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"Game, Fran"
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Motivation communication training programme for healthcare professionals to support adherence in patients with diabetic foot ulcers: Proof of concept study
by
Chaplin, Wendy J.
,
Hilton, Charlotte E.
,
Game, Fran
in
Biology and Life Sciences
,
Care and treatment
,
Communication
2024
Patients with diabetic foot ulcers have poor adherence to treatment recommendations. However, the most effective way to support adherence in this population is unknown. This study aimed to assess the preliminary effectiveness of a motivation communication training programme for healthcare professionals working with these patients, using theory and evidence-based strategies.A proof-of-concept study using a non-randomised, controlled before-and-after design. Six podiatrists took part in the motivation communication training programme. Pre-training, observation was undertaken to examine the communication style currently used by podiatrists in routine consultations. Patients’ (n = 25) perceptions of podiatrist autonomy support, self-determination for limiting weight-bearing activity and average daily step count were also assessed. Post training, observations and patient measures were repeated with a different group of patients (n = 24). Observations indicated that podiatrists exhibited a more need-supportive communication style (e.g., taking time to understand patients’ perspectives) after undergoing the training programme. Patients in the post-training group reported higher levels of autonomy support, while self-determination to limit weight-bearing activity remained unchanged. Although the post-training group had a lower average daily step count, the difference was not statistically significant. This is the first study to investigate implementation of motivation communication strategies in routine consultations with patients with diabetic foot ulcers. Results suggest that training can enhance healthcare professionals’ motivation communication skills with potential for addressing adherence issues, however, a larger cluster randomised controlled trial is necessary to confirm this.
Journal Article
Assessing the Outcome of the Management of Diabetic Foot Ulcers Using Ulcer-Related and Person-Related Measures
by
Ince, Paul
,
Jeffcoate, William J
,
Chipchase, Susan Y
in
Aged
,
Amputation
,
Amputation, Surgical
2006
OBJECTIVE:--The purpose of this study was to compare different outcome measures in the audit of management of diabetic foot ulcers RESEARCH DESIGN AND METHODS--Data collected prospectively in a consecutive cohort of patients referred to a specialist multidisciplinary foot care clinic between 1 January 2000 and 31 December 2003 were analyzed. A single index ulcer was selected for each patient and classified according to both the Size (Area and Depth), Sepsis, Arteriopathy, and Denervation [S(AD)SAD] and University of Texas (UT) systems. Ulcer-related outcomes (healing, resolution by ipsilateral amputation or by death, and persisting unhealed) were determined at 6 and 12 months and compared with patient-related outcomes (survival, any amputation, and being free from any ulcer) at 12 months. RESULTS:--In 449 patients (63.7% male, mean age 66.7 ± 13.2 years), 352 (78.4%) ulcers were superficial [S(AD)SAD/UT grade 1] and 134 of these (38.1% of 352) were neither ischemic nor infected. A total of 183 (40.8% of 449) ulcers were clinically infected, and peripheral arterial disease was present in 216 patients (48.1%). Seventeen patients (3.8%) were lost to follow-up and were excluded from analysis. Of the ulcers, 247 (55.0% of 449) and 295 (65.7%) healed without amputation by 6 and 12 months, respectively. Median (range) time to healing was 78 (7-364) days. Of all index ulcers, 5.8 and 8.0% were resolved by amputation, and 6.2 and 10.9% by death by the same time points; 27.8 and 11.6% persisted unhealed. In contrast, patient-related outcomes revealed that of 449 patients only 202 (45.0%) were alive, without amputation, and ulcer free at 12 months. This group had had 272 (1-358) days without any ulcer. A total of 48 (10.7%) patients had undergone some form of amputation, and 75 (16.7%) had died. CONCLUSIONS:--These data illustrate the extent to which ulcer-related outcomes may underestimate the true morbidity and mortality associated with diabetic foot disease. It is suggested that when attempts are made to compare the effectiveness of management in different centers, greater emphasis should be placed on patient-related outcome measures.
