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Lestari DY, Mastutik G, Mukono IS. Betulinic acid and oleanolic acid modulate CD81 expression and induce apoptosis in triple-negative breast cancer cells through ROS generation. Med Oncol 2024; 42:24. [PMID: 39644426 DOI: 10.1007/s12032-024-02574-4] [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: 10/05/2024] [Accepted: 11/22/2024] [Indexed: 12/09/2024]
Abstract
Triple-negative breast cancer (TNBC) is an aggressive subtype of breast cancer characterized by a lack of hormones receptors and the HER2 receptor, making it unresponsive to targeted therapy. Triterpenoids such as betulinic acid (BA) and oleanolic acid (OA) have anticancer effects by inducing apoptosis in TNBC cells. CD81 is a tetraspanin that affects the growth and metastasis of cancer cells. To examine the effect of BA and OA on the viability of TNBC cell line (MDA-MB 231) by analyzing the CD81 expression, intracellular ROS, and apoptosis. The MDA-MB 231 cells was cultured and treated by BA and OA. The viability cell was evaluated by the CCK8 assay. This study analyzed the binding of BA and OA with CD81 using molecular docking and evaluated CD81 expression, intracellular ROS, and apoptosis by flow cytometry. The result showed that BA and OA inhibited viability of MDA-MB-231 cells. BA and OA bind to CD81 in silico, with binding affinities of 9.0 kcal/mol for BA and 7.2 kcal/mol for OA. Flow cytometry results revealed that BA can downregulate CD81 expression. BA and OA also increased intracellular ROS levels and induced apoptosis. These findings suggest that BA and OA, especially BA, can modulate CD81 expression and promote apoptosis in TNBC cells through the generation of ROS, thereby offering a potential therapeutic strategy for the treatment of TNBC.
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Affiliation(s)
- Dian Yuliartha Lestari
- Doctoral Program of Medical Science, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia
- Medical Faculty, University of Muhammadiyah Malang, Malang, Indonesia
| | - Gondo Mastutik
- Department of Pathology Anatomy, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia
| | - Indri Safitri Mukono
- Department of Physiology and Medical Biochemistry, Faculty of Medicine, Univesitas Airlangga, Surabaya, Indonesia.
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Zhang X, Miao J, Song Y, Zhang J, Miao M. Review on effects and mechanisms of plant-derived natural products against breast cancer bone metastasis. Heliyon 2024; 10:e37894. [PMID: 39318810 PMCID: PMC11420494 DOI: 10.1016/j.heliyon.2024.e37894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 08/16/2024] [Accepted: 09/12/2024] [Indexed: 09/26/2024] Open
Abstract
Bone metastasis is the prevalent form of metastasis in breast cancer, resulting in severe pain, pathological fractures, nerve compression, hypercalcemia, and other complications that significantly impair patients' quality of life. The infiltration and colonization of breast cancer (BC) cells in bone tissue disrupt the delicate balance between osteoblasts and osteoclasts within the bone microenvironment, initiating a vicious cycle of bone metastasis. Once bone metastasis occurs, conventional medical therapy with bone-modifying agents is commonly used to alleviate bone-related complications and improve patients' quality of life. However, the utilization of bone-modifying agents may cause severe drug-related adverse effects. Plant-derived natural products such as terpenoids, alkaloids, coumarins, and phenols have anti-tumor, anti-inflammatory, and anti-angiogenic pharmacological properties with minimal side effects. Certain natural products that exhibit both anti-breast cancer and anti-bone metastasis effects are potential therapeutic agents for breast cancer bone metastasis (BCBM). This article reviewed the effects of plant-derived natural products against BCBM and their mechanisms to provide a reference for the research and development of drugs related to BCBM.
