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Sharma N, Bhat SH, Mathew B, Yadav M, Tripathi G, Bindal V, Yadav S, Sharma N, Pandey S, Hemati H, Bohra D, Rana R, Sharma NK, Falari S, Pamecha V, Maras JS. Bile molecular landscape provides pathological insight and classifies signatures predictive of carcinoma of the gall bladder. MOLECULAR THERAPY. ONCOLOGY 2024; 32:200904. [PMID: 39640865 PMCID: PMC11617464 DOI: 10.1016/j.omton.2024.200904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 10/01/2024] [Accepted: 11/04/2024] [Indexed: 12/07/2024]
Abstract
Carcinoma of the gall bladder (CAGB) has a poor prognosis. Molecular analysis of bile could classify indicators of CAGB. Bile samples (n = 87; training cohort) were screened for proteomics and metabolomics signatures of cancer detection. In bile, CAGB showed distinct proteomic (217 upregulated, 258 downregulated) and metabolomic phenotypes (111 upregulated, 505 downregulated, p < 0.05, fold change > 1.5, false discovery rate <0.01) linked to significantly increased inflammation (coagulation, arachidonic acid, bile acid) and alternate energy pathways (pentose-phosphate pathway, amino acids, lipid metabolism); and decreased glycolysis, cholesterol metabolism, PPAR, RAS, and RAP1 signaling, oxidative phosphorylation, and others compared to gallstone or healthy controls (p < 0.05). Bile proteins/metabolites signatures showed significant correlation (r 2 > 0.5, p < 0.05) with clinical parameters. Metabolite/protein signature-based probability of detection for CAGB (cancer) was >90% (p < 0.05), with area under the receiver operating characteristic curve >0.94. Validation of the top four metabolites-toluene, 5,6-DHET, creatine, and phenylacetaldehyde-in separate cohorts (n = 80; bile [T1] and paired plasma [T2]) showed accuracy (99%) and sensitivity/specificity (>98%) for CAGB detection. Tissue validation showed bile 5,6-DHET positively correlated with tissue PCNA (proliferation), and caspase-3 linked to cancer development (r 2 >0.5, p < 0.05). In conclusion, the bile molecular landscape provides critical molecular understanding and outlines metabolomic indicator panels for early CAGB detection.
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Affiliation(s)
- Nupur Sharma
- Department of Molecular and Cellular Medicine, Institute of Liver and Biliary Sciences, New Delhi 110070, India
| | - Sadam H. Bhat
- Department of Molecular and Cellular Medicine, Institute of Liver and Biliary Sciences, New Delhi 110070, India
| | - Babu Mathew
- Department of Molecular and Cellular Medicine, Institute of Liver and Biliary Sciences, New Delhi 110070, India
| | - Manisha Yadav
- Department of Molecular and Cellular Medicine, Institute of Liver and Biliary Sciences, New Delhi 110070, India
| | - Gaurav Tripathi
- Department of Molecular and Cellular Medicine, Institute of Liver and Biliary Sciences, New Delhi 110070, India
| | - Vasundhra Bindal
- Department of Molecular and Cellular Medicine, Institute of Liver and Biliary Sciences, New Delhi 110070, India
| | - Sanju Yadav
- Department of Molecular and Cellular Medicine, Institute of Liver and Biliary Sciences, New Delhi 110070, India
| | - Neha Sharma
- Department of Molecular and Cellular Medicine, Institute of Liver and Biliary Sciences, New Delhi 110070, India
| | - Sushmita Pandey
- Department of Molecular and Cellular Medicine, Institute of Liver and Biliary Sciences, New Delhi 110070, India
| | - Hami Hemati
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY 40506, USA
| | - Deepika Bohra
- Department of Research, GRIPMER, New Delhi 110060, India
| | - Rashmi Rana
- Department of Research, GRIPMER, New Delhi 110060, India
| | - Narender K. Sharma
- Department of Bioscience and Biotechnology, Banasthali Vidyapith, Rajasthan 304022, India
| | - Sanyam Falari
- Department of Liver Transplant and HepatoPancreato Biliary Surgery, Institute of Liver and Biliary Sciences, New Delhi 110070, India
| | - Viniyendra Pamecha
- Department of Liver Transplant and HepatoPancreato Biliary Surgery, Institute of Liver and Biliary Sciences, New Delhi 110070, India
| | - Jaswinder Singh Maras
- Department of Molecular and Cellular Medicine, Institute of Liver and Biliary Sciences, New Delhi 110070, India
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Zhang J, Yang H, Zhang X, Chen J, Luo H, Li C, Chen X. Prognostic significance of copper metabolism-related genes as risk markers in bladder urothelial carcinoma. NUCLEOSIDES, NUCLEOTIDES & NUCLEIC ACIDS 2024:1-19. [PMID: 39120157 DOI: 10.1080/15257770.2024.2387783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 07/26/2024] [Accepted: 07/29/2024] [Indexed: 08/10/2024]
Abstract
