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Gupta S, Silveira DA, Lorenzoni PR, Mombach JCM, Hashimoto RF. LncRNA PTENP1/miR-21/PTEN Axis Modulates EMT and Drug Resistance in Cancer: Dynamic Boolean Modeling for Cell Fates in DNA Damage Response. Int J Mol Sci 2024; 25:8264. [PMID: 39125832 PMCID: PMC11311614 DOI: 10.3390/ijms25158264] [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: 07/05/2024] [Revised: 07/21/2024] [Accepted: 07/23/2024] [Indexed: 08/12/2024] Open
Abstract
It is well established that microRNA-21 (miR-21) targets phosphatase and tensin homolog (PTEN), facilitating epithelial-to-mesenchymal transition (EMT) and drug resistance in cancer. Recent evidence indicates that PTEN activates its pseudogene-derived long non-coding RNA, PTENP1, which in turn inhibits miR-21. However, the dynamics of PTEN, miR-21, and PTENP1 in the DNA damage response (DDR) remain unclear. Thus, we propose a dynamic Boolean network model by integrating the published literature from various cancers. Our model shows good agreement with the experimental findings from breast cancer, hepatocellular carcinoma (HCC), and oral squamous cell carcinoma (OSCC), elucidating how DDR activation transitions from the intra-S phase to the G2 checkpoint, leading to a cascade of cellular responses such as cell cycle arrest, senescence, autophagy, apoptosis, drug resistance, and EMT. Model validation underscores the roles of PTENP1, miR-21, and PTEN in modulating EMT and drug resistance. Furthermore, our analysis reveals nine novel feedback loops, eight positive and one negative, mediated by PTEN and implicated in DDR cell fate determination, including pathways related to drug resistance and EMT. Our work presents a comprehensive framework for investigating cellular responses following DDR, underscoring the therapeutic potential of targeting PTEN, miR-21, and PTENP1 in cancer treatment.
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Affiliation(s)
- Shantanu Gupta
- Instituto de Matemática e Estatística, Departamento de Ciência da Computação, Universidade de São Paulo, Rua do Matão 1010, São Paulo 05508-090, SP, Brazil;
| | | | - Pedro R. Lorenzoni
- Departamento de Física, Universidade Federal de Santa Maria, Santa Maria 97105-900, RS, Brazil; (P.R.L.); (J.C.M.M.)
| | - Jose Carlos M. Mombach
- Departamento de Física, Universidade Federal de Santa Maria, Santa Maria 97105-900, RS, Brazil; (P.R.L.); (J.C.M.M.)
| | - Ronaldo F. Hashimoto
- Instituto de Matemática e Estatística, Departamento de Ciência da Computação, Universidade de São Paulo, Rua do Matão 1010, São Paulo 05508-090, SP, Brazil;
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Zhou P, Meng X, Nie Z, Wang H, Wang K, Du A, Lei Y. PTEN: an emerging target in rheumatoid arthritis? Cell Commun Signal 2024; 22:246. [PMID: 38671436 PMCID: PMC11046879 DOI: 10.1186/s12964-024-01618-6] [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: 12/28/2023] [Accepted: 04/17/2024] [Indexed: 04/28/2024] Open
Abstract
Phosphatase and tensin homolog deleted on chromosome 10 (PTEN) is a critical tumor suppressor protein that regulates various biological processes such as cell proliferation, apoptosis, and inflammatory responses by controlling the phosphatidylinositol 3-kinase (PI3K)/protein kinase B (PI3K/AKT) signaling pathway. PTEN plays a crucial role in the pathogenesis of rheumatoid arthritis (RA). Loss of PTEN may contribute to survival, proliferation, and pro-inflammatory cytokine release of fibroblast-like synoviocytes (FLS). Also, persistent PI3K signaling increases myeloid cells' osteoclastic potential, enhancing localized bone destruction. Recent studies have shown that the expression of PTEN protein in the synovial lining of RA patients with aggressive FLS is minimal. Experimental upregulation of PTEN protein expression could reduce the damage caused by RA. Nonetheless, a complete comprehension of aberrant PTEN drives RA progression and its interactions with other crucial molecules remains elusive. This review is dedicated to promoting a thorough understanding of the signaling mechanisms of aberrant PTEN in RA and aims to furnish pertinent theoretical support for forthcoming endeavors in both basic and clinical research within this domain.