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Affiliation(s)
- Xiaolei Zhang
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, 450046, China
| | - Jinxin Miao
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, 450046, China
| | - Yagang Song
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, 450046, China
| | - Jiawen Zhang
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, 450046, China
| | - Mingsan Miao
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, 450046, China
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Liu J, Hu D, Wang Y, Zhou X, Jiang L, Wang P, Lai H, Wang Y, Xiao H. Exploration of a Predictive Model for Keloid and Potential Therapeutic Drugs Based on Immune Infiltration and Cuproptosis-Related Genes. J Burn Care Res 2024; 45:1217-1231. [PMID: 38334429 DOI: 10.1093/jbcr/irae018] [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: 10/07/2023] [Indexed: 02/10/2024]
Abstract
The aim of this study was to investigate the correlation between cuproptosis-related genes and immunoinfiltration in keloid, develop a predictive model for keloid occurrence, and explore potential therapeutic drugs. The microarray datasets (GSE7890 and GSE145725) were obtained from Gene Expression Omnibus database to identify the differentially expressed genes (DEGs) between keloid and nonkeloid samples. Key genes were identified through immunoinfiltration analysis and DEGs and then analyzed for Gene Ontology and Kyoto Encyclopedia of Genes and Genomes, followed by the identification of protein-protein interaction networks, transcription factors, and miRNAs associated with key genes. Additionally, a logistic regression analysis was performed to develop a predictive model for keloid occurrence, and potential candidate drugs for keloid treatment were identified. Three key genes (FDX1, PDHB, and DBT) were identified, showing involvement in acetyl-CoA biosynthesis, mitochondrial matrix, oxidoreductase activity, and the tricarboxylic acid cycle. Immune infiltration analysis suggested the involvement of B cells, Th1 cells, dendritic cells, T helper cells, antigen-presenting cell coinhibition, and T cell coinhibition in keloid. These genes were used to develop a logistic regression-based nomogram for predicting keloid occurrence with an area under the curve of 0.859 and good calibration. We identified 32 potential drug molecules and extracted the top 10 compounds based on their P-values, showing promise in targeting key genes and potentially effective against keloid. Our study identified some genes in keloid pathogenesis and potential therapeutic drugs. The predictive model enhances early diagnosis and management. Further research is needed to validate and explore clinical implications.
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Affiliation(s)
- Jiaming Liu
- Department of Burns and Plastic and Cosmetic Surgery, Xi' an Ninth Hospital, Xi'an, Shaanxi Province, 710054, China
| | - Ding Hu
- Department of Urology, Affiliated Hospital of Qingdao University, Qingdao, Shandong Province, 266003, China
| | - Yaojun Wang
- Department of Burns and Plastic and Cosmetic Surgery, Xi' an Ninth Hospital, Xi'an, Shaanxi Province, 710054, China
| | - Xiaoqian Zhou
- Department of Burns and Plastic and Cosmetic Surgery, Xi' an Ninth Hospital, Xi'an, Shaanxi Province, 710054, China
| | - Liyuan Jiang
- Department of Burns and Plastic and Cosmetic Surgery, Xi' an Ninth Hospital, Xi'an, Shaanxi Province, 710054, China
| | - Peng Wang
- Department of Burns and Plastic and Cosmetic Surgery, Xi' an Ninth Hospital, Xi'an, Shaanxi Province, 710054, China
| | - Haijing Lai
- Department of Burns and Plastic and Cosmetic Surgery, Xi' an Ninth Hospital, Xi'an, Shaanxi Province, 710054, China
| | - Yu Wang
- Department of Burns and Plastic and Cosmetic Surgery, Xi' an Ninth Hospital, Xi'an, Shaanxi Province, 710054, China
| | - Houan Xiao
- Department of Burns and Plastic and Cosmetic Surgery, Xi' an Ninth Hospital, Xi'an, Shaanxi Province, 710054, China
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Arif R, Bukhari SA, Mustafa G, Ahmed S, Albeshr MF. Network Pharmacology and Experimental Validation to Explore the Potential Mechanism of Nigella sativa for the Treatment of Breast Cancer. Pharmaceuticals (Basel) 2024; 17:617. [PMID: 38794187 PMCID: PMC11124279 DOI: 10.3390/ph17050617] [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: 04/08/2024] [Revised: 04/23/2024] [Accepted: 05/06/2024] [Indexed: 05/26/2024] Open
Abstract
