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Fan Y, Yu S, Yang Z, Cai D. Mesoporous SiO 2 based nanocomplex enzymes for enhanced chemodynamic therapy of pancreatic tumors. NANOSCALE 2025; 17:6646-6659. [PMID: 39950252 DOI: 10.1039/d4nr02406k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/14/2025]
Abstract
Chemodynamic therapy (CDT) is a therapeutic method that uses a Fenton/Fenton-like reaction to convert intracellular H2O2 into highly cytotoxic ˙OH to effectively kill cancer cells. This method is adapted to the specific characteristics of the tumor microenvironment, boasting high selectivity and strong specificity among other advantages. However, CDT still faces challenges. Glutathione (GSH), which is present in high levels in the tumor microenvironment, can consume a large amount of ˙OH, significantly limiting the effectiveness of CDT. In this study, we synthesized a core-shell nanozyme (mSiO2@MnO2) with a composite structure comprising a mesoporous silica core and a manganese dioxide (MnO2) shell. The mesoporous structure was loaded with the chemotherapeutic drug genistein (Gen) and surface-modified with polyethylene glycol (PEG) to enhance its effectiveness in treating pancreatic cancer. This formulation, denoted as the Gen@mSiO2@MnO2-PEG nanocomplex enzyme, exhibits a dual action mechanism. Firstly, upon reaching tumor cells, it releases genistein for kinetic therapy and degrades the MnO2 shell. Secondly, GSH consumption triggers Fenton-like reactions to generate ˙OH, thereby enhancing CDT. At the cellular level, the Gen@mSiO2@MnO2-PEG nanocomplex enzyme demonstrates excellent biocompatibility. It induces the production of reactive oxygen species in the pancreatic cancer cell line PANC-1, disrupting the redox balance within tumor cells, and ultimately killing them. In vivo, the Gen@mSiO2@MnO2-PEG nanocomplex enzyme selectively accumulates at the tumor sites in PANC-1 tumor-bearing mice, resulting in the inhibition of tumor growth and metastasis. This study demonstrates that core-shell nanozymes serve as an effective platform for cancer therapy, enhancing the efficacy of combined chemotherapy and CDT for pancreatic cancer.
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Affiliation(s)
- Yue Fan
- Department of Integrative Medicine, Zhongshan Hospital, Fudan University, Shanghai, China.
- Laboratory of Neurology, Institute of Integrative Medicine, Fudan University, Shanghai, China
| | - Shulin Yu
- Department of Integrative Medicine, Zhongshan Hospital, Fudan University, Shanghai, China.
- Laboratory of Neurology, Institute of Integrative Medicine, Fudan University, Shanghai, China
| | - Zhaoshuo Yang
- Department of Integrative Medicine, Zhongshan Hospital, Fudan University, Shanghai, China.
- Laboratory of Neurology, Institute of Integrative Medicine, Fudan University, Shanghai, China
| | - Dingfang Cai
- Department of Integrative Medicine, Zhongshan Hospital, Fudan University, Shanghai, China.
- Laboratory of Neurology, Institute of Integrative Medicine, Fudan University, Shanghai, China
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Chen K, Li Q, Li Y, Jiang D, Chen L, Jiang J, Li S, Zhang C. Tetraspanins in digestive‑system cancers: Expression, function and therapeutic potential (Review). Mol Med Rep 2024; 30:200. [PMID: 39239742 PMCID: PMC11411235 DOI: 10.3892/mmr.2024.13324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Accepted: 08/06/2024] [Indexed: 09/07/2024] Open
Abstract
The tetraspanin family of membrane proteins is essential for controlling different biological processes such as cell migration, penetration, adhesion, growth, apoptosis, angiogenesis and metastasis. The present review summarized the current knowledge regarding the expression and roles of tetraspanins in different types of cancer of the digestive system, including gastric, liver, colorectal, pancreatic, esophageal and oral cancer. Depending on the type and context of cancer, tetraspanins can act as either tumor promoters or suppressors. In the present review, the importance of tetraspanins in serving as biomarkers and targets for different types of digestive system‑related cancer was emphasized. Additionally, the molecular mechanisms underlying the involvement of tetraspanins in cancer progression and metastasis were explored. Furthermore, the current challenges are addressed and future research directions for advancing investigations related to tetraspanins in the context of digestive system malignancies are proposed.
