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Gulia S, Chandra P, Das A. Combating anoikis resistance: bioactive compounds transforming prostate cancer therapy. Anticancer Drugs 2024; 35:687-697. [PMID: 38743565 DOI: 10.1097/cad.0000000000001616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
Abstract
The study aims to discuss the challenges associated with treating prostate cancer (PCa), which is known for its complexity and drug resistance. It attempts to find differentially expressed genes (DEGs), such as those linked to anoikis resistance and circulating tumor cells, in PCa samples. This study involves analyzing the functional roles of these DEGs using gene enrichment analysis, and then screening of 102 bioactive compounds to identify a combination that can control the expression of the identified DEGs. In this study, 53 DEGs were identified from PCa samples including anoikis-resistant PCa cells and circulating tumor cells in PCa. Gene enrichment analysis with regards to functional enrichment of DEGs was performed. An inclusive screening process was carried out among 102 bioactive compounds to identify a combination capable of affecting and regulating the expression of selected DEGs. Eventually, gastrodin, nitidine chloride, chenodeoxycholic acid, and bilobalide were selected, as their combination demonstrated ability to modulate expression of 50 out of the 53 genes targeted. The subsequent analysis focused on investigating the biological pathways and processes influenced by this combination. The findings revealed a multifaceted and multidimensional approach to tumor regression. The combination of bioactive compounds exhibited effects on various genes including those related to production of inflammatory cytokines, cell proliferation, autophagy, apoptosis, angiogenesis, and metastasis. The current study has made a valuable contribution to the development of a combination of bioactive natural compounds that can significantly impede the development of treatment resistance in prostate tumor while countering the tumors' evasion of the immune system. The implications of this study are highly significant as it suggests the creation of an enhanced immunotherapeutic, natural therapeutic concoction with combinatorial potential.
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Affiliation(s)
- Shweta Gulia
- Department of Biotechnology, Delhi Technological University, Delhi, India
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Li Q, Shi G, Li Y, Lu R, Liu Z. Integrated analysis of disulfidoptosis-related genes identifies NRP1 as a novel biomarker promoting proliferation of gastric cancer via glutamine mediated energy metabolism. Discov Oncol 2024; 15:337. [PMID: 39110136 PMCID: PMC11306494 DOI: 10.1007/s12672-024-01217-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Accepted: 08/02/2024] [Indexed: 08/10/2024] Open
Abstract
The incidence and mortality of gastric cancer rank fifth and fourth worldwide among all malignancies, respectively. Additionally, disulfidoptosis, a recently identified form of cellular demise, is closely linked to the initiation and advancement of malignancies. This study aims to create a novel signature of disulfidptosis-related genes (DRGs) and to further explore its association with the tumor immune microenvironment. Based on our comprehensive study, a prognostic signature consisting of 31 DRGs in stomach adenocarcinoma (STAD) was identified and characterized. Through the integrative analyses involving gene expression profiling, machine learning algorithms, and Cox regression models, the prognostic significance of these DRGs was demonstrated. Our findings highlight their strong predictive power in assessing overall survival across diverse patient datasets, and their better performance than traditional clinicopathological factors. Moreover, the DRGs signature showed association with the characteristics of the tumor microenvironment, which has implications for the immune modulation and therapeutic strategies in STAD. Specifically, NRP1 emerged as a key DRG with elevated expression in STAD, showing correlation with the advanced stages of diseases and poorer outcomes. Functional studies further revealed the role of NRP1 in promoting STAD cell proliferation through the modulation of glutamine metabolism. Overall, our study underscores the clinical relevance of DRGs as biomarker and potential therapeutic targets in STAD management, providing insights into disease biology and personalized treatments.
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Affiliation(s)
- Qiuhua Li
- Liaoning University of Traditional Chinese Medicine, No. 79 Chongshan East Road, Shenyang, 110033, Liaoning, People's Republic of China
- Department of Oncology, Shenzhen Hospital of Guangzhou University of Chinese Medicine (Futian), Shenzhen, 518000, Guangdong, People's Republic of China
| | - Guofeng Shi
- Department of Oncology, Shenzhen Hospital of Guangzhou University of Chinese Medicine (Futian), Shenzhen, 518000, Guangdong, People's Republic of China
| | - Yuebo Li
- Liaoning University of Traditional Chinese Medicine, No. 79 Chongshan East Road, Shenyang, 110033, Liaoning, People's Republic of China
| | - Ren Lu
- Liaoning University of Traditional Chinese Medicine, No. 79 Chongshan East Road, Shenyang, 110033, Liaoning, People's Republic of China.
| | - Zhaozhe Liu
- Department of Oncology, General Hospital of Northern Theater Command, No. 83 Wenhua Road, Shenyang, 110016, Liaoning, People's Republic of China.
