1.Influencing factors for microvascular invasion in hepatocellular carcinoma and construction of nomogram model based on three-dimensional visualization
Guanbin LUO ; Chiyu CAI ; Lianyuan TAO ; Dongxiao LI ; Zhuangzhuang YAN ; Yanbo WANG ; Liancai WANG ; Zejun WEN ; Peigang NING ; Deyu LI
Chinese Journal of Digestive Surgery 2024;23(2):280-288
Objective:To investigate the influencing factors for microvascular invasion (MVI) in hepatocellular carcinoma based on three-dimensional visualization and the construction of its nomogram model.Methods:The retrospective cohort study method was conducted. The clinico-pathological data of 190 patients with hepatocellular carcinoma who were admitted to Henan University People′s Hospital from May 2018 to May 2021 were collected. There were 148 males and 42 females, aged (58±12)years. The 190 patients were randomly divided into the training set of 133 cases and the validation set of 57 cases by the method of random number table in the ratio of 7:3. The abdominal three-dimensional visualization system was used to characterize the tumor morphology and other imaging features. Observation indicators: (1) analysis of influencing factors for MVI in hepatocellular carcinoma; (2) construction and evaluation of nomogram model of MVI in hepatocellular carcinoma. Measurement data with normal distribution were expressed as Mean± SD, and independent sample t test was used for comparison between groups. Measurement data with skewed distribution were expressed as M( Q1, Q3), and non-parametric rank sum test was used for comparison between groups. Count data were expressed as absolute numbers, and the chi-square test was used for comparison between groups. Corresponding statistical methods were used for univariate analysis. Binary Logistic regression model was used for multivariate analysis. Receiver operator characteristic (ROC) curves were plotted, and the nomogram model was assessed by area under the curve (AUC), calibration curve, and decision curve. Results:(1) Analysis of influencing factors for MVI in hepatocellular carcinoma. Among 190 patients with hepatocellular carcinoma, there were 97 cases of positive MVI (including 63 cases in the training set and 34 cases in the validation set) and 93 cases of negative MVI (including 70 cases in the training set and 23 cases in the validation set). Results of multivariate analysis showed that alpha-fetoprotein, vascular endothelial growth factor, tumor volume, the number of tumors, and tumor morphology were independent factors affecting the MVI of patients with hepatocellular carcinoma ( odds ratio=5.06, 3.62, 1.00, 2.02, 2.59, 95% confidence interval as 1.61-15.90, 1.28-10.20, 1.00-1.01, 1.02-3.98, 1.03-6.52, P<0.05). (2) Construction and evaluation of nomogram model of MVI in hepatocellular carcinoma. The results of multivariate analysis were incorporated to construct a nomogram prediction model for MVI of hepatocellular carcinoma. ROC curves showed that the AUC of the training set of nomogram model was 0.85 (95% confidence interval as 0.79-0.92), the optimal fractional cutoff based on the Jordon′s index was 0.51, the sensitivity was 0.71, and the specificity was 0.84. The above indicators of validation set were 0.92 (95% confidence interval as 0.85-0.99), 0.50, 0.90, and 0.82, respectively. The higher total score of the training set suggested a higher risk of MVI in hepatocellular carcinoma. The calibration curves of both training and validation sets of nomogram model fitted well with the standard curves and have a high degree of calibration. The decision curve showed a high net gain of nomogram model. Conclusions:Alpha-fetoprotein, vascular endothelial growth factor, tumor volume, the number of tumors, and tumor morphology are independent influencing factors for MVI in patients with hepatocellular carcinoma. A nomogram model constructed based on three-dimensional visualized imaging features can predict MVI in hepatocellular carcinoma.