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Affiliation(s)
- Kexin Chen
- School of Basic Medical Sciences, Southwest Medical University, Luzhou, Sichuan 646000, P.R. China
| | - Qiuhong Li
- School of Basic Medical Sciences, Southwest Medical University, Luzhou, Sichuan 646000, P.R. China
| | - Yangyi Li
- Department of Medical Imaging, Southwest Medical University, Luzhou, Sichuan 646000, P.R. China
| | - Donghui Jiang
- School of Basic Medical Sciences, Southwest Medical University, Luzhou, Sichuan 646000, P.R. China
| | - Ligang Chen
- Department of Neurosurgery, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan 646000, P.R. China
| | - Jun Jiang
- Department of General Surgery (Thyroid Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan 646000, P.R. China
| | - Shengbiao Li
- School of Basic Medical Sciences, Southwest Medical University, Luzhou, Sichuan 646000, P.R. China
| | - Chunxiang Zhang
- Department of Cardiology, Institute of Cardiovascular Research, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan 646000, P.R. China
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Hu J, Wang J, Guo X, Fan Q, Li X, Li K, Wang Z, Liang S, Amin B, Zhang N, Chen C, Zhu B. MSLN induced EMT, cancer stem cell traits and chemotherapy resistance of pancreatic cancer cells. Heliyon 2024; 10:e29210. [PMID: 38628720 PMCID: PMC11019237 DOI: 10.1016/j.heliyon.2024.e29210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 04/01/2024] [Accepted: 04/02/2024] [Indexed: 04/19/2024] Open
Abstract
Chemoresistance is one of the main reasons for poor prognosis of pancreatic cancer. The effects of mesothelin (MSLN) on chemoresistance in pancreatic cancer are still unclear. We aim to investigate potential roles of MSLN in chemoresistance and its relationship with proliferation, epithelial-mesenchymal transition (EMT) and cancer stemness of pancreatic cancer cells. Human pancreatic cancer cell lines ASPC-1 and Mia PaCa-2 with high and low expression of MSLN, respectively, were selected. The ASPC-1 with MSLN knockout (KO) and Mia PaCa-2 of MSLN overexpression (OE) were generated. The effects of MSLN on cell phenotypes, expression of EMT-related markers, clone formation, tumor sphere formation, and pathologic role of MSLN in tumorigenesis were detected. Sensitivity of tumor cells to gemcitabine was evaluated. The results showed that adhesion, proliferation, migration and invasion were decreased significantly in ASPC-1 with MSLN KO, whereas increased significantly in Mia PaCa-2 with MSLN OE. The size and the number of clones and tumor spheres were decreased in ASPC-1 with MSLN KO, and increased in Mia PaCa-2 with MSLN OE. In xenograft model, tumor volume was decreased (tumor grew slower) in MSLN KO group compared to control group, while increased in MSLN OE group. Mia PaCa-2 with MSLN OE had a higher IC50 of gemcitabine, while ASPC-1 with MSLN KO had a lower IC50. We concluded that MSLN could induce chemoresistance by enhancing migration, invasion, EMT and cancer stem cell traits of pancreatic cancer cells. Targeting MSLN could represent a promising therapeutic strategy for reversing EMT and chemoresistance in pancreatic cancer cells.