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3
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Fu D, Shi X, Yi X, Wu D, He H, Zhou W, Cheng W. m6A reader IGF2BP2 promotes M2 macrophage polarization and malignant biological behavior of bladder cancer by stabilizing NRP1 mRNA expression. BMC Urol 2024; 24:147. [PMID: 39014364 PMCID: PMC11251312 DOI: 10.1186/s12894-024-01534-4] [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: 10/31/2023] [Accepted: 07/02/2024] [Indexed: 07/18/2024] Open
Abstract
BACKGROUND Insulin-like growth factor 2 mRNA-binding protein 2 (IGF2BP2) has been confirmed to play oncogenic role in many cancers. However, the role and mechanism of IGF2BP2 in bladder cancer (BCa) still deserves to be further revealed. METHODS The mRNA and protein levels of IGF2BP2 and neuronilin-1 (NRP1) were detected by real-time quantitative PCR (RT-qPCR) and western blot. Cell proliferation, apoptosis, migration and invasion were determined using colony formation assay, EdU assay, CCK8 assay, flow cytometry and transwell assay. Xenograft tumor model was conducted to evaluate the role of IGF2BP2 in vivo. THP-1-M0 macrophages were co-cultured with the condition medium (CM) of BCa cells to induce polarization. M2 macrophage polarization was assessed by detecting the mRNA levels of M2 macrophage markers using RT-qPCR and measuring the proportion of M2 macrophage markers using flow cytometry. Moreover, MeRIP and RIP assay were performed to assess m6A level and the interaction between IGF2BP2 and NRP1. RESULTS IGF2BP2 and NRP1 were upregulated in BCa tissues and cells. IGF2BP2 knockdown suppressed BCa cell growth and metastasis, as well as inhibited BCa tumor growth. After THP-1-M0 macrophages were co-cultured with the CM of BCa cells, the levels of M2 macrophage markers were markedly enhanced, while this effect was abolished by IGF2BP2 knockdown. IGF2BP2 level was positively correlated with NRP1 level, and it could increase NRP1 mRNA stability. NRP1 overexpression reversed the suppressive effect of IGF2BP2 knockdown on M2 macrophage polarization and BCa cell progression. CONCLUSION m6A-reader IGF2BP2 enhanced M2 macrophage polarization and BCa cell progression by promoting NRP1 mRNA stability.
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Affiliation(s)
- Dian Fu
- Department of Urology, Jinling College of Clinical Medicine, Nanjing Medical University, No.305, Zhongshandong Road, Xuanwu District, Nanjing, Jiangsu, 210002, China
| | - Xiuquan Shi
- Department of Urology, Nanjing Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, No.305, Zhongshandong Road, Xuanwu District, Nanjing, Jiangsu, 210002, China
| | - Xiaoming Yi
- Department of Urology, Jinling College of Clinical Medicine, Nanjing Medical University, No.305, Zhongshandong Road, Xuanwu District, Nanjing, Jiangsu, 210002, China
| | - Ding Wu
- Department of Urology, Jinling College of Clinical Medicine, Nanjing Medical University, No.305, Zhongshandong Road, Xuanwu District, Nanjing, Jiangsu, 210002, China
| | - Haowei He
- Department of Urology, Jinling College of Clinical Medicine, Nanjing Medical University, No.305, Zhongshandong Road, Xuanwu District, Nanjing, Jiangsu, 210002, China
| | - Wenquan Zhou
- Department of Urology, Nanjing Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, No.305, Zhongshandong Road, Xuanwu District, Nanjing, Jiangsu, 210002, China.
| | - Wen Cheng
- Department of Urology, Jinling College of Clinical Medicine, Nanjing Medical University, No.305, Zhongshandong Road, Xuanwu District, Nanjing, Jiangsu, 210002, China.
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Pang B, Wang Q, Chen H, Liu Z, Han M, Gong J, Yue L, Ding X, Wang S, Yan Z, Chen Y, Malouf D, Bucci J, Guo T, Zhou C, Jiang J, Li Y. Proteomic Identification of Small Extracellular Vesicle Proteins LAMB1 and Histone H4 for Prostate Cancer Diagnosis and Risk Stratification. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2402509. [PMID: 38590132 PMCID: PMC11187897 DOI: 10.1002/advs.202402509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2024] [Indexed: 04/10/2024]
Abstract
Diagnosis and stratification of prostate cancer (PCa) patients using the prostate-specific antigen (PSA) test is challenging. Extracellular vesicles (EVs), as a new star of liquid biopsy, has attracted interest to complement inaccurate PSA screening and invasiveness of tissue biopsy. In this study, a panel of potential small EV (sEV) protein biomarkers is identified from PCa cell lines using label-free LC-MS/MS proteomics. These biomarkers underwent further validation with plasma and urine samples from different PCa stages through parallel reaction monitoring-based targeted proteomics, western blotting, and ELISA. Additionally, a tissue microarray containing cancerous and noncancerous tissues is screened to provide additional evidence of selected sEV proteins associated with cancer origin. Results indicate that sEV protein LAMB1 is highly expressed in human plasma of metastatic PCa patients compared with localised PCa patients and control subjects, while sEV protein Histone H4 is highly expressed in human urine of high-risk PCa patients compared to low-risk PCa patients and control subjects. These two sEV proteins demonstrate higher specificity and sensitivity than the PSA test and show promise for metastatic PCa diagnosis, progression monitoring, and risk stratification.