Bladder urothelial carcinoma (BLCA), a prevalent malignant neoplasm affecting the human urinary system, is frequently linked with an unfavorable prognosis in a significant proportion of individuals. More effective and sensitive markers are needed to provide a reference for prognostic judgment. We obtained RNA sequencing data and clinical information of individuals from TCGA, and 133 copper metabolism-related genes from literature. Prognostic genes were evaluated by univariate/multivariate Cox regression analysis and LASSO analysis, and a risk-scoring model was established and validated in the GEO dataset. The CIBERSORT method was utilized to explore immune cell infiltration in BLCA individuals. In addition, tumor immune dysfunction and exclusion (TIDE) and immunophenoscore (IPS) were utilized to verify whether the model can foretell the response of BLCA individuals to immunotherapy. We successfully constructed an 8-gene risk scoring model to foretell individuals' overall survival, and the model performed well in TCGA training and GEO validation cohorts. Lastly, a nomogram containing clinical parameters and risk scores was constructed to help individualized result prediction for individuals. Calibration curves demonstrated a high degree of concordance between the observed and projected survival durations, attesting to its exceptional predictive accuracy. Analysis utilizing CIBERSORT unveiled elevated levels of immune cell infiltration in individuals classified as low risk. TIDE and IPS analyses substantiated that low-risk individuals exhibited a more favorable response to immunotherapy. In summary, the model held immense potential for stratifying the risk of survival and guiding tailored treatment approaches for individuals with BLCA, thereby offering valuable insights for personalized therapeutic interventions.
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Affiliation(s)
- Jiamo Zhang
- Department of Urology, Yongchuan Hospital, Chongqing Medical University, Chongqing, China
| | - Houwei Yang
- Department of Urology, Sinopharm Chongqing Southwest Aluminum Hospital, Chongqing, China
| | - Xuan Zhang
- Department of Urology, Yongchuan Hospital, Chongqing Medical University, Chongqing, China
| | - Jiangchuan Chen
- Department of Urology, Yongchuan Hospital, Chongqing Medical University, Chongqing, China
| | - Huaming Luo
- Department of Urology, Yongchuan Hospital, Chongqing Medical University, Chongqing, China
| | - Changlong Li
- Department of Urology, Yongchuan Hospital, Chongqing Medical University, Chongqing, China
| | - Xin Chen
- Department of Urology, Yongchuan Hospital, Chongqing Medical University, Chongqing, China
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3
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Hu S, Xiao Q, Gao R, Qin J, Nie J, Chen Y, Lou J, Ding M, Pan Y, Wang S. Identification of BGN positive fibroblasts as a driving factor for colorectal cancer and development of its related prognostic model combined with machine learning. BMC Cancer 2024; 24:516. [PMID: 38654221 PMCID: PMC11041013 DOI: 10.1186/s12885-024-12251-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Accepted: 04/11/2024] [Indexed: 04/25/2024] Open
Abstract
BACKGROUND Numerous studies have indicated that cancer-associated fibroblasts (CAFs) play a crucial role in the progression of colorectal cancer (CRC). However, there are still many unknowns regarding the exact role of CAF subtypes in CRC. METHODS The data for this study were obtained from bulk, single-cell, and spatial transcriptomic sequencing data. Bioinformatics analysis, in vitro experiments, and machine learning methods were employed to investigate the functional characteristics of CAF subtypes and construct prognostic models. RESULTS Our study demonstrates that Biglycan (BGN) positive cancer-associated fibroblasts (BGN + Fib) serve as a driver in colorectal cancer (CRC). The proportion of BGN + Fib increases gradually with the progression of CRC, and high infiltration of BGN + Fib is associated with poor prognosis in terms of overall survival (OS) and recurrence-free survival (RFS) in CRC. Downregulation of BGN expression in cancer-associated fibroblasts (CAFs) significantly reduces migration and proliferation of CRC cells. Among 101 combinations of 10 machine learning algorithms, the StepCox[both] + plsRcox combination was utilized to develop a BGN + Fib derived risk signature (BGNFRS). BGNFRS was identified as an independent adverse prognostic factor for CRC OS and RFS, outperforming 92 previously published risk signatures. A Nomogram model constructed based on BGNFRS and clinical-pathological features proved to be a valuable tool for predicting CRC prognosis. CONCLUSION In summary, our study identified BGN + Fib as drivers of CRC, and the derived BGNFRS was effective in predicting the OS and RFS of CRC patients.
