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Saddiqa A, Zakir M, Sheikh M, Muneer Z, Hassan A, Ali I, Haq IU, Khan AA, Malik A, Siddiqi AR. On discovery of novel hub genes for ER+ and TN breast cancer types through RNA seq data analyses and classification models. Sci Rep 2024; 14:20840. [PMID: 39242688 PMCID: PMC11379961 DOI: 10.1038/s41598-024-69721-9] [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: 03/06/2024] [Accepted: 08/07/2024] [Indexed: 09/09/2024] Open
Abstract
Breast cancer (BC) is a malignant neoplasm which is classified into various types defined by underlying molecular factors such as estrogen receptor positive (ER+), progesterone receptor positive (PR+), human epidermal growth factor positive (HER2+) and triple negative (TNBC). Early detection of ER+ and TNBC is crucial in the choice of diagnosis and appropriate treatment strategy. Here we report the key genes associated to ER+ and TNBC using RNA-Seq analysis and machine learning models. Three ER+ and TNBC RNA seq datasets comprising 164 patients in-toto were selected for standard NGS hierarchical data processing and data analyses protocols. Enrichment pathway analysis and network analysis was done and finally top hub genes were identified. To come with a reliable classifier which could distinguish the distinct transcriptome patterns associated to ER+ and TNBC, ML models were built employing Naïve Bayes, SVM and kNN. 1730 common DEG's exhibiting significant logFC values with 0.05 p-value threshold were identified. A list of top ten hub genes were screened on the basis of maximal clique centrality (MCC) which included CDC20, CDK1, BUB1, AURKA, CDCA8, RRM2, TTK, CENPF, CEP55 and NDC80.These genes were found to be involved in crucial cell cycle pathways. k-Nearest Neighbor (kNN) model was observed to be best classifier with accuracy 84%, specificity 66% and sensitivity 95% to differentiate between ER+ and TNBC RNA-Seq transcriptomes. Our screened list of 10 hub genes can thus help unearth novel molecular signatures implicated in ER+ and TNBC onset, prognosis and design of novel protocols for breast cancer diagnostics and therapeutics.
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Affiliation(s)
- Alishbah Saddiqa
- Computational Biology and Bioinformatics Group (CBBG), Department of Biosciences, COMSATS University Islamabad, Park Road Islamabad, Islamabad, Pakistan
| | - Mahrukh Zakir
- Computational Biology and Bioinformatics Group (CBBG), Department of Biosciences, COMSATS University Islamabad, Park Road Islamabad, Islamabad, Pakistan
| | - Mawara Sheikh
- Pakistan Agriculture Research Council, Islamabad, Pakistan
| | - Zahid Muneer
- Computational Biology and Bioinformatics Group (CBBG), Department of Biosciences, COMSATS University Islamabad, Park Road Islamabad, Islamabad, Pakistan
| | - Arsalan Hassan
- Computational Biology and Bioinformatics Group (CBBG), Department of Biosciences, COMSATS University Islamabad, Park Road Islamabad, Islamabad, Pakistan
| | - Iqra Ali
- Computational Biology and Bioinformatics Group (CBBG), Department of Biosciences, COMSATS University Islamabad, Park Road Islamabad, Islamabad, Pakistan
| | - Ihtisham Ul Haq
- Department of Physical Chemistry and Technology of Polymers, Silesian University of Technology, M. Strzody 9, 44-100, Gliwice, Poland
| | - Azmat Ali Khan
- Department of Pharmaceutics, College of Pharmacy, King Saud University, 1145111451, Riyadh, Saudi Arabia
| | - Abdul Malik
- Department of Pharmaceutics, College of Pharmacy, King Saud University, 1145111451, Riyadh, Saudi Arabia.
| | - Abdul Rauf Siddiqi
- Computational Biology and Bioinformatics Group (CBBG), Department of Biosciences, COMSATS University Islamabad, Park Road Islamabad, Islamabad, Pakistan.
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Zhao Z, Zhu Y, Long F, Ma Y, Tang Q, Wang T. Exploring the potential of Huangqin Tang in breast cancer treatment using network pharmacological analysis and experimental verification. BMC Complement Med Ther 2024; 24:221. [PMID: 38849817 PMCID: PMC11161988 DOI: 10.1186/s12906-024-04523-0] [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: 03/18/2024] [Accepted: 05/28/2024] [Indexed: 06/09/2024] Open
Abstract
AIMS OF THIS STUDY This study aims to investigate the potential of Huangqin Tang (HQT), a traditional Chinese medicine formulation, in the treatment of breast cancer (BC) through a comprehensive approach integrating network pharmacology, molecular docking, and experimental validation. METHODS Chemical composition and target information of HQT were collected using the Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform (TCMSP). Disease-related target genes were obtained from the GeneCards database. Network pharmacological analysis, including construction of compound-disease-target networks and protein-protein interaction networks, was performed. Molecular docking simulations were conducted to evaluate the binding affinity between HQT components and key targets. Experimental validation was carried out using cell viability assays, clone formation assays, flow cytometry, Western blotting, and pathway analysis. RESULTS A total of 210 candidate targets were identified. Network analysis revealed STAT3, AKT1, MAPK3 etc. as central targets. Enrichment analysis suggested HQT may exert anti-tumor effects through regulating lipid metabolism and inflammation related pathways. Molecular docking showed that the key compounds baicalein, wogonin, kaempferol and quercetin all bound effectively to MAPK1. The binding of baicalein to IL6 and naringenin to TNF-α was also relatively stable. The experimental results demonstrated that HQT effectively inhibited the proliferation of breast cancer cells, with IC50 values of 2.334 mg/mL and 1.749 mg/mL in MCF-7 cells at 24 h and 48 h, and IC50 values of 1.286 mg/mL and 1.496 mg/mL in MDA-MB-231 cells at 24 h and 48 h, respectively. Furthermore, HQT induced cell cycle arrest at the G2/M phase in breast cancer cells and downregulated the expression of related proteins including CDK1, Cyclin B1, CDK2, and Cyclin E. Additionally, HQT promoted apoptosis in breast cancer cells by upregulating the expression of Bak and CC-3, while downregulating the expression of Bcl-2. Notably, HQT also exhibited regulatory effects on the HIF-1 signaling pathway. CONCLUSIONS This study provides insights into the potential multi-component and multi-target mechanisms of HQT against BC, suggesting it may achieve therapeutic effects through regulating inflammatory response and cancer-related pathways via the identified active compounds and targets. The findings highlight the importance of integrating traditional medicine with modern approaches for the development of novel cancer therapies.
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Affiliation(s)
- Ziqiao Zhao
- School of Pharmacy, Chengdu University of Traditional Chinese Medicine, No.1166 Liutai Avenue, Chengdu, 611137, China
- Department of Clinical Research, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, 610041, China
| | - Yongxia Zhu
- Department of Clinical Research, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, 610041, China
- Department of Pharmacy, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China
| | - Fangyi Long
- Laboratory Medicine Center, Sichuan Provincial Maternity and Child Health Care Hospital, Affiliated Women's and Children's Hospital of Chengdu Medical College, Chengdu Medical College, Chengdu, 610041, China
| | - Yu Ma
- Department of Clinical Research, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, 610041, China
| | - Qing Tang
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, 610031, China
| | - Ting Wang
- Department of Clinical Research, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, 610041, China.
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Hermansyah D, Firsty NN, Siagian RHN, Dwinda NN. Intercontinental Comparison of Immunohistochemical Subtypes Among Individuals With Breast Cancer in South-East Asia and South America: A Scoping Systematic Review and Meta-Analysis of Observational Studies. World J Oncol 2024; 15:355-371. [PMID: 38751698 PMCID: PMC11092420 DOI: 10.14740/wjon1788] [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: 01/29/2024] [Accepted: 04/11/2024] [Indexed: 05/18/2024] Open
Abstract
Background Breast cancer (BC) remains a significant global concern, particularly among developing countries in South-East Asia (SEA) and South America (SA). The socioeconomic burdens of oncologic care in those countries were often originated from limited accessibility on attainable therapeutic options and reliability on identifying essential information of cancer cells, i.e., immunohistochemical (IHC) subtyping to determine suitable approaches. The triple-negative breast cancer (TNBC) is among the most aggressive category in breast malignancy, therefore, requiring more specific molecular pathway blocking to exhaust the cells. However, large-scale epidemiological investigation on its rate among BC remains unavailable to date. This study aimed to describe the prevalence of TNBC in the SEA and SA continents since it may guide the future direction of oncologic research and trials. Methods This review focuses on observational studies from the SEA and SA continents from the last decade. Each study represents its country or cities, period of observation, population size, and the TNBC-BC rate as the main outcomes. Therefore, we may also limit the reporting bias originated from same-patient data on the specific occasions. The analysis will be derived to SEA-SA comparison, plus SEA/SA-specific session as processed in Comprehensive Meta-Analysis (CMA) version 3.0. The statistical analysis will be performed in random effects model (REM) within 95% confidence interval (CI). Results From 46 studies included in the final analysis with a total enlisted population of 34,346 unique individuals with BC, the TNBC rate was higher in the SEA compared to the SA region (19.3% vs. 15.7%; P < 0.05 in 95% CI), with the highest prevalence observed in Vietnam (22.4%) and Peru (17.8%), if it was restricted on countries with two or more studies. Interestingly, both Laos and Argentina possessed significant differences compared to other countries within their respective continents, with the highest and lowest TNBC rates (P < 0.05). Conclusions The IHC characteristics in SEA differ from those in the SA continent as mainly represented by TNBC prevalence, possibly shaping the course of future trials in the respective region based on IHC expressivity status.
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Affiliation(s)
- Dedy Hermansyah
- Division of Surgical Oncology, Department of Surgery, Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia
| | - Naufal Nandita Firsty
- Graduate Program in Medicine, Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia
- Putri Hijau Level II Military Hospital, Medan, Indonesia
| | - Ruth Hasian Nami Siagian
- Graduate Program in Medicine, Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia
- Datu Sanggul Rantau Public Hospital, Tapin, Indonesia
| | - Najwa Nandita Dwinda
- Undergraduate Program in Public Health, Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia
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Kan LLY, Chan BCL, Yue GGL, Li P, Hon SSM, Huang D, Tsang MSM, Lau CBS, Leung PC, Wong CK. Immunoregulatory and Anti-cancer Activities of Combination Treatment of Novel Four-Herb Formula and Doxorubicin in 4T1-Breast Cancer Bearing Mice. Chin J Integr Med 2024; 30:311-321. [PMID: 37594703 DOI: 10.1007/s11655-023-3745-6] [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] [Accepted: 04/28/2023] [Indexed: 08/19/2023]
Abstract
OBJECTIVE To investigate the in vivo immunomodulatory and anti-tumor mechanisms of the combined treatment of novel Four-Herb formula (4HF) and doxorubicin in triple-negative breast cancer (TNBC). METHODS Murine-derived triple-negative mammary carcinoma cell line, 4T1 cells, was cultured and inoculated into mouse mammary glands. Sixty-six mice were randomly assigned into 6 groups (n=11 in ench): naïve, control, LD 4HF (low dose 4HF), HD 4HF (high dose 4HF), LD 4HF + D (low dose and doxorubicin), and D (doxorubicin). Apart from the naïve group, each mouse received subcutaneous inoculation with 5 × 105 4T1 cells resuspended in 100 µL of normal saline in the mammary fat pads. Starting from the day of tumor cell inoculation, tumors were grown for 6 days. The LD and HD groups received daily oral gavage of 658 and 2,630 mg/kg 4HF, respectively. The LD 4HF+D group received daily oral gavage of 658 mg/kg 4HF and weekly intraperitoneal injection of doxorubicin (5 mg/kg). The D group received weekly intraperitoneal injections of doxorubicin (5 mg/kg). The treatment naïve mice received daily oral gavage of 0.2 mL double distilled water and 0.1 mL normal saline via intraperitoneal injection once a week. The control group received daily oral gavage of 0.2 mL double-distilled water. The treatment period was 30 days. At the end of treatment, mice organs were harvested to analyze immunological activities via immunophenotyping, gene and multiplex analysis, histological staining, and gut microbiota analysis. RESULTS Mice treated with the combination of 4HF and doxorubicin resulted in significantly reduced tumor and spleen burdens (P<0.05), altered the hypoxia and overall immune lymphocyte landscape, and manipulated gut microbiota to favor the anti-tumor immunological activities. Moreover, immunosuppressive genes, cytokines, and chemokines such as C-C motif chemokine 2 and interleukin-10 of tumors were significantly downregulated (P<0.05). 4HF-doxorubicin combination treatment demonstrated synergetic activities and was most effective in activating the anti-tumor immune response (P<0.05). CONCLUSION The above results provide evidence for evaluating the immune regulating mechanisms of 4HF in breast cancer and support its clinical significance in its potential as an adjunctive therapeutic agent or immune supplement.
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Affiliation(s)
- Lea Ling-Yu Kan
- Institute of Chinese Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
- State Key Laboratory of Research on Bioactivities and Clinical Applications of Medicinal Plants, The Chinese University of Hong Kong, Hong Kong, China
| | - Ben Chung-Lap Chan
- Institute of Chinese Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
- State Key Laboratory of Research on Bioactivities and Clinical Applications of Medicinal Plants, The Chinese University of Hong Kong, Hong Kong, China
| | - Grace Gar-Lee Yue
- Institute of Chinese Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
- State Key Laboratory of Research on Bioactivities and Clinical Applications of Medicinal Plants, The Chinese University of Hong Kong, Hong Kong, China
| | - Peiting Li
- Institute of Chinese Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
- State Key Laboratory of Research on Bioactivities and Clinical Applications of Medicinal Plants, The Chinese University of Hong Kong, Hong Kong, China
| | - Sharon Sze-Man Hon
- Department of Chemical Pathology, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Danqi Huang
- Department of Chemical Pathology, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Miranda Sin-Man Tsang
- Institute of Chinese Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
- State Key Laboratory of Research on Bioactivities and Clinical Applications of Medicinal Plants, The Chinese University of Hong Kong, Hong Kong, China
- China-Australia International Research Centre for Chinese Medicine, School of Health and Biomedical Sciences, STEM College, RMIT University, Bundoora, Victoria, Australia
| | - Clara Bik-San Lau
- Institute of Chinese Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
- State Key Laboratory of Research on Bioactivities and Clinical Applications of Medicinal Plants, The Chinese University of Hong Kong, Hong Kong, China
| | - Ping-Chung Leung
- Institute of Chinese Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
- State Key Laboratory of Research on Bioactivities and Clinical Applications of Medicinal Plants, The Chinese University of Hong Kong, Hong Kong, China
| | - Chun-Kwok Wong
- Institute of Chinese Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China.
- State Key Laboratory of Research on Bioactivities and Clinical Applications of Medicinal Plants, The Chinese University of Hong Kong, Hong Kong, China.
- Department of Chemical Pathology, The Chinese University of Hong Kong, Hong Kong SAR, China.
- Li Dak Sum Yip Yio Chin R & D Centre for Chinese Medicine, The Chinese University of Hong Kong SAR, Hong Kong, China.
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Chandola S, Dhamija E, Paul SB, Hari S, Batra A, Mathur S, Deo SVS. Imaging features of breast cancer subtypes on contrast enhanced ultrasound: a feasibility study. Ecancermedicalscience 2023; 17:1619. [PMID: 38414960 PMCID: PMC10898897 DOI: 10.3332/ecancer.2023.1619] [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: 06/24/2023] [Indexed: 02/29/2024] Open
Abstract
The objective of this research was to study the contrast enhancement patterns of the different molecular subtypes of breast cancer on contrast-enhanced ultrasound (CEUS) using both qualitative and quantitative parameters. This prospective study included females with a single breast mass which was histopathologically proven carcinoma. B mode ultrasound (USG) and CEUS were performed in all patients during baseline assessment. Qualitative CEUS assessment encompassed enhancement pattern, presence of fill-in and washout. Quantitative assessment included measurement of peak enhancement, time to peak; area under the curve and mean transit time. A p-value < 0.05 was considered statistically significant for differentiating the subtypes. The included thirty masses were categorised into two subtypes-triple negative breast cancer (TNBC) (36.7%) and non-TNBC (63.3%) subtypes. With B-mode USG, a statistically significant difference was observed between the two groups with respect to their shape and margins. TNBC lesions showed an oval shape, circumscribed margins and peripheral nodular enhancement on CEUS with the absence of fill-in even in the delayed phase (p-value - 0.04). The two subtypes did not significantly differ in terms of quantitative perfusion parameters. The various subtypes of breast cancer therefore possess distinct contrast enhancement patterns. CEUS potentially allows differentiation amongst these molecular subtypes that may aid in radiology-pathology (rad-path) correlation and follow up of the patients.
