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Record W4398139896 · doi:10.1177/22925503241255118

Donor Site Outcomes Following Autologous Breast Reconstruction with DIEP Flap: A Retrospective and Prospective Study in a Single Institution

2024· article· en· W4398139896 on OpenAlexaff
S. Fan, Stephanie Kim, Kaveh Farrokhi, Dianna Deng, Laryssa Laurignano, Devin Box, Aaron Grant, Sarah Appleton, Tanya DeLyzer

Bibliographic record

VenuePlastic Surgery · 2024
Typearticle
Languageen
FieldMedicine
TopicReconstructive Surgery and Microvascular Techniques
Canadian institutionsWestern University
Fundersnot available
KeywordsDIEP flapMedicineBreast reconstructionRetrospective cohort studySurgeryBreast cancerInternal medicineCancer

Abstract

fetched live from OpenAlex

Background: The deep inferior epigastric perforator artery (DIEP) free flap is the most commonly performed autologous breast reconstruction. Despite the relative reduction in donor site complications compared to nonmuscle-sparing options, there is still high morbidity associated with this surgery. The purpose of this study is to compare outcomes and complications at our institution and to discuss potential quality improvement initiatives. Methods: A retrospective cohort study was performed looking at patients who underwent delayed or immediate autologous breast reconstruction with a DIEP flap over a 6-year period (2015-2021) at our institution. Complication rates for abdominal infection, seroma, hematoma, wound dehiscence, delayed wound healing, umbilical necrosis, subjective abdominal weakness, abdominal bulge, and hernia were calculated. Additionally, a prospective cohort study was conducted using a portable ultrasound device to detect postoperative changes in the abdominal donor site, including fluid collections and postoperative edema. Results: One hundred seventeen patients underwent autologous breast reconstruction with a DIEP-free flap. Forty-one percent of patients experienced 1 or more donor site complications. Complication rates were 16.2%, 12.8%, 1.7%, 15.4%, 8.5%, 4.3%, 0%, 10.3%, and 2.6%, respectively, for the list above. There was a higher proportion of complications in patients who smoked within the past 3 months and those who had a body mass index (BMI) between 35 and 39.9, although this was not statistically significant. Bilateral reconstructions had higher rates of umbilical necrosis (24.5% vs 7.8%) and wound dehiscence (9.4% vs 0%) compared to unilateral. Twenty-one patients were included in the prospective analysis. No significant changes in abdominal wall edema were found. Twenty-four percent of the patients had detectible collections on ultrasound, and these were associated with wound dehiscence and the need for debridement. Discussion: Our institutional abdominal donor site complication rates in DIEP reconstruction patients are higher than those published in the literature. Similar complication rates were identified regardless of smoking status, BMI, and unilateral/bilateral surgery. Quality improvement initiatives could be considered and implemented to reduce future complications.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.020
Threshold uncertainty score0.862

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.012
GPT teacher head0.240
Teacher spread0.229 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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".

Quick stats

Citations5
Published2024
Admission routes1
Has abstractyes

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