Comparison of IFSG to SOC for treatment of venous leg ulcers using real-world data from the USWR with 1:1 matching on 14 wound/patient factors
Miao, H.; Pine, M.; Lantis, J. C.; Fife, C.
Show abstract
BackgroundVenous leg ulcers (VLUs) impose substantial morbidity and Medicare spending, yet many real-world ulcers remain refractory to standard of care (SOC). Intact fish-skin graft (IFSG) is a biologic graft used for chronic wounds. We evaluated the comparative effectiveness of IFSG versus SOC in routine practice using a specialty wound registry with Real World Evidence design features intended to minimize bias. MethodsWe performed a retrospective, target-trial-emulating, 1:1 propensity score-matched comparative-effectiveness study within the U.S. Wound Registry (USWR). Matching used 14 prespecified patient- and wound-level covariates (including mobility as a measure of frailty and number of concomitant wounds). ResultsThe matched cohort included 129 IFSG-treated VLUs and 129 SOC-treated VLUs. Baseline balance was excellent by standardized mean differences. Small residual differences favored SOC; IFSG-treated wounds were older and trended larger. Healing occurred in 85.3% of IFSG-treated wounds (110/129) versus 75.2% of SOC-treated wounds (97/129); the absolute difference (+10.1%) was just below statistical significance (p=0.0801). SOC-treated VLUs increased in size on average more than IFSG-treated VLUs (p=0.0036). ConclusionsIn a national wound registry with rigorous cohort construction, aligned index timing, comprehensive covariate control, and structured outcome capture, IFSG demonstrated favorable real-world effectiveness versus SOC for VLUs with a trend towards more healed wounds and a statistically significant lower average wound expansion. The high healing rate in the SOC arm is plausibly explained by baseline advantages (shorter duration, smaller area, and "never-advanced-therapy" selection) as well as the absence of a set follow-up duration that typically extended until healing, a competing event, or administrative end of observation.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Unplanned Hospital Visits after Ambulatory Surgical Care 92%
- Study protocol for COvid-19 Vascular sERvice (COVER) study: The impact of the COVID-19 pandemic on the provision, practice and outcomes of vascular surgery 92%
- Safety and effectiveness of RBD-specific polyclonal equine F(ab′)2 fragments for the treatment of hospitalized patients with severe Covid-19 disease: a retrospective cohort study 91%
Similar papers in this journal
- Surgery & COVID-19: A rapid scoping review of the impact of COVID-19 on surgical services during public health emergencies 92%
- Financial Conflicts of Interest among U.S. Physician Authors of 2020 Clinical Practice Guidelines: A Cross-Sectional Study 92%
- Development and validation of multivariable prediction models for adverse COVID-19 outcomes in IBD patients 91%
Similar papers in this journal
- Effect of Telemedicine Support for Intraoperative Anaesthesia Care on Postoperative Outcomes: The TECTONICS Randomised Clinical Trial 92%
- Effect of Machine Learning on Anaesthesiology Clinician Prediction of Postoperative Complications: The Perioperative ORACLE Randomised Clinical Trial 91%
- Surgical activity in England and Wales during the COVID-19 pandemic: a nationwide observational cohort study 90%
Similar papers in this journal
- An external validation of the QCovid risk prediction algorithm for risk of mortality from COVID-19 in adults: national validation cohort study in England 89%
- Remote Covid Assessment in Primary Care (RECAP) risk prediction tool: derivation and real-world validation studies 89%
- Predictive performance and clinical application of COV50, a urinary proteomic biomarker in early COVID-19 infection: a cohort study 89%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.