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Cheng LL, Ye F, Xu T, Li HJ, Li WM, Fan XF. Nomogram Model for Predicting Minimal Breast Cancer Based on Clinical and Ultrasonic Characteristics. Int J Womens Health 2024; 16:2173-2184. [PMID: 39713091 PMCID: PMC11663381 DOI: 10.2147/ijwh.s482291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Accepted: 12/12/2024] [Indexed: 12/24/2024] Open
Abstract
Purpose To construct a nomogram prediction model on minimal breast cancer (≦ 10 mm) based on clinical and ultrasound parameters. Methods Clinical and ultrasound data of 433 patients with minimal breast lesions was conducted in this retrospective study. Patients were randomly divided into a training set and a validation set with a ratio of 7:3. Independent risk factors for minimal breast cancer were selected by the least absolute shrinkage and selection operator (LASSO) regression and multivariable logistic regression analysis to construct a nomogram prediction model. The calibration curve, the clinical decision curve analysis (DCA) and the area under the curve (AUC) of the receiver operating characteristic (ROC) curve were used to evaluate the diagnostic efficacy of the model. Results Age, margin, shape, and breast density were independent risk factors for malignant minimal breast lesions (P < 0.05). The AUC of the training set and validation set of the nomogram prediction model were 0.875, the sensitivity were 75.0% and 88.9%, the specificity were 83.8% and 77.7%, respectively. The mean absolute error (MAE) of the training set and validation set of the calibration curve were 0.01 and 0.024, respectively. Conclusion The nomogram prediction model has good discrimination, calibration and clinical practical value in the training set and validation set. The minimal breast cancer prediction model based on clinical and ultrasonic features possesses high clinical value, facilitating the early diagnosis of minimal breast cancer.
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Affiliation(s)
- Liang-Ling Cheng
- Wuxi school of medicine, Jiangnan University, Wuxi, People’s Republic of China
| | - Feng Ye
- Wuxi school of medicine, Jiangnan University, Wuxi, People’s Republic of China
| | - Tian Xu
- School of Environmental Engineering, Wuxi University, Wuxi, People’s Republic of China
| | - Hong-Jian Li
- Department of Ultrasound, Huai’an Cancer Hospital, Huai’an, People’s Republic of China
| | - Wei-Min Li
- Department of Ultrasound, Affiliated Hospital of Jiangnan University, Wuxi, People’s Republic of China
| | - Xiao-Fang Fan
- Department of Ultrasound, Affiliated Hospital of Jiangnan University, Wuxi, People’s Republic of China
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Xie L, Zhang K, You B, Yin H, Zhang P, Shan Y, Gu Z, Zhang Q. Hypoxic nasopharyngeal carcinoma-derived exosomal miR-455 increases vascular permeability by targeting ZO-1 to promote metastasis. Mol Carcinog 2023; 62:803-819. [PMID: 36929868 DOI: 10.1002/mc.23525] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 01/28/2023] [Accepted: 02/20/2023] [Indexed: 03/18/2023]
Abstract
Nasopharyngeal carcinoma (NPC), the most frequent reason for treatment failure in head and neck tumors, has the greatest incidence of distant metastases. Increased vascular permeability facilitates metastasis. Exosomal microRNAs (miRNAs) have been implicated in the development of the premetastatic niche and are emerging as prospective biomarkers in cancer patients. We discovered that a higher level of miR-455 was connected to a larger propensity for NPC metastasis based on deep sequencing and RT-qPCR. We found that hypoxia promoted NPC exosomes release and increased miR-455 expression in a way that was hypoxia-inducible factor 1-alpha (HIF-1α) dependent. Exosomes from NPC cells with high levels of miR-455 were found to specifically target zonula occludens 1 (ZO-1), increasing the permeability of endothelial monolayers in vitro vascular permeability and transendothelial invasion experiments. Additional in vivo studies showed that zebrafish with sustained miR-455-overexpressing NPC cell xenografts displayed increased tumor cell mass throughout the body. In vivo, zebrafish vascular tight junction integrity was disrupted by exosomes produced by NPC cells with elevated miR-455 expression. Mice-bearing xenografts further supported the finding that exosomes containing miR-455 might reduce ZO-1 expression in addition to promote NPC cell growth. These findings suggest that in a hypoxic microenvironment, exosomal miR-455 released by NPC cells enhances vascular permeability and promotes metastasis by targeting ZO-1. The HIF-1α-miR-455-ZO-1 signaling pathway may be a promising predictor and potential therapeutic target for NPC with metastasis.
