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Li MZ, Tang F, Liu YF, Lao JH, Yang Y, Cao J, Song R, Wu P, Wang YB. Risk factors and a predictive model of diabetic foot in hospitalized patients with type 2 diabetes. World J Diabetes 2025; 16:95644. [PMID: 40093275 PMCID: PMC11885965 DOI: 10.4239/wjd.v16.i3.95644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Revised: 11/20/2024] [Accepted: 12/19/2024] [Indexed: 01/21/2025] Open
Abstract
BACKGROUND The risk factors and prediction models for diabetic foot (DF) remain incompletely understood, with several potential factors still requiring in-depth investigations. AIM To identify risk factors for new-onset DF and develop a robust prediction model for hospitalized patients with type 2 diabetes. METHODS We included 6301 hospitalized patients with type 2 diabetes from January 2016 to December 2021. A univariate Cox model and least absolute shrinkage and selection operator analyses were applied to select the appropriate predictors. Nonlinear associations between continuous variables and the risk of DF were explored using restricted cubic spline functions. The Cox model was further employed to evaluate the impact of risk factors on DF. The area under the curve (AUC) was measured to evaluate the accuracy of the prediction model. RESULTS Seventy-five diabetic inpatients experienced DF. The incidence density of DF was 4.5/1000 person-years. A long duration of diabetes, lower extremity arterial disease, lower serum albumin, fasting plasma glucose (FPG), and diabetic nephropathy were independently associated with DF. Among these risk factors, the serum albumin concentration was inversely associated with DF, with a hazard ratio (HR) and 95% confidence interval (CI) of 0.91 (0.88-0.95) (P < 0.001). Additionally, a U-shaped nonlinear relationship was observed between the FPG level and DF. After adjusting for other variables, the HRs and 95%CI for FPG < 4.4 mmol/L and ≥ 7.0 mmol/L were 3.99 (1.55-10.25) (P = 0.004) and 3.12 (1.66-5.87) (P < 0.001), respectively, which was greater than the mid-range level (4.4-6.9 mmol/L). The AUC for predicting DF over 3 years was 0.797. CONCLUSION FPG demonstrated a U-shaped relationship with DF. Serum albumin levels were negatively associated with DF. The prediction nomogram model of DF showed good discrimination ability using diabetes duration, lower extremity arterial disease, serum albumin, FPG, and diabetic nephropathy (Clinicaltrial.gov NCT05519163).
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Affiliation(s)
- Ming-Zhuo Li
- Department of Plastic Surgery, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan 250012, Shandong Province, China
- Jinan Clinical Research Center for Tissue Engineering Skin Regeneration and Wound Repair, Jinan 250012, Shandong Province, China
- Center for Big Data Research in Health and Medicine, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan 250012, Shandong Province, China
- Shandong Data Open Innovative Application Laboratory, Jinan 250012, Shandong Province, China
| | - Fang Tang
- Center for Big Data Research in Health and Medicine, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan 250012, Shandong Province, China
- Shandong Data Open Innovative Application Laboratory, Jinan 250012, Shandong Province, China
| | - Ya-Fei Liu
- Shandong Mental Health Center, Shandong University, Jinan 250012, Shandong Province, China
| | - Jia-Hui Lao
- Center for Big Data Research in Health and Medicine, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan 250012, Shandong Province, China
- Shandong Data Open Innovative Application Laboratory, Jinan 250012, Shandong Province, China
| | - Yang Yang
- Center for Big Data Research in Health and Medicine, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan 250012, Shandong Province, China
- Shandong Data Open Innovative Application Laboratory, Jinan 250012, Shandong Province, China
| | - Jia Cao
- Center for Big Data Research in Health and Medicine, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan 250012, Shandong Province, China
- Shandong Data Open Innovative Application Laboratory, Jinan 250012, Shandong Province, China
| | - Ru Song
- Department of Plastic Surgery, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan 250012, Shandong Province, China
- Jinan Clinical Research Center for Tissue Engineering Skin Regeneration and Wound Repair, Jinan 250012, Shandong Province, China
| | - Peng Wu
- Department of Plastic Surgery, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan 250012, Shandong Province, China
- Jinan Clinical Research Center for Tissue Engineering Skin Regeneration and Wound Repair, Jinan 250012, Shandong Province, China
| | - Yi-Bing Wang
- Department of Plastic Surgery, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan 250012, Shandong Province, China
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Chen H, Lu S, Wang Q, Li M, Chen X, Pan B. Application of hyperbaric oxygen therapy in diabetic foot ulcers: A meta-analysis. Int Wound J 2024; 21:e14621. [PMID: 38531355 PMCID: PMC10965274 DOI: 10.1111/iwj.14621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 12/15/2023] [Indexed: 03/28/2024] Open
Abstract
