1
|
Kunjiappan S, Panneerselvam T, Pavadai P, Balakrishnan V, Pandian SRK, Palanisamy P, Sankaranarayanan M, Kabilan SJ, Sundaram GA, Tseng WL, Kumar ASK. Fabrication of folic acid-conjugated pyrimidine-2(5H)-thione-encapsulated curdlan gum-PEGamine nanoparticles for folate receptor targeting breast cancer cells. Int J Biol Macromol 2024; 277:134406. [PMID: 39097067 DOI: 10.1016/j.ijbiomac.2024.134406] [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: 02/19/2024] [Revised: 07/30/2024] [Accepted: 07/31/2024] [Indexed: 08/05/2024]
Abstract
In this study 5-((2-((3-methoxy benzylidene)-amino)-phenyl)-diazenyl)-4,6-diphenyl pyrimidine-2(5H)-thione was synthesized. The pharmacological applications of pyrimidine analogs are restricted due to their poor pharmacokinetic properties. As a solution, a microbial exopolysaccharide (curdlan gum) was used to synthesize folic acid-conjugated pyrimidine-2(5H)-thione-encapsulated curdlan gum-PEGamine nanoparticles (FA-Py-CG-PEGamine NPs). The results of physicochemical properties revealed that the fabricated FA-Py-CG-PEGamine NPs were between 100 and 400 nm in size with a majorly spherical shaped, crystalline nature, and the encapsulation efficiency and loading capacity were 79.04 ± 0.79 %, and 8.12 ± 0.39 % respectively. The drug release rate was significantly higher at pH 5.4 (80.14 ± 0.79 %) compared to pH 7.2. The cytotoxic potential of FA-Py-CG-PEGamine NPs against MCF-7 cells potentially reduced the number of cells after 24 h with 42.27 μg × mL-1 as IC50 value. The higher intracellular accumulation of pyrimidine-2(5H)-thione in MCF-7 cells leads to apoptosis, observed by AO/EBr staining and flow cytometry analysis. The highest pyrimidine-2(5H)-thione internalization in MCF-7 cells may be due to folate conjugated on the surface of curdlan gum nanoparticles. Further, internalized pyrimidine-2(5H)-thione increases the intracellular ROS level, leading to apoptosis and inducing the decalin in mitochondrial membrane potential. These outcomes demonstrated that the FA-Py-CG-PEGamine NPs were specificity-targeting folate receptors on the plasma membranes of MCF-7 Cells.
Collapse
Affiliation(s)
- Selvaraj Kunjiappan
- Department of Biotechnology, Kalasalingam Academy of Research and Education, Krishnankoil 626126, Tamilnadu, India.
| | - Theivendren Panneerselvam
- Department of Pharmaceutical Chemistry, Swamy Vivekanandha College of Pharmacy, Elayampalayam, Namakkal 637205, Tamilnadu, India
| | - Parasuraman Pavadai
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, M.S. Ramaiah University of Applied Sciences, Bengaluru 560054, Karnataka, India
| | - Vanavil Balakrishnan
- Department of Biotechnology, Kalasalingam Academy of Research and Education, Krishnankoil 626126, Tamilnadu, India
| | - Sureshbabu Ram Kumar Pandian
- Department of Biotechnology, Kalasalingam Academy of Research and Education, Krishnankoil 626126, Tamilnadu, India
| | - Ponnusamy Palanisamy
- School of Mechanical Engineering, Vellore Institute of Technology, Vellore 632014, Tamilnadu, India
| | - Murugesan Sankaranarayanan
- Medicinal Chemistry Research Laboratory, Department of Pharmacy, Birla Institute of Technology and Science-Pilani, Pilani Campus, Pilani-333031, Rajasthan, India
| | | | - Ganeshraja Ayyakannu Sundaram
- Department of Research Analytics, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences, Poonamallee High Road, Chennai 600 077, Tamilnadu, India
| | - Wei-Lung Tseng
- Department of Chemistry, National Sun Yat-sen University, No. 70, Lien-hai Road, Gushan District, Kaohsiung city 80424, Taiwan; School of Pharmacy, Kaohsiung Medical University, No. 100, Shiquan 1st Road, Sanmin District, Kaohsiung city 80708, Taiwan
| | | |
Collapse
|
2
|
Ouedraogo SY, Zeye MMJ, Zhou X, Kiendrebeogo TI, Zoure AA, Chen H, Chen F, Ma C. Colorimetric detection of single-nucleotide mutations based on rolling circle amplification and G-quadruplex-based DNAzyme. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2024; 16:5785-5792. [PMID: 39140250 DOI: 10.1039/d4ay01080a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/15/2024]
Abstract
