1.Research progress in gene-editing technology in tumor organoids
Mengyao LI ; Minli HUANG ; Peng LI ; Junke XIE ; Mengtian GUO ; Yongbin ZHANG ; Changhong SHI
Acta Laboratorium Animalis Scientia Sinica 2025;33(5):721-729
Organoids have become an important technological platform in cancer research,but simulating the primary tumor tissue structure and function still presents problems.The development of gene-editing technology,especially when combined with tumor organoids,provides a new approach for accurately and comprehensively simulating the in vivo characteristics of tumor models.Introducing specific gene mutations or correcting mutations in tumor organoids through gene-editing technology can allow detailed analysis of the mechanisms of tumor initiation and progression,as well as exploring potential therapeutic targets,accelerating the drug-screening process,and providing new insights for personalized cancer treatment.This article reviews the formation of tumor organoids and the technical aspects of gene-editing strategies,emphasizing their unique applications and prospects in tumor organoids.We also propose that accurately simulating the in vivo microenvironment,promoting the standardization and stability of organoid gene-editing technology,and optimizing the efficiency of gene editing can accelerate the application of organoids in precision medicine research.
2.Development of an artificial intelligence-based automatic MRI scoring model for extramural vascular invasion in rectal cancer and its prognostic value
Haitao HUANG ; Yunrui YE ; Lifen YAN ; Yanfen CUI ; Lili FENG ; Huifen YE ; Yulin LIU ; Ying ZHU ; Zhongwei CHEN ; Zhenhui LI ; Ke ZHAO ; Zaiyi LIU ; Changhong LIANG
Chinese Journal of Radiology 2025;59(11):1267-1274
Objective:To develop an artificial intelligence (AI)-based automatic scoring model for magnetic resonance imaging-detected extramural vascular invasion (AI-mrEMVI) and evaluate its performance and prognostic value in patients with rectal cancer.Methods:In this multicenter retrospective cohort study, a total of 2 501 rectal cancer patients from seven centers between November 2012 and December 2020 were included and divided into completely independent training ( n=1 830) and validation ( n=671) cohorts. A nnUNet-based AI-mrEMVI scoring model was constructed. Manual mrEMVI scores assigned by two radiologists served as the reference standard for accessing the accuracy of the AI-mrEMVI scoring. Kaplan-Meier survival analysis and Cox regression were used to evaluate the prognostic stratification ability of the AI-mrEMVI scores. The concordance index (C-index) was calculated to evaluate prognostic performance. Results:In the validation cohort, the manual mrEMVI scores were 0-2 in 425 patients (63.3%), 3 in 89 (13.4%), and 4 in 157 (23.4%). The AI-mrEMVI model identified 0-2 in 375 patients (55.9%), 3 in 95 (14.2%), and 4 in 201 (30.0%), with an overall accuracy of 81.1% (544/671, 95% CI 77.9%-84.0%). The 3-year disease-free survival (DFS) rates for patients with AI-mrEMVI scores of 0-2, 3, and 4 were 85.2%, 70.0%, and 58.2%, respectively, and the 5-year overall survival (OS) rates were 87.2%, 81.6%, and 62.6%, respectively (DFS: χ2=48.74, P<0.001; OS: χ2=30.04, P<0.001). Multivariable Cox regression showed that for DFS, AI-mrEMVI scores of 3 and 4 were associated with hazard ratios ( HR) of 1.75 (95% CI 1.11-2.77, P=0.016) and 2.65 (95% CI 1.86-3.78, P<0.001), respectively. For OS, an AI-mrEMVI score of 4 was associated with an HR of 2.56 (95% CI 1.62-4.03, P<0.001). The C-index values of the AI-mrEMVI scoring model for predicting DFS and OS were 0.647 (95% CI 0.608-0.686) and 0.650 (95% CI 0.598-0.702), respectively. Conclusion:The proposed AI-mrEMVI automatic scoring model demonstrated high diagnostic accuracy and performed favorably in predicting DFS and OS prognostic risk in patients with rectal cancer.