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Affiliation(s)
- Pan Zhou
- Chengdu Rheumatology Hospital, Chengdu, Sichuan Province, China
| | - Xingwen Meng
- Chengdu Rheumatology Hospital, Chengdu, Sichuan Province, China
| | - Zhimin Nie
- Chengdu Rheumatology Hospital, Chengdu, Sichuan Province, China
| | - Hua Wang
- Chengdu Rheumatology Hospital, Chengdu, Sichuan Province, China
| | - Kaijun Wang
- Nanjing Tongshifeng Hospital, Nanjing, Jiangsu Province, China
| | - Aihua Du
- Zhengzhou Gout and Rheumatology Hospital, Zhengzhou, Henan Province, China
| | - Yu Lei
- Chengdu Rheumatology Hospital, Chengdu, Sichuan Province, China.
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Gupta S, Silveira DA, Piedade GP, Ostrowski MP, Mombach JCM, Hashimoto RF. A dynamic Boolean network reveals that the BMI1 and MALAT1 axis is associated with drug resistance by limiting miR-145-5p in non-small cell lung cancer. Noncoding RNA Res 2024; 9:185-193. [PMID: 38125755 PMCID: PMC10730431 DOI: 10.1016/j.ncrna.2023.10.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 10/17/2023] [Accepted: 10/18/2023] [Indexed: 12/23/2023] Open
Abstract
Patients with non-small cell lung cancer (NSCLC) are often treated with chemotherapy. Poor clinical response and the onset of chemoresistance limit the anti-tumor benefits of drugs such as cisplatin. According to recent research, metastasis-associated lung adenocarcinoma transcript 1 (MALAT1) is a long non-coding RNA related to cisplatin resistance in NSCLC. Furthermore, MALAT1 targets microRNA-145-5p (miR-145), which activates Krüppel-like factor 4 (KLF4) in associated cell lines. B lymphoma Mo-MLV insertion region 1 homolog (BMI1), on the other hand, inhibits miR-145 expression, which stimulates Specificity protein 1 (Sp1) to trigger the epithelial-mesenchymal transition (EMT) process in pemetrexed-resistant NSCLC cells. The interplay between these molecules in drug resistance is still unclear. Therefore, we propose a dynamic Boolean network that can encapsulate the complexity of these drug-resistant molecules. Using published clinical data for gain or loss-of-function perturbations, our network demonstrates reasonable agreement with experimental observations. We identify four new positive circuits: miR-145/Sp1/MALAT1, BMI1/miR-145/Myc, KLF4/p53/miR-145, and miR-145/Wip1/p38MAPK/p53. Notably, miR-145 emerges as a central player in these regulatory circuits, underscoring its pivotal role in NSCLC drug resistance. Our circuit perturbation analysis further emphasizes the critical involvement of these new circuits in drug resistance for NSCLC. In conclusion, targeting MALAT1 and BMI1 holds promise for overcoming drug resistance, while activating miR-145 represents a potential strategy to significantly reduce drug resistance in NSCLC.
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Affiliation(s)
- Shantanu Gupta
- Instituto de Matemática e Estatística, Departamento de Ciência da Computação, Universidade de São Paulo, Rua do Matão 1010, 05508-090, São Paulo, SP, Brazil
| | - Daner A. Silveira
- Children's Cancer Institute, Porto Alegre, Rio Grande do Sul, Brazil
| | - Gabriel P.S. Piedade
- Instituto de Matemática e Estatística, Departamento de Ciência da Computação, Universidade de São Paulo, Rua do Matão 1010, 05508-090, São Paulo, SP, Brazil
| | - Miguel P. Ostrowski
- Instituto de Matemática e Estatística, Departamento de Ciência da Computação, Universidade de São Paulo, Rua do Matão 1010, 05508-090, São Paulo, SP, Brazil
| | - José Carlos M. Mombach
- Departamento de Física, Universidade Federal de Santa Maria, Santa Maria, 97105-900, RS, Brazil
| | - Ronaldo F. Hashimoto
- Instituto de Matemática e Estatística, Departamento de Ciência da Computação, Universidade de São Paulo, Rua do Matão 1010, 05508-090, São Paulo, SP, Brazil
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Gupta S, Silveira DA, Mombach JCM, Hashimoto RF. The lncRNA DLX6-AS1/miR-16-5p axis regulates autophagy and apoptosis in non-small cell lung cancer: A Boolean model of cell death. Noncoding RNA Res 2023; 8:605-614. [PMID: 37767112 PMCID: PMC10520667 DOI: 10.1016/j.ncrna.2023.08.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 07/25/2023] [Accepted: 08/06/2023] [Indexed: 09/29/2023] Open
Abstract
Long non-coding RNA (lncRNA) distal-less homeobox 6 antisense RNA 1 (DLX6-AS1) is elevated in a variety of cancers, including non-small cell lung cancer (NSCLC) and cervical cancer. Although it was found that the microRNA-16-5p (miR-16), which is known to regulate autophagy and apoptosis, had been downregulated in similar cancers. Recent research has shown that in tumors with similar characteristics, DLX6-AS1 acts as a sponge for miR-16 expression. However, the cell death-related molecular mechanism of the DLX6-AS1/miR-16 axis has yet to be investigated. Therefore, we propose a dynamic Boolean model to investigate gene regulation in cell death processes via the DLX6-AS1/miR-16 axis. We found the finest concordance when we compared our model to many experimental investigations including gain-of-function genes in NSCLC and cervical cancer. A unique positive circuit involving BMI1/ATM/miR-16 is also something we predict. Our results suggest that this circuit is essential for regulating autophagy and apoptosis under stress signals. Thus, our Boolean network enables an evident cell-death process coupled with NSCLC and cervical cancer. Therefore, our results suggest that DLX6-AS1 targeting may boost miR-16 activity and thereby restrict tumor growth in these cancers by triggering autophagy and apoptosis.
