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Hu L, Liu W, Yin L, Yi X, Zou Y, Sheng X. Analysis of factors influencing the recurrence of diabetic foot ulcers. Skin Res Technol 2024; 30:e13826. [PMID: 38965804 PMCID: PMC11224123 DOI: 10.1111/srt.13826] [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: 03/31/2024] [Revised: 06/03/2024] [Accepted: 06/08/2024] [Indexed: 07/06/2024]
Abstract
OBJECTIVE The aim of this study is to investigate the factors influencing the recurrence of diabetic foot ulcers (DFU) and provide guidance for reducing the recurrence rate. METHODS A total of 211 patients diagnosed with DFU who were hospitalized and discharged from the hospital from October 2015 to January 2020 were included as the study cohort. Participants were divided into two groups according to whether the foot ulcer recurred during the 2-year follow-up period: a recurrence group (n = 84) and a non-recurrence group (n = 127). The following data were collected and analyzed for the two groups of patients: general information, foot information, laboratory indicators, diabetes comorbidities, and complications. RESULTS (1) The overall recurrence rate of diabetic foot ulcers (DFU) within 2 years was 39.8%, indicating a high recurrence rate. (2) Significant differences were observed between the two patient groups in terms of BMI, HbA1c, TBIL, CRP, financial situation, foot deformity, first ulcer on the sole of the foot, previous amputation history, Wagner grade of the first ulcer, osteomyelitis, DFU duration (>60 days), lower limb vascular reconstruction, peripheral arterial disease (PAD), and diabetic peripheral neuropathy (DPN) (t = 2.455; Z = -1.988, -3.731, -3.618; χ2 = 7.88, 5.004, 3.906, 17.178, 16.237, 5.007, 24.642, 4.782, 29.334, 10.253). No significant differences were found for the other indicators. (3) Logistic regression analysis revealed that TBIL (OR = 0.886, p = 0.036) was a protective factor against ulcer recurrence. In contrast, PAD, previous amputation history, DPN, and the first ulcer on the sole of the foot (OR = 3.987, 6.758, 4.681, 2.405; p < 0.05 or p < 0.01) were identified as risk factors for ulcer recurrence. CONCLUSION Early screening and preventive education targeting high-risk factors such as DPN, PAD and the initial ulcer location on the sole of the foot are essential to mitigate the high long-term recurrence rate of DFU. Furthermore, the protective role of TBIL in preventing ulcer recurrence underscores the importance of monitoring bilirubin levels as part of a comprehensive management strategy for DFU patients.
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Affiliation(s)
- Ling Hu
- Department of EndocrinologyThe Third Affiliated Hospital of Nanchang University (The First Hospital of Nanchang)NanchangJiangxiChina
| | - Wenjuan Liu
- Department of EndocrinologyThe Third Affiliated Hospital of Nanchang University (The First Hospital of Nanchang)NanchangJiangxiChina
| | - Liqin Yin
- Department of EndocrinologyThe Third Affiliated Hospital of Nanchang University (The First Hospital of Nanchang)NanchangJiangxiChina
| | - Xiaoling Yi
- Department of EndocrinologyThe Third Affiliated Hospital of Nanchang University (The First Hospital of Nanchang)NanchangJiangxiChina
| | - Yi Zou
- Department of EndocrinologyThe Third Affiliated Hospital of Nanchang University (The First Hospital of Nanchang)NanchangJiangxiChina
| | - Xia Sheng
- Department of EndocrinologyThe Third Affiliated Hospital of Nanchang University (The First Hospital of Nanchang)NanchangJiangxiChina
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Thomas Z, Bhurchandi SK, Saravanan B, Christina F, Volena R, Rebekah G, Samuel VM, Gaikwad P, Chandy B, Samuel A, Cherian KE, Varghese S, Jebasingh FK, Thomas N. Diabetic foot ulcers, their characteristics, and trends in survival: Real world outcomes at a tertiary care facility in India. Diabetes Metab Syndr 2024; 18:103011. [PMID: 38685187 DOI: 10.1016/j.dsx.2024.103011] [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: 09/08/2023] [Revised: 04/08/2024] [Accepted: 04/11/2024] [Indexed: 05/02/2024]
Abstract
AIMS Characteristics of diabetes-related foot ulcers (DFU), association with recurrence and amputation are poorly described in the Asian Indian population. METHODS A prospectively maintained database was reviewed to characterize DFU and its association with amputation and recurrence. RESULTS Of 200 patients, 63.5 % were male, the median age was 62 years (Min-Max:40-86), and median BMI was 27.90 kg/m2 (Min-Max:18.5-42.7). Median duration of Diabetes mellitus was 15 years (Min-Max:2-43). Complete healing occurred at a median of three months (Min-Max:0.23-37.62). Amputation for the current ulcer was required in 43.4 % of individuals. Ulcer recurrence was documented in 42.4 % instances, 66.1 % evolving on the ipsilateral side. Previous amputation was associated with the risk of subsequent amputation (Adjusted OR-3.08,p-0.047). Median time to ulcer recurrence was 4.23 years among those with amputation, in contrast to 9.61 years in those with healing. Cardiovascular death was the commonest cause of mortality, followed by sepsis. At a median follow up of 6.08 years, mortality at 1,3,5 and 10 years was 2.5 %,2.5 %,8.2 % and 30.9 % respectively among those who underwent amputation versus 0 %,0 %,10.1 % and 24.5 % respectively for those who achieved healing. CONCLUSIONS Patients with DFU in India incur amputations at rates higher than conventionally described. With previous amputation, subsequent amputation risk triples. Ten-year mortality is 25%-30 %. Underestimates of the burden of recurrence and mortality are consequential of limited follow-up.