3.Effect and mechanism of gambogic acid based on heterogeneous transformation of prostate cancer
Minli HUANG ; Mengyao LI ; Yanzi XING ; Gen LI ; Yongbin ZHANG ; Changhong SHI
Acta Laboratorium Animalis Scientia Sinica 2025;33(9):1289-1298
Objective To systematically construct patient-derived tumor organoid(PDO)and patient-derived xenograft(PDX)models of prostate cancer(PCa),and to explore the inhibitory effect and mechanism of gambogic acid(GA)on PCa.Methods The PubChem,SwissTargetPrediction,SuperPred,SEA,GeneCards,OMIM,and STRING databases,and the Venny 2.1.0 online website,Cytoscape 3.8.2,and DAVID software were used to construct a protein-protein interaction network.Gene ontology(GO)and kyoto encyclopedia of genes and genomes(KEGG)enrichment analyses were carried out,and visualization processing was performed to identify the targets and pathways of GA acting on PCa.GA was applied to PDOs and PCa cells(22Rv1,PC3,and DU145)for 48 hours and its effects on cell viability were assessed by CellTiter-Glo and CCK-8 assays.Changes in gene and protein levels of the targets were analyzed by quantitative real-time polymerase chain reaction and Western Blot,respectively.The PDX model was treated with GA and the tumor volume and weight were measured.Changes in expression levels of the targets in tumor tissues were detected by immunohistochemistry.Results Network pharmacology identified signal transducer and activator of transcription 3(STAT3)as the core target of GA inhibiting PCa,related to the hypoxia-inducible factor(HIF)-1α signaling pathway.GA reduced the viability of cells and PDOs and significantly down-regulated HIF-1α,STAT3,and P-STAT3 protein levels.In vivo experiments,tumor volume and weight were significantly reduced in the GA group,and immunohistochemistry showed that STAT3 and HIF-1α expression levels were decreased.Conclusions The clinically representative PDO and PDX models,combined with cell lines,verified the prediction result of network pharmacology,confirming a significant killing effect of GA on PCa,possibly via a mechanism related to the STAT3/HIF-1α signaling pathway.
4.Diagnostic Value of Serum lncRNA DDIT4-AS1,lncRNA RSPH9-4 in Patients with Bacterial Meningitis
Changhong FU ; Xueer CHEN ; Dongmei XIANG ; Yue HUANG
Journal of Modern Laboratory Medicine 2025;40(5):62-66
Objective To investigate the expression levels and diagnostic value of long non coding RNA(lncRNA)DNA damage inducible transcript 4 like protein 4 antisense RNA1(lncRNA DDIT4-AS1)and long chain non coding RNA(lncRNA)radial spoke head protein 9 homolog 4(RSPH9-4)in serum of patients with bacterial meningitis.Methods A total of 94 patients with meningitis in the Fifth Hospital of Deyang City from May 2022 to May 2024 were regarded as the bacterial meningitis group.According to the severity of damage to the central nervous system caused by bacterial meningitis,they were further separated into a general group(n=63)and a severe group(n=31).94 patients with suspected meningitis upon admission but excluded meningitis after examination were selected as the non bacterial meningitis group.A total of 94 patients diagnosed with bacterial meningitis in the Fifth Hospital of Deyang City from May 2022 to May 2024 were selected as the bacterial meningitis group 94 healthy volunteers who underwent physicalexamination were as the control group.Real-time fluorescence quantitative PCR(qRT-PCR)method was applied to detect the expression levels of lncRNA DDIT4-AS1 and lncRNA RSPH9-4 in serum samples of all personnel.Spearman analysis was applied to analyze the correlation between serum levels of lncRNA DDIT4-AS1 and lncRNA RSPH9-4 with the severity of bacterial meningitis.Multivariate Logistic analysis was applied to analyze the influencing factors of bacterial meningitis.Receiver operating characteristic(ROC)curve was plotted to analyze the diagnostic value of serum lncRNA DDIT4-AS1 and lncRNA RSPH9-4 levels for bacterial meningitis.Results Compared with the control group,the expression