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Affiliation(s)
- Bairen Pang
- Department of UrologyThe First Affiliated Hospital of Ningbo UniversityNingboZhejiang315010China
- Ningbo Clinical Research Centre for Urological DiseaseThe First Affiliated Hospital of Ningbo UniversityNingboZhejiang315010China
- Translational Research Laboratory for UrologyThe Key Laboratory of NingboThe First Affiliated Hospital of Ningbo UniversityNingboZhejiang315010China
- Zhejiang Engineering Research Center of Innovative technologies and diagnostic and therapeutic equipment for urinary system diseasesNingboZhejiang315010China
| | - Qi Wang
- Cancer Care CentreSt George HospitalKogarahNSW2217Australia
- St. George and Sutherland Clinical CampusesSchool of Clinical MedicineUNSW SydneyKensingtonNSW2052Australia
| | - Haotian Chen
- Department of UrologyThe First Affiliated Hospital of Ningbo UniversityNingboZhejiang315010China
- Ningbo Clinical Research Centre for Urological DiseaseThe First Affiliated Hospital of Ningbo UniversityNingboZhejiang315010China
- Health Science CentreNingbo UniversityNingboZhejiang315211China
| | - Zhihan Liu
- Department of UrologyThe First Affiliated Hospital of Ningbo UniversityNingboZhejiang315010China
- Ningbo Clinical Research Centre for Urological DiseaseThe First Affiliated Hospital of Ningbo UniversityNingboZhejiang315010China
- Health Science CentreNingbo UniversityNingboZhejiang315211China
| | - Meng Han
- Department of UrologyThe First Affiliated Hospital of Ningbo UniversityNingboZhejiang315010China
- Ningbo Clinical Research Centre for Urological DiseaseThe First Affiliated Hospital of Ningbo UniversityNingboZhejiang315010China
- Translational Research Laboratory for UrologyThe Key Laboratory of NingboThe First Affiliated Hospital of Ningbo UniversityNingboZhejiang315010China
- Zhejiang Engineering Research Center of Innovative technologies and diagnostic and therapeutic equipment for urinary system diseasesNingboZhejiang315010China
| | - Jie Gong
- Department of UrologyThe First Affiliated Hospital of Ningbo UniversityNingboZhejiang315010China
- Ningbo Clinical Research Centre for Urological DiseaseThe First Affiliated Hospital of Ningbo UniversityNingboZhejiang315010China
- Translational Research Laboratory for UrologyThe Key Laboratory of NingboThe First Affiliated Hospital of Ningbo UniversityNingboZhejiang315010China
| | - Liang Yue
- Westlake Centre for Intelligent ProteomicsWestlake Laboratory of Life Sciences and BiomedicineHangzhouZhejiang310030China
- Key Laboratory of Structural Biology of Zhejiang ProvinceSchool of Life SciencesWestlake UniversityHangzhouZhejiang310030China
| | - Xuan Ding
- Westlake Centre for Intelligent ProteomicsWestlake Laboratory of Life Sciences and BiomedicineHangzhouZhejiang310030China
- Key Laboratory of Structural Biology of Zhejiang ProvinceSchool of Life SciencesWestlake UniversityHangzhouZhejiang310030China
| | - Suying Wang
- Department of PathologyNingbo Diagnostic Pathology CentreNingboZhejiang315021China
| | - Zejun Yan
- Department of UrologyThe First Affiliated Hospital of Ningbo UniversityNingboZhejiang315010China
| | - Yingzhi Chen
- Department of UrologyThe First Affiliated Hospital of Ningbo UniversityNingboZhejiang315010China
| | - David Malouf
- Department of UrologySt George HospitalKogarahNSW2217Australia
| | - Joseph Bucci
- Cancer Care CentreSt George HospitalKogarahNSW2217Australia
- St. George and Sutherland Clinical CampusesSchool of Clinical MedicineUNSW SydneyKensingtonNSW2052Australia
| | - Tiannan Guo
- Westlake Centre for Intelligent ProteomicsWestlake Laboratory of Life Sciences and BiomedicineHangzhouZhejiang310030China
- Key Laboratory of Structural Biology of Zhejiang ProvinceSchool of Life SciencesWestlake UniversityHangzhouZhejiang310030China
| | - Cheng Zhou
