A Bayesian hierarchical meta-analysis of CAMPS versus standard of care for diabetic foot ulcers: systematic review of evidence from Medicare’s 2024 final Local Coverage Determinations

Authors

DOI:

https://doi.org/10.63676/s3d77a30

Keywords:

Diabetic foot, Bayesian Analysis, skin, artificial, wound healing, United States Centers for Medicare and Medicaid Services

Abstract

Aims: To quantify the treatment effects of cellular, acellular and matrix-like products (CAMPs) on diabetic foot ulcer (DFU) healing, based on the 35 randomized controlled trials (RCTs) cited in Medicare’s 2024 Local Coverage Determinations (LCDs).

Methods: We extracted healing outcome data from all 35 RCTs and applied a Bayesian hierarchical beta-binomial model to estimate product-specific and pooled healing probabilities, and risk ratios. We used posterior prediction to account for heterogeneity and to impute missing standard of care (SOC) comparators. Predicted outcomes were standardized to a 12-week follow-up and a hypothetical trial size of 100 participants (50 per arm), ensuring comparability across heterogeneous study designs.

Results: All CAMPs showed improved healing relative to SOC. The pooled posterior mean risk ratio was 2.0 (95% credible interval (Crl)): 1.69–2.38), indicating a doubling of healing likelihood. Product-specific risk ratios ranged from 1.74 to 2.30, with minimal posterior probability near the null, supporting consistent treatment benefit across products.

Conclusions: CAMPs consistently show superior healing outcomes compared to SOC in promoting DFU healing. This quantitative synthesis clarifies the evidence underpinning Medicare’s coverage decisions and provides a statistical benchmark for clinicians, sponsors, and payers in evaluating CAMPs-based therapies.

References

Novitas Solutions, Inc. Proposed Local Coverage Determination (LCD): Skin Substitute Grafts/Cellular and Tissue-Based Products for Treatment of Diabetic Foot Ulcers and Venous Leg Ulcers (DL35041). Centers for Medicare & Medicaid Services; 2023. https://www.cms.gov/medicare-coverage-database/view/lcd.aspx?LCDId=35041 (accessed 27 October 2025)

Guyatt G, Agoritsas T, Brignardello-Petersen R, et al. Core GRADE 1: overview of the Core GRADE approach. BMJ. 2025;389:e081903. https://doi.org/10.1136/bmj-2024-081903

Novitas Solutions, Inc. Local Coverage Determination (LCD): Skin Substitute Grafts/Cellular and Tissue-Based Products for Treatment of Diabetic Foot Ulcers and Venous Leg Ulcers (L35041). Centers for Medicare & Medicaid Services; 2024. https://www.cms.gov/medicare-coverage-database/view/lcd.aspx?LCDId=35041 (accessed 27 October 2025)

Noridian Healthcare Solutions, LLC. Local Coverage Determination (LCD): Skin Substitute Grafts/Cellular and Tissue-Based Products for Treatment of Diabetic Foot Ulcers and Venous Leg Ulcers (L39764). Centers for Medicare & Medicaid Services; 2024. https://www.cms.gov/medicare-coverage-database/view/lcd.aspx?lcdid=39764 (accessed 28 October 2025)

First Coast Service Options, Inc. Local Coverage Determination (LCD): Skin Substitute Grafts/Cellular and Tissue-Based Products for Treatment of Diabetic Foot Ulcers and Venous Leg Ulcers (L36377). Centers for Medicare & Medicaid Services; 2024. https://www.cms.gov/medicare-coverage-database/view/lcd.aspx?lcdid=36377&ver=7& (accessed 28 October 2025)

National Government Services, Inc. Local Coverage Determination (LCD): Skin Substitute Grafts/Cellular and Tissue-Based Products for Treatment of Diabetic Foot Ulcers and Venous Leg Ulcers (L39828). Centers for Medicare & Medicaid Services; 2024. https://www.cms.gov/medicare-coverage-database/view/lcd.aspx?lcdId=39828&ver=6 (accessed 28 October 2025)

Wisconsin Physicians Service Insurance Corporation. Local Coverage Determination (LCD): Skin Substitute Grafts/Cellular and Tissue-Based Products for Treatment of Diabetic Foot Ulcers and Venous Leg Ulcers (L39865). Centers for Medicare & Medicaid Services; 2024. https://www.cms.gov/medicare-coverage-database/view/lcd.aspx?lcdid=39865&ver=4 (accessed 28 October 2025)

CGS Administrators, LLC. Local Coverage Determination (LCD): Skin Substitute Grafts/Cellular and Tissue-Based Products for Treatment of Diabetic Foot Ulcers and Venous Leg Ulcers (L39756). Centers for Medicare & Medicaid Services; 2024. https://www.cms.gov/medicare-coverage-database/view/lcd.aspx?lcdid=39756&ver=7 (accessed 28 October 2025)

Spencer FA, Iorio A, You J, et al. Uncertainty and clinical decision making: a framework for evidence translation. Stat Methods Med Res. 2018; 27(12):3986–95. https://doi.org/10.1177/0962280218754928

Zhang J, Ko CW, Nie L, Chen Y, Tiwari R. Bayesian hierarchical methods for meta-analysis combining randomized-controlled and single-arm studies. Stat Methods Med Res. 2019;28(5):1293-1310. https://doi.org/10.1177/0962280218754928

Higgins JP, Spiegelhalter DJ. Being sceptical about meta-analyses: a Bayesian perspective on magnesium trials in myocardial infarction. Int J Epidemiol. 2002;31(1):96-104. https://doi.org/10.1093/ije/31.1.96

van de Schoot R, Depaoli S, King R, et al. Bayesian statistics and modelling. Nat Rev Methods Primers. 2021;1(1):1–26. https://doi.org/10.1038/s43586-020-00001-2

Published

2025-10-31

Data Availability Statement

All data and code will be made available on the open Github repository (https://github.com/OpenWoundResearch/IJTR_Bayesian_LCD_Meta-Analysis-202510) on 11/3/25.

How to Cite

A Bayesian hierarchical meta-analysis of CAMPS versus standard of care for diabetic foot ulcers: systematic review of evidence from Medicare’s 2024 final Local Coverage Determinations. (2025). International Journal of Tissue Repair, 1(1). https://doi.org/10.63676/s3d77a30