levels of serum lncRNA DDIT4-AS1(1.35±0.27,1.67±0.35 vs 1.01±0.18)and lncRNA RSPH9-4(1.30±0.25,1.56±0.32 vs 1.00±0.19)were increased in non bacterial meningitis group and bacterial meningitis group(t=10.159,16.259;9.263,14.589),compared with the non bacterial meningitis group,the expression levels of serum lncRNA DDIT4-AS1 and lncRNA RSPH9-4 in the bacterial meningitis group were increased(t=7.019,6.208),and the differences were statistically significant(all P<0.05),respectively.Compared with the general group,the expression levels of serum lncRNA DDIT4-AS1(1.88±0.38 vs 1.56±0.31)and lncRNA RSPH9-4(1.79±0.35 vs 1.45±0.28)were increased in the severe group,and the differences were statistically significant(t=4.361,5.088,all P<0.05).Spearman correlation analysis results showed that serum levels of lncRNA DDIT4-AS1,lncRNA RSPH9-4 were positively correlated with the severity of bacterial meningitis(r=0.524,0.548,all P<0.05).The expression levels of PCT,LDH and CRP in patients with bacterial meningitis were higher than those in patients without bacterial meningitis,and the differences were statistically significant(t=7.459,4.234,8.565,all P<0.05).Multivariate Logistic analysis showed that PCT,LDH,CRP,lncRNA DDIT4-AS1 and lncRNA RSPH9-4 were influencing factors for bacterial meningitis(Wald χ2=4.768~12.035,all P<0.05).The receiver operating characteristic(ROC)curve results showed that the combined diagnosis of serum lncRNA DDIT4-AS1 and lncRNA RSPH9-4 levels for bacterial meningitis had a significantly larger area under the curve(AUC)than the diagnosis of lncRNA DDIT4-AS1 and lncRNA RSPH9-4 alone,and the differences were statistically significant(Z=2.426,2.545,all P<0.05).Conclusion The expression levels of serum lncRNA DDIT4-AS1 and lncRNA RSPH9-4 are elevated in patients with bacterial meningitis,and the combination of the two has high diagnostic value for the disease.
5.Effect and mechanism of gambogic acid based on heterogeneous transformation of prostate cancer
Minli HUANG ; Mengyao LI ; Yanzi XING ; Gen LI ; Yongbin ZHANG ; Changhong SHI
Acta Laboratorium Animalis Scientia Sinica 2025;33(9):1289-1298
Objective To systematically construct patient-derived tumor organoid(PDO)and patient-derived xenograft(PDX)models of prostate cancer(PCa),and to explore the inhibitory effect and mechanism of gambogic acid(GA)on PCa.Methods The PubChem,SwissTargetPrediction,SuperPred,SEA,GeneCards,OMIM,and STRING databases,and the Venny 2.1.0 online website,Cytoscape 3.8.2,and DAVID software were used to construct a protein-protein interaction network.Gene ontology(GO)and kyoto encyclopedia of genes and genomes(KEGG)enrichment analyses were carried out,and visualization processing was performed to identify the targets and pathways of GA acting on PCa.GA was applied to PDOs and PCa cells(22Rv1,PC3,and DU145)for 48 hours and its effects on cell viability were assessed by CellTiter-Glo and CCK-8 assays.Changes in gene and protein levels of the targets were analyzed by quantitative real-time polymerase chain reaction and Western Blot,respectively.The PDX model was treated with GA and the tumor volume and weight were measured.Changes in expression levels of the targets in tumor tissues were detected by immunohistochemistry.Results Network pharmacology identified signal transducer and activator of transcription 3(STAT3)as the core target of GA inhibiting PCa,related to the hypoxia-inducible factor(HIF)-1α signaling pathway.GA reduced the viability of cells and PDOs and significantly down-regulated HIF-1α,STAT3,and P-STAT3 protein levels.In vivo experiments,tumor volume and weight were significantly reduced in the GA group,and immunohistochemistry showed that STAT3 and HIF-1α expression levels were decreased.Conclusions The clinically representative PDO and PDX models,combined with cell lines,verified the prediction result of network pharmacology,confirming a significant killing effect of GA on PCa,possibly via a mechanism related to the STAT3/HIF-1α signaling pathway.