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Affiliation(s)
- Jili Hu
- Department of General Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, China
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Zhengzhou University, Henan, 450052, China
- The First Affiliated Hospital of Zhengzhou University & Institute of Reproductive Health, Henan Academy of Innovations In Medical Science & NHC Key Laboratory of Birth Defects Prevention, China
| | - Jia Wang
- Department of General Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, China
- Department of General Surgery, Third Hospital, Peking University, Beijing, 100871, China
| | - Xu Guo
- Department of General Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, China
| | - Qing Fan
- Department of General Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, China
| | - Xinming Li
- Department of General Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, China
| | - Kai Li
- Department of General Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, China
| | - Zhuoyin Wang
- Department of General Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, China
| | - Shuntao Liang
- Center for Biomedical Innovation, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, China
| | - Buhe Amin
- Department of General Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, China
| | - Nengwei Zhang
- Department of General Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, China
| | - Chaowen Chen
- Department of General Surgery, Third Hospital, Peking University, Beijing, 100871, China
| | - Bin Zhu
- Department of General Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, China
- Department of General Surgery, Beijing Shijitan Hospital, Peking University Ninth School of Clinical Medicine, Beijing, China
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Zhang H, Song Q, Shang K, Li Y, Jiang L, Yang L. Tspan protein family: focusing on the occurrence, progression, and treatment of cancer. Cell Death Discov 2024; 10:187. [PMID: 38649381 PMCID: PMC11035590 DOI: 10.1038/s41420-024-01961-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2023] [Revised: 03/29/2024] [Accepted: 04/12/2024] [Indexed: 04/25/2024] Open
Abstract
The Tetraspanins (Tspan) protein family, also known as the tetraspanin family, contains 33 family members that interact with other protein molecules such as integrins, adhesion molecules, and T cell receptors by forming dimers or heterodimers. The Tspan protein family regulates cell proliferation, cell cycle, invasion, migration, apoptosis, autophagy, tissue differentiation, and immune response. More and more studies have shown that Tspan proteins are involved in tumorigenesis, epithelial-mesenchymal transition, thrombosis, tumor stem cell, and exosome signaling. Some drugs and microRNAs can inhibit Tspan proteins, thus providing new strategies for tumor therapy. An in-depth understanding of the functions and regulatory mechanisms of the Tspan protein family, which can promote or inhibit tumor development, will provide new strategies for targeted interventions in the future.
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Affiliation(s)
- Huhu Zhang
- Department of Genetics and Cell Biology, Basic Medical College, Qingdao University, Qingdao, 266071, China
| | - Qinghang Song
- Health Science Center, Qingdao University, Qingdao, 266071, China
| | - Kaiwen Shang
- Health Science Center, Qingdao University, Qingdao, 266071, China
| | - Ya Li
- Department of Genetics and Cell Biology, Basic Medical College, Qingdao University, Qingdao, 266071, China
| | - Liangqian Jiang
- Department of Medical Genetics, Linyi People's Hospital, Linyi, China
| | - Lina Yang
- Department of Genetics and Cell Biology, Basic Medical College, Qingdao University, Qingdao, 266071, China.
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Rinchai D, Chaussabel D. Assessing the potential relevance of CEACAM6 as a blood transcriptional biomarker. F1000Res 2024; 11:1294. [PMID: 39239252 PMCID: PMC11375406 DOI: 10.12688/f1000research.126721.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/11/2024] [Indexed: 09/07/2024] Open
Abstract
Background Changes in blood transcript abundance levels have been associated with pathogenesis in a wide range of diseases. While next generation sequencing technology can measure transcript abundance on a genome-wide scale, downstream clinical applications often require small sets of genes to be selected for inclusion in targeted panels. Here we set out to gather information from the literature and transcriptome datasets that would help researchers determine whether to include the gene CEACAM6 in such panels. Methods We employed a workflow to systematically retrieve, structure, and aggregate information derived from both the literature and public transcriptome datasets. It consisted of profiling the CEACAM6 literature to identify major diseases associated with this candidate gene and establish its relevance as a biomarker. Accessing blood transcriptome datasets identified additional instances where CEACAM6 transcript levels differ in cases vs controls. Finally, the information retrieved throughout this process was captured in a structured format and aggregated in interactive circle packing plots. Results Although it is not routinely used clinically, the relevance of CEACAM6 as a biomarker has already been well established in the cancer field, where it has invariably been found to be associated with poor prognosis. Focusing on the blood transcriptome literature, we found studies reporting elevated levels of CEACAM6 abundance across a wide range of pathologies, especially diseases where inflammation plays a dominant role, such as asthma, psoriasis, or Parkinson's disease. The screening of public blood transcriptome datasets completed this picture, showing higher abundance levels in patients with infectious diseases caused by viral and bacterial pathogens. Conclusions Targeted assays measuring CEACAM6 transcript abundance in blood may be of potential utility for the management of patients with diseases presenting with systemic inflammation and for the management of patients with cancer, where the assay could potentially be run both on blood and tumor tissues.