Journal Article
Diabetic Foot Ulcer Classification Models Using Artificial Intelligence and Machine Learning Techniques: Systematic Review
by
Wang, Sheila C
,
Hamilton, Emma J
,
Game, Fran
in
Analysis
,
Artificial Intelligence
,
Diabetes therapy
2025
Diabetes-related foot ulceration (DFU) is a common complication of diabetes, with a significant impact on survival, health care costs, and health-related quality of life. The prognosis of DFU varies widely among individuals. The International Working Group on the Diabetic Foot recently updated their guidelines on how to classify ulcers using \"classical\" classification and scoring systems. No system was recommended for individual prognostication, and the group considered that more detail in ulcer characterization was needed and that machine learning (ML)-based models may be the solution. Despite advances in the field, no assessment of available evidence was done.
This study aimed to identify and collect available evidence assessing the ability of ML-based models to predict clinical outcomes in people with DFU.
We searched the MEDLINE database (PubMed), Scopus, Web of Science, and IEEE Xplore for papers published up to July 2023. Studies were eligible if they were anterograde analytical studies that examined the prognostic abilities of ML models in predicting clinical outcomes in a population that included at least 80% of adults with DFU. The literature was screened independently by 2 investigators (MMS and DAR or EH in the first phase, and MMS and MAS in the second phase) for eligibility criteria and data extracted. The risk of bias was evaluated using the Quality In Prognosis Studies tool and the Prediction model Risk Of Bias Assessment Tool by 2 investigators (MMS and MAS) independently. A narrative synthesis was conducted.
We retrieved a total of 2412 references after removing duplicates, of which 167 were subjected to full-text screening. Two references were added from searching relevant studies' lists of references. A total of 11 studies, comprising 13 papers, were included focusing on 3 outcomes: wound healing, lower extremity amputation, and mortality. Overall, 55 predictive models were created using mostly clinical characteristics, random forest as the developing method, and area under the receiver operating characteristic curve (AUROC) as a discrimination accuracy measure. AUROC varied from 0.56 to 0.94, with the majority of the models reporting an AUROC equal or superior to 0.8 but lacking 95% CIs. All studies were found to have a high risk of bias, mainly due to a lack of uniform variable definitions, outcome definitions and follow-up periods, insufficient sample sizes, and inadequate handling of missing data.
We identified several ML-based models predicting clinical outcomes with good discriminatory ability in people with DFU. Due to the focus on development and internal validation of the models, the proposal of several models in each study without selecting the \"best one,\" and the use of nonexplainable techniques, the use of this type of model is clearly impaired. Future studies externally validating explainable models are needed so that ML models can become a reality in DFU care.
PROSPERO CRD42022308248; https://www.crd.york.ac.uk/PROSPERO/view/CRD42022308248.
Journal Article
Unravelling the cardio-renal-metabolic-foot connection in people with diabetes-related foot ulceration: a narrative review
by
Hamilton, Emma J.
,
Dwivedi, Girish
,
Lan, Nick S. R.
in
Amputation
,
Angiology
,
Atherosclerosis
2024
Diabetes-related foot ulceration (DFU), a serious but preventable complication of diabetes, is a leading cause of hospitalisation, lower extremity amputation and disability worldwide. People with DFU have a greater burden of cardiovascular risk factors, heart failure and chronic kidney disease, resulting in over two-fold higher risk of cardiovascular death compared with people with diabetes without DFU. Here, we propose a “cardio-renal-metabolic-foot” connection in people with diabetes based on shared pathophysiological mechanisms linking DFU with cardiovascular and renal disease. Whilst these mechanistic links remain to be fully elucidated, systemic inflammation and infection in the context of DFU are postulated as key mediators in the development, and progression of, cardiovascular and renal disease. However, cardiovascular and renal disease are also implicated in the pathogenesis of DFU, highlighting the multi-directional interplay between conditions. The impact of screening, prevention, and early management of cardiovascular complications associated with DFU requires further research. Multi-modality cardiac imaging could play a role in unravelling disease mechanisms leading to novel therapeutic strategies, as well as facilitating personalised risk assessment and management. Recent clinical trials have transformed the therapeutic landscape for people with type 2 diabetes, by demonstrating that sodium glucose co-transporter 2 inhibitors, glucagon-like peptide-1 agonists and non-steroidal mineralocorticoid receptor antagonists improve cardiovascular and renal outcomes. Although dedicated research in people with DFU is warranted, these therapies could target multiple facets of the “cardio-renal-metabolic-foot” connection. The holistic, person-centred approach to managing DFU should incorporate new multidisciplinary models of care focusing on the prevention and management of cardiovascular and kidney disease.
