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Ni P, Wang Y, Bai X, Yang Z, Wu T, Gao C, Cheng Y, Niu L, Yan Y, Zhou Y, Shi B, Ge G, Cheng YL, Ge Z, Jiang Y, Zhang R, Liu F, Wang B, Ren Y, Zhou C. TNMpBC-NeoBCSS model: a breast cancer specific survival prediction model for triple-negative metaplastic breast carcinoma patients with neoadjuvant therapy. Sci Rep 2025; 15:8351. [PMID: 40069218 PMCID: PMC11897303 DOI: 10.1038/s41598-025-91888-y] [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: 08/15/2024] [Accepted: 02/24/2025] [Indexed: 03/15/2025] Open
Abstract
The breast cancer specific survival (BCSS) benefits of Neoadjuvant therapy (NeoAT) for triple-negative metaplastic breast cancer (TNMpBC) was uncertain. This study aimed to develop a prediction model for assessing the BCSS for TNMpBC patients with NeoAT. The primary cohort of 1163 patients with TNMpBC, from which a nomogram was established based on the results of a LASSO regression analysis, was derived from multi-centers data in China and the SEER database. This model was further validated by an independent cohort of 155 TNMpBC patients with NeoAT, with discrimination and calibration assessed. Totally 155 (13.3%) TNMpBC patients received NeoAT, with 45 (29.0%) cases demonstrating pathologic complete response (pCR), were enrolled. Subjects acquired pCR had superior BCSS. Four variables significantly associated with BCSS were incorporated in the establishment of model: age at diagnosis, T stage, N stage, and response to NeoAT. This model was well validated, with a C-index of 0.82, and area under the curves of 0.838, 0.866 in training cohort, respectively, for 3- years and 5-years BCSS. Based on the cutoff scores from the TNMpBC-NeoBCSS model and calculated by X-tile analysis, patients in high risk group had a inferior BCSS (HR = 6.77, P < 0.0001) when compared with those in low-risk group. TNMpBC-NeoBCSS model provides a favorable tool for assessing the BCSS for the TNMpBC patients with NeoAT and may help doctors and TNMpBC patients optimally make decision on the necessity of neoadjuvant therapy on the basis of individual BCSS.
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Affiliation(s)
- Peng Ni
- Department of Breast Surgery, First Affiliated Hospital, Xi'an Jiaotong University, 277 Yanta Western Rd., Xi'an, Xi'an, 710061, Shaanxi Province, China
- School of Medicine, Xi'an Jiaotong University, Xi'an, 710061, Shaanxi Province, China
| | - Yu Wang
- Department of Breast Surgery, First Affiliated Hospital, Xi'an Jiaotong University, 277 Yanta Western Rd., Xi'an, Xi'an, 710061, Shaanxi Province, China
- School of Medicine, Xi'an Jiaotong University, Xi'an, 710061, Shaanxi Province, China
| | - Xiaorong Bai
- Department of Breast Surgery, Gansu Cancer Hospital, Lanzhou, Gansu Province, China
- Department of Mammary Gland, Gansu Cancer Hospital, No.2 Xiaoxihu East Street, Xihu Street, Qilihe District, 730050, Lanzhou Province, China
| | - Zejian Yang
- Department of Breast Surgery, First Affiliated Hospital, Xi'an Jiaotong University, 277 Yanta Western Rd., Xi'an, Xi'an, 710061, Shaanxi Province, China
- School of Medicine, Xi'an Jiaotong University, Xi'an, 710061, Shaanxi Province, China
| | - Tao Wu
- The Clinical Medical Research Center of Breast and Thyroid Tumor in Xinjiang, Xinjiang Key Laboratory of Oncology, the Affiliated Cancer Hospital of Xinjiang Medical University, Urumqi, 830011, China
| | - Chen Gao
- Department of Breast Surgery, Gansu Cancer Hospital, Lanzhou, Gansu Province, China
| | - Yuan Cheng
- Department of Breast Surgery, First Affiliated Hospital, Xi'an Jiaotong University, 277 Yanta Western Rd., Xi'an, Xi'an, 710061, Shaanxi Province, China
- School of Medicine, Xi'an Jiaotong University, Xi'an, 710061, Shaanxi Province, China
| | - Ligang Niu
- Department of Breast Surgery, First Affiliated Hospital, Xi'an Jiaotong University, 277 Yanta Western Rd., Xi'an, Xi'an, 710061, Shaanxi Province, China
| | - Yu Yan
- Department of Breast Surgery, First Affiliated Hospital, Xi'an Jiaotong University, 277 Yanta Western Rd., Xi'an, Xi'an, 710061, Shaanxi Province, China
| | - Yuhui Zhou
- Department of Breast Surgery, First Affiliated Hospital, Xi'an Jiaotong University, 277 Yanta Western Rd., Xi'an, Xi'an, 710061, Shaanxi Province, China
