84±0.78) % and (55.24±1.37) %, respectively. The proportions of G 2/M phase were (11.21±1.03) %, (20.23±0.62) % and (9.96±0.33) %, and the proportions of S phase were (23.04±0.49) %, (23.92±1.36) % and (34.80±1.15) %, respectively, with statistically significant differences ( F=111.02, P<0.001; F=181.26, P<0.001; F=113.05, P<0.001). Compared with the control group, the proportions of G 0/G 1 phase cells in chlorogenic acid group and chlorogenic acid + 740YP group decreased (both P<0.001), and the proportion of G 2/M phase in chlorogenic acid group increased ( P<0.001), and the proportion of S phase cells in chlorogenic acid + 740YP group increased ( P<0.001). Compared with chlorogenic acid group, the proportion of G 2/M phase cells decreased and the proportion of S phase cells increased in chlorogenic acid + 740YP group (both P<0.001). The results of mitochondrial membrane potential detection showed that the JC-1 fluorescence intensity of mitochondria in the control group, chlorogenic acid group and chlorogenic acid + 740YP group were 39.51±1.32, 10.05±0.19 and 21.85±1.45, respectively, with a statistically significant difference ( F=508.82, P<0.001). Compared with the control group, the fluorescence intensity of chlorogenic acid group and chlorogenic acid + 740YP group decreased (both P<0.001). Compared with chlorogenic acid group, the fluorescence intensity of chlorogenic acid + 740YP group increased ( P<0.001). ELISA results showed that the MDA contents of the control group, chlorogenic acid group and chlorogenic acid + 740YP group were (0.47±0.01), (0.61±0.01) and (0.56±0.01) nmol/ml, respectively, with a statistically significant difference ( F=162.30, P<0.001). Compared with the control group, MDA contents in chlorogenic acid group and chlorogenic acid + 740YP group increased (both P<0.001). Compared with chlorogenic acid group, MDA content in chlorogenic acid + 740YP group decreased ( P=0.001). Western blotting results showed that the relative protein expression levels of p-PI3K in the control group, chlorogenic acid group and chlorogenic acid + 740YP group were 1.01±0.33, 0.28±0.14 and 0.34±0.20, respectively. The relative protein expression levels of p-Akt were 1.00±0.16, 0.43±0.05 and 0.95±0.14, and the relative protein expression levels of Caspase3 were 1.00±0.04, 1.41±0.05 and 0.70±0.13, respectively, and there were statistically significant differences ( F=8.48, P=0.018; F=19.11, P=0.002; F=57.50, P<0.001). Compared with the control group, the expressions of p-PI3K and p-Akt protein in chlorogenic acid group decreased, and the expression of Caspase3 protein increased (all P<0.05). The expressions of p-PI3K and Caspase3 protein in chlorogenic acid + 740YP group decreased (both P<0.05). Compared with chlorogenic acid group, the expression of p-Akt protein in chlorogenic acid + 740YP group increased, and the expression of Caspase3 protein decreased (both P<0.05) . Conclusion:Chlorogenic acid may inhibit the PI3K-Akt pathway by reducing the phosphorylation of PI3K and Akt proteins, resulting in the damage of mitochondrial function and the accumulation of MDA, which eventually leads to the damage of lung cancer A549 cells function and the reduction of cells activity, and then promotes cells apoptosis.
		                        		
		                        		
		                        		
		                        	
5.Efficacy evaluation and prognostic factors analysis of retinoblastoma based on propensity score inverse probability weighting method
Li-Juan SHI ; Li LI ; Fu-Yan SHI ; Xi-Bin ZHOU ; Zhi-Hong WU
Medical Journal of Chinese People's Liberation Army 2024;49(3):302-307
		                        		
