1
|
Lin Y, Huang Z, Zhang B, Yang H, Yang S. Construction and Analysis of a Mitochondrial Metabolism-Related Prognostic Model for Breast Cancer to Evaluate Survival and Immunotherapy. J Membr Biol 2024; 257:63-78. [PMID: 38441572 DOI: 10.1007/s00232-024-00308-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 01/24/2024] [Indexed: 04/11/2024]
Abstract
As one of the most prevalent malignancies among women, breast cancer (BC) is tightly linked to metabolic dysfunction. However, the correlation between mitochondrial metabolism-related genes (MMRGs) and BC remains unclear. The training and validation datasets for BC were obtained from The Cancer Genome Atlas and Gene Expression Omnibus databases, respectively. MMRG-related data were obtained from the Molecular Signatures Database. A risk score prognostic model incorporating MMRGs was established based on univariate, LASSO, and multivariate Cox regression analyses. Independent factors affecting BC prognosis were identified through regression analysis and presented in a nomogram. Single-sample gene set enrichment analysis was employed to assess the immune levels of high-risk (HR) and low-risk (LR) groups. The sensitivity of BC patients in the two groups to common anti-tumor drugs was evaluated by utilizing the Genomics of Drug Sensitivity in Cancer database. 12 MMRGs significantly associated with survival were selected from 1234 MMRGs. A 12-gene risk score prognostic model was built. In the multivariate regression analysis incorporating classical clinical factors, the MMRG-related risk score remained an independent prognostic factor. As revealed by tumor immune microenvironment analysis, the LR group with higher survival rates had elevated immune levels. The drug sensitivity results unmasked that the LR group demonstrated higher sensitivity to Irinotecan, Nilotinib, and Oxaliplatin, while the HR group demonstrated higher sensitivity to Lapatinib. The development of MMRG characteristics provides a comprehensive understanding of mitochondrial metabolism in BC, aiding in the prediction of prognosis and tumor microenvironment, and offering promising therapeutic choices for BC patients with different MMRG risk scores.
Collapse
Affiliation(s)
- Yuting Lin
- Traditional Chinese Medicine Department, The Second Affiliated Hospital of Fujian Medical University, No. 34, North Zhongshan Road, Quanzhou, 362000, China
| | - Zhongxin Huang
- Pathology Department, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, 362000, China
| | - Baogen Zhang
- Traditional Chinese Medicine Department, The Second Affiliated Hospital of Fujian Medical University, No. 34, North Zhongshan Road, Quanzhou, 362000, China
| | - Hanhui Yang
- Traditional Chinese Medicine Department, The Second Affiliated Hospital of Fujian Medical University, No. 34, North Zhongshan Road, Quanzhou, 362000, China
| | - Shu Yang
- Traditional Chinese Medicine Department, The Second Affiliated Hospital of Fujian Medical University, No. 34, North Zhongshan Road, Quanzhou, 362000, China.
| |
Collapse
|
2
|
Lu C, Zhan Y, Jiang Y, Liao J, Qiu Z. Exosome-derived ANXA9 functions as an oncogene in breast cancer. J Pathol Clin Res 2023; 9:378-390. [PMID: 37294149 PMCID: PMC10397375 DOI: 10.1002/cjp2.334] [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: 03/14/2023] [Revised: 05/05/2023] [Accepted: 05/24/2023] [Indexed: 06/10/2023]
Abstract
Breast cancer (BCA) is one of the most prevalent cancers among women. Emerging evidence has revealed that Annexin A-9 (ANXA9) plays a crucial function in the development of some cancers. Notably, ANXA9 has been reported to be a new prognostic biomarker for gastric and colorectal cancers. However, its expression and biological function in BCA have not yet been investigated. Using online bioinformatics tools such as TIMER, GEPIA, HPA, and UALCAN, we predicted ANXA9 expression and its correlation with the clinicopathological characteristics of BCA patients. RT-qPCR and western blot were utilized to measure ANXA9 mRNA and ANXA9 protein expression in BCA patient tissues and cells. BCA-derived exosomes were identified by transmission electron microscopy. Functional assays were employed to evaluate the biological role of ANXA9 in BCA cell proliferation, migration, invasion, and apoptosis. A tumor xenograft in vivo model was utilized to assess the role of ANXA9 in