| | - Bohui Shi
- Department of Breast Surgery, First Affiliated Hospital, Xi'an Jiaotong University, 277 Yanta Western Rd., Xi'an, Xi'an, 710061, Shaanxi Province, China
| | - Guanqun Ge
- Department of Breast Surgery, First Affiliated Hospital, Xi'an Jiaotong University, 277 Yanta Western Rd., Xi'an, Xi'an, 710061, Shaanxi Province, China
| | - Yi Long Cheng
- School of Chemistry, Engineering Research Center of Energy Storage Materials and Devices, Ministry of Education, Xi'an Jiaotong University, Xi'an, 710049, Shaanxi, China
| | - Zhishen Ge
- School of Chemistry, Engineering Research Center of Energy Storage Materials and Devices, Ministry of Education, Xi'an Jiaotong University, Xi'an, 710049, Shaanxi, China
| | - Yina Jiang
- Department of Pathogenic Biology and Immunology, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science, Xi'an, China
| | - Ran Zhang
- The Clinical Medical Research Center of Breast and Thyroid Tumor in Xinjiang, Xinjiang Key Laboratory of Oncology, the Affiliated Cancer Hospital of Xinjiang Medical University, Urumqi, 830011, China
| | - Fan Liu
- Department of Breast Surgery, First Affiliated Hospital, Xi'an Jiaotong University, 277 Yanta Western Rd., Xi'an, Xi'an, 710061, Shaanxi Province, China
| | - Bo Wang
- Center for Translational Medicine, The First Affiliated Hospital of Xi'an Jiaotong University, 277 Yanta Western Rd, Xi'an, 710061, Shaanxi, China.
- Key Laboratory for Tumor Precision Medicine of Shaanxi Province, Xi'an, China.
| | - Yu Ren
- Department of Breast Surgery, First Affiliated Hospital, Xi'an Jiaotong University, 277 Yanta Western Rd., Xi'an, Xi'an, 710061, Shaanxi Province, China.
| | - Can Zhou
- Department of Breast Surgery, First Affiliated Hospital, Xi'an Jiaotong University, 277 Yanta Western Rd., Xi'an, Xi'an, 710061, Shaanxi Province, China.
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Zhang M, Yuan J, Wang M, Zhang M, Chen H. Chemotherapy is of prognostic significance to metaplastic breast cancer. Sci Rep 2024; 14:1210. [PMID: 38216630 PMCID: PMC10786888 DOI: 10.1038/s41598-024-51627-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2023] [Accepted: 01/08/2024] [Indexed: 01/14/2024] Open
Abstract
This study aimed to evaluate the significance of chemotherapy (CT) among metaplastic breast cancer (MpBC), and to compare the survival outcomes between triple negative MpBC (MpBC-TNBC) and triple negative invasive ductal carcinoma (IDC-TNBC). SEER database was indexed to identify female unilateral primary MpBC diagnosed from 2010 to 2017. Patients were classified into neoadjuvant chemotherapy (NAC) with response (NAC-response), NAC-no response, adjuvant chemotherapy, and no CT. Breast cancer-specific survival (BCSS) and overall survival (OS) was estimated using the Kaplan-Meier method and compared by log-rank test. Cox regression was used to evaluate the independent prognostic factors. A 1:4 propensity score matching method was adopted to balance baseline differences. Altogether 1186 MpBC patients were enrolled, among them 181 received NAC, 647 received adjuvant CT and 358 did not receive any CT. Chemotherapy was an independent favorable prognostic factor. NAC-response and adjuvant CT had a significant or an obvious trend of survival improvement compared with NAC-no response or no CT. MpBC-TNBC was an independent unfavorable prognostic factor compared with IDC-TNBC. Among them, there was significant or trend of survival improvement among all TNBCs receiving NAC or adjuvant CT compared with no CT. Chemotherapy was of important significance to MpBC prognosis and should be integrated in comprehensive treatment for MpBC.
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Affiliation(s)
- Meilin Zhang
- Department of breast surgery, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, 200011, China
| | - Jingjing Yuan
- Department of breast surgery, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, 200011, China
| | - Maoli Wang
- Department of breast surgery, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, 200011, China
| | - Mingdi Zhang
- Department of breast surgery, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, 200011, China
| | - Hongliang Chen
- Department of breast surgery, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, 200011, China.