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Affiliation(s)
| | | | | | | | - Ruth Volena
- Department of Endocrinology, Diabetes and Metabolism, India
| | | | | | | | - Bobeena Chandy
- Department of Physical Medicine and Rehabilitation, India
| | | | | | | | | | - Nihal Thomas
- Department of Endocrinology, Diabetes and Metabolism, India
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Vitale M, Orsi E, Solini A, Garofolo M, Resi V, Bonora E, Fondelli C, Trevisan R, Vedovato M, Penno G, Pugliese G. Independent association of history of diabetic foot with all-cause mortality in patients with type 2 diabetes: the Renal Insufficiency And Cardiovascular Events (RIACE) Italian Multicenter Study. Cardiovasc Diabetol 2024; 23:34. [PMID: 38218843 PMCID: PMC10787405 DOI: 10.1186/s12933-023-02107-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 12/28/2023] [Indexed: 01/15/2024] Open
Abstract
BACKGROUND Foot ulcers and/or infections are common long-term complications of diabetes and are associated with increased mortality, especially from cardiovascular disease, though only a few studies have investigated the independent contribution of these events to risk of death. This study aimed at assessing the association of history of diabetic foot with all-cause mortality in individuals with type 2 diabetes, independent of cardiovascular risk factors, other complications, and comorbidities. METHODS This prospective cohort study enrolled 15,773 Caucasian patients in 19 Italian centers in the years 2006-2008. Prior lower extremity, coronary, and cerebrovascular events and major comorbidities were ascertained by medical records, diabetic retinopathy by fundoscopy, diabetic kidney disease by albuminuria and estimated glomerular filtration rate, cardiovascular risk factors by standard methods. All-cause mortality was retrieved for 15,656 patients on 31 October 2015. RESULTS At baseline, 892 patients (5.7%) had a history of diabetic foot, including ulcer/gangrene and/or amputation (n = 565; 3.58%), with (n = 126; 0.80%) or without (n = 439; 2.78%) lower limb revascularization, and revascularization alone (n = 330; 2.09%). History of diabetic foot was associated with all-cause death over a 7.42-year follow-up (adjusted hazard ratio, 1.502 [95% confidence interval, 1.346-1.676], p < 0.0001), independent of confounders, among which age, male sex, smoking, hemoglobin A1c, current treatments, other complications, comorbidities and, inversely, physical activity level and total and HDL cholesterol were correlated independently with mortality. Both ulcer/gangrene and amputation alone were independently associated with death, with a higher strength of association for amputation than for ulcer/gangrene (1.874 [1.144-3.070], p = 0.013 vs. 1.567 [1.353-1.814], p < 0.0001). Both ulcer/gangrene/amputation and lower limb revascularization alone were independently associated with death; mortality risk was much higher for ulcer/gangrene/amputation than for revascularization (1.641 [1.420-1.895], p < 0.0001 vs. 1.229 [1.024-1.475], p = 0.018) and further increased only slightly for combined ulcer/gangrene/amputation and revascularization (1.733 [1.368-2.196], p < 0.0001). CONCLUSIONS In patients with type 2 diabetes, an history of diabetic foot event, including ulcer/gangrene, amputation, and lower limb revascularization, was associated with a ~ 50% increased risk of subsequent death, independent of cardiovascular risk factors, other complications and severe comorbidities, which were also significantly associated with mortality. The association with mortality was greatest for amputation, whereas that for revascularization alone was relatively modest. TRIAL REGISTRATION ClinicalTrials.gov, NCT00715481, retrospectively registered 15 July, 2008.
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Grants
- NA Fondazione Diabete Ricerca
- NA Fondazione Diabete Ricerca
- NA Fondazione Diabete Ricerca
- NA Fondazione Diabete Ricerca
- NA Fondazione Diabete Ricerca
- NA Fondazione Diabete Ricerca
- NA Fondazione Diabete Ricerca
- NA Fondazione Diabete Ricerca
- NA Fondazione Diabete Ricerca
- NA Fondazione Diabete Ricerca
- NA Fondazione Diabete Ricerca
- NA Diabetes, Endocrinology and Metabolism Foundation
- NA Diabetes, Endocrinology and Metabolism Foundation
- NA Diabetes, Endocrinology and Metabolism Foundation
- NA Diabetes, Endocrinology and Metabolism Foundation
- NA Diabetes, Endocrinology and Metabolism Foundation
- NA Diabetes, Endocrinology and Metabolism Foundation
- NA Diabetes, Endocrinology and Metabolism Foundation
- NA Diabetes, Endocrinology and Metabolism Foundation
- NA Diabetes, Endocrinology and Metabolism Foundation
- NA Diabetes, Endocrinology and Metabolism Foundation
- NA Diabetes, Endocrinology and Metabolism Foundation
- NA Eli Lilly and Company
- NA Eli Lilly and Company
- NA Eli Lilly and Company
- NA Eli Lilly and Company
- NA Eli Lilly and Company
- NA Eli Lilly and Company
- NA Eli Lilly and Company
- NA Eli Lilly and Company
- NA Eli Lilly and Company
- NA Eli Lilly and Company
- NA Eli Lilly and Company
- NA Sigma-tau
- NA Sigma-tau
- NA Sigma-tau
- NA Sigma-tau
- NA Sigma-tau
- NA Sigma-tau
- NA Sigma-tau
- NA Sigma-tau
- NA Sigma-tau
- NA Sigma-tau
- NA Sigma-tau
- NA Boehringer Ingelheim
- NA Boehringer Ingelheim
- NA Boehringer Ingelheim
- NA Boehringer Ingelheim
- NA Boehringer Ingelheim
- NA Boehringer Ingelheim
- NA Boehringer Ingelheim
- NA Boehringer Ingelheim
- NA Boehringer Ingelheim
- NA Boehringer Ingelheim
- NA Boehringer Ingelheim
- NA Chiesi Farmaceutici
- NA Chiesi Farmaceutici
- NA Chiesi Farmaceutici
- NA Chiesi Farmaceutici
- NA Chiesi Farmaceutici
- NA Chiesi Farmaceutici
- NA Chiesi Farmaceutici
- NA Chiesi Farmaceutici
- NA Chiesi Farmaceutici
- NA Chiesi Farmaceutici
- NA Chiesi Farmaceutici
- NA Takeda Pharmaceutical Company
- NA Takeda Pharmaceutical Company
- NA Takeda Pharmaceutical Company
- NA Takeda Pharmaceutical Company
- NA Takeda Pharmaceutical Company
- NA Takeda Pharmaceutical Company
- NA Takeda Pharmaceutical Company
- NA Takeda Pharmaceutical Company
- NA Takeda Pharmaceutical Company
- NA Takeda Pharmaceutical Company
- NA Takeda Pharmaceutical Company
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Affiliation(s)
- Martina Vitale
- Department of Clinical and Molecular Medicine, "La Sapienza" University, Via di Grottarossa, Rome, 1035-1039 - 00189, Italy
| | - Emanuela Orsi
- Diabetes Unit, Fondazione IRCCS "Cà Granda - Ospedale Maggiore Policlinico", Milan, Italy
| | - Anna Solini
- Department of Surgical, Medical, Molecular and Critical Area Pathology, University of Pisa, Pisa, Italy
| | - Monia Garofolo
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Veronica Resi
- Diabetes Unit, Fondazione IRCCS "Cà Granda - Ospedale Maggiore Policlinico", Milan, Italy
| | - Enzo Bonora
- Division of Endocrinology, Diabetes and Metabolism, University and Hospital Trust of Verona, Verona, Italy
| | | | - Roberto Trevisan
- Endocrinology and Diabetes Unit, Azienda Ospedaliera Papa Giovanni XXIII, Bergamo, Italy
| | - Monica Vedovato
- Department of Clinical and Experimental Medicine, University of Padua, Padua, Italy
| | - Giuseppe Penno
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Giuseppe Pugliese
- Department of Clinical and Molecular Medicine, "La Sapienza" University, Via di Grottarossa, Rome, 1035-1039 - 00189, Italy.