- Department of UrologyThe First Affiliated Hospital of Ningbo UniversityNingboZhejiang315010China
- Ningbo Clinical Research Centre for Urological DiseaseThe First Affiliated Hospital of Ningbo UniversityNingboZhejiang315010China
- Translational Research Laboratory for UrologyThe Key Laboratory of NingboThe First Affiliated Hospital of Ningbo UniversityNingboZhejiang315010China
- Zhejiang Engineering Research Center of Innovative technologies and diagnostic and therapeutic equipment for urinary system diseasesNingboZhejiang315010China
| | - Junhui Jiang
- Department of UrologyThe First Affiliated Hospital of Ningbo UniversityNingboZhejiang315010China
- Ningbo Clinical Research Centre for Urological DiseaseThe First Affiliated Hospital of Ningbo UniversityNingboZhejiang315010China
- Translational Research Laboratory for UrologyThe Key Laboratory of NingboThe First Affiliated Hospital of Ningbo UniversityNingboZhejiang315010China
- Zhejiang Engineering Research Center of Innovative technologies and diagnostic and therapeutic equipment for urinary system diseasesNingboZhejiang315010China
| | - Yong Li
- Cancer Care CentreSt George HospitalKogarahNSW2217Australia
- St. George and Sutherland Clinical CampusesSchool of Clinical MedicineUNSW SydneyKensingtonNSW2052Australia
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Cheng Y, Wu L, Xin J, Ben S, Chen S, Li H, Zhao L, Wang M, Cheng G, Du M. An early-onset specific polygenic risk score optimizes age-based risk estimate and stratification of prostate cancer: population-based cohort study. J Transl Med 2024; 22:366. [PMID: 38632662 PMCID: PMC11025178 DOI: 10.1186/s12967-024-05190-y] [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: 01/04/2024] [Accepted: 04/11/2024] [Indexed: 04/19/2024] Open
Abstract
BACKGROUND Early-onset prostate cancer (EOPC, ≤ 55 years) has a unique clinical entity harboring high genetic risk, but the majority of EOPC patients still substantial opportunity to be early-detected thus suffering an unfavorable prognosis. A refined understanding of age-based polygenic risk score (PRS) for prostate cancer (PCa) would be essential for personalized risk stratification. METHODS We included 167,517 male participants [4882 cases including 205 EOPC and 4677 late-onset PCa (LOPC)] from UK Biobank. A General-, an EOPC- and an LOPC-PRS were derived from age-specific genome-wide association studies. Weighted Cox proportional hazard models were applied to estimate the risk of PCa associated with PRSs. The discriminatory capability of PRSs were validated using time-dependent receiver operating characteristic (ROC) curves with additional 4238 males from PLCO and TCGA. Phenome-wide association studies underlying Mendelian Randomization were conducted to discover EOPC linking phenotypes. RESULTS The 269-PRS calculated via well-established risk variants was more strongly associated with risk of EOPC [hazard ratio (HR) = 2.35, 95% confidence interval (CI) 1.99-2.78] than LOPC (HR = 1.95, 95% CI 1.89-2.01; I2 = 79%). EOPC-PRS was dramatically related to EOPC risk (HR = 4.70, 95% CI 3.98-5.54) but not to LOPC (HR = 0.98, 95% CI 0.96-1.01), while LOPC-PRS had similar risk estimates for EOPC and LOPC (I2 = 0%). Particularly, EOPC-PRS performed optimal discriminatory capability for EOPC (area under the ROC = 0.613). Among the phenomic factors to PCa deposited in the platform of ProAP (Prostate cancer Age-based PheWAS; https://mulongdu.shinyapps.io/proap ), EOPC was preferentially associated with PCa family history while LOPC was prone to environmental and lifestyles exposures. CONCLUSIONS This study comprehensively profiled the distinct genetic and phenotypic architecture of EOPC. The EOPC-PRS may optimize risk estimate of PCa in young males, particularly those without family history, thus providing guidance for precision population stratification.