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Affiliation(s)
- Lixiao Xie
- Department of Otorhinolaryngology-Head and Neck Surgery, The Otolaryngology Research Institute and Clinical Research Center, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, Jiangsu Province, China.,Institute of Otolaryngology Head and Neck Surgery, Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, China
| | - Kaiwen Zhang
- Department of Otorhinolaryngology-Head and Neck Surgery, The Otolaryngology Research Institute and Clinical Research Center, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, Jiangsu Province, China.,Institute of Otolaryngology Head and Neck Surgery, Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, China
| | - Bo You
- Department of Otorhinolaryngology-Head and Neck Surgery, The Otolaryngology Research Institute and Clinical Research Center, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, Jiangsu Province, China.,Institute of Otolaryngology Head and Neck Surgery, Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, China
| | - Haimeng Yin
- Department of Otorhinolaryngology-Head and Neck Surgery, The Otolaryngology Research Institute and Clinical Research Center, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, Jiangsu Province, China.,Institute of Otolaryngology Head and Neck Surgery, Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, China
| | - Panpan Zhang
- Department of Otorhinolaryngology-Head and Neck Surgery, The Otolaryngology Research Institute and Clinical Research Center, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, Jiangsu Province, China.,Institute of Otolaryngology Head and Neck Surgery, Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, China
| | - Ying Shan
- Department of Otorhinolaryngology-Head and Neck Surgery, The Otolaryngology Research Institute and Clinical Research Center, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, Jiangsu Province, China.,Institute of Otolaryngology Head and Neck Surgery, Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, China
| | - Zhifeng Gu
- Research Center of Clinical Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, China
| | - Qicheng Zhang
- Department of Otorhinolaryngology-Head and Neck Surgery, The Otolaryngology Research Institute and Clinical Research Center, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, Jiangsu Province, China.,Institute of Otolaryngology Head and Neck Surgery, Affiliated Hospital of Nantong University, Nantong, Jiangsu Province, China
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Balkrishna A, Mittal R, Arya V. Unveiling Role of MicroRNAs in Metastasizing Triple Negative Breast Cancer: From Therapeutics to Delivery. Curr Drug Targets 2023; 24:509-520. [PMID: 36892021 DOI: 10.2174/1389450124666230308154551] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 12/04/2022] [Accepted: 01/11/2023] [Indexed: 03/10/2023]
Abstract
Triple negative breast cancers are malignant, heterogeneous tumors with high histological grades, increased reoccurrence, and cancer-related death rates. TNBC metastasis to the brain, lungs, liver, and lymph nodes is a complex process regulated by epithelial to mesenchymal transition, intravasation, extravasation, stem cell niche, and migration. Aberrant expression of miRNAs, also known as a transcriptional regulators of genes, may function as oncogenes or tumor suppressors. In this review, we systematically elucidated the biogenesis and tumor suppressor role of miRNA in targeting distant metastasis of TNBC cells and the above-mentioned underlying mechanisms involved in complicating the disease. Apart from their therapeutic implications, the emerging roles of miRNAs as prognostic markers have also been discussed. To overcome delivery bottlenecks, RNA nanoparticles, nano-diamonds, exosomes, and mesoporous silica nanoparticle-mediated delivery of miRNAs have been contemplated. Altogether, the present review article uncovers the potential role of miRNA in antagonizing distant metastasis of TNBC cells, and highlights their clinical significance as prognostic markers and possible drug delivery strategies to enhance the likely outcome of miRNA-based therapy against the disease.
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Affiliation(s)
- Acharya Balkrishna
- Patanjali Herbal Research Department, Patanjali Research Institute, Haridwar, India
| | - Rashmi Mittal
- Patanjali Herbal Research Department, Patanjali Research Institute, Haridwar, India
| | - Vedpriya Arya
- Patanjali Herbal Research Department, Patanjali Research Institute, Haridwar, India
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Nair MG, Somashekaraiah VM, Ramamurthy V, Prabhu JS, Sridhar TS. miRNAs: Critical mediators of breast cancer metastatic programming. Exp Cell Res 2021; 401:112518. [PMID: 33607102 DOI: 10.1016/j.yexcr.2021.112518] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Revised: 02/06/2021] [Accepted: 02/08/2021] [Indexed: 12/14/2022]
Abstract
MicroRNA mediated aberrant gene regulation has been implicated in several diseases including cancer. Recent research has highlighted the role of epigenetic modulation of the complex process of breast cancer metastasis by miRNAs. miRNAs play a crucial role in the process of metastatic evolution by facilitating alterations in the phenotype of tumor cells and the tumor microenvironment that promote this process. They act as critical determinants of the multi-step progression starting from carcinogenesis all the way to organotropism. In this review, we focus on the current understanding of the compelling role of miRNAs in breast cancer metastasis.
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Affiliation(s)
- Madhumathy G Nair
- Division of Molecular Medicine, St. John's Research Institute, Bangalore, India.
| | | | - Vishakha Ramamurthy
- Division of Molecular Medicine, St. John's Research Institute, Bangalore, India
| | - Jyothi S Prabhu
- Division of Molecular Medicine, St. John's Research Institute, Bangalore, India
| | - T S Sridhar
- Division of Molecular Medicine, St. John's Research Institute, Bangalore, India
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