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González-Colaço Harmand M, Tejera Concepción A, Farráis Expósito FJ, Domínguez González J, Ramallo-Fariña Y. Pilot Study on the Relationship between Malnutrition and Grip Strength with Prognosis in Diabetic Foot. Nutrients 2023; 15:3710. [PMID: 37686742 PMCID: PMC10490286 DOI: 10.3390/nu15173710] [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: 06/21/2023] [Revised: 08/22/2023] [Accepted: 08/23/2023] [Indexed: 09/10/2023] Open
Abstract
Sarcopenia and malnutrition have been associated in the elderly population with a poor prognosis in wound healing and with other adverse events, such as institutionalization or functional impairment. However, it is not known how these factors influence the prognosis of diabetic foot in the elderly. To answer this question, a prospective observational study of 45 patients over 65 years of age admitted with diagnoses of diabetic foot in a tertiary hospital has been conducted. All patients were assessed at admission and at 3 months after returning home to determine quality of life, pain, mobility and healing, overall hospital stay in relation to the presence of malnutrition (measured by BMI, CIPA scale and analytical parameters at admission of serum proteins and albumin), and sarcopenia measured by grip force, among other geriatric syndromes. The results found a relationship between altered sarcopenia and more pain and poorer quality of life, and altered BMI was related to a lower cure rate and worse mobility at follow-up. This study seems to indicate that, in the elderly population with diabetic foot, malnutrition and sarcopenia should be managed at the same time as the treatment of the diabetic foot itself.
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Affiliation(s)
- Magali González-Colaço Harmand
- Department of Internal Medicine-Geriatric Medicine, Hospital Universitario Nuestra Señora de Candelaria, 38010 Santa Cruz de Tenerife, Spain;
- Faculty of Health Sciences, Universidad Europea de Canarias, 38300 La Orotava, Spain
| | - Alicia Tejera Concepción
- Department of Internal Medicine-Geriatric Medicine, Hospital Universitario Nuestra Señora de Candelaria, 38010 Santa Cruz de Tenerife, Spain;
- Internal Medicine Department, Universidad de la Laguna, 38200 La Laguna, Spain
| | | | | | - Yolanda Ramallo-Fariña
- Fundación Canaria Instituto de Investigación Sanitaria de Canarias (FIISC), 35019 Las Palmas de Gran Canaria, Spain;
- Network for Research on Chronicity Primary Care and Health Promotion, 28029 Madrid, Spain
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Nabrdalik K, Kwiendacz H, Drożdż K, Irlik K, Hendel M, Wijata AM, Nalepa J, Correa E, Hajzler W, Janota O, Wójcik W, Gumprecht J, Lip GYH. Machine learning predicts cardiovascular events in patients with diabetes: The Silesia Diabetes-Heart Project. Curr Probl Cardiol 2023; 48:101694. [PMID: 36921649 DOI: 10.1016/j.cpcardiol.2023.101694] [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: 03/03/2023] [Accepted: 03/08/2023] [Indexed: 03/15/2023]
Abstract
We aimed to develop a machine learning (ML) model for predicting cardiovascular (CV) events in patients with diabetes (DM). This was a prospective, observational study where clinical data of patients with diabetes hospitalized in the diabetology center in Poland (years 2015 - 2020) were analyzed using ML. The occurrence of new CV events following discharge was collected in the follow-up time for up to 5 years and 9 months. An end-to-end ML technique which exploits the neighborhood component analysis for elaborating discriminative predictors, followed by a hybrid sampling/boosting classification algorithm, multiple logistic regression, or unsupervised hierarchical clustering was proposed. In 1735 patients with diabetes (53% female), there were 150 (8.65%) ones with a new CV event in the follow-up. Twelve most discriminative patients' parameters included coronary artery disease, heart failure, peripheral artery disease, stroke, diabetic foot disease, chronic kidney disease, eosinophil count, serum potassium level, and being treated with clopidogrel, heparin, proton pump inhibitor, and loop diuretic. Utilizing those variables resulted in the area under the receiver operating characteristic curve (AUC) ranging from 0.62 (95% Confidence Interval [CI] 0.56-0.68, p<0.01) to 0.72 (95%CI 0.66-0.77, p<0.01) across five non-overlapping test folds, whereas multiple logistic regression correctly determined 111/150 (74.00%) high-risk patients, and 989/1585 (62.40%) low-risk patients, resulting in 1100/1735 (63.40%) correctly classified patients (AUC: 0.72, 95%CI 0.66-0.77). ML algorithms can identify patients with diabetes at a high risk of new CV events based on a small number of interpretable and easy-to-obtain patients' parameters.
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Affiliation(s)
- Katarzyna Nabrdalik
- Department of Internal Medicine, Diabetology and Nephrology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, Katowice, Poland; Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, United Kingdom.
| | - Hanna Kwiendacz
- Department of Internal Medicine, Diabetology and Nephrology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, Katowice, Poland
| | - Karolina Drożdż
- Department of Internal Medicine, Diabetology and Nephrology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, Katowice, Poland
| | - Krzysztof Irlik
- Students' Scientific Association by the Department of Internal Medicine, Diabetology and Nephrology in Zabrze, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, Katowice, Poland
| | - Mirela Hendel
- Students' Scientific Association by the Department of Internal Medicine, Diabetology and Nephrology in Zabrze, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, Katowice, Poland
| | - Agata M Wijata
- Faculty of Biomedical Engineering, Silesian University of Technology, Zabrze, Poland
| | - Jakub Nalepa
- Faculty of Automatic Control, Electronics and Computer Science, Department of Algorithmics and Software, Silesian University of Technology, Gliwice, Poland
| | - Elon Correa
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, United Kingdom
| | - Weronika Hajzler
- Doctoral School, Department of Pediatric Hematology and Oncology in Zabrze, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, Katowice, Poland
| | - Oliwia Janota
- Doctoral School, Department of Internal Medicine, Diabetology and Nephrology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, Katowice, Poland
| | - Wiktoria Wójcik
- Students' Scientific Association by the Department of Internal Medicine, Diabetology and Nephrology in Zabrze, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, Katowice, Poland
| | - Janusz Gumprecht
- Department of Internal Medicine, Diabetology and Nephrology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, Katowice, Poland
| | - Gregory Y H Lip
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, United Kingdom; Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
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6
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Aragón-Sánchez J, Víquez-Molina G, López-Valverde ME, Aragón-Hernández C, Aragón-Hernández J, Rojas-Bonilla JM. Clinical Features, Inflammatory Markers, and Limb Salvage in Older Adults with Diabetes-Related Foot Infections. INT J LOW EXTR WOUND 2023:15347346231154472. [PMID: 36726311 DOI: 10.1177/15347346231154472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Little information exists about diabetic foot infections (DFIs) in older patients. We hypothesize that older patients with DFIs have different clinical features and worse outcomes than younger patients. We conducted a prospective observational study consisting of a cohort of patients with diabetes and moderate to severe DFIs. Patients included in the cohort were dichotomized into two groups using percentile 75 (P75) of age as the cut-off value. Patients aged > P75 presented with more comorbidities and foot-related complications, a higher rate of peripheral arterial disease (PAD), worse renal function (higher values of blood urea nitrogen and creatinine, and lower values of estimated glomerular filtration rate), and lower values of HbA1c compared with younger patients. Infection severity, microbiological features, and inflammatory markers were similar in both groups. In the multivariate analysis, minor amputations were associated with age > P75 (OR = 2.8, 95% CI 1.3-5.9, p <0.01), necrosis (OR = 4.2, 95% CI 1.8-10.1, p < 0.01), and CRP values (OR = 1.045, 95% CI 1.018-1.073, p < 0.01). Major amputations were associated with a history of amputation (OR = 4.7, 95% CI 1.3-16.7, p = 0.01), PAD (OR = 4.3, 95% CI 1.2-14.6, p = 0.01), and albumin values (OR = 0.344, 95% CI 0.130-0.913, p = 0.03). In conclusion, limb salvage can be achieved in older patients with diabetes-related foot infections at the same rate as in younger patients, despite the fact that they have more comorbidities and foot-related complications, a higher rate of PAD, and worse renal function.
