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Huang Y, Cao Y, Chen H, Lan X, Tang S, Zhang Z, Yin T, Wang X, Zhang J. Quantifying tumor morphological complexity based on pretreatment MRI fractal analysis for predicting pathologic complete response and survival in breast cancer: a retrospective, multicenter study. Breast Cancer Res 2025; 27:86. [PMID: 40394616 PMCID: PMC12090479 DOI: 10.1186/s13058-025-02034-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Accepted: 04/22/2025] [Indexed: 05/22/2025] Open
Abstract
BACKGROUND The tumor morphological complexity is closely associated with treatment response and prognosis in patients with breast cancer. However, conveniently quantifiable tumor morphological complexity methods are currently lacking. METHODS Women with breast cancer who underwent NAC and pretreatment MRI were retrospectively enrolled at four centers from May 2010 to April 2023. MRI-based fractal analysis was used to calculate fractal dimensions (FDs), quantifying tumor morphological complexity. Features associated with pCR were identified using multivariable logistic regression analysis, upon which a nomogram model was developed, and assessed by the area under the receiver operating characteristic curve (AUC). Cox proportional hazards analysis was used to identify independent prognostic factors for disease-free survival (DFS) and overall survival (OS) and develop nomogram models. RESULTS A total of 1109 patients (median age, 49 years [IQR, 43-54 years]) were included. The training, external validation cohort 1, and cohort 2 included 435, 351, and 323 patients, respectively. HR status (odds ratio [OR], 0.234 [0.135, 0.406]; P < 0.001), HER2 status (OR, 3.320 [1.923, 5.729]; P < 0.001), and Global FD (OR, 0.352 [0.261, 0.480]; P < 0.001) were independent predictors of pCR. The nomogram model for predicting pCR achieved AUCs of 0.80 (95% CI: 0.75, 0.86) and 0.74 (95% CI: 0.68, 0.79) in the external validation cohorts. The nomogram model, which integrated global FD and clinicopathological variables can stratify prognosis into low-risk and high-risk groups (log-rank test, DFS: P = 0.04; OS: P < 0.001). CONCLUSIONS Global FD can quantify tumor morphological complexity and the model that combines global FD and clinicopathological variables showed good performance in predicting pCR to NAC and survival in patients with breast cancer.
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Affiliation(s)
- Yao Huang
- School of Medicine, Chongqing University, Chongqing, China
- Department of Radiology, Chongqing University Cancer Hospital, Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing, 400030, China
| | - Ying Cao
- School of Medicine, Chongqing University, Chongqing, China
- Department of Radiology, Chongqing University Cancer Hospital, Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing, 400030, China
| | - Huifang Chen
- Department of Radiology, Chongqing University Cancer Hospital, Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing, 400030, China
| | - Xiaosong Lan
- Department of Radiology, Chongqing University Cancer Hospital, Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing, 400030, China
| | - Sun Tang
- Department of Radiology, Chongqing University Cancer Hospital, Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing, 400030, China
| | - Zhitao Zhang
- Siemens Healthineers Digital Technology (Shanghai) Co., Ltd., Shanghai, China
| | - Ting Yin
- MR Collaborations, Siemens Healthineers Ltd., Chengdu, China
| | - Xiaoxia Wang
- Department of Radiology, Chongqing University Cancer Hospital, Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing, 400030, China.
| | - Jiuquan Zhang
- Department of Radiology, Chongqing University Cancer Hospital, Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing, 400030, China.
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Xu F, Wang K, Xu C, Xu J, Zhu C, Zhu Y, Zhu C, Zhang W, Zhang J, Li Z, Guan X. Enrichment and Detection of HER2-Expressing Extracellular Vesicles Based on DNA Tetrahedral Nanostructures: A New Strategy for Liquid Biopsy in Breast Cancer. Anal Chem 2025; 97:9212-9219. [PMID: 40116571 DOI: 10.1021/acs.analchem.4c06417] [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: 03/23/2025]
Abstract
Extracellular vesicles (EVs) play a crucial role as important mediators of intercellular communication in the progression of tumors. The capture and analysis of tumor-derived EVs offer new possibilities for the application of cancer liquid biopsies. This study aims to construct a DNA tetrahedral nanostructure that specifically recognizes HER2 and CD63, enabling the effective enrichment and detection of HER2-expressing EVs (HEVs). We enriched HEVs from cell lines and 13 random clinical samples and validated their characteristics by dynamic light scattering, transmission electron microscopy, and Western blotting. Further, we detected HEVs levels in clinical samples. The HEVs levels in HER2-positive breast cancer patients were significantly higher than those in healthy/benign controls (mean, 4.737 vs 4.160 vs 4.144 U/μL, P < 0.0001), displaying a concentration gradient across different HER2 expression levels. This study establishes an approach for HEV detection, thus providing a new tool for the diagnosis of HER2-positive breast cancer.
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Affiliation(s)
- Feng Xu
- Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Ke Wang
- Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Chi Xu
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100005, China
| | - Jingtong Xu
- Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Chengjun Zhu
- Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Ye Zhu
- Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Chuandong Zhu
- Department of Oncology, Nanjing Second Hospital, Nanjing 210003, China
| | - Wenwen Zhang
- Department of Oncology, Nanjing First Hospital, Nanjing 210006, China
| | - Jian Zhang
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
| | - Zhe Li
- Department of Biomedical Engineering, College of Engineering and Applied Sciences, Nanjing University, Nanjing 210000, China
- State Key Laboratory of Analytical Chemistry for Life Science, Nanjing University, Nanjing 210000, China
| | - Xiaoxiang Guan
- Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
- Jiangsu Key Lab of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Personalized Cancer Medicine, Nanjing Medical University, Nanjing 211100, China
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Ge Q, Zhang W, Li C, Li X, Wang Z, Li X. The Role of PAX7 in Breast Cancer Prognosis and Its Mechanistic Involvement in the Wnt/β-Catenin Pathway. J Cell Mol Med 2025; 29:e70602. [PMID: 40370330 PMCID: PMC12079090 DOI: 10.1111/jcmm.70602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2024] [Revised: 04/05/2025] [Accepted: 04/30/2025] [Indexed: 05/16/2025] Open
Abstract
Breast cancer significantly affects women's lives globally. While PAX7 (Paired Box 7), a regulatory protein linked to muscle growth, has been connected to various cancers, its role in breast cancer is not well understood. This study explores PAX7's significance in breast cancer and its mechanisms. RNA-seq data from the TCGA database assessed PAX7 expression across cancer types. Prognostic value in breast cancer was evaluated using Kaplan-Meier and Cox regression analyses. Functional experiments, including high-throughput sequencing, cell growth analysis, colony formation, Transwell assays, and Western blot analysis, were conducted on PAX7 knockdown cell lines (MDA-MB-468 and MDA-MB-231). Results showed high PAX7 expression in breast cancer linked to lower survival rates. PAX7 knockdown affected over 2000 genes and inhibited cancer cell proliferation, migration, and invasion, involving the Wnt/β-catenin pathway. SKL2001 reversed these effects. PAX7 is a potential prognostic biomarker and therapeutic target, with elevated levels indicating a poor prognosis. Further research on PAX7-targeted therapies is needed.
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Affiliation(s)
- Qidong Ge
- Department of OncologyNingbo No. 2 HospitalNingboZhejiangPeople's Republic of China
- Department of Breast SurgeryNingbo No. 2 HospitalNingboZhejiangPeople's Republic of China
| | - Wei Zhang
- Department of OncologyNingbo No. 2 HospitalNingboZhejiangPeople's Republic of China
- Department of Breast SurgeryNingbo No. 2 HospitalNingboZhejiangPeople's Republic of China
| | - Chao Li
- Department of OncologyNingbo No. 2 HospitalNingboZhejiangPeople's Republic of China
- Department of Breast SurgeryNingbo No. 2 HospitalNingboZhejiangPeople's Republic of China
| | - Xinlin Li
- Department of OncologyNingbo No. 2 HospitalNingboZhejiangPeople's Republic of China
- Department of Breast SurgeryNingbo No. 2 HospitalNingboZhejiangPeople's Republic of China
| | - Zhen Wang
- Department of AnesthesiologyThe First Affiliated Hospital of Ningbo UniversityNingboZhejiangPeople's Republic of China
| | - Xujun Li
- Department of OncologyNingbo No. 2 HospitalNingboZhejiangPeople's Republic of China
- Department of Breast SurgeryNingbo No. 2 HospitalNingboZhejiangPeople's Republic of China
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Chen W, Zeng S, Zhong J, Zou J, Lei Y, Chen X, Mei Q, Luo Q. Mapping immune cell dynamics and macrophage plasticity in breast cancer tumor microenvironment through single-cell analysis. Discov Oncol 2025; 16:625. [PMID: 40293603 PMCID: PMC12037460 DOI: 10.1007/s12672-025-02419-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2024] [Accepted: 04/17/2025] [Indexed: 04/30/2025] Open
Abstract
Breast cancer (BRCA) is a complex disease influenced by the tumor microenvironment, where interactions between immune cells and cancer cells play a crucial role in tumor progression and response to therapy. Understanding the intricacies of these interactions requires detailed analysis at the single-cell level, enabling the identification of specific immune cell subpopulations and their functional roles within the tumor milieu. This study comprehensively analyzed immune cell subpopulations and macrophage subtypes in BRCA using single-cell RNA sequencing technology and various computational tools. Initially, Sc-Type software accurately identified and annotated immune cell subpopulations, followed by CNV analysis using infercnv software, revealing significant CNV variations in epithelial cells. Subsequently, macrophages were re-clustered into 5 clusters, and their biological significance and functional features were assessed. CellChat analysis elucidated potential interactions between macrophage subtypes and BRCA cells, primarily through SPP1-CD44 and LGALS9-CD44 signaling networks. Additionally, CytoTRACE and Monocle were employed to analyze cellular plasticity and differentiation trajectories of macrophage subtypes. Furthermore, efferocytosis-related gene set scoring, transcription factor analysis, and risk score development were conducted, followed by immune infiltration and tumor mutation burden analysis, revealing increased immune infiltration and higher TMB levels in the high-risk group. These findings offer crucial insights into the interaction mechanisms of immune cells and macrophage subtypes within the BRCA tumor microenvironment, aiding in the understanding of tumor progression and therapeutic interventions.
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Affiliation(s)
- Wang Chen
- Department of Pharmacy, The Affiliated Guangzhou Red Cross Hospital of Jinan University, Guangzhou, 510220, People's Republic of China
| | - Siyu Zeng
- Department of Pharmacy, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, No. 466, Xingangzhong Road, Haizhu District, Guangzhou, 510317, People's Republic of China
| | - Junyong Zhong
- Department of Oncology, Longgang Central Hospital of Shenzhen, Shenzhen, 518116, People's Republic of China
| | - Jian Zou
- Department of Pharmacy, The Affiliated Guangzhou Red Cross Hospital of Jinan University, Guangzhou, 510220, People's Republic of China
- School of Pharmacy, Jinan University, Guangzhou, 510632, China
| | - Yanli Lei
- Department of Pharmacy, The 2, People's Hospital of Bijie, Bijie, , Guizhou, China
| | - Xiaohan Chen
- Department of Pharmacy, The Affiliated Guangzhou Red Cross Hospital of Jinan University, Guangzhou, 510220, People's Republic of China
| | - Qinghua Mei
- Department of Pharmacy, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, No. 466, Xingangzhong Road, Haizhu District, Guangzhou, 510317, People's Republic of China.
| | - Qianhua Luo
- Department of Pharmacy, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, No. 466, Xingangzhong Road, Haizhu District, Guangzhou, 510317, People's Republic of China.
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Amani AM, Tayebi L, Vafa E, Bazargan-Lari R, Abbasi M, Vaez A, Kamyab H, Rajendran S, Azizli MJ. Exploring the revolutionary potential of MXene nanoparticles in breast Cancer therapy: A review of applications and future prospects. Int Immunopharmacol 2025; 152:114411. [PMID: 40090084 DOI: 10.1016/j.intimp.2025.114411] [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: 11/12/2024] [Revised: 03/01/2025] [Accepted: 03/02/2025] [Indexed: 03/18/2025]
Abstract
Breast cancer is a leading cause of cancer-related deaths in women worldwide. Early detection and accurate diagnosis are crucial for successful treatment and improving patient outcomes. Nanoparticles, such as MXenes, have emerged as a promising tool for various breast cancer applications due to their unique properties. MXenes possess a high surface area and excellent biocompatibility, and can be engineered to enhance targeting ability, as well as mechanical, electrochemical, and optical properties. This review article explores the potential of MXenes in breast cancer detection and treatment, including miRNA detection, MRI-guided photothermal therapy, combined therapy, and immunotherapy. MXenes can be used for miRNA detection, which has shown promise as a biomarker for breast cancer. MXenes can also be used for MRI-guided photothermal therapy, where they can absorb light and convert it into heat to destroy cancer cells. Additionally, MXenes can be used in combination therapy with other drugs to enhance their efficacy. MXenes can also be used for immunotherapy by enhancing the immune response against cancer cells. The article also discusses the future prospects of MXenes in breast cancer research and their cytotoxicity effects. The use of MXenes in breast cancer research is a novel approach with great potential for improving patient outcomes.
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Affiliation(s)
- Ali Mohammad Amani
- Department of Medical Nanotechnology, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Lobat Tayebi
- Institute for Engineering in Medicine, Health & Human Performance (EnMed), Batten College of Engineering and Technology, Old Dominion University, Norfolk, VA 23529, USA
| | - Ehsan Vafa
- Department of Medical Nanotechnology, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Reza Bazargan-Lari
- Department of Materials Science and Engineering, M. C., Islamic Azad University, Marvdasht, Iran
| | - Milad Abbasi
- Department of Medical Nanotechnology, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Ahmad Vaez
- Department of Tissue Engineering and Applied Cell Sciences, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Hesam Kamyab
- Universidad UTE, Centro de Investigación en Salud Públicay Epidemiología Clínica (CISPEC), Quito 170527, Ecuador; Department of Biomaterials, Saveetha Dental College and Hospital, Saveetha Institute of Medical and Technical Sciences, Chennai 600077, India; The KU-KIST Graduate School of Energy and Environment, Korea University, 145 Anam-Ro, Seongbuk-Gu, Seoul, 02841, Republic of Korea.
| | - Saravanan Rajendran
- Instituto de Alta Investigación, Universidad de Tarapacá, Arica 1000000, Chile
| | - Mohammad Javad Azizli
- Department of Medical Nanotechnology, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran; Department of Polymer Engineering and Chemical Engineering, Rasht Branch, Islamic Azad University, Rasht, Iran.
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Datta M, Abouassali S, Raman S, Blue C, Marcaccini R, Mountziaris P, Deng X, Bandyopadhyay D, McGuire KP. The Relationship Between Radiation History and Outcomes of Immediate Implant-Based Breast Reconstruction. Clin Breast Cancer 2025:S1526-8209(25)00096-5. [PMID: 40345948 DOI: 10.1016/j.clbc.2025.04.005] [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: 11/03/2024] [Revised: 04/01/2025] [Accepted: 04/04/2025] [Indexed: 05/11/2025]
Abstract
BACKGROUND Postmastectomy Radiotherapy (PMRT) has become standard of care for patients with breast cancer. However, local recurrence following breast conserving therapy is increasing in incidence due to increased survivorship. The relationship between prior radiation therapy, PMRT and immediate breast reconstruction (IBR) outcomes has not been widely studied. We aim to assess factors that correlate with post-IBR complications in the face of radiation therapy. METHODS An IRB approved retrospective cohort review of 262 patients was completed using our tumor registry to identify female patients age ≥ 18 with and without history of radiation who underwent mastectomy with IBR. Operative, clinical, and pathological data was collected, and univariate and multiple logistic regression analyses were conducted to evaluate the relationship between receipt of radiation and major and minor complications. Kaplan-Meier analysis was also conducted to assess the differences between the time to receipt of radiation and cancer recurrence amongst the 3 treatment groups. RESULTS There was no correlation between major or minor complications and a history of prior radiation. Patients with PMRT demonstrated a higher incidence of "other" minor complications (OR 2.8, CI 1.27-6.28, P = .01), such as erythema and edema. There was a higher incidence of implant exposure requiring reoperation (OR 5.7, CI 1.36-23.78, P = .01) and "other'' minor complications (OR 3.1, CI 1.32-7.35, P < .001) in patients with PMRT. Receipt of PMRT was associated with lower survival in compared to patients with no history of radiation treatment. CONCLUSION Our study found no significant associations between history of prior radiation and surgical complications after mastectomy and IBR. However, patients with PMRT were at increased risk of developing minor complications requiring reoperation. This suggests that we should discuss radiation concerns preoperatively and manage expectations regarding its effect on outcome.
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Affiliation(s)
- Mallika Datta
- Department of Surgery, School of Medicine, Virginia Commonwealth University, Richmond, VA.
| | - Sarah Abouassali
- Department of Surgery, School of Medicine, Virginia Commonwealth University, Richmond, VA
| | - Shreya Raman
- Department of Surgery, School of Medicine, Virginia Commonwealth University, Richmond, VA
| | - Christian Blue
- Department of Surgery, School of Medicine, Virginia Commonwealth University, Richmond, VA
| | - Robert Marcaccini
- Department of Surgery, School of Medicine, Virginia Commonwealth University, Richmond, VA
| | - Paschalia Mountziaris
- Department of Surgery, School of Medicine, Virginia Commonwealth University, Richmond, VA
| | - Xiaoyan Deng
- Department of Biostatistics, School of Public Health, Virginia Commonwealth University, Richmond, VA
| | - Dipankar Bandyopadhyay
- Department of Biostatistics, School of Public Health, Virginia Commonwealth University, Richmond, VA
| | - Kandace P McGuire
- Department of Surgery, School of Medicine, Virginia Commonwealth University, Richmond, VA
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Zhang W, Liu Z, Luo L, Xu L, Ma Q, Huang S, Hong T. GC-MS- and LC-TOF-MS/MS-based ginger volatile oil serum analysis and the potential mechanism of the anticancer effect of serum component citral on MCF-7 breast cancer cells. J Pharm Pharmacol 2025; 77:532-549. [PMID: 39589181 DOI: 10.1093/jpp/rgae116] [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: 03/01/2024] [Accepted: 08/21/2024] [Indexed: 11/27/2024]
Abstract
BACKGROUND To explore the blood components of ginger volatile oil (GVO) after gastric perfusion in rats and its different metabolites from blank serum and the network pharmacological analysis and preliminary verification of the main components against breast cancer. METHODS A total of 20 male rats were randomly allocated to 10 control groups and 10 experimental groups. The administration group was given diluted GVO and the blank group was given the same amount of soybean oil (weigh 12 g of GVO diluted to 100 ml with soybean oil), the serum of rats in the given and blank groups was analyzed by gas chromatography-time-of-flight mass spectrometry, and the differential metabolites were screened and enriched, and the blood components were analyzed by ultra-high-performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometry (UPLC-Q-TOF-MS). RESULTS A total of 34 different metabolites were screened, and 31 original components were identified. The content of citral in volatile oil and serum is high, and the pathway of action is also closely related to the results of network pharmacology. Cell experiments showed that both drug-containing serum and citral significantly inhibited the proliferation and lateral transfer ability of breast cancer MCF-7 cells in a concentration and time-dependent manner, flow cytometry was used to measure apoptosis, and the experimental results showed that the proportion of early and late apoptosis was significantly increased in each group compared with the control group, and the proportion of total apoptosis showed a certain concentration-dependent trend. CONCLUSIONS A combination of serum metabolism, network pharmacology, and experiments was employed; this study offers a significant contribution to the clarification of the material basis and molecular mechanism of GVO- medicated serum against breast cancer.