6.Research progress in gene-editing technology in tumor organoids
Mengyao LI ; Minli HUANG ; Peng LI ; Junke XIE ; Mengtian GUO ; Yongbin ZHANG ; Changhong SHI
Acta Laboratorium Animalis Scientia Sinica 2025;33(5):721-729
Organoids have become an important technological platform in cancer research,but simulating the primary tumor tissue structure and function still presents problems.The development of gene-editing technology,especially when combined with tumor organoids,provides a new approach for accurately and comprehensively simulating the in vivo characteristics of tumor models.Introducing specific gene mutations or correcting mutations in tumor organoids through gene-editing technology can allow detailed analysis of the mechanisms of tumor initiation and progression,as well as exploring potential therapeutic targets,accelerating the drug-screening process,and providing new insights for personalized cancer treatment.This article reviews the formation of tumor organoids and the technical aspects of gene-editing strategies,emphasizing their unique applications and prospects in tumor organoids.We also propose that accurately simulating the in vivo microenvironment,promoting the standardization and stability of organoid gene-editing technology,and optimizing the efficiency of gene editing can accelerate the application of organoids in precision medicine research.
7.Development of an artificial intelligence-based automatic MRI scoring model for extramural vascular invasion in rectal cancer and its prognostic value
Haitao HUANG ; Yunrui YE ; Lifen YAN ; Yanfen CUI ; Lili FENG ; Huifen YE ; Yulin LIU ; Ying ZHU ; Zhongwei CHEN ; Zhenhui LI ; Ke ZHAO ; Zaiyi LIU ; Changhong LIANG
Chinese Journal of Radiology 2025;59(11):1267-1274
Objective:To develop an artificial intelligence (AI)-based automatic scoring model for magnetic resonance imaging-detected extramural vascular invasion (AI-mrEMVI) and evaluate its performance and prognostic value in patients with rectal cancer.Methods:In this multicenter retrospective cohort study, a total of 2 501 rectal cancer patients from seven centers between November 2012 and December 2020 were included and divided into completely independent training ( n=1 830) and validation ( n=671) cohorts. A nnUNet-based AI-mrEMVI scoring model was constructed. Manual mrEMVI scores assigned by two radiologists served as the reference standard for accessing the accuracy of the AI-mrEMVI scoring. Kaplan-Meier survival analysis and Cox regression were used to evaluate the prognostic stratification ability of the AI-mrEMVI scores. The concordance index (C-index) was calculated to evaluate prognostic performance. Results:In the validation cohort, the manual mrEMVI scores were 0-2 in 425 patients (63.3%), 3 in 89 (13.4%), and 4 in 157 (23.4%). The AI-mrEMVI model identified 0-2 in 375 patients (55.9%), 3 in 95 (14.2%), and 4 in 201 (30.0%), with an overall accuracy of 81.1% (544/671, 95% CI 77.9%-84.0%). The 3-year disease-free survival (DFS) rates for patients with AI-mrEMVI scores of 0-2, 3, and 4 were 85.2%, 70.0%, and 58.2%, respectively, and the 5-year overall survival (OS) rates were 87.2%, 81.6%, and 62.6%, respectively (DFS: χ2=48.74, P<0.001; OS: χ2=30.04, P<0.001). Multivariable Cox regression showed that for DFS, AI-mrEMVI scores of 3 and 4 were associated with hazard ratios ( HR) of 1.75 (95% CI 1.11-2.77, P=0.016) and 2.65 (95% CI 1.86-3.78, P<0.001), respectively. For OS, an AI-mrEMVI score of 4 was associated with an HR of 2.56 (95% CI 1.62-4.03, P<0.001). The C-index values of the AI-mrEMVI scoring model for predicting DFS and OS were 0.647 (95% CI 0.608-0.686) and 0.650 (95% CI 0.598-0.702), respectively. Conclusion:The proposed AI-mrEMVI automatic scoring model demonstrated high diagnostic accuracy and performed favorably in predicting DFS and OS prognostic risk in patients with rectal cancer.