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Affiliation(s)
- Javier Aragón-Sánchez
- Department of Surgery, Diabetic Foot Unit, 222000La Paloma Hospital, Las Palmas de Gran Canaria, Spain
| | - Gerardo Víquez-Molina
- Diabetic foot Unit, San Juan de Dios 118003Hospital, San José de Costa Rica, Costa Rica
| | | | | | - Javier Aragón-Hernández
- Department of Surgery, Diabetic Foot Unit, 222000La Paloma Hospital, Las Palmas de Gran Canaria, Spain
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Bhasin A, Krueger KM, Williams J, Gulati R, Sisler N, Galvin S. Management patterns and outcomes of patients hospitalized with diabetic foot ulcers at one tertiary care hospital. Intern Emerg Med 2023; 18:185-191. [PMID: 36474123 DOI: 10.1007/s11739-022-03166-8] [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: 08/04/2022] [Accepted: 11/22/2022] [Indexed: 12/12/2022]
Abstract
A diabetic foot ulcer is present in approximately 2.4% of hospitalized patients. Care for diabetic foot ulcers is highly variable. We sought to describe care practice patterns and risk factors for poor outcomes for patients hospitalized with a diabetic foot ulcer in our institution, an 894-bed tertiary care academic hospital located in downtown Chicago, IL. We conducted a retrospective cohort study of patients hospitalized with a diabetic foot ulcer between March 3rd, 2018 and December 31st, 2019. We categorized patients into having an uncomplicated ulcer or a complicated ulcer with cellulitis, wound infection, osteomyelitis, or gangrene. We evaluated rates of diagnostic resource utilization (imaging, cultures, biopsies, and antibiotics) and outcomes of osteomyelitis, amputation, and death. There were 305 patients of interest in the study cohort. A complicated lower extremity ulcer was found in 79% of patients. Amputation was required in 25% of patients, 21% were readmitted, and 13% died. Imaging was obtained in less than 50% of all patients, and in 60% or less of those with osteomyelitis. Bone biopsies were rarely acquired. Empiric antibiotics were prescribed in 77% of patients with osteomyelitis. Male, Black or African-American patients, and those with high Charlson score had the highest risk of poor outcomes. Care practices for patients hospitalized with diabetic foot ulcers were highly variable. Future interventions should target standardization to improve outcomes, with particular attention to health inequities as vulnerable populations have a higher risk of poor outcomes.
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Affiliation(s)
- Ajay Bhasin
- Division of Hospital Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, 211 E. Ontario, Suite 700, Chicago, IL, 60611, US.
- Division of Hospital Based Medicine, Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, US.
| | - Karen Marie Krueger
- Division of Infectious Diseases, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, US
| | - Janna Williams
- Division of Infectious Diseases, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, US
| | - Reeti Gulati
- Northwestern University Feinberg School of Medicine, Chicago, IL, US
| | - Nathan Sisler
- Northwestern University Feinberg School of Medicine, Chicago, IL, US
| | - Shannon Galvin
- Division of Infectious Diseases, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, US
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8
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Chen L, Sun S, Gao Y, Ran X. Global mortality of diabetic foot ulcer: A systematic review and meta-analysis of observational studies. Diabetes Obes Metab 2023; 25:36-45. [PMID: 36054820 DOI: 10.1111/dom.14840] [Citation(s) in RCA: 30] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 08/13/2022] [Accepted: 08/15/2022] [Indexed: 12/14/2022]
Abstract
AIM To estimate the long-term mortality and risk factors in patients with diabetic foot ulcer (DFU). METHODS We systematically searched Medline (PubMed), Embase, Scopus, Web of Science, Cochrane Library, China Science and Technology Journal Database (CQVIP), China National Knowledge Infrastructure, the Chinese Biomedical Literature Database (SinoMed) and Wanfang Data from 1 January 2011 to 31 July 2022. All observational studies that reported long-term mortality of patients with DFU were included. Random effect models were used to pool the reconstructed participant data from Kaplan-Meier curves. The primary outcome was the long-term survival of patients with DFU. An aggregate data meta-analysis was also performed. RESULTS We identified 34 studies, with 124 376 participants representing 16 countries, among whom there were 51 386 deaths. Of these, 27 studies with 21 171 patients were included in the Kaplan-Meier-based meta-analysis. The estimated Kaplan-Meier-based survival rates were 86.9% (95% confidence interval [CI] 82.6%-91.5%) at 1 year, 66.9% (95% CI 59.3%-75.6%) at 3 years, 50.9% (95% CI 42.0%-61.7%) at 5 years and 23.1% (95% CI 15.2%-34.9%) at 10 years. The results of the aggregate data-based meta-analysis were similar. Cardiovascular disease and infection were the most common causes of death, accounting for 46.6% (95% CI 33.5%-59.7%) and 24.8% (95% CI 16.0%-33.5%), respectively. Patients with older age (per 1 year, hazard ratio [HR] 1.054, 95% CI 1.045-1.063), peripheral artery disease (HR 1.882, 95% CI 1.592-2.225), chronic kidney disease (HR 1.535, 95% CI 1.227-1.919), end-stage renal disease (HR 3.586, 95% CI 1.333-9.643), amputation (HR 2.415, 95% CI 1.323-4.408) and history of cardiovascular disease (HR 1.449, 95% CI 1.276-1.645) had higher mortality risk. CONCLUSIONS This meta-analysis found that the overall mortality of DFU was high, with nearly 50% mortality within 5 years. Cardiovascular disease and infection were the two leading causes of death.
