Journal article
Differential Gene Expression in Healing and Non-Healing Diabetic Foot Ulcers and Discovery of Novel Ratiometric Biomarker to Predict Healing Outcome
Wound repair and regeneration, v 33(6), e70113
Nov 2025
PMID: 41268663
Featured in Collection : UN Sustainable Development Goals @ Drexel
Abstract
Diabetic foot ulcers (DFUs) are common and difficult to treat because the mechanisms behind unsuccessful responses to treatment are poorly understood. The goals of this study were to identify differences in healing and non-healing human DFUs using debrided tissue samples and to identify possible biomarkers of non-healing. First, DFU tissue samples collected over 12 weeks of treatment from 27 subjects (n = 12 healing and n = 15 non-healing) were analysed using a focused panel of 227 inflammation and wound healing-related human genes and 16S ribosomal RNA amplicon sequence to identify microbial species. Gene expression and correlation with microbial species differed between healing and non-healing DFUs. While no individual genes analysed at the initial time point could accurately predict healing outcome 12 weeks later, several 2-gene ratios were highly accurate. The ratio of C3AR1/CCL22 predicted healing outcome in the discovery cohort with an area under the receiver operator characteristic (ROC) curve (AUC) of 0.96. The AUC was 0.80 when tested on 74 unique samples collected at later time points from the discovery cohort, and the AUC was 0.69 when validated in a completely independent cohort of n = 51 subjects and using quantitative reverse transcription polymerase chain reaction (qRTPCR) as a more translational method of detection. The AUC increased to 0.75 when initial wound area was included. Overall, the results suggest that differences in inflammation contribute to differential healing outcomes in human chronic DFUs, and associated biomarkers may be used to predict healing outcome to guide treatment decisions.
Metrics
22 Record Views
Details
- Title
- Differential Gene Expression in Healing and Non-Healing Diabetic Foot Ulcers and Discovery of Novel Ratiometric Biomarker to Predict Healing Outcome
- Creators
- Jessica M Eager - Drexel UniversityJuan Cortes-Troncoso - Drexel UniversityLindsay Kalan - Hamilton Health SciencesAmy Campbell - University of PennsylvaniaAmit Rao - Northwell HealthMichael S Weingarten - Drexel UniversityElizabeth A Grice - University of PennsylvaniaAlisha Oropallo - Donald & Barbara Zucker School of Medicine at Hofstra/NorthwellDavid J Margolis - University of PennsylvaniaAhmet Sacan - Drexel UniversityKara L Spiller (Corresponding Author) - Drexel University
- Publication Details
- Wound repair and regeneration, v 33(6), e70113
- Publisher
- Wiley
- Number of pages
- 14
- Grant note
- NR-015639 / NINR NIH HHS DK131917 / NIDDK NIH HHS DK133846 / NIDDK NIH HHS
- Resource Type
- Journal article
- Language
- English
- Academic Unit
- MD (Doctor of Medicine) Program; School of Biomedical Engineering, Science, and Health Systems; Chemical and Biological Engineering
- Web of Science ID
- WOS:001653410200080
- Scopus ID
- 2-s2.0-105022522007
- Other Identifier
- 991022133582704721
UN Sustainable Development Goals (SDGs)
This publication has contributed to the advancement of the following goals:
InCites Highlights
Data related to this publication, from InCites Benchmarking & Analytics tool:
- Collaboration types
- Domestic collaboration
- International collaboration
- Web of Science research areas
- Cell Biology
- Dermatology
- Medicine, Research & Experimental
- Surgery