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Affiliation(s)
- Stuti Chandola
- Department of Radiodiagnosis and Interventional Radiology, IRCH, AIIMS, New Delhi 110029, India
| | - Ekta Dhamija
- Department of Radiodiagnosis and Interventional Radiology, IRCH, AIIMS, New Delhi 110029, India
| | - Shashi B Paul
- Department of Radiodiagnosis and Interventional Radiology, IRCH, AIIMS, New Delhi 110029, India
| | - Smriti Hari
- Department of Radiodiagnosis and Interventional Radiology, IRCH, AIIMS, New Delhi 110029, India
| | - Atul Batra
- Department of Medical Oncology, IRCH, AIIMS, New Delhi 110029, India
| | - Sandeep Mathur
- Department of Pathology, IRCH, AIIMS, New Delhi 110029, India
| | - S V S Deo
- Department of Surgical Oncology, IRCH, AIIMS, New Delhi 110029, India
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da Luz Costa T, Dantas DB, de Campos Gomes F, Soares CO, Castelhano JR, Fonseca LC, Neves LMT, Figueiredo ERL, de Melo Neto JS. Impacts of Sociodemographic Factors, Screening, and Organization of Health Services on Breast Cancer Mortality in Brazil: An Ecological Study of 20 Years. Int J Breast Cancer 2023; 2023:6665725. [PMID: 37936925 PMCID: PMC10627721 DOI: 10.1155/2023/6665725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 09/20/2023] [Accepted: 10/04/2023] [Indexed: 11/09/2023] Open
Abstract
Background Breast cancer mortality is increasing in Brazil. This study examines the impact of sociodemographic factors, screening procedures, and primary healthcare (PHC) on breast cancer mortality. Methods An ecological study analyzed secondary data of women diagnosed with breast cancer who died between 2000 and 2019. Sociodemographic factors, screening procedures, and PHC were examined in relation to breast cancer mortality. Statistical analyses included normality tests, Kruskal-Wallis and one-way ANOVA tests with post hoc comparisons, Pearson and Spearman correlation tests, age-period-cohort analysis, Kaplan-Meier analysis, and Cox regression analysis. Significance was set at p < 0.05. Results Mortality rates were higher in the southeast (15.77) and south (15.97) regions compared to the north (5.07) (p < 0.0001). Survival rates were longer in the southeast (70.3 ± 0.05) and south (70.6 ± 0.09) than in the north (63.98 ± 0.053) (p ≤ 0.001). Mortality increased with age after 32 years (p ≤ 0.001). Brown and indigenous women had lower mortality and survival rates. Increased coverage of PHC, ultrasound, and biopsy did not reduce mortality. However, improved cytopathologic analysis led to a decrease in mortality. Conclusions Sociodemographic factors, screening procedures, and PHC are specific predictors of breast cancer mortality in Brazil.
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Affiliation(s)
- Thalita da Luz Costa
- Institute of Health Sciences, Federal University of Pará (UFPA), Belém, PA, Brazil
| | - Diego Bessa Dantas
- Institute of Health Sciences, Federal University of Pará (UFPA), Belém, PA, Brazil
| | - Fabiana de Campos Gomes
- Faculty of Medicine of São José do Rio Preto (FAMERP), São José do Rio Preto, São Paulo, Brazil
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Wang L, Liu J, Chen F, Li G, Wang J, Chan DSH, Wong CY, Wang W, Leung CH. A Switch-On Affinity-Based Iridium(III) Conjugate Probe for Imaging Mitochondrial Glutathione S-Transferase in Breast Cancer Cells. Bioconjug Chem 2023; 34:1727-1737. [PMID: 37750807 DOI: 10.1021/acs.bioconjchem.3c00267] [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: 09/27/2023]
Abstract
Glutathione S-transferase is heterogeneously expressed in breast cancer cells and is therefore emerging as a potential diagnostic biomarker for studying the heterogeneity of breast cancers. However, available fluorescent probes for GSTs depend heavily on GSTs-catalyzed glutathione (GSH) nucleophilic substitution reactions, making them susceptible to interference by the high concentration of nucleophilic species in the cellular environment. Moreover, the functions of subcellular GSTs are generally overlooked due to the lack of suitable luminescence probes. Herein, we report a highly selective affinity-based luminescence probe 1 for GST in breast cancer cells through tethering a GST inhibitor, ethacrynic acid, to an iridium(III) complex. Compared to activity-based probes which require the use of GSH, this probe could image GST-pi in the mitochondria by directly adducting to GST-pi (or potentially GST-pi/GS) in living cells. Probe 1 possesses desirable photophysical properties including a lifetime of 911 ns, a Stokes shift of 343 nm, and high photostability. The "turn on" luminescence mode of the probe enables highly selective detection of the GST with a limit of detection of 1.01 μM, while its long emission lifetime allows sensitive detection in organic dye-spiked autofluorescence samples by a time-resolved mode. The probe was further applied to specifically and quantitatively visualize MDA-MB-231 cells via specific binding to mitochondrial GST, and could differentiate breast cell lines based on their expression levels of GST. To the best of our knowledge, this probe is the first affinity-based iridium(III) imaging probe for the subcellular GST. Our work provides a valuable tool for unmasking the diverse roles of a subcellular GST in living systems, as well as for studying the heterogeneity of breast cancers.
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Affiliation(s)
- Ling Wang
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao, 999078, China
| | - Jingqi Liu
- Institute of Medical Research, Northwestern Polytechnical University, 127 West Youyi Road, Xi'an, Shaanxi 710072, China
- Northwestern Polytechnical University Chongqing Technology Innovation Center, Chongqing 400000, China
| | - Feng Chen
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao, 999078, China
| | - Guodong Li
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao, 999078, China
| | - Jing Wang
- Institute of Medical Research, Northwestern Polytechnical University, 127 West Youyi Road, Xi'an, Shaanxi 710072, China
- Northwestern Polytechnical University Chongqing Technology Innovation Center, Chongqing 400000, China
| | | | - Chun-Yuen Wong
- Department of Chemistry, City University of Hong Kong, Hong Kong, 999077, China
| | - Wanhe Wang
- Institute of Medical Research, Northwestern Polytechnical University, 127 West Youyi Road, Xi'an, Shaanxi 710072, China
- Northwestern Polytechnical University Chongqing Technology Innovation Center, Chongqing 400000, China
| | - Chung-Hang Leung
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao, 999078, China
- Department of Biomedical Sciences, Faculty of Health Sciences, University of Macau, Macao, 999078, China
- Macau Centre for Research and Development in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao, 999078, China
- MoE Frontiers Science Center for Precision Oncology, University of Macau, Macao, 999078, China
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Setiawan K, Suryawisesa IB, Widiana IK, Sudarsa IW. Does a 40% Cut-off Point for Ki-67 Expression Have a Role in Identifying the Development of Distant Metastasis Within 2 Years in Locally Advanced Triple Negative Breast Cancer Patients? Eur J Breast Health 2023; 19:274-278. [PMID: 37794999 PMCID: PMC10546796 DOI: 10.4274/ejbh.galenos.2023.2023-4-5] [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: 05/07/2023] [Accepted: 07/04/2023] [Indexed: 10/06/2023]
Abstract
Objective Triple negative breast cancer (TNBC) has a higher proportion of patients with distant recurrence or metastasis. Ki-67 has been suggested as an essential factor in cancer grading and prognostic evaluation, although there is still a debate regarding the Ki-67 cut-off value in TNBC. The aim of this study was to determine the role of Ki-67 expression using a 40% cut-off point as a risk factor for developing distant metastasis within two years in patients with TNBC. Materials and Methods This analytical observational study was conducted with a case-control design from January 2021-2022. Subjects were divided into two groups (metastasis within two years or more than two years after diagnosis). Bivariate analysis was conducted using chi-square test and odds ratio (OR) was also analyzed. Results A total of 66 subjects were included. In patients with metastasized TNBC and a Ki-67 expression of ≥40%, 29 patients (55.8%) had metastasis occurring in ≤2 years and 23 patients (44.2%) had metastasis occurring in >2 years; in patients with metastasized TNBC and a Ki-67 expression of <40%, 4 patients (28.6%) had metastasis occurring in ≤2 years and 10 patients (71.4%) had metastasis occurring in >2 years. Chi-square analysis (p = 0.071) indicated no significant association between patients with Ki-67 expression of ≥40% and <40% with metastasis within 2 years [OR 3.152 (confidence interval: 95% 0.875-11.362)]. Conclusion Ki-67 protein expression of over 40% in patients with locally-advanced TNBC does not indicate a greater risk of distant metastasis in the first two years after diagnosis.
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Affiliation(s)
- Kelvin Setiawan
- Department of General Surgery, Udayana University Faculty of Medicine, Prof. Dr. I.G.N.G. Ngoerah General Hospital, Bali, Indonesia
| | - Ida Bagus Suryawisesa
- Division of Oncology Surgery, Department of Surgery, Udayana University Faculty of Medicine, Prof. Dr. I.G.N.G. Ngoerah General Hospital, Bali, Indonesia
| | - I Ketut Widiana
- Division of Oncology Surgery, Department of Surgery, Udayana University Faculty of Medicine, Prof. Dr. I.G.N.G. Ngoerah General Hospital, Bali, Indonesia
| | - I Wayan Sudarsa
- Division of Oncology Surgery, Department of Surgery, Udayana University Faculty of Medicine, Prof. Dr. I.G.N.G. Ngoerah General Hospital, Bali, Indonesia
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Carlos Souto Maior Borba MA, de Mendonça Batista P, Falcão Almeida M, do Carmo Rego MA, Brandão Serra F, Barbour Oliveira JC, Nakajima K, Silva Julian G, Amorim G. Treatment patterns and healthcare resource utilization for triple negative breast cancer in the Brazilian private healthcare system: a database study. Sci Rep 2023; 13:15785. [PMID: 37737435 PMCID: PMC10516856 DOI: 10.1038/s41598-023-43131-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 09/20/2023] [Indexed: 09/23/2023] Open
Abstract
In Brazil, data on the management of triple negative breast cancer (TNBC) as well as the burden of the disease in terms of health care resources utilization (HCRU) are scarce. To characterize the treatment patterns and HCRU associated with the management of Brazilian TNBC patients from the perspective of the private healthcare setting. Patients with at least one claim related to ICD-10 C50 from January 2012 until December 2017, and at least one claim for breast cancer treatment were assessed from a private claims database and classified as early and locally advanced, or metastatic. All patients with hormone and/or targeted therapy were excluded. Three thousand and four patients were identified, of which 82.8% were diagnosed in early and locally advanced stages. For early and locally advanced TNBC patients, 75.3% were treated in an adjuvant setting, mainly with anthracycline regimes. For mTNBC patients, bevacizumab regimens were the main treatment prescribed. More than 48% of mTNBC patients were switched to a second line of treatment. HCRU was higher for mTNBC patients when compared to early and locally advanced patients, with higher costs for metastatic disease management. The treatment setting has little influence on the HCRU pattern or the cost of disease management. The highest burden of disease was observed for metastatic management.
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Affiliation(s)
| | - Paula de Mendonça Batista
- MSD Brazil, Avenida Chucri Zaidan, 296-11º Andar, Edif. Torre Z Vila Cordeiro, São Paulo, SP, CEP: 04583-110, Brazil
| | - Milena Falcão Almeida
- MSD Brazil, Avenida Chucri Zaidan, 296-11º Andar, Edif. Torre Z Vila Cordeiro, São Paulo, SP, CEP: 04583-110, Brazil
| | - Maria Aparecida do Carmo Rego
- MSD Brazil, Avenida Chucri Zaidan, 296-11º Andar, Edif. Torre Z Vila Cordeiro, São Paulo, SP, CEP: 04583-110, Brazil
| | - Fernando Brandão Serra
- MSD Brazil, Avenida Chucri Zaidan, 296-11º Andar, Edif. Torre Z Vila Cordeiro, São Paulo, SP, CEP: 04583-110, Brazil
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10
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Moghimi N, Hosseini SA, Dalan AB, Mohammadrezaei D, Goldman A, Kohandel M. Controlled tumor heterogeneity in a co-culture system by 3D bio-printed tumor-on-chip model. Sci Rep 2023; 13:13648. [PMID: 37607994 PMCID: PMC10444838 DOI: 10.1038/s41598-023-40680-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 08/16/2023] [Indexed: 08/24/2023] Open
Abstract
Cancer treatment resistance is a caused by presence of various types of cells and heterogeneity within the tumor. Tumor cell-cell and cell-microenvironment interactions play a significant role in the tumor progression and invasion, which have important implications for diagnosis, and resistance to chemotherapy. In this study, we develop 3D bioprinted in vitro models of the breast cancer tumor microenvironment made of co-cultured cells distributed in a hydrogel matrix with controlled architecture to model tumor heterogeneity. We hypothesize that the tumor could be represented by a cancer cell-laden co-culture hydrogel construct, whereas its microenvironment can be modeled in a microfluidic chip capable of producing a chemical gradient. Breast cancer cells (MCF7 and MDA-MB-231) and non-tumorigenic mammary epithelial cells (MCF10A) were embedded in the alginate-gelatine hydrogels and printed using a multi-cartridge extrusion bioprinter. Our approach allows for precise control over position and arrangements of cells in a co-culture system, enabling the design of various tumor architectures. We created samples with two different types of cells at specific initial locations, where the density of each cell type was carefully controlled. The cells were either randomly mixed or positioned in sequential layers to create cellular heterogeneity. To study cell migration toward chemoattractant, we developed a chemical microenvironment in a chamber with a gradual chemical gradient. As a proof of concept, we studied different migration patterns of MDA-MB-231 cells toward the epithelial growth factor gradient in presence of MCF10A cells in different ratios using this device. Our approach involves the integration of 3D bioprinting and microfluidic devices to create diverse tumor architectures that are representative of those found in various patients. This provides an excellent tool for studying the behavior of cancer cells with high spatial and temporal resolution.
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Affiliation(s)
- Nafiseh Moghimi
- Department of Applied Mathematics, University of Waterloo, Waterloo, Canada.
- Department of Medicine, Harvard Medical School, Boston, MA, USA.
| | - Seied Ali Hosseini
- Electrical Engineering Department, University of Waterloo, Waterloo, Canada
| | - Altay Burak Dalan
- Department of Applied Mathematics, University of Waterloo, Waterloo, Canada
- Department of Medical Genetics, School of Medicine, Yeditepe University, Istanbul, Turkey
| | | | - Aaron Goldman
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Division of Engineering in Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Mohammad Kohandel
- Department of Applied Mathematics, University of Waterloo, Waterloo, Canada
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11
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Mohapatra M. Clinicopathological and prognostic characteristic features of triple negative and nontriple negative breast cancer at a tertiary care hospital. J Cancer Res Ther 2023; 19:1186-1193. [PMID: 37787282 DOI: 10.4103/jcrt.jcrt_1222_21] [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] [Indexed: 10/04/2023]
Abstract
Context Carcinoma breast is a complex disease having diverse clinical, histopathological, and immunohistochemical features. Basing on estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor 2 receptor (HER2) status, these tumors are divided into triple-negative breast cancers (TNBC) where tumor cells are negative for all three receptors and nontriple negative breast cancer (non-TNBC) where tumor cells are positive for one or two or all. The clinicopathological and characteristic prognostic features are highlighted here. Aim The aim of this study is to evaluate the clinicopathological and prognostic features of TNBC and non-TNBC cases diagnosed in our hospital setting. Settings and Design Single institution, retrospective study conducted over 7 and half years. Subjects and Methods Histopathologically confirmed breast cancer cases with ER, PR, and HER2 receptor assessment were categorized into TNBC and non-TNBC. Detailed study on clinicopathological and prognostic features including pathological prognostic stage as per 8th AJCC was done in cases who underwent modified radical mastectomy. Statistical Analysis Used Data were analyzed in percentage and presented in tables and charts. Results The present study included 794 cases consisting of 253, 31.9% TNBC and 541, 68.1% non-TNBC cases. The mean age of TNBC and non-TNBC cases was 50.4 years and 51.7 years, respectively. Coagulative necrosis, lymphovascular invasion, lymph nodal metastasis, higher histopathological tumor grade, and NPI were observed in higher percentage of TNBC cases, i.e., 19 (10.9%), 21 (11.6%), 105 (57.7%), 127 (69.8%), and 149 (81.9%) cases, respectively, than non-TNBC seen in 18 (6.6%), 24 (8.8%), 135 (49.6%), 165 (60.7%), and 194 (71.3%) cases, respectively. Further, 25 (13.7%) TNBC and 1 (0.4%) non-TNBC case were upstaged, whereas 130 (47.8%) non-TNBC and 2 (1.1%) TNBC cases were downstaged by the pathological prognostic stage. Conclusions TNBC is more aggressive having a poor prognosis than non-TNBC.
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Affiliation(s)
- Manisha Mohapatra
- Department of Pathology, GSL Medical College and General Hospital, Rajahmundry, Andhra Pradesh, India
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12
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Ferreira ADSS, Cintra JRD, Fayer VA, Nogueira MC, Júnior CB, Bustamante-Teixeira MT, Chaoubah A, Cintra AD, Simão CM, Guerra MR. Breast cancer survival and the health system in Brazil: an analysis of public and private healthcare. Front Oncol 2023; 13:927748. [PMID: 37305573 PMCID: PMC10248159 DOI: 10.3389/fonc.2023.927748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Accepted: 05/01/2023] [Indexed: 06/13/2023] Open
Abstract
Background The incidence of breast cancer is increasing globally; however, survival outcomes vary and are lower in developing countries. Methods We analyzed the 5- and 10-year survival rates for breast cancer according to the type of healthcare insurance (public vs. private) in a referral center for cancer care in the Brazilian southeast region. This hospital-based cohort study included 517 women diagnosed with invasive breast cancer between 2003 and 2005. The Kaplan-Meier method was used to estimate the probability of survival, and the Cox proportional hazards regression model was used to assess prognostic factors. Results The 5- and 10-year breast cancer survival rates were as follows: private healthcare service survival rate of 80.6% (95% CI 75.0-85.0) and 71.5% (95% CI 65.4-77.1), respectively, and public healthcare service survival rate of 68.5% (95% CI 62.5-73.8) and 58.5% (95% CI 52.1-64.4), respectively. The main factors associated with the worst prognosis were lymph node involvement in both healthcare services and tumor size >2 cm only in public health services. The use of hormone therapy (private) and radiotherapy (public) was associated with the best survival rates. Conclusions The survival discrepancies found between health services can be explained mainly by the difference in the stage of the disease at the time of diagnosis, indicating inequalities in access to the early detection of breast cancer.