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Affiliation(s)
- Yifei Cheng
- Jiangsu Key Laboratory of Cancer Biomarkers, Prevention and Treatment, Department of Environmental Genomics, School of Public Health, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China
- The Key Laboratory of Modern Toxicology of Ministry of Education, Department of Genetic Toxicology, School of Public Health, Center for Global Health, Nanjing Medical University, Nanjing, China
| | - Lang Wu
- Cancer Epidemiology Division, Population Sciences in the Pacific Program, University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu, HI, USA
| | - Junyi Xin
- Department of Bioinformatics, School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, China
| | - Shuai Ben
- Jiangsu Key Laboratory of Cancer Biomarkers, Prevention and Treatment, Department of Environmental Genomics, School of Public Health, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China
- The Key Laboratory of Modern Toxicology of Ministry of Education, Department of Genetic Toxicology, School of Public Health, Center for Global Health, Nanjing Medical University, Nanjing, China
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200080, China
| | - Silu Chen
- Jiangsu Key Laboratory of Cancer Biomarkers, Prevention and Treatment, Department of Environmental Genomics, School of Public Health, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China
- The Key Laboratory of Modern Toxicology of Ministry of Education, Department of Genetic Toxicology, School of Public Health, Center for Global Health, Nanjing Medical University, Nanjing, China
| | - Huiqin Li
- Department of Biostatistics, School of Public Health, Center for Global Health, Nanjing Medical University, Nanjing, China
| | - Lingyan Zhao
- Jiangsu Key Laboratory of Cancer Biomarkers, Prevention and Treatment, Department of Environmental Genomics, School of Public Health, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China
- The Key Laboratory of Modern Toxicology of Ministry of Education, Department of Genetic Toxicology, School of Public Health, Center for Global Health, Nanjing Medical University, Nanjing, China
| | - Meilin Wang
- Jiangsu Key Laboratory of Cancer Biomarkers, Prevention and Treatment, Department of Environmental Genomics, School of Public Health, Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China
- The Key Laboratory of Modern Toxicology of Ministry of Education, Department of Genetic Toxicology, School of Public Health, Center for Global Health, Nanjing Medical University, Nanjing, China
- Gusu School, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Nanjing Medical University, Suzhou, China
| | - Gong Cheng
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University & Jiangsu Province People's Hospital, 300 Guangzhou Road, Nanjing, 210029, China.
| | - Mulong Du
- Department of Biostatistics, School of Public Health, Center for Global Health, Nanjing Medical University, Nanjing, China.
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Harvard University, 655 Huntington Avenue, Boston, MA, 02115, USA.
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Zheng L, Zou Y, Xie T, Wu X, Tan Y, Mei S, Geng Y, Chen S, Xu S, Niu MM. Discovery of a Dual Tubulin and Neuropilin-1 (NRP1) Inhibitor with Potent In Vivo Anti-Tumor Activity via Pharmacophore-based Docking Screening, Structure Optimization, and Biological Evaluation. J Med Chem 2023; 66:16187-16200. [PMID: 38093696 DOI: 10.1021/acs.jmedchem.3c01572] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
Dual inhibition of tubulin and neuropilin-1 (NRP1) may become an effective method for cancer treatment by simultaneously killing tumor cells and inhibiting tumor angiogenesis. Herein, we identified dual tubulin/NRP1-targeting inhibitor TN-2, which exhibited good inhibitory activity against both tubulin polymerization (IC50 = 0.71 ± 0.03 μM) and NRP1 (IC50 = 0.85 ± 0.04 μM). Importantly, it significantly inhibited the viability of several human prostate tumor cell lines. Further mechanism studies indicated that TN-2 could inhibit tubulin polymerization and cause G2/M arrest, thereby inducing cell apoptosis. It could also suppress cell tube formation, migration, and invasion. Moreover, TN-2 showed obvious antitumor effects on the PC-3 cell-derived xenograft model with negligible side effects and good pharmacokinetic profiles. These data demonstrate that TN-2 could be a promising dual-target chemotherapeutic agent for the treatment of prostate cancer.