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Affiliation(s)
- Wenkai Zhang
- Experimental Animal Science and Technology Center of Jiangxi University of Chinese Medicine, Nanchang, Jiangxi 330004, China
- Laboratory of Pathological Research on Experimental Animals of Nanchang, Jiangxi University of Chinese Medicine, Nanchang, Jiangxi 330004, China
| | - Zhiyong Liu
- Experimental Animal Science and Technology Center of Jiangxi University of Chinese Medicine, Nanchang, Jiangxi 330004, China
- Laboratory of Pathological Research on Experimental Animals of Nanchang, Jiangxi University of Chinese Medicine, Nanchang, Jiangxi 330004, China
| | - Liming Luo
- Experimental Animal Science and Technology Center of Jiangxi University of Chinese Medicine, Nanchang, Jiangxi 330004, China
| | - Lei Xu
- Experimental Animal Science and Technology Center of Jiangxi University of Chinese Medicine, Nanchang, Jiangxi 330004, China
| | - Qiuting Ma
- Experimental Animal Science and Technology Center of Jiangxi University of Chinese Medicine, Nanchang, Jiangxi 330004, China
| | - Shuai Huang
- Experimental Animal Science and Technology Center of Jiangxi University of Chinese Medicine, Nanchang, Jiangxi 330004, China
| | - Tao Hong
- Clinical Medical College of Jiangxi University of Chinese Medicine, Nanchang, Jiangxi 330004, China
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Xia C, Wu S, Zhong Y, Wang J, Yao A, Liu B. Clinical Study of Post-Chemotherapy Cardiotoxicity in Breast Cancer Patients Based on Ultrasound Radiomics. Echocardiography 2025; 42:e70136. [PMID: 40159400 DOI: 10.1111/echo.70136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2024] [Revised: 02/23/2025] [Accepted: 03/11/2025] [Indexed: 04/02/2025] Open
Abstract
PURPOSE The aim of this study is to develop and validate a combined model based on ultrasound radiomics to detect cardiotoxicity after chemotherapy in patients with breast cancer. METHODS In this paper, we included 208 patients with breast cancer diagnosed pathologically and after chemotherapy, of whom had high-quality echocardiographic images; among them, 105 cases experienced cardiotoxicity, while 103 cases did not, which were divided into a training set and a validation set using a wholly randomized method according to a ratio of 7:3. Then, the left ventricular myocardium in the parasternal long-axis view of echocardiography was manually traced, the myocardial features of each image were extracted and filtered, and then a radiomics model was established; lastly, we plotted the receiver operating characteristic (ROC) curve; calculated the area under the curve (AUC); and assessed the diagnostic performance of the model. RESULTS The AUC of the combined model in the training set was 0.88 (95%CI,0.828-0.936), which was higher than the clinical model at 0.73 (95%CI,0.646-0.807) and the radiomics model at 0.84 (95%CI,0.774-0.903). In the validation set, the AUC of the combined model was 0.87 (95%CI,0.783-0.959), which was higher than the clinical model at 0.75 (95%CI,0.631-0.877) and the radiomics model at 0.81 (95%CI,0.698-0.917). The combined model of the training group and the validation group had statistical significance compared to both the clinical model and the radiomics model (Z = -4.066, p < 0.001; Z = -1.977, p = 0.048); (Z = -1.986, p = 0.047; Z = -2.142, p = 0.032). Meanwhile, the results of Hosmer-Lemeshow goodness-of-fit test were favorable (the training group: X2 = 6.776, p = 0.561; the validation group: X2 = 11.949, p = 0.154). CONCLUSION The combined model based on radiomics is an effective tool for the early diagnosis of cardiac toxicity in breast cancer patients after chemotherapy. It helps to detect cardiotoxicity of breast cancer patients during chemotherapy.
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Affiliation(s)
- Caiyun Xia
- Department of Ultrasound Medicine, YIJISHAN Hospital, Wannan Medical College, Wuhu, Anhui, China
| | - Shutian Wu
- Department of Ultrasound Medicine, YIJISHAN Hospital, Wannan Medical College, Wuhu, Anhui, China
| | - Yuxin Zhong
- Department of Ultrasound Medicine, YIJISHAN Hospital, Wannan Medical College, Wuhu, Anhui, China
| | - Jiangtao Wang
- Department of Ultrasound Medicine, YIJISHAN Hospital, Wannan Medical College, Wuhu, Anhui, China
| | - Alin Yao
- Quality Control Department, YIJISHAN Hospital, Wannan Medical College, Wuhu, Anhui, China
| | - Biaohu Liu
- Department of Ultrasound Medicine, YIJISHAN Hospital, Wannan Medical College, Wuhu, Anhui, China
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Peng S, Sun P, Liu J, Tao J, Zhu W, Yang F. Imaging Microstructural Parameters of Breast Tumor in Patient Using Time-Dependent Diffusion: A Feasibility Study. Diagnostics (Basel) 2025; 15:823. [PMID: 40218173 PMCID: PMC11988359 DOI: 10.3390/diagnostics15070823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2025] [Revised: 03/12/2025] [Accepted: 03/24/2025] [Indexed: 04/14/2025] Open
Abstract
Objectives: To explore the feasibility of time-dependent diffusion in clinical applications of breast MRI, as well as the capacity of quantitative microstructural mapping for characterizing the cellular properties in malignant and benign breast tumors. Methods: 38 patients with 45 lesions were enrolled. Diffusion MRI acquisition was conducted with a combination of pulsed gradient spin-echo sequences (PGSE) and oscillating gradient spin-echo (OGSE) on a 3T MRI scanner. The microstructural parameters including cellularity extracellular diffusivity (Dex), mean cell size, intracellular volume fraction (νin), and the apparent diffusion coefficient (ADC) values were calculated. Each parameter was compared using the unpaired t-test between malignant and benign tumors. The area under the receiver operating characteristic curve (AUC) values was used to evaluate the diagnostic performance of different indices. Results: The mean diameter, Dex, ADC0Hz, ADC25Hz, and ADC50Hz were significantly lower in the malignant group than in the benign group (p < 0.001), while νin and cellularity were significantly higher in the malignant group (p < 0.001). All the microstructural parameters and time-dependent ADC values achieved high accuracy in differentiating between malignant and benign tumors of the breast. For microstructural parameters, the AUC of the cellularity was greater than others (AUC = 0.936). In an immunohistochemical subgroup comparison, the PR-positive group had significantly lower νin and cellularity, and significantly elevated Dex and ADC0Hz compared to the negative groups (p < 0.05). When combining diffusion parameters (cellularity, diameter, and ADC25Hz), the highest diagnostic performance was obtained with an AUC of 0.969. Conclusions: DWI with a short diffusion time is capable of providing additional microstructural parameters in differentiating between benign and malignant breast tumors. The time-dependent diffusion MRI parameters have the potential to serve as a non-invasive tool to probe the differences in the internal structures of breast lesions.
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Affiliation(s)
- Shuyi Peng
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang Avenue 1277, Wuhan 430022, China; (S.P.); (J.L.); (J.T.); (W.Z.)
- Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, Wuhan 430022, China
- Hubei Key Laboratory of Molecular Imaging, Wuhan 430022, China
| | - Peng Sun
- Philips Healthcare, Beijing 100600, China;
| | - Jie Liu
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang Avenue 1277, Wuhan 430022, China; (S.P.); (J.L.); (J.T.); (W.Z.)
- Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, Wuhan 430022, China
- Hubei Key Laboratory of Molecular Imaging, Wuhan 430022, China
| | - Juan Tao
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang Avenue 1277, Wuhan 430022, China; (S.P.); (J.L.); (J.T.); (W.Z.)
- Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, Wuhan 430022, China
- Hubei Key Laboratory of Molecular Imaging, Wuhan 430022, China
| | - Wenying Zhu
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang Avenue 1277, Wuhan 430022, China; (S.P.); (J.L.); (J.T.); (W.Z.)
- Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, Wuhan 430022, China
- Hubei Key Laboratory of Molecular Imaging, Wuhan 430022, China
| | - Fan Yang
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang Avenue 1277, Wuhan 430022, China; (S.P.); (J.L.); (J.T.); (W.Z.)
- Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, Wuhan 430022, China
- Hubei Key Laboratory of Molecular Imaging, Wuhan 430022, China
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10
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Naqi A, Khan MA, Najmi AK. Significance of phosphoinositide 3-kinase inhibitors in advanced breast cancer: a systematic review and meta-analysis. Clin Transl Oncol 2025; 27:950-959. [PMID: 39126618 DOI: 10.1007/s12094-024-03629-8] [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: 05/20/2024] [Accepted: 07/19/2024] [Indexed: 08/12/2024]
Abstract
BACKGROUND The Phosphoinositide 3-kinase (PI3K) inhibitors may be used in cancer progression and mortality along with standard therapy to improve therapeutic efficacy of Advanced Breast Cancer (ABC). PURPOSE This systematic review and meta- analysis were conducted to understand the therapeutic and toxicity profile of PI3K inhibitors in ABC. METHODS The electronic databases were searched for suitable trials as per the criteria. The outcomes assessed were Progression- Free Survival, Objective Response Rate and Disease Control Rate. The data were systematically reviewed and meta-analyzed by Mantele- Haenszel method. RESULTS Seven studies were included in the systematic review and meta- analysis. The co- administration of PI3K inhibitors with standard therapy improved the Progression- Free Survival significantly, while a marginal improvement was observed in Objective Response Rate, no difference in Disease Control Rate and toxicity significantly increased. CONCLUSIONS The addition of PI3K inhibitors decreased the risk of progression but increased the risk of toxicity.
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Affiliation(s)
- Asma Naqi
- Department of Pharmacology, School of Pharmaceutical Education and Research, Jamia Hamdard, Delhi, 110062, New Delhi, India
| | - Mohammad Ahmed Khan
- Department of Pharmacology, School of Pharmaceutical Education and Research, Jamia Hamdard, Delhi, 110062, New Delhi, India.
| | - Abul Kalam Najmi
- Department of Pharmacology, School of Pharmaceutical Education and Research, Jamia Hamdard, Delhi, 110062, New Delhi, India
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11
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Sun S, Chen Y, Liu Y, Li C, Miao S, Yang B, Yu F. A Multicenter Cohort Study on Ultrasound-based Deep Learning Nomogram for Predicting Post-Neoadjuvant Chemotherapy Axillary Lymph Node Status in Breast Cancer Patients. Acad Radiol 2025; 32:1252-1263. [PMID: 39406583 DOI: 10.1016/j.acra.2024.09.065] [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: 07/27/2024] [Revised: 09/21/2024] [Accepted: 09/29/2024] [Indexed: 03/03/2025]
Abstract
RATIONALE AND OBJECTIVES The aim of this study was to evaluate the capability of an ultrasound (US)-based deep learning (DL) nomogram for predicting axillary lymph node (ALN) status after neoadjuvant chemotherapy (NAC) in breast cancer patients and its potential to assist radiologists in diagnosis. METHODS Two medical centers retrospectively recruited 535 node-positive breast cancer patients who had undergone NAC. Center 1 included 288 patients in the training cohort and 123 patients in the internal validation cohort, while center 2 enrolled 124 patients for the external validation cohort. Five DL models (ResNet 34, ResNet 50, VGG19, GoogLeNet, and DenseNet 121) were trained on pre- and post-NAC US images, and the best model was chosen. A US-based DL nomogram was constructed using DL predictive probabilities and clinicopathological characteristics. Furthermore, the performances of radiologists were compared with and without the assistance of the nomogram. RESULT ResNet 50 performed best among all DL models, achieving areas under the curve (AUCs) of 0.837 and 0.850 in the internal and external validation cohorts, respectively. The US-based DL nomogram demonstrated strong predictive ability for ALN status post-NAC, with AUCs of 0.890 and 0.870 in the internal and external validation cohorts, respectively, outperforming both the clinical model and the DL model (p all < 0.05, except p = 0.19 for DL model in external validation cohort). Moreover, the nomogram significantly improved radiologists' diagnostic ability. CONCLUSION The US-based DL nomogram is promising for predicting ALN status post-NAC and could assist radiologists for better diagnostic performance.
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Affiliation(s)
- Shuhan Sun
- Department of Ultrasound, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Yajing Chen
- Department of Ultrasound, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Yutong Liu
- Department of Ultrasound, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Cuiying Li
- Department of Ultrasound, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Shumei Miao
- Department of Information, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Bin Yang
- Department of Ultrasound, Jinling Clinical Medical College, Nanjing Medical University, Nanjing 210002, China
| | - Feihong Yu
- Department of Ultrasound, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China.
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12
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Pellicciaro M, Materazzo M, Bertolo A, Tacconi F, Bastone SA, Calicchia F, Eskiu D, Toscano E, Sadri A, Treglia M, Berretta M, Longo B, Cervelli V, Buonomo OC, Vanni G. Evaluating Tumor Size to Ki67 Proliferation Index Ratio for Optimizing Surgical Axillary Treatment Decisions in Breast Cancer Patients. Cancers (Basel) 2025; 17:798. [PMID: 40075646 PMCID: PMC11898471 DOI: 10.3390/cancers17050798] [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: 02/01/2025] [Revised: 02/21/2025] [Accepted: 02/24/2025] [Indexed: 03/14/2025] Open
Abstract
Despite advancements in breast cancer surgery, the decision-making process for axillary treatment remains complex, necessitating new predictors like the tumor size to Ki67 proliferation index ratio. Intraoperative examination of the sentinel lymph node is performed to reduce the risk of a secondary surgery. Several studies have demonstrated that even in the presence of moderate nodal involvement, local disease control can be achieved by omitting axillary lymph node dissection (ALND). The aim of our retrospective study is to compare patients subjected to sentinel lymph node biopsy (SNLB) with or without intraoperative evaluation. This study included patients with breast cancer who underwent breast-conserving surgery and SNLB. Of the 551 patients, 333 (60.4%) underwent an SNLB intraoperative evaluation (SLNB-IE), while 218 (39.6%) underwent sentinel lymph node dissection diagnostic evaluation (SLNB-DE). Our analysis revealed that the tumor size to Ki67 ratio is an independent predictive factor for axillary tumor burden, suggesting its utility in surgical decision-making. A secondary ALND was performed in 2 (0.6%) vs. 7 (2.8%), p = 0.032, and in 1 (0.4%) vs. 4 (2.1%), p = 0.171, excluding patients with T ≥ 2. Surgical time was significantly shorter (p > 0.001) in the SLNB-DE group. According to a multivariate analysis, lesion dimension (OR 1.678; 95%CI 1.019-2.145; WALD:7.588; p = 0.006) and the ratio of lesion dimension to the Ki67 proliferation index (OR 0.08; 95%CI 0.011-0.141; WALD:11.004 p = 0.001) were both predictive factors for a higher axillary tumor burden. A value of 0.425, which is the ratio of tumor dimension to the Ki67 proliferation index, was identified as a predictor of tumor burden in the axilla (sensitivity, 78%; specificity, 87.5%). Intraoperative evaluation of SNLB may be omitted but could be considered in potential candidates for cyclin inhibitor and cN0 therapy with a higher ratio of tumor dimension to the Ki67 proliferation index in order to avoid secondary surgery.
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Affiliation(s)
- Marco Pellicciaro
- Breast Unit Policlinico Tor Vergata, Department of Surgical Science, Tor Vergata University, Viale Oxford 81, 00133 Rome, Italy; (M.M.); (A.B.); (F.C.); (O.C.B.); (G.V.)
- PhD Program in Applied Medical-Surgical Sciences, Department of Surgical Science, Tor Vergata University, 00133 Rome, Italy
| | - Marco Materazzo
- Breast Unit Policlinico Tor Vergata, Department of Surgical Science, Tor Vergata University, Viale Oxford 81, 00133 Rome, Italy; (M.M.); (A.B.); (F.C.); (O.C.B.); (G.V.)
- PhD Program in Applied Medical-Surgical Sciences, Department of Surgical Science, Tor Vergata University, 00133 Rome, Italy
| | - Alice Bertolo
- Breast Unit Policlinico Tor Vergata, Department of Surgical Science, Tor Vergata University, Viale Oxford 81, 00133 Rome, Italy; (M.M.); (A.B.); (F.C.); (O.C.B.); (G.V.)
| | - Federico Tacconi
- Unit of Thoracic Surgery, Department of Surgical Sciences, Tor Vergata University, 00133 Rome, Italy; (F.T.); (S.A.B.)
| | - Sebastiano Angelo Bastone
- Unit of Thoracic Surgery, Department of Surgical Sciences, Tor Vergata University, 00133 Rome, Italy; (F.T.); (S.A.B.)
| | - Francesco Calicchia
- Breast Unit Policlinico Tor Vergata, Department of Surgical Science, Tor Vergata University, Viale Oxford 81, 00133 Rome, Italy; (M.M.); (A.B.); (F.C.); (O.C.B.); (G.V.)
| | - Denisa Eskiu
- Faculty of Medicine, Università Cattolica Nostra Signora Del Buon Consiglio, 1000 Tirana, Albania;
| | - Enrica Toscano
- Medical Oncology Unit, Department of Human Pathology “G. Barresi”, University of Messina, 98100 Messina, Italy;
| | - Amir Sadri
- Plastic Surgery, Great Ormond Hospital for Children NHS Foundation Trust, London WC1N 3JH, UK;
| | - Michele Treglia
- Department of Surgical Sciences, Tor Vergata University, 00133 Rome, Italy;
- Laif (Laboratorio di Antropologia e Invecchiamento Forense), Sezione di Medicina Legale, Sicurezza Sociale e Tossicologia Forense, Tor Vergata University, 00133 Rome, Italy
| | - Massimiliano Berretta
- Department of Clinical and Experimental Medicine, University of Messina, 98100 Messina, Italy;
| | - Benedetto Longo
- Plastic and Reconstructive Surgery at Department of Surgical Science, Tor Vergata University, 00133 Rome, Italy; (B.L.); (V.C.)
| | - Valerio Cervelli
- Plastic and Reconstructive Surgery at Department of Surgical Science, Tor Vergata University, 00133 Rome, Italy; (B.L.); (V.C.)
| | - Oreste Claudio Buonomo
- Breast Unit Policlinico Tor Vergata, Department of Surgical Science, Tor Vergata University, Viale Oxford 81, 00133 Rome, Italy; (M.M.); (A.B.); (F.C.); (O.C.B.); (G.V.)
- Department of Health Science, University of Basilicata, Via Nazario Sauro, 85, 85100 Potenza, Italy
| | - Gianluca Vanni
- Breast Unit Policlinico Tor Vergata, Department of Surgical Science, Tor Vergata University, Viale Oxford 81, 00133 Rome, Italy; (M.M.); (A.B.); (F.C.); (O.C.B.); (G.V.)