2.The relationship of age-adjusted Charlson comorbidity index and prognosis of patients undergoing laparoscopic resection for hilar cholangiocarcinoma
Chiyu CAI ; Liancai WANG ; Lianyuan TAO ; Dongxiao LI ; Erwei XIAO ; Guangjin TIAN ; Guanbin LUO ; Zhuangzhuang YAN ; Yanbo WANG ; Deyu LI
Chinese Journal of Hepatobiliary Surgery 2024;30(1):33-37
Objective:To study the impact of the age-adjusted Charlson comorbidity index (ACCI) on the prognosis of patients with hilar cholangiocarcinoma following laparoscopic surgical resection.Methods:Clinical data of 136 patients with hilar cholangiocarcinoma undergoing laparoscopic surgery at Zhengzhou University People's Hospital between January 2013 and January 2018 were retrospectively analyzed, including 81 males and 55 females, aged (63.6±9.8) years. Patients were divided into two groups based on the median ACCI score of 4.0: the high ACCI group (ACCI>4.0, n=49) and low ACCI group (ACCI≤4.0, n=87). The prognosis was compared between the two group. Univariate and multivariate Cox regression analyses were performed to analyze the effect of ACCI on survival after laparoscopic surgery. Results:The 1- and 3-year cumulative survival rates in low ACCI group were 87.4% and 48.3%, respectively, compared to 53.1% and 4.1% in high ACCI group ( χ2=27.97, P<0.001). Univariate Cox regression analysis indicated that ACCI >4.0 was associated with prognosis ( HR=3.73, 95% CI: 2.44-5.68, P<0.001). Multivariate Cox regression analysis also indicated that ACCI >4.0 was associated with an increased risk of postoperative mortality in patients with hilar cholangiocarcinoma ( HR=2.69, 95% CI: 1.65-4.37, P<0.001). Conclusion:The ACCI is a significant risk factor for survival of patients with hilar cholangiocarcinoma following laparoscopic surgery, which could facilitate a precise preoperative assessment of patient status and choice of surgical approach.
3.Xuebijing injection alleviates inflammatory response in isolated empty beating pig hearts preserved by ECMO
Chunhua WANG ; Xiao YUE ; Wei WU ; Guanbin QIN ; Lan LUO ; Qiangxin HUANG ; Shijie YIN
Organ Transplantation 2024;15(5):772-779
Objective To investigate the regulatory effect of Xuebijing injection on inflammatory reaction during the preservation of isolated empty beating pig hearts with extracorporeal membrane oxygenation.Methods Twelve healthy Guangxi Bama miniature pigs were randomly divided into the Xuebijing group(n=6)and normal saline group(n=6).After the models were established in the Xuebijing group,Xuebijing injection was given at a dose of 5 mL/h through micropump in membrane oxygenator.In the normal saline group,an equivalent amount of 0.9%sodium chloride injection was pumped.Continuous pumping was performed for 8 h in both groups.The time of cardiac resuscitation and perfusion pressure,heart rate,perfusion flow rate after 8 h preservation were recorded in two groups.Pathological and ultrastructural changes of myocardial tissues in the left ventricular wall of hearts with cardiac arrest were observed after 8 h preservation.Serum levels of myocardial injury markers and inflammatory cytokines were detected in two groups at the beginning(T0),2 h(T2),4 h(T4),6 h(T6)and 8 h(T8)after model establishment,respectively.The expression levels of NOD-like receptor protein 3(NLRP3),cysteinyl aspartate specific proteinase-1(Caspase-1),apoptosis-associated speck-like protein containing a CARD(ASC)messenger RNA(mRNA)in myocardial tissues were measured at T0,T2,T4,T6 and T8,respectively.Results There were no significant differences in the time of cardiac resuscitation and perfusion pressure,heart rate,perfusion flow rate after 8 h preservation between two groups(all P>0.05).Compared with the normal saline group,the levels of lactate dehydrogenase(LDH)at T4,creatine kinase(CK),LDH and α-hydroxybutyrate dehydrogenase(α-HBDH)at T6 and T8,tumor necrosis factor(TNF)-α at T4,T6 and T8,and interleukin(IL)-6,IL-18 and IL-1 β at T0,T2,T4,T6 and T8 were lower,and the mRNA relative expression levels of NLRP3 and Caspase-1 at T2,T4 and T6,and Caspase-1 and ASC at T8 were lower in the Xuebijing group,respectively(all P<0.05).Hematoxylin-eosin staining and transmission electron microscopy showed that the degree of myocardial injury in the Xuebijing group was slighter than that in the normal saline group.Conclusions Xuebijing injection may effectively mitigate inflammatory response and exert certain myocardial protection effect during the ECMO preservation of isolated empty beating pig hearts.