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Affiliation(s)
- Shangshang Hu
- School of Medicine, Southeast University, 210009, Nanjing, Jiangsu, China
- General Clinical Research Center, Nanjing First Hospital, Nanjing Medical University, No. 68, Changle Road, 210006, Nanjing, Jiangsu, China
| | - Qianni Xiao
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, 211122, Nanjing, Jiangsu, China
| | - Rui Gao
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, 211122, Nanjing, Jiangsu, China
| | - Jian Qin
- School of Medicine, Southeast University, 210009, Nanjing, Jiangsu, China
- General Clinical Research Center, Nanjing First Hospital, Nanjing Medical University, No. 68, Changle Road, 210006, Nanjing, Jiangsu, China
| | - Junjie Nie
- School of Medicine, Southeast University, 210009, Nanjing, Jiangsu, China
- General Clinical Research Center, Nanjing First Hospital, Nanjing Medical University, No. 68, Changle Road, 210006, Nanjing, Jiangsu, China
| | - Yuhan Chen
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, 211122, Nanjing, Jiangsu, China
| | - Jinwei Lou
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, 211122, Nanjing, Jiangsu, China
| | - Muzi Ding
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, 211122, Nanjing, Jiangsu, China
| | - Yuqin Pan
- General Clinical Research Center, Nanjing First Hospital, Nanjing Medical University, No. 68, Changle Road, 210006, Nanjing, Jiangsu, China.
- Jiangsu Collaborative Innovation Center on Cancer Personalized Medicine, Nanjing Medical University, 211100, Nanjing, Jiangsu, China.
| | - Shukui Wang
- School of Medicine, Southeast University, 210009, Nanjing, Jiangsu, China.
- General Clinical Research Center, Nanjing First Hospital, Nanjing Medical University, No. 68, Changle Road, 210006, Nanjing, Jiangsu, China.
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, 211122, Nanjing, Jiangsu, China.
- Jiangsu Collaborative Innovation Center on Cancer Personalized Medicine, Nanjing Medical University, 211100, Nanjing, Jiangsu, China.
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Melrose J. Hippo cell signaling and HS-proteoglycans regulate tissue form and function, age-dependent maturation, extracellular matrix remodeling, and repair. Am J Physiol Cell Physiol 2024; 326:C810-C828. [PMID: 38223931 DOI: 10.1152/ajpcell.00683.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 01/09/2024] [Accepted: 01/09/2024] [Indexed: 01/16/2024]
Abstract
This review examined how Hippo cell signaling and heparan sulfate (HS)-proteoglycans (HSPGs) regulate tissue form and function. Despite being a nonweight-bearing tissue, the brain is regulated by Hippo mechanoresponsive cell signaling pathways during embryonic development. HS-proteoglycans interact with growth factors, morphogens, and extracellular matrix components to regulate development and pathology. Pikachurin and Eyes shut (Eys) interact with dystroglycan to stabilize the photoreceptor axoneme primary cilium and ribbon synapse facilitating phototransduction and neurotransduction with bipolar retinal neuronal networks in ocular vision, the primary human sense. Another HSPG, Neurexin interacts with structural and adaptor proteins to stabilize synapses and ensure specificity of neural interactions, and aids in synaptic potentiation and plasticity in neurotransduction. HSPGs also stabilize the blood-brain barrier and motor neuron basal structures in the neuromuscular junction. Agrin and perlecan localize acetylcholinesterase and its receptors in the neuromuscular junction essential for neuromuscular control. The primary cilium is a mechanosensory hub on neurons, utilized by YES associated protein (YAP)-transcriptional coactivator with PDZ-binding motif (TAZ) Hippo, Hh, Wnt, transforming growth factor (TGF)-β/bone matrix protein (BMP) receptor tyrosine kinase cell signaling. Members of the glypican HSPG proteoglycan family interact with Smoothened and Patched G-protein coupled receptors on the cilium to regulate Hh and Wnt signaling during neuronal development. Control of glycosyl sulfotransferases and endogenous protease expression by Hippo TAZ YAP represents a mechanism whereby the fine structure of HS-proteoglycans can be potentially modulated spatiotemporally to regulate tissue morphogenesis in a similar manner to how Hippo signaling controls sialyltransferase expression and mediation of cell-cell recognition, dysfunctional sialic acid expression is a feature of many tumors.