Breast cancer is a prevalent and potentially life-threatening disease that affects women worldwide. Natural products have gained attention as potential anticancer agents due to their fewer side effects, low toxicity, and cost effectiveness compared to traditional chemotherapy drugs. In the current study, the network pharmacology approach was used following a molecular docking study to evaluate the therapeutic potential of N. sativa-derived phytochemicals against breast cancer. Specifically, the study aimed to identify potential anticancer agents targeting key proteins implicated in breast cancer progression. Five proteins (i.e., EGFR, MAPK3, ESR1, MAPK1, and PTGS2) associated with breast cancer were selected as receptor proteins. Fourteen phytochemicals from N. sativa were prioritized based on drug-likeness (DL) and oral bioavailability (OB) parameters (with criteria set at DL > 0.18 and OB > 30%, respectively). Subsequent analysis of gene targets identified 283 overlapping genes primarily related to breast cancer pathogenesis. Ten hub genes were identified through topological analysis based on their significance in the KEGG pathway and GO annotations. Molecular docking revealed strong binding affinities between folic acid, betulinic acid, stigmasterol, and selected receptor proteins. These phytochemicals also demonstrated druggability potential. In vitro experiments in the MDA-MB-231 breast cancer cell line revealed that betulinic acid and stigmasterol significantly reduced cell viability after 24 h of treatment, confirming their anticancer activity. Furthermore, in vivo evaluation using a DMBA-induced rat model showed that betulinic acid and stigmasterol contributed to the significant recovery of cancer markers. This study aimed to explore the mechanisms underlying the anticancer potential of N. sativa phytochemicals against breast cancer, with the ultimate goal of identifying novel therapeutic candidates for future drug development. Overall, these results highlight betulinic acid and stigmasterol as promising candidates to develop novel anticancer agents against breast cancer. The comprehensive approach of this study, which integrates network pharmacology and molecular docking study and its experimental validation, strengthens the evidence supporting the therapeutic benefits of N. sativa-derived phytochemicals in breast cancer treatment, making them promising candidates for the development of novel anticancer agents against breast cancer.
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Affiliation(s)
- Rawaba Arif
- Department of Biochemistry, Government College University Faisalabad, Faisalabad 38000, Pakistan
| | - Shazia Anwer Bukhari
- Department of Biochemistry, Government College University Faisalabad, Faisalabad 38000, Pakistan
| | - Ghulam Mustafa
- Department of Biochemistry, Government College University Faisalabad, Faisalabad 38000, Pakistan
| | - Sibtain Ahmed
- Scripps Institution of Oceanography, University of California San Diego, 9500 Gilman Drive, La Jolla, CA 92093, USA
- Department of Biochemistry, Bahauddin Zakariya University, Multan 60800, Pakistan
| | - Mohammed Fahad Albeshr
- Department of Zoology, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia
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Recent Advances Regarding the Molecular Mechanisms of Triterpenic Acids: A Review (Part II). Int J Mol Sci 2022; 23:ijms23168896. [PMID: 36012159 PMCID: PMC9408012 DOI: 10.3390/ijms23168896] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 08/04/2022] [Accepted: 08/08/2022] [Indexed: 12/18/2022] Open
Abstract
Triterpenic acids are a widespread class of phytocompounds which have been found to possess valuable therapeutic properties such as anticancer, anti-inflammatory, hepatoprotective, cardioprotective, antidiabetic, neuroprotective, lipolytic, antiviral, and antiparasitic effects. They are a subclass of triterpenes bearing a characteristic lipophilic structure that imprints unfavorable in vivo properties which subsequently limit their applications. The early investigation of the mechanism of action (MOA) of a drug candidate can provide valuable information regarding the possible side effects and drug interactions that may occur after administration. The current paper aimed to summarize the most recent (last 5 years) studies regarding the MOA of betulinic acid, boswellic acid, glycyrrhetinic acid, madecassic acid, moronic acid, and pomolic acid in order to provide scientists with updated and accessible material on the topic that could contribute to the development of future studies; the paper stands as the sequel of our previously published paper regarding the MOA of triterpenic acids with therapeutic value. The recent literature published on the topic has highlighted the role of triterpenic acids in several signaling pathways including PI3/AKT/mTOR, TNF-alpha/NF-kappa B, JNK-p38, HIF-α/AMPK, and Grb2/Sos/Ras/MAPK, which trigger their various biological activities.