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Affiliation(s)
- Adriana de Souza Sérgio Ferreira
- Instituto Oncológico de Juiz de Fora/Hospital 9 de Julho, Departamento de Oncologia Clínica, Juiz de Fora, Brazil
- Programa de Pós-Graduação em Saúde da Universidade Federal de Juiz de Fora (UFJF), Faculdade de Medicina, Juiz de Fora, Brazil
| | - Jane Rocha Duarte Cintra
- Instituto Oncológico de Juiz de Fora/Hospital 9 de Julho, Departamento de Oncologia Clínica, Juiz de Fora, Brazil
| | - Vívian Assis Fayer
- Programa de Pós-Graduação em Saúde Coletiva da Universidade Federal de Juiz de Fora (UFJF), Departamento de Saúde Coletiva, Juiz de Fora, Brazil
| | - Mário Círio Nogueira
- Programa de Pós-Graduação em Saúde Coletiva da Universidade Federal de Juiz de Fora (UFJF), Departamento de Saúde Coletiva, Juiz de Fora, Brazil
| | | | - Maria Teresa Bustamante-Teixeira
- Programa de Pós-Graduação em Saúde da Universidade Federal de Juiz de Fora (UFJF), Faculdade de Medicina, Juiz de Fora, Brazil
- Programa de Pós-Graduação em Saúde Coletiva da Universidade Federal de Juiz de Fora (UFJF), Departamento de Saúde Coletiva, Juiz de Fora, Brazil
| | - Alfredo Chaoubah
- Programa de Pós-Graduação em Saúde da Universidade Federal de Juiz de Fora (UFJF), Faculdade de Medicina, Juiz de Fora, Brazil
- Programa de Pós-Graduação em Saúde Coletiva da Universidade Federal de Juiz de Fora (UFJF), Departamento de Saúde Coletiva, Juiz de Fora, Brazil
| | - Arthur Duarte Cintra
- Instituto Oncológico de Juiz de Fora/Hospital 9 de Julho, Departamento de Oncologia Clínica, Juiz de Fora, Brazil
- Faculdade de Ciências Médicas e da Saúde de Juiz de Fora (SUPREMA), Juiz de Fora, Brazil
| | - Caroline Montes Simão
- Instituto Oncológico de Juiz de Fora/Hospital 9 de Julho, Departamento de Oncologia Clínica, Juiz de Fora, Brazil
- Faculdade de Ciências Médicas e da Saúde de Juiz de Fora (SUPREMA), Juiz de Fora, Brazil
| | - Maximiliano Ribeiro Guerra
- Programa de Pós-Graduação em Saúde Coletiva da Universidade Federal de Juiz de Fora (UFJF), Departamento de Saúde Coletiva, Juiz de Fora, Brazil
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13
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Martín-Salvago MD, Sancho M, López-García MÁ, Cano Jiménez A, Pérez-Luque A, Alfaro L, Vieites B. Value of total tumor load as a clinical and pathological factor in the prognosis of breast cancer patients receiving neoadjuvant treatment. Comparison of three populations with three different surgical approaches: NEOVATTL Pro 3 Study. Breast Cancer Res Treat 2023:10.1007/s10549-023-06954-8. [PMID: 37219637 DOI: 10.1007/s10549-023-06954-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 04/23/2023] [Indexed: 05/24/2023]
Abstract
PURPOSE This study aimed to compare the prognosis in terms of disease-free survival (DFS) in three populations of women with breast cancer (BC) treated with neoadjuvant systemic treatment (NAST) in which axillary lymph node dissection (ALND) was performed based on different total tumor load (TTL) thresholds in the sentinel nodes. METHODS This was an observational, retrospective study carried out in three Spanish centers. Data from patients with infiltrating BC who underwent BC surgery after NAST and intraoperative sentinel lymph node biopsy (SLNB) performed by One Step Nucleic acid Amplification (OSNA) technique during 2017 and 2018 were analyzed. ALND was performed according to the protocol of each center, based on three different TTL cut-offs (TTL > 250, TTL > 5000, and TTL > 15,000 CK19-mRNA copies/μL for centers 1, 2, and 3, respectively). RESULTS A total of 157 BC patients were included in the study. No significant differences in DFS were observed between centers (Hazard ratio [HR] center 2 vs 1: 0.77; p = 0.707; HR center 3 vs 1: 0.83; p = 0.799). Patients with ALND had a shorter DFS (HR 2.43; p = 0.136), albeit not statistically significant. Patients with a triple negative subtype had a worse prognosis than those with other molecular subtypes (HR 2.82; p = 0.056). CONCLUSION No significant differences in DFS were observed between three centers with different surgical approaches to ALND based on different TTL cut-offs in patients with BC after NAST. These results suggest that restricting ALND to those patients with TTL ≥ 15,000 copies/μL is a reliable approximation, avoiding unnecessary morbidities caused by ALND.
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Affiliation(s)
| | - Magdalena Sancho
- Department of Pathology, Complejo Asistencial Universitario de Salamanca, Salamanca, Spain
| | | | | | - Ana Pérez-Luque
- Department of Pathology, Hospital Universitario Virgen del Rocío, Seville, Spain
| | - Lina Alfaro
- Department of Gynaecology and Obstetrics, Hospital Universitario Virgen del Rocío, Seville, Spain
| | - Begoña Vieites
- Department of Pathology, Hospital Universitario Virgen del Rocío, Seville, Spain.
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14
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Nguyen HM, Paulishak W, Oladejo M, Wood L. Dynamic tumor microenvironment, molecular heterogeneity, and distinct immunologic portrait of triple-negative breast cancer: an impact on classification and treatment approaches. Breast Cancer 2023; 30:167-186. [PMID: 36399321 DOI: 10.1007/s12282-022-01415-4] [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: 07/01/2022] [Accepted: 10/26/2022] [Indexed: 11/19/2022]
Abstract
Heterogeneity of the tumor microenvironment (TME) and the lack of a definite targetable receptor in triple-negative breast cancer (TNBC) has carved a niche for this cancer as a particularly therapeutically challenging form of breast cancer. However, recent advances in high-throughput genomic analysis have provided new insights into the unique microenvironment and defining characteristics of various subsets of TNBC. This improved understanding has contributed to the development of novel therapeutic strategies including targeted therapies such as PARP inhibitors and CDK inhibitors. Moreover, the recent FDA approval of the immune checkpoint inhibitor against programmed cell death protein 1 (PD-1), pembrolizumab and atezolizumab, holds the promise of improving the quality of life and increasing the overall survival of TNBC patients. This recent approval is one of the many therapeutically novel strategies that are currently being exploited in clinical trials toward eventual contribution to the oncologist's toolbox against TNBC. In this review, we comprehensively discuss TNBC's distinct TME and its immunophenotype. Furthermore, we highlight the histological and molecular classification of this cancer. More importantly, we describe how these characteristics and classifications contribute to the current standards of care and how they steer the development of newer and more targeted therapies toward achieving peak therapeutic goals in the treatment of TNBC.
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Affiliation(s)
- Hong-My Nguyen
- Department of Immunotherapeutics and Biotechnology, Texas Tech University Health Sciences Center, Jerry H. Hodge School of Pharmacy, Abilene, TX, 79601, USA
| | - Wyatt Paulishak
- Department of Immunotherapeutics and Biotechnology, Texas Tech University Health Sciences Center, Jerry H. Hodge School of Pharmacy, Abilene, TX, 79601, USA
| | - Mariam Oladejo
- Department of Immunotherapeutics and Biotechnology, Texas Tech University Health Sciences Center, Jerry H. Hodge School of Pharmacy, Abilene, TX, 79601, USA
| | - Laurence Wood
- Department of Immunotherapeutics and Biotechnology, Texas Tech University Health Sciences Center, Jerry H. Hodge School of Pharmacy, Abilene, TX, 79601, USA.
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15
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Triple-Negative Apocrine Carcinomas: Toward a Unified Group With Shared Molecular Features and Clinical Behavior. Mod Pathol 2023; 36:100125. [PMID: 36870308 DOI: 10.1016/j.modpat.2023.100125] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 01/27/2023] [Indexed: 02/09/2023]
Abstract
Triple-negative apocrine carcinomas (TNACs) are rare breast tumors with limited studies evaluating their molecular characteristics and clinical behavior. We performed a histologic, immunohistochemical, genetic, and clinicopathologic assessment of 42 invasive TNACs (1 with a focal spindle cell component) from 41 patients, 2 pure apocrine ductal carcinomas in situ (A-DCIS), and 1 A-DCIS associated with spindle cell metaplastic carcinoma (SCMBC). All TNACs had characteristic apocrine morphology and expressed androgen receptor (42/42), gross cystic disease fluid protein 15 (24/24), and CK5/6 (16/16). GATA3 was positive in most cases (16/18, 89%), and SOX10 was negative (0/22). TRPS1 was weakly expressed in a minority of tumors (3/14, 21%). Most TNACs had low Ki67 proliferation (≤10% in 67%, 26/39), with a median index of 10%. Levels of tumor infiltrating lymphocytes were low (≤10% in 93%, 39/42, and 15% in 7%, 3/42). Eighteen percent of TNACs presented with axillary nodal metastasis (7/38). No patients treated with neoadjuvant chemotherapy achieved pathologic complete response (0%, 0/10). Nearly all patients with TNAC (97%, n = 32) were without evidence of disease at the time of study (mean follow-up of 62 months). Seventeen invasive TNACs and 10 A-DCIS (7 with paired invasive TNAC) were profiled by targeted capture-based next-generation DNA sequencing. Pathogenic mutations in phosphatidylinositol 3-kinase pathway genes PIK3CA (53%) and/or PIK3R1 (53%) were identified in all TNACs (100%), including 4 (24%) with comutated PTEN. Ras-MAPK pathway genes, including NF1 (24%), and TP53 were mutated in 6 tumors each (35%). All A-DCIS shared mutations, such as phosphatidylinositol 3-kinase aberrations and copy number alterations with paired invasive TNACs or SCMBC, and a subset of invasive carcinomas showed additional mutations in tumor suppressors (NF1, TP53, ARID2, and CDKN2A). Divergent genetic profiles between A-DCIS and invasive carcinoma were identified in 1 case. In summary, our findings support TNAC as a morphologically, immunohistochemically, and genetically homogeneous subgroup of triple-negative breast carcinomas and suggest overall favorable clinical behavior.
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16
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Xie JZ, Xu HJ, Zhang Q, Wu Z, Wu XD, Li XH, Tan ZY, Xie YF, Qiu L. Semi-Synthesis of Flavonoid Glycosides and Their Anti-Inflammatory and Antitumor Activities towards Triple Negative Breast Cancer. Chem Biodivers 2023; 20:e202200899. [PMID: 36631282 DOI: 10.1002/cbdv.202200899] [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: 09/21/2022] [Accepted: 12/23/2022] [Indexed: 01/13/2023]
Abstract
BACKGROUND Flavonoid glycosides are known to possess diverse bioactivities including antitumor and anti-inflammatory properties. Hesperetin is abundant in nature and can be used to synthesize bioactive flavonoids. This has the advantages of low cost, short synthetic steps, simple operation, and good yields. OBJECTIVE In this study, we aimed to synthesize bioactive flavonoids and flavonoid glycosides from hesperetin and evaluate the antitumor and anti-inflammatory activities of these compounds. METHODS A series of flavonoids and their derivatives were synthesized by methoxylation, oxidative dehydrogenation, benzylation, debenzylation, and deacetylation as well as using a modified peroxyacetone method and a glycoside condensation reaction. Their anti-inflammatory activities were evaluated for their inhibitory effects on nitric oxide (NO), tumor necrosis factor (TNF-α), and interleukin-6 (IL-6) production in LPS-induced RAW264.7 mouse macrophages. Their structures were characterized by HRMS, 1 H-NMR, and 13 C-NMR, and their cytotoxicity on the human triple-negative breast cancer cell (TNBC) line, SUM 149, was tested by using the MST assay. RESULTS Most of the compounds markedly reduced NO production in LPS-stimulated murine macrophages at the tested concentrations in a dose-dependent manner. Among these, compounds 1, 7, 9, and 17 showed significant anti-inflammatory activities against NO production in LPS-induced RAW264.7 mouse macrophages. In addition, they could also reduce the release of TNF-α and IL-6 in a concentration-dependent manner. Most of the tested compounds showed remarkable anti-human TNBC activities. Compounds 1b-1m, 1, and 3 showed a certain degree of growth inhibition effect on the human TNBC cell lines and their IC50 values were all below 16.61 μM. In addition, compound 1l was the most cytotoxic with IC50 values of 1.38±0.31 μM, while the other compounds were inactive with inhibition rates <50 % at the highest concentration tested (20 μM). CONCLUSIONS A novel series of flavonoids were synthesized from the natural flavonoid, hesperetin, including 17 new compounds. Screening tests indicated that most of these compounds reduced NO production in LPS-stimulated murine macrophages at concentrations of 15 to 60 μM, and the inhibition generally increased in a dose-dependent manner. Some compounds showed different degrees of cytotoxicity on the human TBNC cell lines, SUM 149.
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Affiliation(s)
- Ji-Zhao Xie
- School of Pharmaceutical Science, Guangxi Medical University, Nanning, China
| | - Huan-Ji Xu
- School of Pharmaceutical Science, Guangxi Medical University, Nanning, China
| | - Qing Zhang
- School of Pharmaceutical Science, Guangxi Medical University, Nanning, China
| | - Zheng Wu
- School of Pharmaceutical Science, Guangxi Medical University, Nanning, China
| | - Xin-Duo Wu
- Wuming Hospital of Guangxi Medical University, Nanning, China
| | - Xue-Hua Li
- School of Pharmaceutical Science, Guangxi Medical University, Nanning, China
| | - Zhen-Yuan Tan
- School of Pharmaceutical Science, Guangxi Medical University, Nanning, China
| | - Yun-Feng Xie
- School of Pharmaceutical Science, Guangxi Medical University, Nanning, China
| | - Li Qiu
- School of Pharmaceutical Science, Guangxi Medical University, Nanning, China.,School of Pharmaceutical Science, Guangxi Medical University, 530021, Nanning, China
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17
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Filippi A, Mocanu MM. Mining TCGA Database for Genes with Prognostic Value in Breast Cancer. Int J Mol Sci 2023; 24:1622. [PMID: 36675137 PMCID: PMC9862022 DOI: 10.3390/ijms24021622] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 01/06/2023] [Accepted: 01/10/2023] [Indexed: 01/18/2023] Open
Abstract
The aim of the study was to use transcriptomics data to identify genes associated with advanced/aggressive breast cancer and their effect on survival outcomes. We used the publicly available The Cancer Genome Atlas (TCGA) database to obtain RNA sequence data from patients with less than five years survival (Poor Prognosis, n = 101), patients with greater than five years survival (Good Prognosis, n = 200), as well as unpaired normal tissue data (normal, n = 105). The data analyses performed included differential expression between groups and selection of subsets of genes, gene ontology, cell enrichment analysis, and survival analyses. Gene ontology results showed significantly reduced enrichment in gene sets related to tumor immune microenvironment in Poor Prognosis and cell enrichment analysis confirmed significantly reduced numbers of macrophages M1, CD8 T cells, plasma cells and dendritic cells in samples in the Poor Prognosis samples compared with Good Prognosis. A subset of 742 genes derived from differential expression analysis as well as genes coding for immune checkpoint molecules was evaluated for their effect on overall survival. In conclusion, this study may contribute to the better understanding of breast cancer transcriptomics and provide possible targets for further research and eventual therapeutic interventions.
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Affiliation(s)
| | - Maria-Magdalena Mocanu
- Department of Biochemistry and Biophysics, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania
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18
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Sarkar S, Mali K. Firefly-SVM predictive model for breast cancer subgroup classification with clinicopathological parameters. Digit Health 2023; 9:20552076231207203. [PMID: 37860702 PMCID: PMC10583530 DOI: 10.1177/20552076231207203] [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: 06/18/2023] [Accepted: 09/26/2023] [Indexed: 10/21/2023] Open
Abstract
Background Breast cancer is a highly predominant destructive disease among women characterised with varied tumour biology, molecular subgroups and diverse clinicopathological specifications. The potentiality of machine learning to transform complex medical data into meaningful knowledge has led to its application in breast cancer detection and prognostic evaluation. Objective The emergence of data-driven diagnostic model for assisting clinicians in diagnostic decision making has gained an increasing curiosity in breast cancer identification and analysis. This motivated us to develop a breast cancer data-driven model for subtype classification more accurately. Method In this article, we proposed a firefly-support vector machine (SVM) breast cancer predictive model that uses clinicopathological and demographic data gathered from various tertiary care cancer hospitals or oncological centres to distinguish between patients with triple-negative breast cancer (TNBC) and non-triple-negative breast cancer (non-TNBC). Results The results of the firefly-support vector machine (firefly-SVM) predictive model were distinguished from the traditional grid search-support vector machine (Grid-SVM) model, particle swarm optimisation-support vector machine (PSO-SVM) and genetic algorithm-support vector machine (GA-SVM) hybrid models through hyperparameter tuning. The findings show that the recommended firefly-SVM classification model outperformed other existing models in terms of prediction accuracy (93.4%, 86.6%, 69.6%) for automated SVM parameter selection. The effectiveness of the prediction model was also evaluated using well-known metrics, such as the F1-score, mean square error, area under the ROC curve, logarithmic loss and precision-recall curve. Conclusion Firefly-SVM predictive model may be treated as an alternate tool for breast cancer subgroup classification that would benefit the clinicians for managing the patient with proper treatment and diagnostic outcome.