4.Analysis of influencing factors and construction of predictive nomogram on 15-minute retention rate of indocyanine green in hepatocellular carcinoma
Chiyu CAI ; Guanbin LUO ; Lianyuan TAO ; Dongxiao LI ; Yujin PAN ; Zhuangzhuang YAN ; Yanbo WANG ; Yingkun CHE ; Liancai WANG ; Deyu LI
Chinese Journal of Hepatobiliary Surgery 2023;29(7):516-521
Objective:To analyze the influencing factors of abnormal 15-minute retention rate of indocyanine green (ICG R15) (≥10%) in patients with hepatocellular carcinoma, and to construct a nomogram model, and to evaluate the prediction efficiency of the nomogram model.Methods:The clinical data of 190 patients with hepatocellular carcinoma in Zhengzhou University People's Hospital from December 2017 to June 2022 were retrospectively analyzed, including 148 males and 42 females, aged (57.8±9.9) years. According to ICG R15, the patients were divided into ICG R15 normal group ( n=134, ICG R15<10%) and ICG R15 abnormal group ( n=56, ICG R15≥10%). Univariate and multivariate logistic regression were used to analyze the influencing factors of abnormal ICG R15, and the nomogram model was established. The predictive ability of the model was evaluated by receiver operating characteristic (ROC) curve and C-index, and the model was verified by calibration curve and decision analysis curve. Results:Abnormal ICG R15 group the proportion of liver cirrhosis, albumin ≤35 g/L, hemoglobin ≤110 g/L, platelet count ≤100×10 9/L, prothrombin time >13 s, alanine aminotransferase >40 U/L, aspartate aminotransferase >40 U/L, total bilirubin >34.2 μmol/L, and the largest tumor diameter >5.0 cm, spleen volume >383.1 cm 3, spleen volume to of non-tumor liver volume (SNLR) >0.276 and liver tumor volume >117.2 cm 3 were higher than that of ICG R15 normal group, and the differences were statistically significant (all P<0.05). Logistic regression analysis showed that liver cirrhosis ( OR=3.89, 95% CI: 1.28-11.80, P=0.016), spleen volume >383.1 cm 3( OR=5.17, 95% CI: 1.38-19.38, P=0.015), SNLR >0.276 ( OR=5.54, 95% CI: 1.44-21.26, P=0.013) and total bilirubin >34.2 μmol/L( OR=10.20, 95% CI: 1.88-55.39, P=0.007) increased the risk of abnormal ICG R15. A nomogram model was constructed based on the above risk factors. The C-index of the model was 0.915 (95% CI: 0.872-0.957), and the area under the ROC curve predicted by the nomogram model was 0.915 (95% CI: 0.871-0.958). The calibration curve showed that the correlation index of the abnormal ICG R15 predicted by the nomogram was similar to actual situation. Decision analysis curve showed high returns. Conclusion:Liver cirrhosis, spleen volume >383.1 cm 3, SNLR>0.276 and total bilirubin >34.2 μmol/L were indepentlent risk factors for abnormal ICG R15 in patients with hepatocellur carcinoma. The clinical prediction model of ICG R15 abnormality constructed by nomogram has good prediction efficiency, which can provide a reference for evaluating preoperative liver reserve function of patients with hepatocellular carcinoma.
5.Research Progress of the Effect of Microgravity on Cellular Senescence
Wenjun LÜ ; Guanbin SONG ; Qing LUO
Journal of Medical Biomechanics 2023;38(1):E189-E194
Microgravity is a typical feature of the space. A large number of space flights and foundation simulation experiments have shown that cells show typical biological characteristics of aging, such as reduced cell proliferation and cell cycle arrest under microgravity or simulated microgravity. However, the molecular mechanism by which microgravity or simulated microgravity affects cellular senescence is not well understood. Understanding the mechanism controlling cellular senescence induced by microgravity environment is helpful for exploring anti-aging strategies and targeted interventions in space. In recent years, domestic and foreign scholars have carried out a number of researches and explorations on the effect of microgravity and simulated microgravity on cellular senescence as well as the related mechanisms. In this review, the latest research progress of this filed was summarized.