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Affiliation(s)
- Lufeng Zheng
- School of Life Science and Technology, Jiangsu Key Laboratory of Carcinogenesis and Intervention, China Pharmaceutical University, Nanjing 211198, China
| | - Yunting Zou
- Key Laboratory of Drug Quality Control and Pharmacovigilance, China Pharmaceutical University, Nanjing 211198, China
| | - Tianyuan Xie
- School of Life Science and Technology, Jiangsu Key Laboratory of Carcinogenesis and Intervention, China Pharmaceutical University, Nanjing 211198, China
| | - Xiuyuan Wu
- Department of Medicinal Chemistry, China Pharmaceutical University, Nanjing 211198, China
| | - Yuchen Tan
- Department of Medicinal Chemistry, China Pharmaceutical University, Nanjing 211198, China
| | - Shuang Mei
- Key Laboratory of Drug Quality Control and Pharmacovigilance, China Pharmaceutical University, Nanjing 211198, China
| | - Yifei Geng
- Key Laboratory of Drug Quality Control and Pharmacovigilance, China Pharmaceutical University, Nanjing 211198, China
| | - Shutong Chen
- Key Laboratory of Drug Quality Control and Pharmacovigilance, China Pharmaceutical University, Nanjing 211198, China
| | - Shengtao Xu
- Department of Medicinal Chemistry, China Pharmaceutical University, Nanjing 211198, China
| | - Miao-Miao Niu
- Key Laboratory of Drug Quality Control and Pharmacovigilance, China Pharmaceutical University, Nanjing 211198, China
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Garapati K, Ding H, Charlesworth MC, Kim Y, Zenka R, Saraswat M, Mun DG, Chavan S, Shingade A, Lucien F, Zhong J, Kandasamy RK, Pandey A. sBioSITe enables sensitive identification of the cell surface proteome through direct enrichment of biotinylated peptides. Clin Proteomics 2023; 20:56. [PMID: 38053024 PMCID: PMC10696767 DOI: 10.1186/s12014-023-09445-6] [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: 08/21/2023] [Accepted: 11/17/2023] [Indexed: 12/07/2023] Open
Abstract
BACKGROUND Cell surface proteins perform critical functions related to immune response, signal transduction, cell-cell interactions, and cell migration. Expression of specific cell surface proteins can determine cell-type identity, and can be altered in diseases including infections, cancer and genetic disorders. Identification of the cell surface proteome remains a challenge despite several enrichment methods exploiting their biochemical and biophysical properties. METHODS Here, we report a novel method for enrichment of proteins localized to cell surface. We developed this new approach designated surface Biotinylation Site Identification Technology (sBioSITe) by adapting our previously published method for direct identification of biotinylated peptides. In this strategy, the primary amine groups of lysines on proteins on the surface of live cells are first labeled with biotin, and subsequently, biotinylated peptides are enriched by anti-biotin antibodies and analyzed by liquid chromatography-tandem mass spectrometry (LC-MS/MS). RESULTS By direct detection of biotinylated lysines from PC-3, a prostate cancer cell line, using sBioSITe, we identified 5851 peptides biotinylated on the cell surface that were derived from 1409 proteins. Of these proteins, 533 were previously shown or predicted to be localized to the cell surface or secreted extracellularly. Several of the identified cell surface markers have known associations with prostate cancer and metastasis including CD59, 4F2 cell-surface antigen heavy chain (SLC3A2) and adhesion G protein-coupled receptor E5 (CD97). Importantly, we identified several biotinylated peptides derived from plectin and nucleolin, both of which are not annotated in surface proteome databases but have been shown to have aberrant surface localization in certain cancers highlighting the utility of this method. CONCLUSIONS Detection of biotinylation sites on cell surface proteins using sBioSITe provides a reliable method for identifying cell surface proteins. This strategy complements existing methods for detection of cell surface expressed proteins especially in discovery-based proteomics approaches.
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Affiliation(s)
- Kishore Garapati
- Manipal Academy of Higher Education (MAHE), Manipal, Karnataka, India
- Institute of Bioinformatics, International Technology Park, Bangalore, Karnataka, India
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Husheng Ding
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | | | - Yohan Kim
- Department of Urology, Mayo Clinic, Rochester, MN, USA
| | - Roman Zenka
- Proteomics Core, Mayo Clinic, Rochester, MN, USA
| | - Mayank Saraswat
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Dong-Gi Mun
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Sandip Chavan
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Ashish Shingade
- Institute of Bioinformatics, International Technology Park, Bangalore, Karnataka, India
| | - Fabrice Lucien
- Department of Urology, Mayo Clinic, Rochester, MN, USA
- Department of Immunology, Mayo Clinic, Rochester, MN, USA
| | - Jun Zhong
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Richard K Kandasamy
- Manipal Academy of Higher Education (MAHE), Manipal, Karnataka, India
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Akhilesh Pandey
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA.
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8
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Liu T, Xiang W, Chen Z, Wang G, Cao R, Zhou F, Meng Z, Luo Y, Chen L. Hypoxia-induced PLOD2 promotes clear cell renal cell carcinoma progression via modulating EGFR-dependent AKT pathway activation. Cell Death Dis 2023; 14:774. [PMID: 38008826 PMCID: PMC10679098 DOI: 10.1038/s41419-023-06298-7] [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: 05/22/2023] [Revised: 11/05/2023] [Accepted: 11/13/2023] [Indexed: 11/28/2023]
Abstract
Clear cell renal cell carcinoma (ccRCC) is a type of kidney cancer that is both common and aggressive, with a rising incidence in recent decades. Hypoxia is a key factor that plays a vital role in the tumorigenesis and metastasis of malignancy. However, the precise mechanisms of hypoxia driving ccRCC progression were not totally uncovered. Our study found that hypoxia level was elevated in ccRCC and might be an independent risk factor of prognosis in ccRCC patients. We identified a key protein PLOD2 was induced under hypoxic conditions and strongly associated with poor prognosis in ccRCC patients. When PLOD2 was depleted, the proliferation and migration of ccRCC cells were reduced in vitro and in vivo, while overexpression of PLOD2 had the opposite effect. Mechanically, the study further revealed that PLOD2 was transcriptionally activated by HIF1A, which binds to a specific promoter region of the PLOD2 gene. PLOD2 was also shown to interact with EGFR, leading to the phosphorylation of the receptor. Furthermore, PLOD2 was responsible for binding to the extracellular domain of EGFR, which ultimately activated the AKT signaling pathway, thus promoting the malignant progression of ccRCC. Treatment with the PLOD2 inhibitor Minoxidil significantly suppressed ccRCC progression by inactivating the EGFR/AKT signaling axis. In summary, the findings of this study shed light on the molecular mechanisms behind PLOD2 expression in ccRCC and suggest that it may serve as a potential predictor and therapeutic target for the clinical prognosis and treatment of ccRCC.