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Affiliation(s)
- Suvobrata Sarkar
- Department of Computer Science and Engineering, Dr. B.C. Roy Engineering College, Durgapur, West Bengal, India
| | - Kalyani Mali
- Department of Computer Science and Engineering, University of Kalyani, Kalyani, West Bengal, India
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19
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Dubrava AL, Kyaw PSP, Newman J, Pringle J, Westhuyzen J, La Hera Fuentes G, Shakespeare TP, Sakalkale R, Aherne NJ. Androgen Receptor Status in Triple Negative Breast Cancer: Does It Correlate with Clinicopathological Characteristics? BREAST CANCER (DOVE MEDICAL PRESS) 2023; 15:359-371. [PMID: 37197610 PMCID: PMC10184857 DOI: 10.2147/bctt.s405719] [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: 02/13/2023] [Accepted: 03/24/2023] [Indexed: 05/19/2023]
Abstract
Purpose Triple negative breast cancer (TNBC) is a breast carcinoma subtype that neither expresses estrogen (ER) and progesterone receptors (PR) nor the human epidermal growth factor receptor 2 (HER2). Patients with TNBC have been shown to have poorer outcomes mainly owing to the limited treatment options available. However, some studies have shown TNBC tumors expressing androgen receptors (AR), raising hopes of its prognostic role. Patients and Methods This retrospective study investigated the expression of AR in TNBC and its relationship with known patient demographics, tumor and survival characteristics. From the records of 205 TNBC patients, 36 had available archived tissue samples eligible for AR staining. For statistical purposes, tumors were classified as either "positive" or "negative" for AR expression. The nuclear expression of AR was scored by measuring the percentage of stained tumor cells and its staining intensity. Results AR was expressed by 50% of the tissue samples in our TNBC cohort. The relationship between AR status with age at the time of TNBC diagnosis was statistically significant, with all AR positive TNBC patients being greater than 50 years old (vs 72.2% in AR negative TNBC). Also, the relationship between AR status and type of surgery received was statistically significant. There were no statistically significant associations between AR status with other tumor characteristics including "TNM status", tumor grade or treatments received. There was no statistically significant difference in median survival between AR negative and AR positive TNBC patients (3.5 vs 3.1 years; p = 0.581). The relationship between OS time and AR status (p = 0.581), type of surgery (p = 0.061) and treatments (p = 0.917) were not statistically significant. Conclusion The androgen receptor may be an important prognostic marker in TNBC, with further research warranted. This research may benefit future studies investigating receptor-targeted therapies in TNBC.
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Affiliation(s)
- Alex L Dubrava
- Department of Radiation Oncology, Mid North Coast Cancer Centre, Coffs Harbour, New South Wales, Australia
- Coffs Harbour Rural Clinical School, University of New South Wales, Coffs Harbour Health Campus, Coffs Harbour, New South Wales, Australia
| | - Pan Su Pyae Kyaw
- Department of Radiation Oncology, Mid North Coast Cancer Centre, Coffs Harbour, New South Wales, Australia
- Coffs Harbour Rural Clinical School, University of New South Wales, Coffs Harbour Health Campus, Coffs Harbour, New South Wales, Australia
| | - Joseph Newman
- Department of Radiation Oncology, Mid North Coast Cancer Centre, Coffs Harbour, New South Wales, Australia
- Coffs Harbour Rural Clinical School, University of New South Wales, Coffs Harbour Health Campus, Coffs Harbour, New South Wales, Australia
| | - Jarrad Pringle
- Department of Radiation Oncology, Mid North Coast Cancer Centre, Coffs Harbour, New South Wales, Australia
- Coffs Harbour Rural Clinical School, University of New South Wales, Coffs Harbour Health Campus, Coffs Harbour, New South Wales, Australia
| | - Justin Westhuyzen
- School of Health and Human Sciences, Southern Cross University, Coffs Harbour, New South Wales, Australia
| | - Gina La Hera Fuentes
- Coffs Harbour Rural Clinical School, University of New South Wales, Coffs Harbour Health Campus, Coffs Harbour, New South Wales, Australia
| | - Thomas P Shakespeare
- Department of Radiation Oncology, Mid North Coast Cancer Centre, Coffs Harbour, New South Wales, Australia
- Coffs Harbour Rural Clinical School, University of New South Wales, Coffs Harbour Health Campus, Coffs Harbour, New South Wales, Australia
| | - Renukadas Sakalkale
- Coffs Harbour Rural Clinical School, University of New South Wales, Coffs Harbour Health Campus, Coffs Harbour, New South Wales, Australia
- Coffs Harbour Base Hospital Pathology, Coffs Harbour, New South Wales, Australia
| | - Noel J Aherne
- Department of Radiation Oncology, Mid North Coast Cancer Centre, Coffs Harbour, New South Wales, Australia
- Coffs Harbour Rural Clinical School, University of New South Wales, Coffs Harbour Health Campus, Coffs Harbour, New South Wales, Australia
- School of Health and Human Sciences, Southern Cross University, Coffs Harbour, New South Wales, Australia
- Correspondence: Noel J Aherne, Department of Radiation Oncology, Mid North Coast Cancer Centre, Coffs Harbour Hospital, Coffs Harbour, New South Wales, 2450, Australia, Tel + 61 2 6656 5125, Fax +61 2 6656 5855, Email
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20
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Ansar M, Thu LTA, Hung CS, Su CM, Huang MH, Liao LM, Chung YM, Lin RK. Promoter hypomethylation and overexpression of TSTD1 mediate poor treatment response in breast cancer. Front Oncol 2022; 12:1004261. [PMID: 36419875 PMCID: PMC9676938 DOI: 10.3389/fonc.2022.1004261] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 10/19/2022] [Indexed: 11/09/2022] Open
Abstract
Epigenetic alterations play a pivotal role in cancer treatment outcomes. Using the methylation array data and The Cancer Genome Atlas (TCGA) dataset, we observed the hypomethylation and upregulation of thiosulfate sulfurtransferase–like domain containing 1 (TSTD1) in patients with breast cancer. We examined paired tissues from Taiwanese patients and observed that 65.09% and 68.25% of patients exhibited TSTD1 hypomethylation and overexpression, respectively. A significant correlation was found between TSTD1 hypomethylation and overexpression in Taiwanese (74.2%, p = 0.040) and Western (88.0%, p < 0.001) cohorts. High expression of TSTD1 protein was observed in 68.8% of Taiwanese and Korean breast cancer patients. Overexpression of TSTD1 in tumors of breast cancer patients was significantly associated with poor 5-year overall survival (p = 0.021) and poor chemotherapy response (p = 0.008). T47D cells treated with TSTD1 siRNA exhibited lower proliferation than the control group, and transfection of TSTD1 in MDA-MB-231 induced the growth of MDA-MB-231 cells compared to the vector control. Additionally, overexpression of TSTD1 in MCF7 cells mediated a poor response to chemotherapy by epirubicin (p < 0.001) and docetaxel (p < 0.001) and hormone therapy by tamoxifen (p =0.025). Circulating cell-free hypomethylated TSTD1 was detected in plasma of Taiwanese breast cancer patients with disease progression and poor chemotherapy efficacy. Our results indicate that promoter hypomethylation and overexpression of TSTD1 in patients with breast cancer are potential biomarkers for poor 5-year overall survival and poor treatment response.
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Affiliation(s)
- Muhamad Ansar
- Ph.D Program in the Clinical Drug Development of Herbal Medicine, Taipei Medical University, Taipei, Taiwan
| | - Le Thi Anh Thu
- Graduate Institute of Pharmacognosy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan
- Quang Tri Medical College, Dong Ha, Quang Tri, Vietnam
| | - Chin-Sheng Hung
- Division of Breast Surgery, Department of Surgery, Taipei Medical University Hospital, Taipei, Taiwan
- Department of Surgery, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Division of General Surgery, Department of Surgery, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
| | - Chih-Ming Su
- Department of Surgery, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Division of General Surgery, Department of Surgery, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
| | - Man-Hsu Huang
- Department of Pathology, Shuang-Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
| | - Li-Min Liao
- Division of General Surgery, Department of Surgery, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
| | - Yu-Mei Chung
- Master Program in Clinical Genomics and Proteomics; Ph.D. Program in Drug Discovery and Development Industry, College of Pharmacy, Taipei Medical University, Taipei, Taiwan
| | - Ruo-Kai Lin
- Ph.D Program in the Clinical Drug Development of Herbal Medicine, Taipei Medical University, Taipei, Taiwan
- Graduate Institute of Pharmacognosy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan
- Master Program in Clinical Genomics and Proteomics; Ph.D. Program in Drug Discovery and Development Industry, College of Pharmacy, Taipei Medical University, Taipei, Taiwan
- Clinical Trial Center, Taipei Medical University Hospital, Taipei, Taiwan
- *Correspondence: Ruo-Kai Lin,
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21
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Yang H, Karl MN, Wang W, Starich B, Tan H, Kiemen A, Pucsek AB, Kuo YH, Russo GC, Pan T, Jaffee EM, Fertig EJ, Wirtz D, Spangler JB. Engineered bispecific antibodies targeting the interleukin-6 and -8 receptors potently inhibit cancer cell migration and tumor metastasis. Mol Ther 2022; 30:3430-3449. [PMID: 35841152 PMCID: PMC9637575 DOI: 10.1016/j.ymthe.2022.07.008] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Revised: 06/12/2022] [Accepted: 07/09/2022] [Indexed: 12/15/2022] Open
Abstract
Simultaneous inhibition of interleukin-6 (IL-6) and interleukin-8 (IL-8) signaling diminishes cancer cell migration, and combination therapy has recently been shown to synergistically reduce metastatic burden in a preclinical model of triple-negative breast cancer. Here, we have engineered two novel bispecific antibodies that target the IL-6 and IL-8 receptors to concurrently block the signaling activity of both ligands. We demonstrate that a first-in-class bispecific antibody design has promising therapeutic potential, with enhanced selectivity and potency compared with monoclonal antibody and small-molecule drug combinations in both cellular and animal models of metastatic triple-negative breast cancer. Mechanistic characterization revealed that our engineered bispecific antibodies have no impact on cell viability, but profoundly reduce the migratory potential of cancer cells; hence they constitute a true anti-metastatic treatment. Moreover, we demonstrate that our antibodies can be readily combined with standard-of-care anti-proliferative drugs to develop effective anti-cancer regimens. Collectively, our work establishes an innovative metastasis-focused direction for cancer drug development.
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Affiliation(s)
- Huilin Yang
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21218, USA; Translational Tissue Engineering Center, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Michelle N Karl
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21218, USA; Institute for Nano Biotechnology (INBT), the Johns Hopkins University, Baltimore, MD 21218, USA
| | - Wentao Wang
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Translational Tissue Engineering Center, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Bartholomew Starich
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21218, USA; Institute for Nano Biotechnology (INBT), the Johns Hopkins University, Baltimore, MD 21218, USA
| | - Haotian Tan
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21218, USA; Institute for Nano Biotechnology (INBT), the Johns Hopkins University, Baltimore, MD 21218, USA
| | - Ashley Kiemen
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21218, USA; Institute for Nano Biotechnology (INBT), the Johns Hopkins University, Baltimore, MD 21218, USA
| | - Alexandra B Pucsek
- Department of Oncology, the Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Yun-Huai Kuo
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21218, USA; Translational Tissue Engineering Center, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA
| | - Gabriella C Russo
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21218, USA; Institute for Nano Biotechnology (INBT), the Johns Hopkins University, Baltimore, MD 21218, USA
| | - Tim Pan
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21218, USA; Institute for Nano Biotechnology (INBT), the Johns Hopkins University, Baltimore, MD 21218, USA
| | - Elizabeth M Jaffee
- Department of Oncology, the Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Department of Pathology, the Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Sidney Kimmel Cancer Center, the Johns Hopkins University, Baltimore, MD 21231, USA
| | - Elana J Fertig
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Department of Oncology, the Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Sidney Kimmel Cancer Center, the Johns Hopkins University, Baltimore, MD 21231, USA; Department of Applied Mathematics and Statistics, Johns Hopkins University, Baltimore, MD 21218, USA; Convergence Institute, Johns Hopkins University, Baltimore, MD 21231, USA
| | - Denis Wirtz
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21218, USA; Institute for Nano Biotechnology (INBT), the Johns Hopkins University, Baltimore, MD 21218, USA; Department of Oncology, the Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Department of Pathology, the Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Sidney Kimmel Cancer Center, the Johns Hopkins University, Baltimore, MD 21231, USA
| | - Jamie B Spangler
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21218, USA; Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Translational Tissue Engineering Center, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Department of Oncology, the Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA; Sidney Kimmel Cancer Center, the Johns Hopkins University, Baltimore, MD 21231, USA; Bloomberg Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University, Baltimore, MD 21231, USA; Department of Ophthalmology, Johns Hopkins School of Medicine, Baltimore, MD 21231, USA.
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22
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Hum NR, Sebastian A, Martin KA, Rios-Arce ND, Gilmore SF, Gravano DM, Wheeler EK, Coleman MA, Loots GG. IL-17A Increases Doxorubicin Efficacy in Triple Negative Breast Cancer. Front Oncol 2022; 12:928474. [PMID: 35924165 PMCID: PMC9340269 DOI: 10.3389/fonc.2022.928474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 05/25/2022] [Indexed: 11/24/2022] Open
Abstract
Due to lack of targetable receptors and intertumoral heterogeneity, triple negative breast cancer (TNBC) remains particularly difficult to treat. Doxorubicin (DOX) is typically used as nonselective neoadjuvant chemotherapy, but the diversity of treatment efficacy remains unclear. Comparable to variability in clinical response, an experimental model of TNBC using a 4T1 syngeneic mouse model was found to elicit a differential response to a seven-day treatment regimen of DOX. Single-cell RNA sequencing identified an increase in T cells in tumors that responded to DOX treatment compared to tumors that continued to grow uninhibited. Additionally, compared to resistant tumors, DOX sensitive tumors contained significantly more CD4 T helper cells (339%), γδ T cells (727%), Naïve T cells (278%), and activated CD8 T cells (130%). Furthermore, transcriptional profiles of tumor infiltrated T cells in DOX responsive tumors revealed decreased exhaustion, increased chemokine/cytokine expression, and increased activation and cytotoxic activity. γδ T cell derived IL-17A was identified to be highly abundant in the sensitive tumor microenvironment. IL-17A was also found to directly increase sensitivity of TNBC cells in combination with DOX treatment. In TNBC tumors sensitive to DOX, increased IL-17A levels lead to a direct effect on cancer cell responsiveness and chronic stimulation of tumor infiltrated T cells leading to improved chemotherapeutic efficacy. IL-17A’s role as a chemosensitive cytokine in TNBC may offer new opportunities for treating chemoresistant breast tumors and other cancer types.
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Affiliation(s)
- Nicholas R. Hum
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
- Stem Cell Instrumentation Foundry, University of California Merced, Merced, CA, United States
| | - Aimy Sebastian
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Kelly A. Martin
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Naiomy D. Rios-Arce
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Sean F. Gilmore
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - David M. Gravano
- Stem Cell Instrumentation Foundry, University of California Merced, Merced, CA, United States
| | - Elizabeth K. Wheeler
- Engineering Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Matthew A. Coleman
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
- Department of Radiation Oncology, University of California Davis, Sacramento, CA, United States
| | - Gabriela G. Loots
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
- Stem Cell Instrumentation Foundry, University of California Merced, Merced, CA, United States
- *Correspondence: Gabriela G. Loots,
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23
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AlKahlout A, Fardoun M, Mesmar J, Abdallah R, Badran A, Nasser SA, Baydoun S, Kobeissy F, Shaito A, Iratni R, Muhammad K, Baydoun E, Eid AH. Origanum syriacum L. Attenuates the Malignant Phenotype of MDA-MB231 Breast Cancer Cells. Front Oncol 2022; 12:922196. [PMID: 35847867 PMCID: PMC9280492 DOI: 10.3389/fonc.2022.922196] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 05/25/2022] [Indexed: 11/25/2022] Open
Abstract
Breast cancer is the leading cause of cancer-related deaths among women. Among breast cancer types, triple negative breast cancer (TNBC) is the most aggressive, and is resistant to hormonal and chemotherapeutic treatments. As such, alternative approaches that may provide some benefit in fighting this debilitating pathology are critically needed; hence the utilization of herbal medicine. Origanum syriacum L., one of the most regularly consumed plants in the Mediterranean region, exhibits antiproliferative effect on several cancer cell lines. However, whether this herb modulates the malignant phenotype of TNBC remains poorly investigated. Here, we show that in MDA-MB-231, a TNBC cell line, Origanum syriacum L. aqueous extract (OSE) inhibited cellular viability, induced autophagy determined by the accumulation of lipidized LC3 II, and triggered apoptosis. We also show that OSE significantly promoted homotypic cell-cell adhesion while it decreased cellular migration, adhesion to fibronectin, and invasion of MDA-MB-231 cells. This was supported by decreased activity of focal adhesion kinase (FAK), reduced α2 integrin expression, and downregulation of secreted PgE2, MMP2 and MMP-9, in OSE-treated cells. Finally, we also show that OSE significantly inhibited angiogenesis and downregulated the level of nitric oxide (NO) production. Our findings demonstrate the ability of OSE to attenuate the malignant phenotype of the MDA-MB-231 cells, thus presenting Origanum syriacum L. as a promising potential source for therapeutic compounds for TNBC.