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Affiliation(s)
- James Melrose
- Raymond Purves Laboratory, Institute of Bone and Joint Research, Kolling Institute of Medical Research, University of Sydney, Northern Sydney Local Health District, Royal North Shore Hospital, St. Leonards, New South Wales, Australia
- Sydney Medical School-Northern, University of Sydney at Royal North Shore Hospital, St. Leonards, New South Wales, Australia
- Graduate School of Biomedical Engineering, University of New South Wales, Sydney, New South Wales, Australia
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5
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Li H, Chiang C, Kwak KJ, Wang X, Doddi S, Ramanathan LV, Cho SM, Hou Y, Cheng T, Mo X, Chang Y, Chang H, Cheng W, Tsai W, Nguyen LTH, Pan J, Ma Y, Rima XY, Zhang J, Reategui E, Chu Y, Chang PM, Chang P, Huang CF, Wang C, Shan Y, Li C, Fleisher M, Lee LJ. Extracellular Vesicular Analysis of Glypican 1 mRNA and Protein for Pancreatic Cancer Diagnosis and Prognosis. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2306373. [PMID: 38204202 PMCID: PMC10953589 DOI: 10.1002/advs.202306373] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 12/01/2023] [Indexed: 01/12/2024]
Abstract
Detecting pancreatic duct adenocarcinoma (PDAC) in its early stages and predicting late-stage patient prognosis undergoing chemotherapy is challenging. This work shows that the activation of specific oncogenes leads to elevated expression of mRNAs and their corresponding proteins in extracellular vesicles (EVs) circulating in blood. Utilizing an immune lipoplex nanoparticle (ILN) biochip assay, these findings demonstrate that glypican 1 (GPC1) mRNA expression in the exosomes-rich (Exo) EV subpopulation and GPC1 membrane protein (mProtein) expression in the microvesicles-rich (MV) EV subpopulation, particularly the tumor associated microvesicles (tMV), served as a viable biomarker for PDAC. A combined analysis effectively discriminated early-stage PDAC patients from benign pancreatic diseases and healthy donors in sizable clinical from multiple hospitals. Furthermore, among late-stage PDAC patients undergoing chemotherapy, lower GPC1 tMV-mProtein and Exo-mRNA expression before treatment correlated significantly with prolonged overall survival. These findings underscore the potential of vesicular GPC1 expression for early PDAC screenings and chemotherapy prognosis.
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6
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Xiao Y, Lin H, Li J, Wu J. Disulfidptosis-related prognostic signature correlates with immunotherapy response in colorectal cancer. Sci Rep 2024; 14:81. [PMID: 38168553 PMCID: PMC10762008 DOI: 10.1038/s41598-023-49954-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 12/13/2023] [Indexed: 01/05/2024] Open
Abstract
Disulfidptosis (DSP), a form of cell death caused by disulphide stress, plays an important role in tumour progression. However, the mechanisms by which DSP regulates the tumour microenvironment remain unclear. Thus, we analysed the transcriptome profiles and clinical data, which were obtained from the TCGA database, of 540 patients with colorectal cancer. Compared with the patients with low DSP expression, those with high DSP expression exhibited significantly better survival outcomes; lower stromal and ESTIMATE scores; significantly higher numbers of CD4+ T cells, M2 macrophages, dendritic cells, and neutrophils; higher expression of immune checkpoint-related genes; and lower Tregs and HLA-DQB2 levels. A prognostic signature established based on DSP-related genes demonstrated an increase in risk score with a higher clinical stage. Risk scores negatively correlated with dendritic cells, eosinophils, and CD4+ T cells and significantly positively correlated with Treg cells. Patients with higher risk scores experienced significantly worse survival outcomes and immunotherapy non-response. Our nomogram model, combining clinicopathological features and risk scores, exhibited robust prognostic and predictive power. In conclusion, DSP-related genes actively participated in regulating the tumour microenvironment. Thus, they can serve as biomarkers to provide targeted treatment for colorectal cancer.
