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Liu C, Ding J, Xu J, Fang C, Zhang G, Shi C, Qiu F. Outperforming Traditional Staging: A Novel Nomogram for HR-Positive Breast Cancer. Ther Clin Risk Manag 2025; 21:191-208. [PMID: 40028394 PMCID: PMC11871874 DOI: 10.2147/tcrm.s485685] [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: 08/28/2024] [Accepted: 01/24/2025] [Indexed: 03/05/2025] Open
Abstract
Background Hormone receptor-positive breast cancer (HR-positive BC), the most prevalent subtype, typically has a favorable prognosis. However, treatment decision-making and survival prediction remain challenging due to the limitations of traditional staging systems like AJCC. Improved prognostic tools are needed to enhance individualized risk stratification. Materials and Methods Clinical information from the Surveillance, Epidemiology, and End Results (SEER) database and the First Affiliated Hospital of Nanchang University were analyzed to evaluate outcomes across HR-positive BC subtypes. Patients were divided into training and validation cohorts. A prognostic nomogram was developed using factors identified by univariate and multivariate Cox regression analyses and evaluated through C-index, Receiver Operating Characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA). Results The study included 156,378 patients (training) and 67,016 (validation) for breast cancer-specific survival (BCSS) and 165,047 (training) and 70,732 (validation) for overall survival (OS), along with 232 external validation cases. Multivariate Cox regression analysis revealed that the ER-positive/PR-negative (HR=2.317 (2.219-2.419)) and ER-negative/PR-positive (HR=3.498 (3.143-3.894)) subtypes had worse prognosis than ER-positive/PR-positive patients. The prognosis of ER-negative/PR-positive subtype (HR=1.511 (1.686-1.351)) was also worse than that of ER-positive/PR-negative subtype. A nomogram integrating age, race, tumor size, grade, histology, bone, brain, lung, and liver metastases, tumor stage, HER2, marital status, positive lymph node numbers, and radiation therapy. The nomogram had a good C-index values and area under curve values for predicting OS and BCSS in both the training and validation set. Moreover, the DCA revealed that the nomogram performed better than the AJCC (TNM) staging system in predicting the three- and five-year OS and BCSS in both the groups. Conclusion This study introduces and validates a novel prognostic nomogram for HR-positive BC, providing enhanced risk stratification, particularly in regions with limited access to comprehensive genetic testing. Further validation through multicenter clinical studies is recommended to confirm its clinical utility.
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Affiliation(s)
- Chaoxing Liu
- Department of Oncology, Gaoxin Branch of the First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
- Nanchang Key Laboratory of Tumor Gene Diagnosis and Innovative Treatment Research, Gaoxin Branch of the First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
- Department of Oncology, the First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
| | - Jiabin Ding
- Department of Oncology, Gaoxin Branch of the First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
- Nanchang Key Laboratory of Tumor Gene Diagnosis and Innovative Treatment Research, Gaoxin Branch of the First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
- Department of Oncology, the First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
| | - Jinbiao Xu
- Department of Oncology, Gaoxin Branch of the First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
- Nanchang Key Laboratory of Tumor Gene Diagnosis and Innovative Treatment Research, Gaoxin Branch of the First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
- Department of Oncology, the First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
| | - Chen Fang
- Department of Oncology, Gaoxin Branch of the First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
- Nanchang Key Laboratory of Tumor Gene Diagnosis and Innovative Treatment Research, Gaoxin Branch of the First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
- Department of Oncology, the First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
| | - GuoHua Zhang
- Nanchang Key Laboratory of Tumor Gene Diagnosis and Innovative Treatment Research, Gaoxin Branch of the First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
| | - Chao Shi
- Department of Oncology, Gaoxin Branch of the First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
- Department of Oncology, the First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
| | - Feng Qiu
- Department of Oncology, Gaoxin Branch of the First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
- Department of Oncology, the First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China
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Fu F, Yu L, Zeng B, Chen M, Guo W, Chen L, Lin Y, Hou J, Li J, Li Y, Li S, Chen X, Zhang W, Jin X, Cai W, Zhang K, Chen H, Qiu Y, Nie Q, Wang C, Jacobs L. Association of Adjuvant Hormone Therapy Timing With Overall Survival Among Patients With Hormone Receptor-Positive Human Epidermal Growth Factor Receptor-2-Negative Early Breast Cancer Without Chemotherapy. JAMA Netw Open 2022; 5:e2145934. [PMID: 35166783 PMCID: PMC8848199 DOI: 10.1001/jamanetworkopen.2021.45934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 11/18/2021] [Indexed: 11/14/2022] Open
Abstract