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Affiliation(s)
| | - Manal Fardoun
- Department of Biology, American University of Beirut, Beirut, Lebanon
| | - Joelle Mesmar
- Department of Biology, American University of Beirut, Beirut, Lebanon
| | - Rola Abdallah
- Department of Biology, American University of Beirut, Beirut, Lebanon
| | - Adnan Badran
- Department of Basic Sciences, University of Petra, Amman, Jordan
| | - Suzanne A. Nasser
- Department of Pharmacology and Therapeutics, Beirut Arab University, Beirut, Lebanon
| | - Serine Baydoun
- Department of Diagnostic Radiology, Cleveland Clinic, Cleveland, OH, United States
| | - Firas Kobeissy
- Program for Neurotrauma, Neuroproteomics & Biomarkers Research, Departments of Emergency Medicine, Psychiatry, Neuroscience and Chemistry, University of Florida, Gainseville, FL, United States
| | | | - Rabah Iratni
- Department of Biology, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Khalid Muhammad
- Department of Biology, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Elias Baydoun
- Department of Biology, American University of Beirut, Beirut, Lebanon
| | - Ali H. Eid
- Department of Basic Medical Sciences, College of Medicine, QU Health, Qatar University, Doha, Qatar
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24
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de Avelar Júnior JT, Lima-Batista E, Castro Junior CJ, Pimenta AMDC, Dos Santos RG, Souza-Fagundes EM, De Lima ME. LyeTxI-b, a Synthetic Peptide Derived From a Spider Venom, Is Highly Active in Triple-Negative Breast Cancer Cells and Acts Synergistically With Cisplatin. Front Mol Biosci 2022; 9:876833. [PMID: 35601827 PMCID: PMC9114809 DOI: 10.3389/fmolb.2022.876833] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 04/04/2022] [Indexed: 12/24/2022] Open
Abstract
Breast cancer is the most common cancer that affects women globally and is among the leading cause of women’s death. Triple-negative breast cancer is more difficult to treat because hormone therapy is not available for this subset of cancer. The well-established therapy against triple-negative breast cancer is mainly based on surgery, chemotherapy, and immunotherapy. Among the drugs used in the therapy are cisplatin and carboplatin. However, they cause severe toxicity to the kidneys and brain and cause nausea. Therefore, it is urgent to propose new chemotherapy techniques that provide new treatment options to patients affected by this disease. Nowadays, peptide drugs are emerging as a class of promising new anticancer agents due to their lytic nature and, apparently, a minor drug resistance compared to other conventional drugs (reviewed in Jafari et al., 2022). We have recently reported the cytotoxic effect of the antimicrobial peptide LyeTx I-b against glioblastoma cells (Abdel-Salam et al., 2019). In this research, we demonstrated the cytotoxic effect of the peptide LyeTx I-b, alone and combined with cisplatin, against triple-negative cell lines (MDA-MD-231). LyeTx-I-b showed a selectivity index 70-fold higher than cisplatin. The peptide:cisplatin combination (P:C) 1:1 presented a synergistic effect on the cell death and a selective index value 16 times greater than the cisplatin alone treatment. Therefore, an equi-effective reduction of cisplatin can be reached in the presence of LyeTx I-b. Cells treated with P:C combinations were arrested in the G2/M cell cycle phase and showed positive staining for acridine orange, which was inhibited by bafilomycin A1, indicating autophagic cell death (ACD) as a probable cell death mechanism. Furthermore, Western blot experiments indicated a decrease in P21 expression and AKT phosphorylation. The decrease in AKT phosphorylation is indicative of ACD. However, other studies are still necessary to better elucidate the pathways involved in the cell death mechanism induced by the peptide and the drug combinations. These findings confirmed that the peptide LyeTx I-b seems to be a good candidate for combined chemotherapy to treat breast cancer. In addition, in vivo studies are essential to validate the use of LyeTx I-b as a therapeutic drug candidate, alone and/or combined with cisplatin.
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Affiliation(s)
- Joaquim Teixeira de Avelar Júnior
- Departamento de Bioquímica e Imunologia, Instituto de Ciências Biológicas Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- *Correspondence: Joaquim Teixeira de Avelar Júnior, ; Maria Elena De Lima,
| | - Edleusa Lima-Batista
- Departamento de Bioquímica e Imunologia, Instituto de Ciências Biológicas Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Célio José Castro Junior
- Programa de Pós-Graduação em Medicina e Biomedicina da Santa Casa de Belo Horizonte, Belo Horizonte, Brazil
| | | | | | - Elaine Maria Souza-Fagundes
- Departamento de Fisiologia e Biofísica, Instituto de Ciências Biológicas Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Maria Elena De Lima
- Departamento de Bioquímica e Imunologia, Instituto de Ciências Biológicas Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Programa de Pós-Graduação em Medicina e Biomedicina da Santa Casa de Belo Horizonte, Belo Horizonte, Brazil
- *Correspondence: Joaquim Teixeira de Avelar Júnior, ; Maria Elena De Lima,
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25
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Yao J, Chen Q, Zhu J, Cai R. Targeted gene next‐generation sequencing reveals genomic profile in a cohort of 46 Chinese patients with breast cancer. J Gene Med 2022; 24:e3420. [PMID: 35470535 DOI: 10.1002/jgm.3420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Revised: 03/28/2022] [Accepted: 04/02/2022] [Indexed: 11/12/2022] Open
Affiliation(s)
- Jie Yao
- Department of Medical Oncology, Fu Xing Hospital Capital Medical University Beijing China
| | | | | | - Rui‐gang Cai
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital Chinese Academy of Medical Sciences and Peking Union Medical College Beijing China
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26
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Pariyar M, Thorne RF, Scott RJ, Avery-Kiejda KA. Verification and Validation of a Four-Gene Panel as a Prognostic Indicator in Triple Negative Breast Cancer. Front Oncol 2022; 12:821334. [PMID: 35387118 PMCID: PMC8977600 DOI: 10.3389/fonc.2022.821334] [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: 11/24/2021] [Accepted: 02/25/2022] [Indexed: 11/15/2022] Open
Abstract
Triple negative breast cancer (TNBC) is a highly aggressive subtype with a high rate of metastasis, early distant recurrence and resistance to therapy leading to worse survival than other breast cancer subtypes. There are no well-established biomarkers that can determine women who will do better and those who are likely to have poorer outcomes with TNBC, nor are there targeted therapies. Thus, the identification of prognostic and/or predictive biomarkers will enable tailored therapies based on their likelihood of disease outcomes and may prevent over- and under-diagnosis. Previous studies from our laboratory have identified four genes (ANP32E, DSC2, ANKRD30A and IL6ST/gp130) that are specific to TNBC and were associated with lymph node metastasis (LNmets), the earliest indicator of tumor progression via distal spread. This study aimed to validate these findings using absolute quantitation by digital droplet PCR (ddPCR) and to determine relationships with clinicopathological features and survival. Our analysis confirmed all four genes displayed significant expression differences between TNBC cases and non-TNBC cases. Moreover, low IL6ST expression was significantly associated with grade 3 disease, hormone receptor negativity and earlier age at diagnosis; low ANKRD30A expression was associated with tumor size; and high ANP32E expression was significantly associated with grade and the number of positive lymph nodes. Individually, three of the four genes were associated with relapse-free survival in TNBC and in combination, all four genes were significantly associated with TNBC survival, but not in hormone receptor-positive cases. Collectively our results suggest that the four genes may have utility in TNBC prognostication.
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Affiliation(s)
- Mamta Pariyar
- School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia.,Hunter Medical Research Institute, New Lambton Heights, NSW, Australia
| | - Rick F Thorne
- School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia.,Translational Research Institute, Henan Provincial People's Hospital, Academy of Medical Science, Zhengzhou University, Zhengzhou, China
| | - Rodney J Scott
- School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia.,Hunter Medical Research Institute, New Lambton Heights, NSW, Australia.,NSW Health Pathology, John Hunter Hospital, New Lambton Heights, NSW, Australia
| | - Kelly A Avery-Kiejda
- School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia.,Hunter Medical Research Institute, New Lambton Heights, NSW, Australia
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27
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Singh P, Sahoo SK. Piperlongumine loaded PLGA nanoparticles inhibit cancer stem-like cells through modulation of STAT3 in mammosphere model of triple negative breast cancer. Int J Pharm 2022; 616:121526. [PMID: 35104598 DOI: 10.1016/j.ijpharm.2022.121526] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 01/19/2022] [Accepted: 01/25/2022] [Indexed: 01/16/2023]
Abstract
TNBC exhibits higher rate of chemoresistance, metastasis, and relapse among all subtypes of breast cancer. This malignant statein TNBC is due to self-renewing sub-population of cells called cancer stem cells (CSCs). They are major caveats in TNBC treatment and need to be obliterated. In this regard, we explored piperlongumine (PL) that has remarkable anti-cancerous property but poor pharmacokinetics limits its application. So, to enhance its biological activity we developed PLGA based nanoformulation for PL (PL-NPs) and examined anti-CSCs effects of PL and PL-NPs in mammospheres. Results indicated that PL-NPs have higher cellular uptake than PL in mammospheres. Further, we demonstrated that PL-NPs remarkably inhibit various characteristics of CSCs like expression of ALDH, self-renewability, chemoresistance, and EMT in mammopsheres. We next investigated the possible mechanism underlying these multi-modal effects, and found that inhibition of STAT3 might be the driving force. In order to confirm this, we used colivelin a potent synthetic peptide activator of STAT3 in combination with treatments and found that anti-CSCs effects of PL and PL-NPs were reversed. Taken together, our data indicates that PL-NPs show enhanced inhibition of CSCs through downregulation of STAT3 and provides insight into development of PL based nanomedicine for targeting CSCs in TNBC.
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Affiliation(s)
- Priya Singh
- Institute of Life Sciences, Nalco Square, Bhubaneswar 751 023, Odisha, India; Regional Centre for Biotechnology, Faridabad-Gurgaon Expressway, Faridabad 121 001, Haryana
| | - Sanjeeb Kumar Sahoo
- Institute of Life Sciences, Nalco Square, Bhubaneswar 751 023, Odisha, India.
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28
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Dogra P, Ramírez JR, Butner JD, Peláez MJ, Chung C, Hooda-Nehra A, Pasqualini R, Arap W, Cristini V, Calin GA, Ozpolat B, Wang Z. Translational Modeling Identifies Synergy between Nanoparticle-Delivered miRNA-22 and Standard-of-Care Drugs in Triple-Negative Breast Cancer. Pharm Res 2022; 39:511-528. [PMID: 35294699 PMCID: PMC8986735 DOI: 10.1007/s11095-022-03176-3] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Accepted: 01/21/2022] [Indexed: 12/29/2022]
Abstract
Purpose Downregulation of miRNA-22 in triple-negative breast cancer (TNBC) is associated with upregulation of eukaryotic elongation 2 factor kinase (eEF2K) protein, which regulates tumor growth, chemoresistance, and tumor immunosurveillance. Moreover, exogenous administration of miRNA-22, loaded in nanoparticles to prevent degradation and improve tumor delivery (termed miRNA-22 nanotherapy), to suppress eEF2K production has shown potential as an investigational therapeutic agent in vivo. Methods To evaluate the translational potential of miRNA-22 nanotherapy, we developed a multiscale mechanistic model, calibrated to published in vivo data and extrapolated to the human scale, to describe and quantify the pharmacokinetics and pharmacodynamics of miRNA-22 in virtual patient populations. Results Our analysis revealed the dose-response relationship, suggested optimal treatment frequency for miRNA-22 nanotherapy, and highlighted key determinants of therapy response, from which combination with immune checkpoint inhibitors was identified as a candidate strategy for improving treatment outcomes. More importantly, drug synergy was identified between miRNA-22 and standard-of-care drugs against TNBC, providing a basis for rational therapeutic combinations for improved response Conclusions The present study highlights the translational potential of miRNA-22 nanotherapy for TNBC in combination with standard-of-care drugs. Supplementary Information The online version contains supplementary material available at 10.1007/s11095-022-03176-3.
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Affiliation(s)
- Prashant Dogra
- Mathematics in Medicine Program, Houston Methodist Research Institute, Houston, Texas, 77030, USA
- Department of Physiology and Biophysics, Weill Cornell Medical College, New York, New York, 10065, USA
| | - Javier Ruiz Ramírez
- Mathematics in Medicine Program, Houston Methodist Research Institute, Houston, Texas, 77030, USA
| | - Joseph D Butner
- Mathematics in Medicine Program, Houston Methodist Research Institute, Houston, Texas, 77030, USA
| | - Maria J Peláez
- Mathematics in Medicine Program, Houston Methodist Research Institute, Houston, Texas, 77030, USA
| | - Caroline Chung
- Department of Radiation Oncology, The University of Texas M.D. Anderson Cancer Center, Houston, Texas, 77030, USA
| | - Anupama Hooda-Nehra
- Rutgers Cancer Institute of New Jersey, Newark, New Jersey, 07101, USA
- Department of Medicine, Division of Hematology/Oncology, Rutgers New Jersey Medical School, Newark, New Jersey, 07103, USA
| | - Renata Pasqualini
- Rutgers Cancer Institute of New Jersey, Newark, New Jersey, 07101, USA
- Department of Radiation Oncology, Division of Cancer Biology, Rutgers New Jersey Medical School, Newark, New Jersey, 07103, USA
| | - Wadih Arap
- Rutgers Cancer Institute of New Jersey, Newark, New Jersey, 07101, USA
- Department of Medicine, Division of Hematology/Oncology, Rutgers New Jersey Medical School, Newark, New Jersey, 07103, USA
| | - Vittorio Cristini
- Mathematics in Medicine Program, Houston Methodist Research Institute, Houston, Texas, 77030, USA
- Department of Imaging Physics, The University of Texas M.D. Anderson Cancer Center, Houston, Texas, 77230, USA
- Physiology, Biophysics, and Systems Biology Program, Graduate School of Medical Sciences, Weill Cornell Medicine, New York, New York, 10065, USA
| | - George A Calin
- Department of Translational Molecular Pathology, The University of Texas M.D. Anderson Cancer Center, Houston, Texas, 77030, USA
| | - Bulent Ozpolat
- Department of Experimental Therapeutics, The University of Texas M.D. Anderson Cancer Center, Houston, Texas, 77030, USA
| | - Zhihui Wang
- Mathematics in Medicine Program, Houston Methodist Research Institute, Houston, Texas, 77030, USA.
- Department of Physiology and Biophysics, Weill Cornell Medical College, New York, New York, 10065, USA.
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Eldridge L, Berrigan D. Structural Racism and Triple-Negative Breast Cancer Among Black and White Women in the United States. Health Equity 2022; 6:116-123. [PMID: 35261938 PMCID: PMC8896209 DOI: 10.1089/heq.2021.0041] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/17/2021] [Indexed: 11/13/2022] Open
Affiliation(s)
- Linsey Eldridge
- National Cancer Institute, Center for Global Health, Rockville, Maryland, USA
| | - David Berrigan
- National Cancer Institute, Division of Cancer Control and Population Sciences, Rockville, Maryland, USA
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Cytotoxic and Antimigration Activity of Etlingera alba (A.D.) Poulsen Rhizome. Adv Pharmacol Pharm Sci 2022; 2021:6597402. [PMID: 34993485 PMCID: PMC8727096 DOI: 10.1155/2021/6597402] [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: 07/28/2021] [Revised: 10/13/2021] [Accepted: 11/16/2021] [Indexed: 01/04/2023] Open
Abstract
Etlingera alba is one of the Etlingera plants that might have anticancer activity. This study aims to investigate the cytotoxic and antimetastatic activity of E. alba rhizome fractions and migration cell assay against MDA-MB-231 cell lines, which are used for triple-negative breast cancer (TNBC) treatment assay. The cytotoxic activity was assayed using CCK-8 assay, while the antimetastatic was assayed using migration cell assay for the fractions A–F. They were followed by LCMS/MS profiling to determine the chemical contents in the most active fraction. According to results obtained, fraction B was the most active fraction for cytotoxic activity with an IC50 value of 65.43 μg/mL, while fraction E was the most active fraction for antimetastasis activity against migration rate doses of 50, 100, and 200 ppm which were 6.80, 3.66, and 3.00%, respectively. Several compounds in fraction B, such as rengyolone, licochalcone A, sugiol, and spinasterol, might have been known to have activity against cancer cells, as well as aschantin and lirioresinol B dimethyl ether from fraction E. In conclusion, the chemical components from E. alba rhizome fractions provided potency for discovering new agents for cancer treatment, specifically for TNBC.