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Affiliation(s)
- Shantanu Gupta
- Instituto de Matemática e Estatística, Departamento de Ciência da Computação, Universidade de São Paulo, Rua Do Matão 1010, São Paulo, SP, 05508-090, Brazil
| | - Daner A. Silveira
- Children's Cancer Institute, Porto Alegre, Rio Grande do Sul, Brazil
| | - José Carlos M. Mombach
- Departamento de Física, Universidade Federal de Santa Maria, Santa Maria, RS, 97105-900, Brazil
| | - Ronaldo F. Hashimoto
- Instituto de Matemática e Estatística, Departamento de Ciência da Computação, Universidade de São Paulo, Rua Do Matão 1010, São Paulo, SP, 05508-090, Brazil
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Gupta S, Silveira DA, Hashimoto RF. A Boolean model of the oncogene role of FAM111B in lung adenocarcinoma. Comput Biol Chem 2023; 106:107926. [PMID: 37487252 DOI: 10.1016/j.compbiolchem.2023.107926] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 05/30/2023] [Accepted: 07/13/2023] [Indexed: 07/26/2023]
Abstract
The ultimate goal of this study is to analyze the gene regulation between FAM111B and p53 in lung adenocarcinoma using Boolean networks. Recent studies have shown that downregulation of FAM111B enhances the G2/M cell cycle checkpoint in the respective cell lines. Upregulation of p53 directly downregulates FAM111B, which is directed to affect cell cycle controllers Cdc25C and Cdk1/CyclinB, thereby controlling G2/M cell cycle arrest. As for apoptosis, down-regulation of FAM111B by p53 directly regulates the BAG3/Bcl-2 axis, which triggers apoptotic cell death. However, the molecular mechanisms involving p53 and FAM111B in G2/M checkpoint regulation are still unknown. Thus, we present a Boolean model of the G2/M checkpoint considering the effect of p53 and FAM111B. Our model indicates that the cell fate between the two cellular phenotypes, arrest, and apoptosis, at the G2/M checkpoint is non-deterministic and is controlled by p53. The model was compared with the experimental data involving gain- or loss-of-function genes and achieved a fair agreement. The model predicts a positive circuit involving p53/FAM111B/BAG3. Our circuit perturbation analysis suggests that this circuit may be essential for controlling cell-fate decisions at the G2/M checkpoint. Our model supports that FAM111B is an engaging target for drug development in lung adenocarcinoma.
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Affiliation(s)
- Shantanu Gupta
- Departamento de Ciência da Computação, Instituto de Matemática e Estatística, Universidade de São Paulo, Rua do Matão 1010, São Paulo 05508-090, SP, Brazil.