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Alonso-Ron C, Vethencourt A, González-Suárez E, Oruezabal RI. Triple-Negative Breast Cancer Systemic Treatment: Disruptive Early-Stage Developments for Overcoming Stagnation in the Advanced Pipeline. Cancers (Basel) 2025; 17:633. [PMID: 40002228 PMCID: PMC11853049 DOI: 10.3390/cancers17040633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2024] [Revised: 02/06/2025] [Accepted: 02/11/2025] [Indexed: 02/27/2025] Open
Abstract
New breast cancer (BC) diagnoses will soon reach 2.5-3 million/year worldwide, with 15-25% of them being triple-negative breast cancer (TNBC), the most aggressive type, characterized for lacking the main pharmacological targets: estrogen and progesterone receptors (ERs and PRs), as well as HER2 overexpression. Therefore, chemotherapy remains the almost-unique systemic treatment for TNBC. However, some targeted therapies are recommended for use in combination with chemotherapy; namely, PARP inhibitors for BRCA-mutated TNBC, the immune checkpoint inhibitors pembrolizumab and atezolizumab, as well as the antibody-drug conjugates sacituzumab govitecan and trastuzumab deruxtecan, the latter for HER2low subtypes. Regardless of the limited benefits they provide, other treatments with similar mechanisms of action are being investigated in advanced clinical stages. Further, therapies that benefit other cancers, like PI3K/Akt/mTOR pathway and CDK4/6 inhibitors, are still being investigated for TNBC, although convincing results have not been obtained. Given this scenario, it might appear innovation for TNBC treatments has become stuck. However, the huge unmet medical need drives intense research into the biology of the disease. As a result, emerging disruptive therapies are being tested in early-stage trials, designed for novel targets and applying cutting-edge advances in immunotherapy and precision oncology.
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Affiliation(s)
- Carlos Alonso-Ron
- Spanish National Cancer Research Center (CNIO), 28029 Madrid, Spain;
| | - Andrea Vethencourt
- Bellvitge Biomedical Research Institute (IDIBELL), 08908 Barcelona, Spain;
- Catalan Institute of Oncology, 08908 Barcelona, Spain
- Faculty of Medicine and Health Sciences, University of Barcelona, 08907 Barcelona, Spain
| | - Eva González-Suárez
- Spanish National Cancer Research Center (CNIO), 28029 Madrid, Spain;
- Bellvitge Biomedical Research Institute (IDIBELL), 08908 Barcelona, Spain;
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14
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Akyildiz A, Ismayilov R, Abdurrahimli N, Ormanci A, Guven DC, Tuncel M, Onur MR, Aksoy S. Impact of trastuzumab emtansine (T-DM1) on spleen volume in patients with HER2-positive metastatic breast cancer. Jpn J Clin Oncol 2025; 55:100-105. [PMID: 39385508 PMCID: PMC11792071 DOI: 10.1093/jjco/hyae141] [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: 07/24/2024] [Accepted: 09/27/2024] [Indexed: 10/12/2024] Open
Abstract
BACKGROUND Trastuzumab emtansine (T-DM1) is a novel therapy for human epidermal growth factor receptor 2 (HER2)-positive metastatic breast cancer, combining the targeted action of trastuzumab with the cytotoxic effects of emtansine. Although T-DM1 has demonstrated greater efficacy and safety compared to traditional therapies, concerns about hepatotoxicity and spleen-related complications have arisen. METHODS We conducted a retrospective study of 64 HER2-positive metastatic breast cancer patients treated with T-DM1 at our institution. Patients underwent computed tomography or magnetic resonance imaging at baseline and during treatment cycles. Spleen volume, portal vein diameter, and laboratory values were compared between baseline and 12 months after T-DM1 treatment. RESULTS Median spleen volume significantly increased from 201 cm3 (IQR, 157-275) at baseline to 291 cm3 (IQR, 215-420) after 12 months of T-DM1 treatment (P < 0.001). Spleen enlargement was observed in 87.5% of patients, while no significant alteration was detected in portal vein diameter. The change in spleen volume was positively correlated with changes in serum globulin levels, liver enzymes, and bilirubin levels, but did not impact survival outcomes. CONCLUSIONS T-DM1 therapy in HER2-positive metastatic breast cancer leads to significant spleen enlargement and systemic biochemical changes. Future studies should focus on elucidating the long-term implications of these findings and optimizing monitoring strategies for spleen-related complications.
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Affiliation(s)
- Arif Akyildiz
- Department of Medical Oncology, Hacettepe University Medical School, Ankara, Turkey
| | - Rashad Ismayilov
- Department of Internal Medicine, Hacettepe University Medical School, Ankara, Turkey
| | | | - Aylin Ormanci
- Department of Nuclear Medicine, Hacettepe University Medical School, Ankara, Turkey
| | - Deniz Can Guven
- Department of Medical Oncology, Hacettepe University Medical School, Ankara, Turkey
| | - Murat Tuncel
- Department of Nuclear Medicine, Hacettepe University Medical School, Ankara, Turkey
| | - Mehmet Ruhi Onur
- Department of Radiology, Hacettepe University Medical School, Ankara, Turkey
| | - Sercan Aksoy
- Department of Medical Oncology, Hacettepe University Medical School, Ankara, Turkey
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15
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Dinu MD, Sima RM, Diaconescu AS, Poenaru MO, Gorecki GP, Amza M, Popescu M, Georgescu MT, Constantin AA, Mihai MM, Toma CV, Ples L. Diagnosis and Management of Cancers in Pregnancy: The Results of a Dual Battle Between Oncological Condition and Maternal Environment-Literature Review. Cancers (Basel) 2025; 17:389. [PMID: 39941758 PMCID: PMC11815883 DOI: 10.3390/cancers17030389] [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: 12/09/2024] [Revised: 01/13/2025] [Accepted: 01/17/2025] [Indexed: 02/16/2025] Open
Abstract
Cancer during pregnancy presents considerable challenges that arise from various factors, including the diagnostic, prognostic and therapeutic implications of managing cancer in this unique patient population. There is a crucial need for an integrated approach that aligns medical interventions for both the pregnant patient and the developing embryo or fetus. Furthermore, the distinct characteristics associated with each stage of gestation may significantly influence the treatment protocols that can be proposed. Due to all of these factors, the importance of collaboration among healthcare professionals from different specialties (to ensure that both mother and child receive optimal care throughout the pregnancy) is often neglected. This review is designed to provide a thorough overview of the current standard procedures regarding the diagnosis and treatment options for cancer in pregnant patients in order to ensure the safety of mother and child. Furthermore, the review describes the feasibility of current fertility preservation methods, highlights the psychological effects of cancer during pregnancy and examines the risks and benefits of breastfeeding.
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Affiliation(s)
- Mihai-Daniel Dinu
- Department PhD, IOSUD—Institution Offering Doctoral Studies, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania; (M.-D.D.); (M.A.)
| | - Romina-Marina Sima
- Department of Obstetrics and Gynecology, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania; (R.-M.S.); (M.-O.P.)
- “Bucur” Maternity, Saint John Hospital, 012361 Bucharest, Romania
| | - Andrei-Sebastian Diaconescu
- Faculty of Medicine, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania; (M.-T.G.); (M.-M.M.); (C.-V.T.)
- General Surgery Department, Fundeni Clinical Institute, 022328 Bucharest, Romania
| | - Mircea-Octavian Poenaru
- Department of Obstetrics and Gynecology, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania; (R.-M.S.); (M.-O.P.)
- “Bucur” Maternity, Saint John Hospital, 012361 Bucharest, Romania
| | - Gabriel-Petre Gorecki
- Department of Anesthesia and Intensive Care, Faculty of Medicine, “Titu Maiorescu” University, 031593 Bucharest, Romania;
- Department of Anesthesia and Intensive Care, CF2 Clinical Hospital, 011464 Bucharest, Romania
| | - Mihaela Amza
- Department PhD, IOSUD—Institution Offering Doctoral Studies, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania; (M.-D.D.); (M.A.)
- “Bucur” Maternity, Saint John Hospital, 012361 Bucharest, Romania
| | - Mihai Popescu
- Department of Anesthesia and Intensive Care, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania;
- Bucharest University Emergency Hospital, 169 Splaiul Independentei, 050098 Bucharest, Romania
| | - Mihai-Teodor Georgescu
- Faculty of Medicine, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania; (M.-T.G.); (M.-M.M.); (C.-V.T.)
- “Prof. Dr. Al. Trestioreanu” Oncology Discipline, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Ancuta-Alina Constantin
- Department of Cardio-Thoracic Pathology, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania;
- Institute of Pneumology “Marius Nasta”, 050159 Bucharest, Romania
| | - Mara-Madalina Mihai
- Faculty of Medicine, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania; (M.-T.G.); (M.-M.M.); (C.-V.T.)
- Department of Oncologic Dermathology, “Elias” University Emergency Hospital, 010024 Bucharest, Romania
| | - Cristian-Valentin Toma
- Faculty of Medicine, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania; (M.-T.G.); (M.-M.M.); (C.-V.T.)
- “Prof. Dr. Theodol Burghele” Clinical Hospital, 061344 Bucharest, Romania
| | - Liana Ples
- Department of Obstetrics and Gynecology, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania; (R.-M.S.); (M.-O.P.)
- “Bucur” Maternity, Saint John Hospital, 012361 Bucharest, Romania
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16
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Xie J, Wei J, Shi H, Lin Z, Lu J, Zhang X, Wan C. A deep learning approach for early prediction of breast cancer neoadjuvant chemotherapy response on multistage bimodal ultrasound images. BMC Med Imaging 2025; 25:26. [PMID: 39849366 PMCID: PMC11758756 DOI: 10.1186/s12880-024-01543-7] [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: 08/11/2024] [Accepted: 12/19/2024] [Indexed: 01/25/2025] Open
Abstract
Neoadjuvant chemotherapy (NAC) is a systemic and systematic chemotherapy regimen for breast cancer patients before surgery. However, NAC is not effective for everyone, and the process is excruciating. Therefore, accurate early prediction of the efficacy of NAC is essential for the clinical diagnosis and treatment of patients. In this study, a novel convolutional neural network model with bimodal layer-wise feature fusion module (BLFFM) and temporal hybrid attention module (THAM) is proposed, which uses multistage bimodal ultrasound images as input for early prediction of the efficacy of neoadjuvant chemotherapy in locally advanced breast cancer (LABC) patients. The BLFFM can effectively mine the highly complex correlation and complementary feature information between gray-scale ultrasound (GUS) and color Doppler blood flow imaging (CDFI). The THAM is able to focus on key features of lesion progression before and after one cycle of NAC. The GUS and CDFI videos of 101 patients collected from cooperative medical institutions were preprocessed to obtain 3000 sets of multistage bimodal ultrasound image combinations for experiments. The experimental results show that the proposed model is effective and outperforms the compared models. The code will be published on the https://github.com/jinzhuwei/BLTA-CNN .
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Affiliation(s)
- Jiang Xie
- School of Computer Engineering and Science, Shanghai University, Shanghai, 200444, China
| | - Jinzhu Wei
- School of Medicine, Shanghai University, Shanghai, 200444, China
| | - Huachan Shi
- School of Computer Engineering and Science, Shanghai University, Shanghai, 200444, China
| | - Zhe Lin
- School of Computer Engineering and Science, Shanghai University, Shanghai, 200444, China
| | - Jinsong Lu
- Department of Ultrasound, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200030, China.
| | - Xueqing Zhang
- Department of Pathology, Renji Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200030, China.
| | - Caifeng Wan
- Department of Ultrasound, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200030, China.
- Department of Breast Surgery, School of Medicine, Renji Hospital, Shanghai Jiao Tong University, Shanghai, 200030, China.
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17
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Gunster JLB, van Duijnhoven FH, Scholten AN, Smorenburg CH, Dezentje VO, van Olmen JP, Marijnen CAM, Stokkel MPM, Loo CE, Schrijver AM. The efficacy of screening with FDG-PET/CT for distant metastases in breast cancer patients scheduled for neoadjuvant systemic therapy. Breast Cancer Res Treat 2025; 209:117-124. [PMID: 39327358 PMCID: PMC11785703 DOI: 10.1007/s10549-024-07478-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 08/25/2024] [Indexed: 09/28/2024]
Abstract
PURPOSE This study aims to identify which breast cancer patients benefit from the routine use of FDG-PET/CT in a large cohort of patients scheduled for neoadjuvant systemic therapy (NST). METHODS A total of 1337 breast cancer patients eligible for NST were identified from a retrospective database between 2011 and 2020 at a single tertiary care hospital. All patients underwent staging with FDG-PET/CT prior to NST. The incidence and extent of asymptomatic distant metastases in different patient subgroups were determined, as well as the impact on treatment. Logistic regression analysis was used to identify prognostic patient and tumor characteristics. RESULTS FDG-PET/CT detected distant metastases in 109 patients (8%). Initial clinical stage was a prognostic factor for the presence of distant metastases, with a significantly higher risk for stage 2b and 3 as opposed to lower stages (p < 0.001). The incidence of distant metastases was 3% (4/125) for stage 1, 2% (8/534) for stage 2a, 7% (24/354) for stage 2b and 23% (73/324) for stage 3. Other characteristics such as age, tumor subtype, histological type and grade were not correlated with the risk of distant metastases. Among the subset of patients with distant metastases, 46% received palliative treatment, while the remaining 54% were diagnosed with oligometastatic breast cancer and were treated with curative intent. CONCLUSION The results of the current study support the routine use of FDG-PET/CT for the detection of distant metastases in breast cancer patients with initial clinical stage 2b and 3, regardless of tumor subtype.
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Affiliation(s)
- Jetske L B Gunster
- Department of Radiation Oncology, Netherlands Cancer Institute-Antoni van Leeuwenhoek, Amsterdam, Plesmanlaan 121, 1066 CX, The Netherlands.
- Department of Radiation Oncology, Leiden University Medical Center, Leiden, The Netherlands.
| | - Frederieke H van Duijnhoven
- Department of Surgical Oncology, Netherlands Cancer Institute-Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - Astrid N Scholten
- Department of Radiation Oncology, Netherlands Cancer Institute-Antoni van Leeuwenhoek, Amsterdam, Plesmanlaan 121, 1066 CX, The Netherlands
| | - Carolien H Smorenburg
- Department of Medical Oncology, Netherlands Cancer Institute-Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - Vincent O Dezentje
- Department of Medical Oncology, Netherlands Cancer Institute-Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - Josefien P van Olmen
- Department of Surgical Oncology, Netherlands Cancer Institute-Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - Corrie A M Marijnen
- Department of Radiation Oncology, Netherlands Cancer Institute-Antoni van Leeuwenhoek, Amsterdam, Plesmanlaan 121, 1066 CX, The Netherlands
- Department of Radiation Oncology, Leiden University Medical Center, Leiden, The Netherlands
| | - Marcel P M Stokkel
- Department of Nuclear Medicine, Netherlands Cancer Institute-Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - Claudette E Loo
- Department of Radiology, Netherlands Cancer Institute-Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
| | - A Marjolein Schrijver
- Department of Surgical Oncology, Netherlands Cancer Institute-Antoni Van Leeuwenhoek, Amsterdam, The Netherlands
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Harding S, Borley A. Switching to a Fixed-dose Combined Pertuzumab and Trastuzumab With Recombinant Human Hyaluronidase Subcutaneous Injection to Treat Human Epidermal Growth Factor Receptor 2-positive Breast Cancer in Real-world UK Clinical Practice. Clin Oncol (R Coll Radiol) 2025; 37:103671. [PMID: 39577198 DOI: 10.1016/j.clon.2024.103671] [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: 09/20/2023] [Revised: 06/11/2024] [Accepted: 10/24/2024] [Indexed: 11/24/2024]
Abstract
Current standard of care for human epidermal growth factor receptor 2 (HER2)-positive breast cancer is first-line treatment with chemotherapy in combination with the HER2-targeting monoclonal antibodies, trastuzumab and pertuzumab. While this treatment approach is associated with improved clinical outcomes, there is a treatment burden associated with the invasive and time-consuming nature of separate intravenous (IV) administration of pertuzumab and trastuzumab. In 2020, a novel subcutaneous (SC) formulation of pertuzumab plus trastuzumab with recombinant human hyaluronidase, available as a fixed-dose combination vial that can be administered in 5-8 minutes, was approved for use by the US Food and Drug Administration and the European Medicines Agency. AIM A UK cancer centre set out to switch all patients currently receiving IV infusion of pertuzumab and trastuzumab over to the combined SC injection in a safe and timely manner and to initiate all future patients on the combined SC injection. MATERIALS AND METHODS Organisational governance approval was obtained before a novel project model approach was used to implement the treatment switch which incorporated aspects such as education and multidisciplinary team collaboration. RESULTS Of the 97 eligible patients, 99% were switched to the combined SC injection safely and effectively over a 4-week period. Between 1st April 2021 and 30th September 2022, 3062 hours of pharmacy aseptic preparation time and 6764 hours of day unit chair time were saved. The number of aseptic unit operation days above the maximum capacity was reduced post-switch. CONCLUSION This initiative demonstrated the ability to rapidly and effectively transition >95% of eligible breast cancer patients from separate IV trastuzumab and pertuzumab to a fixed combined SC formulation. Patient benefits included shorter administration appointments and a less invasive form of treatment, whereas healthcare system benefits included substantial savings in aseptic preparation time and chair time, and a meaningful increase in clinic capacity. The reported treatment-switch process provides a model that can be adopted by other centres wishing to implement similar treatment switches.
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Affiliation(s)
- S Harding
- Velindre Cancer Centre, Velindre Road, Whitchurch, Cardiff, CF14 2TL, UK.
| | - A Borley
- Velindre Cancer Centre, Velindre Road, Whitchurch, Cardiff, CF14 2TL, UK.
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Li J, Tang Y, Chen Q, Lei S, Lu Y, Tan A, Xie W. First-line carboplatin-based chemotherapy may be beneficial for HER2-low advanced breast cancer: A retrospective analysis. Medicine (Baltimore) 2024; 103:e41082. [PMID: 39969377 PMCID: PMC11688104 DOI: 10.1097/md.0000000000041082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Accepted: 12/06/2024] [Indexed: 02/20/2025] Open
Abstract
For patients with human epidermal growth factor receptor 2 (HER2)-low advanced breast cancer who had failed to meet with anthracycline or taxane, the application of HER2-targeted antibody-drug conjugates as second-line therapy could improve patients' outcomes, but it is unclear whether carboplatin-based first-line therapy will benefit these patients. This retrospective study was designed to explore whether carboplatin based first-line treatment could improve outcomes in HER2-low advanced breast cancer, and to analyze potential factors affecting efficacy and prognosis. 103 patients with HER2-negative metastatic breast cancer were treated with carboplatin based first-line therapy. The differences in progression-free survival (PFS), objective response rate (ORR), and adverse events were analyzed in different HER2 expression subgroups. The risk ratio (HR) and 95% confidence interval (CI) for PFS were estimated using Cox proportional risk models. The ORR for the whole group was 42.72% and the median PFS (mPFS) was 7.93 months (m). The ORR of HER2-low patients was significantly higher than HER2-zero patients (56.4% vs 27.1%, P = .003), and HER2-zero was an independent risk factor of ORR (OR 3.478, 95%CI 1.516-7.977, P = .003), especially in the HR-negative subgroup. The mPFS was significantly longer in patients with low neutrophil-to-lymphocyte ratio (NLR) scores than those with high NLR scores (P < .001). Multivariate analysis showed that young breast cancer (age < 40) (P = .006) and high NLR values (P = .001) were prognostic risk factors affecting mPFS. The main grade 3 to 4 adverse reactions were neutropenia (15.53%), anemia (15.53%), and leukopenia (11.65%). The first-line carboplatin-based chemotherapy is quite active and tolerable in patients with HER2-low advanced breast cancer, that higher response rates can be achieved. In cases where CDK4/6 inhibitors are inappropriate for use due to resistance to endocrine therapy or the urgent need for short-term clinical response, chemotherapy remains important. When it is necessary to consider the accessibility of antibody-drug conjugates and the economics of patients, carboplatin-based chemotherapy may be provided to HER2-low patients as a more convenient, cost-effective and efficient option on the front line. Forecasting the efficacy and prognosis via inflammatory index such as NLR before the commencement of the treatment could enhance the precision and efficiency of carboplatin-based regimens.