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Affiliation(s)
- Tao Liu
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Wan Xiang
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China
- Tumor Precision Diagnosis and Treatment Technology and Translational Medicine, Hubei Engineering Research Center, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Zhizhuang Chen
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Gang Wang
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Rui Cao
- Department of Urology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Fenfang Zhou
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Zhe Meng
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China.
| | - Yongwen Luo
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China.
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China.
- Human Genetics Resource Preservation Center of Hubei Province, Wuhan, China.
- Laboratory of Precision Medicine, Zhongnan Hospital of Wuhan University, Wuhan, China.
| | - Liang Chen
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China.
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China.
- Human Genetics Resource Preservation Center of Hubei Province, Wuhan, China.
- Laboratory of Precision Medicine, Zhongnan Hospital of Wuhan University, Wuhan, China.
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9
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Wang LL, Li RT, Zang ZH, Song YX, Zhang YZ, Zhang TF, Wang FZ, Hao GP, Cao L. 6-Methoxydihydrosanguinarine exhibits cytotoxicity and sensitizes TRAIL-induced apoptosis of hepatocellular carcinoma cells through ROS-mediated upregulation of DR5. Med Oncol 2023; 40:266. [PMID: 37566135 DOI: 10.1007/s12032-023-02129-z] [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: 05/09/2023] [Accepted: 07/18/2023] [Indexed: 08/12/2023]
Abstract
6-methoxydihydrosanguinarine (6-MS), a natural benzophenanthridine alkaloid extracted from Macleaya cordata (Willd.) R. Br, has shown to trigger apoptotic cell death in cancer cells. However, the exact mechanisms involved have not yet been clarified. The current study reveals the underlying mechanisms of 6-MS-induced cytotoxicity in hepatocellular carcinoma (HCC) cells and investigates whether 6-MS sensitizes TNF-related apoptosis inducing ligand (TRAIL)-induced apoptosis. 6-MS was shown to suppress cell proliferation and trigger cell cycle arrest, DNA damage, and apoptosis in HCC cells. Mechanisms analysis indicated that 6-MS promoted reactive oxygen species (ROS) generation, JNK activation, and inhibits EGFR/Akt signaling pathway. DNA damage and apoptosis induced by 6-MS were reversed following N-acetyl-l-cysteine (NAC) treatment. The enhancement of PARP cleavage caused by 6-MS was abrogated by pretreatment with JNK inhibitor SP600125. Furthermore, 6-MS enhanced TRAIL-mediated HCC cells apoptosis by upregulating the cell surface receptor DR5 expression. Pretreatment with NAC attenuated 6-MS-upregulated DR5 protein expression and alleviated cotreatment-induced viability reduction, cleavage of caspase-8, caspase-9, and PARP. Overall, our results suggest that 6-MS exerts cytotoxicity by modulating ROS generation, EGFR/Akt signaling, and JNK activation in HCC cells. 6-MS potentiates TRAIL-induced apoptosis through upregulation of DR5 via ROS generation. The combination of 6-MS with TRAIL may be a promising strategy and warrants further investigation.