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Pu Q, Gao H. The Role of the Tumor Microenvironment in Triple-Positive Breast Cancer Progression and Therapeutic Resistance. Cancers (Basel) 2023; 15:5493. [PMID: 38001753 PMCID: PMC10670777 DOI: 10.3390/cancers15225493] [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: 09/15/2023] [Revised: 10/26/2023] [Accepted: 11/18/2023] [Indexed: 11/26/2023] Open
Abstract
Breast cancer (BRCA) is a highly heterogeneous systemic disease. It is ranked first globally in the incidence of new cancer cases and has emerged as the primary cause of cancer-related death among females. Among the distinct subtypes of BRCA, triple-positive breast cancer (TPBC) has been associated with increased metastasis and invasiveness, exhibiting greater resistance to endocrine therapy involving trastuzumab. It is now understood that invasion, metastasis, and treatment resistance associated with BRCA progression are not exclusively due to breast tumor cells but are from the intricate interplay between BRCA and its tumor microenvironment (TME). Accordingly, understanding the pathogenesis and evolution of the TPBC microenvironment demands a comprehensive approach. Moreover, addressing BRCA treatment necessitates a holistic consideration of the TME, bearing significant implications for identifying novel targets for anticancer interventions. This review expounds on the relationship between critical cellular components and factors in the TPBC microenvironment and the inception, advancement, and therapeutic resistance of breast cancer to provide perspectives on the latest research on TPBC.
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Affiliation(s)
- Qian Pu
- Department of Breast Surgery, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao 266035, China;
- Oncology Laboratory, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao 266035, China
| | - Haidong Gao
- Department of Breast Surgery, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao 266035, China;
- Oncology Laboratory, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao 266035, China
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Hu J, Lang R, Zhao W, Jia Y, Tong Z, Shi Y. The mixed subtype has a worse prognosis than other histological subtypes: a retrospective analysis of 217 patients with metaplastic breast cancer. Breast Cancer Res Treat 2023; 200:23-36. [PMID: 37160814 DOI: 10.1007/s10549-023-06945-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 04/05/2023] [Indexed: 05/11/2023]
Abstract
OBJECTIVE Metaplastic breast cancer (MpBC) is an aggressive subtype of all breast cancer. We aimed to investigate the clinicopathological features, treatments and prognoses of MpBC patients. METHODS We collected the data from MpBC patients diagnosed at Tianjin Medical University Cancer Hospital from 2010 to 2017. Kaplan Meier curves and Cox regression model were used to evaluating clinical outcomes and prognostic factors. After removing baseline differences by propensity score matching (PSM), we analyzed the prognosis between MpBC patients and invasive ductal carcinomas of no special type (IDC-NST) patients. RESULTS A total of 217 MpBC patients were subsumed. Of all histological subtypes, 45.1% were mixed subtypes, followed by with mesenchymal differentiation (27.2%), pure squamous (15.2%) and pure spindle (12.4%) subtypes. 69.6% of MpBC were triple-negative, 25.3% and 6.5% were HR-positive and HER2-positive. MpBC patients had worse survival compared to IDC-NST patients, with 5-year RFS of 73.8 and 83.6% (HR = 1.177 95%CI (1.171-2.676) P = 0.0068), and 5-year BCSS of 79.0% and 89.7% (HR = 2.187 95%CI (1.357-3.523) P = 0.0013). In the multivariate COX model, AJCC stage, mixed subtype and chemotherapy were independent prognostic factors. Mixed MpBC is more aggressive than pure and with heterologous mesenchymal differentiation subtypes. And whether squamous or spindle MpBC, mixed forms have shorter outcomes than pure forms. CONCLUSIONS MpBCs are associated with poorer prognoses than IDC-NSTs. They are heterogeneous with different clinicopathological features and clinical outcomes between histological subtypes. Pure and with heterologous mesenchymal differentiation subtypes have more survival benefits than the mixed subtype.
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Affiliation(s)
- Jiayue Hu
- Department of Breast Oncology, National Clinical Research Center of Cancer, Key Laboratory of Cancer Prevention and Therapy, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin, 300060, China
| | - Ronggang Lang
- Department of Breast Pathology and Lab, Department of Breast Oncology, National Clinical Research Center of Cancer, Key Laboratory of Breast Cancer of Breast Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin, 300060, China
| | - Weipeng Zhao
- Department of Breast Oncology, National Clinical Research Center of Cancer, Key Laboratory of Cancer Prevention and Therapy, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin, 300060, China
| | - Yongsheng Jia
- Department of Breast Oncology, National Clinical Research Center of Cancer, Key Laboratory of Cancer Prevention and Therapy, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin, 300060, China
| | - Zhongsheng Tong
- Department of Breast Oncology, National Clinical Research Center of Cancer, Key Laboratory of Cancer Prevention and Therapy, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin, 300060, China
| | - Yehui Shi
- Department of Breast Oncology, National Clinical Research Center of Cancer, Key Laboratory of Cancer Prevention and Therapy, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin, 300060, China.
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