1.Quantitative Tracking Tumor Suppression Efficiency of Human Umbilical Cord-Derived Mesenchymal Stem Cells by Bioluminescence Imaging in Mice Hepatoma Model
Jingjing LIU ; Yupeng SHI ; Jing HAN ; Yong ZHANG ; Zhenghao CAO ; Jingliang CHENG
International Journal of Stem Cells 2020;13(1):104-115
Background and Objectives:
Tracking of the tumor progression by MSCs-based therapy is being increasingly important in evaluating relative therapy effectively. Herein, Bioluminescence imaging (BLI) technology was used to dynamically and quantitatively track the hepatocellular carcinoma suppressive effects by human umbilical cord mesenchymal stem cells (UC-MSCs).
Methods:
and Results: The stem cells present typical phenotypic characteristics and differentiation ability by morphology and flow cytometry analysis of marker expression. Then, the growth inhibition effect of conditioned medium and UC-MSC on H7402 cells was studied. It is found both the conditioned medium and UC-MSC can effectively decrease the proliferation of H7402 cells compared with the control group. Meanwhile, the relative migration of UC-MSC to H7402 is also increased through the transwell migration assay. In addition, a mice hepatoma tumor model was built by H7402 cells which can express a pLenti-6.3/DEST-CMV-luciferase 2-mKate2 gene. The effect of stem cells on growth inhibition of tumor in a mice transplantation model was dynamically monitored by bioluminescence imaging within 5 weeks. It has shown the bioluminescence signal intensity of the tumor model was significantly higher than that of the UC-MSC co-acting tumor model, indicating that the inhibition of UC-MSC on liver cancer resulted in low expression of bioluminescent signals.
Conclusions
The microenvironment of UC-MSCs can effectively inhibit the growth of liver cancer cells, and this therapeutic effect can be dynamically and quantitatively monitored in vivo by BLI. This is of great significance for the imaging research and application of stem cells in anticancer therapy.
2.Prediction of Prostate Cancer Risk Stratification Based on A Nonlinear Transformation Stacking Learning Strategy
Xinyu CAO ; Yin FANG ; Chunguang YANG ; Zhenghao LIU ; Guoping XU ; Yan JIANG ; Peiyan WU ; Wenbo SONG ; Hanshuo XING ; Xinglong WU
International Neurourology Journal 2024;28(1):33-43
Purpose:
Prostate cancer (PCa) is an epithelial malignancy that originates in the prostate gland and is generally categorized into low, intermediate, and high-risk groups. The primary diagnostic indicator for PCa is the measurement of serum prostate-specific antigen (PSA) values. However, reliance on PSA levels can result in false positives, leading to unnecessary biopsies and an increased risk of invasive injuries. Therefore, it is imperative to develop an efficient and accurate method for PCa risk stratification. Many recent studies on PCa risk stratification based on clinical data have employed a binary classification, distinguishing between low to intermediate and high risk. In this paper, we propose a novel machine learning (ML) approach utilizing a stacking learning strategy for predicting the tripartite risk stratification of PCa.
Methods:
Clinical records, featuring attributes selected using the lasso method, were utilized with 5 ML classifiers. The outputs of these classifiers underwent transformation by various nonlinear transformers and were then concatenated with the lasso-selected features, resulting in a set of new features. A stacking learning strategy, integrating different ML classifiers, was developed based on these new features.
Results:
Our proposed approach demonstrated superior performance, achieving an accuracy of 0.83 and an area under the receiver operating characteristic curve value of 0.88 in a dataset comprising 197 PCa patients with 42 clinical characteristics.
Conclusions
This study aimed to improve clinicians’ ability to rapidly assess PCa risk stratification while reducing the burden on patients. This was achieved by using artificial intelligence-related technologies as an auxiliary method for diagnosing PCa.