Graphical abstract
The cardio-renal-metabolic-foot connection in people with diabetes. There is a critical need for (1) a better understanding of mechanisms connecting DFU with cardiovascular and kidney disease, perhaps guided by cardiac imaging, novel biomarkers, multi-omics and artificial intelligence to facilitate current treatments and the development of novel therapeutic strategies, (2) more data from clinical trials, registries and biobanks to inform clinical guidelines and evidence-based medicine, and (3) health system-wide integration of structured models of care with a contemporary emphasis on cardio-renal-metabolic-foot health to improve patient outcomes.
DFU
diabetes-related foot ulceration.
Created with BioRender.com
Journal Article
Use of the SINBAD Classification System and Score in Comparing Outcome of Foot Ulcer Management on Three Continents
2008
OBJECTIVE:--To compare populations with and outcomes of diabetic foot ulcers managed in the U.K., Germany, Tanzania, and Pakistan and to explore the use of a new score of ulcer type in comparing outcomes among different countries. RESEARCH DESIGN AND METHODS--Data from a series of 449 patients with diabetic foot ulcers managed in the U.K. were used to evaluate the new simplified system of classification and to derive an aggregate score. The use of the score was then explored using data from series managed in Germany (n = 239), Tanzania (n = 479), and Pakistan (n = 173). RESULTS:--A highly significant difference was found in time to healing between ulcers of increasing score in the U.K. series (Kruskal-Wallis test; P = 0). When data from all centers were examined, a step-up in days to healing was noted for those with scores of >=3 (out of 6). Examination of baseline variables contributing to outcome revealed the following differences among centers: ischemia, ulcer area, and depth contributing to outcome in the U.K.; ischemia, area, depth, and infection in Germany; depth, infection, and neuropathy in Tanzania; and depth alone in Pakistan. CONCLUSIONS:--Any system of classification designed for general implementation must encompass all the variables that contribute to outcome in different communities. Adoption of a simple score based on these variables, the Site, Ischemia, Neuropathy, Bacterial Infection, and Depth (SINBAD) score, may prove useful in predicting ulcer outcome and enabling comparison among different centers.
Journal Article
Salbutamol for analgesia in renal colic: a prospective, randomised, placebo-controlled phase II trial
2025
BackgroundThe pain of renal colic, mediated in part by ureteral spasm and inflammation, is often severe and difficult to control. Salbutamol has been shown to cause ureteral relaxation, but its effects on the pain of renal colic have never been studied. The objective of this trial was to investigate whether the use of intravenous salbutamol in addition to standard analgesia was associated with greater pain reduction compared with standard analgesia alone in patients presenting to emergency departments (EDs) with renal colic.MethodsThis single-centre, double-blind, phase II, randomised, placebo-controlled trial recruited adult (≥18 years) ED patients with clinically suspected renal colic. Participants were randomised in a 1:1 ratio to receive either 250 µg of intravenous salbutamol or a placebo (0.9% sodium chloride). The primary outcome was the difference in the change in pain scores (measured on a 100 mm Visual Analogue Scale) from baseline to 30 min following trial treatment administration in participants with subsequently confirmed renal colic. A modified intention-to-treat analysis was undertaken for the primary population of participants with confirmed renal colic.ResultsConsent was obtained from 151 patients; 108 participants with confirmed renal colic were included in the primary outcome analysis. There was no statistical difference between groups in median change in pain score at 30 min (salbutamol group −18 mm (IQR −25 to −3), placebo group −13 mm (IQR −33 to −1), difference 5 mm (95% CI −16 to 6, p=0.575)). No significant differences were found in the secondary outcomes related to pain, patient satisfaction or opiate requirement.More adverse events (AEs) were observed in the salbutamol group (65) compared with placebo (42, p=0.02); no unexpected AEs were identified.ConclusionsThis trial has not identified a clinically or statistically significant benefit from the addition of intravenous salbutamol to standard care for patients presenting to an ED with pain caused by renal colic.Trial registration numbersThe trial was registered with the European Union Drug Regulating Authorities Clinical Trials Database (EudraCT), reference 2018-004305-11. It was also registered with the ISRCTN Registry, reference 14552440.