In this work, we proposed a sensitive and selective colorimetric assay for single nucleotide mutation (SNM) detection combining rolling circle amplification (RCA) and G-quadruplex/hemin DNAzyme complex formation. In the detection principle, the first step involves ssDNA hybridization with a padlock probe (PLP) DNA, which can discriminate a single base mismatch. The successful ligation is followed by an RCA event to generate an abundance of G-quadruplexes (GQ-RCA) which are then transformed into a DNAzyme (G-quadruplex/hemin complex) by the addition of hemin. The color change from colorless 3,3',5,5'-tetramethylbenzidine (TMB) into colored oxTMB when hydrogen peroxide (H2O2) is added indicated the presence of a mutation. The assay had a limit of detection (LOD) of 2.14 pM. Mutations in samples from breast cancer patients were successfully detected with an accuracy of 100% when compared to Sanger sequencing results. The method is easily applicable even in resource poor setting regions given that it doesn't require any sophisticated or expensive instruments, and the signal readout is detectable simply by the naked eye. Our assay might be a useful tool for genetic analysis and clinical molecular diagnosis for breast cancer risk assessment and early detection.
Collapse
Affiliation(s)
- Serge Yannick Ouedraogo
- Department of Biochemistry and Molecular Biology, School of Life Sciences, Central South University, Changsha 410013, Hunan, China.
- Biomolecular Research Center Pietro Annigoni (CERBA), LABIOGENE, University of Ouaga 1 Pr Joseph KI ZERBO, UFR/SVT, Burkina Faso
| | - Moutanou Modeste Judes Zeye
- Department of Medical Parasitology, School of Basic Medicine, Central South University, Changsha 410013, Hunan, China
| | - Xi Zhou
- Department of Biochemistry and Molecular Biology, School of Life Sciences, Central South University, Changsha 410013, Hunan, China.
| | | | - Abdou Azaque Zoure
- Biomolecular Research Center Pietro Annigoni (CERBA), LABIOGENE, University of Ouaga 1 Pr Joseph KI ZERBO, UFR/SVT, Burkina Faso
- Department of Biomedical and Public Health, Institute of Health Sciences Research (IRSS/CNRST), Burkina Faso
| | - Hanchun Chen
- Department of Biochemistry and Molecular Biology, School of Life Sciences, Central South University, Changsha 410013, Hunan, China.
| | - Fangzhi Chen
- Department of Urology, The Second Xiangya Hospital of Central South University, Changsha 410007, Hunan, China.
| | - Changbei Ma
- Department of Biochemistry and Molecular Biology, School of Life Sciences, Central South University, Changsha 410013, Hunan, China.
| |
Collapse
|
3
|
Soltani Irdmusa N, Bashi Zadeh Fakhar H, Heshmati M, Akbari ME, Rahimi S. Comparison of BRCA1 Gene Expression and CA15-3 Tumor Marker Level in Different Stages of Breast Cancer. Breast J 2024; 2024:3461694. [PMID: 39742378 PMCID: PMC11333139 DOI: 10.1155/2024/3461694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Revised: 07/04/2024] [Accepted: 07/11/2024] [Indexed: 01/03/2025]
Abstract
Breast cancer (BC), a globally prevalent malignancy, shows significant variability in incidence across different geographical regions. In this study, we examined the expression of the tumor suppressor gene BRCA1 and the tumor marker CA15-3 in women diagnosed with BC, focusing on different cancer grades. Our research, conducted at the Baqiyat Elah Hospital in Tehran in 2021, involved collecting blood and serum samples from BC patients. These samples underwent BRCA1 gene expression analysis and CA15-3 tumor marker assessment. Using the AJCC grading system, we categorized BC patients into various grades. Our findings revealed that BRCA1 gene expression was present in 28.57% of patients, while 71.43% showed negative expression. Both BRCA1 expression and CA15-3 levels significantly increased with advanced cancer stages (P < 0.001). These results suggest the potential utility of BRCA1 gene expression and CA15-3 tumor marker assessment in BC prognosis and management, particularly concerning staging and disease progression. This study provides valuable insights into the biology of BC and the development of prognostic markers for improved patient outcomes.
