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Viswanathan V, Gupta A, Devarajan A, Kumpatla S, Shukla S, Agarwal S, Makkar BM, Saboo B, Kumar V, Sahay RK. Early screening for foot problems in people with diabetes is the need of the hour: 'Save the Feet and Keep Walking Campaign' in India. BMJ Open Diabetes Res Care 2024; 12:e004064. [PMID: 39097296 PMCID: PMC11298753 DOI: 10.1136/bmjdrc-2024-004064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 06/27/2024] [Indexed: 08/05/2024] Open
Abstract
INTRODUCTION Evidence on the prevalence of foot problems among people with diabetes in India at a national level is lacking. Hence, this study was aimed to assess the burden of high-risk (HR) feet in people with diabetes across India. RESEARCH DESIGN AND METHODS A cross-sectional national-level project 'Save the Feet and Keep Walking' campaign was conducted by the Research Society for the Study of Diabetes in India (RSSDI) from July 10, 2022 to August 10, 2022. A modified version of 3 min foot examination was used to assess the foot problems. Around 10 000 doctors with RSSDI membership were trained online to conduct foot screening and provided a standardised monofilament for detection of loss of protective sensation. People with diabetes aged >18 years who visited the clinics during the study period were examined for foot problems. Data were collected online using the semi-structured questionnaire. A total of 33 259 participants with complete information were included for the final analysis. The foot at risk was categorised based on International Working Group on the Diabetic Foot guidelines 2023. RESULTS Nearly 75% of the participants were aged above 45 years. Around 49% had diabetes duration >5 years and uncontrolled diabetes (hemoglobin A1c >8%). Presence of history of foot ulcer (20%), lower limb amputation (15.3%), foot deformities (24.5%) and absence of diminished dorsal pedis and posterior tibial pulses (26.4%) was noted in the study participants. Around 25.2% of them had HR feet and highly prevalent among males. Diabetic kidney and retinal complications were present in 70% and 75.5% of people with HR feet. Presence of heel fissures (OR (95% CI) 4.6 (4.2 to 5.1)) and callus or corns (OR (95% CI) 3.6 (3.3 to 4.0)) were significantly associated with HR feet. CONCLUSIONS One-fourth of people with diabetes were found to have HR feet in India. The findings are suggestive of regular screening of people with diabetes for foot problems and strengthening of primary healthcare.
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Affiliation(s)
- Vijay Viswanathan
- M V Hospital for Diabetes and Professor M Viswanathan Diabetes Research Centre, Chennai, Tamil Nadu, India
| | - Amit Gupta
- Centre for Diabetes Care, Greater Noida, Uttar Pradesh, India
| | - Arutselvi Devarajan
- M V Hospital for Diabetes and Professor M Viswanathan Diabetes Research Centre, Chennai, Tamil Nadu, India
| | - Satyavani Kumpatla
- M V Hospital for Diabetes and Professor M Viswanathan Diabetes Research Centre, Chennai, Tamil Nadu, India
| | | | - Sanjay Agarwal
- Department of Diabetes, Aegle Clinic—Diabetes Care, Pune, Maharashtra, India
- Department of Medicine & Diabetes, Ruby Hall Clinic, Pune, Maharashtra, India
| | | | - Banshi Saboo
- Diabetes Care and Hormone Clinic, Ahmedabad, India
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Pallin JA, Connell L, McIntosh C, Kavanagh P, Dinneen SF, Kearney PM, Buckley CM. Evaluating and mapping the evidence that screening for diabetic foot disease meets the criteria for population-wide screening: a scoping review. BMJ PUBLIC HEALTH 2024; 2:e000561. [PMID: 40018213 PMCID: PMC11812814 DOI: 10.1136/bmjph-2023-000561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 01/09/2024] [Indexed: 03/01/2025]
Abstract
Objective To evaluate and map the evidence around diabetes-related foot screening using the World Health Organisation screening principles, which set the gold standard for determining the appropriateness of introducing population-wide screening programmes internationally. Design A scoping review methodology in line with Arksey and O'Malley and the Joanna Briggs Institute. Data sources Medline (EBSCO), Scopus, ScienceDirect and EMBASE between 24 May 2022 and 12 July 2022. Reference lists of the selected studies, and 'Google' and 'Google Scholar' were also searched. Eligibility criteria Inclusion criteria were informed by the principles of screening. Articles, published in English since 2000, reporting on the impact of the diabetes-related foot ulcers, effectiveness of treatment available for those identified as being at risk, reliability of screening tests for screening for the at-risk foot and the effectiveness, cost-effectiveness, safety and ethics of diabetes-related foot screening programmes were included. Data extraction and synthesis Data were extracted by one reviewer, with data extraction headings relating to the principles of screening. A narrative synthesis approach was used to report the information from included studies. Results 46 articles were deemed eligible for inclusion. Diabetes-related foot ulcers are an important health condition associated with increased risk of mortality and poorer quality of life. However, there is insufficient evidence on the effectiveness of treatments to prevent disease development. Moreover, while consensus exists on what screening tools should be used to screen for risk factors, there is no agreement on threshold values. Finally, there is no available information on the potential budgetary, organisational or societal implications of a whole-population diabetes-related foot screening programme. Conclusion Existing evidence does not support the introduction of an organised population-wide screening programme in the context of World Health Organisation screening principles. Further research on treatment and management strategies for the at-risk foot and of whole-population screening programmes is required.