3.Expression level of LAMA2 in pan-cancer and its correlation with prognosis and immune microenvironment
Yichuan WANG ; Rui CAO ; Zhenghao CHEN ; Ye TIAN
International Journal of Surgery 2024;51(6):376-381
Objective:To investigate the relationship between the LAMA2 gene expression and the survival time of cancer patients, tumor microenvironment, tumor immune cell infiltration, and the immunotherapy responsiveness in pan-cancer. Methods:Download the expression data matrix and the clinical data from TCGA and IMvigor210, furthermore analyze the correlation between the expression level of LAMA2 and survival time, tumor microenvironment, and immunotherapy responsiveness by R and perform the gene set enrichment analysis of LAMA2 in pan-cancer to explore the related pathways. The Wilcoxon test was used to compare the expression difference of LAMA2 between tumor tissues and normal tissues. Kaplan-Meier method was used for survival analysis, and univariate COX regression analysis was used to evaluate the risk ratio relationship of LAMA2 in various tumors. Spearman correlation analysis was used to evaluate the correlation between the expression level of LAMA2 and tumor microenvironment immune score, as well as immune cell infiltration. Pearson correlation analysis was used to evaluate the correlation between the immunotherapy responsiveness and the expression level of LAMA2. Results:Compared with normal tissues, the expression level of LAMA2 was significantly decreased in most cancer types. In addition, the up-regulation or down-regulationand of LAMA2 expression may indicate the prognosis of patients. Univariate COX regression analysis showed that LAMA2 was significantly associated with prognosis in bladder cancer, renal papillary cell carcinoma, adrenocortical carcinoma, and so on. LAMA2 expression level was also significantly correlated with tumor microenvironment score, immune score and stromal score. Furthermore, the expression level of LAMA2 was correlated with the infiltration of tumor immune cells, including B cell, CD8 + T cell, regulatory T cell, mast cell, and so on. The results of gene set enrichment analysis show that the LAMA2 was mostly involved in the biological process of ion channels, gene expression, and skeletal muscle movement. LAMA2 expression was also associated with tumor mutation burden, microsatellite instability, and cell programmed death-ligand 1 immunotherapy responsiveness. Conclusions:LAMA2 has predictive value for survival and prognosis of patients in tumors, and is significantly correlated with tumor microenvironment, immune cell infiltration, tumor microenvironment, immunotherapy responsiveness, etc. As a potential tumor marker, LAMA2 provides a new direction for tumor prognosis judgment and treatment selection.
4.Application value of transanal endoscopic intersphincteric resection in sphincter preserva-tion for low rectal cancer
Gaojian CAO ; Ximo XU ; Hao ZHONG ; Zhenghao CAI ; Jun YOU ; Mingyang REN ; Liang KANG ; Bo FENG
Chinese Journal of Digestive Surgery 2024;23(6):836-844
Objective:To investigate the application value of transanal endoscopic intersphincteric resection (taE-ISR) in sphincter preservation for low rectal cancer.Methods:The pro-pensity score matching and retrospective cohort study was conducted. The clinicopathological data of 278 patients with low rectal cancer who were admitted to 5 medical centers, including Ruijin Hospital of Shanghai Jiaotong University School of Medicine et al, from January 2017 to December 2021 were collected. There were 178 males and 100 females, aged 58 (range, 49-64)years. Of 278 pati-ents, 147 cases undergoing taE-ISR were divided into the taE-ISR group, and 131 cases undergoing intersphincteric resection (ISR) were divided into the ISR group. Observation indicators:(1) propen-sity score matching and comparison of general data of patients between the two groups after matching; (2) comparison of intraoperative and postoperative conditions between the two groups; (3) long-term follow-up of the two groups; (4) analysis of risk factors affecting sphincter preservation for low rectal cancer. Propensity score matching was done by the 1∶1 nearest neighbor matching method, with a caliper value of 0.05. Propensity score matching analysis was done using the Matching package. Measurement data with normal distribution were represented as Mean± SD, and comparison between groups was conducted