		                        			
		                        			Objective To evaluate the efficacy of surgery,chemotherapy and surgery combined chemotherapy for retinoblastoma(RB),and analyze the prognostic factors of RB patients.Methods Clinical data of 1188 RB patients registered in the Surveillance,Epidemiology and End Results(SEER)database from January 2000 to December 2019 were retrospectively analyzed.The baseline characteristics of patients treated with surgery,chemotherapy or surgery combined with chemotherapy were balanced by inverse probability of treatment weighting(IPTW).Log-rank test analysis was used to compare the survival probability of patients in the 3 groups,and Cox regression models were used to analyse the factors influencing the prognosis of RB patients.Results A total of 1188 RB cases were included in this study,including 426 cases in surgery group,200 cases in chemotherapy group and 562 cases in surgery combined with chemotherapy group.After IPTW weighting,baseline data such as age,sex and race were balanced(P>0.05).Log-rank test results showed that the survival curves of the three groups were significantly different before and after weighting(P<0.05).After weighted,the survival of patients in surgery group was significantly better than that in chemotherapy group and surgery combined chemotherapy group(P<0.05),and there was no statistical significance between chemotherapy group and surgery combined chemotherapy group(P>0.05).The weighted patient survival probability at 1st,3rd and 5th years were 99.7%,98.9%and 98.6%in surgery group;97.4%,95.8%and 95.8%in chemotherapy group;and 97.9%,95.8%and 95.0%in surgery combined chemotherapy group.Cox regression analysis showed that compared with surgery group,the specific risk ratio of death was 1.367(95%CI 1.100-1.700)in chemotherapy group and 1.132(95%CI 0.963-1.330)in combined chemotherapy group.Compared with patients with 1 RB lesion,the patient-specific mortality risk ratio for patients with 2 or more RB lesions was 0.399(95%CI 0.268-0.594).Conclusions Patients with RB have higher survival rates probability after treatment.After controlling the influence of age,sex and other factors,the effect of surgery was better among the three treatment methods.Multifocality may be an independent prognostic factor in RB patients.
		                        		
		                        		
		                        		
		                        	
6.Protective effect and mechanism of acellular nerve allografts combined with electroacupuncture on spinal ganglia in rats with sciatic nerve injury
Ze-Yu ZHOU ; Yun-Han MA ; Jia-Rui LI ; Yu-Meng HU ; Bo YUAN ; Yin-Juan ZHANG ; Xiao-Min YU ; Xiu-Mei FU
Acta Anatomica Sinica 2024;55(2):143-149
		                        		
		                        			
		                        			Objective To investigate the protective effect and mechanism of acellular nerve allografts(ANA)combined with electroacupuncture on spinal ganglia in rats with sciatic nerve injury(SNI).Methods Totally 50 male adult SD rats were randomly selected for this experiment.Ten rats were prepared for the ANA.Forty male SD rats were randomly divided into normal group,model group,ANA group and combinational group,with 10 rats in each group.The SNI model was established by cutting off the nerves 10 mm at the 5 mm on the inferior border of piriformis after separating the right sciatic nerves.The rats in the ANA group were bridged with ANA to the two broken ends of injured nerves.The rats in the combinational group were treated with electroacupuncture 2 days after ANA bridging,Huantiao(GB30)and Yanglingquan(GB34)were performed as the acupuncture points,each electroacupuncture lasted 15 minutes and 7 days as a course of treatment,4 courses in all.Sciatic nerve conduction velocity was measured by electrophysiology to evaluate the regeneration of damaged axons.Morphology of spinal ganglia was observed by Nissl staining.The expression of nerve growth factor(NGF)and brain-derived neurotrophic factor(BDNF)were detected by Western blotting and immunofluorescent staining.Results Compared with the normal group,the sciatic nerve conduction velocity in model group decreased significantly(P<0.01),Nissl bodies in neurons of spinal ganglia were swollen and dissolved,with incomplete structure and the number decreased dramatically(P<0.01),while the level of NGF and BDNF also decreased significantly(P<0.01).Compared with the model group,the sciatic nerve conduction velocity in ANA and combinational groups strongly increased(P<0.01),the damage of Nissl bodies in neurons of spinal ganglia reduced and the number obviously increased(P<0.01),the level of NGF and BDNF increased considerably(P<0.01).Compared with the ANA group,the sciatic nerve conduction velocity in combinational group increased significantly(P<0.01),the morphology of Nissl bodies in neurons of spinal ganglia were more regular and the number increased(P<0.01),moreover,the level of NGF also increased significantly(P<0.01).Conclusion ANA combined with electroacupuncture can enhance the sciatic nerve conduction velocity,improve the morphology of neurons in spinal ganglia and play a protective effect on spinal ganglia.The mechanism can be related to the higher expression of NGF and BDNF proteins,especially the expression of NGF protein.
		                        		