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Affiliation(s)
- Jingxin Li
- Department of Breast, Bone & Soft Tissue Oncology, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Yijing Tang
- Department of Breast, Bone & Soft Tissue Oncology, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Qianying Chen
- Department of Breast, Bone & Soft Tissue Oncology, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Sen Lei
- Department of Breast, Bone & Soft Tissue Oncology, Guangxi Medical University Cancer Hospital, Nanning, China
- Graduate School of Guangxi Medical University, Nanning, China
| | - Yongkui Lu
- Department of Breast, Bone & Soft Tissue Oncology, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Aihua Tan
- Department of Breast, Bone & Soft Tissue Oncology, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Weimin Xie
- Department of Breast, Bone & Soft Tissue Oncology, Guangxi Medical University Cancer Hospital, Nanning, China
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20
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Manore S, Zhuang C, Najjar MK, Wong GL, Bindal S, Watabe K, Lin J, Lo HW. Co-Inhibition of tGLI1 and GP130 Using FDA-Approved Ketoconazole and Bazedoxifene Is Synergistic Against the Growth and Metastasis of HER2-Enriched and Triple-Negative Breast Cancers. Cells 2024; 13:2087. [PMID: 39768178 PMCID: PMC11674475 DOI: 10.3390/cells13242087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2024] [Revised: 12/09/2024] [Accepted: 12/10/2024] [Indexed: 01/11/2025] Open
Abstract
Breast cancer stem cells (CSCs) are resistant to most cancer therapeutics and contribute to tumor recurrence and metastasis. Two breast CSC-promoting transcription factors, truncated glioma-associated oncogene homolog 1 (tGLI1) and signal transducer and activator of transcription 3 (STAT3), have been reported to be frequently co-expressed in HER2-enriched breast cancer and triple-negative breast cancer (TNBC), undergo protein-protein interactions for gene regulation and activation, and functionally cooperate to promote breast CSCs. STAT3 can be activated by activated interleukin-6 receptor/glycoprotein-130 (IL-6R/GP130). Co-targeting of tGLI1 and IL-6R/GP130 has not been investigated in breast cancer or any tumor type. Here, we report that tGLI1 and GP130 are co-overexpressed in the majority of HER2-enriched breast cancers and TNBCs at 53.8% and 44.4%, respectively. tGLI1+IL-6/IL-6R/GP130 signaling is frequently co-enriched and co-activated in HER2-enriched breast cancer and TNBC when compared to luminal subtypes. tGLI1+GP130 co-overexpression strongly promotes CSCs of HER2-enriched breast cancer and TNBC. FDA-approved tGLI1 inhibitor Ketoconazole and GP130 inhibitor Bazedoxifene synergize against breast cancer proliferation and CSC phenotypes in vitro and reduce TNBC tumor growth and metastatic burden in vivo. Our study demonstrates, for the first time, that co-targeting tGLI1 and IL-6R/GP130/STAT3 signaling pathways is synergistic against HER2-enriched breast cancer and TNBC, warranting future clinical investigations.
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Affiliation(s)
- Sara Manore
- Vivian L. Smith Department of Neurosurgery, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA; (S.M.); (C.Z.); (M.K.N.); (G.L.W.); (S.B.)
- Wake Forest Graduate School of Biomedical Sciences, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA
| | - Chuling Zhuang
- Vivian L. Smith Department of Neurosurgery, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA; (S.M.); (C.Z.); (M.K.N.); (G.L.W.); (S.B.)
- Graduate School of Biomedical Sciences, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA
| | - Mariana K. Najjar
- Vivian L. Smith Department of Neurosurgery, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA; (S.M.); (C.Z.); (M.K.N.); (G.L.W.); (S.B.)
- Wake Forest Graduate School of Biomedical Sciences, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA
- Graduate School of Biomedical Sciences, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA
| | - Grace L. Wong
- Vivian L. Smith Department of Neurosurgery, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA; (S.M.); (C.Z.); (M.K.N.); (G.L.W.); (S.B.)
- Wake Forest Graduate School of Biomedical Sciences, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA
| | - Shivani Bindal
- Vivian L. Smith Department of Neurosurgery, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA; (S.M.); (C.Z.); (M.K.N.); (G.L.W.); (S.B.)
| | - Kounosuke Watabe
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA;
| | - Jiayuh Lin
- Department of Biochemistry and Molecular Biology, University of Maryland School of Medicine, Baltimore, MD 21201, USA;
| | - Hui-Wen Lo
- Vivian L. Smith Department of Neurosurgery, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA; (S.M.); (C.Z.); (M.K.N.); (G.L.W.); (S.B.)
- Wake Forest Graduate School of Biomedical Sciences, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA
- Graduate School of Biomedical Sciences, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston-Salem, NC 27101, USA;
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21
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Hwang SY, Jeon KH, Lee HJ, Moon I, Jung S, Kim SA, Jo H, Park S, Ahn M, Kwak SY, Na Y, Kwon Y. Synthesis and biological assessment of chalcone and pyrazoline derivatives as novel inhibitor for ELF3-MED23 interaction. eLife 2024; 13:RP97051. [PMID: 39641248 PMCID: PMC11623927 DOI: 10.7554/elife.97051] [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] [Indexed: 12/07/2024] Open
Abstract
HER2 overexpression significantly contributes to the aggressive nature and recurrent patterns observed in various solid tumors, notably gastric cancers. Trastuzumab, HER2-targeting monoclonal antibody drug, has shown considerable clinical success; however, readily emerging drug resistance emphasizes the pressing need for improved interventions in HER2-overexpressing cancers. To address this, we proposed targeting the protein-protein interaction (PPI) between ELF3 and MED23 as an alternative therapeutic approach to trastuzumab. In this study, we synthesized a total of 26 compounds consisting of 10 chalcones, 7 pyrazoline acetyl, and 9 pyrazoline propionyl derivatives, and evaluated their biological activity as potential ELF3-MED23 PPI inhibitors. Upon systematic analysis, candidate compound 10 was selected due to its potency in downregulating reporter gene activity of ERBB2 promoter confirmed by SEAP activity and its effect on HER2 protein and mRNA levels. Compound 10 effectively disrupted the binding interface between the ELF3 TAD domain and the 391-582 amino acid region of MED23, resulting in successful inhibition of the ELF3-MED23 PPI. This intervention led to a substantial reduction in HER2 levels and its downstream signals in the HER2-positive gastric cancer cell line. Subsequently, compound 10 induced significant apoptosis and anti-proliferative effects, demonstrating superior in vitro and in vivo anticancer activity overall. We found that the anticancer activity of compound 10 was not only restricted to trastuzumab-sensitive cases, but was also valid for trastuzumab-refractory clones. This suggests its potential as a viable therapeutic option for trastuzumab-resistant gastric cancers. In summary, compound 10 could be a novel alternative therapeutic strategy for HER2-overexpressing cancers, overcoming the limitations of trastuzumab.
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Affiliation(s)
- Soo-Yeon Hwang
- College of Pharmacy and Graduate School of Pharmaceutical Sciences, Ewha Womans UniversitySeoulRepublic of Korea
| | - Kyung-Hwa Jeon
- College of Pharmacy and Graduate School of Pharmaceutical Sciences, Ewha Womans UniversitySeoulRepublic of Korea
| | - Hwa-Jong Lee
- College of Pharmacy and Graduate School of Pharmaceutical Sciences, Ewha Womans UniversitySeoulRepublic of Korea
| | - Inhye Moon
- College of Pharmacy and Graduate School of Pharmaceutical Sciences, Ewha Womans UniversitySeoulRepublic of Korea
| | - Sehyun Jung
- College of Pharmacy and Graduate School of Pharmaceutical Sciences, Ewha Womans UniversitySeoulRepublic of Korea
| | - Seul-Ah Kim
- College of Pharmacy and Graduate School of Pharmaceutical Sciences, Ewha Womans UniversitySeoulRepublic of Korea
| | - Hyunji Jo
- College of Pharmacy and Graduate School of Pharmaceutical Sciences, Ewha Womans UniversitySeoulRepublic of Korea
| | - Seojeong Park
- College of Pharmacy and Graduate School of Pharmaceutical Sciences, Ewha Womans UniversitySeoulRepublic of Korea
| | - Misun Ahn
- College of Pharmacy and Graduate School of Pharmaceutical Sciences, Ewha Womans UniversitySeoulRepublic of Korea
| | - Soo-Yeon Kwak
- College of Pharmacy, CHA UniversityPocheonRepublic of Korea
| | - Younghwa Na
- College of Pharmacy, CHA UniversityPocheonRepublic of Korea
| | - Youngjoo Kwon
- College of Pharmacy and Graduate School of Pharmaceutical Sciences, Ewha Womans UniversitySeoulRepublic of Korea
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Richard M, Moreau R, Croyal M, Mathiot L, Frénel J, Campone M, Dupont A, Gavard J, André‐Grégoire G, Guével L. Monitoring concentration and lipid signature of plasma extracellular vesicles from HR + metastatic breast cancer patients under CDK4/6 inhibitors treatment. JOURNAL OF EXTRACELLULAR BIOLOGY 2024; 3:e70013. [PMID: 39691590 PMCID: PMC11650302 DOI: 10.1002/jex2.70013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 09/05/2024] [Accepted: 09/20/2024] [Indexed: 12/19/2024]
Abstract
Extracellular vesicles (EVs) are cell-derived small membrane structures that transport various molecules. They have emerged as potential circulating biomarkers for monitoring responses to cancer therapies. This study aimed to comprehensively characterize plasma-carried EVs in hormone receptor-positive (HR+) metastatic breast cancer (MBC) patients treated with first-line CDK4/6 inhibitors (iCDK4/6) combined with endocrine therapy. MBC patients were classified into three groups based on their response to therapy: resistant, intermediate or sensitive. In a prospective cohort, we monitored the concentration of circulating EVs, analyzed their lipid signature and correlated these factors with treatment response. To facilitate the translation of EV research to clinical practice, we established a three-step procedure: (1) EVs were isolated from plasma using semi-automatized size exclusion chromatography (SEC); (2) EV concentration, termed vesiclemia, was determined by drop counting via interferometric light microscopy (ILM); and (3) EV lipid composition was analyzed by mass spectrometry. ILM-based vesiclemia values were highly fluctuating upon iCDK4/6 treatment, while early increase associated with accelerated progression. Of note, vesiclemia remained a steady parameter over a 1-year period in age-matched healthy women. Additionally, analysis of the EV cargo unveiled a distinct sphingolipid profile, characterized by increased levels of ceramides and sphingomyelins in resistant patients within the first 2 months of treatment. Based on 16 sphingolipid species, sensitive and resistant patients were correctly classified with an overall accuracy of 82%. This specific sphingolipid pattern was exclusively discernible within EVs, and not in plasma, highlighting the significance of EVs in the early prediction of individual responses to iCDK4/6 and disease progression. Overall, this study provides insights of the longitudinal characterization of plasma-borne EVs in both a healthy group and HR+ MBC patients under iCDK4/6 therapies. Combined vesiclemia and EV sphingolipid profile emphasize the promising potential of EVs as non-invasive biomarkers for monitoring early treatment response.
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Affiliation(s)
- Mathilde Richard
- Team SOAP, Centre de Recherche en Cancérologie et Immunologie Intégrée Nantes‐Angers (CRCINA), InsermCNRS, Nantes UniversitéNantesFrance
- Équipe Labellisée Ligue Contre le CancerParisFrance
| | - Rosalie Moreau
- Team SOAP, Centre de Recherche en Cancérologie et Immunologie Intégrée Nantes‐Angers (CRCINA), InsermCNRS, Nantes UniversitéNantesFrance
- Équipe Labellisée Ligue Contre le CancerParisFrance
| | - Mikaël Croyal
- Nantes Université, CHU Nantes, CNRS, INSERMNantesFrance
- Nantes Université, CHU Nantes, Inserm, CNRS, SFR Santé, Inserm UMS 016, CNRS UMS 3556NantesFrance
- CRNH‐Ouest Mass Spectrometry Core FacilityNantesFrance
| | - Laurent Mathiot
- Institut de Cancérologie de l'Ouest (ICO), Site Rene GauducheauSaint HerblainFrance
| | | | - Mario Campone
- Institut de Cancérologie de l'Ouest (ICO), Site Rene GauducheauSaint HerblainFrance
| | - Aurélien Dupont
- SFR UMS CNRS 3480, INSERM 018, Biosit biologie, santé, innovation technologiqueRennesFrance
| | - Julie Gavard
- Team SOAP, Centre de Recherche en Cancérologie et Immunologie Intégrée Nantes‐Angers (CRCINA), InsermCNRS, Nantes UniversitéNantesFrance
- Équipe Labellisée Ligue Contre le CancerParisFrance
- Institut de Cancérologie de l'Ouest (ICO), Site Rene GauducheauSaint HerblainFrance
| | - Gwennan André‐Grégoire
- Team SOAP, Centre de Recherche en Cancérologie et Immunologie Intégrée Nantes‐Angers (CRCINA), InsermCNRS, Nantes UniversitéNantesFrance
- Équipe Labellisée Ligue Contre le CancerParisFrance
- Institut de Cancérologie de l'Ouest (ICO), Site Rene GauducheauSaint HerblainFrance
| | - Laëtitia Guével
- Team SOAP, Centre de Recherche en Cancérologie et Immunologie Intégrée Nantes‐Angers (CRCINA), InsermCNRS, Nantes UniversitéNantesFrance
- Équipe Labellisée Ligue Contre le CancerParisFrance
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23
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Brazee RL, Alsbrook KE, Lindell KO, Seaman JB, Rosenzweig MQ. Perspectives on Death and Dying by the Bereaved Designated Personal Representatives of Women Diagnosed With Metastatic Breast Cancer. J Hosp Palliat Nurs 2024; 26:E195-E211. [PMID: 39356255 PMCID: PMC12022872 DOI: 10.1097/njh.0000000000001066] [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] [Indexed: 10/03/2024]
Abstract
Metastatic breast cancer (MBC) is a complex disease with variability in disease subtype, length of survival, treatment selection, symptom burden, and, ultimately, end-of-life (EOL) care. Influencing factors that contribute to the complexity of this disease are socioeconomic factors, provider differences, and patient and family preferences. Because of this variability, it is challenging for health care providers to know when treatments are no longer helpful but contribute to a poor quality of end-of-life care and a poor death experience for both patients and their families. Determining the unique point, based on their own values and goals, at which patients and their family members feel that MBC treatment becomes unhelpful and unwanted, is difficult to ascertain. Of the 25 individuals who participated in the Quality of Death and Dying survey, 16 individuals participated in an interview to provide a reflection of the patient's EOL experience and its congruence with their wishes. Four major categories emerged as primary priorities essential to high quality end-of-life care, that is, resilience, communication, support, and knowledge. Without tailored and precise care, patients with MBC will continue to receive prolonged, inappropriate, and costly treatment, resulting in a potentially unacceptable poor-quality EOL and death experience.
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Wang K, Xu T, Wu J, Yuan Y, Guan X, Zhu C. Real-world application of disitamab vedotin (RC48-ADC) in patients with breast cancer with different HER2 expression levels: efficacy and safety analysis. Oncologist 2024:oyae304. [PMID: 39550213 DOI: 10.1093/oncolo/oyae304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Accepted: 10/09/2024] [Indexed: 11/18/2024] Open
Abstract
BACKGROUND Disitamab vedotin (RC48-ADC), an antibody-drug conjugate (ADC), combines specific antibody disitamab with cytotoxicity monomethyl auristatin E to effectively target the human epidermal growth factor receptor 2 (HER2) protein on tumor cells for precise elimination. Recent studies have demonstrated that RC48-ADC offers therapeutic benefits for patients with HER2-positive and HER2-low-expression breast cancer (BC). However, a thorough exploration of its efficacy and safety in real-world settings for patients with metastatic breast cancer (mBC) is currently lacking. METHODS This retrospective, multicenter, real-world study included patients with mBC who received RC48-ADC from September 2021 to March 2024. These patients include HER2-positive BC and HER2-low-expression BC. The primary endpoint was progression-free survival (PFS). Secondary endpoints included overall survival (OS), restricted mean survival time, objective response rate (ORR), and disease control rate (DCR). Factors affecting efficacy and the occurrence of treatment-related adverse events (TRAE) were evaluated. RESULTS The study included a cohort of 89 patients with mBC, with 48 of those being identified as HER2-positive. As of March 2024, 22 deaths were recorded, with an immature median OS. Total PFS varied from 1.0 to 31.2 months, with a median of 5.5 months (95% CI, 4.368-6.632). HER2-positive patients exhibited prolonged PFS compared with HER2-low-expression patients (6.6 months vs 4.1 months, P = .023). The overall ORR stood at 25.8% (95% CI, 0.178-0.358), with higher rates observed in HER2-positive patients compared with HER2-low-expression patients (31.3% vs 19.5%). Similarly, the overall DCR was 78.7% (95% CI, 0.691-0.859), with HER2-positive patients demonstrating superior DCR compared with HER2-low-expression patients (83.3% vs 73.2%). Notably, HER2 expression emerged as the primary determinant of RC48-ADC efficacy. The most prevalent TRAE among all patients included leukopenia (21.3%) and alopecia (20.2%). CONCLUSION RC48-ADC showcases promising efficacy and manageable safety in patients with both HER2-positive and HER2-low-expression mBC.
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Affiliation(s)
- Ke Wang
- Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210009, People's Republic of China
| | - Ting Xu
- Department of Chemotherapy, Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing 210009, People's Republic of China
| | - Jing Wu
- Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210009, People's Republic of China
| | - Yuan Yuan
- Department of Chemotherapy, Jiangsu Cancer Hospital, Jiangsu Institute of Cancer Research, The Affiliated Cancer Hospital of Nanjing Medical University, Nanjing 210009, People's Republic of China
| | - Xiaoxiang Guan
- Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210009, People's Republic of China
- Jiangsu Key Lab of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Personalized Cancer Medicine, Nanjing Medical University, Nanjing 210029, People's Republic of China
| | - Chengjun Zhu
- Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210009, People's Republic of China
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25
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Zhou C, Wu X, Lin R, Xu L, He T, Yi J, Lv Q. Predicting ipsilateral supraclavicular lymph node pathological complete response: nomogram based on the inflammatory markers. Front Oncol 2024; 14:1412607. [PMID: 39588307 PMCID: PMC11586358 DOI: 10.3389/fonc.2024.1412607] [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: 04/05/2024] [Accepted: 10/22/2024] [Indexed: 11/27/2024] Open
Abstract
Background The prediction of ISLN pCR after neoadjuvant chemotherapy (NAC) based on inflammatory markers and its prognostic value have rarely been investigated. Methods Patients diagnosed with ISLN-involved breast cancer who received NAC in West China Hospital between September 2009 and December 2020 were enrolled in the derivation cohort for model construction and survival analysis, and patients with the same criteria between January 2021 and July 2024 were involved in validation cohort for external validation. After randomly dividing patients into training and testing groups at 7:3 ratio, a nomogram predicting ISLN pCR was constructed based on logistic regression in training group. Internal validation was performed in the testing group and external validation was performed in the independent validation cohort. The ROC curves were applied to validate the accuracy of the model. Survival analysis was performed using Kaplan-Meier plots. Results A total of 120 eligible patients were involved in the derivation cohort to establish the nomogram (84 patients in training group and 36 patients in testing group), and 45 patients were involved in the independent validation cohort for external validation of the nomogram. Pretreatment NLR and hormone receptor (HR) status, as well as preoperative SII, CEA, CA15-3 and anti-HER2 therapy were included in the nomogram predicting ISLN pCR. The AUC were 0.906 (95% CI 0.837-0.975, P<0.001), 0.888 (95% CI 0.751-1.000, P<0.001) and 0.828 (95% CI 0.703-0.953, P< 0.001) in training, testing groups and the validation cohort respectively. ISLN pCR was significantly associated with better prognosis (all P<0.05). Conclusion Inflammatory factors combined with tumor makers, hormone receptor status and anti-HER2 therapy could predict ISLN pCR effectively, which was significantly associated with improved survival outcomes.