using the Student′s t test. Measurement data with skewed distribution were represented as M( Q1, Q3), and comparison between groups was conducted using the Wilcoxon rank sum test. Count data were described as absolute numbers or percentages, and comparison between groups was conducted using the Pearson chi-square test or Fisher exact probability. The Kaplan-Meier method was used to calculate survival rate and plot survival curve, and the Log-Rank test was used for survival analysis. Multivariate analysis was conducted using the Logistic regression model with the "glm2" package. The forest plot was used to show the risk factors affecting sphincter preservation for low rectal cancer. Results:(1) Propensity score matching and comparison of general data of patients between the two groups after matching. Of 278 patients, 180 cases were successfully matched, including 90 cases in the taE-ISR group and 90 cases in the ISR group, respectively. After propensity score matching, the elimination of distance between ischial tuberosities and distance from ischial tuberosity to the skin of buttocks confounding bias ensured comparability between the two groups. (2) Comparison of intraoperative and postoperative conditions between the two groups. Cases with positive distal margins, cases with specimen integrity, cases with sphincter preservation were 1, 88, 88 in the taE-ISR group and 8, 78, 74 in the ISR group, showing significant differences between the two groups ( P<0.05). (3) Long-term follow-up of the two groups. The median follow-up time was 4.3(range, 3.8-5.0)years of the taE-ISR group and 4.1(range, 3.4-4.7)years of the ISR group. The overall survival rate, disease-free survival rate and cumulative recurrence rate were 100.0%, 95.6% and 2.2% of the taE-ISR group, versus 98.9%, 87.8% and 10.0% of the ISR group, showing no significant difference in overall survival rate between the two groups ( χ2=0.97, P>0.05) and significant differences in disease-free survival rate and cumulative recurrence rate between the two groups ( χ2=4.05, 5.26, P<0.05). (4) Analysis of risk factors affecting sphincter preservation for low rectal cancer. Results of multivariate analysis showed that taE-ISR, distance from the tumor to the anus, and adjacent organ damage were independent factors affecting sphincter preservation for low rectal cancer ( odds ratio=0.86, 0.88, 1.35, 95% confidence interval as 0.79-0.93, 0.83-0.92, 1.04-1.74, P<0.05). In further analysis, there were significant differences in sphincter preservation and defecatory dysfunction between the 21 cases with neoadjuvant therapy in the taE-ISR group and the 19 cases with neoadjuvant therapy in the ISR group ( P<0.05). Conclusions:The taE-ISR is safe and feasible for patients with low rectal cancer. Compared with ISR, taE-ISR can significantly improve surgical quality, sphincter preservation rate and patient prognosis.
5.Shikimic Acid Promotes Oligodendrocyte Precursor Cell Differentiation and Accelerates Remyelination in Mice.
Fengfeng LU ; Dou YIN ; Yingyan PU ; Weili LIU ; Zhenghao LI ; Qi SHAO ; Cheng HE ; Li CAO
Neuroscience Bulletin 2019;35(3):434-446
The obstacle to successful remyelination in demyelinating diseases, such as multiple sclerosis, mainly lies in the inability of oligodendrocyte precursor cells (OPCs) to differentiate, since OPCs and oligodendrocyte-lineage cells that are unable to fully differentiate are found in the areas of demyelination. Thus, promoting the differentiation of OPCs is vital for the treatment of demyelinating diseases. Shikimic acid (SA) is mainly derived from star anise, and is reported to have anti-influenza, anti-oxidation, and anti-tumor effects. In the present study, we found that SA significantly promoted the differentiation of cultured rat OPCs without affecting their proliferation and apoptosis. In mice, SA exerted therapeutic effects on experimental autoimmune encephalomyelitis (EAE), such as alleviating clinical EAE scores, inhibiting inflammation, and reducing demyelination in the CNS. SA also promoted the differentiation of OPCs as well as their remyelination after lysolecithin-induced demyelination. Furthermore, we showed that the promotion effect of SA on OPC differentiation was associated with the up-regulation of phosphorylated mTOR. Taken together, our results demonstrated that SA could act as a potential drug candidate for the treatment of demyelinating diseases.