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31
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Onwudiwe K, Obayemi J, Hu J, Oparah J, Onyekanne C, Nwazojie C, Aina T, Uzonwanne V, Salifu A, Soboyejo W. Investigation of creep properties and the cytoskeletal structures of non-tumorigenic breast cells and triple-negative breast cancer cells. J Biomed Mater Res A 2021; 110:1004-1020. [PMID: 34967111 DOI: 10.1002/jbm.a.37348] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 11/07/2021] [Accepted: 12/13/2021] [Indexed: 02/05/2023]
Abstract
This article presents the correlation of creep and viscoelastic properties to the cytoskeletal structure of both tumorigenic and non-tumorigenic cells. Unique shear assay and strain mapping techniques were used to study the creep and viscoelastic properties of single non-tumorigenic and tumorigenic cells. At least 20 individual cells, three locations per cell, were studied. From the results, lower densities in the volume of actin, and keratin 18 structures were observed with the progression of cancer and were correlated to the increased creep rates and reduced mechanical properties (Young's moduli and viscosities) of tumorigenic (MDA-MB-231) cells. The study reveals significant differences between the creep and viscoelastic properties of non-tumorigenic breast cells versus tumorigenic cells. The variations in the creep strain rates are shown to be well characterized by lognormal distributions, while the statistical variations in the viscoelastic properties are well-described by normal distributions. The implications of the results are discussed for the study of discrete cell behaviors, strain and viscoelastic responses of the cell, and the role of cell cytoskeleton in the onset and progression of cancers.
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Affiliation(s)
- Killian Onwudiwe
- Department of Materials Science and Engineering, Biomaterials Lab, African University of Science and Technology, Abuja, Nigeria
| | - John Obayemi
- Department of Biomedical Engineering, Gateway Park Life Sciences Center, Worcester Polytechnic Institute (WPI), Worcester, Massachusetts, USA.,Department of Mechanical and Materials Engineering, Worcester Polytechnic Institute (WPI), Worcester, Massachusetts, USA
| | - Jingjie Hu
- Division of Vascular and Interventional Radiology, Mayo Clinic, Scottsdale, Arizona, USA.,Department of Mechanical and Aerospace Engineering, North Carolina State University, Raleigh, North Carolina, USA
| | - Josephine Oparah
- Department of Materials Science and Engineering, Biomaterials Lab, African University of Science and Technology, Abuja, Nigeria
| | - Chinyerem Onyekanne
- Department of Materials Science and Engineering, Biomaterials Lab, African University of Science and Technology, Abuja, Nigeria
| | - Chukwudalu Nwazojie
- Department of Materials Science and Engineering, Biomaterials Lab, African University of Science and Technology, Abuja, Nigeria
| | - Toyin Aina
- Department of Materials Science and Engineering, Biomaterials Lab, African University of Science and Technology, Abuja, Nigeria
| | - Vanessa Uzonwanne
- Department of Mechanical and Materials Engineering, Worcester Polytechnic Institute (WPI), Worcester, Massachusetts, USA
| | - Ali Salifu
- Department of Biomedical Engineering, Gateway Park Life Sciences Center, Worcester Polytechnic Institute (WPI), Worcester, Massachusetts, USA
| | - Winston Soboyejo
- Department of Materials Science and Engineering, Biomaterials Lab, African University of Science and Technology, Abuja, Nigeria.,Department of Biomedical Engineering, Gateway Park Life Sciences Center, Worcester Polytechnic Institute (WPI), Worcester, Massachusetts, USA.,Department of Mechanical and Materials Engineering, Worcester Polytechnic Institute (WPI), Worcester, Massachusetts, USA
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32
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Miachin K, Del Solar V, El Khoury E, Nayeem N, Khrystenko A, Appelt P, Neary MC, Buccella D, Contel M. Intracellular Localization Studies of the Luminescent Analogue of an Anticancer Ruthenium Iminophosphorane with High Efficacy in a Triple-Negative Breast Cancer Mouse Model. Inorg Chem 2021; 60:19152-19164. [PMID: 34846878 PMCID: PMC9912119 DOI: 10.1021/acs.inorgchem.1c02929] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
The potential of ruthenium(II) compounds as an alternative to platinum-based clinical anticancer agents has been unveiled after extensive research for over 2 decades. As opposed to cisplatin, ruthenium(II) compounds have distinct mechanisms of action that do not rely solely on interactions with DNA. In a previous report from our group, we described the synthesis, characterization, and biological evaluation of a cationic, water-soluble, organometallic ruthenium(II) iminophosphorane (IM) complex of p-cymene, ([(η6-p-cymene)Ru{(Ph3P═N-CO-2N-C5H4)-κ-N,O}Cl]Cl (1 or Ru-IM), that was found to be highly cytotoxic against a panel of cell lines resistant to cisplatin, including triple-negative breast cancer (TNBC) MDA-MB-231, through canonical or caspase-dependent apoptosis. Studies on a MDA-MB-231 xenograft mice model (after 28 days of treatment) afforded an excellent tumor reduction of 56%, with almost negligible systemic toxicity, and a favored ruthenium tumor accumulation compared to other organs. 1 is known to only interact weakly with DNA, but its intracellular distribution and ultimate targets remain unknown. To gain insight on potential mechanisms for this highly efficacious ruthenium compound, we have developed two luminescent analogues containing the BOPIPY fluorophore (or a modification) in the IM scaffold with the general structure of [(η6-p-cymene)Ru{(BODIPY-Ph2P═N-CO-2-NC5H4)-κ-N,O}Cl]Cl {BODIPY-Ph2P = 8-[(4-diphenylphosphino)phenyl]-4,4-dimethyl-1,3,5,7-tetramethyl-2,6-diethyl-4-bora-3a,4a-diaza-s-indacene (3a) and 4,4-difluoro-8-[4-[[2-[4-(diphenylphosphino)benzamido]ethyl]carbamoyl]phenyl]-1,3,5,7-tetramethyl,2,6-diethyl-4-bora-3a,4a-diaza-s-indacene (3b)}. We report on the synthesis, characterization, lipophilicity, stability, luminescence properties, and cell viability studies in the TNBC cell line MDA-MB-231, nonmalignant breast cells (MCF10a), and lung fibroblasts (IMR-90) of the new compounds. The ruthenium derivative 3b was studied by fluorescence confocal microscopy. These studies point to a preferential accumulation of the compound in the endoplasmic reticulum, mitochondria, and lysosomes. Inductively coupled plasma optical emission spectrometry (ICP-OES) analysis also confirms a greater ruthenium accumulation in the cytoplasmic fraction, including endoplasmic reticulum and lysosomes, and a smaller percentage of accumulation in mitochondria and the nucleus. ICP-OES analysis of the parent compound 1 indicates that it accumulates preferentially in the mitochondria and cytoplasm. Subsequent experiments in 1-treated MDA-MB-231 cells demonstrate significant reactive oxygen species generation.
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Affiliation(s)
- Kirill Miachin
- Department of Chemistry, Brooklyn College, The City University of New York; Brooklyn, NY 11210
| | - Virginia Del Solar
- Department of Chemistry, Brooklyn College, The City University of New York; Brooklyn, NY 11210
| | - Elsy El Khoury
- Department of Chemistry, New York University; New York, NY 10003
| | - Nazia Nayeem
- Department of Chemistry, Brooklyn College, The City University of New York; Brooklyn, NY 11210
- Brooklyn College Cancer Center BCCC-CURE, Brooklyn College, The City University of New York; Brooklyn, NY 11210
- Biology PhD Program, The Graduate Center, The City University of New York, New York, NY 10016
| | - Anton Khrystenko
- Department of Chemistry, Brooklyn College, The City University of New York; Brooklyn, NY 11210
| | - Patricia Appelt
- Department of Chemistry, Brooklyn College, The City University of New York; Brooklyn, NY 11210
- Federal University of Paraná, Centro Politécnico, 81540-990 Curitiba, PR, Brazil
| | - Michelle C. Neary
- Chemistry Department, Hunter College, The City University of New York, New York, NY 10021
| | - Daniela Buccella
- Department of Chemistry, New York University; New York, NY 10003
| | - Maria Contel
- Department of Chemistry, Brooklyn College, The City University of New York; Brooklyn, NY 11210
- Brooklyn College Cancer Center BCCC-CURE, Brooklyn College, The City University of New York; Brooklyn, NY 11210
- Biology PhD Program, The Graduate Center, The City University of New York, New York, NY 10016
- Chemistry, The Graduate Center, The City University of New York, New York, NY 10016
- Biochemistry PhD Programs, The Graduate Center, The City University of New York, New York, NY 10016
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33
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Eteshola EO, Landa K, Rempel RE, Naqvi IA, Hwang ES, Nair SK, Sullenger BA. Breast cancer-derived DAMPs enhance cell invasion and metastasis, while nucleic acid scavengers mitigate these effects. MOLECULAR THERAPY. NUCLEIC ACIDS 2021; 26:1-10. [PMID: 34513289 PMCID: PMC8408553 DOI: 10.1016/j.omtn.2021.06.016] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Accepted: 06/25/2021] [Indexed: 12/23/2022]
Abstract
Breast cancer (BC) is the most common malignancy in women. Particular subtypes with aggressive behavior are major contributors to poor outcomes. Triple-negative breast cancer (TNBC) is difficult to treat, pro-inflammatory, and highly metastatic. We demonstrate that TNBC cells express TLR9 and are responsive to TLR9 ligands, and treatment of TNBC cells with chemotherapy increases the release of nucleic-acid-containing damage-associated molecular patterns (NA DAMPs) in cell culture. Such culture-derived and breast cancer patient-derived NA DAMPs increase TLR9 activation and TNBC cell invasion in vitro. Notably, treatment with the polyamidoamine dendrimer generation 3.0 (PAMAM-G3) behaved as a nucleic acid scavenger (NAS) and significantly mitigates such effects. In mice that develop spontaneous BC induced by polyoma middle T oncoprotein (MMTV-PyMT), treatment with PAMAM-G3 significantly reduces lung metastasis. Thus, NAS treatment mitigates cancer-induced inflammation and metastasis and represents a novel therapeutic approach for combating breast cancer.
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Affiliation(s)
- Elias O.U. Eteshola
- Duke University School of Medicine, Department of Pharmacology and Cancer Biology, Durham, NC 27710, USA
- Duke University Medical Center, Department of Surgery, Durham, NC 27710, USA
| | - Karenia Landa
- Duke University Medical Center, Department of Surgery, Durham, NC 27710, USA
| | - Rachel E. Rempel
- Duke University Medical Center, Department of Surgery, Durham, NC 27710, USA
| | - Ibtehaj A. Naqvi
- Duke University Medical Center, Department of Surgery, Durham, NC 27710, USA
| | - E. Shelley Hwang
- Duke University Medical Center, Department of Surgery, Durham, NC 27710, USA
- Duke Cancer Institute, Durham, NC 27710, USA
| | - Smita K. Nair
- Duke University Medical Center, Department of Surgery, Durham, NC 27710, USA
- Duke Cancer Institute, Durham, NC 27710, USA
| | - Bruce A. Sullenger
- Duke University School of Medicine, Department of Pharmacology and Cancer Biology, Durham, NC 27710, USA
- Duke University Medical Center, Department of Surgery, Durham, NC 27710, USA
- Duke Cancer Institute, Durham, NC 27710, USA
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34
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Hedgehog Pathway Inhibitors against Tumor Microenvironment. Cells 2021; 10:cells10113135. [PMID: 34831357 PMCID: PMC8619966 DOI: 10.3390/cells10113135] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2021] [Revised: 11/03/2021] [Accepted: 11/08/2021] [Indexed: 12/24/2022] Open
Abstract
Targeting the hedgehog (HH) pathway to treat aggressive cancers of the brain, breast, pancreas, and prostate has been ongoing for decades. Gli gene amplifications have been long discovered within malignant glioma patients, and since then, inhibitors against HH pathway-associated molecules have successfully reached the clinical stage where several of them have been approved by the FDA. Albeit this success rate implies suitable progress, clinically used HH pathway inhibitors fail to treat patients with metastatic or recurrent disease. This is mainly due to heterogeneous tumor cells that have acquired resistance to the inhibitors along with the obstacle of effectively targeting the tumor microenvironment (TME). Severe side effects such as hyponatremia, diarrhea, fatigue, amenorrhea, nausea, hair loss, abnormal taste, and weight loss have also been reported. Furthermore, HH signaling is known to be involved in the regulation of immune cell maturation, angiogenesis, inflammation, and polarization of macrophages and myeloid-derived suppressor cells. It is critical to determine key mechanisms that can be targeted at different levels of tumor development and progression to address various clinical issues. Hence current research focus encompasses understanding how HH controls TME to develop TME altering and combinatorial targeting strategies. In this review, we aim to discuss the pros and cons of targeting HH signaling molecules, understand the mechanism involved in treatment resistance, reveal the role of the HH pathway in anti-tumor immune response, and explore the development of potential combination treatment of immune checkpoint inhibitors with HH pathway inhibitors to target HH-driven cancers.
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35
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Nayeem N, Yeasmin A, Cobos SN, Younes A, Hubbard K, Contel M. Investigation of the Effects and Mechanisms of Anticancer Action of a Ru(II)-Arene Iminophosphorane Compound in Triple Negative Breast Cancer Cells. ChemMedChem 2021; 16:3280-3292. [PMID: 34329530 PMCID: PMC8571052 DOI: 10.1002/cmdc.202100325] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 07/23/2021] [Indexed: 12/22/2022]
Abstract
Triple negative breast cancer (TNBC) is one of the breast cancers with poorer prognosis and survival rates. TNBC has a disproportionally high incidence and mortality in women of African descent. We report on the evaluation of Ru-IM (1), a water-soluble organometallic ruthenium compound, in TNBC cell lines derived from patients of European (MDA-MB-231) and African (HCC-1806) ancestry (including IC50 values, cellular and organelle uptake, cell death pathways, cell cycle, effects on migration, invasion, and angiogenesis, a preliminary proteomic analysis, and an NCI 60 cell-line panel screen). 1 was previously found highly efficacious in MDA-MB-231 cells and xenografts, with little systemic toxicity and preferential accumulation in the tumor. We observe a similar profile for this compound in the two cell lines studied, which includes high cytotoxicity, apoptotic behavior and potential antimetastatic and antiangiogenic properties. Cytokine M-CSF, involved in the PI3/AKT pathway, shows protein expression inhibition with exposure to 1. We also demonstrate a p53 independent mechanism of action.
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Affiliation(s)
- Nazia Nayeem
- Department of Chemistry and Brooklyn College Cancer Center, Brooklyn College, The City University of New York, Brooklyn, NY, 11210, USA
- Biology, Chemistry and Biochemistry PhD Programs, The Graduate Center, The City University of New York, New York, NY, 10016, USA
| | - Arefa Yeasmin
- Department of Chemistry and Brooklyn College Cancer Center, Brooklyn College, The City University of New York, Brooklyn, NY, 11210, USA
| | - Samantha N Cobos
- Department of Chemistry and Brooklyn College Cancer Center, Brooklyn College, The City University of New York, Brooklyn, NY, 11210, USA
- Biology, Chemistry and Biochemistry PhD Programs, The Graduate Center, The City University of New York, New York, NY, 10016, USA
| | - Ali Younes
- Department of Chemistry, Hunter College, The City University of New York, 695 Park Avenue, New York, NY, 10065, USA
| | - Karen Hubbard
- Biology, Chemistry and Biochemistry PhD Programs, The Graduate Center, The City University of New York, New York, NY, 10016, USA
- Biology Department, The City College of New York, The City University of New York, 160 Covent Avenue, New York, NY, 10031, USA
| | - Maria Contel
- Department of Chemistry and Brooklyn College Cancer Center, Brooklyn College, The City University of New York, Brooklyn, NY, 11210, USA
- Biology, Chemistry and Biochemistry PhD Programs, The Graduate Center, The City University of New York, New York, NY, 10016, USA
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36
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Wang J, Browne L, Slapetova I, Shang F, Lee K, Lynch J, Beretov J, Whan R, Graham PH, Millar EKA. Multiplexed immunofluorescence identifies high stromal CD68 +PD-L1 + macrophages as a predictor of improved survival in triple negative breast cancer. Sci Rep 2021; 11:21608. [PMID: 34732817 PMCID: PMC8566595 DOI: 10.1038/s41598-021-01116-6] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Accepted: 10/15/2021] [Indexed: 12/14/2022] Open
Abstract
Triple negative breast cancer (TNBC) comprises 10-15% of all breast cancers and has a poor prognosis with a high risk of recurrence within 5 years. PD-L1 is an important biomarker for patient selection for immunotherapy but its cellular expression and co-localization within the tumour immune microenvironment and associated prognostic value is not well defined. We aimed to characterise the phenotypes of immune cells expressing PD-L1 and determine their association with overall survival (OS) and breast cancer-specific survival (BCSS). Using tissue microarrays from a retrospective cohort of TNBC patients from St George Hospital, Sydney (n = 244), multiplexed immunofluorescence (mIF) was used to assess staining for CD3, CD8, CD20, CD68, PD-1, PD-L1, FOXP3 and pan-cytokeratin on the Vectra Polaris™ platform and analysed using QuPath. Cox multivariate analyses showed high CD68+PD-L1+ stromal cell counts were associated with improved prognosis for OS (HR 0.56, 95% CI 0.33-0.95, p = 0.030) and BCSS (HR 0.47, 95% CI 0.25-0.88, p = 0.018) in the whole cohort and in patients receiving chemotherapy, improving incrementally upon the predictive value of PD-L1+ alone for BCSS. These data suggest that CD68+PD-L1+ status can provide clinically useful prognostic information to identify sub-groups of patients with good or poor prognosis and guide treatment decisions in TNBC.