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Affiliation(s)
- Yu Xiao
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, 350014, China
| | - Hancui Lin
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, 350014, China
| | - Jinluan Li
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, 350014, China.
| | - Junxin Wu
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, 350014, China.
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7
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Zhang L, Guo M. Correlation of TGF-β1 and Smad2 expression with clinicopathological characteristics and prognosis in hepatitis B virus associated hepatocellular carcinoma. Shijie Huaren Xiaohua Zazhi 2023; 31:1014-1021. [DOI: 10.11569/wcjd.v31.i24.1014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 11/18/2023] [Accepted: 12/20/2023] [Indexed: 12/28/2023] Open
Abstract
BACKGROUND The occurrence and development of liver cancer are affected by many classical signaling pathways, and as a result, the growth of cancer cells is either inhibited or promoted. The transforming growth factor-β1 (TGF-β1)/Smad2 signaling pathway is often involved in the development of cancer.
AIM To investigate the expression of TGF-β1 and Smad2 in hepatocellular carcinoma tissues and its correlation with hepatitis B virus (HBV) infection.
METHODS Sixty-five patients with hepatocellular carcinoma diagnosed by pathology after surgical resection at our hospital from February 2016 to March 2019 were selected for the study, and they were divided into 37 HBV-infected cases and 28 non-infected cases based on whether HBV infection occurred. Eight cases were lost after 3 years of follow-up, and the remaining patients with hepatocellular carcinoma were divided into two subgroups based on their survival status: 36 cases in survival group and 21 cases in death group. The expression of TGF-β1 and Smad2 in liver cancer tissues and paraneoplastic tissues was detected by protein immunoblotting (Western blot). The correlation of TGF-β1 and Smad2 protein expression with clinicopathological characteristics and survival rate was analyzed. Cox regression analysis of prognostic factors was performed.
RESULTS The expression of TGF-β1 and Smad2 in hepatocellular carcinoma tissues of both HBV-infected and non-infected patients was higher than that in paracancerous tissues, and their expression in HBV-infected patients was higher than that of non-infected patients (P < 0.05). The expression of TGF-β1 and Smad2 was associated with the degree of differentiation, satellite lesions, cirrhosis, TNM stage, and lymph node metastasis (P < 0.05). TGF-β1 and Smad2 expression was higher in dead patients than in survivors (P < 0.05). The survival rate within 3 years was lower in patients with high TGF-β1 expression (48.28%) than in those with low expression (78.57%; P = 0.003). The survival rate within 3 years was also lower inpatients with high Smad2 expression (50.00%) than in those with low expression (77.78%; P = 0.012). TNM stage, lymph node metastasis, TGF-β1 expression, and Smad2 expression were identified to be independent risk factors for poor prognosis within 3 years (P < 0.05).
CONCLUSION The expression levels of TGF-β1 and Smad2 in HBV-infected hepatocellular carcinoma tissues are elevated, and are associated with clinical pathological characteristics and poor prognosis.
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Affiliation(s)
- Li Zhang
- Department of Gastroenterology, Ji'an People's Hospital, Huzhou 313300, Zhejiang Province, China
| | - Ming Guo
- Department of Gastroenterology, Ji'an People's Hospital, Huzhou 313300, Zhejiang Province, China
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8
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Pratap A, Qualman A, Garrett H, Westbrook L, The E, Mitra S, Cordero M, Monge KM, Idrovo JP, Chauhan A, Cheng L, Cohen MJ, Mungo B, Wani S, Meguid RA, McCarter MD, Meng X. Silencing Glypican-1 enhances the antitumor effects of Pictilisib via downregulating PI3K/Akt/ERK signaling in chemo-resistant esophageal adenocarcinoma. Mol Cell Oncol 2023; 10:2238873. [PMID: 37649964 PMCID: PMC10464651 DOI: 10.1080/23723556.2023.2238873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 07/17/2023] [Accepted: 07/17/2023] [Indexed: 09/01/2023]
Abstract
Poorly differentiated esophageal adenocarcinoma (PDEAC) has a dismal prognosis. Glypican-1(GPC-1) is known to be upregulated in several cancer types in contrast to healthy tissues, rendering it as a biomarker. Nevertheless, the potential therapeutic targeting of GPC-1 has not been explored in PDEAC. There is accumulating evidence that GPC-1, via upregulation of PI3K/Akt/ERK signaling, plays a crucial role in the progression and chemoresistance in cancer. Pictilisib, a class I pan PI3K inhibitor, has shown promising antitumor results in clinical trials, however, has not gained widespread success due to acquired drug resistance. This study investigated the role of GPC-1 in chemo-resistant PDEAC and appraises the impact of targeted silencing of GPC-1 on the antitumor effects of Pictilisib in PDEAC cell lines. Immunohistochemistry assays in PDEAC tissue specimens demonstrated a pronounced intensity of staining with GPC-1. Upregulation of GPC-1 was found to be correlated with advanced stage and poor prognosis. In-vitro studies examined the influence of GPC-1 knockdown and Pictilisib, both as individual agents and in combination, on cytotoxicity, cell cycle distribution, apoptosis, and gene expression profiles. Silencing GPC-1 alone showed significantly reduced cell viability, migration, colony formation, epithelial-mesenchymal transition, and stemness in PDEAC cells. Significantly, knockdown of GPC-1 combined with low-dose Pictilisib led to enhancement of cytotoxicity, cell cycle arrest, and apoptosis in ESO-26 and OE-33 cells. In the xenograft mouse model, the combination of Pictilisib and GPC-1 knockdown exhibited synergy. These findings suggest that GPC-1 represents a promising target to augment chemosensitivity in esophageal adenocarcinoma.