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Affiliation(s)
- Chen Zhou
- Division of Breast Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China
- Breast Center, West China Hospital, Sichuan University, Chengdu, China
- Center of Infectious Diseases, West China Hospital of Sichuan University, Chengdu, China
| | - Xian Wu
- Department of Ultrasound, West China Hospital of Sichuan University, Chengdu, China
| | - Rongruo Lin
- Division of Breast Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China
- Breast Center, West China Hospital, Sichuan University, Chengdu, China
| | - Li Xu
- Division of Breast Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China
- Breast Center, West China Hospital, Sichuan University, Chengdu, China
| | - Tao He
- Division of Breast Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China
- Breast Center, West China Hospital, Sichuan University, Chengdu, China
| | - Jinzhi Yi
- Division of Breast Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China
- Breast Center, West China Hospital, Sichuan University, Chengdu, China
| | - Qing Lv
- Division of Breast Surgery, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, China
- Breast Center, West China Hospital, Sichuan University, Chengdu, China
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26
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Cordeiro MR, Gante I, David D, Gomes A, Figueiredo-Dias M. Intramammary Tumor Location and Ipsilateral Lymphatic Spread in Early Breast Cancer Patients Using One-Step Nucleic Acid Amplification (OSNA) Assay. Breast J 2024; 2024:4864443. [PMID: 39742379 PMCID: PMC11567721 DOI: 10.1155/2024/4864443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 09/11/2024] [Accepted: 10/15/2024] [Indexed: 01/03/2025]
Abstract
Establishing an accurate prognosis for women diagnosed with breast cancer (BC) is extremely challenging. Axillary lymph node (ALN) evaluation is considered of major prognostic value. The one-step nucleic acid amplification (OSNA) assay is currently used for assessing axillary sentinel lymph node (SLN) status in BC. Additionally, total tumor load (TTL) may help predict further metastatic axillary involvement beyond the SLN. The prognostic value of primary BC location remains controversial due to lack of consensus on the biological differences among tumors at various sites. Evidence suggests that tumors in the internal quadrants (INLs) have worse prognosis compared to those in the external quadrants. Furthermore, ALN involvement is believed to be mainly associated with external quadrant tumors, mainly due to the lymphatic drainage system of the breast. This pilot observational study, despite lacking a control group and having a relatively small sample size, is the first to evaluate the potential relationship between primary BC location and ALN metastasis using the OSNA assay. A sample of consecutive BC patients undergoing axillary staging with the OSNA assay were included. Tumors were categorized into three groups based on primary location: external quadrants and axillary tail (EXL), INLs, and nipple and areola location (NAL). Although not statistically significant, the INL group exhibited a higher mean TTL. Additionally, no significant differences were observed between groups concerning SLN detection techniques, SLN status, number of metastatic SLN, or mean TTL. These findings support the use of the innovative tracer superparamagnetic iron oxide regardless of tumor site. This study underscores the importance of understanding the relationship between BC location and ALN status, which may improve prognostic stratification and targeted therapies based on tumor site. If these observations are confirmed in larger, multicentric studies, the potential conclusions may shift the paradigm of INL tumor treatment, significantly impacting clinical practice and research.
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Affiliation(s)
- Mariana Robalo Cordeiro
- Gynecology Department, Coimbra University Hospital Center, Coimbra, Portugal
- University Clinic of Gynecology, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Inês Gante
- Gynecology Department, Coimbra University Hospital Center, Coimbra, Portugal
- University Clinic of Gynecology, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Daniela David
- Gynecology Department, Coimbra University Hospital Center, Coimbra, Portugal
| | - Ana Gomes
- Pathology Department, Coimbra University Hospital Center, Coimbra, Portugal
| | - Margarida Figueiredo-Dias
- Gynecology Department, Coimbra University Hospital Center, Coimbra, Portugal
- University Clinic of Gynecology, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
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Gao Y, Ventura-Diaz S, Wang X, He M, Xu Z, Weir A, Zhou HY, Zhang T, van Duijnhoven FH, Han L, Li X, D'Angelo A, Longo V, Liu Z, Teuwen J, Kok M, Beets-Tan R, Horlings HM, Tan T, Mann R. An explainable longitudinal multi-modal fusion model for predicting neoadjuvant therapy response in women with breast cancer. Nat Commun 2024; 15:9613. [PMID: 39511143 PMCID: PMC11544255 DOI: 10.1038/s41467-024-53450-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 10/08/2024] [Indexed: 11/15/2024] Open
Abstract
Multi-modal image analysis using deep learning (DL) lays the foundation for neoadjuvant treatment (NAT) response monitoring. However, existing methods prioritize extracting multi-modal features to enhance predictive performance, with limited consideration on real-world clinical applicability, particularly in longitudinal NAT scenarios with multi-modal data. Here, we propose the Multi-modal Response Prediction (MRP) system, designed to mimic real-world physician assessments of NAT responses in breast cancer. To enhance feasibility, MRP integrates cross-modal knowledge mining and temporal information embedding strategy to handle missing modalities and remain less affected by different NAT settings. We validated MRP through multi-center studies and multinational reader studies. MRP exhibited comparable robustness to breast radiologists, outperforming humans in predicting pathological complete response in the Pre-NAT phase (ΔAUROC 14% and 10% on in-house and external datasets, respectively). Furthermore, we assessed MRP's clinical utility impact on treatment decision-making. MRP may have profound implications for enrolment into NAT trials and determining surgery extensiveness.
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Affiliation(s)
- Yuan Gao
- GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, P. Debyelaan 25, 6202 AZ, Maastricht, The Netherlands
- Department of Radiology, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
- Department of Medical Imaging, Radboud University Medical Centre, Geert Grooteplein 10, 6525 GA, Nijmegen, The Netherlands
| | - Sofia Ventura-Diaz
- Department of Radiology, St Joseph's Healthcare Hamilton, 50 Charlton Ave E, Hamilton, ON L8N 4A6, Ontario, Canada
| | - Xin Wang
- GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, P. Debyelaan 25, 6202 AZ, Maastricht, The Netherlands
- Department of Radiology, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
- Department of Medical Imaging, Radboud University Medical Centre, Geert Grooteplein 10, 6525 GA, Nijmegen, The Netherlands
| | - Muzhen He
- Department of Radiology, Shengli Clinical Medical College of Fujian Medical University, Fuzhou University Affiliated Provincial Hospital, Fuzhou, Fujian, 350001, China
| | - Zeyan Xu
- Department of Radiology, The Third Affiliated Hospital of Kunming Medical University, Kunming, 650118, China
| | - Arlene Weir
- Department of Radiology, Cork University Hospital, Wilton, Cork, T12 DC4A, Ireland
| | - Hong-Yu Zhou
- Department of Biomedical Informatics, Harvard Medical School, Boston, USA
| | - Tianyu Zhang
- GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, P. Debyelaan 25, 6202 AZ, Maastricht, The Netherlands
- Department of Radiology, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
- Department of Medical Imaging, Radboud University Medical Centre, Geert Grooteplein 10, 6525 GA, Nijmegen, The Netherlands
| | - Frederieke H van Duijnhoven
- Departments of Surgical Oncology, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - Luyi Han
- Department of Radiology, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
- Department of Medical Imaging, Radboud University Medical Centre, Geert Grooteplein 10, 6525 GA, Nijmegen, The Netherlands
| | - Xiaomei Li
- The Second Clinical Medical College of Jinan University, Shenzhen, Guangdong, 518020, China
| | - Anna D'Angelo
- Department of Diagnostic Imaging, Oncological Radiotherapy and Hematology, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy
| | - Valentina Longo
- Department of Diagnostic Imaging, Oncological Radiotherapy and Hematology, Fondazione Policlinico Universitario 'A. Gemelli' IRCCS, Rome, Italy
| | - Zaiyi Liu
- Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, 510080, China
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangzhou, 510080, China
| | - Jonas Teuwen
- Department of Radiation Oncology, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - Marleen Kok
- Department of Tumor Biology and Immunology, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
- Department of Medical Oncology, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - Regina Beets-Tan
- GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, P. Debyelaan 25, 6202 AZ, Maastricht, The Netherlands
- Department of Radiology, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - Hugo M Horlings
- Department of Pathology, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - Tao Tan
- Faculty of Applied Sciences, Macao Polytechnic University, 999078, Macao, China.
| | - Ritse Mann
- Department of Radiology, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
- Department of Medical Imaging, Radboud University Medical Centre, Geert Grooteplein 10, 6525 GA, Nijmegen, The Netherlands
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Van Cauwenbergh O, Willers N, Vandenbroucke T, Neven P, Han S. Sexuality after breast cancer treatment: A physician's survey of current clinical practice. Eur J Obstet Gynecol Reprod Biol 2024; 302:317-324. [PMID: 39362129 DOI: 10.1016/j.ejogrb.2024.09.020] [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: 07/05/2024] [Revised: 09/11/2024] [Accepted: 09/13/2024] [Indexed: 10/05/2024]
Abstract
BACKGROUND Side effects of breast cancer treatment (BCT) impact patients' general and sexual wellbeing. Sexuality related complaints are reported by 70% of breast cancer survivors mainly due to the genitourinary syndrome of menopause (GSM). In clinical care, sexual side effects are often un(der)detected because physicians as well as patients experience barriers to discuss sexuality-related issues. MATERIALS AND METHODS We composed an online survey ourselves using known definitions about sexuality and menopause and known factors for not discussing sexuality. We used multiple-choice questions with a Likert scale to optimize interpretation of the statements. 64 practitioners completed the survey. With this online survey, we examined physicians' knowledge of -and attitude towards- sexual wellbeing and detection and treatment of GSM in breast cancer survivors (BCS). RESULTS Vaginal dryness and dyspareunia were the symptoms most associated with menopause (n = 63/64 (98 %) and n = 56/64 (87 %)) and sexuality (n = 63/64 (98 %) and n = 61/64 (95 %)). These 2 complaints were also the most discussed symptoms of menopause (vaginal dryness n = 51/64 (80 %) and dyspareunia n = 45/64 (70 %)). The main reason to not discuss these issues were absence of reporting GSM (n = 40/64 (62 %)) and absence of a direct cause to discuss GSM (n = 35/64 (55 %). 64 % (n = 41/64) of practitioners don't feel sufficiently educated to discuss and treat GSM. They proposed vaginal estrogens to treat GSM as first or second line respectively in 12 % (n = 8/64) and 46 % (n = 30/64) of symptomatic BCS. DISCUSSION Although sexuality related complaints are common in BCS, 64% of all participating physicians feel they are not adequately trained to handle them. More attention towards training of physicians is needed to discuss GSM related complaints also when they are not spontaneously reported by a patient and with clear guidance towards the medical treatment of GSM in BCS.
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Affiliation(s)
| | - Nynke Willers
- University Hospital Leuven, Herestraat 49, 3000 Leuven, Belgium.
| | | | - Patrick Neven
- University Hospital Leuven, Herestraat 49, 3000 Leuven, Belgium.
| | - Sileny Han
- University Hospital Leuven, Herestraat 49, 3000 Leuven, Belgium.
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Mou E, Ji J, Liu S, Shu L, Zou L, Li Z. Differences in axillary response and treatment implications in HER2 positive node positive breast cancer during neoadjuvant HER2 targeted dual therapy. Sci Rep 2024; 14:26364. [PMID: 39487187 PMCID: PMC11530619 DOI: 10.1038/s41598-024-78176-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Accepted: 10/29/2024] [Indexed: 11/04/2024] Open
Abstract
Explore whether the axillary outcomes differ among HER2 positive subgroups receiving standard dual-targeted therapy, aiming to identify subgroups exhibiting enhanced sensitivity to NAT among HER2-positive/node-positive breast cancer patients. HER2 positive female patients with biopsy-proven node-positive disease from April 2020 to May 2023 were included. All patients underwent standard Neoadjuvant HER2-targeted dual therapy and axillary lymph node dissection (ALND) at Breast Surgery Center of Sichuan Cancer Hospital. Univariate and multivariate analyses were used to identify factors associate with axillary pathological complete response (ApCR). Statistical analysis and graphing were performed using SPSS 24.0 and GraphPad Prism 9.0 software. This study enrolled 215 HER2 positive patients with a total ApCR rate of 76.7%, which included 49 HER2 2+/FISH + and 166 HER2 3 + cases with approximate ApCR rates of 63.3% and 80.7% (P = 0.011). Univariate and multivariate analysis indicated that HER2 3 + disease (OR = 2.43, 95% CI 1.21-4.88, P = 0.012), Ki-67 ≥ 20% disease (OR = 3.00, 95% CI 1.26-7.13, P = 0.013) and NAC regimen of TCb (OR = 2.71, 95% CI 1.39-5.38, P = 0.004) were more likely to achieve ApCR. Further subgroup analysis revealed that HER2 3 + patients receiving TCb regimen showed the highest ApCR rate of 88% compared to other subgroups. HER2 3 + breast cancer had a higher ApCR rate than HER2 2+/FISH + breast cancer during Neoadjuvant HER2-targeted dual therapy. HER2 positive patients could benefit from NAC regimen of TCb in axillary response.
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Affiliation(s)
- Exian Mou
- Department of Medical Oncology of Cancer Center, West China Hospital, Sichuan University, Chengdu, China
- Department of Breast, 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
| | - Juan Ji
- Department of Pathology, 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
| | - Shiwei Liu
- Department of Breast, 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
| | - Lan Shu
- Department of Breast, 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
| | - Liqun Zou
- Department of Medical Oncology of Cancer Center, West China Hospital, Sichuan University, Chengdu, China.
| | - Zhuoxuan Li
- Department of Breast, 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.
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30
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Sun P, Huang H, Ma JC, Feng B, Zhang Y, Qin G, Zeng W, Cui ZK. Repurposing propofol for breast cancer therapy through promoting apoptosis and arresting cell cycle. Oncol Rep 2024; 52:155. [PMID: 39364744 PMCID: PMC11465104 DOI: 10.3892/or.2024.8814] [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: 02/23/2024] [Accepted: 06/17/2024] [Indexed: 10/05/2024] Open
Abstract
Breast cancer is the most prevalent cancer among women worldwide, characterized by a high mortality rate and propensity for metastasis. Although surgery is the standard treatment for breast cancer, there is still no effective method to inhibit tumor metastasis and improve the prognosis of patients with breast cancer after surgery. Propofol, one of the most widely used intravenous anesthetics in surgery, has exhibited a positive association with improved survival outcomes in patients with breast cancer post‑surgery. However, the underlying molecular mechanism remains to be elucidated. The present study revealed that triple negative breast cancer cells, MDA‑MB‑231 and 4T1, exposed to propofol exhibited a significant decrease in cell viability. Notably, propofol exhibited minimal cytotoxic effects on HUVECs under the same conditions. Furthermore, propofol significantly inhibited the migration and invasion ability of MDA‑MB‑231 and 4T1 cells. Propofol promoted apoptosis in 4T1 cells through upregulation of Bax and cleaved caspase 3, while downregulating B‑cell lymphoma‑extra large. Concomitantly, propofol induced cell cycle arrest of 4T1 cells by downregulating cyclin E2 and phosphorylated cell division cycle 6. Furthermore, propofol exhibited excellent anticancer efficacy in a 4T1 breast cancer allograft mouse model. The present study sheds light on the potential of propofol as an old medicine with a novel use for breast cancer treatment.
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Affiliation(s)
- Peng Sun
- Department of Anesthesiology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong 510060, P.R. China
| | - Hanqing Huang
- Department of Cell Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China
| | - Jian-Chao Ma
- Department of Cell Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China
| | - Binyang Feng
- Department of Cell Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China
| | - Yiqing Zhang
- Department of Cell Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China
| | - Genggeng Qin
- Department of Radiology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China
| | - Weian Zeng
- Department of Anesthesiology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong 510060, P.R. China
| | - Zhong-Kai Cui
- Department of Cell Biology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, Guangdong 510515, P.R. China
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Huang X, Xu A, Xu X, Luo Z, Li C, Wang X, Fu D. Development and Validation of a Prognostic Nomogram for Breast Cancer Patients With Multi-Organ Metastases: An Analysis of the Surveillance, Epidemiology, and End Results Program Database. Am Surg 2024; 90:2788-2796. [PMID: 38712351 DOI: 10.1177/00031348241250044] [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: 05/08/2024]
Abstract
BACKGROUND Multi-organ metastases represent a substantial life-threatening risk for breast cancer (BC) patients. Nonetheless, the current dearth of assessment tools for patients with multi-organ metastatic BC adversely impacts their evaluation. METHODS We conducted a retrospective analysis of BC patients with multi-organ metastases using data from the SEER database from 2010 to 2019. The patients were randomly allocated into a training cohort and a validation cohort in a 7:3 ratio. Univariate COX regression analysis, the LASSO, and multivariate Cox regression analyses were performed to identify independent prognostic factors in the training set. Based on these factors, a nomogram was constructed to estimate overall survival (OS) probability for BC patients with multi-organ metastases. The performance of the nomogram was evaluated using C-indexes, ROC curves, calibration curves, decision curve analysis (DCA) curves, and the risk classification system for validation. RESULTS A total of 3626 BC patients with multi-organ metastases were included in the study, with 2538 patients in the training cohort and 1088 patients in the validation cohort. Age, grade, metastasis location, surgery, chemotherapy, and subtype were identified as significant independent prognostic factors for OS in BC patients with multi-organ metastases. A nomogram for predicting 1-year, 3-year, and 5-year OS was constructed. The evaluation metrics, including C-indexes, ROC curves, calibration curves, and DCA curves, demonstrated the excellent predictive performance of the nomogram. Additionally, the risk grouping system effectively stratified BC patients with multi-organ metastases into distinct prognostic categories. CONCLUSION The developed nomogram showed high accuracy in predicting the survival probability of BC patients with multi-organ metastases, providing valuable information for patient counseling and treatment decision making.