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Affiliation(s)
- Lihong Chen
- Innovation Center for Wound Repair, Diabetic Foot Care Center, Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China
| | - Shiyi Sun
- Innovation Center for Wound Repair, Diabetic Foot Care Center, Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China
| | - Yunyi Gao
- Department of Medical Affairs, West China Hospital, Sichuan University, Chengdu, China
| | - Xingwu Ran
- Innovation Center for Wound Repair, Diabetic Foot Care Center, Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China
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9
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Pantoja JL, Ali F, Baril DT, Farley SM, Boynton S, Finn JP, Hu P, Lawrence PF. Arterial spin labeling magnetic resonance imaging quantifies tissue perfusion around foot ulcers. J Vasc Surg Cases Innov Tech 2022; 8:817-824. [PMID: 36510629 PMCID: PMC9735268 DOI: 10.1016/j.jvscit.2022.09.015] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 09/28/2022] [Indexed: 11/05/2022] Open
Abstract
Objective Tools that quantify tissue perfusion of the foot are deficient, contributing to the uncertainty in predicting ulcer healing potential. This pilot study aims to quantify peri-wound foot perfusion at various tissue depths using a novel application of pseudo-continuous arterial spin labeling magnetic resonance imaging. Methods Ten diabetic patients with neuropathic wounds and 20 healthy volunteers without wounds were recruited. Wounds were graded according to the Wound, Ischemia, Foot Infection (WIfI) system. All subjects underwent a noncontrasted ASL MRI of the foot for perfusion measurements. For healthy volunteers, perfusion was compared at rest and during sustained toe flexion between four regions: lateral plantar, medial plantar, lateral calcaneal, and medial calcaneal. Evaluations of diabetic volunteers compared perfusion between four zones: wound, near border, far border, and remote. Remote zone perfusion in diabetics was compared with perfusion in the plantar foot of healthy volunteers. Results There were 11 wounds, which were located over the metatarsal heads in five, the stump of a transmetatarsal amputation in three, the heel in two, and the mid foot in one. The median WIfI stage was 2. One patient had a WIfI ischemia grade of 1; the remaining patients' grades were 0. The mean ankle-brachial index was 1.0 ± 0.3. There were two patients with a WIfI foot infection grade of 1; the remaining patients' grades were 0. In healthy volunteers, plantar foot perfusion with sustained toe flexion was 43.9 ± 1.7 mL/100g/min and significantly higher than perfusion at rest (27.3 ± 2.7 mL/100g/min; P < .001). In diabetic patients, perfusion at the wound, near border, far border, and remote regions was 96.1 ± 10.7, 92.7 ± 9.4, 73.4 ± 8.2, and 62.8 ± 2.7 mL/100g/min. Although this perfusion pattern persisted throughout the depth of the wound, perfusion decreased with tissue depth. In the near border, perfusion at 20% of the wound depth was 124.0 ± 35.6 mL/100g/min and 69.9 ± 10.1 mL/100g/min at 100% (P = .006). Lastly, remote perfusion in diabetics was 2.3 times the plantar perfusion in healthy volunteers (27.3 ± 2.7 mL/100g/min; P < .001). Conclusions The pattern of resting tissue perfusion around nonischemic diabetic foot ulcers was successfully quantified with arterial spin labeling magnetic resonance imaging. Diabetic patients with wounds were hyperemic compared with healthy volunteers. There was a 1.5-fold increase in peri-wound tissue perfusion relative to the rest of the foot. This study is the first step in developing a tool to assess the perfusion deficit in ischemic wounds.
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Affiliation(s)
- Joe Luis Pantoja
- Division of Vascular and Endovascular Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA,Correspondence: Dr Joe Luis Pantoja, MD, Division of Vascular and Endovascular Surgery, David Geffen School of Medicine, University of California Los Angeles, Medical Plaza Driveway, Ste 530, Los Angeles, CA 90095
| | - Fadil Ali
- Department of Radiology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
| | - Donald T. Baril
- Division of Vascular Surgery, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Steven M. Farley
- Division of Vascular and Endovascular Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
| | - Scott Boynton
- Division of Vascular and Endovascular Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
| | - J. Paul Finn
- Department of Radiology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
| | - Peng Hu
- Department of Radiology, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
| | - Peter F. Lawrence
- Division of Vascular and Endovascular Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
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Tekale S, Varma A, Tekale S, Kumbhare U. A Review on Newer Interventions for the Prevention of Diabetic Foot Disease. Cureus 2022; 14:e30591. [PMID: 36426316 PMCID: PMC9682366 DOI: 10.7759/cureus.30591] [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: 10/01/2022] [Accepted: 10/22/2022] [Indexed: 11/05/2022] Open
Abstract
Diabetic foot disease (DFD), which includes ulcers on the foot, infections, and gangrene of the foot, is one of the leading causes of disability worldwide. About half of diabetic foot disease (DFD) patients have a recurrence in less than a year. To alleviate the burden of DFD globally, it is essential to give long-term medication to reduce the likelihood of recurrence. The effectiveness of telemedicine, wearable technologies, and sensors in DFD prevention is discussed in this review. Offloading footwear helps to cure and prevent ulcerated diabetic foot by distributing physical stress away from bony prominences. Sensors and wearables can record the temperatures of the foot, blood pressure (BP), and blood sugar levels and estimate lipid profile. These technologies have offered a practical means of reaching individuals in rural areas with a heightened risk of developing DFD. There is less need for in-person consultations with this strategy. This methodology is simple to operate and lessens reliance on patients. The benefits of adopting these remote monitoring approaches have been demonstrated in some studies with DFD-at-risk individuals. It is required to do more analysis to ascertain the effectiveness and value of incorporating different remote monitoring systems as part of an all-encompassing strategy to prevent DFD.
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Affiliation(s)
- Sanket Tekale
- Department of Medicine, Jawaharlal Nehru Medical College, Datta Meghe Institute of Medical Sciences (Deemed to be University), Wardha, IND
| | - Anuj Varma
- Department of Medicine, Jawaharlal Nehru Medical College, Datta Meghe Institute of Medical Sciences (Deemed to be University), Wardha, IND
| | - Shubhangi Tekale
- Department of Pathology, Dr. Ulhas Patil Medical College and Hospital, Jalgaon, IND
| | - Unnati Kumbhare
- Department of Medicine, Jawaharlal Nehru Medical College, Datta Meghe Institute of Medical Sciences (Deemed to be University), Wardha, IND
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11
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Impact of time in range during hospitalization on clinical outcomes in diabetic patients with toe amputation: a propensity score matching analysis. BMC Surg 2022; 22:314. [PMID: 35962366 PMCID: PMC9373526 DOI: 10.1186/s12893-022-01762-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 08/05/2022] [Indexed: 12/02/2022] Open
Abstract
Purpose In recent years, time in range (TIR), defined as a percentage within a target time range, has attracted much attention. This study was aimed to investigate the short-term effects of Time in Rang on diabetic patients undergoing toe amputation in a more specific and complete manner. Methods A retrospective analysis on patients with diabetic foot ulcer (DFU) treated by toe amputation or foot amputation at the First Affiliated Hospital of Wenzhou Medical University between January 2015 and December 2019 were evaluated. A 1:1 match was conducted between the TIR < 70% group and the TIR ≥ 70% group using the nearest neighbor matching algorithm. Data were analyzed using Chi-squared, Fisher’s exact, and Mann–Whitney U tests. Results Compared with patients in the TIR ≥ 70% group, patients in the TIR < 70% had a higher rate of re-amputation, and a higher rate of postoperative infection. Multivariate analysis revealed that smoking, lower extremity arterial disease and TIR < 70% were risk factors for surgery of re-amputation. The results of subgroup analysis found that the TIR < 70% was associated with a greater risk of re-amputation in patients with HbA1c < 7.5%, lower extremity arterial disease, and non-smokers. Conclusions TIR can be used as a short-term glycemic control indicator in patients with DFUs and should be widely accepted in clinical practice. However, a future multicenter prospective study is needed to determine the relationship between TIR and toe re-amputation in diabetic foot patients.