Collapse
Affiliation(s)
- Negar Soltani Irdmusa
- Department of Cell and Molecular SciencesFaculty of Advanced Sciences and TechnologyTehran Medical ScienceIslamic Azad University, Tehran, Iran
| | | | - Masoumeh Heshmati
- Department of Cell and Molecular SciencesFaculty of Advanced Sciences and TechnologyTehran Medical ScienceIslamic Azad University, Tehran, Iran
| | | | - Sara Rahimi
- Department of Cell and Molecular SciencesFaculty of Advanced Sciences and TechnologyTehran Medical ScienceIslamic Azad University, Tehran, Iran
| |
Collapse
|
4
|
Mondal J, Chakraborty K, Bunggulawa EJ, An JM, Revuri V, Nurunnabi M, Lee YK. Recent advancements of hydrogels in immunotherapy: Breast cancer treatment. J Control Release 2024; 372:1-30. [PMID: 38849092 DOI: 10.1016/j.jconrel.2024.06.003] [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: 02/29/2024] [Revised: 05/21/2024] [Accepted: 06/01/2024] [Indexed: 06/09/2024]
Abstract
Breast cancer is the most prevalent cancer among women and the leading cause of cancer-related deaths in this population. Recent advances in Immunotherapy, or combined immunotherapy, offering a more targeted and less toxic approach, expand the survival rate of patients more than conventional treatment. Notably, hydrogels, a versatile platform provided promising avenues to combat breast cancer in preclinical studies and extended to clinical practices. With advantages such as the alternation of tumor microenvironment, immunomodulation, targeted delivery of therapeutic agents, and their sustained release at specific sites of interest, hydrogels can potentially be used for the treatment of breast cancer. This review highlights the advantages, mechanisms of action, stimuli-responsiveness properties, and recent advancements of hydrogels for treating breast cancer immunotherapy. Moreover, post-treatment and its clinical translations are discussed in this review. The integration of hydrogels in immunotherapy strategies may pave the way for more effective, personalized, and patient-friendly approaches to combat breast cancer, ultimately contributing to a brighter future for breast cancer patients.
Collapse
Affiliation(s)
- Jagannath Mondal
- 4D Convergence Technology Institute, Korea National University of Transportation, Jeungpyeong 27909, Republic of Korea; Department of Green Bioengineering, Korea National University of Transportation, Chungju 27470, Republic of Korea; Department of Pharmaceutics, School of Pharmacy, University of Washington, Seattle, WA, USA
| | - Kushal Chakraborty
- Department of IT and Energy Convergence (BK21 FOUR), Korea National University of Transportation, Chungju 27469, Republic of Korea
| | - Edwin J Bunggulawa
- Department of Green Bioengineering, Korea National University of Transportation, Chungju 27470, Republic of Korea
| | - Jeong Man An
- Department of Bioengineering, College of Engineering, Hanyang University, Seoul 04763, Republic of Korea
| | - Vishnu Revuri
- Department of Green Bioengineering, Korea National University of Transportation, Chungju 27470, Republic of Korea
| | - Md Nurunnabi
- Department of Pharmaceutical Sciences, School of Pharmacy, University of Texas at El Paso, El Paso, TX 79902, United States; Biomedical Engineering Program, College of Engineering, University of Texas at El Paso, El Paso, TX 79968, United States.
| | - Yong-Kyu Lee
- 4D Convergence Technology Institute, Korea National University of Transportation, Jeungpyeong 27909, Republic of Korea; Department of Green Bioengineering, Korea National University of Transportation, Chungju 27470, Republic of Korea; Department of Chemical & Biological Engineering, Korea National University of Transportation, Chungju 27470, Republic of Korea.