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Affiliation(s)
| | - Lauren Connell
- Health Promotion Research Centre (HPRC), University of Galway, Galway, Ireland
| | - Caroline McIntosh
- Department of Podiatric Medicine, University of Galway, Galway, Ireland
| | - Paul Kavanagh
- Health Intelligence Unit, Strategic Planning and Transformation, Health Service Executive, Dublin, Ireland
- Department of Public Health and Epidemiology, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Sean F Dinneen
- Center for Endocrinology, Diabetes and Metabolism, Galway University Hospitals, Galway, Ireland
- School of Medicine, University of Galway, Galway, Ireland
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Mohammed SA, Crawford F, Cezard GI, Papathomas M. The 10-year follow-up of a community-based cohort of people with diabetes: The incidence of foot ulceration and death. Endocrinol Diabetes Metab 2024; 7:e459. [PMID: 37990753 PMCID: PMC10782183 DOI: 10.1002/edm2.459] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 09/17/2023] [Accepted: 10/08/2023] [Indexed: 11/23/2023] Open
Abstract
BACKGROUND Identifying people with diabetes who are likely to experience a foot ulcer is an important part of preventative care. Many cohort studies report predictive models for foot ulcerations and for people with diabetes, but reports of long-term outcomes are scarce. AIM We aimed to develop a predictive model for foot ulceration in diabetes using a range of potential risk factors with a follow-up of 10 years after recruitment. A new foot ulceration was the outcome of interest and death was the secondary outcome of interest. DESIGN A 10-year follow-up cohort study. METHODS 1193 people with a diagnosis of diabetes who took part in a study in 2006-2007 were invited to participate in a 10-year follow-up. We developed a prognostic model for the incidence of incident foot ulcerations using a survival analysis, Cox proportional hazards model. We also utilised survival analysis Kaplan-Meier curves, and relevant tests, to assess the association between the predictor variables for foot ulceration and death. RESULTS At 10-year follow-up, 41% of the original study population had died and more than 18% had developed a foot ulcer. The predictive factors for foot ulceration were an inability to feel a 10 g monofilament or vibration from a tuning fork, previous foot ulceration and duration of diabetes. CONCLUSIONS The prognostic model shows an increased risk of ulceration for those with previous history of foot ulcerations, insensitivity to a 10 g monofilament, a tuning fork and duration of diabetes. The incidence of foot ulceration at 10-year follow-up was 18%; however, the risk of death for this community-based population was far greater than the risk of foot ulceration.
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Affiliation(s)
| | - Fay Crawford
- School of Health and Social CareUniversity of EssexColchesterUK
| | - Genevieve Isabelle Cezard
- British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary CareUniversity of CambridgeCambridgeUK
- Victor Phillip Dahdaleh Heart and Lung Research InstituteUniversity of CambridgeCambridgeUK
| | - Michail Papathomas
- School of Mathematics and StatisticsUniversity of St AndrewsSt AndrewsUK
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Beulens JWJ, Yauw JS, Elders PJM, Feenstra T, Herings R, Slieker RC, Moons KGM, Nijpels G, van der Heijden AA. Prognostic models for predicting the risk of foot ulcer or amputation in people with type 2 diabetes: a systematic review and external validation study. Diabetologia 2021; 64:1550-1562. [PMID: 33904946 PMCID: PMC8075833 DOI: 10.1007/s00125-021-05448-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Accepted: 02/05/2021] [Indexed: 12/19/2022]
Abstract
AIMS/HYPOTHESIS Approximately 25% of people with type 2 diabetes experience a foot ulcer and their risk of amputation is 10-20 times higher than that of people without type 2 diabetes. Prognostic models can aid in targeted monitoring but an overview of their performance is lacking. This study aimed to systematically review prognostic models for the risk of foot ulcer or amputation and quantify their predictive performance in an independent cohort. METHODS A systematic review identified studies developing prognostic models for foot ulcer or amputation over minimal 1 year follow-up applicable to people with type 2 diabetes. After data extraction and risk of bias assessment (both in duplicate), selected models were externally validated in a prospective cohort with a 5 year follow-up in terms of discrimination (C statistics) and calibration (calibration plots). RESULTS We identified 21 studies with 34 models predicting polyneuropathy, foot ulcer or amputation. Eleven models were validated in 7624 participants, of whom 485 developed an ulcer and 70 underwent amputation. The models for foot ulcer showed C statistics (95% CI) ranging from 0.54 (0.54, 0.54) to 0.81 (0.75, 0.86) and models for amputation showed C statistics (95% CI) ranging from 0.63 (0.55, 0.71) to 0.86 (0.78, 0.94). Most models underestimated the ulcer or amputation risk in the highest risk quintiles. Three models performed well to predict a combined endpoint of amputation and foot ulcer (C statistics >0.75). CONCLUSIONS/INTERPRETATION Thirty-four prognostic models for the risk of foot ulcer or amputation were identified. Although the performance of the models varied considerably, three models performed well to predict foot ulcer or amputation and may be applicable to clinical practice.