8.Diagnostic Value of Serum lncRNA DDIT4-AS1,lncRNA RSPH9-4 in Patients with Bacterial Meningitis
Changhong FU ; Xueer CHEN ; Dongmei XIANG ; Yue HUANG
Journal of Modern Laboratory Medicine 2025;40(5):62-66
Objective To investigate the expression levels and diagnostic value of long non coding RNA(lncRNA)DNA damage inducible transcript 4 like protein 4 antisense RNA1(lncRNA DDIT4-AS1)and long chain non coding RNA(lncRNA)radial spoke head protein 9 homolog 4(RSPH9-4)in serum of patients with bacterial meningitis.Methods A total of 94 patients with meningitis in the Fifth Hospital of Deyang City from May 2022 to May 2024 were regarded as the bacterial meningitis group.According to the severity of damage to the central nervous system caused by bacterial meningitis,they were further separated into a general group(n=63)and a severe group(n=31).94 patients with suspected meningitis upon admission but excluded meningitis after examination were selected as the non bacterial meningitis group.A total of 94 patients diagnosed with bacterial meningitis in the Fifth Hospital of Deyang City from May 2022 to May 2024 were selected as the bacterial meningitis group 94 healthy volunteers who underwent physicalexamination were as the control group.Real-time fluorescence quantitative PCR(qRT-PCR)method was applied to detect the expression levels of lncRNA DDIT4-AS1 and lncRNA RSPH9-4 in serum samples of all personnel.Spearman analysis was applied to analyze the correlation between serum levels of lncRNA DDIT4-AS1 and lncRNA RSPH9-4 with the severity of bacterial meningitis.Multivariate Logistic analysis was applied to analyze the influencing factors of bacterial meningitis.Receiver operating characteristic(ROC)curve was plotted to analyze the diagnostic value of serum lncRNA DDIT4-AS1 and lncRNA RSPH9-4 levels for bacterial meningitis.Results Compared with the control group,the expression levels of serum lncRNA DDIT4-AS1(1.35±0.27,1.67±0.35 vs 1.01±0.18)and lncRNA RSPH9-4(1.30±0.25,1.56±0.32 vs 1.00±0.19)were increased in non bacterial meningitis group and bacterial meningitis group(t=10.159,16.259;9.263,14.589),compared with the non bacterial meningitis group,the expression levels of serum lncRNA DDIT4-AS1 and lncRNA RSPH9-4 in the bacterial meningitis group were increased(t=7.019,6.208),and the differences were statistically significant(all P<0.05),respectively.Compared with the general group,the expression levels of serum lncRNA DDIT4-AS1(1.88±0.38 vs 1.56±0.31)and lncRNA RSPH9-4(1.79±0.35 vs 1.45±0.28)were increased in the severe group,and the differences were statistically significant(t=4.361,5.088,all P<0.05).Spearman correlation analysis results showed that serum levels of lncRNA DDIT4-AS1,lncRNA RSPH9-4 were positively correlated with the severity of bacterial meningitis(r=0.524,0.548,all P<0.05).The expression levels of PCT,LDH and CRP in patients with bacterial meningitis were higher than those in patients without bacterial meningitis,and the differences were statistically significant(t=7.459,4.234,8.565,all P<0.05).Multivariate Logistic analysis showed that PCT,LDH,CRP,lncRNA DDIT4-AS1 and lncRNA RSPH9-4 were influencing factors for bacterial meningitis(Wald χ2=4.768~12.035,all P<0.05).The receiver operating characteristic(ROC)curve results showed that the combined diagnosis of serum lncRNA DDIT4-AS1 and lncRNA RSPH9-4 levels for bacterial meningitis had a significantly larger area under the curve(AUC)than the diagnosis of lncRNA DDIT4-AS1 and lncRNA RSPH9-4 alone,and the differences were statistically significant(Z=2.426,2.545,all P<0.05).Conclusion The expression levels of serum lncRNA DDIT4-AS1 and lncRNA RSPH9-4 are elevated in patients with bacterial meningitis,and the combination of the two has high diagnostic value for the disease.
9.Construction of nursing quality evaluation index system for pediatric orthopedics
Nan WANG ; Wei JIN ; Yanzhen HU ; Jie HUANG ; Dan ZHAO ; Juan XING ; Changhong LI ; Yanan HU ; Yi LIU ; Xuemei LU ; Zheng YANG
Chinese Journal of Practical Nursing 2024;40(9):655-664
Objective:To construct a representative index system for evaluating pediatric orthopedic nursing quality, providing a basis for hospital pediatric orthopedic nursing quality assessment and monitoring.Methods:From April to July 2023, using the "structure-process-outcome" three-dimensional quality structure model as the theoretical framework, a literature review was conducted, and an item pool was formulated. Through two rounds of Delphi method expert consultations, the hierarchical analysis method was finally employed to determine the indicators and their weights at each level.Results:The effective recovery rates of the questionnaire of the two rounds of expert consultations were 100% (20/20), the authority coefficients of experts were 0.87 and 0.88, the coefficients of variation were 0.00 to 0.27 and 0.00 to 0.24. The Kendell harmony coefficients of the second and third indicators in the two rounds of inquiry were 0.140, 0.166 and 0.192, 0.161(all P<0.05). The final pediatric orthopedic nursing quality evaluation index system included 3 primary indicators, 21 secondary indicators and 83 tertiary indicators. Among the primary indicators, the weight of process quality was the highest at 0.493 4, followed by outcome quality at 0.310 8, and the lowest was structural quality at 0.195 8. In the secondary indicators, "assessment criteria of limb blood circulation" had the highest weight at 0.099 8. Conclusions:The constructed pediatric orthopedic nursing quality evaluation index system covers key aspects and is more operationally feasible. It provides better guidance for nursing interventions and quality control.