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Affiliation(s)
- Akshay Pratap
- Division of Gastrointestinal Tumor and Endocrine Surgery, University of Colorado, Aurora, CO, USA
| | - Andrea Qualman
- Division of Gastrointestinal Tumor and Endocrine Surgery, University of Colorado, Aurora, CO, USA
| | - Hedlund Garrett
- Department of Allergy and Clinical Immunology Flow Core, University of Colorado, Aurora, CO, USA
| | | | - Erlinda The
- Division of Cardiothoracic Surgery, University of Colorado, Aurora, CO, USA
| | - Sanchayita Mitra
- Division of Gastrointestinal Tumor and Endocrine Surgery, University of Colorado, Aurora, CO, USA
| | - Mila Cordero
- School of Science, Engineering, & Technology, St. Mary’s University, San Antonio, TX, USA
| | - Kenneth Meza Monge
- Division of Gastrointestinal Tumor and Endocrine Surgery, University of Colorado, Aurora, CO, USA
| | - Juan- Pablo Idrovo
- Division of Gastrointestinal Tumor and Endocrine Surgery, University of Colorado, Aurora, CO, USA
| | - Argudit Chauhan
- Department of Biomedical Engineering, University of Colorado, Boulder, USA
| | - Linling Cheng
- Division of Cardiothoracic Surgery, University of Colorado, Aurora, CO, USA
| | - Mitchell Jay Cohen
- Division of Gastrointestinal Tumor and Endocrine Surgery, University of Colorado, Aurora, CO, USA
| | - Benedetto Mungo
- Division of Surgical Oncology, University of Colorado, Aurora, CO, USA
| | - Sachin Wani
- Division of Gastroenterology and Hepatology, University of Colorado, Aurora, CO, USA
| | | | - Martin D McCarter
- Division of Surgical Oncology, University of Colorado, Aurora, CO, USA
| | - Xianzhong Meng
- Division of Cardiothoracic Surgery, University of Colorado, Aurora, CO, USA
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9
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Dev Tripathi A, Katiyar S, Mishra A. Glypican1: a potential cancer biomarker for nanotargeted therapy. Drug Discov Today 2023:103660. [PMID: 37301249 DOI: 10.1016/j.drudis.2023.103660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 05/11/2023] [Accepted: 06/05/2023] [Indexed: 06/12/2023]
Abstract
Glypicans (GPCs) are generally involved in cellular signaling, growth and proliferation. Previous studies reported their roles in cancer proliferation. GPC1 is a co-receptor for a variety of growth-related ligands, thereby stimulating the tumor microenvironment by promoting angiogenesis and epithelial-mesenchymal transition (EMT). This work reviews GPC1-biomarker-assisted drug discovery by the application of nanostructured materials, creating nanotheragnostics for targeted delivery and application in liquid biopsies. The review includes details of GPC1 as a potential biomarker in cancer progression as well as a potential candidate for nano-mediated drug discovery.
