Analysis of prognostic factors and construction of prognostic models for breast invasive lobular carcinoma

Author:

Cheng Lin1,Wang Jianlin1,Tang Liming1

Affiliation:

1. the Affiliated Changzhou Second People’s Hospital of Nanjing Medical University

Abstract

Abstract

Purpose: Invasive lobular carcinoma (ILC) and invasive ductal carcinoma (IDC) account for most breast cancers. However, there is ongoing controversy regarding the differences in overall survival (OS) between ILC and IDC. The aim of this study was to compare survival between IDC and ILC, identify prognostic factors for ILC patients and to construct a nomogram for predicting the OS rates. Methods: As a retrospective cohort analysis, this study utilized data from the Surveillance, Epidemiology and End Results (SEER) Cancer Database. Patients diagnosed with ILC and IDC between 2000 and 2019 were chosen. To minimize baseline differences in clinicopathological characteristics and survival outcomes, we used a propensity score matching (PSM) method. The data from the multivariate Cox regression analyses were used to construct apredictive nomogram for OS at 1, 3 and 5 years, incorporating all independent prognostic factors. Results: Following the PSM procedure, patients with ILC exhibited a better prognosis compared to those with IDC. TNM stage, age>70, radiotherapy, surgery, estrogen receptor (ER), progesterone receptor (PR)and HR-/HER2+ subtype were independent factors for OS in ILC patients. Surgery and radiotherapy were found in this study to effectively reduce the risk of death while chemotherapy did not demonstrate the same benefit. Conclusions: The nomogram displayed strong predictive performance and can support clinicians to evaluate the prognosis of ILC in decision-making and patient counseling.

Publisher

Research Square Platform LLC

Reference38 articles.

1. Primary systemic chemotherapy of invasive lobular carcinoma of the breast;Katz A;The Lancet Oncology,2007

2. Invasive lobular carcinoma of the breast: morphology, biomarkers and 'omics;McCart Reed AE;Breast cancer research: BCR,2015

3. Differences between invasive lobular and invasive ductal carcinoma of the breast: results and therapeutic implications;Barroso-Sousa R;Therapeutic advances in medical oncology,2016

4. Invasive lobular carcinoma classic type: response to primary chemotherapy and survival outcomes;Cristofanilli M;Journal of clinical oncology: official journal of the American Society of Clinical Oncology,2005

5. Surgical treatment for invasive lobular carcinoma of the breast;Hussien M;Breast (Edinburgh, Scotland),2003

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