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Record W4411281733 · doi:10.1186/s12957-025-03875-2

Impact of serum lipids on prognosis in breast cancer patients: a systematic review and meta-analysis

2025· review· en· W4411281733 on OpenAlexaboutno aff
Wendong Gao, Yilin Yao, Qilong Gao, Tiancheng Zhao, Hegen Li

Bibliographic record

VenueWorld Journal of Surgical Oncology · 2025
Typereview
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicCancer, Lipids, and Metabolism
Canadian institutionsnot available
Fundersnot available
KeywordsSurgical oncologyMedicineBreast cancerMeta-analysisOncologyInternal medicineCancerGeneral surgery

Abstract

fetched live from OpenAlex

BACKGROUND AND PURPOSE: Whether serum lipids have an impact on breast cancer(BC) prognosis remains controversial and unstudied. We conducted this systematic review (SR) and meta-analysis (MA) to explore the impact of levels of various components of the lipid profile on multiple survival outcomes (OSs) of BC. METHODS: We searched Pubmed, Embase, Cochrane Library, and Web of Science for relevant cohort studies to assess the impact of multiple lipids on the prognosis of BC patients. Included studies were subjected to quality assessment using the Newcastle-Ottawa scale (NOS). MA of extracted data was performed using StataSE 15.1. RESULTS: 17 studies in total were included, involving a sample size of 24,026. MA showed that high levels of low-density lipoprotein cholesterol (LDL-C ) (HR (hazard ratios) = 1.96, 95% confidence interva (CI): 1.03-3.73), apolipoprotein E (ApoE) (HR = 3.68, 95% CI: 1.71-7.94), and apolipoprotein B (ApoB) (HR = 1.93, 95% CI: 1.44-2.59) were associated with poorer OS, while high levels of low-density lipoprotein (LDL) (HR = 0.81, 95% CI. 0.74-0.88) and apolipoprotein D (ApoD) (HR = 0.44, 95% CI: 0.24-0.81) were associated with better OS. Both a high level of total cholesterol (TC) (HR = 1.60, 95% CI:1.08-2.37) and dyslipidemia (HR = 1.71, 95% CI:1.12-2.62) had a negative impact on disease-free survival (DFS) in BC patients. CONCLUSION: This MA showed that the levels of LDL-C, ApoE, and ApoB in serum were associated with OS, and the TC level in serum and dyslipidemia were associated with DFS. However, the levels of blood lipids were less associated with other prognostic outcomes. Other high-quality studies are needed to further elucidate this issue. REGISTRATION: PROSPERO CRD42024541755.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.636
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0100.005
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.029
GPT teacher head0.372
Teacher spread0.343 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designMeta-analysis
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations5
Published2025
Admission routes1
Has abstractyes

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