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Affiliation(s)
- Darawan Rinchai
- St. Giles Laboratory of Human Genetics of Infectious Diseases, The Rockefeller University, New York, New York, 10065, USA
| | - Damien Chaussabel
- Computer Sciences Department, The Jackson Laboratory, Farmington, CT, 06032, USA
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Zhou Y, Huang B, Zhang Q, Yu Y, Xiao J. Modeling of new markers for the diagnosis and prognosis of pancreatic cancer based on the transition from inflammation to cancer. Transl Cancer Res 2024; 13:1425-1442. [PMID: 38617519 PMCID: PMC11009810 DOI: 10.21037/tcr-23-1365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Accepted: 01/11/2024] [Indexed: 04/16/2024]
Abstract
Background Pancreatic adenocarcinoma (PAAD) is a lethal disease with a poor prognosis. Genes involved in acute pancreatitis (AP) or chronic pancreatitis (CP) might be important for PAAD development. This study sought to identify potential PAAD diagnosis markers and to establish a PAAD prognosis prediction model based on AP- and CP-related genes. Methods The significantly differentially expressed genes in both AP or CP and PAAD were obtained by a bioinformatics analysis. A risk-score model for predicting survival was constructed based on The Cancer Genome Atlas (TCGA) data and validated using an International Cancer Genome Consortium (ICGC) cohort. Protein expression and the effects of the genes in the risk models were validated by immunohistochemistry, or Cell Counting Kit-8 (CCK-8) and transwell assays. The study sample data included six AP tissue samples and five normal pancreatic tissue samples, six CP tissue samples and six normal pancreatic tissue samples from the Gene Expression Omnibus (GEO) expression profiling microarrays GSE109227 and GSE41418 data sets, respectively, and fragments per kilobase per million mapped fragments (FPKM) data from four normal controls and 150 PAAD cases from TCGA database, and 182 cancer patient samples with complete survival prognostic data from the ICGC database. Results In total, 508 significantly differentially expressed genes were found in both AP or CP and PAAD. Trefoil factor 2 (TFF2), tubulointerstitial nephritis antigen (TINAG), trefoil factor 1 (TFF1), aquaporin 5 (AQP5), SAM pointed domain containing ETS transcription factor (SPDEF), anterior gradient protein 2 (AGR2), apolipoprotein B messenger RNA editing enzyme catalytic subunit 1 (APOBEC1), kallikrein-related peptidase 6 (KLK6), dopa decarboxylase (DDC), mucin 13 (MUC13), claudin 18 (CLDN18), annexin A10 (ANXA10), and tetraspanin 1 (TSPAN1) were found to be present in PAAD and had the largest fold change. A risk-score model, comprising 19 genes, was constructed for prognostic prediction. A high-risk score indicated a poor prognosis. TINAG, DDC, SPDEF, and APOBEC1 proteins were increased in PAAD, while TINAG and DDC were correlated with the pathologic grade. Decreased TINAG, APOBEC1, transmembrane protein 94 (TMEM94), and kelch like family member 36 (KLHL36) expression inhibited PAAD cell proliferation, while decreased SPDEF, TMEM94, and KLHL36 expression significantly inhibited PAAD cell migration. Conclusions The AP and CP co-related genes were significantly correlated with PAAD. TINAG, DDC, SPDEF, and APOBEC1 could serve as new PAAD predictors. The risk model developed in this study could be used to predict the prognosis of PAAD patients.