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Lee HS, Lee IH, Kang K, Park SI, Kwon TW, Lee DY. A Network Pharmacology Analysis of the Systems-Perspective Anticancer Mechanisms of the Herbal Drug FDY2004 for Breast Cancer. Nat Prod Commun 2021. [DOI: 10.1177/1934578x211049133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Breast cancer is a malignant tumor with high incidence, prevalence, and mortality rates in women. In recent years, herbal drugs have been assessed as anticancer therapy against breast cancer, owing to their promising therapeutic effects and reduced toxicity. However, their pharmacological mechanisms have not been fully explored at the systemic level. Here, we conducted a network pharmacology analysis of the systems-perspective molecular mechanisms of FDY2004, an anticancer herbal formula that consists of Moutan Radicis Cortex, Persicae Semen , and Rhei Radix et Rhizoma, against breast cancer. We determined that FDY2004 may contain 28 active compounds that exert pharmacological effects by targeting 113 breast cancer-related human genes/proteins. Based on the gene ontology terms, the FDY2004 targets were involved in modulating biological processes such as cell growth, cell proliferation, and apoptosis. Pathway enrichment analysis identified various breast cancer-associated pathways that may mediate the anticancer activity of FDY2004, including the PI3K-Akt, MAPK, TNF, HIF-1, focal adhesion, estrogen, ErbB, NF-kappa B, p53, and VEGF signaling pathways. Thus, our analysis offers novel insights into the anticancer properties of herbal drugs for breast cancer treatment from a systemic perspective.
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Affiliation(s)
- Ho-Sung Lee
- The Fore, 87 Ogeum-ro, Songpa-gu, Seoul 05542, Republic of Korea
- Forest Hospital, 129 Ogeum-ro, Songpa-gu, Seoul 05549, Republic of Korea
| | - In-Hee Lee
- The Fore, 87 Ogeum-ro, Songpa-gu, Seoul 05542, Republic of Korea
| | - Kyungrae Kang
- Forest Hospital, 129 Ogeum-ro, Songpa-gu, Seoul 05549, Republic of Korea
| | - Sang-In Park
- Forestheal Hospital, 173 Ogeum-ro, Songpa-gu, Seoul 05641, Republic of Korea
| | - Tae-Wook Kwon
- Forest Hospital, 129 Ogeum-ro, Songpa-gu, Seoul 05549, Republic of Korea
| | - Dae-Yeon Lee
- The Fore, 87 Ogeum-ro, Songpa-gu, Seoul 05542, Republic of Korea
- Forest Hospital, 129 Ogeum-ro, Songpa-gu, Seoul 05549, Republic of Korea
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Significance of STAT3 in Immune Infiltration and Drug Response in Cancer. Biomolecules 2020; 10:biom10060834. [PMID: 32486001 PMCID: PMC7355836 DOI: 10.3390/biom10060834] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2020] [Revised: 05/19/2020] [Accepted: 05/25/2020] [Indexed: 12/14/2022] Open
Abstract
Signal transducer and activator of transcription 3 (STAT3) is a transcription factor and regulates tumorigenesis. However, the functions of STAT3 in immune and drug response in cancer remain elusive. Hence, we aim to reveal the impact of STAT3 in immune infiltration and drug response comprehensively by bioinformatics analysis. The expression of STAT3 and its relationship with tumor stage were explored by Tumor Immune Estimation Resource (TIMER), Human Protein Altas (HPA), and UALCAN databases. The correlations between STAT3 and immune infiltration, gene markers of immune cells were analyzed by TIMER. Moreover, the association between STAT3 and drug response was evaluated by the Cancer Cell Line Encyclopedia (CCLE) and Cancer Therapeutics Response Portal (CTRP). The results suggested that the mRNA transcriptional level of STAT3 was lower in tumors than normal tissues and mostly unrelated to tumor stage. Besides, the protein expression of STAT3 decreased in colorectal and renal cancer compared with normal tissues. Importantly, STAT3 was correlated with immune infiltration and particularly regulated tumor-associated macrophage (TAM), M2 macrophage, T-helper 1 (Th1), follicular helper T (Treg), and exhausted T-cells. Remarkably, STAT3 was closely correlated with the response to specified inhibitors and natural compounds in cancer. Furthermore, the association between STAT3 and drug response was highly cell line type dependent. Significantly, the study provides thorough insight that STAT3 is associated with immunosuppression, as well as drug response in clinical treatment.