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Affiliation(s)
- Abhay Dev Tripathi
- School of Biochemical Engineering, Indian Institute of Technology (Banaras Hindu University), Varanasi-221005, India
| | - Soumya Katiyar
- School of Biochemical Engineering, Indian Institute of Technology (Banaras Hindu University), Varanasi-221005, India
| | - Abha Mishra
- School of Biochemical Engineering, Indian Institute of Technology (Banaras Hindu University), Varanasi-221005, India.
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10
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Tutanov OS, Glass SE, Coffey RJ. Emerging connections between GPI-anchored proteins and their extracellular carriers in colorectal cancer. EXTRACELLULAR VESICLES AND CIRCULATING NUCLEIC ACIDS 2023; 4:195-217. [PMID: 37840781 PMCID: PMC10569057 DOI: 10.20517/evcna.2023.17] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/17/2023]
Abstract
Although extracellular vesicles (EVs) were discovered over 40 years ago, there has been a resurgence of interest in secreted vesicles and their attendant cargo as novel modes of intracellular communication. In addition to vesicles, two amembranous nanoparticles, exomeres and supermeres, have been isolated and characterized recently. In this rapidly expanding field, it has been challenging to assign cargo and specific functions to a particular carrier. Refinement of isolation methods, well-controlled studies, and guidelines detailed by Minimal Information for Studies of Extracellular Vesicles (MISEV) are being employed to "bring order to chaos." In this review, we will briefly summarize three types of extracellular carriers - small EVs (sEVs), exomeres, and supermeres - in the context of colorectal cancer (CRC). We found that a number of GPI-anchored proteins (GPI-APs) are overexpressed in CRC, are enriched in exosomes (a distinct subset of sEVs), and can be detected in exomeres and supermeres. This affords the opportunity to elaborate on GPI-AP biogenesis, modifications, and trafficking using DPEP1, a GPI-AP upregulated in CRC, as a prime example. We have cataloged the GPI-anchored proteins secreted in CRC and will highlight features of select CRC-associated GPI-anchored proteins we have detected. Finally, we will discuss the remaining challenges and future opportunities in studying these secreted GPI-APs in CRC.
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Affiliation(s)
- Oleg S. Tutanov
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee 37232, USA
| | - Sarah E. Glass
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee 37232, USA
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, Tennessee 37232, USA
| | - Robert J. Coffey
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee 37232, USA
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Curtis AA, Yu Y, Carey M, Parfrey P, Yilmaz YE, Savas S. Multifactor dimensionality reduction method identifies novel SNP interactions in the WNT protein interaction networks that are associated with recurrence risk in colorectal cancer. Front Oncol 2023; 13:1122229. [PMID: 36998434 PMCID: PMC10043327 DOI: 10.3389/fonc.2023.1122229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 02/27/2023] [Indexed: 03/18/2023] Open
Abstract
BackgroundInteractions among genetic variants are rarely studied but may explain a part of the variability in patient outcomes.ObjectivesIn this study, we aimed to identify 1 to 3 way interactions among SNPs from five Wnt protein interaction networks that predict the 5-year recurrence risk in a cohort of stage I-III colorectal cancer patients.Methods423 patients recruited to the Newfoundland Familial Colorectal Cancer Registry were included. Five Wnt family member proteins (Wnt1, Wnt2, Wnt5a, Wnt5b, and Wnt11) were selected. The BioGRID database was used to identify the proteins interacting with each of these proteins. Genotypes of the SNPs located in the interaction network genes were retrieved from a genome-wide SNP genotype data previously obtained in the patient cohort. The GMDR 0.9 program was utilized to examine 1-, 2-, and 3-SNP interactions using a 5-fold cross validation step. Top GMDR 0.9 models were assessed by permutation testing and, if significant, prognostic associations were verified by multivariable logistic regression models.ResultsGMDR 0.9 has identified novel 1, 2, and 3-way SNP interactions associated with 5-year recurrence risk in colorectal cancer. Nine of these interactions were multi loci interactions (2-way or 3-way). Identified interaction models were able to distinguish patients based on their 5-year recurrence-free status in multivariable regression models. The significance of interactions was the highest in the 3-SNP models. Several of the identified SNPs were eQTLs, indicating potential biological roles of the genes they were associated with in colorectal cancer recurrence.ConclusionsWe identified novel interacting genetic variants that associate with 5-year recurrence risk in colorectal cancer. A significant portion of the genes identified were previously linked to colorectal cancer pathogenesis or progression. These variants and genes are of interest for future functional and prognostic studies. Our results provide further evidence for the utility of GMDR models in identifying novel prognostic biomarkers and the biological importance of the Wnt pathways in colorectal cancer.