tumor growth in mice. Bioinformatics and functional screening analysis revealed that ANXA9 was highly expressed in BCA patient tissues, with median ANXA9 expression 1.5- to 2-fold higher than in normal tissues (p < 0.05). RT-qPCR confirmed that ANXA9 expression in BCA tissues was around 1.5-fold higher than the adjacent normal tissues (p < 0.001). ANXA9 expression in different subtypes of BCA also showed a difference, and ANXA9 was found to be mostly significantly upregulated in luminal BCA relative to normal tissues or other histological subtypes (p < 0.001). Moreover, ANXA9 expression was elevated in different races, ages, clinical stages, node metastasis status, and menopause status groups relative to the normal group (p < 0.001). Furthermore, ANXA9 was found to be secreted by BCA tissue-derived exosomes and its expression was upregulated 1- to 7-fold in BCA cells treated with exosomes (p < 0.001), while its expression in MCF10A cells was not significantly altered by treatment with exosomes (p > 0.05). ANXA9 silencing induced a significant decrease of around 30% in the colony number of BCA cells (p < 0.01). The number of migrated and invaded BCA cells also decreased by around 65 and 68%, respectively, after silencing ANXA9 (p < 0.01). Tumor size was significantly reduced (nearly half) in the LV-sh-ANXA9 group relative to the LV-NC group in the xenograft model (p < 0.01), suggesting that ANXA9 silencing repressed tumor progression in BCA progression in vitro and in vivo. In conclusion, exosome-derived ANXA9 functions as an oncogene that facilitates the proliferation, migration, and invasiveness of BCA cells and enhances tumor growth in BCA development, which may provide a new prognostic and therapeutic biomarker for BCA patients.
Collapse
Affiliation(s)
- Cuiping Lu
- Department of Medical OncologyLongyan First Affiliated Hospital of Fujian Medical UniversityLongyanFujianPR China
| | - Ying Zhan
- Department of Medical OncologyLongyan First Affiliated Hospital of Fujian Medical UniversityLongyanFujianPR China
| | - Yunshan Jiang
- Department of Medical OncologyLongyan First Affiliated Hospital of Fujian Medical UniversityLongyanFujianPR China
| | - Jianrong Liao
- Department of Medical OncologyLongyan First Affiliated Hospital of Fujian Medical UniversityLongyanFujianPR China
| | - Zidan Qiu
- Department of Medical OncologyLongyan First Affiliated Hospital of Fujian Medical UniversityLongyanFujianPR China
| |
Collapse
|
3
|
Capodaglio G, Zorzi M, Tognazzo S, Greco A, Michieletto F, Fedato C, Montaguti A, Turrin A, Ferro A, Cinquetti S, Russo F, Corti MC, Rugge M, Fedeli U. Impact of breast cancer screening in a population with high spontaneous coverage with mammography. TUMORI JOURNAL 2018; 104:258-265. [PMID: 30079815 DOI: 10.1177/0300891618792439] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE The impact of organized screening programs on breast cancer (BC) mortality is unclear in an era of high spontaneous referral of women to mammography. The aim of this study was to analyze if the introduction of mammographic screening programs reduced BC mortality in the Veneto region, Italy, despite already widespread spontaneous access to mammography. METHODS In Veneto, screening was introduced in different years between 1999 and 2009 across 21 local health units (LHUs), inviting asymptomatic women aged 50-69 years to undergo mammography biennially. We compared BC mortality for the 1995-2014 period of women aged 40-49 and 50-74 years who were resident in LHUs where screening programs started in 2003 (early LHUs) with women resident in LHUs where screening was introduced later (late LHUs). Poisson regression models were applied to incidence-based mortality (IBM), including only deaths from BC arising within the screening period. RESULTS In the prescreening period and until 2010, BC mortality rates in early and late LHUs were similar in both age groups. In the last study period (2010-2014), we observed a 10% decrease in overall BC mortality in early compared to late LHU, limited to women aged 50-74 years. IBM was reduced by 8% (95% CI 1%-16%) in the overall study period and by 16% (6%-25%) in 2010-2014. CONCLUSIONS In the Veneto region, screening programs were associated with a significant impact on BC-specific mortality; such effect appeared at least 8 years after screening implementation.