Hyperbaric oxygen therapy (HBOT) has been used in patients with diabetic foot ulcers (DFU) for many years, but its clinical efficacy is still controversial. Therefore, this study explored the efficacy of HBOT applied to DFU by means of meta-analysis. PubMed, Cochrane Library, Embase, CNKI and Wanfang databases were searched, from database inception to October 2023, and published randomised controlled trials (RCTs) of HBOT in DFU were collected. Two investigators independently screened the collected literature, extracted relevant data and assessed the quality of the literature. Review Manager 5.4 software was applied for data analysis. Twenty-nine RCTs with 1764 patients were included. According to the combined results, when compared with conventional treatment, HBOT significantly increased the complete healing rate of DFUs (46.76% vs. 24.46%, odds ratio [OR]: 2.83, 95% CI: 2.29-3.51, p < 0.00001) and decreased the amputation rate (26.03% vs. 45.00%, OR: 0.41, 95% CI: 0.18-0.95, p = 0.04), but the incidence of adverse events was significantly higher in patients (17.37% vs. 8.27%, OR: 2.49, 95% CI: 1.35-4.57, p = 0.003), whereas there was no significant difference in the mortality (6.96% vs. 12.71%, OR: 0.52, 95% CI: 0.21-1.28, p = 0.16). Our results suggest that HBOT is effective in increasing the complete healing rate and decreasing the amputation rate in patients with DFUs, but increases the incidence of adverse events, while it has no significant effect on mortality.
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Affiliation(s)
- Hai‐Rong Chen
- Department of General Practice MedicineAffiliated Haikou Hospital of Xiangya Medical College of Central South UniversityHaikouChina
| | - Shi‐Juan Lu
- Department of Cardiovascular MedicineAffiliated Haikou Hospital of Xiangya Medical College of Central South UniversityHaikouChina
| | - Qi Wang
- Department of General Practice MedicineAffiliated Haikou Hospital of Xiangya Medical College of Central South UniversityHaikouChina
| | - Ming‐Lan Li
- Department of General Practice MedicineAffiliated Haikou Hospital of Xiangya Medical College of Central South UniversityHaikouChina
| | - Xun‐Chun Chen
- Department of General Practice MedicineAffiliated Haikou Hospital of Xiangya Medical College of Central South UniversityHaikouChina
| | - Bi‐Yun Pan
- Department of General Practice MedicineAffiliated Haikou Hospital of Xiangya Medical College of Central South UniversityHaikouChina
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Liew H, Pienkowska A, Ang CS, Mahadzir MDA, Goh KFI, Lodh N, Bojic I, Lawate A, Ong QC, Venkataraman K, Car J, Ho AHY. Empowering Foot Care Literacy Among People Living With Diabetes and Their Carers With an mHealth App: Protocol for a Feasibility Study. JMIR Res Protoc 2023; 12:e52036. [PMID: 37988150 DOI: 10.2196/52036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 10/09/2023] [Accepted: 10/24/2023] [Indexed: 11/22/2023] Open
Abstract
BACKGROUND Diabetic foot ulcers (DFUs) cause significant morbidity affecting 19% to 34% of people living with diabetes mellitus. DFUs not only impair quality of life but may also result in limb loss and mortality. Patient education has been advocated to raise awareness of proper foot self-care and the necessity of seeking assistance when a foot wound occurs. Modern technologies, including mobile health (mHealth) interventions such as health apps, bring the potential for more cost-effective and scalable interventions. OBJECTIVE This study aims to examine the feasibility and usability of a newly developed mHealth app called Well Feet, which is a diabetes and foot care education app for individuals at risk of developing DFU. METHODS Well Feet was developed using an evidence-based and expert panel cocreation approach to deliver educational content available in 3 languages (ie, English, Chinese, and Malay) via animation videos and a range of additional features, including adaptive learning. A nonrandomized, single-arm feasibility study using a mixed methods approach with a series of validated questionnaires and focus group discussions will be conducted. In total, 40 patients and carers will be recruited from a tertiary hospital diabetes clinic to receive a 1-month mHealth intervention. The primary outcomes are the usability of the app and a qualitative perspective on user experience. Secondary outcomes include changes in foot care knowledge, self-management behaviors, and quality of life. RESULTS Patient recruitment began in July 2023, and the intervention and data collection will be completed by the end of September 2023. This study has been approved by National Healthcare Group Domain Specific Review Board (2022/00614) on February 10, 2023. The expected results will be published in spring 2024. CONCLUSIONS Through this feasibility study, the Well Feet DFU education app will undergo a comprehensive quantitative and qualitative evaluation of its usability and acceptance for future improvement in its design. With local contextualization, cultural adaptation, and its multilingual functionality, the app addresses a critical aspect of DFU health education and self-management in a multiethnic population. Findings from this study will refine and enhance the features of the app based on user feedback and shape the procedural framework for a subsequent randomized controlled trial to assess the effectiveness of Well Feet. TRIAL REGISTRATION ClinicalTrials.gov NCT05564728; https://clinicaltrials.gov/study/NCT05564728. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/52036.