Importance Studies have shown that delayed initiation of surgery and adjuvant chemotherapy is associated with lower rates of breast cancer survival. However, it remains unclear whether delayed initiation of adjuvant hormone therapy (AHT) is associated with survival. Objective To assess the association of time to adjuvant hormone therapy (TTH) with breast cancer survival and evaluate the factors associated with AHT. Design, Setting, and Participants This cohort study examined data from the National Cancer Database from 2004 through 2014 to assess the association of TTH (stratified as ≤150 and >150 days) with cancer survival. All patients included were diagnosed with stage I to stage III hormone receptor-positive, human epidermal growth factor receptor-2 (ERBB2; formerly HER2)-negative invasive breast cancer and underwent AHT without chemotherapy. Data were analyzed from April 2019 to May 2020. Exposures AHT was administered at different time points following surgical procedures for breast cancer treatment. Main Outcomes and Measures An inverse probability of treatment weighting (IPTW) model was constructed to evaluate overall survival by adjusting for treatment facility, patient demographics, tumor characteristics, and treatment; multivariable logistic regression was conducted to assess factors associated with delayed treatment. Results A total of 144 103 patients (median [IQR] follow-up, 36.6 months [25.5-49.2 months]; mean [SD] age, 63.7 [11.6] years) were identified, which included 142 916 (99.2%) women, 11 574 (8.0%) Black patients, and 126 013 (87.4%) White patients. Of these, 134 873 patients (93.6%) had a TTH of 150 days or less and 9230 patients (6.4%) had a TTH longer than 150 days. The IPTW-based Cox model demonstrated that patients with delayed AHT (ie, a TTH past 150 days) were associated with decreased survival (hazard ratio [HR], 1.31; 95% CI, 1.26-1.35; P < .001) compared with those receiving the timely treatment (TTH ≤150 days). Several sensitivity analyses (including IPTW with stabilized weight [HR, 1.31; 95% CI, 1.19-1.45; P < .001], propensity score matching [HR, 1.41; 1.13-1.76; P = .002], and propensity score regression adjustment [HR, 1.29; 95% CI, 1.16-1.43; P < .001]) and exploratory subgroup analyses yielded similar trends. Factors associated with delayed AHT included Black racial identity (OR, 1.66; 95% CI, 1.55-1.77), nonprivate insurance (eg, no insurance: OR, 1.46; 95% CI, 1.26-1.70), living in large metropolitan or metropolitan areas (reference vs urban, less urban, or rural: OR, 0.82; 95% CI, 0.76-0.87), treatment in a community hospital (reference vs academic or research: OR, 0.91; 95% CI, 0.84-0.98), Charlson-Deyo Comorbidity Index score 2 or higher (OR, 1.17; 95% CI, 1.04-1.32), poor grade differentiation (OR, 1.42; 95% CI, 1.32-1.53), II and III pathological stage (stage III: OR, 3.13; 95% CI, 2.76-3.54), estrogen receptor-positive (ER+)/progesterone receptor-negative (PR-) or ER-/PR+ (OR, 1.22; 95% CI, 1.13-1.31), receiving breast conservation surgery (reference vs mastectomy: OR, 0.87; 95% CI, 0.79-0.94), and radiotherapy (reference vs no radiotherapy: OR, 0.56; 95% CI, 0.52-0.61). Conclusions and Relevance The delay of the initiation of AHT past 150 days was associated with diminished survival in hormone receptor-positive, ERBB2-negative patients with breast cancer who did not receive chemotherapy. Efforts should be made to address factors associated with delayed treatment to improve survival.
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Affiliation(s)
- Fangmeng Fu
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, Fujian Province, China
| | - Liuwen Yu
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, Fujian Province, China
| | - Bangwei Zeng
- Administration Department of Nosocomial Infection, Fujian Medical University Union Hospital, Fuzhou, Fujian Province, China
| | - Minyan Chen
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, Fujian Province, China
| | - Wenhui Guo
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, Fujian Province, China
| | - Lili Chen
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, Fujian Province, China
| | - Yuxiang Lin
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, Fujian Province, China
| | - Jialin Hou
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, Fujian Province, China
| | - Jing Li
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, Fujian Province, China
| | - Yan Li
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, Fujian Province, China
| | - Shengmei Li
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, Fujian Province, China
| | - Xiaobin Chen
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, Fujian Province, China
| | - Wenzhe Zhang
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, Fujian Province, China
| | - Xuan Jin
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, Fujian Province, China
| | - Weifeng Cai
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, Fujian Province, China
| | - Kun Zhang
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, Fujian Province, China
| | - Hanxi Chen
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, Fujian Province, China
| | - Yibin Qiu
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, Fujian Province, China
| | - Qian Nie
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, Fujian Province, China
| | - Chuan Wang
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, Fujian Province, China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, Fujian, Fujian Province, China
| | - Lisa Jacobs
- Division of Surgical Oncology, Department of Surgery, Johns Hopkins School of Medicine, Baltimore, Maryland
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