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Nicolov M, Ghiulai RM, Voicu M, Mioc M, Duse AO, Roman R, Ambrus R, Zupko I, Moaca EA, Coricovac DE, Farcas C, Racoviceanu RM, Danciu C, Dehelean CA, Soica C. Cocrystal Formation of Betulinic Acid and Ascorbic Acid: Synthesis, Physico-Chemical Assessment, Antioxidant, and Antiproliferative Activity. Front Chem 2019; 7:92. [PMID: 30847340 PMCID: PMC6393380 DOI: 10.3389/fchem.2019.00092] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Accepted: 02/04/2019] [Indexed: 01/08/2023] Open
Abstract
Betulinic acid (BA) was demonstrated to be a very promising anticancer agent against various tumor cell lines such as breast, colon, lung, and brain. Despite its strong cytotoxic effect, betulinic acid exhibits low water solubility, feature that is reflected in its poor bioavailability. To overcome these drawbacks, numerous strategies were conducted to improve its physicochemical and pharmacokinetic profile, among which cocrystalization emerged as a promising approach. Thus, our work consisted in obtaining slowly grown cocrystals of BA and ascorbic acid (BA+VitC) in isopropyl alcohol obtained in a hydrothermal experiment. The newly formed cocrystals were characterized by physico-chemical methods such asSEM, DSC, XRPD, and FT-IR spectroscopy demonstrating BA+VitC cocrystal formation while their antioxidant activity revealed an additive antioxidant effect. To investigate the biological effect, BA+VitC cocrystals were tested on HaCat (immortalized human keratinocytes), B164A5 and B16F0 (murine melanoma), MCF7 and MDA-MB-231 (human breast cancer), and HeLa (cervical cancer) cell lines. Results of BA upon the tested tumor cell lines, after co-crystallization with vitamin C, indicated a superior cytotoxic effect with the preservation of a good selectivity index assumably due to an improved BA water solubility and consequently an optimized bioavailability.
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Affiliation(s)
- Mirela Nicolov
- Faculty of Pharmacy, Victor Babes University of Medicine and Pharmacy, Timisoara, Romania
| | - Roxana M Ghiulai
- Faculty of Pharmacy, Victor Babes University of Medicine and Pharmacy, Timisoara, Romania
| | - Mirela Voicu
- Faculty of Pharmacy, Victor Babes University of Medicine and Pharmacy, Timisoara, Romania
| | - Marius Mioc
- Faculty of Pharmacy, Victor Babes University of Medicine and Pharmacy, Timisoara, Romania
| | - Adina Octavia Duse
- Faculty of Medicine, Victor Babes University of Medicine and Pharmacy, Timisoara, Romania
| | - Roxana Roman
- Faculty of Physics, West University of Timisoara, Timisoara, Romania
| | - Rita Ambrus
- Institute of Pharmaceutical Technology and Regulatory Affairs, University of Szeged, Szeged, Hungary
| | - Istvan Zupko
- Department of Pharmacodynamics and Biopharmacy, University of Szeged, Szeged, Hungary
| | - Elena Alina Moaca
- Faculty of Pharmacy, Victor Babes University of Medicine and Pharmacy, Timisoara, Romania
| | - Dorina E Coricovac
- Faculty of Pharmacy, Victor Babes University of Medicine and Pharmacy, Timisoara, Romania
| | - Claudia Farcas
- Faculty of Pharmacy, Victor Babes University of Medicine and Pharmacy, Timisoara, Romania
| | | | - Corina Danciu
- Faculty of Pharmacy, Victor Babes University of Medicine and Pharmacy, Timisoara, Romania
| | | | - Codruta Soica
- Faculty of Pharmacy, Victor Babes University of Medicine and Pharmacy, Timisoara, Romania
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