6.Mechanical Heterogeneity of Tumor Tissues and Epithelial-Mesenchymal Transition of Tumor Cells
Yuchuan SUN ; Hong LI ; Qing LUO ; Guanbin SONG
Journal of Medical Biomechanics 2021;36(4):E659-E663
In the process of tumor growth, with the proliferation and expansion of cancer cells, the reconstruction of extracellular matrix (ECM) of cancer tissues, the restriction of surrounding tissues and the flow of cancer tissue interstitial fluid, the special stress environment is formed in the tumor tissues. Significant differences are found in the mechanical environment and mechanical characteristics of different regions of tumor tissues, that is, mechanical heterogeneity. The reseach shows that the mechanical properties of tumor tissue invasion frontier areas are more significant and complex. In particular, the epithelial-mesenchymal transition (EMT) of tumor cells also prefers to concentrate on this area. The mechanical stress generated by the invasion front can induce EMT of tumor cells through TWIST1, TGF-β, WNT and other force signal transduction pathways, and promote tumor cell invasion. From the perspective of tumor biomechanics, this review focuses on the relationship between mechanical heterogeneity of tumor cells and EMT, so as to provide the theoretical basis for mechanoenvironment-targeted therapy of tumors.
7.Effects of Matrix Stiffness on Proliferation and Glucose Metabolism of Hepatocellular Carcinoma Cells
Qiuping LIU ; Boren TIAN ; Qing LUO ; Guanbin SONG
Journal of Medical Biomechanics 2019;34(2):E133-E138
Objective To investigate the influences of different matrix stiffness on proliferation ability and glucose metabolism of hepatocellular carcinoma (HCC) cells and to explore the correlation between metabolism and biological behavior changes of HCC cells resulted from the stiffness of extracellular matrix (ECM).Methods The proliferation changes of HepG2 cells cultured on matrix with different stiffness were detected by CCK-8 assay and cell count assay. 2-NBDG and flow cytometry were used to detect the effect of matrix stiffness on glucose uptake. Real-time fluorescence quantitative polymerase chain reaction (qRT-PCR) was used to detect the expression level of Glut1. Then, 2-DG was used to inhibit glycolysis, and the influences of matrix stiffness on proliferation of HepG2 cells were detected. Results The proliferation ability, glucose uptake and the expression of Glut1 of HepG2 cells increased with the matrix stiffness increasing. When glycolysis was inhibited, the proliferation ability of HepG2 cells grown on matrix with different stiffness was similar. Conclusions The mechanical microenvironment had an important effect on proliferation of HCC cells; matrix with a larger stiffness might promote proliferation of HCC cells through regulating glycolysis. The research findings provide a corresponding experimental basis for the clinical treatment of HCC cells and drug development targeting glucose metabolism.
8.Effect of fructose and dithiothreitol on cell viability and pluripotency of cryopreserved bone marrow mesenchymal stem cells
Xintong ZHENG ; Qin LIU ; Jingxia ZHANG ; Qing LUO ; Zhe CHEN ; Guanbin SONG
Chinese Journal of Tissue Engineering Research 2016;20(41):6085-6091
BACKGROUND:Cel cryopreservation is required for clinical use of stem cel s, and the current process of cryopreservation however may be harmful to cel viability, pluripotency and differentiation capacity.
OBJECTIVE:To explore the effect of fructose and dithiothreitol on pluripotency and osteogenesis of cryopreserved bone marrow mesenchymal stem cel s.
METHODS:Bone marrow mesenchymal stem cel s were isolated from the bone marrow of Sprague-Dawley rats and pretreated with fructose (200μmol/L), dithiothreitol (500μmol/L) or combined components before cryopreservation. Then the cel s were cryopreseved for 6 months and the morphology of cel s was observed by inverted microscopy. The cel viability was evaluated by MTT, and real-time PCR was used to detect the mRNA expression of Nanog, OCT4 and Sox2. Alkaline phophatase activity assay and alizarin red staining were utilized to detect the osteogenic capacity of bone marrow mesenchymal stem cel s.