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Affiliation(s)
- Aaron A. Curtis
- Division of Biomedical Sciences, Faculty of Medicine, Memorial University, St. John’s, NL, Canada
| | - Yajun Yu
- Institute of Cardiovascular Research, Southwest Medical University, Luzhou, Sichuan, China
| | - Megan Carey
- Division of Biomedical Sciences, Faculty of Medicine, Memorial University, St. John’s, NL, Canada
| | - Patrick Parfrey
- Discipline of Medicine, Faculty of Medicine, Memorial University, St. John’s, NL, Canada
| | - Yildiz E. Yilmaz
- Department of Mathematics and Statistics, Faculty of Science, Memorial University, St. John’s, NL, Canada
| | - Sevtap Savas
- Division of Biomedical Sciences, Faculty of Medicine, Memorial University, St. John’s, NL, Canada
- Discipline of Oncology, Faculty of Medicine, Memorial University, St. John’s, NL, Canada
- *Correspondence: Sevtap Savas,
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Exosomes in Colorectal Cancer: From Physiology to Clinical Applications. Int J Mol Sci 2023; 24:ijms24054382. [PMID: 36901813 PMCID: PMC10002401 DOI: 10.3390/ijms24054382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 02/19/2023] [Accepted: 02/20/2023] [Indexed: 02/25/2023] Open
Abstract
Exosomes are nanosized vesicles that have been found to be involved in many diseases. Exosomes can mediate communication between cells in a variety of ways. Certain types of mediators derived from cancer cells can play a crucial role in the development of this pathology, promoting tumor growth, invasion, metastasis, angiogenesis, and immunomodulation. Exosomes in the bloodstream show promise as a future tool for detecting cancer at an early stage. The sensitivity and specificity of clinical exosome biomarkers need to be enhanced. Knowledge of exosomes is not only important for understanding the significance of cancer progression but also for providing clinicians with useful information for the diagnosis, treatment, and discovery of methods to prevent cancer from recurring. The widespread adoption of diagnostic tools based on exosomes may revolutionize cancer diagnosis and treatment. Tumor metastasis, chemoresistance, and immunity are all aided by exosomes. A potential new approach to cancer therapy involves preventing metastasis by inhibiting miRNA intracellular signaling and blocking the formation of pre-metastatic niches. For colorectal patients, exosomes represent a promising area of investigation for improving the diagnosis, treatment, and management. Reported data demonstrate that the serum expression level of certain exosomal miRNA is significantly higher in primary colorectal cancer patients. The present review discusses mechanisms and clinical implications of exosomes in colorectal cancer.
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Li X, Wu Y, Tian T. TGF-β Signaling in Metastatic Colorectal Cancer (mCRC): From Underlying Mechanism to Potential Applications in Clinical Development. Int J Mol Sci 2022; 23:14436. [PMID: 36430910 PMCID: PMC9698504 DOI: 10.3390/ijms232214436] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 11/08/2022] [Accepted: 11/17/2022] [Indexed: 11/22/2022] Open
Abstract
Colorectal cancer (CRC) is a serious public health issue, and it has the leading incidence and mortality among malignant tumors worldwide. CRC patients with metastasis in the liver, lung or other distant sites always have poor prognosis. Thus, there is an urgent need to discover the underlying mechanisms of metastatic colorectal cancer (mCRC) and to develop optimal therapy for mCRC. Transforming growth factor-β (TGF-β) signaling plays a significant role in various physiologic and pathologic processes, and aberrant TGF-β signal transduction contributes to mCRC progression. In this review, we summarize the alterations of the TGF-β signaling pathway in mCRC patients, the functional mechanisms of TGF-β signaling, its promotion of epithelial-mesenchymal transition, its facilitation of angiogenesis, its suppression of anti-tumor activity of immune cells in the microenvironment and its contribution to stemness of CRC cells. We also discuss the possible applications of TGF-β signaling in mCRC diagnosis, prognosis and targeted therapies in clinical trials. Hopefully, these research advances in TGF-β signaling in mCRC will improve the development of new strategies that can be combined with molecular targeted therapy, immunotherapy and traditional therapies to achieve better efficacy and benefit mCRC patients in the near future.
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Affiliation(s)
| | | | - Tian Tian
- College of Life Science and Bioengineering, Beijing Jiaotong University, Beijing 100044, China
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