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Affiliation(s)
- Yuan Zhou
- Guangxi Key Laboratory of Molecular Medicine in Liver Injury and Repair, Affiliated Hospital of Guilin Medical University, Guilin, China
- Guangxi Health Commission Key Laboratory of Basic Research in Sphingolipid Metabolism Related Diseases, Affiliated Hospital of Guilin Medical University, Guilin, China
- Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hospital of Guilin Medical University, Guilin, China
| | - Borong Huang
- Guangxi Key Laboratory of Molecular Medicine in Liver Injury and Repair, Affiliated Hospital of Guilin Medical University, Guilin, China
- Guangxi Health Commission Key Laboratory of Basic Research in Sphingolipid Metabolism Related Diseases, Affiliated Hospital of Guilin Medical University, Guilin, China
- Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hospital of Guilin Medical University, Guilin, China
| | - Qinqin Zhang
- Department of Thyroid and Breast Surgery, Nanxishan Hospital of Guangxi Zhuang Autonomous Region, Guilin, China
| | - Yaqun Yu
- Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hospital of Guilin Medical University, Guilin, China
| | - Juan Xiao
- Guangxi Key Laboratory of Molecular Medicine in Liver Injury and Repair, Affiliated Hospital of Guilin Medical University, Guilin, China
- Guangxi Health Commission Key Laboratory of Basic Research in Sphingolipid Metabolism Related Diseases, Affiliated Hospital of Guilin Medical University, Guilin, China
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Li S, Dong R, Kang Z, Li H, Wu X, Li T. Exosomes: Another intercellular lipometabolic communication mediators in digestive system neoplasms? Cytokine Growth Factor Rev 2023; 73:93-100. [PMID: 37541791 DOI: 10.1016/j.cytogfr.2023.06.005] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 06/25/2023] [Accepted: 06/29/2023] [Indexed: 08/06/2023]
Abstract
Neoplasms are one of the most concerned public health problems worldwide. Digestive system neoplasms, with a high morbidity and mortality, is one of the most common malignant tumors in human being. It is found that exosomes act as an intercellular communication media to carry the metabolic and genetic information of parental cells to target cells. Likely, exosomes participate in lipid metabolism and regulates multiple processes in digestive system neoplasms, including the information transmission among cancer cells, the formation of neoplastic microenvironment, and the neoplastic biological behaviors like metastasis, invasion, and the chemotherapy resistance. In this review, we firstly introduce the main mechanisms whereas exosomes act as intercellular lipometabolic communication mediator in digestive system neoplasms. Thereafter we introduce the relationship between exosomes lipid metabolism and various type of digestive system neoplasms, including gastric cancer, hepatocellular carcinoma, pancreatic cancer, and colorectal cancer. Eventually, we summarized and prospected the development and implication of exosomes in digestive system neoplasms. The further research of exosomes as intercellular lipid metabolism mediator will contribute to accurate and efficient diagnosis and treatment of digestive system neoplasms.
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Affiliation(s)
- Shaodong Li
- Department of General Surgery, The First Affiliated Hospital of Hebei North University, Zhangjiakou 075000, China; Department of Hepatobiliary and Pancreatic Surgery, General Surgery Center, First Hospital of Jilin University, Changchun 130021, China
| | - Ruizhi Dong
- Department of Colorectal & Anal Surgery, General Surgery Center, First Hospital of Jilin University, Changchun 130021, China
| | - Zhenhua Kang
- Department of Colorectal & Anal Surgery, General Surgery Center, First Hospital of Jilin University, Changchun 130021, China
| | - Hucheng Li
- Department of Hepato-Pancreato-Biliary Center, Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing 102218, China.
| | - Xueliang Wu
- Department of General Surgery, The First Affiliated Hospital of Hebei North University, Zhangjiakou 075000, China; Tumor Research Institute, The First Affiliated Hospital of Hebei North University, Zhangjiakou 075000, China.
| | - Tian Li
- School of Basic Medicine, Fourth Military Medical University, Xi'an 710032, China.
