Evidence map›Paper›PMID 40241087›Full record

ArticleBMC cancer2025

Novel insight of critical genes involved in breast cancer brain metastasis: evidence from a cross-tissue transcriptome association study and validation through external clinical cohorts.

Jinsong Liu, Xiao Guan, Songlin Gao, Liuliu Quan, Min Dou, Jian Yue, Mengwu Shi, Peng Yuan

Abstract read
In one paragraph

Article in BMC cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
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

8 authors.

Jinsong Liu *Department of Medical Oncology, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
Xiao Guan *State Key Lab of Molecular Oncology, Department of Pancreatic and Gastric Surgery, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
Songlin Gao *Department of Medical Oncology, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
Liuliu Quan *Department of Medical Oncology, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
Min DouBengBu Medical University, BengBu, 233030, China.
Jian YueDepartment of VIP Medical Services, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
Mengwu ShiDepartment of VIP Medical Services, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
Peng YuanDepartment of VIP Medical Services, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China. yuanpengyp01@163.com.

Funding

the Non-profit Central Research Institute Fund of Chinese Academy of Medical Sciences 2023-JKCS-23the Special Research Fund for Central Universities, Peking Union Medical College 2022-I2M-C&T-A-014
6 · The paper itself

Abstract

backgroundBreast cancer represents the most prevalent form of tumors among females and is characterized by a significant genetic component. The brain is a frequent site of metastasis for breast cancer. Although numerous loci associated with breast cancer brain metastasis (BCBM) have been identified, the critical regulatory genes underlying BCBM remain largely unclear.

methodsThe FinnGen R11 dataset was combined with Genotype-Tissue Expression Project (GTEx) for Transcriptome-wide Association Study (TWAS). The Unified Test for Molecular Signatures (UTMOST), Multimarker Analysis of Genomic Annotation (MAGMA), and Functional Summary-based Imputation (FUSION) were used to identify candidate genes. Summary-data-based mendelian randomization (SMR) and co-localization were performed further to elucidate the association between key genes and BCBM. Finally, multiple external cohorts were obtained to validate the findings.

resultIn our study, 12 new genes associated with breast cancer were identified with TWAS. Subsequently, both SMR and co-localization have shown that CAPS8 was only expressed in brain tissues including frontal cortex and cerebellar hemispheres associated with breast cancer. Potential regulation of CASP8 could occur in BCBM. Finally, the findings were ultimately validated by external clinical cohorts.

conclusionOur study identified key gene CASP8, which was associated with BCBM, providing new insights into the occurrence of BCBM.

Indexed as

Biomarkers, TumorBrain NeoplasmsBreast NeoplasmsTranscriptomeCaspase 8Cohort StudiesFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticGenome-Wide Association StudyHumansPolymorphism, Single NucleotideBiomarkers, TumorCASP8 protein, humanCaspase 8Breast cancer brain metastasisCo-localizationFUSIONSMRTWASUTMOST

Identifiers

PMID40241087
PMCPMC12001416

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Registered trials

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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.