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Oncological safety of autologous fat grafting for breast reconstruction after mastectomy: a meta-analysis

2019· article· en· W3031987863 on OpenAlexaboutno aff
Huanhuan Liu, Xunxun Lin, Shuqia Xu, Yangbin Xu

Bibliographic record

VenueChin J Breast Dis(Electronic Edition) · 2019
Typearticle
Languageen
FieldMedicine
TopicMesenchymal stem cell research
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineOdds ratioConfidence intervalMeta-analysisBreast cancerMastectomyInternal medicineSubgroup analysisCochrane LibrarySurgeryCancer

Abstract

fetched live from OpenAlex

Objective To investigate the oncological safety of autologous fat grafting for breast reconstruction after mastectomy in breast cancer patients. Methods The PubMed, Embase, Cochrane, CNKI, Wanfang and VIP databases were searched for all published relevant cohort studies up to May 2018. According to the Newcastle Ottawa Scale (NOS), the literature screening, data extraction and systematic evaluation were performed by two reviewers independently. A meta-analysis was performed using the RevMan 5.3 software, with odds ratio (OR) and 95% confidence interval (CI) as the effect size. Results Thirteen studies were included, with a sample size of 8 466 patients including 1 963 patients in autologous fat grafting group (AFG group) and 6 503 patients in non-fat grafting group (NFG group). The NOS scores were 6 to 9, indicating high methodological quality. The meta-analysis showed that 455 patients (7.0%, 455/6 503) in NFG group had recurrence, while 88 patients (4.5%, 88/1 963) in AFG group had recurrence, indicating that the recurrence rate of AFG group was significantly lower than that of NFG group (OR=0.73, 95%CI: 0.57-0.95, P=0.02). Fat grafting had no significant effect on the local recurrence rate, regional recurrence rate and distant recurrence rate (OR=1.06, 95%CI: 0.60-1.88, P=0.84; OR=0.89, 95%CI: 0.32-2.48, P=0.83; OR=0.36, 95%CI: 0.10-1.28, P=0.11). Subgroup analysis showed that fat grafting had no significant effect on the recurrence rate of breast cancer in patients with carcinoma in situ or invasive carcinoma (OR=1.16, 95%CI: 0.05-26.91, P=0.93; OR=0.68, 95%CI: 0.40-1.16, P=0.16). The fat grafting still had no significant effect on the recurrence rate of breast cancer in the patients undergoing breast-conserving surgery or total mastectomy (OR=0.36, 95%CI: 0.08-1.66, P=0.19; OR=0.64, 95%CI: 0.33-1.26, P=0.19). Conclusion Based on our meta-analysis of the cohort studies from January 1965 to May 2018, autologous fat grafting is feasible, with low risk of recurrence. Key words: Meta-analysis; Breast neoplasms; Mammaplasty; Autologous fat grafting; Oncological safety

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.019
metaresearch head score (Gemma)0.037
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: Meta-analysis
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.019
Threshold uncertainty score0.100

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0190.037
Meta-epidemiology (narrow)0.0030.001
Meta-epidemiology (broad)0.0150.055
Bibliometrics0.0050.004
Science and technology studies0.0010.001
Scholarly communication0.0040.002
Open science0.0020.001
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.024
GPT teacher head0.296
Teacher spread0.272 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designMeta-analysis
Domainnot available
GenreEmpirical

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".

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Citations0
Published2019
Admission routes1
Has abstractyes

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