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Ke C, Bandyopadhyay D, Sarkar D. Gene Screening for Prognosis of Non-Muscle-Invasive Bladder Carcinoma under Competing Risks Endpoints. Cancers (Basel) 2023; 15:379. [PMID: 36672328 PMCID: PMC9856670 DOI: 10.3390/cancers15020379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 12/25/2022] [Accepted: 12/27/2022] [Indexed: 01/08/2023] Open
Abstract
Background: Discovering clinically useful molecular markers for predicting the survival of patients diagnosed with non−muscle-invasive bladder cancer can provide insights into cancer dynamics and improve treatment outcomes. However, the presence of competing risks (CR) endpoints complicates the estimation and inferential framework. There is also a lack of statistical analysis tools and software for coping with the high-throughput nature of these data, in terms of marker screening and selection. Aims: To propose a gene screening procedure for proportional subdistribution hazards regression under a CR framework, and illustrate its application in using molecular profiling to predict survival for non-muscle invasive bladder carcinoma. Methods: Tumors from 300 patients diagnosed with bladder cancer were analyzed for genomic abnormalities while controlling for clinically important covariates. Genes with expression patterns that were associated with survival were identified through a screening procedure based on proportional subdistribution hazards regression. A molecular predictor of risk was constructed and examined for prediction accuracy. Results: A six-gene signature was found to be a significant predictor associated with survival of non−muscle-invasive bladder cancer, subject to competing risks after adjusting for age, gender, reevaluated WHO grade, stage and BCG/MMC treatment (p-value < 0.001). Conclusion: The proposed gene screening procedure can be used to discover molecular determinants of survival for non−muscle-invasive bladder cancer and in general facilitate high-throughput competing risks data analysis with easy implementation.
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Affiliation(s)
- Chenlu Ke
- Department of Statistical Sciences and Operations Research, Virginia Commonwealth University, Richmond, VA 23284, USA
| | | | - Devanand Sarkar
- Department of Human Genetics, Virginia Commonwealth University, Richmond, VA 23219, USA
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Six Genes Associated with Lymphatic Metastasis in Colon Adenocarcinoma Linked to Prognostic Value and Tumor Immune Cell Infiltration. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2022; 2022:4304361. [PMID: 36072412 PMCID: PMC9444393 DOI: 10.1155/2022/4304361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 07/26/2022] [Accepted: 08/02/2022] [Indexed: 11/17/2022]
Abstract
Objective. The aim of the study is to explore the relationship between lymphatic metastasis genes, prognosis, and immune cell infiltration in patients with colon cancer. Methods. Based on the Cancer Genome Atlas Program (TCGA) database, differentially expressed genes and prognostic genes related to colon adenocarcinoma (COAD) lymphatic metastasis were screened and intersected. We used lasso and univariate Cox regression analysis to screen core genes and establish a preliminary prediction model. GO and KEGG enrichment analysis was used for lymphatic metastasis-related genes, and single GSEA was used for the final screening results. Finally, we evaluated the relationship between identified genes and immune cell infiltration. Results. A total of 1727 genes were differentially expressed between COAD patients with TNM stages of N0 and N1. After further screening, six core genes (RNU4-2, ZNF556, RNVU1-15, NSA2P6, RN7SL767P, and RN7SL473P) were obtained, and a preliminary prediction model was established, in which ZNF556 was a risk factor, and the rest were protective factors. Single GSEA showed that pathways such as systemic lupus erythematosus might play an important role in the initial lymphatic metastasis of COAD. GO and KEGG enrichment analysis of 1727 genes supported this result. Immune infiltration analysis showed that six genes were significantly correlated with T cell and NK cell families. Conclusion. Six core genes may affect COAD initial lymphatic metastasis through the systemic lupus erythematosus pathway and immune cell infiltration.