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12
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Xie P, Deng B, Zhang X, Li Y, Du C, Rui S, Deng W, Boey J, Armstrong DG, Ma Y, Deng W. Time in range in relation to amputation and all-cause mortality in hospitalised patients with diabetic foot ulcers. Diabetes Metab Res Rev 2022; 38:e3498. [PMID: 34587332 DOI: 10.1002/dmrr.3498] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Accepted: 09/13/2021] [Indexed: 12/16/2022]
Abstract
AIMS The aim of this study was to evaluate the association of time in range (TIR) with amputation and all-cause mortality in hospitalised patients with diabetic foot ulcers (DFUs). MATERIALS AND METHODS A retrospective analysis was performed on 303 hospitalised patients with DFUs. During hospitalisation, TIR, mean blood glucose (MBG), coefficient of variation (CV), time above range (TAR) and time below range (TBR) of patients were determined from seven-point blood glucose profiles. Participants were grouped based on their clinical outcomes (i.e., amputation and death). Logistic regression was employed to analyse the association of TIR with amputation and all-cause mortality of inpatients with DFUs. RESULTS Among the 303 enrolled patients, 50 (16.5%) had undergone amputation whereas seven (2.3%) were deceased. Blood glucose was determined in 41,012 samples obtained from all participants. Patients who underwent amputation had significantly lower TIR and higher MBG, CV, level 2 TAR and level 1 TBR whereas deceased patients had significantly lower TIR and higher MBG and level 2 TAR. Both amputation and all-cause mortality rate declined with an increase in TIR quartiles. Logistic regression showed association of TIR with amputation (p = 0.034) and all-cause mortality (p = 0.013) after controlling for 15 confounders. This association was similarly significant in all-cause mortality after further adjustment for CV (p = 0.022) and level 1 TBR (p = 0.021), respectively. CONCLUSIONS TIR is inversely associated with amputation and all-cause mortality of hospitalised patients with DFUs. Further prospective studies are warranted to establish a causal relationship between TIR and clinical outcomes in patients with DFUs.
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Affiliation(s)
- Puguang Xie
- Department of Endocrinology, College of Medicine, College of Bioengineering, Chongqing Emergency Medical Center, Chongqing University Central Hospital, Chongqing University, Chongqing, China
| | - Bo Deng
- Department of Endocrinology, College of Medicine, College of Bioengineering, Chongqing Emergency Medical Center, Chongqing University Central Hospital, Chongqing University, Chongqing, China
| | - Xi Zhang
- Department of Endocrinology, College of Medicine, College of Bioengineering, Chongqing Emergency Medical Center, Chongqing University Central Hospital, Chongqing University, Chongqing, China
| | - Yuyao Li
- Department of Endocrinology, College of Medicine, College of Bioengineering, Chongqing Emergency Medical Center, Chongqing University Central Hospital, Chongqing University, Chongqing, China
| | - Chenzhen Du
- Department of Endocrinology, College of Medicine, College of Bioengineering, Chongqing Emergency Medical Center, Chongqing University Central Hospital, Chongqing University, Chongqing, China
| | - Shunli Rui
- Department of Endocrinology, College of Medicine, College of Bioengineering, Chongqing Emergency Medical Center, Chongqing University Central Hospital, Chongqing University, Chongqing, China
| | - Wu Deng
- College of Electronic Information and Automation, Civil Aviation University of China, Tianjin, China
| | - Johnson Boey
- Department of Podiatry, National University Hospital, Singapore
| | - David G Armstrong
- Department of Surgery, Keck School of Medicine of University of Southern California, Los Angeles, California, USA
| | - Yu Ma
- Department of Endocrinology, College of Medicine, College of Bioengineering, Chongqing Emergency Medical Center, Chongqing University Central Hospital, Chongqing University, Chongqing, China
| | - Wuquan Deng
- Department of Endocrinology, College of Medicine, College of Bioengineering, Chongqing Emergency Medical Center, Chongqing University Central Hospital, Chongqing University, Chongqing, China
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Yunir E, Hidayah CD, Harimurti K, Kshanti IAM. Three Years Survival and Factor Predicting Amputation or Mortality in Patients with High Risk for Diabetic Foot Ulcer in Fatmawati General Hospital, Jakarta. J Prim Care Community Health 2022; 13:21501319211063707. [PMID: 34986684 PMCID: PMC8744153 DOI: 10.1177/21501319211063707] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Background: Diabetic foot is one of major complication in diabetes patients with
unfavorable outcome. Survival study in outpatients is limited and factors
related are inconsistent. Survival and its modifiable risk factors should be
identified early since the foot at risk status to reduce
amputation/mortality in type 2 diabetes mellitus (T2DM). Objective: The aims of this study were to investigate survival probability for
amputation or mortality, compare different ulcer risk classification, and
figure out the relation of status of ulcer risk, age, gender, diabetes
duration, body mass index, fasting plasma glucose, HbA1C, and LDL with
amputation or mortality. Methods: This is a retrospective cohort study of 487 T2DM subjects who visited
internal medicine outpatient clinic in Fatmawati General Hospital since
January-December 2016. Status of ulcer risk and risk factors were extracted
from medical record and lower-extremity amputation or mortality was observed
in 3 years from baseline. Result: Three years overall survival is 85.7% (SE 0.17). Patients with high risk for
foot ulcer have survival probability of 80.2% (SE 0.027), which is lower
compared to non-high risk for foot ulcer with survival probability of 91.8%
(SE 0.019). Patients with high risk for foot ulcer (aHR 2.386 [95% CI
1.356-4.20]; P = .003), aged ≥60 years old (aHR 2.051 [95%
CI 1.173-3.585]; P = .012), and HbA1C ≥7% (aHR 2.022 [95%
CI 1.067-3.830]; P = .031) were independently associated
with amputation or mortality. Conclusion: T2DM patients with high risk for foot ulcer have lower survival probability
and higher risk for amputation or mortality in 3 years compared to patients
with non-high risk for foot ulcer. Status of ulcer risk, age ≥60 years, and
HbA1C ≥7% were associated with amputation or mortality in 3 years
observation.