| |
Collapse
|
5
|
Tufail M, Hu JJ, Liang J, He CY, Wan WD, Huang YQ, Jiang CH, Wu H, Li N. Predictive, preventive, and personalized medicine in breast cancer: targeting the PI3K pathway. J Transl Med 2024; 22:15. [PMID: 38172946 PMCID: PMC10765967 DOI: 10.1186/s12967-023-04841-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 12/27/2023] [Indexed: 01/05/2024] Open
Abstract
Breast cancer (BC) is a multifaceted disease characterized by distinct molecular subtypes and varying responses to treatment. In BC, the phosphatidylinositol 3-kinase (PI3K) pathway has emerged as a crucial contributor to the development, advancement, and resistance to treatment. This review article explores the implications of the PI3K pathway in predictive, preventive, and personalized medicine for BC. It emphasizes the identification of predictive biomarkers, such as PIK3CA mutations, and the utility of molecular profiling in guiding treatment decisions. The review also discusses the potential of targeting the PI3K pathway for preventive strategies and the customization of therapy based on tumor stage, molecular subtypes, and genetic alterations. Overcoming resistance to PI3K inhibitors and exploring combination therapies are addressed as important considerations. While this field holds promise in improving patient outcomes, further research and clinical trials are needed to validate these approaches and translate them into clinical practice.
Collapse
Affiliation(s)
- Muhammad Tufail
- Department of Oral and Maxillofacial Surgery, Center of Stomatology, Xiangya Hospital, Central South University, Changsha, China
| | - Jia-Ju Hu
- Department of Oral and Maxillofacial Surgery, Center of Stomatology, Xiangya Hospital, Central South University, Changsha, China
| | - Jie Liang
- Department of Oral and Maxillofacial Surgery, Center of Stomatology, Xiangya Hospital, Central South University, Changsha, China
| | - Cai-Yun He
- Department of Oral and Maxillofacial Surgery, Center of Stomatology, Xiangya Hospital, Central South University, Changsha, China
| | - Wen-Dong Wan
- Department of Oral and Maxillofacial Surgery, Center of Stomatology, Xiangya Hospital, Central South University, Changsha, China
| | - Yu-Qi Huang
- Department of Oral and Maxillofacial Surgery, Center of Stomatology, Xiangya Hospital, Central South University, Changsha, China
| | - Can-Hua Jiang
- Department of Oral and Maxillofacial Surgery, Center of Stomatology, Xiangya Hospital, Central South University, Changsha, China
- Institute of Oral Precancerous Lesions, Central South University, Changsha, China
- Research Center of Oral and Maxillofacial Tumor, Xiangya Hospital, Central South University, Changsha, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Hong Wu
- State Key Laboratory of Powder Metallurgy, Central South University, Changsha, 410083, China
| | - Ning Li
- Department of Oral and Maxillofacial Surgery, Center of Stomatology, Xiangya Hospital, Central South University, Changsha, China.
- Institute of Oral Precancerous Lesions, Central South University, Changsha, China.
- Research Center of Oral and Maxillofacial Tumor, Xiangya Hospital, Central South University, Changsha, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China.
| |
Collapse
|
6
|
Ndiaye R, Diop JPD, Dem A, Dieye A. Genetic contribution of breast cancer genes in women of black African origin. Front Genet 2023; 14:1302645. [PMID: 38192440 PMCID: PMC10773823 DOI: 10.3389/fgene.2023.1302645] [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: 09/26/2023] [Accepted: 12/01/2023] [Indexed: 01/10/2024] Open
Abstract
Breast cancer (BC) is an increasing public health issue worldwide. BC incidence and mortality rates are rising in transitioning countries in Africa, with the most rapid increase occurring in Sub-Saharan Africa (SSA). Female BC represents 25.8% of all cancer diagnosis in SSA. Early age at onset, high grade and triple negative tumors are hallmarks of BC in this region, associated with germline pathogenic variants in susceptibility genes. While several genes have been associated with genetic predisposition (BRCA1, BRCA2, PALB2, TP53, PTEN, CDH1, STK11, ATM, CHEK2, NBN, BARD1, BRIP1, RAD50, RAD51C, RAD51D, … ), most studies have reported contribution of BRCA1 and BRCA2 pathogenic variants. Genetic contribution of BRCA genes has been estimated at 27% in Caucasian women. Available data from population of African origin are scarce and have mainly focused on pathogenic variants of BRCA1 and BRCA2. Reports from main studies on large sample size highlighted that BRCA1 still the major gene associated with BC in SSA. In addition, BRCA2, PALB2, and P53, are also on the top major genes with high penetrance, associated with BC. Mutation spectrum of BC genes in black African women seems to be different from Caucasian with increasing number of founder mutations identified. We hypothesis that the genetic contribution of known BC genes may be different between women of black African origin compared to Caucasians. In this review we explore the genetic contribution of known breast cancer genes in women of African origin, and discuss perspectives for prevention and patients care strategies in the era of precision medicine.