Journal Article
Rate of Healing of Neuropathic Ulcers of the Foot in Diabetes and Its Relationship to Ulcer Duration and Ulcer Area
by
Ince, Paul
,
Jeffcoate, William J
,
Game, Fran L
in
Aged
,
amputation
,
Biological and medical sciences
2007
OBJECTIVE:--To examine the outcome of neuropathic foot ulcers and to seek associations between healing and features of the ulcers at baseline. RESEARCH DESIGN AND METHODS--Data were collected prospectively during the course of routine management. All patients were selected who presented to a single unit between 1 January 2000 and 31 December 2004 with neuropathic foot ulcers and without evidence of either peripheral arterial disease or infection. Associations were sought between ulcer characteristics at baseline and clinical outcome. RESULTS:--A total of 154 patients (66.9% male) presented with 410 ulcers. Age was 57.4 ± 12.0 years (means ± SD). A total of 178 (43.4%) ulcers were on the plantar aspect of the foot; 73.7% of ulcers had a cross-sectional area of <1 cm². Median ulcer duration at referral was 15 days (range 1-1,046). Healing without amputation was observed in 91.7%. The percentage of ulcers healed at 12, 20, and 52 weeks were 59.3, 70.5, and 86.6%, respectively. Significant associations were observed between area at referral and outcome type (χ² P < 0.0001), prior ulcer duration (Kruskal-Wallis P = 0.006), and time to healing (Kruskal-Wallis P = 0.014), as well as between ulcer duration and time to healing (Spearman ρ, r = 0.104, P = 0.047). There was no difference between plantar and nonplantar ulcers. CONCLUSIONS:--The rate of healing in this cohort provides a benchmark for comparison with other centers. While further work is needed to determine how outcomes can be improved in unselected series such as these, the confirmation of close relationships between ulcer duration at referral, ulcer area, and outcome emphasizes the importance of early expert assessment of newly occurring neuropathic ulcers.
Journal Article
The REDUCE Intervention: The Development of a Person‐Centred Cognitive Behavioural Intervention to Improve Ulcer Outcomes in People at Risk of Diabetic Foot Ulceration
by
Slodkowska‐Barabasz, Joanna
,
Joseph, Judith
,
Game, Fran
in
Acceptability
,
Aged
,
Behavior change
2025
Introduction Diabetic foot ulcers (DFUs) affect approximately one‐quarter of people living with diabetes. They are chronic, recur frequently and are associated with significant psychological distress and behavioural challenges. The REDUCE intervention is a person‐centred, cognitive behavioural intervention designed to reduce the risk of DFU recurrence and support ulcer healing. Here, we describe the iterative development and optimisation of REDUCE, from its inception as a group‐based intervention to an individually tailored intervention delivered via video call or telephone. We outline key stages of the intervention development, including the integration and modification of a digital maintenance intervention (DMI) designed to support long‐term behaviour change and a mixed‐methods external pilot trial which informed a full‐scale clinical and cost‐effectiveness trial. Methods After initial development, the DMI was the subject of nine ‘think‐aloud’ interviews with patient and public contributors. We conducted an external pilot randomised controlled trial, involving 20 patients with recently healed DFUs randomised in a 2:1 ratio (REDUCE + Usual Care vs. Usual Care only). Data collection included patient‐reported outcome measures (baseline and 6 weeks and 3 months post‐randomisation) and qualitative interviews with participants and facilitators. Results Think‐aloud interviews informed key refinements to the DMI to enhance usability and engagement. The pilot trial demonstrated high acceptability of the intervention format and delivery. Patient‐reported outcomes suggested positive trends in psychological well‐being, footcare behaviours and mood among intervention participants. Qualitative findings highlighted the value of individualised delivery, the importance of facilitator support and varied engagement with the DMI. These insights informed further refinements to REDUCE ahead of a full‐scale effectiveness trial. Conclusion We provide a comprehensive account of the evolution of the REDUCE intervention and share broader learnings regarding the development of complex behavioural health interventions. The example of REDUCE highlights the value of iterative, multidisciplinary methods and patient involvement in intervention design and offers practical insights for designing digital and remote health interventions. Patient or Public Contribution Patient and public contributors were involved throughout the research described in this manuscript. Key areas of involvement included co‐creation of all patient‐facing materials, intervention development and informing trial methods.