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Affiliation(s)
- Em Yunir
- Division of Endocrinology, Metabolism, and Diabetes, Department of Internal Medicine, Dr. Cipto Mangunkusumo National General Hospital, Faculty of Medicine Universitas Indonesia, Jakarta, Indonesia.,Metabolic, Cardiovascular and Aging Cluster, The Indonesian Medical Education and Research Institute, Faculty of Medicine Universitas Indonesia, Jakarta, Indonesia
| | - Canggih Dian Hidayah
- Department of Internal Medicine, Dr. Cipto Mangunkusumo National General Hospital, Faculty of Medicine Universitas Indonesia, Jakarta, Indonesia
| | - Kuntjoro Harimurti
- Clinical Epidemiological Unit, Department of Internal Medicine, Dr. Cipto Mangunkusumo National General Hospital, Jakarta, Indonesia.,Division of Geriatrics, Department of Internal Medicine, Dr. Cipto Mangunkusumo National General Hospital, Faculty of Medicine Universitas Indonesia, Jakarta, Indonesia
| | - Ida Ayu Made Kshanti
- Division of Endocrinology, Metabolism, and Diabetes, Department of Internal Medicine, Fatmawati General Hospital, Jakarta, Indonesia
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14
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The associations of statin intake and the trabecular bone score and bone mineral density status in elderly Iranian individuals: a cross-sectional analysis of the Bushehr Elderly Health (BEH) program. Arch Osteoporos 2021; 16:144. [PMID: 34570258 DOI: 10.1007/s11657-021-00991-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 08/16/2021] [Indexed: 02/03/2023]
Abstract
UNLABELLED In recent years, a growing interest on the impact of statin intake on bone health has emerged, although the reported results are controversial. The results of this study revealed that BMD at lumbar spine has a significant association with statin intake. However, such association appears to be weaker regarding TBS values compared to BMD. This study was performed with the aim of evaluating associations of statin intake with BMD and TBS using data from 2426 individuals aged ≥ 60 years from the second phase of the Bushehr Elderly Health (BEH) program. We found a positive association between statin and BMD at lumbar spine, whereas association between statin and TBS was detected only in the men in the final model. INTRODUCTION In recent years, a growing interest has been established to evaluate the impact of statin intake on bone health, although the reported results are controversial. This study aimed to evaluate the association of statin intake with bone health status according to BMD and TBS. METHODS This cross-sectional analysis used data from the elderly Iranian individuals who participated in the Bushehr Elderly Health (BEH) program. Dual x-ray absorptiometry (DXA) device was used to evaluate the BMD at lumbar spine (L1-L4), femoral neck, and total hip, as well as TBS at lumbar spine. RESULTS Among 2426 (1260 women and 1166 men) study participants, 778 were statin users. A positive significant association, irrespective of sex, was observed between statin intake and BMD at L1-L4, even after controlling for potential variables in total population (β = 0.016, p = 0.013). The mean TBS values at L1-L4 were negatively associated with statin intake in total population (β = - 0.009, p = 0.001), while in the full adjusted model, significant positive association between TBS and statin intake was detected only in men (β = 0.013, p = 0.02). CONCLUSION The results of this study revealed that BMD at lumbar spine has a significant association with statin intake. However, such an association appears to be weaker regarding TBS values compared to BMD.
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15
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Cheng Y, Zu P, Zhao J, Shi L, Shi H, Zhang M, Wang A. Differences in initial versus recurrent diabetic foot ulcers at a specialized tertiary diabetic foot care center in China. J Int Med Res 2021; 49:300060520987398. [PMID: 33472497 PMCID: PMC7829526 DOI: 10.1177/0300060520987398] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
Objective To investigate the characteristics of diabetic foot ulcer (DFU)
recurrence. Methods A total of 573 patients with DFUs were recruited and divided into an initial
group (395 patients) and a recurrence group (178 patients). The factors
related to recurrence were analyzed using multivariate regression. Results The recurrence group had longer diabetes duration (odds ratio [OR] 192; 95%
confidence interval 120, 252 vs. 156; 96, 240); lower glycated hemoglobin
levels (OR 8.1; 95% CI 6.8, 9.6 vs. 9.1; 7.4, 10.5), and higher rates than
the initial group of amputation (37.5% vs. 2.0%), history of vascular
intervention (21.3% vs. 3.9%), retinopathy (77.7% vs. 64.7%), callus (44.4%
vs. 20.8%), foot deformity (51.2% vs. 24.6%), and outdoor sports shoe
wearing (34.0% vs. 21.2%). Multiple factor logistic regression analysis
showed that diabetes duration (OR 1.004), callus (OR 2.769), vascular
intervention (OR 2.824) and amputation (OR 22.256) were independent risk
factors for DFU recurrence. Conclusion Diabetes duration, callus, history of vascular intervention, and amputation
were independent risk factors for recurrent DFUs in a cohort of Chinese
patients with active DFU. The prevention and treatment of DFUs, especially
callus treatment, foot care, and blood glucose control, should be improved
in China.
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Affiliation(s)
- Yuxia Cheng
- Department of Endocrinology, PLA Strategic Support Force Medical Center (The 306th Hospital of the PLA), Beijing, China
| | - Ping Zu
- Department of Nursing, PLA Strategic Support Force Medical Center (The 306th Hospital of the PLA), Beijing, China
| | - Jie Zhao
- Department of Nursing, PLA Strategic Support Force Medical Center (The 306th Hospital of the PLA), Beijing, China
| | - Lintao Shi
- Department of Nursing, PLA Strategic Support Force Medical Center (The 306th Hospital of the PLA), Beijing, China
| | - Hongyan Shi
- Department of Nursing, PLA Strategic Support Force Medical Center (The 306th Hospital of the PLA), Beijing, China
| | - Mei Zhang
- Department of Nursing, PLA Strategic Support Force Medical Center (The 306th Hospital of the PLA), Beijing, China
| | - Aihong Wang
- Department of Nursing, PLA Strategic Support Force Medical Center (The 306th Hospital of the PLA), Beijing, China
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Ogurtsova K, Morbach S, Haastert B, Dubský M, Rümenapf G, Ziegler D, Jirkovska A, Icks A. Cumulative long-term recurrence of diabetic foot ulcers in two cohorts from centres in Germany and the Czech Republic. Diabetes Res Clin Pract 2021; 172:108621. [PMID: 33316312 DOI: 10.1016/j.diabres.2020.108621] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 11/27/2020] [Accepted: 12/08/2020] [Indexed: 11/30/2022]
Abstract
AIMS Our aim was to comprehensively estimate the incidence of diabetic foot ulcer (DFU) recurrence and corresponding risk factors in two cohorts. METHODS Prospective data from patients with active DFU from two diabetes centres in Germany (GER, n = 222) and the Czech Republic (CZ, n = 99) were analysed. Crude cumulative incidences were obtained. Additionally, time to recurrence and risk factors were investigated using multivariate Cox models. RESULTS 69%(154) of patients in GER and 70%(69) in CZ experienced at least one DFU recurrence; 25%(56) in DEU and 15%(15) in CZ died; 5%(11) and 9%(9) were lost to follow-up. The crude cumulative incidence in the first year was 28% in GER and 25% in CZ; 68%/70% within ten years, and 69%/70% in 15 years. In GER, renal replacement therapy was associated with shorter time to recurrence (HR = 3.71, 95%CI:1.26-10.87); no history of DFU before the index lesion with longer time to recurrence (HR = 0.62, 0.42-0.92). In CZ, type 2 diabetes (HR = 2.57, 1.18-5.62) and index ulcer treatment by minor amputation (HR = 2.11, 1.03-4.33) were associated with shorter time to recurrence. CONCLUSIONS Cumulative DFU recurrence was approximately 70% in 15 years in both cohorts. We found a significantly higher risk of future recurrence in patients having a consecutive ulcer compared with the first ever ulcer.
