Evidence map›Paper›PMID 40696141›Full record

ArticleScientific reports2025

Patterns and prognostic implications of distant metastasis in breast Cancer based on SEER population data.

Maoquan Zhang, Hanqing Deng, Rihua Hu, Fuwei Chen, Shiwen Dong, Shiyi Zhang, Wenyan Guo, Wen Yang, Wenxin Chen

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

32 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  7. External validation of a nomogram for de novo bone metastasis in breast cancer: a single-center Mexican cohort.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026
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  18. [Force-regulation mechanism of E-selectin mediated adhesion and activation of MDA-MB-231 cells under fluid shear stress].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Maoquan ZhangDepartment of Breast Surgery, Sanming First Hospital Affiliated to Fujian Medical University, 29 Liedong Road, Sanming, 365001, Fujian, China.
Hanqing DengDepartment of Breast Surgery, Sanming First Hospital Affiliated to Fujian Medical University, 29 Liedong Road, Sanming, 365001, Fujian, China.
Rihua HuDepartment of Breast Surgery, Sanming First Hospital Affiliated to Fujian Medical University, 29 Liedong Road, Sanming, 365001, Fujian, China.
Fuwei ChenDepartment of Clinical Medicine, Fujian Medical University, Fuzhou, 350001, Fujian, China.
Shiwen DongDepartment of Breast Surgery, Sanming First Hospital Affiliated to Fujian Medical University, 29 Liedong Road, Sanming, 365001, Fujian, China.
Shiyi ZhangDepartment of Breast Surgery, Sanming First Hospital Affiliated to Fujian Medical University, 29 Liedong Road, Sanming, 365001, Fujian, China.
Wenyan GuoDepartment of Breast Surgery, Sanming First Hospital Affiliated to Fujian Medical University, 29 Liedong Road, Sanming, 365001, Fujian, China.
Wen YangDepartment of Breast Surgery, Sanming First Hospital Affiliated to Fujian Medical University, 29 Liedong Road, Sanming, 365001, Fujian, China.
Wenxin ChenDepartment of Breast Surgery, Sanming First Hospital Affiliated to Fujian Medical University, 29 Liedong Road, Sanming, 365001, Fujian, China. fjsmcwx@fjmu.edu.cn.

Funding

Natural Science Foundation of Fujian Province of China 2021J011387Sanming Science and Technology Project 2024-S-084
6 · The paper itself

Abstract

Distant metastasis remains the leading cause of mortality in breast cancer, yet comprehensive population-based evaluations of metastatic site combinations and their survival implications are limited. This study aimed to explore the clinicopathological determinants and prognostic outcomes of site-specific and multi-organ metastases in breast cancer using SEER data. A total of 200,558 female breast cancer patients diagnosed between 2014 and 2023 were extracted from the SEER database. Logistic regression was used to assess associations between clinicopathological features and metastatic patterns. Kaplan-Meier analysis and Cox proportional hazards models were applied to evaluate overall survival (OS) across different metastatic site combinations. Among patients with distant metastasis classified into 15 common metastatic patterns, bone was the most common metastatic site (21.3%), followed by lung (16.1%), liver (9.2%), and brain (2.9%). Molecular subtypes showed distinct organotropism: HR+/HER2 - tumors were prone to bone-only metastasis, whereas HER2-positive and triple-negative subtypes were more likely to involve visceral and brain metastases. Multi-organ metastases, especially combinations including the brain (e.g., brain + liver + lung), were associated with the poorest prognosis (median OS: 4.0 months). Younger age (≤ 40 years), higher histological grade (Grade III), and tumor location in the axillary tail or unspecified regions were independently associated with increased metastatic risk. Grade III tumors exhibited broader visceral spread and significantly worse survival compared to lower-grade tumors. This is the first population-based study to systematically characterize 15 metastatic site combinations and their survival outcomes across molecular subtypes. The findings highlight the heterogeneity of breast cancer metastasis and underscore the need for subtype-specific, site-targeted surveillance strategies and prognostic assessment tools.

Indexed as

Bone NeoplasmsBrain NeoplasmsBreast NeoplasmsLiver NeoplasmsLung NeoplasmsAdultAgedFemaleHumansKaplan-Meier EstimateMiddle AgedNeoplasm MetastasisPrognosisProportional Hazards ModelsSEER ProgramBreast cancerClinicopathological featuresDistant metastasisMolecular subtypeMulti-organ metastasisPrognosisSEER databaseSurvival analysis

Identifiers

PMID40696141
PMCPMC12284020

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.