Journal Article
The effectiveness of systemic antibiotics for osteomyelitis of the foot in adults with diabetes mellitus: a systematic review protocol
2022
Background
Osteomyelitis of the foot is a major complication of diabetes that can be limb and life threatening. Systemic antibiotic pharmacotherapy is often used first line to eradicate infection and allow restoration of devitalised bone.
The aim is to conduct a systematic review of the effectiveness of systemic antibiotics on osteomyelitis of the foot in adults with diabetes mellitus.
Methods
A systematic review of all interventional studies treating osteomyelitis with systemic antibiotics in participants with diabetes mellitus and an ulcer of the foot below the malleoli will be conducted. Studies not available in English and in people below the age of 18 will be excluded. Study selection will follow the Patient Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA-P guidelines). The quality of the studies will be assessed using the Cochrane risk-of-bias tool (RoB 2) for all randomised controlled trials and the Newcastle–Ottawa Scale (NOS) will be used for non-randomised controlled trials. Electronic databases will be searched with no timeline restrictions.
Data Extraction
All identified references will be imported to the Rayyan Application. Studies for eligibility will be screened by two reviewers. One reviewer will perform the data extraction and quality appraisal will be conducted by two authors. If sufficient data is available, the quality will be analysed and a meta-analysis will be performed. Data synthesis will be conducted, and meta-analysis undertaken using RevMan 5.4.1 Meta-analysis software. Non-parametric data may be compared between selective intervention and outcomes.
Discussion
The results of this systematic review will identify the effectiveness of systemic antibiotic therapy on osteomyelitis of the foot in people with diabetes based on the set outcome measure criteria. The findings will establish if there are existing consistent standards or variation in practice when treating diabetic foot osteomyelitis (DFO). The study may establish if guidelines are required to standardise practice when treating DFO with systemic antibiotic therapy. This systematic review protocol will synthesise the existing evidence on the effectiveness of systemic antibiotic therapy for treating DFO.
Trial registration
International Prospective Register for Systematic Reviews (PROSPERO) number
CRD42021245424
.
Journal Article
Investigation of the Performance of Hyperspectral Imaging by Principal Component Analysis in the Prediction of Healing of Diabetic Foot Ulcers
2018
Diabetic foot ulcers are a major complication of diabetes and present a considerable burden for both patients and health care providers. As healing often takes many months, a method of determining which ulcers would be most likely to heal would be of great value in identifying patients who require further intervention at an early stage. Hyperspectral imaging (HSI) is a tool that has the potential to meet this clinical need. Due to the different absorption spectra of oxy- and deoxyhemoglobin, in biomedical HSI the majority of research has utilized reflectance spectra to estimate oxygen saturation (SpO2) values from peripheral tissue. In an earlier study, HSI of 43 patients with diabetic foot ulcers at the time of presentation revealed that ulcer healing by 12 weeks could be predicted by the assessment of SpO2 calculated from these images. Principal component analysis (PCA) is an alternative approach to analyzing HSI data. Although frequently applied in other fields, mapping of SpO2 is more common in biomedical HSI. It is therefore valuable to compare the performance of PCA with SpO2 measurement in the prediction of wound healing. Data from the same study group have now been used to examine the relationship between ulcer healing by 12 weeks when the results of the original HSI are analyzed using PCA. At the optimum thresholds, the sensitivity of prediction of healing by 12 weeks using PCA (87.5%) was greater than that of SpO2 (50.0%), with both approaches showing equal specificity (88.2%). The positive predictive value of PCA and oxygen saturation analysis was 0.91 and 0.86, respectively, and a comparison by receiver operating characteristic curve analysis revealed an area under the curve of 0.88 for PCA compared with 0.66 using SpO2 analysis. It is concluded that HSI may be a better predictor of healing when analyzed by PCA than by SpO2.
Journal Article