Collapse
Affiliation(s)
| | - Manuel Zorzi
- 2 Veneto Tumour Registry, Azienda Zero, Padova, Italy
| | | | | | | | - Chiara Fedato
- 4 Organizational Unit Prevention and Public Health, Veneto Region, Venice, Italy
| | - Adriana Montaguti
- 4 Organizational Unit Prevention and Public Health, Veneto Region, Venice, Italy
| | - Anna Turrin
- 4 Organizational Unit Prevention and Public Health, Veneto Region, Venice, Italy
| | - Antonio Ferro
- 5 Department of Prevention, LHU 6 Euganea, Veneto Region, Padova, Italy
| | - Sandro Cinquetti
- 6 Department of Prevention, LHU 2 Marca Trevigiana, Veneto Region, Treviso, Italy
| | - Francesca Russo
- 4 Organizational Unit Prevention and Public Health, Veneto Region, Venice, Italy
| | | | - Massimo Rugge
- 2 Veneto Tumour Registry, Azienda Zero, Padova, Italy.,7 Department of Medicine, DIMED Pathology and Cytopathology Unit, University of Padova, Padova, Italy
| | - Ugo Fedeli
- 1 Regional Epidemiology Service, Azienda Zero, Padova, Italy
| |
Collapse
|
4
|
Masuda N, Nishimura R, Takahashi M, Inoue K, Ohno S, Iwata H, Mori Y, Hashigaki S, Muramatsu Y, Nagasawa T, Umeyama Y, Toi M. Palbociclib in combination with letrozole as first-line treatment for advanced breast cancer: A Japanese phase II study. Cancer Sci 2018; 109:803-813. [PMID: 29345736 PMCID: PMC5834809 DOI: 10.1111/cas.13507] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Revised: 01/08/2018] [Accepted: 01/13/2018] [Indexed: 01/09/2023] Open
Abstract
This single-arm, open-label, phase II study in 42 Japanese postmenopausal patients with estrogen receptor-positive/human epidermal growth factor receptor 2-negative (ER+/HER2-) advanced breast cancer evaluated the efficacy, safety, and pharmacokinetics of first-line palbociclib (125 mg once daily, 3 weeks on/1 week off) coadministered with letrozole (2.5 mg once daily). Primary endpoint of investigator-assessed 1-year progression-free survival (PFS) probability was 75.0% (90% CI, 61.3%-84.4%), far surpassing the 40% lower limit of the 90% CI supporting efficacy. Median duration of treatment was 438 days. Among secondary efficacy measures, median PFS was not reached (95% CI, 16.7: not estimable), 17/42 patients (40.5%) had an objective response, 36/42 (85.7%) maintained disease control, and 27/42 (64.3%) remained in follow-up. Median overall survival was not reached, and 1-year survival probability was 92.9% (95% CI, 79.5%-97.6%). Results of intensive pharmacokinetics in a subset of 6 patients showed palbociclib steady-state mean area under the plasma concentration-time curve over the dosing interval [τ] and mean maximum plasma concentration were 1979 ng·h/mL and 124.7 ng/mL, respectively. For day 15 plasma samples from cycles 1 and 2, geometric mean of the within-patient mean trough concentration was 90.1 ng/mL. The most common treatment-related adverse events were neutropenia (100%) and stomatitis (73.8%). There was 1 case of treatment-related febrile neutropenia. Toxicities were generally tolerated and manageable by dose modifications and/or medical care. Efficacy and safety of first-line palbociclib plus letrozole therapy is supported in Japanese postmenopausal patients with treatment-naive ER+/HER2- advanced breast cancer.
Collapse
Affiliation(s)
- Norikazu Masuda
- National Hospital Organization Osaka National Hospital, Osaka, Japan
| | | | - Masato Takahashi
- National Hospital Organization Hokkaido Cancer Center, Hokkaido, Japan
| | | | - Shinji Ohno
- National Hospital Organization Kyushu Cancer Center, Fukuoka, Japan
| | | | | | | | | | | | | | - Masakazu Toi
- Kyoto University Graduate School of Medicine, Kyoto, Japan
| |
Collapse
|