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Affiliation(s)
- Xiao Huang
- Clinical Medical College, Yangzhou University, Yangzhou, China
| | - An Xu
- Clinical Medical College, Yangzhou University, Yangzhou, China
| | - Xiangnan Xu
- Department of Breast Surgery, Northern Jiangsu People's Hospital, Clinical Medical College of Yangzhou University, Yangzhou, China
| | - Zhou Luo
- Department of Breast Surgery, Northern Jiangsu People's Hospital, Clinical Medical College of Yangzhou University, Yangzhou, China
| | - Chunlian Li
- Clinical Medical College, Yangzhou University, Yangzhou, China
- Department of Breast Surgery, Northern Jiangsu People's Hospital, Clinical Medical College of Yangzhou University, Yangzhou, China
| | - Xueying Wang
- Clinical Medical College, Yangzhou University, Yangzhou, China
- Department of Breast Surgery, Northern Jiangsu People's Hospital, Clinical Medical College of Yangzhou University, Yangzhou, China
| | - Deyuan Fu
- Department of Breast Surgery, Northern Jiangsu People's Hospital, Clinical Medical College of Yangzhou University, Yangzhou, China
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32
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Lu J, Ren H, Liu Y, Wang Y, Rong Y, Wang Y, Wang F, Li T, Shang L. Knowledge, attitude, and willingness toward breast magnetic resonance imaging screening among women at high risk of breast cancer in Beijing, China. BMC Public Health 2024; 24:2909. [PMID: 39434008 PMCID: PMC11494866 DOI: 10.1186/s12889-024-20370-7] [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: 03/15/2024] [Accepted: 10/11/2024] [Indexed: 10/23/2024] Open
Abstract
BACKGROUND Annual breast magnetic resonance imaging (MRI) is highly recommended to assist mammography for women at high risk of breast cancer (BC). This study explored the knowledge, attitude, and willingness toward breast MRI screening among women at high risk of BC. METHODS This cross-sectional study enrolled women at high risk of BC between August 2022 and January 2023 in Beijing, China. A structural equation model (SEM) was used to analyze the relationships among knowledge, attitude, and willingness. RESULTS A total of 596 questionnaires were collected, and 412 questionnaires (69.13%) were valid. The women's knowledge and attitude scores were 7.75 ± 2.79 (possible range: 0-12) and 48.53 ± 6.31 (possible range: 13-65). Among the women, 297 (72.09%) were willing to undergo regular breast MRI screening. The SEM showed that knowledge had direct effect on attitude [β = 0.77, 95% CI: (0.57, 0.98), P < 0.001], the attitude had direct effect on willingness [β = 0.02, 95% CI: (0.01, 0.02), P < 0.001], knowledge had an indirect effect on willingness through attitude [β = 0.01, 95% CI: (0.01,0.02), P < 0.001], and the direct effect of knowledge on practice was not significant. CONCLUSIONS The women at high risk of BC had insufficient knowledge and a relatively positive attitude toward breast MRI screening. Most of them were willing to undergo regular breast MRI screening. Advertising and public health education programs should be designed to improve their knowledge and attitude, therefore improving their willingness and practice.
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Affiliation(s)
- Jing Lu
- Department of Radiology, Fourth Medical Center of PLA General Hospital, Beijing, 100048, China
| | - Hongwei Ren
- Department of Radiology, Fifth Medical Center of PLA General Hospital, Beijing, 100039, China
| | - Yuhan Liu
- Department of Radiology, Fourth Medical Center of PLA General Hospital, Beijing, 100048, China
| | - Yuxia Wang
- Department of Radiology, Fourth Medical Center of PLA General Hospital, Beijing, 100048, China
| | - Youzhi Rong
- Department of Radiology, Fourth Medical Center of PLA General Hospital, Beijing, 100048, China
| | - Yahui Wang
- Department of Radiology, Fourth Medical Center of PLA General Hospital, Beijing, 100048, China
| | - Feie Wang
- Department of Radiology, Fourth Medical Center of PLA General Hospital, Beijing, 100048, China
| | - Tianran Li
- Department of Radiology, Fourth Medical Center of PLA General Hospital, Beijing, 100048, China.
| | - Liutong Shang
- Department of Radiology, Fourth Medical Center of PLA General Hospital, Beijing, 100048, China.
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33
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Shen C, Liao H, Wang Q, Liu H, Sun X. Effects of Inc parameter on quality of VMAT radiotherapy plans for right breast cancer based on dosimetric study. Medicine (Baltimore) 2024; 103:e40125. [PMID: 39465838 PMCID: PMC11479492 DOI: 10.1097/md.0000000000040125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Accepted: 09/27/2024] [Indexed: 10/29/2024] Open
Abstract
This study aimed to investigate the influence of gantry angle increment (Inc) parameters on the Monaco treatment planning system for volumetric modulated arc therapy (VMAT) in right breast cancer, and to determine the optimal Inc parameters. Twenty-three patients with right breast cancer at the Sir Run Run Shaw Hospital from August 2022 to August 2023 were retrospectively selected. Four VMAT plans were generated for each patient incorporating Inc of 10°, 20° (control group), 30°, and 40°, while the other optimization parameters and constraint functions remained constant. The D98 and conformity index were lower in the Inc30 and Inc40 groups than in the Inc20 group. As Inc increased from 10° to 30°, the irradiated dose to the ipsilateral lung, including the V20, V5, and Dmax, mean dose, gradually increased. There were no statistically significant differences in the irradiated dose to the contralateral breast, contralateral lung, heart, esophagus, and brachial plexus. The number of monitor units and control points decreased with increasing Inc. Smaller Inc values can achieve higher target coverage and lower irradiated dose to the ipsilateral lung, but will reduce delivery efficiency. Considering the plan quality and delivery efficiency, an Inc of 10° or 20° is recommended for right breast cancer VMAT plans.
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Affiliation(s)
- Chong Shen
- Department of Radiation Oncology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Hailong Liao
- Department of Radiation Oncology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Qi Wang
- Department of Radiation Oncology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Hai Liu
- Department of Radiation Oncology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xiaonan Sun
- Department of Radiation Oncology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
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34
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Islam MS, Akter F, Rahman MM, Rafe MR, Aziz MA, Parvin S, Mosaddek ASM, Islam MS, Akter MW. Impact of ALDH1A1 and NQO1 gene polymorphisms on the response and toxicity of chemotherapy in Bangladeshi breast cancer patients. Cancer Chemother Pharmacol 2024; 94:507-516. [PMID: 39012380 DOI: 10.1007/s00280-024-04700-5] [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: 08/13/2022] [Accepted: 07/05/2024] [Indexed: 07/17/2024]
Abstract
PURPOSE Cyclophosphamide, Epirubicin/Doxorubicin, 5-fluorouracil (CEF or CAF) chemotherapy has long been a standard first-line treatment for breast cancer. The genetic variations of enzymes that are responsible for the metabolism of these drugs have been linked to altered treatment response and toxicity. Two drug-metabolizing enzymes ALDH1A1 and NQO1 are critically involved in the pathways of CEF/CAF metabolism. This study aimed to evaluate the effect of ALDH1A1 (rs13959) and NQO1 (rs1800566) polymorphisms on treatment response and toxicities caused by adjuvant (ACT) and neoadjuvant chemotherapy (NACT) where CEF/CAF combination was used to treat Bangladeshi breast cancer patients. METHODS A total of 330 patients were recruited from various hospitals, with 150 receiving neoadjuvant chemotherapy and 180 receiving adjuvant chemotherapy. To extract genomic DNA, a non-enzymatic simple salting out approach was adopted. The polymerase chain reaction-restriction fragment length polymorphism method was used to detect genetic polymorphisms. Unconditional logistic regression was used to derive odds ratios (ORs) with 95% confidence intervals (CIs) to study the association between genetic polymorphisms and clinical outcome and toxicity. RESULTS A statistically significant association was observed between ALDH1A1 (rs13959) polymorphism and treatment response (TT vs. CC: aOR = 6.40, p = 0.007; recessive model: aOR = 6.38, p = 0.002; allele model: p = 0.032). Patients with the genotypes TT and CT + TT of the NQO1 (rs1800566) polymorphism had a significantly higher risk of toxicities such as anemia (aOR = 0.34, p = 0.006 and aOR = 0.58, p = 0.021), neutropenia (aOR = 0.42, p = 0.044 and aOR = 0.57, p = 0.027), leukopenia (aOR = 0.33, p = 0.010 and aOR = 0.46, p = 0.005), and gastrointestinal toxicity (aOR = 0.30, p = 0.02 and aOR = 0.38, p = 0.006) when compared to the wild CC genotype, while patients with the genotype CT had a significant association with gastrointestinal toxicity (aOR = 0.42, p = 0.02) and leukopenia (aOR = 0.52, p = 0.010). The TT and CT + TT genotypes of rs13959 had a significantly higher risk of anemia (aOR = 2.00, p = 0.037 and aOR = 1.68, p = 0.029). There was no significant association between rs1800566 polymorphism and treatment response. CONCLUSION Polymorphisms in ALDH1A1 (rs13959) and NQO1 (rs1800566) may be useful in predicting the probability of treatment response and adverse effects from CEF or CAF-based chemotherapy in breast cancer patients.
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Affiliation(s)
- Md Siddiqul Islam
- Department of Pharmacy, Southeast University, Dhaka, 1213, Bangladesh
| | - Ferdowsi Akter
- Department of Pharmacy, Southeast University, Dhaka, 1213, Bangladesh
| | - Md Mosiqur Rahman
- Department of Pharmacy, Southeast University, Dhaka, 1213, Bangladesh
| | - Md Rajdoula Rafe
- Department of Pharmacy, Jagannath University, Dhaka, 1100, Bangladesh
| | - Md Abdul Aziz
- Department of Pharmacy, State University of Bangladesh, Dhaka, 1205, Bangladesh
| | - Salma Parvin
- QUEST Bangladesh - Biomedical Research Centre, Dhaka, 1230, Bangladesh
| | - Abu Syed Md Mosaddek
- QUEST Bangladesh - Biomedical Research Centre, Dhaka, 1230, Bangladesh
- Uttara Adhunik Medical College, Dhaka, 1230, Bangladesh
| | - Mohammad Safiqul Islam
- Department of Pharmacy, Noakhali Science and Technology University, Sonapur, Noakhali, 3814, Bangladesh.
| | - Md Wahid Akter
- Department of Radiation Oncology, National Institute of Cancer Research & Hospital (NICRH), Dhaka, 1212, Bangladesh
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Masurkar PP, Prajapati P, Canedo J, Goswami S, Earl S, Bhattacharya K. Cost-effectiveness of CDK4/6 inhibitors in HR+/HER2- metastatic breast cancer: a systematic review and meta-analysis. Curr Med Res Opin 2024; 40:1753-1767. [PMID: 39305463 DOI: 10.1080/03007995.2024.2402074] [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: 03/06/2024] [Revised: 08/31/2024] [Accepted: 09/04/2024] [Indexed: 10/10/2024]
Abstract
BACKGROUND Cyclin-dependent kinase 4/6 (CDK 4/6) inhibitors have emerged as a significant advancement in the treatment of HR+/HER2- metastatic breast cancer (MBC). Despite the clinical efficacy of CDK 4/6 inhibitors in HR+/HER2- metastatic breast cancer, there remains a significant gap in understanding their cost-effectiveness, particularly regarding the long-term economic impact and the key drivers of costs, when used in combination with endocrine therapy. This study aims to systematically review and conduct a meta-analysis of cost-effectiveness studies evaluating CDK4/6 inhibitors in treatment of HR+/HER2- advanced breast cancer and identify key drivers of costs of CDK4/6 inhibitors in combination with endocrine therapy. METHODS A comprehensive search of PubMed and Embase was conducted to identify peer-reviewed studies from February 2015 to March 2022 reporting cost-effectiveness of CDK4/6 inhibitors in MBC treatment. Incremental net benefits (INBs) were estimated, and meta-analysis was conducted. This review adheres to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. RESULTS We identified 120 articles, of which 18 were eligible for systematic review and 16 for meta-analysis. None of the three CDK4/6 inhibitors had positive INB compared to endocrine/aromatase inhibitors therapy alone. The pooled INB was estimated at -$149,266.87 (95% Confidence Interval (CI) = -$196,961.54, -$101,572.20). CONCLUSION The combination of CDK4/6 inhibitors and letrozole/endocrine therapy for the treatment of postmenopausal patients with advanced HR+/HER2 - MBC was not cost-effective.
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Affiliation(s)
- Prajakta P Masurkar
- Department of Pharmaceutical Health Outcomes and Policy, University of Houston, Houston, TX, USA
- Now with Amgen Inc, Thousand Oaks, CA, USA
| | - Prachi Prajapati
- Department of Pharmacy Administration, University of Mississippi, University, MS, USA
| | - Joanne Canedo
- Department of Pharmacy Administration, University of Mississippi, University, MS, USA
| | - Swarnali Goswami
- Department of Pharmacy Administration, University of Mississippi, University, MS, USA
- Complete Health Economics and Outcomes Solutions, LLC, Chalfont, PA, USA
| | - Sally Earl
- Department of Pharmacy Practice, University of Mississippi, University, MS, USA
| | - Kaustuv Bhattacharya
- Department of Pharmacy Administration, University of Mississippi, University, MS, USA
- Center for Pharmaceutical Marketing and Management, University of Mississippi, University, MS, USA
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Dowling GP, Keelan S, Cosgrove NS, Daly GR, Giblin K, Toomey S, Hennessy BT, Hill ADK. Receptor Discordance in Metastatic Breast Cancer; a review of clinical and genetic subtype alterations from primary to metastatic disease. Breast Cancer Res Treat 2024; 207:471-476. [PMID: 39090418 PMCID: PMC11420314 DOI: 10.1007/s10549-024-07431-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2023] [Accepted: 07/02/2024] [Indexed: 08/04/2024]
Abstract
PURPOSE Receptor and subtype discordance between primary breast tumours and metastases is a frequently reported phenomenon. The aim of this article is to review the current evidence on receptor discordance in metastatic breast cancer and to explore the benefit of performing a repeat biopsy in this context. METHODS Searches were undertaken on PubMed and Clinicaltrials.gov for relevant publications and trials. CONCLUSION The current guidelines recommend offering to perform a biopsy of a metastatic lesion to evaluate receptor status. The choice of systemic therapy in metastatic disease is often based on the receptor status of the primary lesion. As therapeutic decision making is guided by subtype, biopsy of the metastatic lesion to determine receptor status may alter treatment. This article discusses discordance rates, the mechanisms of receptor discordance, the effect of discordance on treatment and survival outcomes, as well as highlighting some ongoing clinical trials in patients with metastatic breast cancer.
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Affiliation(s)
- Gavin P Dowling
- Medical Oncology Lab, Department of Molecular Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland.
- The Department of Surgery, Royal College of Surgeons in Ireland, Dublin, Ireland.
- The Department of Surgery, Beaumont Hospital, Dublin, Ireland.
| | - Stephen Keelan
- The Department of Surgery, Royal College of Surgeons in Ireland, Dublin, Ireland
- The Department of Surgery, Beaumont Hospital, Dublin, Ireland
| | - Nicola S Cosgrove
- The Department of Surgery, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Gordon R Daly
- The Department of Surgery, Royal College of Surgeons in Ireland, Dublin, Ireland
- The Department of Surgery, Beaumont Hospital, Dublin, Ireland
| | - Katie Giblin
- The Department of Surgery, Royal College of Surgeons in Ireland, Dublin, Ireland
- The Department of Surgery, Beaumont Hospital, Dublin, Ireland
| | - Sinead Toomey
- Medical Oncology Lab, Department of Molecular Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Bryan T Hennessy
- Medical Oncology Lab, Department of Molecular Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Arnold D K Hill
- The Department of Surgery, Royal College of Surgeons in Ireland, Dublin, Ireland
- The Department of Surgery, Beaumont Hospital, Dublin, Ireland
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Martín M, Sohn J. Reply to A. Okeya et al. J Clin Oncol 2024; 42:3380-3381. [PMID: 38991188 DOI: 10.1200/jco.24.01190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Accepted: 06/03/2024] [Indexed: 07/13/2024] Open
Affiliation(s)
- Miguel Martín
- Miguel Martín, MD, PhD, Hospital Gregorio Marañón, Universidad Complutense, GEICAM, CIBERONC, Madrid, Spain; and Joohyuk Sohn, MD, PhD, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Joohyuk Sohn
- Miguel Martín, MD, PhD, Hospital Gregorio Marañón, Universidad Complutense, GEICAM, CIBERONC, Madrid, Spain; and Joohyuk Sohn, MD, PhD, Yonsei University College of Medicine, Seoul, Republic of Korea
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Huang Y, Cao Y, Hu X, Lan X, Chen H, Tang S, Li L, Cheng Y, Gong X, Wang W, Jiang F, Yin T, Wang X, Zhang J. Early Identification of Pathologic Complete Response to Neoadjuvant Chemotherapy Using Multiphase DCE-MRI by Siamese Network in Breast Cancer: A Longitudinal Multicenter Study. J Magn Reson Imaging 2024; 60:1325-1337. [PMID: 38109316 DOI: 10.1002/jmri.29188] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 11/30/2023] [Accepted: 12/02/2023] [Indexed: 12/20/2023] Open
Abstract
BACKGROUND Siamese network (SN) using longitudinal DCE-MRI for pathologic complete response (pCR) identification lack a unified approach to phases selection. PURPOSE To identify pCR in early-stage NAC, using SN with longitudinal DCE-MRI and introducing IPS for phases selection. STUDY TYPE Multicenter, longitudinal. POPULATION Center A: 162 female patients (50.63 ± 8.41 years) divided 7:3 into training and internal validation cohorts. Center B: 61 female patients (50.08 ± 7.82 years) were used as an external validation cohort. FIELD STRENGTH/SEQUENCE Center A: single vendor 3.0 T with a compressed-sensing volume interpolated breath-hold examination sequence. Center B: single vendor 1.5 T with volume interpolated breath-hold examination sequence. ASSESSMENT Patients underwent DCE-MRI before and after two NAC cycles, with tumor regions of interest (ROI) manually delineated. Histopathology was the reference for pCR identification. Models developed included a clinical one, four SN models based on IPS-selected phases, and integrated models combining clinical and SN features. STATISTICAL TESTS Model performance was evaluated using the area under the receiver operating characteristic curve (AUC). The DeLong test was used to compare AUCs. Net reclassification improvement and integrated discrimination improvement (IDI) tests were employed for performance comparison. P < 0.05 was considered significant. RESULTS In internal and external validation cohorts, the clinical model showed AUCs of 0.760 and 0.718. SN and integrated models, with increasing phases via IPS, achieved AUCs ranging from 0.813 to 0.951 and 0.818 to 0.922. Notably, SN-3 and integrated-3 and integrated-4 outperformed the clinical model. However, input phases beyond 20% did not significantly enhance performance (IDI test: SN-4 vs. SN-3, P = 0.314 and 0.630; integrated-4 vs. integrated-3, P = 0.785 and 0.709). DATA CONCLUSION The longitudinal multiphase DCE-MRI based on the SN demonstrates promise for identifying pCR in breast cancer. EVIDENCE LEVEL 1 TECHNICAL EFFICACY: Stage 4.