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Affiliation(s)
- James Wang
- St George and Sutherland Clinical School, University of New South Wales Sydney, Kensington, Australia
| | - Lois Browne
- Cancer Care Centre, St George Hospital, Kogarah, Australia
| | - Iveta Slapetova
- Biomedical Imaging Facility, Mark Wainwright Analytical Centre, University of New South Wales Sydney, Kensington, Australia
| | - Fei Shang
- Biomedical Imaging Facility, Mark Wainwright Analytical Centre, University of New South Wales Sydney, Kensington, Australia
| | - Kirsty Lee
- Department of Clinical Oncology, Prince of Wales Hospital, Chinese University of Hong Kong, Shatin, Hong Kong
| | - Jodi Lynch
- St George and Sutherland Clinical School, University of New South Wales Sydney, Kensington, Australia
- Cancer Care Centre, St George Hospital, Kogarah, Australia
| | - Julia Beretov
- St George and Sutherland Clinical School, University of New South Wales Sydney, Kensington, Australia
- Cancer Care Centre, St George Hospital, Kogarah, Australia
- Department of Anatomical Pathology, New South Wales Health Pathology, St George Hospital, Kogarah, Australia
| | - Renee Whan
- Biomedical Imaging Facility, Mark Wainwright Analytical Centre, University of New South Wales Sydney, Kensington, Australia
| | - Peter H Graham
- St George and Sutherland Clinical School, University of New South Wales Sydney, Kensington, Australia
- Cancer Care Centre, St George Hospital, Kogarah, Australia
| | - Ewan K A Millar
- St George and Sutherland Clinical School, University of New South Wales Sydney, Kensington, Australia.
- Department of Anatomical Pathology, New South Wales Health Pathology, St George Hospital, Kogarah, Australia.
- Faculty of Medicine and Health Sciences, Western Sydney University, Campbelltown, Australia.
- University of Technology, Sydney, Australia.
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37
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Hung RK, Chiu TH, Tsoi Y, Chan W. High Ki‐67 proliferation index and lack of chemotherapy are associated with reduced overall survival in patients with triple negative breast cancer: A retrospective cohort in a major breast centre in Hong Kong. SURGICAL PRACTICE 2021. [DOI: 10.1111/1744-1633.12527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Ray Ka‐wai Hung
- Department of Surgery, North District Hospital Chinese University of Hong Kong Shatin Hong Kong
| | - Tiffany Hoi‐wun Chiu
- Department of Surgery, North District Hospital Chinese University of Hong Kong Shatin Hong Kong
| | - Yee‐kei Tsoi
- Department of Surgery, North District Hospital Chinese University of Hong Kong Shatin Hong Kong
| | - Wing‐cheong Chan
- Department of Surgery, North District Hospital Chinese University of Hong Kong Shatin Hong Kong
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38
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Human Papillomavirus in Breast Carcinogenesis: A Passenger, a Cofactor, or a Causal Agent? BIOLOGY 2021; 10:biology10080804. [PMID: 34440036 PMCID: PMC8389583 DOI: 10.3390/biology10080804] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Revised: 08/05/2021] [Accepted: 08/06/2021] [Indexed: 12/16/2022]
Abstract
Simple Summary Breast cancer (BC) is the most frequent tumor in women worldwide. A minority of BC patients have a family history of the disease, suggesting the importance of environmental and lifestyle factors. Human papillomavirus (HPV) infection has been detected in a subset of tumors, suggesting a potential role in BC. In this review, we summarized relevant information in respect to this topic and we propose a model of HPV-mediated breast carcinogenesis. Evidence suggests that breast tissue is accessible to HPV, which may be a causal agent of BC in a subset of cases. Abstract Breast cancer (BC) is the most commonly diagnosed malignancy in women worldwide as well as the leading cause of cancer-related death in this gender. Studies have identified that human papillomavirus (HPV) is a potential risk factor for BC development. While vaccines that protect against oncogenic HPVs infection have been commercially available, global disparities persist due to their high cost. Interestingly, numerous authors have detected an increased high risk (HR)-HPV infection in BC specimens when compared with non-tumor tissues. Therefore, it was suggested that HR-HPV infection could play a role in breast carcinogenesis in a subset of cases. Additional epidemiological and experimental evidence is still needed regarding the role of HR-HPV infection in the development and progression of BC.
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Rahman R, Fonseka AD, Sua S, Ahmad M, Rajendran R, Ambu S, Davamani F, Khoo AS, Chitra E. Inhibition of breast cancer xenografts in a mouse model and the induction of apoptosis in multiple breast cancer cell lines by lactoferricin B peptide. J Cell Mol Med 2021; 25:7181-7189. [PMID: 34236134 PMCID: PMC8335703 DOI: 10.1111/jcmm.16748] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Revised: 05/24/2021] [Accepted: 06/11/2021] [Indexed: 01/03/2023] Open
Abstract
Breast cancer has a diverse aetiology characterized by the heterogeneous expression of hormone receptors and signalling molecules, resulting in varied sensitivity to chemotherapy. The adverse side effects of chemotherapy coupled with the development of drug resistance have prompted the exploration of natural products to combat cancer. Lactoferricin B (LfcinB) is a natural peptide derived from bovine lactoferrin that exhibits anticancer properties. LfcinB was evaluated in vitro for its inhibitory effects on cell lines representing different categories of breast cancer and in vivo for its suppressive effects on tumour xenografts in NOD-SCID mice. The different breast cancer cell lines exhibited varied levels of sensitivity to apoptosis induced by LfcinB in the order of SKBR3>MDA-MB-231>MDA-MB-468>MCF7, while the normal breast epithelial cells MCF-10A were not sensitive to LfcinB. The peptide also inhibited the invasion of the MDA-MB-231 and MDA-MB-468 cell lines. In the mouse xenograft model, intratumoural injections of LfcinB significantly reduced tumour growth rate and tumour size, as depicted by live imaging of the mice using in vivo imaging systems (IVIS). Harvested tumour volume and weight were significantly reduced by LfcinB treatment. LfcinB, therefore, is a promising and safe candidate that can be considered for the treatment of breast cancer.
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Affiliation(s)
- Rizdwan Rahman
- School of Post Graduate StudiesInternational Medical UniversityKuala LumpurMalaysia
| | | | - Shiang‐Chia Sua
- School of MedicineInternational Medical UniversityKuala LumpurMalaysia
| | - Munirah Ahmad
- Molecular Pathology UnitCancer Research CentreInstitute for Medical ResearchNational Institutes of HealthMinistry of Health MalaysiaShah Alam, SelangorMalaysia
| | | | - Stephen Ambu
- School of Post Graduate StudiesInternational Medical UniversityKuala LumpurMalaysia
| | - Fabian Davamani
- School of Health SciencesInternational Medical UniversityKuala LumpurMalaysia
| | - Alan Soo‐Beng Khoo
- School of Post Graduate StudiesInternational Medical UniversityKuala LumpurMalaysia
- Molecular Pathology UnitCancer Research CentreInstitute for Medical ResearchNational Institutes of HealthMinistry of Health MalaysiaShah Alam, SelangorMalaysia
- Institute for ResearchDevelopment and InnovationInternational Medical UniversityKuala LumpurMalaysia
| | - Ebenezer Chitra
- School of Health SciencesInternational Medical UniversityKuala LumpurMalaysia
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Copeland J, Oyedeji A, Powell N, Cherian CJ, Tokumaru Y, Murthy V, Takabe K, Young J. Breast Cancer in Jamaica: Stage, Grade and Molecular Subtype Distributions Across Age Blocks, the Implications for Screening and Treatment. World J Oncol 2021; 12:93-103. [PMID: 34349853 PMCID: PMC8297049 DOI: 10.14740/wjon1389] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Accepted: 06/21/2021] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Breast cancer is the most commonly diagnosed and leading cause of cancer-related morbidity and mortality in females worldwide. Significant disparities exist in breast cancer incidence and mortalities between low- to middle- and high-income countries. The purpose of this study was to analyze the distribution of prognostic and predictive clinicopathological features of invasive breast cancer at a single institution in Jamaica across three age groups. METHODS Data from patients diagnosed with invasive breast cancer who underwent definitive surgery between August 2017 and September 2018 were identified. The patients were divided into three age groups (< 50, 50 - 59 and > 59 years) and the distribution of tumor size, grade, molecular subtype, nodal status and anatomic stage were determined and compared with the US population registry. Comparisons of the various characteristics were performed using the Fisher's exact test. RESULTS Ninety-nine definitive operations were performed and met the criteria for analysis. Average age at the time of diagnosis was 54 years compared to 62 years reported in the US databases. Thirty-six percent of the patients presented below age 50 years, which was twice the corresponding rate reported for Caucasian females (18%) in the USA. Fifty percent of patients in our registry had axillary lymph node metastases at presentation and they were younger than patients with negative axillary nodes (95% confidence interval (CI) -12.06 to -1.93, P = 0.007). Patients in the age group less than age 50 years were more likely to have advanced stage, high histological grade cancers compared to the older age blocks (95% CI 0.039 - 0.902, P = 0.033). CONCLUSION Invasive breast cancer presents at an earlier age in Jamaican women and is associated with poor prognostic features such as high rates of axillary lymph node metastases, high histological grade, advanced stage, triple-negative subtypes and low luminal A subtypes.
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Affiliation(s)
- Jason Copeland
- Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
- Department of General Surgery, Kingston Public Hospital, Kingston, Jamaica, WI
- Department of Surgery, Anesthesia, Radiology and Emergency Medicine, University of West Indies, Mona, Jamaica, WI
| | - Abimbola Oyedeji
- Department of General Surgery, Kingston Public Hospital, Kingston, Jamaica, WI
| | - Neggoshane Powell
- Department of General Surgery, Kingston Public Hospital, Kingston, Jamaica, WI
| | - Cherian J. Cherian
- Department of General Surgery, Kingston Public Hospital, Kingston, Jamaica, WI
- Department of Surgery, Anesthesia, Radiology and Emergency Medicine, University of West Indies, Mona, Jamaica, WI
| | - Yoshihisa Tokumaru
- Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Vijayashree Murthy
- Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Kazuaki Takabe
- Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
- Department of Gastroenterological Surgery, Yokohama City University Graduate School of Medicine, Yokohama 236-0004, Japan
- Department of Surgical Oncology, Graduate School of Medicine, Gifu University, 1-1 Yanagido, Gifu 501-1194, Japan
- Department of Gastrointestinal Tract Surgery, Fukushima Medical University School of Medicine, Fukushima 960-1295, Japan
- Department of Surgery, Jacobs School of Medicine and Biomedical Sciences, State University of New York, Buffalo, NY 14263, USA
- Department of Surgery, Niigata University Graduate School of Medical and Dental Sciences, Niigata 951-8510, Japan
- Department of Breast Surgery and Oncology, Tokyo Medical University, Tokyo 160-8402, Japan
| | - Jessica Young
- Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
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Pariyar M, Johns A, Thorne RF, Scott RJ, Avery-Kiejda KA. Copy number variation in triple negative breast cancer samples associated with lymph node metastasis. Neoplasia 2021; 23:743-753. [PMID: 34225099 PMCID: PMC8259224 DOI: 10.1016/j.neo.2021.05.016] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 05/31/2021] [Indexed: 12/24/2022] Open
Abstract
Triple negative breast cancer (TNBC) is a highly metastatic and aggressive subtype of breast cancer and cases presenting with lymph node involvement have worse outcomes. This study aimed to determine the regions of copy number variation (CNV) associated with lymph node metastasis in TNBC patients. CNV analyses were performed in a study cohort of 23 invasive ductal carcinomas (IDCs), 12 lymph node metastases (LNmets), and 7 normal adjacent tissues (NATs); as well as in an independent cohort containing 70 TNBC IDCs and the same 7 NATs. CNV-associated genes were analyzed using GO-enrichment and Pathway analysis. The prognostic role for genes showing CNV-based changes in messenger RNA expression was determined using the Kaplan-Meier plotter database. For the IDCs, there were a number of variations that were common in both the study and independent cohorts in the amplified regions of 1q, 8q, 19 (p and q), 2p, 5p and the deleted regions in 8p followed by 5q, and 19p. The most frequently amplified regions in the LNmets of the study cohort were 4q28.3, 2p, 3q24, 1q21.2, 10p, 12p11.1, 8q, 20p11.22-20p11.21, 21q22.13, 6p22.1 and the most frequently deleted regions were in 1p36.23, 4q21.1 and 5q. A total of 686 (441 amplified and 245 deleted) genes were associated with LNmets. The LNmet-associated genes were highly enriched for “regulation of complement activation,” “regulation of protein activation cascade,” “regulation of humoral immune response,” “oxytocin signalling pathway,” and “TRAIL binding” pathways. Moreover, 6/686 LNmet-associated genes showed CNV-based changes in their mRNA expression of which, high expression of ASPM and KIF14 was significantly associated with worse relapse-free survival. This study has identified several CNV regions in TNBC that could play a major role in metastasis to the lymph node.
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Affiliation(s)
- Mamta Pariyar
- School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia; Hunter Medical Research Institute, New Lambton Heights, NSW, Australia
| | - Andrea Johns
- School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia; Hunter Medical Research Institute, New Lambton Heights, NSW, Australia
| | - Rick F Thorne
- School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia; Translational Research Institute, Henan Provincial People's Hospital, Academy of Medical Science, Zhengzhou University, Zhengzhou, China
| | - Rodney J Scott
- School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia; Hunter Medical Research Institute, New Lambton Heights, NSW, Australia; NSW Health Pathology, John Hunter Hospital, New Lambton Heights, NSW, Australia
| | - Kelly A Avery-Kiejda
- School of Biomedical Sciences and Pharmacy, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia; Hunter Medical Research Institute, New Lambton Heights, NSW, Australia.
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Nwagu GC, Bhattarai S, Swahn M, Ahmed S, Aneja R. Prevalence and Mortality of Triple-Negative Breast Cancer in West Africa: Biologic and Sociocultural Factors. JCO Glob Oncol 2021; 7:1129-1140. [PMID: 34264759 PMCID: PMC8457872 DOI: 10.1200/go.21.00082] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 05/05/2021] [Accepted: 06/08/2021] [Indexed: 12/24/2022] Open
Affiliation(s)
- Gift C. Nwagu
- Department of Biology, Georgia State University, Atlanta, GA
| | | | - Monica Swahn
- International Consortium for Advancing Research on Triple Negative Breast Cancer, Georgia State University, Atlanta, GA
- Department of Population Health Sciences, Georgia State University, Atlanta, GA
| | - Saad Ahmed
- International Consortium for Advancing Research on Triple Negative Breast Cancer, Georgia State University, Atlanta, GA
- Department of Pathology, Ahmadu Bello University, Zaria, Nigeria
| | - Ritu Aneja
- Department of Biology, Georgia State University, Atlanta, GA
- International Consortium for Advancing Research on Triple Negative Breast Cancer, Georgia State University, Atlanta, GA
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Dill CD, Dammer EB, Griffen TL, Seyfried NT, Lillard JW. A network approach reveals driver genes associated with survival of patients with triple-negative breast cancer. iScience 2021; 24:102451. [PMID: 34007962 PMCID: PMC8111681 DOI: 10.1016/j.isci.2021.102451] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 03/08/2021] [Accepted: 04/15/2021] [Indexed: 12/14/2022] Open
Abstract
We aimed to identify triple-negative breast cancer (TNBC) drivers that regulate survival time as predictive signatures that improve TNBC prognostication. Breast cancer (BrCa) transcriptomic tumor biopsies were analyzed, identifying network communities enriched with TNBC-specific differentially expressed genes (DEGs) and correlated strongly to TNBC status. Two anticorrelated modules correlated strongly to TNBC subtype and survival. Querying module-specific hubs and DEGs revealed transcriptional changes associated with high survival. Transcripts were nominated as biomarkers and tested as combinatoric ratios using receiver operator characteristic (ROC) analysis to assess survival prediction. ROC test rounds integrated genes with established interactions to hubs and DEGs of key modules, improving prediction. Finally, we tested whether integration of literature-derived genes for implicated hallmark cancer processes could improve prediction of survival. Complementary coexpression, differential expression, genetic interaction, and survival stratification integrated by ROC optimization uncovered a panel of "linchpin survival genes" predictive of patient survival, representing gene interactions in hallmark cancer processes.
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Affiliation(s)
- Courtney D. Dill
- Department of Microbiology, Biochemistry, and Immunology, Morehouse School of Medicine, 720 Westview Dr SW, HG 341B, Atlanta, GA 30310, USA
| | - Eric B. Dammer
- Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, GA 30322, USA
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Ti'ara L. Griffen
- Department of Microbiology, Biochemistry, and Immunology, Morehouse School of Medicine, 720 Westview Dr SW, HG 341B, Atlanta, GA 30310, USA
| | - Nicholas T. Seyfried
- Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, GA 30322, USA
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA 30322, USA
- Department of Neurology, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - James W. Lillard
- Department of Microbiology, Biochemistry, and Immunology, Morehouse School of Medicine, 720 Westview Dr SW, HG 341B, Atlanta, GA 30310, USA
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Nayeem N, Contel M. Exploring the Potential of Metallodrugs as Chemotherapeutics for Triple Negative Breast Cancer. Chemistry 2021; 27:8891-8917. [PMID: 33857345 DOI: 10.1002/chem.202100438] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Indexed: 12/11/2022]
Abstract
This review focuses on studies of coordination and organometallic compounds as potential chemotherapeutics against triple negative breast cancer (TNBC) which has one of the poorest prognoses and worst survival rates from all breast cancer types. At present, chemotherapy is still the standard of care for TNBC since only one type of targeted therapy has been recently developed. References for metal-based compounds studied in TNBC cell lines will be listed, and those of metal-specific reviews, but a detailed overview will also be provided on compounds studied in vivo (mostly in mice models) and those compounds for which some preliminary mechanistic data was obtained (in TNBC cell lines and tumors) and/or for which bioactive ligands have been used. The main goal of this review is to highlight the most promising metal-based compounds with potential as chemotherapeutic agents in TNBC.