RESULTS AND CONCLUSION:Images captured by inverted microscopy showed no significant difference in cel morphology between groups. The MTT results indicated that fructose and combined pretreatment could promote the cel viability of bone marrow mesenchymal stem cel s after cryopreservation, while the real-time PCR results demonstrated that dithiothreitol significantly facilitated the expression of Naogo and Sox2 in bone marrow mesenchymal stem cel s. Moreover, ALP activity assay and alizarin red staining confirmed the positive effects of fructose, dithiothreitol and combined pretreatment on osteogenic capacity of bone marrow mesenchymal stem cel s after cryopreservation, and the best effects were found after pretreatment with dithiothreitol and combined components. Overal , these findings indicate that fructose pretreatment is beneficial for cel viability of cryopreseved bone marrow mesenchymal stem cel s, and dithiothreitol contributes to maintaining the pluripotency and osteogenesis capacity of cryopreseved bone marrow mesenchymal stem cel s.
9.Effect of Conditioned Medium from Endothelial Cells on Cancer Stem Cell Phenotype of Hepatoma Cells.
Chuan FENG ; Xianjiong YANG ; Jinghui SUN ; Qing LUO ; Guanbin SONG
Journal of Biomedical Engineering 2015;32(5):1061-1066
In this study, we aimed to investigate the influences of conditioned medium from human umbilical vein endothelial cells (HUVEC) on cancer stem cell phenotype of human hepatoma cells. HUVEC and human hepatoma cells (MHCC97H) were cultured, respectively, and then the MHCC97H cells were co-cultured with conditioned medium from HUVEC (EC-CM) with Transwell system. Anti-cancer drug sensitivity, colony-formation, migration/invasion ability, expression of cancer stem cell marker and sphere formation were performed to determine the cancer stem cell phenotype in MHCC97H cells. We found that MHCC97H cells co-cultured with EC-CM exhibited significantly higher colony-formation ability and lower sensitivity of anti-cancer drugs 5-FU and Cis. Transwell assay showed that treatment with EC-CM obviously increased migration and invasion of MHCC97H cells. Moreover, increased sphere forming capability and expression of CD133 in MHCC97H cells were observed after co-cultured with EC-CM. These results suggested that EC-CM could promote cancer stem cell phenotype of hepatoma cells.
Antineoplastic Agents
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pharmacology
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Carcinoma, Hepatocellular
;
Cell Line, Tumor
;
Coculture Techniques
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Culture Media, Conditioned
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Fluorouracil
;
pharmacology
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Human Umbilical Vein Endothelial Cells
;
chemistry
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Humans
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Liver Neoplasms
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Neoplastic Stem Cells
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cytology
;
Phenotype
10.Novel therapeutic strategies for treatment of hepatocellular carcinoma: targeting intervention on liver cancer stem cells.
Xiaoming LI ; Qing LUO ; Guanbin SONG
Journal of Biomedical Engineering 2013;30(4):894-898
Hepatocellular carcinoma (HCC) is one of the most common human malignant tumors worldwide; it is also hard to prevent its metastasis and recurrence by traditional treatments. Up to now, how to prevent and treat HCC is still a challenging problem in clinic. Cancer stem cells (CSCs) are cells within malignant tumor that possess the capacity to self-renew and differentiate to lead to the heterogeneous lineages of cancer cells that comprise the tumor, and are the root to cause metastasis, recurrence and bad prognosis of the cancer. Targeting CSCs is a novel therapeutic strategy for management and treatment of the cancer. In recent years, targeting intervention on liver cancer stem cells (LCSCs) gradually became a novel strategy for HCC treatment, and some exciting research results in the treatment of HCC were also achieved. In this review, we introduce the biological characteristics of LCSCs and highlight the therapeutic strategies for hepatocellular carcinoma by targeting intervention on LCSCs.
Animals
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Antineoplastic Agents
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therapeutic use
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Carcinoma, Hepatocellular
;
therapy
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Humans
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Liver Neoplasms
;
therapy
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Molecular Targeted Therapy
;
Neoplastic Stem Cells
;
metabolism
;
pathology

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