10.Effects of dexmedetomidine combined with desflurane anesthesia on cerebral oxygen metabolism,sedation depth and cerebral function in patients undergoing liver cancer surgery
Gang XU ; Yuanyuan HUANG ; Bolin REN ; Junpeng LIU ; Xihua LU ; Changhong LIAO
Journal of Xinxiang Medical College 2024;41(2):175-179
Objective To explore the effects of dexmedetomidine combined with desflurane anesthesia on cerebral oxygen metabolism,sedation depth and cerebral function in liver cancer patients undergoing partial hepatic lobectomy.Methods A total of 30 liver cancer patients undergoing partial hepatic lobectomy at the Affiliated Cancer Hospital of Zhengzhou University from March to September 2022 were selected as the research subjects,they were divided into control group(n=15)and observation group(n=15)according to different anesthesia methods.Patients in both groups underwent partial open hepatectomy,and they were given the same anesthesia induction method.The patients in the control group received desflurane for anesthesia mainte-nance,while patients in the observation group received dexmedetomidine combined with desflurane for anesthesia maintenance.The anesthesia recovery indexes including the postoperative recovery time,recovery time of spontaneous breathing,eye-opening time of patients between the two groups were compared.The arterial oxygen saturation(SaO2),cervical vein oxygen saturation(SjvO2),arterial partial pressure of oxygen(PaO2)and partial pressure of venous oxygen of patients were detected by blood gas analyzer before anesthesia induction(T0),at the completion of anesthesia induction(T,),at 10 minutes after hepatic portal occlusion(T2),after hepatic lobectomy(T3)and after surgery(T4),and arterio-venous oxygen content difference(AVDO2)and cerebral oxygen extraction rate(CEO2)were calculated.The sedation depth of patients was evaluated by bispectral index(BIS)and patient state index(PSI)at T0,T1,T2,T3 and T4.The cerebral function of patients was evaluated by the Glasgow-Pittsburgh cerebral performance category scale at 3 months after surgery.The incidence of postoperative adverse reactions of patients between the two groups was compared.Results The postoperative recovery time,recovery time of sponta-neous breathing and eye-opening time of patients in the observation group were significantly shorter than those in the control group(P<0.05).There was no significant difference in SaO2 of patients between the two groups at different time points(P>0.05).At T2 and T3,SjvO2,AVDO2 and CEO2 of patients in the observation group were significantly lower than those in the control group(P<0.05),but there was no significant difference in SjvO2,AVDO2 and CEO2 of patients between the two groups at the other time points(P>0.05).At T2,T3 and T4,BIS and PSI of patients in the observation group were significantly lower than those in the control group(P<0.05),but there was no significant difference in BIS and PSI of patients between the two groups at T0 and T1(P>0.05).In the control group,there were 11 patients with postoperative brain function in grade 1,3 patients in grade Ⅱ and 1 patient in grade Ⅲ;in the observation group,there were 12 patients in grade Ⅰ and 3 patients in gradeⅡ.There was no significant difference in postoperative grading of brain function between the two groups(x2=1.044,P>0.05).There was no significant difference in the total incidence of postoperative adverse reactions between the control group and observation group[20.00%(3/15)vs 26.67%(4/15),x2=0.186,P>0.05].Conclusion Dexmedetomidine combined with desflurane anesthesia can shorten anesthesia recovery time,improve anesthesia depth and reduce cerebral oxygen metabolism in patients undergoing liver cancer surgery,which has no effect on cerebral function,showing good safety.

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