Human keratin matrix use and wound healing outcomes in post-acute care of pressure ulcers: Evidence from a Bayesian real-world study

Authors

  • Zwelithini Tunyiswa Open Wound Research Author https://orcid.org/0009-0008-6100-0828
  • Sasha Frade Open Wound Research Author
  • Ryan Dirks United Wound Healing Author
  • Howard Walthall Venture Medical Author

DOI:

https://doi.org/10.63676/vt5yx857

Keywords:

Pressure Ulcers, Wound Healing, keratin-based matrix, Bayesian Analysis, Real-world evidence, Chronic wounds

Abstract

Aims: To evaluate the real-world effectiveness of a human keratin matrix (HKM) compared with standard of care (SOC) in promoting pressure ulcer (PU) healing among patients treated in post-acute care settings.

Methods: This observational comparative effectiveness study analyzed deidentified PU-level data from the LiftOff Registry, a national real-world database capturing post-acute wound care delivered in long-term acute care hospitals and skilled nursing facilities. PUs treated with HKM plus SOC were compared with those managed with SOC alone. Bayesian propensity score methods were used to reduce confounding and balance baseline demographic and clinical characteristics measured at PU identification. Healing—defined as complete epithelialization or closure—was modeled using Bayesian logistic regression with study arm and baseline PU stage as predictors. Treatment effects were summarized as posterior risk ratios (RR) with 95% highest density intervals (HDI) and posterior probabilities of benefit.

Results: Before matching, the SOC cohort included 9356 patients with 14,740 PUs (33.2% healed), while the HKM cohort included 58 patients with 81 PUs (54.3% healed). After matching, 161 PUs were analyzed (81 HKM; 80 SOC); most were Stage 3 or Stage 4. HKM treatment was associated with higher modeled probabilities of healing compared with SOC alone. The posterior mean RR for healing was approximately 1.6 (95% HDI ≈ 1.0–2.1), with a posterior probability of benefit (RR > 1) of approximately 99.4%.

Conclusion: In this real-world post-acute care cohort of patients with PUs, HKM use was associated with a high posterior probability of improved healing compared with SOC alone. These findings support HKM as an adjunctive therapy for complex or non-healing pressure ulcers in post-acute care settings.

Author Biographies

  • Zwelithini Tunyiswa, Open Wound Research

    Zwelithini Tunyiswa, BA is an experienced healthcare management professional and an entrepreneur with a background in quantitative marketing and data science. He has worked in wound care since 2011 when he joined, helped build, and became a partner at one of the largest post-acute wound-care consultancies in the nation. He is currently the CEO and co-founder of Open Wound Research, a wound care data science consultancy.

  • Sasha Frade, Open Wound Research

    Sasha Frade, BA (Hons), MA, MM-PDM, PhD is a public health researcher with over 15 years of experience in health systems strengthening, clinical research, and implementation science. Her work spans infectious diseases, maternal and child health, and digital health innovation, with a growing focus on chronic and complex wound research and evidence generation. She has contributed to wound care research and program development in advisory and consultancy roles, supporting the translation of clinical evidence into practical, scalable solutions.

  • Ryan Dirks, United Wound Healing

    Ryan Dirks, MA, PA, CWS is a Physician Associate and Certified Wound Specialist who has been pivotal in transforming wound management for over 15 years. Ryan is the CEO and CMO of United Wound Healing and co-founder of Open Wound Research. 

  • Howard Walthall, Venture Medical

    Howard Walthall, BSE, JD is an experienced Regenerative Medicine and MedTech executive with proven success in developing new, technologically advanced wound and regenerative medicine products. He is currently the Chief Product & Strategy Officer for Venture Medical, LLC which is developing and bringing to market multiple advanced wound care technologies. 

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Published

2026-03-16

Data Availability Statement

Data may be made available upon request upon approval by LiftOff Registry.

How to Cite

Human keratin matrix use and wound healing outcomes in post-acute care of pressure ulcers: Evidence from a Bayesian real-world study. (2026). International Journal of Tissue Repair, 2(1). https://doi.org/10.63676/vt5yx857