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Affiliation(s)
- Lin-Lin Wang
- School of Life Sciences, Shandong First Medical University & Shandong Academy of Medical Sciences, Taian, 271000, People's Republic of China
| | - Ruo-Tong Li
- Department of Pathology, Tai' an Central Hospital, Taian, 271000, People's Republic of China
| | - Zi-Heng Zang
- School of Life Sciences, Shandong First Medical University & Shandong Academy of Medical Sciences, Taian, 271000, People's Republic of China
| | - Yun-Xuan Song
- School of Life Sciences, Shandong First Medical University & Shandong Academy of Medical Sciences, Taian, 271000, People's Republic of China
| | - Yu-Zhe Zhang
- School of Life Sciences, Shandong First Medical University & Shandong Academy of Medical Sciences, Taian, 271000, People's Republic of China
| | - Teng-Fei Zhang
- School of Life Sciences, Shandong First Medical University & Shandong Academy of Medical Sciences, Taian, 271000, People's Republic of China
| | - Feng-Ze Wang
- School of Life Sciences, Shandong First Medical University & Shandong Academy of Medical Sciences, Taian, 271000, People's Republic of China
- Department of Pathology, The Second Affiliated Hospital of Shandong First Medical University, Taian, 271000, People's Republic of China
| | - Gang-Ping Hao
- School of Life Sciences, Shandong First Medical University & Shandong Academy of Medical Sciences, Taian, 271000, People's Republic of China.
| | - Lu Cao
- Department of Pathology, The Second Affiliated Hospital of Shandong First Medical University, Taian, 271000, People's Republic of China.
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10
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He LH, Zhang XZ, Lao MY, Zhang HJ, Yang HS, Bai XL. Immune Checkpoint Neuropilins as Novel Biomarkers and Therapeutic Targets for Pancreatic Cancer. Cancers (Basel) 2023; 15:cancers15082225. [PMID: 37190154 DOI: 10.3390/cancers15082225] [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: 03/03/2023] [Revised: 04/01/2023] [Accepted: 04/07/2023] [Indexed: 05/17/2023] Open
Abstract
The traditional immune checkpoint blockade therapy benefits some patients with cancer, but elicits no response in certain cancers, such as pancreatic adenocarcinoma (PAAD); thus, novel checkpoints and effective targets are required. Here, we found that there was a higher Neuropilin (NRP) expression in tumor tissues as novel immune checkpoints, which was associated with poor prognosis and pessimistic responses to immune checkpoint blockade therapy. In the tumor microenvironment of PAAD samples, NRPs were widely expressed in tumor, immune and stromal cells. The relationship of NRPs with tumor immunological features in PAAD and pan-cancer was evaluated using bioinformatics methods; it was positively correlated with the infiltration of myeloid immune cells and the expression of most immune checkpoint genes. Bioinformatics analysis, in vitro and in vivo experiments suggested that NRPs exhibit potential immune-related and immune-independent pro-tumor effects. NRPs, especially NRP1, are attractive biomarkers and therapeutic targets for cancers, particularly PAAD.
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Affiliation(s)
- Li-Hong He
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310009, China
- Zhejiang Provincial Innovation Center for the Study of Pancreatic Diseases, Hangzhou 310009, China
- Zhejiang Provincial Clinical Research Center for the Study of Hepatobiliary & Pancreatic Diseases, Hangzhou 310009, China
- Cancer Center, Zhejiang University, Hangzhou 310058, China
| | - Xiao-Zhen Zhang
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310009, China
- Zhejiang Provincial Innovation Center for the Study of Pancreatic Diseases, Hangzhou 310009, China
- Zhejiang Provincial Clinical Research Center for the Study of Hepatobiliary & Pancreatic Diseases, Hangzhou 310009, China
- Cancer Center, Zhejiang University, Hangzhou 310058, China
| | - Meng-Yi Lao
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310009, China
- Zhejiang Provincial Innovation Center for the Study of Pancreatic Diseases, Hangzhou 310009, China
- Zhejiang Provincial Clinical Research Center for the Study of Hepatobiliary & Pancreatic Diseases, Hangzhou 310009, China
- Cancer Center, Zhejiang University, Hangzhou 310058, China
| | - Han-Jia Zhang
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310009, China
- Zhejiang Provincial Innovation Center for the Study of Pancreatic Diseases, Hangzhou 310009, China
- Zhejiang Provincial Clinical Research Center for the Study of Hepatobiliary & Pancreatic Diseases, Hangzhou 310009, China
- Cancer Center, Zhejiang University, Hangzhou 310058, China
| | - Han-Shen Yang
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310009, China
- Zhejiang Provincial Innovation Center for the Study of Pancreatic Diseases, Hangzhou 310009, China
- Zhejiang Provincial Clinical Research Center for the Study of Hepatobiliary & Pancreatic Diseases, Hangzhou 310009, China
- Cancer Center, Zhejiang University, Hangzhou 310058, China
| | - Xue-Li Bai
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310003, China
- Zhejiang Provincial Key Laboratory of Pancreatic Disease, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310009, China
- Zhejiang Provincial Innovation Center for the Study of Pancreatic Diseases, Hangzhou 310009, China
- Zhejiang Provincial Clinical Research Center for the Study of Hepatobiliary & Pancreatic Diseases, Hangzhou 310009, China
- Cancer Center, Zhejiang University, Hangzhou 310058, China
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