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Affiliation(s)
- Huiling Liew
- Department of Endocrinology, Tan Tock Seng Hospital, Singapore, Singapore
| | - Anita Pienkowska
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Chin-Siang Ang
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | | | - Kelley Fann Ing Goh
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Nandika Lodh
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Iva Bojic
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Ashwini Lawate
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Qi Chwen Ong
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Kavita Venkataraman
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
| | - Josip Car
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Andy Hau Yan Ho
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
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David P, Singh S, Ankar R. Efficacy of a Nursing Skin Care Protocol in the Prevention of Skin-Related Problems Among Newly Diagnosed Diabetic Patients: A Pilot Study. Cureus 2023; 15:e43517. [PMID: 37719514 PMCID: PMC10501166 DOI: 10.7759/cureus.43517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 08/15/2023] [Indexed: 09/19/2023] Open
Abstract
Introduction Diabetes mellitus is a chronic metabolic disorder characterized by elevated blood glucose levels, affecting millions worldwide. Among the various complications associated with diabetes, skin-related problems represent a significant concern, particularly for newly diagnosed patients. Altered blood circulation, compromised immune responses and nerve damage increase the risk of skin issues in this vulnerable population. Effective nursing interventions are crucial in managing and preventing diabetes-related skin problems. A nursing skin care protocol tailored to the unique needs of newly diagnosed diabetic patients has the potential to reduce the incidence and severity of skin complications, leading to improved patient outcomes and enhanced quality of life. This study aims to assess the efficacy of a nursing skin care protocol in preventing skin-related problems among newly diagnosed diabetic patients. By analyzing the impact of the protocol on patient outcomes and exploring the significance of early intervention and patient education, this research seeks to provide valuable insights into the importance of proactive skin care management in diabetes care. Methods A randomized controlled trial was conducted at Acharya Vinoba Bhave Rural Hospital in India to evaluate the efficacy of a nursing skin care protocol in preventing skin problems among newly diagnosed diabetic patients. The study included 30 patients who met specific inclusion criteria and excluded those with critical illness or undergoing skin treatment. Data was collected using a questionnaire and standardized tools. Statistical analysis demonstrated the protocol's effectiveness in reducing skin-related issues. The results highlight the importance of early intervention and personalized nursing care in diabetic management, promoting better patient outcomes and overall well-being. Results The results of the study demonstrate the efficacy of the nursing skin care protocol in reducing pruritus and dry skin problems among newly diagnosed diabetic patients. The experimental group showed a substantial improvement, with higher efficacy gains for both pruritus (66.70%) and dry skin (86.70%) compared to the control group (pruritus: 26.70%, dry skin: 33.30%). These findings highlight the potential benefits of implementing the nursing skin care protocol to alleviate skin-related issues in this patient population. The study supports the importance of early intervention and tailored nursing care in managing diabetic skin problems, which could improve patient outcomes and overall well-being. Conclusion In conclusion, the nursing skin care protocol effectively prevented and reduced skin-related problems among newly diagnosed diabetic patients. The experimental group showed significant improvements in pruritus and dry skin compared to the control group. Early intervention and personalized nursing care are crucial in managing diabetic skin issues and enhancing patient well-being. Implementing the nursing skin care protocol can lead to a better quality of life for diabetic patients by addressing skin concerns. Further research and application of this protocol hold promise for managing skin-related complications in diabetes effectively.
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Affiliation(s)
- Pascaline David
- Medical Surgical Nursing, Smt. Radhikabai Meghe Memorial College of Nursing, Datta Meghe Institute of Higher Education & Research, Wardha, IND
| | - Seema Singh
- Medical Surgical Nursing, Smt. Radhikabai Meghe Memorial College of Nursing, Datta Meghe Institute of Higher Education & Research, Wardha, IND
| | - Ruchira Ankar
- Medical Surgical Nursing, Smt. Radhikabai Meghe Memorial College of Nursing, Datta Meghe Institute of Higher Education & Research, Wardha, IND
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