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Affiliation(s)
- Yao Huang
- School of Medicine, Chongqing University, Chongqing, China
- Department of Radiology, Chongqing University Cancer Hospital, Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing, China
| | - Ying Cao
- School of Medicine, Chongqing University, Chongqing, China
- Department of Radiology, Chongqing University Cancer Hospital, Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing, China
| | - Xiaofei Hu
- Department of Radiology, Southwest Hospital, Third Military Medical University (Army Medical University), Chongqing, China
| | - Xiaosong Lan
- Department of Radiology, Chongqing University Cancer Hospital, Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing, China
| | - Huifang Chen
- Department of Radiology, Chongqing University Cancer Hospital, Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing, China
| | - Sun Tang
- Department of Radiology, Chongqing University Cancer Hospital, Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing, China
| | - Lan Li
- Department of Radiology, Chongqing University Cancer Hospital, Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing, China
| | - Yue Cheng
- Department of Radiology, Chongqing University Cancer Hospital, Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing, China
| | - Xueqin Gong
- Department of Radiology, Chongqing University Cancer Hospital, Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing, China
| | - Wei Wang
- Department of Radiology, Chongqing University Cancer Hospital, Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing, China
| | - Fujie Jiang
- Department of Radiology, Chongqing University Cancer Hospital, Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing, China
| | - Ting Yin
- MR Collaborations, Siemens Healthineers Ltd., Chengdu, China
| | - Xiaoxia Wang
- Department of Radiology, Chongqing University Cancer Hospital, Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing, China
| | - Jiuquan Zhang
- Department of Radiology, Chongqing University Cancer Hospital, Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing, China
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Kote R, Ravina M, Goyal H, Mohanty D, Gupta R, Shukla AK, Reddy M, Prasanth PN. Role of textural and radiomic analysis parameters in predicting histopathological parameters of the tumor in breast cancer patients. Nucl Med Commun 2024; 45:835-847. [PMID: 39113592 DOI: 10.1097/mnm.0000000000001885] [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: 01/18/2025]
Abstract
INTRODUCTION Texture and radiomic analysis characterizes the tumor's phenotype and evaluates its microenvironment in quantitative terms. This study aims to investigate the role of textural and radiomic analysis parameters in predicting histopathological factors in breast cancer patients. MATERIALS AND METHODS Two hundred and twelve primary breast cancer patients underwent 18 F-FDG PET/computed tomography for staging. The images were processed in a commercially available textural analysis software. ROI was drawn over the primary tumor with a 40% threshold and was processed further to derive textural and radiomic parameters. These parameters were then compared with histopathological factors of tumor. Receiver-operating characteristic analysis was performed with a P -value <0.05 for statistical significance. The significant parameters were subsequently utilized in various machine learning models to assess their predictive accuracy. RESULTS A retrospective study of 212 primary breast cancer patients was done. Among all the significant parameters, SUVmin, SUVmean, SUVstd, SUVmax, discretized HISTO_Entropy, and gray level co-occurrence matrix_Contrast were found to be significantly associated with ductal carcinoma type. Four parameters (SUVmin, SUVmean, SUVstd, and SUVmax) were significant in differentiating the luminal subtypes of the tumor. Five parameters (SUVmin, SUVmean, SUVstd, SUVmax, and SUV kurtosis) were significant in predicting the grade of the tumor. These parameters showcased robust capabilities in predicting multiple histopathological parameters when tested using machine learning algorithms. CONCLUSION Though textural analysis could not predict hormonal receptor status, lymphovascular invasion status, perineural invasion status, microcalcification status of tumor, and all the molecular subtypes of the tumor, it could predict the tumor's histologic type, triple-negative subtype, and score of the tumor noninvasively.
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Affiliation(s)
| | | | | | | | | | - Arvind Kumar Shukla
- Department of Community and Family Medicine, All India Institute of Medical Sciences, Raipur, India
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Ma X, Zhang L, Xiao Q, Huang Y, Lin L, Peng W, Gong J, Gu Y. Predicting Prognosis of Phyllodes Tumors Using a Mammography- and Magnetic Resonance Imaging-Based Radiomics Model: A Preliminary Study. Clin Breast Cancer 2024; 24:e571-e582.e1. [PMID: 38839461 DOI: 10.1016/j.clbc.2024.05.006] [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: 11/30/2023] [Revised: 04/25/2024] [Accepted: 05/13/2024] [Indexed: 06/07/2024]
Abstract
PURPOSE To investigate whether a radiomics model based on mammography (MG) and magnetic resonance imaging (MRI) can be used to predict disease-free survival (DFS) after phyllodes tumor (PT) surgery. METHOD About 131 PT patients who underwent MG and MRI before surgery between January 2010 and December 2020 were retrospectively enrolled, including 15 patients with recurrence and metastasis and 116 without recurrence. 884 and 3138 radiomic features were extracted from MG and MR images, respectively. Then, multiple radiomics models were established to predict the recurrence risk of the patients by applying a support vector machine classifier. The area under the ROC curve (AUC) was calculated to evaluate model performance. After dividing the patients into high- and low-risk groups based on the predicted radiomics scores, survival analysis was conducted to compare differences between the groups. RESULTS In total, 3 MG-related and 5 MRI-related radiomic models were established; the prediction performance of the T1WI feature fusion model was the best, with an AUC value of 0.93. After combining the features of MG and MRI, the AUC increased to 0.95. Furthermore, the MG, MRI and all-image radiomic models had statistically significant differences in survival between the high- and low-risk groups (P < .001). All-image radiomics model showed higher survival performance than the MG and MRI radiomics models alone. CONCLUSIONS Radiomics features based on preoperative MG and MR images can predict DFS after PT surgery, and the prediction score of the image radiomics model can be used as a potential indicator of recurrence risk.
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Affiliation(s)
- Xiaowen Ma
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Li Zhang
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Qin Xiao
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yan Huang
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Luyi Lin
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Weijun Peng
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Jing Gong
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.
| | - Yajia Gu
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.
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Pratt CG, Whitrock JN, Carter MM, Long SA, Lewis JD, Heelan AA. Implementation of Choosing Wisely ® Recommendations for Lymph Node Surgery in Male Breast Cancer. Ann Surg Oncol 2024; 31:7641-7653. [PMID: 39031258 PMCID: PMC11452444 DOI: 10.1245/s10434-024-15811-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Accepted: 07/01/2024] [Indexed: 07/22/2024]
Abstract
BACKGROUND The Choosing Wisely® (CW) campaign recommended de-implementation of surgical management of axillary nodes in specified patients. This study aimed to assess trends in the application of CW guidelines for lymph node (LN) surgery in males with breast cancer. METHODS The National Cancer Database was queried for males diagnosed with breast cancer from 2017 to 2020. Patients were categorized into two cohorts based on CW criteria. Cohort 1 included all T1-2, clinically node-negative patients who underwent breast-conserving therapy and with ≤ 2 positive nodes, and Cohort 2 included all T1-2, node-negative, hormone receptor-positive, human epidermal growth factor receptor 2 (HER2)-negative patients aged ≥ 70 years. In Cohort 1, patients who underwent sentinel LN biopsy (SLNB) alone were compared with axillary LN dissection (ALND) or no LN surgery, while in Cohort 2, patients who underwent LN surgery were compared with those with no LN surgery. RESULTS Of 617 patients who met the criteria for Cohort 1, 73.1% underwent SLNB alone compared with ALND (11.8%) or no LN surgery (15.1%). Those who received SLNB alone were younger (65 vs. 68 vs. 73 years; p < 0.001). The annual proportion of males who underwent SLNB alone remained stable from 2017 to 2020. Overall, 1565 patients met the criteria for Cohort 2, and 84.9% received LN surgery. LN surgery was omitted in older patients (81 vs. 77; p < 0.001). The proportion of elderly males with early-stage breast cancer who underwent LN surgery increased from 2017 to 2020. CONCLUSION This study demonstrates that CW recommendations are not being routinely applied to males. These findings reinforce the need for additional studies and subsequent recommendations for optimal application of axillary surgery de-implementation for males diagnosed with breast cancer.
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Affiliation(s)
- Catherine G Pratt
- Cincinnati Research in Outcomes and Safety in Surgery (CROSS) Research Group, Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
| | - Jenna N Whitrock
- Cincinnati Research in Outcomes and Safety in Surgery (CROSS) Research Group, Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Michela M Carter
- Cincinnati Research in Outcomes and Safety in Surgery (CROSS) Research Group, Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Szu-Aun Long
- Cincinnati Research in Outcomes and Safety in Surgery (CROSS) Research Group, Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Jaime D Lewis
- Cincinnati Research in Outcomes and Safety in Surgery (CROSS) Research Group, Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Surgical Oncology, Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Alicia A Heelan
- Cincinnati Research in Outcomes and Safety in Surgery (CROSS) Research Group, Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Surgical Oncology, Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, USA
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Zhang X, Miao J, Song Y, Zhang J, Miao M. Review on effects and mechanisms of plant-derived natural products against breast cancer bone metastasis. Heliyon 2024; 10:e37894. [PMID: 39318810 PMCID: PMC11420494 DOI: 10.1016/j.heliyon.2024.e37894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 08/16/2024] [Accepted: 09/12/2024] [Indexed: 09/26/2024] Open
Abstract
Bone metastasis is the prevalent form of metastasis in breast cancer, resulting in severe pain, pathological fractures, nerve compression, hypercalcemia, and other complications that significantly impair patients' quality of life. The infiltration and colonization of breast cancer (BC) cells in bone tissue disrupt the delicate balance between osteoblasts and osteoclasts within the bone microenvironment, initiating a vicious cycle of bone metastasis. Once bone metastasis occurs, conventional medical therapy with bone-modifying agents is commonly used to alleviate bone-related complications and improve patients' quality of life. However, the utilization of bone-modifying agents may cause severe drug-related adverse effects. Plant-derived natural products such as terpenoids, alkaloids, coumarins, and phenols have anti-tumor, anti-inflammatory, and anti-angiogenic pharmacological properties with minimal side effects. Certain natural products that exhibit both anti-breast cancer and anti-bone metastasis effects are potential therapeutic agents for breast cancer bone metastasis (BCBM). This article reviewed the effects of plant-derived natural products against BCBM and their mechanisms to provide a reference for the research and development of drugs related to BCBM.
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Affiliation(s)
- Xiaolei Zhang
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, 450046, China
| | - Jinxin Miao
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, 450046, China
| | - Yagang Song
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, 450046, China
| | - Jiawen Zhang
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, 450046, China
| | - Mingsan Miao
- Academy of Chinese Medical Sciences, Henan University of Chinese Medicine, Zhengzhou, 450046, China
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Tang WZ, Mangantig E, Iskandar YHP, Cheng SL, Yusuf A, Jia K. Prevalence and associated factors of psychological distress among patients with breast cancer: a systematic review and meta-analysis. BMJ Open 2024; 14:e077067. [PMID: 39327054 PMCID: PMC11429273 DOI: 10.1136/bmjopen-2023-077067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Accepted: 09/09/2024] [Indexed: 09/28/2024] Open
Abstract
OBJECTIVE This paper aims to evaluate the literature on the prevalence of psychological distress and its associated factors in patients with breast cancer. DESIGN Systematic review and meta-analysis. DATA SOURCES PubMed, Web of Science, Embase, the Cochrane Library, China National Knowledge Infrastructure and Wanfang were searched from inception to 11 June 2024. ELIGIBILITY CRITERIA Studies reported data on the prevalence and correlates of psychological distress were included. Review, letter, conference abstracts and articles not available in English and Chinese were excluded. DATA EXTRACTION AND SYNTHESIS Two researchers independently conducted literature screening, data extraction and bias risk assessment. Meta-analysis was employed to estimate the prevalence and correlates of psychological distress in patients with breast cancer. The Agency for Healthcare Research and Quality and the Newcastle-Ottawa Scale were used for quality assessment. Meta-analysis was performed by using the R V.4.1.1 software. RESULTS In total, 34 studies representing 13 828 patients with breast cancer were included in the study. Most of the studies were cross-sectional study (n=25, 73.53%%). The pooled prevalence of psychological distress was 50% (95% CI 42% to 58%, I2=98%). Results showed that psychological distress was positively correlated with younger age (z=0.13, 95% CI 0.07 to 0.20), having children (z=0.39, 95% CI 0.11 to 0.61), poor financial situation (z=0.12, 95% CI -0.03 to 0.26), short time since diagnosis (z=0.19, 95% CI 0.01 to 0.36), previous treatment (z=0.15, 95% CI 0.03 to 0.27), distant metastasis (z=0.31, 95% CI 0.07 to 0.52), chemotherapy (z=0.22, 95% CI 0.05 to 0.38), prior emotional status (z=0.40, 95% CI 0.29 to 0.50), body image damaged (z=0.10, 95% CI -0.01 to 0.21), negative coping (z=0.12, 95% CI -0.11 to 0.34), communication avoidance (z=0.32, 95% CI 0.24 to 0.39) and negatively correlated with married (z=-0.25, 95% CI 0.45 to -0.02), high education level (z=-0.19, 95% CI -0.40 to 0.05), having insured (z=-0.04, 95% CI -0.15 to 0.08), full employment (z=-0.40, 95% CI -0.61 to -0.14), time of completion of treatment (z=-0.12, 95% CI -0.30 to -0.06), surgery (z=-0.05, 95% CI -0.53 to 0.45), social support (z=-0.18, 95% CI -0.29 to -0.06), post-traumatic growth (z=-0.19, 95% CI -0.34 to -0.03), good physical conditions (z=-0.17, 95% CI -0.29 to -0.04), positive coping (z=-0.22, 95% CI -0.53 to 0.15). CONCLUSION Our findings indicated that the prevalence of psychological distress in patients with breast cancers was 50% and 21 correlates of psychological distress. Screening and evidence-based interventions are urgent and essential to address this public concern and promote the health of patients with breast cancer. PROSPERO REGISTRATION NUMBER CRD42023397109.
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Affiliation(s)
- Wen-Zhen Tang
- School of Health Sciences, Health Campus, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia
| | - Ernest Mangantig
- Advanced Medical and Dental Institute, Universiti Sains Malaysia, Kepala Batas, Pulau Pinang, Malaysia
| | | | - Shi-li Cheng
- School of Health Sciences, Health Campus, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia
| | - Azlina Yusuf
- School of Health Sciences, Health Campus, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia
| | - Kui Jia
- The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
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Deng Y, Tan C, Huang S, Zhou Z, Luo X, Yang X, Sun M. Engineered Platelet for In Situ Natural Killer Cell Activation to Inhibit Tumor Recurrence. NANO LETTERS 2024; 24:11814-11822. [PMID: 39282986 DOI: 10.1021/acs.nanolett.4c02316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/26/2024]
Abstract
Natural killer (NK) cells offer profound advantages against tumor recurrence due to their unique immunological behavior. NK cell therapies associated with the antibody-dependent cell-mediated cytotoxicity (ADCC) effect have made remarkable progress while being limited by insufficient antibody binding and the exhausted state of NK cells in the postsurgical immunosuppressive microenvironment. Leveraging the adherence of PLT to tumor cells, we developed an exogenously implanted platelet (PLT)-based NK cell-driven system (PLT-IgG-IL15) to improve the identifiability of residual tumors with IgG antibody labeling for NK cells catching and engaging, which consequently restored the ADCC effect and promoted the recovery of their killing function. Furthermore, interleukin-15 (IL-15) participated in the augmentation of NK cell function. Collectively, PLT-IgG-IL15 served as an NK cell tumor cell engager as well as an NK cell charger, achieving a <40% recurrence rate in mouse tumor models.
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Affiliation(s)
- Yueyang Deng
- NMPA Key Laboratory for Research and Evaluation of Pharmaceutical Preparations and Excipients, State Key Laboratory of Natural Medicines, Department of Pharmaceutics, China Pharmaceutical University, Nanjing 210009, China
| | - Caixia Tan
- NMPA Key Laboratory for Research and Evaluation of Pharmaceutical Preparations and Excipients, State Key Laboratory of Natural Medicines, Department of Pharmaceutics, China Pharmaceutical University, Nanjing 210009, China
| | - Shuguang Huang
- NMPA Key Laboratory for Research and Evaluation of Pharmaceutical Preparations and Excipients, State Key Laboratory of Natural Medicines, Department of Pharmaceutics, China Pharmaceutical University, Nanjing 210009, China
| | - Zhanwei Zhou
- NMPA Key Laboratory for Research and Evaluation of Pharmaceutical Preparations and Excipients, State Key Laboratory of Natural Medicines, Department of Pharmaceutics, China Pharmaceutical University, Nanjing 210009, China
| | - Xinping Luo
- NMPA Key Laboratory for Research and Evaluation of Pharmaceutical Preparations and Excipients, State Key Laboratory of Natural Medicines, Department of Pharmaceutics, China Pharmaceutical University, Nanjing 210009, China
| | - Xue Yang
- NMPA Key Laboratory for Research and Evaluation of Pharmaceutical Preparations and Excipients, State Key Laboratory of Natural Medicines, Department of Pharmaceutics, China Pharmaceutical University, Nanjing 210009, China
| | - Minjie Sun
- NMPA Key Laboratory for Research and Evaluation of Pharmaceutical Preparations and Excipients, State Key Laboratory of Natural Medicines, Department of Pharmaceutics, China Pharmaceutical University, Nanjing 210009, China
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Gharaibeh L, Liswi M, Al-Ajlouni R, Shafei D, Fakheraldeen RE. Community Pharmacists' Readiness for Breast Cancer Mammogram Promotion: A National Survey from Jordan. J Multidiscip Healthc 2024; 17:4475-4489. [PMID: 39308798 PMCID: PMC11416785 DOI: 10.2147/jmdh.s471151] [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: 03/28/2024] [Accepted: 08/28/2024] [Indexed: 09/25/2024] Open
Abstract
Purpose Mammography is the gold standard screening technique for early detection of breast cancer. This study aimed to assess the knowledge of community pharmacists of different aspects emphasized by the JBCP programs. This study also identifies the attitudes and barriers towards promoting early detection services. Patients and Methods This study was a cross-sectional survey of community pharmacists in Jordan. Pharmacists were randomly selected and asked to complete an electronic questionnaire. Inclusion criteria: a pharmacist with a bachelor's degree or higher and registered at the JPA working in a community pharmacy. The questionnaire included demographic and socioeconomic information, knowledge, attitudes towards breast cancer screening mammography services, and barriers towards participation in the promotion of these services. Results A total of 1,088 community pharmacists were approached, 1,000 (91.8%) completed the questionnaire. Participants had an average age of 34 years ± 10.8 and average experience of 9.1 ± 9.5 years. Only 48 (37.8%) of the female pharmacists aged 40 years or older underwent a mammogram. Knowledge of symptoms of breast cancer was the highest with a score of 755, followed by knowledge of risk factors (670) and finally early detection of breast cancer (540). Many barriers were reported by the community pharmacists including lack of educational materials and time constraints. Pharmacists with higher educational levels (p<0.001), of female gender (p<0.001), attended continuous cancer-related education (p<0.001), encountered a higher percentage of female customers (p<0.001), in a certain geographic location (p=0.003), underwent mammography (p=0.014), and encountered high frequency of inquiries on mammogram by the customers (p<0.001) were all associated with higher knowledge scores. Conclusion Despite the reported barriers and insufficient knowledge in certain aspects of early detection of breast cancer, community pharmacists have positive attitudes and can be a valuable asset for awareness-raising efforts.
