MétaCan
Menu
Back to cohort
Record W4306255402 · doi:10.1093/eurheartj/ehac544.741

Effects of envelopes on CIED pocket healing: a head-to-head preclinical evaluation

2022· article· en· W4306255402 on OpenAlexaff
Renu Virmani, John Kassotis, Shruti Mittal, F Philippon, D’Anne Kudlik, Nicole Kirchhof, K Seethamraju

Bibliographic record

VenueEuropean Heart Journal · 2022
Typearticle
Languageen
FieldMedicine
TopicTissue Engineering and Regenerative Medicine
Canadian institutionsInstitut universitaire de cardiologie et de pneumologie de Québec
Fundersnot available
KeywordsMedicineImplantCapsuleExtracellular matrixHistopathologyWound healingSurgeryPathology

Abstract

fetched live from OpenAlex

Abstract Background The body's natural immune response to cardiac implantable electronic device (CIED) implantation results in capsule formation with healthy surrounding tissue. Alternatively, chronic inflammation and infection can disrupt healing, cause pocket instability, and increase morbidity and cost, while complicating future interventions. Two envelopes are currently available to provide CIED stabilization: the TYRX absorbable antibacterial envelope and the CanGaroo envelope derived from porcine extracellular matrix (ECM). Effects of these envelopes on CIED pocket healing are not well known. Purpose To compare TYRX, ECM, and no envelope on CIED pocket healing. Methods An ovine model was used for time-course evaluation of pocket healing. CIEDs were implanted with TYRX or ECM per manufacturer's instructions or with negative control (no envelope) to allow for direct comparison. Envelope type was rotated across animals to minimize localized effects associated with implant location. At least one control was implanted in each animal. Across 18 sheep, a total of 50 CIED pockets were evaluated (TYRX=16, control=20, ECM=14). Morphometric and histopathologic analyses were completed for pockets at 3 days, 7 days, 4 wks, and 12 wks post-implant. An independent pathologist completed blinded histopathology assessment of all tissue blocks using ISO 10993–6:2016 scoring standards. For capsule thickness comparisons, a mixed effects model with a random subject (sheep) effect and fixed time and treatment effects was used. Results The TYRX inflammatory response was low, as indicated by scoring measurements of neutrophils, fibrin, and macrophages (Figure 1). Neutrophil infiltration scores with TYRX and control declined from moderate (≤2) at 3 days to absent (score = 0) at 4 and 12 wks, whereas ECM scoring showed an elevated response at 3 days (3.2) and 7 days (2.2). A lower rate of fibrin deposition was observed with TYRX at 3 days compared to control and ECM (0.8 vs 1.6 vs 2.0). Macrophage scoring was lower at 7 days for TYRX compared to control and ECM (2.2 vs 2.8 vs 3.0). Rapid tissue repair with TYRX was evidenced by increased fibrosis at 7 days compared to control (1.8 vs 1.0), with substantial resolution by 12 wks. Tissue granulation and neovascularization progressed similarly for pockets with TYRX and control over time. Capsule thickness peaked at 4 wks for all groups (TYRX 1.3±0.4, control 0.9±0.4, ECM 2.3±0.1), was reduced at 12 wks (TYRX 0.7±0.2, control 0.7±0.2, ECM 1.2±0.2), and ECM was significantly different compared to TYRX and control (p<0.01, Figure 2). There was no evidence of fat infiltration or calcification in any sample. Conclusion The TYRX absorbable antibacterial envelope was associated with a more rapid natural healing response with less inflammation and thin uniform capsule formation compared to ECM. These healing conditions can foster development of a well-healed pocket that may ease secondary procedures when required. Funding Acknowledgement Type of funding sources: Private company. Main funding source(s): Medtronic, Inc.

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)0.002
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.017

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0050.001

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 head0.109
GPT teacher head0.402
Teacher spread0.293 · 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 designBench or experimental
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

Citations2
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueEuropean Heart JournalSame topicTissue Engineering and Regenerative MedicineFrench-language works237,207