Collapse
Affiliation(s)
- Rokhaya Ndiaye
- Division of Human Genetics, Faculty of Medicine, Pharmacy and Odonto-Stomatology, University Cheikh Anta DIOP, Dakar, Senegal
| | - Jean Pascal Demba Diop
- Division of Human Genetics, Faculty of Medicine, Pharmacy and Odonto-Stomatology, University Cheikh Anta DIOP, Dakar, Senegal
| | - Ahmadou Dem
- Department of Oncology, Faculty of Medicine, Pharmacy and Odonto-Stomatology, University Cheikh Anta DIOP, Dakar, Senegal
| | - Alioune Dieye
- Department of Immunology, Faculty of Medicine, Pharmacy and Odonto-Stomatology, University Cheikh Anta DIOP, Dakar, Senegal
| |
Collapse
|
7
|
Shain J, Michel A, May MS, Qunaj L, El-Sadr W, Chung WK, Appelbaum PS, Jacobson JS, Justman J, Neugut AI. Cancer genetic mutation prevalence in sub-Saharan Africa: A review of existing data. Semin Oncol 2023; 50:123-130. [PMID: 38171987 DOI: 10.1053/j.seminoncol.2023.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 12/15/2023] [Accepted: 12/16/2023] [Indexed: 01/05/2024]
Abstract
BACKGROUND Cancer represents a leading cause of death worldwide. Germline mutations in several genes increase the risk of developing several cancers, including cancers of the breast, ovary, pancreas, colorectum, and melanoma. An understanding of the population prevalence of pathogenic germline variants can be helpful in the design of public health interventions, such as genetic testing, which has downstream implications for cancer screening, prevention, and treatment. While population-based studies of pathogenic germline variants exist, most such studies have been conducted in White populations. Limited data exist regarding the prevalence of germline mutations within sub-Saharan African populations. MATERIALS AND METHODS We identified countries defined as sub-Saharan Africa by the World Bank and conducted a scoping literature review using PubMed. For each country, we identified and summarized studies that focused on the prevalence of germline genetic mutations with sample sizes >10 and in a population directly from sub-Saharan Africa, either with or without diseases associated with the relevant genetic mutations. Studies that evaluated the prevalence of somatic or likely benign variants were excluded. RESULTS Within the 48 countries in sub-Saharan Africa, we identified 34 studies which meet the inclusion criteria. Twenty studies were conducted in South Africa, Nigeria, or Burkina Faso; four countries had more than two published papers. We found that 33 of 48 countries in sub-Saharan Africa lacked any genetic studies. Notably, there has been an increase in relevant studies starting in 2020. Importantly, of the 34 studies identified, 29 included data on BRCA1 or BRCA2. Data on the prevalence of mutations contributing to familial cancer syndromes other than BRCA1 and BRCA2 was limited. CONCLUSIONS While some progress has been made towards understanding the prevalence of germline mutations in cancer susceptibility genes, the characterization of genetic mutations among sub-Saharan African populations remains strikingly incomplete. Given the genetic diversity in the region, there remains a great need for large-scale, population-based studies to understand the prevalence of germline pathogenic variants and adequately capture all the subpopulations in this part of the world.