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Affiliation(s)
- Joline W J Beulens
- Department of Epidemiology & Data Science, Amsterdam UMC - Location VUmc, Amsterdam Public Health, Amsterdam Cardiovascular Sciences, Amsterdam, the Netherlands.
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands.
| | - Josan S Yauw
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Petra J M Elders
- Department of General Practice, Amsterdam UMC - Location VUmc, Amsterdam Public Health, Amsterdam, the Netherlands
| | - Talitha Feenstra
- Groningen Research Institute of Pharmacy, University of Groningen, Groningen, the Netherlands
- Centre for Nutrition, Prevention and Health Services, Institute for Public Health and the Environment, Bilthoven, the Netherlands
| | - Ron Herings
- Department of Epidemiology & Data Science, Amsterdam UMC - Location VUmc, Amsterdam Public Health, Amsterdam Cardiovascular Sciences, Amsterdam, the Netherlands
- PHARMO Institute for Drug Outcomes Research, Utrecht, the Netherlands
| | - Roderick C Slieker
- Department of Epidemiology & Data Science, Amsterdam UMC - Location VUmc, Amsterdam Public Health, Amsterdam Cardiovascular Sciences, Amsterdam, the Netherlands
- Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, the Netherlands
| | - Karel G M Moons
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Giel Nijpels
- Department of General Practice, Amsterdam UMC - Location VUmc, Amsterdam Public Health, Amsterdam, the Netherlands
| | - Amber A van der Heijden
- Department of General Practice, Amsterdam UMC - Location VUmc, Amsterdam Public Health, Amsterdam, the Netherlands
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Chappell FM, Crawford F, Horne M, Leese GP, Martin A, Weller D, Boulton AJM, Abbott C, Monteiro-Soares M, Veves A, Riley RD. Development and validation of a clinical prediction rule for development of diabetic foot ulceration: an analysis of data from five cohort studies. BMJ Open Diabetes Res Care 2021; 9:9/1/e002150. [PMID: 34035053 PMCID: PMC8154962 DOI: 10.1136/bmjdrc-2021-002150] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 03/05/2021] [Accepted: 04/03/2021] [Indexed: 11/16/2022] Open
Abstract
INTRODUCTION The aim of the study was to develop and validate a clinical prediction rule (CPR) for foot ulceration in people with diabetes. RESEARCH DESIGN AND METHODS Development of a CPR using individual participant data from four international cohort studies identified by systematic review, with validation in a fifth study. Development cohorts were from primary and secondary care foot clinics in Europe and the USA (n=8255, adults over 18 years old, with diabetes, ulcer free at recruitment). Using data from monofilament testing, presence/absence of pulses, and participant history of previous ulcer and/or amputation, we developed a simple CPR to predict who will develop a foot ulcer within 2 years of initial assessment and validated it in a fifth study (n=3324). The CPR's performance was assessed with C-statistics, calibration slopes, calibration-in-the-large, and a net benefit analysis. RESULTS CPR scores of 0, 1, 2, 3, and 4 had a risk of ulcer within 2 years of 2.4% (95% CI 1.5% to 3.9%), 6.0% (95% CI 3.5% to 9.5%), 14.0% (95% CI 8.5% to 21.3%), 29.2% (95% CI 19.2% to 41.0%), and 51.1% (95% CI 37.9% to 64.1%), respectively. In the validation dataset, calibration-in-the-large was -0.374 (95% CI -0.561 to -0.187) and calibration slope 1.139 (95% CI 0.994 to 1.283). The C-statistic was 0.829 (95% CI 0.790 to 0.868). The net benefit analysis suggested that people with a CPR score of 1 or more (risk of ulceration 6.0% or more) should be referred for treatment. CONCLUSION The clinical prediction rule is simple, using routinely obtained data, and could help prevent foot ulcers by redirecting care to patients with scores of 1 or above. It has been validated in a community setting, and requires further validation in secondary care settings.
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Affiliation(s)
| | - Fay Crawford
- The School of Medicine, University of St Andrews, St Andrews, Fife, UK
- Research, Development and Innovation, NHS Fife, Dunfermline, Fife, UK
| | - Margaret Horne
- Centre for Population Health Sciences, University of Edinburgh, Edinburgh, UK
| | | | | | - David Weller
- Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Andrew J M Boulton
- Division of Diabetes, Endocrinology and Gastroenterology, University of Manchester & Manchester Royal Infirmary, Manchester, UK
- University of Miami, Miami, Florida, USA
| | - Caroline Abbott
- Manchester Metropolitan University, Manchester, Greater Manchester, UK
| | | | - Aristidis Veves
- Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Richard D Riley
- School of Primary, Community and Social Care, Keele University, Keele, UK
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