Evidence map›Paper›PMID 41001431›Full record

ArticlePhenomics (Cham, Switzerland)2025

Breast Cancer Bone Metastasis: Novel Prognostic Biomarkers Identified.

Meiling Chu, Yan Zhang, Jie Chen, Hui Cong, Yulian Yin, Hongfeng Chen

Abstract read
In one paragraph

Article in Phenomics (Cham, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. C1orf112 promotes breast cancer growth by modulating the cell cycle.Frontiers in bioengineering and biotechnology · 2026
    Article
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

6 authors.

Meiling Chu *Department of Breast Surgery, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, 725 South Wanping Road, Shanghai, 200032 China.ORCID 0000-0002-5600-4217
Yan Zhang *Department of Breast Surgery, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, 725 South Wanping Road, Shanghai, 200032 China.ORCID 0009-0006-0145-302X
Jie Chen *Department of Traditional Chinese Medicine, Shanghai Pudong Jinyang Community Health Service Center, Shanghai, 200032 China.ORCID 0009-0001-4269-2696
Hui CongDepartment of Breast Surgery, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, 725 South Wanping Road, Shanghai, 200032 China.ORCID 0009-0002-6400-0387
Yulian YinDepartment of Breast Surgery, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, 725 South Wanping Road, Shanghai, 200032 China.ORCID 0000-0001-9404-7763
Hongfeng ChenDepartment of Breast Surgery, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, 725 South Wanping Road, Shanghai, 200032 China.ORCID 0000-0001-6311-0651

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The impact of lipid metabolism on the development and prognosis of bone metastasis from breast cancer (BRCA) is currently unknown. Sequencing data of BRCA samples in this study were obtained from the University of California, Santa Cruz (UCSC) Xena database. The differentially expressed genes (DEGs1) between the BRCA group and the control group, the differentially expressed genes (DEGs2) between the bone metastasis group and the non-bone metastasis group, and the lipid metabolism score-related genes (LMSRGs) were intersected to obtain LMSRGs (DE-LMSRGs). Biomarkers were obtained using univariate logistic regression analysis, support vector machine recursive feature elimination (SVM-RFE) and multivariate logistic regression analysis for Correlation Analysis, Gene Set Enrichment Analysis, Immunohistochemistry, Co-creation of Networks, and Drug Prediction, and then analyses were performed using Immunohistochemistry, Western blot analyses to validate the samples. We identified two biomarkers ( Supplementary Information: The online version contains supplementary material available at 10.1007/s43657-025-00221-0.

Indexed as

AngiogenesisBone metastasisBreast cancerLipid metabolismMachine learning

Identifiers

PMID41001431
PMCPMC12457254

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.