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Affiliation(s)
- Nazia Nayeem
- Brooklyn College Cancer Center BCCC-CURE, Brooklyn College, The City University of New York, 2900 Bedford Avenue, Brooklyn, New York, 11210, USA.,Department of Chemistry, Brooklyn College, The City University of New York, 2900 Bedford Avenue, Brooklyn, New York, 11210, USA.,Biology PhD Program, The Graduate Center, The City University of New York, 365 5th Avenue, New York, New York, 11006, USA
| | - Maria Contel
- Brooklyn College Cancer Center BCCC-CURE, Brooklyn College, The City University of New York, 2900 Bedford Avenue, Brooklyn, New York, 11210, USA.,Department of Chemistry, Brooklyn College, The City University of New York, 2900 Bedford Avenue, Brooklyn, New York, 11210, USA.,Biology PhD Program, The Graduate Center, The City University of New York, 365 5th Avenue, New York, New York, 11006, USA.,Chemistry and Biochemistry PhD Programs, The Graduate Center, The City University of New York, 365 5th Avenue, New York, New York, 11006, USA.,University of Hawaii Cancer Center, 701 Ilalo St, Honolulu, Hawaii, 96813, USA
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Zhang Z, Liu J, Liu Y, Shi D, He Y, Zhao P. Virtual screening of the multi-gene regulatory molecular mechanism of Si-Wu-tang against non-triple-negative breast cancer based on network pharmacology combined with experimental validation. JOURNAL OF ETHNOPHARMACOLOGY 2021; 269:113696. [PMID: 33358854 DOI: 10.1016/j.jep.2020.113696] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 12/03/2020] [Accepted: 12/08/2020] [Indexed: 06/12/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Si-Wu-Tang (SWT), a prestigious herbal formula from China, has been extensively used for centuries for female-related diseases. It has been documented that SWT has a significant inhibitory effect on non-triple-negative breast cancer (non-TNBC) cells. However, there has been limited comprehensive analysis of the targeted effects of the anticancer components of SWT and its exact biological mechanism. AIM OF THE STUDY This study aims to uncover the mechanism by which SWT treats non-TNBC by applying a network pharmacological method combined with experimental validation. MATERIALS AND METHODS First, SWT compounds were collected from the Traditional Chinese Medicines Systems Pharmacology database (TCMSP) and The Encyclopedia of Traditional Chinese Medicine (ETCM), and then the targets related to SWT were obtained from the TCMSP and SwissTarget databases. Second, a target data set of non-TNBC proteins was established by using the Online Mendelian Inheritance in Man (OMIM), GeneCards and Gene Expression Omnibus (GEO) databases. Third, based on the overlap of targets between SWT and non-TNBC, a protein-protein interaction (PPI) network was built to analyse the interactions among these targets, which focused on screening for hub targets by topology. On these hub genes, we conducted a meta-analysis and survival analysis to screen the best match targets, ESR1, PPARG, CAT, and PTGS2, which had a strong correlation with the ingredients of SWT in our verification by molecular docking. In vitro experiments further proved the reliability of the network pharmacology findings. Finally, FunRich software and the ClusterProfiler package were utilized for the enrichment analysis of Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) data. RESULTS A total of 141 active ingredients and 116 targets of SWT were selected. GO enrichment analysis showed that the biological processes through which SWT acted against non-TNBC (FDR<0.01) mainly involved modulating energy metabolism and apoptosis. According to RT-qPCR and Western blotting, the mRNA and protein expression of ESR1, PPARG and PTGS2 were upregulated (P < 0.01), and the mRNA and protein levels of CAT were downregulated (P < 0.01), suggesting a multi-gene regulatory molecular mechanism of SWT against non-triple-negative breast cancer. CONCLUSIONS This research explored the multi-gene pharmacological mechanism of action of SWT against non-TNBC through network pharmacology and in vitro experiments. The findings provide new ideas for research on the mechanism of action of Chinese medicine against breast cancer.
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Affiliation(s)
- Zeye Zhang
- School of Life Sciences, Beijing University of Chinese Medicine, No.11 East Road, North 3rd Ring Road, Beijing, 100029, China.
| | - Jia Liu
- School of Life Sciences, Beijing University of Chinese Medicine, No.11 East Road, North 3rd Ring Road, Beijing, 100029, China.
| | - Yifan Liu
- Dongzhimen Hospital Affiliated to Beijing University of Chinese Medicine, Beijing, 100700, China.
| | - Danning Shi
- School of Life Sciences, Beijing University of Chinese Medicine, No.11 East Road, North 3rd Ring Road, Beijing, 100029, China.
| | - Yueshuang He
- School of Life Sciences, Beijing University of Chinese Medicine, No.11 East Road, North 3rd Ring Road, Beijing, 100029, China.
| | - Piwen Zhao
- School of Life Sciences, Beijing University of Chinese Medicine, No.11 East Road, North 3rd Ring Road, Beijing, 100029, China.
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Yeh SJ, Hsu BJ, Chen BS. Systems Medicine Design for Triple-Negative Breast Cancer and Non-Triple-Negative Breast Cancer Based on Systems Identification and Carcinogenic Mechanisms. Int J Mol Sci 2021; 22:ijms22063083. [PMID: 33802957 PMCID: PMC8002730 DOI: 10.3390/ijms22063083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 03/13/2021] [Accepted: 03/16/2021] [Indexed: 11/16/2022] Open
Abstract
Triple-negative breast cancer (TNBC) is a heterogeneous subtype of breast cancers with poor prognosis. The etiology of triple-negative breast cancer (TNBC) is involved in various biological signal cascades and multifactorial aberrations of genetic, epigenetic and microenvironment. New therapeutic for TNBC is urgently needed because surgery and chemotherapy are the only available modalities nowadays. A better understanding of the molecular mechanisms would be a great challenge because they are triggered by cascade signaling pathways, genetic and epigenetic regulations, and drug–target interactions. This would allow the design of multi-molecule drugs for the TNBC and non-TNBC. In this study, in terms of systems biology approaches, we proposed a systematic procedure for systems medicine design toward TNBC and non-TNBC. For systems biology approaches, we constructed a candidate genome-wide genetic and epigenetic network (GWGEN) by big databases mining and identified real GWGENs of TNBC and non-TNBC assisting with corresponding microarray data by system identification and model order selection methods. After that, we applied the principal network projection (PNP) approach to obtain the core signaling pathways denoted by KEGG pathway of TNBC and non-TNBC. Comparing core signaling pathways of TNBC and non-TNBC, essential carcinogenic biomarkers resulting in multiple cellular dysfunctions including cell proliferation, autophagy, immune response, apoptosis, metastasis, angiogenesis, epithelial-mesenchymal transition (EMT), and cell differentiation could be found. In order to propose potential candidate drugs for the selected biomarkers, we designed filters considering toxicity and regulation ability. With the proposed systematic procedure, we not only shed a light on the differences between carcinogenetic molecular mechanisms of TNBC and non-TNBC but also efficiently proposed candidate multi-molecule drugs including resveratrol, sirolimus, and prednisolone for TNBC and resveratrol, sirolimus, carbamazepine, and verapamil for non-TNBC.
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Breast Cancer Type Classification Using Machine Learning. J Pers Med 2021; 11:jpm11020061. [PMID: 33498339 PMCID: PMC7909418 DOI: 10.3390/jpm11020061] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 01/12/2021] [Accepted: 01/15/2021] [Indexed: 11/21/2022] Open
Abstract
Background: Breast cancer is a heterogeneous disease defined by molecular types and subtypes. Advances in genomic research have enabled use of precision medicine in clinical management of breast cancer. A critical unmet medical need is distinguishing triple negative breast cancer, the most aggressive and lethal form of breast cancer, from non-triple negative breast cancer. Here we propose use of a machine learning (ML) approach for classification of triple negative breast cancer and non-triple negative breast cancer patients using gene expression data. Methods: We performed analysis of RNA-Sequence data from 110 triple negative and 992 non-triple negative breast cancer tumor samples from The Cancer Genome Atlas to select the features (genes) used in the development and validation of the classification models. We evaluated four different classification models including Support Vector Machines, K-nearest neighbor, Naïve Bayes and Decision tree using features selected at different threshold levels to train the models for classifying the two types of breast cancer. For performance evaluation and validation, the proposed methods were applied to independent gene expression datasets. Results: Among the four ML algorithms evaluated, the Support Vector Machine algorithm was able to classify breast cancer more accurately into triple negative and non-triple negative breast cancer and had less misclassification errors than the other three algorithms evaluated. Conclusions: The prediction results show that ML algorithms are efficient and can be used for classification of breast cancer into triple negative and non-triple negative breast cancer types.
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Anticancer Effect of Citrus hystrix DC. Leaf Extract and Its Bioactive Constituents Citronellol and, Citronellal on the Triple Negative Breast Cancer MDA-MB-231 Cell Line. Pharmaceuticals (Basel) 2020; 13:ph13120476. [PMID: 33353129 PMCID: PMC7766836 DOI: 10.3390/ph13120476] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 12/08/2020] [Accepted: 12/14/2020] [Indexed: 12/12/2022] Open
Abstract
Triple negative breast cancer is one of the most aggressive breast cancer type with abilities of early metastasis and chemoresistance. The tropical plant Citrus hystrix DC. has been reported to promote many biological activities including anticancer. However, the effect of C. hystrix against triple negative breast cancer has not yet been identified. This study aimed to evaluate the anticancer properties of C. hystrix leaf extract and its bioactive constituents citronellol and citronellal against the triple negative breast cancer MDA-MB-231 cell line. C. hystrix leaves were powdered and sequentially macerated. The in vitro anticancer effects of C. hystrix leaf extracts, and its bioactive constituents (citronellol and citronellal) were evaluated against MDA-MB-231 cell line using cytotoxic MTT assay, cell proliferation, wound scratch migration, colony formation, cell cycle, apoptosis assay, Hoechst staining, RT-qPCR, and Western blot analysis. Results showed that crude hexane extract, citronellol, and citronellal significantly reduced cell proliferation, colony formation, and cell migration by inducing cell cycle arrest, while also inducing apoptosis in MDA-MB-231 cells through inhibition of anti-apoptotic Bcl-2 expression, leading to activation of the caspase-3-dependent pathway. This study is the first report to demonstrate the effect of C. hystrix, citronellol, and citronellal against triple negative breast cancer MDA-MB-231 cells.
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Triple negative breast cancer in the era of miRNA. Crit Rev Oncol Hematol 2020; 157:103196. [PMID: 33307198 DOI: 10.1016/j.critrevonc.2020.103196] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2019] [Revised: 11/12/2020] [Accepted: 12/06/2020] [Indexed: 02/07/2023] Open
Abstract
The objective of this review is to elucidate the role of miRNAs in triple negative breast cancer (TNBC). To achieve our goal, we searched databases such as PubMed, ScienceDirect, Springer, Web of Science and Scopus. We retrieved up to 1233 articles, based a rigorous selection criterion, only 197 articles were extensively reviewed. We selected articles only addressing TNBC, but not other types of breast cancer, with the employed approach being miRNA analysis and/or profiling. Our extensive review resulted in grouping of miRNAs into categories in which specific members of miRNAs have roles in specific mechanism in TNBC i.e., carcinogenesis, invasion, metastasis, apoptosis, diagnosis, prognosis, and treatment. TNBC is an aggressive subtype of breast cancer; therefore, different approaches for accurate diagnosis, prognosis and treatment are needed. In this review we summarize the up-to-date miRNA profiling, prognostic, and therapeutic findings that add to the route of controlling TNBC.
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50
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Buocikova V, Rios-Mondragon I, Pilalis E, Chatziioannou A, Miklikova S, Mego M, Pajuste K, Rucins M, Yamani NE, Longhin EM, Sobolev A, Freixanet M, Puntes V, Plotniece A, Dusinska M, Cimpan MR, Gabelova A, Smolkova B. Epigenetics in Breast Cancer Therapy-New Strategies and Future Nanomedicine Perspectives. Cancers (Basel) 2020; 12:E3622. [PMID: 33287297 PMCID: PMC7761669 DOI: 10.3390/cancers12123622] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Revised: 11/30/2020] [Accepted: 11/30/2020] [Indexed: 12/12/2022] Open
Abstract
Epigenetic dysregulation has been recognized as a critical factor contributing to the development of resistance against standard chemotherapy and to breast cancer progression via epithelial-to-mesenchymal transition. Although the efficacy of the first-generation epigenetic drugs (epi-drugs) in solid tumor management has been disappointing, there is an increasing body of evidence showing that epigenome modulation, in synergy with other therapeutic approaches, could play an important role in cancer treatment, reversing acquired therapy resistance. However, the epigenetic therapy of solid malignancies is not straightforward. The emergence of nanotechnologies applied to medicine has brought new opportunities to advance the targeted delivery of epi-drugs while improving their stability and solubility, and minimizing off-target effects. Furthermore, the omics technologies, as powerful molecular epidemiology screening tools, enable new diagnostic and prognostic epigenetic biomarker identification, allowing for patient stratification and tailored management. In combination with new-generation epi-drugs, nanomedicine can help to overcome low therapeutic efficacy in treatment-resistant tumors. This review provides an overview of ongoing clinical trials focusing on combination therapies employing epi-drugs for breast cancer treatment and summarizes the latest nano-based targeted delivery approaches for epi-drugs. Moreover, it highlights the current limitations and obstacles associated with applying these experimental strategies in the clinics.
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Affiliation(s)
- Verona Buocikova
- Cancer Research Institute, Biomedical Research Center of the Slovak Academy of Sciences, Dubravska Cesta 9, 845 05 Bratislava, Slovakia; (V.B.); (S.M.); (A.G.)
| | - Ivan Rios-Mondragon
- Department of Clinical Dentistry, University of Bergen, Aarstadveien 19, 5009 Bergen, Norway; (I.R.-M.); (M.R.C.)
| | - Eleftherios Pilalis
- e-NIOS Applications Private Company, Alexandrou Pantou 25, 17671 Kallithea, Greece; (E.P.); (A.C.)
- Center of Systems Biology, Biomedical Research Foundation of the Academy of Athens, 11527 Athens, Greece
| | - Aristotelis Chatziioannou
- e-NIOS Applications Private Company, Alexandrou Pantou 25, 17671 Kallithea, Greece; (E.P.); (A.C.)
- Center of Systems Biology, Biomedical Research Foundation of the Academy of Athens, 11527 Athens, Greece
| | - Svetlana Miklikova
- Cancer Research Institute, Biomedical Research Center of the Slovak Academy of Sciences, Dubravska Cesta 9, 845 05 Bratislava, Slovakia; (V.B.); (S.M.); (A.G.)
| | - Michal Mego
- 2nd Department of Oncology, Faculty of Medicine, Comenius University and National Cancer Institute, Klenova 1, 833 10 Bratislava, Slovakia;
| | - Karlis Pajuste
- Latvian Institute of Organic Synthesis, Aizkraukles str. 21, LV-1006 Riga, Latvia; (K.P.); (M.R.); (A.S.); (A.P.)
| | - Martins Rucins
- Latvian Institute of Organic Synthesis, Aizkraukles str. 21, LV-1006 Riga, Latvia; (K.P.); (M.R.); (A.S.); (A.P.)
| | - Naouale El Yamani
- Health Effects Laboratory, NILU-Norwegian Institute for Air Research, 2007 Kjeller, Norway; (N.E.Y.); (E.M.L.); (M.D.)
| | - Eleonora Marta Longhin
- Health Effects Laboratory, NILU-Norwegian Institute for Air Research, 2007 Kjeller, Norway; (N.E.Y.); (E.M.L.); (M.D.)
| | - Arkadij Sobolev
- Latvian Institute of Organic Synthesis, Aizkraukles str. 21, LV-1006 Riga, Latvia; (K.P.); (M.R.); (A.S.); (A.P.)
| | - Muriel Freixanet
- Vall d Hebron, Institut de Recerca (VHIR), 08035 Barcelona, Spain; (M.F.); (V.P.)
| | - Victor Puntes
- Vall d Hebron, Institut de Recerca (VHIR), 08035 Barcelona, Spain; (M.F.); (V.P.)
- Institut Català de Nanosciència i Nanotecnologia (ICN2), Bellaterra, 08193 Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), 08010 Barcelona, Spain
| | - Aiva Plotniece
- Latvian Institute of Organic Synthesis, Aizkraukles str. 21, LV-1006 Riga, Latvia; (K.P.); (M.R.); (A.S.); (A.P.)
| | - Maria Dusinska
- Health Effects Laboratory, NILU-Norwegian Institute for Air Research, 2007 Kjeller, Norway; (N.E.Y.); (E.M.L.); (M.D.)
| | - Mihaela Roxana Cimpan
- Department of Clinical Dentistry, University of Bergen, Aarstadveien 19, 5009 Bergen, Norway; (I.R.-M.); (M.R.C.)
| | - Alena Gabelova
- Cancer Research Institute, Biomedical Research Center of the Slovak Academy of Sciences, Dubravska Cesta 9, 845 05 Bratislava, Slovakia; (V.B.); (S.M.); (A.G.)
| | - Bozena Smolkova
- Cancer Research Institute, Biomedical Research Center of the Slovak Academy of Sciences, Dubravska Cesta 9, 845 05 Bratislava, Slovakia; (V.B.); (S.M.); (A.G.)
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