		                        		
		                        		
		                        	
7.Prognostic value of the Second Revision of the International Staging System in patients with newly diagnosed transplant-eligible multiple myeloma
Huixing ZHOU ; Yuan JIAN ; Juan DU ; Junru LIU ; Zhiyao ZHANG ; Chuanying GENG ; Guangzhong YANG ; Guorong WANG ; Weijun FU ; Juan LI ; Wenming CHEN ; Wen GAO
Chinese Journal of Internal Medicine 2024;63(1):81-88
		                        		
		                        			
		                        			Objective:To verify the predictive value of the Second Revision of the International Staging System (R2-ISS) in newly diagnosed patients with multiple myeloma (MM) who underwent first-line autologous hematopoietic stem cell transplantation (ASCT) in a new drug era in China.Methods:This multicenter retrospective cohort study enrolled patients with newly diagnosed MM from three centers in China (Beijing Chao-Yang Hospital, Capital Medical University; the First Affiliated Hospital, Sun Yat-Sen University, and the Second Affiliated Hospital of Naval Medical University) from June 2008 to June 2018. A total of 401 newly diagnosed patients with MM who were candidates for ASCT were enrolled in this cohort, all received proteasome inhibitor and/or immunomodulator-based induction chemotherapy followed by ASCT. Baseline and follow-up data were collected. The patients were regrouped using R2-ISS. Progression-free survival (PFS) and overall survival (OS) were analyzed. The Kaplan-Meier method was used to analyze the survival curve and two survival curves were compared using the log-rank test. Cox regression analysis were performed to analyze the relationship between risk factors and survival.Results:The median age of the patients was 53 years (range 25-69 years) and 59.5% (240 cases) were men. Newly diagnosed patients with renal impairment accounted for 11.5% (46 cases). According to Revised-International Staging System (R-ISS), 74 patients (18.5 %) were diagnosed with stage Ⅰ, 259 patients (64.6%) with stage Ⅱ, and 68 patients (17.0%) with stage Ⅲ. According to the R2-ISS, the distribution of patients in each group was as follows: 50 patients (12.5%) in stage Ⅰ, 95 patients (23.7%) in stage Ⅱ, 206 patients (51.4%) in stage Ⅲ, and 50 patients (12.5%) in stage Ⅳ. The median follow-up time was 35.9 months (range, 6-119 months). According to the R2-ISS stage, the median PFS in each group was: 75.3 months for stage Ⅰ; 62.0 months for stage Ⅱ, 39.2 months for stage Ⅲ, and 30.3 months for stage Ⅳ; and the median OS was not reached, 86.6 months, 71.6 months, and 38.5 months, respectively. There were statistically significant differences in PFS and OS between different groups (both P<0.001). Multivariate Cox regression analysis showed that stages Ⅲ and Ⅳ of the R2-ISS were independent prognostic factors for PFS ( HR=2.37, 95% CI 1.30-4.30; HR=4.50, 95% CI 2.35-9.01) and OS ( HR=4.20, 95% CI 1.50-11.80; HR=9.53, 95% CI 3.21-28.29). Conclusions:The R2-ISS has significant predictive value for PFS and OS for transplant-eligible patients with MM in the new drug era. However, the universality of the R2-ISS still needs to be further verified in different populations.
		                        		
		                        		
		                        		
		                        	
8.Research progress on SENP1/HIF-1α regulation of vascular differentiation of dental pulp stem cells
Juan TANG ; Donglin YU ; Honghai FU
Journal of Chinese Physician 2024;26(1):146-150
		                        		
		                        			
		                        			Dental pulp stem cells (DPSC) are pluripotent stem cells with high differentiation potential isolated from dental pulp. Using DPSC for vascular regeneration may be a good option. Hypoxia inducible factor-1α (HIF-1α) is an upstream gene of vascular endothelial growth factor (VEGF), and the small ubiquitin like protease 1 (SENP1) can reverse the small ubiquitin like (SUMO) modification of HIF-1α. Through the regulation of SENP1/HIF-1α, good vascular regeneration characteristics have been demonstrated in many in vitro and in vivo experiments. The SENP1/HIF-1α signaling axis has varying degrees of promoting and inhibiting effects on many solid tumors. Although there is relatively little literature on the role of the SENP1/HIF-1α signaling axis in dental pulp stem cells, it can be determined that SENP1/HIF-1α plays an important role in the angiogenesis of dental pulp stem cells. This article will elucidate the SENP1/HIF-1α signaling pathway and its mechanism of promoting vascular differentiation of DPSC.
		                        		