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Yeh CC, Liu HM, Lee MC, Leu YL, Chiang WH, Chang HH, Lee TY. Phytochemical‑rich herbal formula ATG‑125 protects against sucrose‑induced gastrocnemius muscle atrophy by rescuing Akt signaling and improving mitochondrial dysfunction in young adult mice. Mol Med Rep 2021; 25:57. [PMID: 34913071 PMCID: PMC8711025 DOI: 10.3892/mmr.2021.12572] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 11/18/2021] [Indexed: 11/06/2022] Open
Abstract
The antioxidant capability of herbal remedies has attracted widespread attention, but their molecular mechanisms in a muscle atrophy model have not been explored. The aim of the present study was to compare the bioactivity of sucrose challenged mice following treatment with ATG‑125. Here, through a combination of transcriptomic and biomedical analysis, herbal formula ATG‑125, a phytochemical‑rich formula, was identified as a protective factor against muscle atrophy in sucrose challenged mice. Gene ontology (GO) identified differentially expressed genes that were primarily enriched in the 'negative regulation of proteolysis', 'cellular amino acid metabolic process', 'lipoprotein particle' and 'cell cycle', all of which were associated with the ATG‑125‑mediated prevention of muscle atrophy, particularly with regard to mitochondrial biogenesis. In skeletal muscle, a set of mitochondrial‑related genes, including angiopoietin‑like 4, nicotinamide riboside kinase 2 (Nmrk2), pyruvate dehydrogenase lipoamide kinase isozyme 4, Asc‑type amino acid transporter 1 and mitochondrial uncoupling protein 3 (Ucp3) were markedly upregulated following ATG‑125 intervention. An increase in Nmrk2 and Ucp3 expression were noted after ATG‑125 treatment, in parallel with upregulation of the 'nicotinate and nicotinamide metabolism' pathway, as determined using the Kyoto Encyclopedia of Genes and Genomes (KEGG). Furthermore, KEGG pathway analysis revealed the downregulation of 'complement and coagulation cascades', 'cholesterol metabolism', 'biosynthesis of amino acids' and 'PPAR signaling pathway', which were associated with the downregulation of serine (or cysteine) peptidase inhibitor clade A member (Serpina)3, Serpina1b, Serpina1d, Serpina1e, apolipoprotein (Apo)a1 and Apoa2, all of which were cardiovascular and diabetes‑associated risk factors and were regulated by ATG‑125. In addition, ATG‑125 treatment resulted in downregulated mRNA expression levels of ATPase sarcoplasmic/endoplasmic reticulum Ca2+ transporting 2, troponin‑I1, troponin‑C1 and troponin‑T1 in young adult gastrocnemius muscle compared with the sucrose group. Nuclear factor‑κB‑hypoxia inducible factor‑1α‑TGFβ receptor type‑II‑vascular endothelial growth factor staining indicated that ATG‑125 decreased sucrose‑induced chronic inflammation. ATG‑125 was sufficient to prevent muscle atrophy, and this protective effect may be mediated through upregulation of AKT phosphorylation, upregulating the insulin growth factor‑1R‑insulin receptor substrate‑PI3K‑AKT pathway, which in turn resulted in a forkhead box O‑dependent decrease in protein degradation pathways, including regulation of atrogin1 and E3 ubiquitin‑protein ligase TRIM63. Peroxisome‑proliferator activated receptor γ coactivator 1α (PGC1α) was decreased in young adult mice challenged with sucrose. ATG‑125 treatment significantly increased PGC1α and significantly increased UCP‑1,2,3 expression levels, which suggested ATG‑125 poised the mitochondria for uncoupling of respiration. This effect is consistent with the increased SIRT1 levels and may explain an increase in mitochondria biogenesis. Taken together, the present study showed that ATG‑125, as an integrator of protein synthesis and degradative pathways, prevented muscle wasting.
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Affiliation(s)
- Ching-Chuan Yeh
- Graduate Institute of Traditional Chinese Medicine, School of Chinese Medicine, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan, R.O.C
| | - Hsuan-Miao Liu
- Graduate Institute of Traditional Chinese Medicine, School of Chinese Medicine, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan, R.O.C
| | - Ming-Chung Lee
- Brion Research Institute of Taiwan, New Taipei City 23143, Taiwan, R.O.C
| | - Yann-Lii Leu
- Graduate Institute of Nature Products, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan, R.O.C
| | - Wei-Han Chiang
- Department of Rehabilitation, Cheng‑Hsin General Hospital, Taipei 11283, Taiwan, R.O.C
| | - Hen-Hong Chang
- Graduate Institute of Integrated Medicine, China Medical University, Taichung 40402, Taiwan, R.O.C
| | - Tzung-Yan Lee
- Graduate Institute of Traditional Chinese Medicine, School of Chinese Medicine, College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan, R.O.C
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