Collapse
Affiliation(s)
- Joshua Shain
- Department of Medicine, Vagelos College of Physicians & Surgeons, Columbia University, New York, NY
| | - Alissa Michel
- Department of Medicine, Vagelos College of Physicians & Surgeons, Columbia University, New York, NY
| | - Michael S May
- Department of Medicine, Vagelos College of Physicians & Surgeons, Columbia University, New York, NY
| | - Lindor Qunaj
- Department of Medicine, Vagelos College of Physicians & Surgeons, Columbia University, New York, NY
| | - Wafaa El-Sadr
- Department of Medicine, Vagelos College of Physicians & Surgeons, Columbia University, New York, NY; Herbert Irving Comprehensive Cancer Center, Vagelos College of Physicians & Surgeons, Columbia University, New York, NY; Department of Epidemiology and ICAP, Mailman School of Public Health, Columbia University, New York, NY
| | - Wendy K Chung
- Department of Medicine, Vagelos College of Physicians & Surgeons, Columbia University, New York, NY; Department of Psychiatry, Vagelos College of Physicians & Surgeons, Columbia University, New York, NY; Department of Epidemiology and ICAP, Mailman School of Public Health, Columbia University, New York, NY
| | - Paul S Appelbaum
- Herbert Irving Comprehensive Cancer Center, Vagelos College of Physicians & Surgeons, Columbia University, New York, NY; Department of Epidemiology and ICAP, Mailman School of Public Health, Columbia University, New York, NY
| | - Judith S Jacobson
- Department of Epidemiology and ICAP, Mailman School of Public Health, Columbia University, New York, NY
| | - Jessica Justman
- Department of Medicine, Vagelos College of Physicians & Surgeons, Columbia University, New York, NY; Department of Epidemiology and ICAP, Mailman School of Public Health, Columbia University, New York, NY
| | - Alfred I Neugut
- Department of Medicine, Vagelos College of Physicians & Surgeons, Columbia University, New York, NY; Department of Epidemiology and ICAP, Mailman School of Public Health, Columbia University, New York, NY.
| |
Collapse
|
8
|
Wang X, Huang H, Liu X, Li J, Wang L, Li L, Li Y, Han T. Immunogenic cell death-related classifications in breast cancer identify precise immunotherapy biomarkers and enable prognostic stratification. Front Genet 2022; 13:1052720. [PMID: 36437951 PMCID: PMC9685311 DOI: 10.3389/fgene.2022.1052720] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Accepted: 10/27/2022] [Indexed: 12/01/2023] Open
Abstract
Background: Immunogenic cell death (ICD) remodels the tumor immune microenvironment, plays an inherent role in tumor cell apoptosis, and promotes durable protective antitumor immunity. Currently, appropriate biomarker-based ICD immunotherapy for breast cancer (BC) is under active exploration. Methods: To determine the potential link between ICD genes and the clinical risk of BC, TCGA-BC was used as the training set and GSE58812 was used as the validation set. Gene expression, consistent clustering, enrichment analysis, and mutation omics analyses were performed to analyze the potential biological pathways of ICD genes involved in BC. Furthermore, a risk and prognosis model of ICD was constructed to evaluate the correlation between risk grade and immune infiltration, clinical stage, and survival prognosis. Results: We identified two ICD-related subtypes by consistent clustering and found that the C2 subtype was associated with good survival prognosis, abundant immune cell infiltration, and high activity of immune biological processes. Based on this, we constructed and validated an ICD risk and prognosis model of BC, including ATG5, HSP90AA1, PIK3CA, EIF2AK3, MYD88, IL1R1, and CD8A. This model can effectively predict the survival rate of patients with BC and is negatively correlated with the immune microenvironment and clinical stage. Conclusion: This study provides new insights into the role of ICD in BC. The novel classification risk model based on ICD in BC established in this study can aid in estimating the potential prognosis of patients with BC and the clinical outcomes of immunotherapy and postulates targets that are more useful in comprehensive treatment strategies.
Collapse
Affiliation(s)
- Xue Wang
- Pharmacology of Traditional Chinese Medical Formulae, College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Hailiang Huang
- College of Rehabilitation Medicine, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Xijian Liu
- Pharmacology of Traditional Chinese Medical Formulae, College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Jiuwei Li
- College of Medical, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Lu Wang
- Office of Academic Research, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Ling Li
- Pharmacology of Traditional Chinese Medical Formulae, College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Yaxing Li
- Pharmacology of Traditional Chinese Medical Formulae, College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Tao Han
- Pharmacology of Traditional Chinese Medical Formulae, College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, China
| |
Collapse
|