Animals
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Apoptosis
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drug effects
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Cell Differentiation
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drug effects
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Cell Proliferation
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drug effects
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Cells, Cultured
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Demyelinating Diseases
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prevention & control
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Encephalitis
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prevention & control
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Encephalomyelitis, Autoimmune, Experimental
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prevention & control
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Female
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Mice, Inbred C57BL
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Myelin Basic Protein
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metabolism
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Neuroprotective Agents
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administration & dosage
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Oligodendrocyte Precursor Cells
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drug effects
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metabolism
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Rats
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Remyelination
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drug effects
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Shikimic Acid
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administration & dosage
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TOR Serine-Threonine Kinases
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metabolism
6.Myt1L Promotes Differentiation of Oligodendrocyte Precursor Cells and is Necessary for Remyelination After Lysolecithin-Induced Demyelination.
Yanqing SHI ; Qi SHAO ; Zhenghao LI ; Ginez A GONZALEZ ; Fengfeng LU ; Dan WANG ; Yingyan PU ; Aijun HUANG ; Chao ZHAO ; Cheng HE ; Li CAO
Neuroscience Bulletin 2018;34(2):247-260
The differentiation and maturation of oligodendrocyte precursor cells (OPCs) is essential for myelination and remyelination in the CNS. The failure of OPCs to achieve terminal differentiation in demyelinating lesions often results in unsuccessful remyelination in a variety of human demyelinating diseases. However, the molecular mechanisms controlling OPC differentiation under pathological conditions remain largely unknown. Myt1L (myelin transcription factor 1-like), mainly expressed in neurons, has been associated with intellectual disability, schizophrenia, and depression. In the present study, we found that Myt1L was expressed in oligodendrocyte lineage cells during myelination and remyelination. The expression level of Myt1L in neuron/glia antigen 2-positive (NG2) OPCs was significantly higher than that in mature CC1 oligodendrocytes. In primary cultured OPCs, overexpression of Myt1L promoted, while knockdown inhibited OPC differentiation. Moreover, Myt1L was potently involved in promoting remyelination after lysolecithin-induced demyelination in vivo. ChIP assays showed that Myt1L bound to the promoter of Olig1 and transcriptionally regulated Olig1 expression. Taken together, our findings demonstrate that Myt1L is an essential regulator of OPC differentiation, thereby supporting Myt1L as a potential therapeutic target for demyelinating diseases.
Animals
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Cell Differentiation
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physiology
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Demyelinating Diseases
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chemically induced
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Lysophosphatidylcholines
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toxicity
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Mice
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Mice, Inbred C57BL
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Nerve Tissue Proteins
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metabolism
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Oligodendrocyte Precursor Cells
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cytology
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metabolism
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Oligodendroglia
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cytology
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metabolism
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Remyelination
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physiology
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Transcription Factors
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metabolism
7.Cyclin-dependent Kinase 18 Promotes Oligodendrocyte Precursor Cell Differentiation through Activating the Extracellular Signal-Regulated Kinase Signaling Pathway.
Yuchen PAN ; Zeping JIANG ; Dingya SUN ; Zhenghao LI ; Yingyan PU ; Dan WANG ; Aijun HUANG ; Cheng HE ; Li CAO
Neuroscience Bulletin 2019;35(5):802-814
The correct differentiation of oligodendrocyte precursor cells (OPCs) is essential for the myelination and remyelination processes in the central nervous system. Determining the regulatory mechanism is fundamental to the treatment of demyelinating diseases. By analyzing the RNA sequencing data of different neural cells, we found that cyclin-dependent kinase 18 (CDK18) is exclusively expressed in oligodendrocytes. In vivo studies showed that the expression level of CDK18 gradually increased along with myelin formation during development and in the remyelination phase in a lysophosphatidylcholine-induced demyelination model, and was distinctively highly expressed in oligodendrocytes. In vitro overexpression and interference experiments revealed that CDK18 directly promotes the differentiation of OPCs, without affecting their proliferation or apoptosis. Mechanistically, CDK18 activated the RAS/mitogen-activated protein kinase kinase 1/extracellular signal-regulated kinase pathway, thus promoting OPC differentiation. The results of the present study suggest that CDK18 is a promising cell-type specific target to treat demyelinating disease.