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Affiliation(s)
- Lobna Gharaibeh
- Biopharmaceutics and Clinical Pharmacy Department, Al-Ahliyya Amman University, Amman, Jordan
| | - Mohammed Liswi
- Civilian Research and Development Foundation (CRDF) Global, Amman, Jordan
| | - Reem Al-Ajlouni
- Jordan Breast Cancer Program, King Hussein Cancer Foundation, Amman, Jordan
| | - Dina Shafei
- Jordan Breast Cancer Program, King Hussein Cancer Foundation, Amman, Jordan
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Qin Y, Li Z, Zhang X, Li J, Teng Y, Zhang N, Zhao S, Kong L, Niu W. Pan-cancer exploration of PNO1: A prospective prognostic biomarker with ties to immune infiltration. Heliyon 2024; 10:e36819. [PMID: 39263087 PMCID: PMC11387552 DOI: 10.1016/j.heliyon.2024.e36819] [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: 09/04/2023] [Revised: 08/21/2024] [Accepted: 08/22/2024] [Indexed: 09/13/2024] Open
Abstract
The partner of NOB1 homolog (PNO1) is an RNA-binding protein that participates in ribosome biogenesis and protein modification. The functions of this molecule are largely unknown in cancers, particularly breast cancer. We employed bioinformatics methods to probe the putative oncogenic functions of PNO1 based on expression profiles and clinical data from the cancer genome atlas (TCGA), genotype-tissue expression project (GTEx), human protein atlas (HPA), cancer cell line encyclopedia (CCLE), UALCAN, drug sensitivity in cancer (GDSC) and UCSC XENA databases. Our analyses revealed that PNO1 was overexpressed in 31 malignancies, which excluded kidney chromophobe (KICH) and acute myeloid leukemia (LAML). Prognostic assessments have demonstrated that high PNO1 expression was significantly correlated with poor overall and disease-specific survival in various cancers. The promoter methylation level of PNO1 is significantly decreased in breast invasive carcinoma (BRCA), head and neck squamous cell carcinoma (HNSC), kidney renal papillary cell carcinoma (KIRP), prostate adenocarcinoma (PRAD), thyroid carcinoma (THCA) and uterine corpus endometrial carcinoma (UCEC). Furthermore, inhibition of PNO1 decreased the viability, migration and invasion of breast cancer cells, and these results were confirmed by mouse xenograft models of breast cancer. In addition, we discovered that tumor microenvironment (TME), immune infiltration, and chemotherapy sensitivity were influenced by PNO1 expression. Concordantly, our analyses revealed a significant positive correlation between PNO1 and programmed cell death ligand 1 (PD-L1) expression across breast carcinoma samples. In conclusion, these findings indicate that PNO1 could act as a promising prognostic biomarker and adjunct diagnostic indicator, because it affects tumor growth and invasion. Our study offers valuable new perspectives on the oncogenic role of PNO1 in various types of cancers.
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Affiliation(s)
- Yinhui Qin
- Department of Pharmacy, Henan Provincial People's Hospital, Zhengzhou University People's Hospital, Henan University People's Hospital, Zhengzhou, 450003, Henan, China
| | - Zhen Li
- Department of Pathology, Henan Key Laboratory for Digital Pathology Medicine, Henan Provincial People's Hospital, Zhengzhou University People's Hospital, Henan University People's Hospital, Zhengzhou, 450003, Henan, China
| | - Xianwei Zhang
- Department of Pathology, Henan Key Laboratory for Digital Pathology Medicine, Henan Provincial People's Hospital, Zhengzhou University People's Hospital, Henan University People's Hospital, Zhengzhou, 450003, Henan, China
| | - Junjun Li
- The Fourth Affiliated Hospital, Zhejiang University School of Medicine, No. N1 Shangcheng Avenue, Hangzhou, 310058, Zhejiang, China
| | - Yuetai Teng
- Department of Pharmacy, Jinan Vocational College of Nursing, Jinan, 250102, China
| | - Na Zhang
- Shandong Academy of Chinese Medicine, Jinan, 250014, China
| | - Shengyu Zhao
- Shenyang Pharmaceutical University, Shenyang, 110016, China
| | - Lingfei Kong
- Department of Pathology, Henan Key Laboratory for Digital Pathology Medicine, Henan Provincial People's Hospital, Zhengzhou University People's Hospital, Henan University People's Hospital, Zhengzhou, 450003, Henan, China
| | - Weihong Niu
- Department of Pathology, Henan Key Laboratory for Digital Pathology Medicine, Henan Provincial People's Hospital, Zhengzhou University People's Hospital, Henan University People's Hospital, Zhengzhou, 450003, Henan, China
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Kang D, Cho J, Zhao D, Kim J, Kim N, Kim H, Kim S, Kim JY, Park YH, Im YH, Guallar E, Ahn JS. Scalp Cooling in Preventing Persistent Chemotherapy-Induced Alopecia: A Randomized Controlled Trial. J Clin Oncol 2024; 42:3115-3122. [PMID: 38843479 DOI: 10.1200/jco.23.02374] [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: 11/01/2023] [Revised: 03/04/2024] [Accepted: 04/02/2024] [Indexed: 09/07/2024] Open
Abstract
PURPOSE Current studies of the efficacy of scalp cooling are limited by short-term duration. Therefore, we conducted a randomized controlled trial to evaluate the efficacy of scalp cooling in reducing persistent chemotherapy-induced alopecia (PCIA) 6 months after chemotherapy. METHODS We conducted an open-label randomized controlled trial comparing scalp cooling versus control in newly diagnosed patients with breast cancer stages I-III scheduled to receive neoadjuvant or adjuvant chemotherapy with curative intent between December 2020 and August 2021. Patients were randomly assigned (2:1 ratio) to scalp cooling or usual clinical practice. The primary outcome was PCIA 6 months after chemotherapy. Hair thickness and density were measured using Folliscope 5.0. CIA-related distress was assessed using the CIA distress scale (CADS), with a higher score reflecting higher stress. RESULTS The proportion of patients with PCIA at 6 months was 13.5% (12/89) in the scalp-cooling group and 52.0% (26/50) in the control group. The average difference in the change in hair thickness from baseline between the scalp-cooling and control groups was 9.0 μm in favor of the intervention group. The average difference in the change in hair density between intervention and control at the end of the study was -3.3 hairs/cm2. At 6 months after chemotherapy, the average difference in the change in CADS score between the intervention and control groups was -3.2 points, reflecting reduced CIA-related stress in the intervention group. CONCLUSION Scalp cooling reduced the incidence of PCIA, primarily by increasing hair thickness compared with control. Scalp cooling is helpful in promoting qualitative hair regrowth. Yet, further research is necessary to observe longer-term benefits of scalp cooling.
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Affiliation(s)
- Danbee Kang
- Department of Clinical Research Design and Evaluation, SAIHST, Sungkyunkwan University, Seoul, Republic of Korea
- Center for Clinical Epidemiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Juhee Cho
- Department of Clinical Research Design and Evaluation, SAIHST, Sungkyunkwan University, Seoul, Republic of Korea
- Center for Clinical Epidemiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Di Zhao
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
- Department of Medicine and Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins Medical Institutions, Baltimore, MD
| | - Jeonghyun Kim
- Cancer Education Center, Samsung Comprehensive Cancer Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Nayeon Kim
- Department of Clinical Research Design and Evaluation, SAIHST, Sungkyunkwan University, Seoul, Republic of Korea
- Cancer Education Center, Samsung Comprehensive Cancer Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Hoyoung Kim
- Cancer Education Center, Samsung Comprehensive Cancer Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Sooyeon Kim
- Department of Clinical Research Design and Evaluation, SAIHST, Sungkyunkwan University, Seoul, Republic of Korea
- Center for Clinical Epidemiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Ji-Yeon Kim
- Division of Hematology/Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Yeon Hee Park
- Division of Hematology/Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Young Hyuck Im
- Division of Hematology/Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Eliseo Guallar
- Department of Clinical Research Design and Evaluation, SAIHST, Sungkyunkwan University, Seoul, Republic of Korea
- Center for Clinical Epidemiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
- Department of Medicine and Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins Medical Institutions, Baltimore, MD
| | - Jin Seok Ahn
- Division of Hematology/Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
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Li Z, Gao J, Zhou H, Li X, Zheng T, Lin F, Wang X, Chu T, Wang Q, Wang S, Cao K, Liang Y, Zhao F, Xie H, Xu C, Zhang H, Niu Q, Ma H, Mao N. Multiregional dynamic contrast-enhanced MRI-based integrated system for predicting pathological complete response of axillary lymph node to neoadjuvant chemotherapy in breast cancer: multicentre study. EBioMedicine 2024; 107:105311. [PMID: 39191174 PMCID: PMC11400626 DOI: 10.1016/j.ebiom.2024.105311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Revised: 08/11/2024] [Accepted: 08/12/2024] [Indexed: 08/29/2024] Open
Abstract
BACKGROUND The accurate evaluation of axillary lymph node (ALN) response to neoadjuvant chemotherapy (NAC) in breast cancer holds great value. This study aimed to develop an artificial intelligence system utilising multiregional dynamic contrast-enhanced MRI (DCE-MRI) and clinicopathological characteristics to predict axillary pathological complete response (pCR) after NAC in breast cancer. METHODS This study included retrospective and prospective datasets from six medical centres in China between May 2018 and December 2023. A fully automated integrated system based on deep learning (FAIS-DL) was built to perform tumour and ALN segmentation and axillary pCR prediction sequentially. The predictive performance of FAIS-DL was assessed using the area under the receiver operating characteristic curve (AUC), accuracy, sensitivity, and specificity. RNA sequencing analysis were conducted on 45 patients to explore the biological basis of FAIS-DL. FINDINGS 1145 patients (mean age, 50 years ±10 [SD]) were evaluated. Among these patients, 506 were in the training and validation sets (axillary pCR rate of 40.3%), 127 in the internal test set (axillary pCR rate of 37.8%), 414 in the pooled external test set (axillary pCR rate of 48.8%), and 98 in the prospective test set (axillary pCR rate of 43.9%). For predicting axillary pCR, FAIS-DL achieved AUCs of 0.95, 0.93, and 0.94 in the internal test set, pooled external test set, and prospective test set, respectively, which were also significantly higher than those of the clinical model and deep learning models based on single-regional DCE-MRI (all P < 0.05, DeLong test). In the pooled external and prospective test sets, the FAIS-DL decreased the unnecessary axillary lymph node dissection rate from 47.9% to 6.8%, and increased the benefit rate from 52.2% to 86.5%. RNA sequencing analysis revealed that high FAIS-DL scores were associated with the upregulation of immune-mediated genes and pathways. INTERPRETATION FAIS-DL has demonstrated satisfactory performance in predicting axillary pCR, which may guide the formulation of personalised treatment regimens for patients with breast cancer in clinical practice. FUNDING This study was supported by the National Natural Science Foundation of China (82371933), National Natural Science Foundation of Shandong Province of China (ZR2021MH120), Mount Taishan Scholars and Young Experts Program (tsqn202211378), Key Projects of China Medicine Education Association (2022KTM030), China Postdoctoral Science Foundation (314730), and Beijing Postdoctoral Research Foundation (2023-zz-012).
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Affiliation(s)
- Ziyin Li
- School of Medical Imaging, Binzhou Medical University, No. 346 Guanhai Road, Yantai, Shandong, 264003, China; Department of Radiology, Yantai Yuhuangding Hospital, Qingdao University, Yantai, Shandong, 264000, China
| | - Jing Gao
- Department of Radiology, Yantai Yuhuangding Hospital, Qingdao University, Yantai, Shandong, 264000, China
| | - Heng Zhou
- School of Information and Electronic Engineering, Shandong Technology and Business University, Yantai, Shandong, 264005, China
| | - Xianglin Li
- School of Medical Imaging, Binzhou Medical University, No. 346 Guanhai Road, Yantai, Shandong, 264003, China
| | - Tiantian Zheng
- School of Medical Imaging, Binzhou Medical University, No. 346 Guanhai Road, Yantai, Shandong, 264003, China; Department of Radiology, Yantai Yuhuangding Hospital, Qingdao University, Yantai, Shandong, 264000, China
| | - Fan Lin
- Department of Radiology, Yantai Yuhuangding Hospital, Qingdao University, Yantai, Shandong, 264000, China
| | - Xiaodong Wang
- School of Medical Imaging, Binzhou Medical University, No. 346 Guanhai Road, Yantai, Shandong, 264003, China; Department of Radiology, Yantai Yuhuangding Hospital, Qingdao University, Yantai, Shandong, 264000, China
| | - Tongpeng Chu
- Big Data and Artificial Intelligence Laboratory, Yantai Yuhuangding Hospital, Qingdao University, Yantai, Shandong, 264000, China; Shandong Provincial Key Medical and Health Laboratory of Intelligent Diagnosis and Treatment for Women's Diseases, Yantai Yuhuangding Hospital, Qingdao University, Yantai, Shandong, 264000, China
| | - Qi Wang
- Big Data and Artificial Intelligence Laboratory, Yantai Yuhuangding Hospital, Qingdao University, Yantai, Shandong, 264000, China; Shandong Provincial Key Medical and Health Laboratory of Intelligent Diagnosis and Treatment for Women's Diseases, Yantai Yuhuangding Hospital, Qingdao University, Yantai, Shandong, 264000, China
| | - Simin Wang
- Department of Radiology, Fudan University Cancer Center, Shanghai, 200433, China
| | - Kun Cao
- Department of Radiology, Beijing Cancer Hospital, Beijing, 100142, China
| | - Yun Liang
- Department of Radiology, Guilin Municipal Hospital of Traditional Chinese Medicine, Guilin, Yunnan, 541002, China
| | - Feng Zhao
- School of Computer Science and Technology, Shandong Technology and Business University, Yantai, Shandong, 264005, China
| | - Haizhu Xie
- Department of Radiology, Yantai Yuhuangding Hospital, Qingdao University, Yantai, Shandong, 264000, China
| | - Cong Xu
- Physical Examination Center, Yantai Yuhuangding Hospital, Qingdao University, Yantai, Shandong, 264000, China
| | - Haicheng Zhang
- Big Data and Artificial Intelligence Laboratory, Yantai Yuhuangding Hospital, Qingdao University, Yantai, Shandong, 264000, China; Shandong Provincial Key Medical and Health Laboratory of Intelligent Diagnosis and Treatment for Women's Diseases, Yantai Yuhuangding Hospital, Qingdao University, Yantai, Shandong, 264000, China
| | - Qingliang Niu
- Weifang NO.2 People's Hospital, Weifang, Shandong, 261041, China.
| | - Heng Ma
- Department of Radiology, Yantai Yuhuangding Hospital, Qingdao University, Yantai, Shandong, 264000, China.
| | - Ning Mao
- Department of Radiology, Yantai Yuhuangding Hospital, Qingdao University, Yantai, Shandong, 264000, China.
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Kim SJ, Park HB, An EK, Ryu D, Zhang W, Pack CG, Kim H, Kwak M, Im W, Ryu JH, Lee PCW, Jin JO. Lipid-coated gold nanorods for photoimmunotherapy of primary breast cancer and the prevention of metastasis. J Control Release 2024; 373:105-116. [PMID: 38992622 DOI: 10.1016/j.jconrel.2024.07.020] [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: 03/11/2024] [Revised: 07/04/2024] [Accepted: 07/08/2024] [Indexed: 07/13/2024]
Abstract
Nanomedicines hold promise for the treatment of various diseases. However, treating cancer metastasis remains highly challenging. In this study, we synthesized gold nanorods (AuNRs) containing (α-GC), an immune stimulator, for the treatment of primary cancer, metastasis, and recurrence of the cancer. Therefore, the AuNR were coated with lipid bilayers loaded with α-GC (α-LA). Upon irradiation with 808 nm light, α-LA showed a temperature increase. Intra-tumoral injection of α-LA in mice and local irradiation of the 4T1 breast cancer tumor effectively eliminated tumor growth. We found that the presence of α-GC in α-LA activated dendritic cells and T cells in the spleen, which completely blocked the development of lung metastasis. In mice injected with α-LA for primary breast cancer treatment, we observed antigen-specific T cell responses and increased cytotoxicity against 4T1 cells. We conclude that α-LA is promising for the treatment of both primary breast cancer and its metastasis.
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Affiliation(s)
- So-Jung Kim
- Department of Microbiology, Brain Korea 21 Project, University of Ulsan College of Medicine, ASAN Medical Center, Seoul 05505, South Korea
| | - Hae-Bin Park
- Department of Microbiology, Brain Korea 21 Project, University of Ulsan College of Medicine, ASAN Medical Center, Seoul 05505, South Korea
| | - Eun-Koung An
- Department of Microbiology, Brain Korea 21 Project, University of Ulsan College of Medicine, ASAN Medical Center, Seoul 05505, South Korea
| | - Dayoung Ryu
- Department of Biochemistry and Molecular Biology, Brain Korea 21 Project, University of Ulsan College of Medicine, ASAN Medical Center, Seoul 05505, South Korea
| | - Wei Zhang
- Shanghai Public Health Clinical Center, Fudan University, Shanghai 200437, China
| | - Chan-Gi Pack
- Department of Biomedical Engineering, University of Ulsan College of Medicine, Asan Medical Center, Seoul 05505, South Korea
| | - HyunCheol Kim
- Department of Chemical and Biomolecular Engineering Sogang University, 35 Baekbeom-ro, Mapo-gu, Seoul 04107, South Korea
| | - Minseok Kwak
- Department of Chemistry, Pukyong National University, Busan 48513, South Korea
| | - Wonpil Im
- Department of Biological Sciences, Lehigh University, Bethlehem, PA 18015, USA
| | - Ja-Hyoung Ryu
- Department of Chemistry, Ulsan National Institute of Science and Technology (UNIST), Ulsan 44919, South Korea
| | - Peter C W Lee
- Department of Biochemistry and Molecular Biology, Brain Korea 21 Project, University of Ulsan College of Medicine, ASAN Medical Center, Seoul 05505, South Korea.
| | - Jun-O Jin
- Department of Microbiology, Brain Korea 21 Project, University of Ulsan College of Medicine, ASAN Medical Center, Seoul 05505, South Korea.
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Peters J, van Dijck JA, Elias SG, Otten JD, Broeders MJ, on behalf of the IMAGINE Consortium. The prognostic potential of mammographic growth rate of invasive breast cancer in the Nijmegen breast cancer screening cohort. J Med Screen 2024; 31:166-175. [PMID: 38295359 PMCID: PMC11330081 DOI: 10.1177/09691413231222765] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Accepted: 11/15/2023] [Indexed: 02/02/2024]
Abstract
OBJECTIVES Insight into the aggressiveness of potential breast cancers found in screening may optimize recall decisions. Specific growth rate (SGR), measured on mammograms, may provide valuable prognostic information. This study addresses the association of SGR with prognostic factors and overall survival in patients with invasive carcinoma of no special type (NST) from a screened population. METHODS In this historic cohort study, 293 women with NST were identified from all participants in the Nijmegen screening program (2003-2007). Information on clinicopathological factors was retrieved from patient files and follow-up on vital status through municipalities. On consecutive mammograms, tumor volumes were estimated. After comparing five growth functions, SGR was calculated using the best-fitting function. Regression and multivariable survival analyses described associations between SGR and prognostic factors as well as overall survival. RESULTS Each one standard deviation increase in SGR was associated with an increase in the Nottingham prognostic index by 0.34 [95% confidence interval (CI): 0.21-0.46]. Each one standard deviation increase in SGR increased the odds of a tumor with an unfavorable subtype (based on histologic grade and hormone receptors; odds ratio 2.14 [95% CI: 1.45-3.15]) and increased the odds of diagnosis as an interval cancer (versus screen-detected; odds ratio 1.57 [95% CI: 1.20-2.06]). After a median of 12.4 years of follow-up, 78 deaths occurred. SGR was not associated with overall survival (hazard ratio 1.12 [95% CI: 0.87-1.43]). CONCLUSIONS SGR may indicate prognostically relevant differences in tumor aggressiveness if serial mammograms are available. A potential association with cause-specific survival could not be determined and is of interest for future research.
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Affiliation(s)
- Jim Peters
- Department for Health Evidence, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Jos A.A.M. van Dijck
- Department for Health Evidence, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Sjoerd G. Elias
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Johannes D.M. Otten
- Department for Health Evidence, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Mireille J.M. Broeders
- Department for Health Evidence, Radboud University Medical Center, Nijmegen, The Netherlands
- Dutch Expert Centre for Screening (LRCB), Nijmegen, The Netherlands
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