| | - Daner A Silveira
- Children's Cancer Institute, Porto Alegre, Rio Grande do Sul, Brazil
| | - Ronaldo F Hashimoto
- Departamento de Ciência da Computação, Instituto de Matemática e Estatística, Universidade de São Paulo, Rua do Matão 1010, São Paulo 05508-090, SP, Brazil
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Toropov AL, Deryabin PI, Shatrova AN, Borodkina AV. Oncogene-Induced Senescence Is a Crucial Antitumor Defense Mechanism of Human Endometrial Stromal Cells. Int J Mol Sci 2023; 24:14089. [PMID: 37762392 PMCID: PMC10531323 DOI: 10.3390/ijms241814089] [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: 07/25/2023] [Revised: 09/01/2023] [Accepted: 09/02/2023] [Indexed: 09/29/2023] Open
Abstract
Being the major cellular component of highly dynamic tissue, endometrial stromal cells (EnSCs) are exposed to cycles of proliferation upon hormonal stimulation, which might pose risks for the accumulation of mutations and malignization. However, endometrial stromal tumors are rare and uncommon. The present study uncovered defense mechanisms that might underlie the resistance of EnSCs against oncogenic transformation. All experiments were performed in vitro using the following methods: FACS, WB, RT-PCR, IF, molecular cloning, lentiviral transduction, and CRISPR/Cas9 genome editing. We revealed that the expression of the mutant HRASG12V leads to EnSC senescence. We experimentally confirmed the inability of HRASG12V-expressing EnSCs to bypass senescence and resume proliferation, even upon estrogen stimulation. At the molecular level, the induction of oncogene-induced senescence (OIS) was accompanied by activation of the MEK/ERK, PI3K/AKT, p53/p21WAF/CIP/Rb, and p38/p16INK4a/Rb pathways; however, inhibiting either pathway did not prevent cell cycle arrest. PTEN loss was established as an additional feature of HRASG12V-induced senescence in EnSCs. Using CRISPR-Cas9-mediated PTEN knockout, we identified PTEN loss-induced senescence as a reserve molecular mechanism to prevent the transformation of HRASG12V-expressing EnSCs. The present study highlights oncogene-induced senescence as an antitumor defense mechanism of EnSCs controlled by multiple backup molecular pathways.
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Affiliation(s)
- Artem L. Toropov
- Mechanisms of Cellular Senescence Group, Institute of Cytology of the Russian Academy of Sciences, Tikhoretsky Ave. 4, 194064 Saint-Petersburg, Russia
| | - Pavel I. Deryabin
- Mechanisms of Cellular Senescence Group, Institute of Cytology of the Russian Academy of Sciences, Tikhoretsky Ave. 4, 194064 Saint-Petersburg, Russia
| | - Alla N. Shatrova
- Laboratory of Intracellular Membranes Dynamic, Institute of Cytology of the Russian Academy of Sciences, Tikhoretsky Ave. 4, 194064 Saint-Petersburg, Russia
| | - Aleksandra V. Borodkina
- Mechanisms of Cellular Senescence Group, Institute of Cytology of the Russian Academy of Sciences, Tikhoretsky Ave. 4, 194064 Saint-Petersburg, Russia
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Chen Z. The Role of Specificity Protein 1 (SP1) in Bladder Cancer Progression through PTEN-Mediated AKT/mTOR Pathway. Urol Int 2023; 107:848-856. [PMID: 37666229 DOI: 10.1159/000532128] [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: 04/14/2023] [Accepted: 07/17/2023] [Indexed: 09/06/2023]
Abstract
INTRODUCTION The aim of the study was to investigate the potential mechanism of specificity protein 1 (SP1) in bladder cancer progression through the PTEN-mediated AKT/mTOR pathway. METHODS Human bladder cancer cell lines (HT-1197, HT-1376, and T24) and normal ureteral epithelial cell line SV-HUC-1 were used. SP1 expression was detected via quantitative real-time PCR and Western blotting. Cell viability, migration, invasion, and apoptosis were assessed using CCK-8, transwell, and flow cytometry assays, respectively. The involvement of the PTEN-mediated AKT/mTOR pathway was evaluated by Western blot. A mouse xenograft model was built, and immunohistochemical staining was applied to visualize SP1 and Ki67 expression in tumor tissues. RESULTS SP1 was overexpressed in bladder cancer cells. SP1 knockdown inhibited viability, migration, and invasion and promoted apoptosis in bladder cancer cells. PTEN intervention increased cell viability, migration, and invasion and decreased apoptosis, which was reversed by SP1 knockdown. The activation of the AKT/mTOR pathway resulting from PTEN knockdown was attenuated by SP1 knockdown. In vivo results showed that SP1 knockdown suppressed tumor growth, increased PTEN expression, and decreased AKT/mTOR pathway-related protein levels. CONCLUSION SP1 promotes bladder cancer progression by inhibiting the PTEN-mediated AKT/mTOR pathway. Targeting SP1 may be a potential therapeutic strategy for treating bladder cancer.
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Affiliation(s)
- Zhiqiang Chen
- Department of Urology Surgery, Sir Run Run Shaw Hospital, Zhejiang University, School of Medicine, Hangzhou, China
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