		                        		
		                        		
		                        	
9.Analysis of ITGB1 expression in gastric cancer tissues and its impact on the efficacy of immunotherapy
Hongyuan QIAO ; Juan FU ; Xincheng ZHAO ; Yaqi PANG
Immunological Journal 2024;40(2):188-194
		                        		
		                        			
		                        			The study aimed to investigate the expression of ITGB1 in gastric cancer tissues and its impact on the efficacy of immunotherapy,and to find a new biomarker for prognosis assessment and prediction of immunotherapy response in gastric cancer.By utilizing bioinformatics methods to analyze the transcriptomic data,clinical pathological characteristics,and survival information of gastric cancer patients in the Cancer Genome Atlas(TCGA)database,this study evaluates the expression of ITGB1 in gastric cancer and its correlation with clinical features.Furthermore,an in-depth analysis was conducted for evaluating the relationship of ITGB1 expression with immune infiltration,immune checkpoint-related genes,immune subtypes and immunotherapy response.Data showed that high ITGB1 expression in gastric cancer tissues is associated with later T stage,lower survival rates,and lower overall survival.Analysis of immune infiltration scores showed the score for CD4+T cells,CD8+T cells,neutrophils,macrophages and dendritic cells were higher in the high ITGB1 expression group.Additionally,the levels of immune checkpoint-related genes such as SIGLEC15,TIGIT,CD274,HAVCR2,CTLA4 and PDCD1LG2 were elevated in the high ITGB1 expression group,and the expression of ITGB1 was positively correlated with the expression of immune checkpoint-related genes including SIGLEC15,TIGIT,CD274,HAVCR2,CTLA4,LAG3 and PDCD1LG2.Analysis based on the data from the TISIDB database revealed differential expression of ITGB1 in various immune subtypes of gastric cancer,with significantly higher expression levels in the C6 subtype(TGF-β dominant type).The TIDE algorithm indicated a high score for the group with high ITGB1 expression,suggesting poor efficacy of immune checkpoint blockade therapy.To sum up,we find that high expression of ITGB1 in gastric cancer tissues is a poor prognostic indicator for gastric cancer patients,thus ITGB1 may serve as a potential biomarker for assessing prognosis and predicting the efficacy of immunotherapy in gastric cancer.
		                        		
		                        		
		                        		
		                        	
10.A Prognostic Model Based on Colony Stimulating Factors-related Genes in Triple-negative Breast Cancer
Yu-Xuan GUO ; Zhi-Yu WANG ; Pei-Yao XIAO ; Chan-Juan ZHENG ; Shu-Jun FU ; Guang-Chun HE ; Jun LONG ; Jie WANG ; Xi-Yun DENG ; Yi-An WANG
Progress in Biochemistry and Biophysics 2024;51(10):2741-2756
		                        		
		                        			
		                        			ObjectiveTriple-negative breast cancer (TNBC) is the breast cancer subtype with the worst prognosis, and lacks effective therapeutic targets. Colony stimulating factors (CSFs) are cytokines that can regulate the production of blood cells and stimulate the growth and development of immune cells, playing an important role in the malignant progression of TNBC. This article aims to construct a novel prognostic model based on the expression of colony stimulating factors-related genes (CRGs), and analyze the sensitivity of TNBC patients to immunotherapy and drug therapy. MethodsWe downloaded CRGs from public databases and screened for differentially expressed CRGs between normal and TNBC tissues in the TCGA-BRCA database. Through LASSO Cox regression analysis, we constructed a prognostic model and stratified TNBC patients into high-risk and low-risk groups based on the colony stimulating factors-related genes risk score (CRRS). We further analyzed the correlation between CRRS and patient prognosis, clinical features, tumor microenvironment (TME) in both high-risk and low-risk groups, and evaluated the relationship between CRRS and sensitivity to immunotherapy and drug therapy. ResultsWe identified 842 differentially expressed CRGs in breast cancer tissues of TNBC patients and selected 13 CRGs for constructing the prognostic model. Kaplan-Meier survival curves, time-dependent receiver operating characteristic curves, and other analyses confirmed that TNBC patients with high CRRS had shorter overall survival, and the predictive ability of CRRS prognostic model was further validated using the GEO dataset. Nomogram combining clinical features confirmed that CRRS was an independent factor for the prognosis of TNBC patients. Moreover, patients in the high-risk group had lower levels of immune infiltration in the TME and were sensitive to chemotherapeutic drugs such as 5-fluorouracil, ipatasertib, and paclitaxel. ConclusionWe have developed a CRRS-based prognostic model composed of 13 differentially expressed CRGs, which may serve as a useful tool for predicting the prognosis of TNBC patients and guiding clinical treatment. Moreover, the key genes within this model may represent potential molecular targets for future therapies of TNBC. 
		                        		
		                        		
		                        		
		                        	
            

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