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Affiliation(s)
- Katherine Ogurtsova
- Institute for Health Services Research and Health Economics, German Diabetes Center, Düsseldorf, Germany; German Centre for Diabetes Research (DZD), Neuherberg, Germany.
| | - Stephan Morbach
- Department of Diabetes and Angiology, Marienkrankenhaus, Soest, Germany; Institute for Health Services Research and Health Economics, Faculty of Medicine, Heinrich-Heine- University, Düsseldorf, Germany
| | - Burkhard Haastert
- Institute for Health Services Research and Health Economics, Faculty of Medicine, Heinrich-Heine- University, Düsseldorf, Germany; mediStatistica, Neuenrade, Germany
| | - Michal Dubský
- Diabetes Centre, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Gerhard Rümenapf
- Department of Vascular Surgery, Centre of Vascular Medicine Oberrhein, Diakonissen-Stiftungs-Krankenhaus, Speyer, Germany
| | - Dan Ziegler
- Institute for Clinical Diabetology, German Diabetes Center and Division of Endocrinology and Diabetology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany
| | - Alexandra Jirkovska
- Diabetes Centre, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Andrea Icks
- Institute for Health Services Research and Health Economics, German Diabetes Center, Düsseldorf, Germany; German Centre for Diabetes Research (DZD), Neuherberg, Germany; Institute for Health Services Research and Health Economics, Faculty of Medicine, Heinrich-Heine- University, Düsseldorf, Germany
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Peng B, Min R, Liao Y, Yu A. Development of Predictive Nomograms for Clinical Use to Quantify the Risk of Amputation in Patients with Diabetic Foot Ulcer. J Diabetes Res 2021; 2021:6621035. [PMID: 33511218 PMCID: PMC7822701 DOI: 10.1155/2021/6621035] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 01/03/2021] [Accepted: 01/06/2021] [Indexed: 11/17/2022] Open
Abstract
OBJECTIVE To determine the novel proposed nomogram model accuracy in the prediction of the lower-extremity amputations (LEA) risk in diabetic foot ulcer (DFU). METHODS AND MATERIALS In this retrospective study, data of 125 patients with diabetic foot ulcer who met the research criteria in Zhongnan Hospital of Wuhan University from January 2015 to December 2019 were collected by filling in the clinical investigation case report form. Firstly, univariate analysis was used to find the primary predictive factors of amputation in patients with diabetic foot ulcer. Secondly, single factor and multiple factor logistic regression analysis were employed to screen the independent influencing factors of amputation introducing the primary predictive factors selected from the univariate analysis. Thirdly, the independent influencing factors were applied to build a prediction model of amputation risk in patients with diabetic foot ulcer by using R4.3; then, the nomogram was established according to the selected variables visually. Finally, the performance of the prediction model was evaluated and verified by receiver working characteristic (ROC) curve, corrected calibration curve, and clinical decision curve. RESULTS 7 primary predictive factors were selected by univariate analysis from 21 variables, including the course of diabetes, peripheral angiopathy of diabetic (PAD), glycosylated hemoglobin A1c (HbA1c), white blood cells (WBC), albumin (ALB), blood uric acid (BUA), and fibrinogen (FIB); single factor logistic regression analysis showed that albumin was a protective factor for amputation in patients with diabetic foot ulcer, and the other six factors were risk factors. Multivariate logical regression analysis illustrated that only five factors (the course of diabetes, PAD, HbA1c, WBC, and FIB) were independent risk factors for amputation in patients with diabetic foot ulcer. According to the area under curve (AUC) of ROC was 0.876 and corrected calibration curve of the nomogram displayed good fitting ability, the model established by these 5 independent risk factors exhibited good ability to predict the risk of amputation. The decision analysis curve (DCA) indicated that the nomogram model was more practical and accurate when the risk threshold was between 6% and 91%. CONCLUSION Our novel proposed nomogram showed that the course of diabetes, PAD, HbA1c, WBC, and FIB are the independent risk factors of amputation in patients with DFU. This prediction model was well developed and behaved a great accurate value for LEA so as to provide a useful tool for screening LEA risk and preventing DFU from developing into amputation.
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Affiliation(s)
- Bocheng Peng
- Department of Orthopedic Trauma and Microsurgery, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Rui Min
- Department of Endocrinology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Yiqin Liao
- Department of Thyroid and Breast Surgery, Zhongnan Hospital of Wuhan University, 169 Donghu Road, Wuhan, Hubei, China
| | - Aixi Yu
- Department of Orthopedic Trauma and Microsurgery, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
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18
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Jones P, Bus SA, Davies MJ, Khunti K, Webb D. Toe gaps and their assessment in footwear for people with diabetes: a narrative review. J Foot Ankle Res 2020; 13:70. [PMID: 33276804 PMCID: PMC7718668 DOI: 10.1186/s13047-020-00439-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Accepted: 11/26/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Adequate footwear fit is critical in preventing diabetes-related foot ulcers. One important element is the toe gap, the difference between foot length and internal footwear length available to the foot. We summarised the literature on toe gaps in studies assessing footwear worn by people with diabetes, the methods used to measure both foot length and internal footwear length and identify ambiguities which may impact on toe gap assessment in clinical practice, and suggest pragmatic solutions. METHODS The Google Scholar database was searched to April 2020 for peer-reviewed studies using keywords related to incorrectly fitting or ill-fitting and diabetes, foot and ulcer which returned 979 results. Included studies within this narrative review encompassed toe gap measurement to assess footwear worn by people with diabetes. RESULTS A total of eight studies were included after full paper review. Toe gap ranges as used in assessments of footwear worn by people with diabetes vary, with a minimum of 1.0-1.6 cm and a maximum of 1.5-2.0 cm, as do methods of measuring internal footwear length. Only three published studies suggested possible measuring devices. CONCLUSIONS Toe gap ranged as used when assessing footwear fit in people with diabetes vary and a gold standard device for internal footwear length measurement has yet to emerge. International guidelines provide welcome standardisation, but further research is needed to evaluate both the effect of toe gap ranges upon pressure, plantar stress response and ulceration and available measuring devices to facilitate development of toe gap measurement protocols that may further enhance consistency in practical assessments.
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Affiliation(s)
- Petra Jones
- Leicester Diabetes Centre, Leicester General Hospital, University Hospitals of Leicester, Gwendolen Road, Leicester, LE5 4PW UK
- Diabetes Research Centre, University of Leicester, Leicester General Hospital, Leicester, UK
| | - Sicco A. Bus
- Amsterdam UMC, University of Amsterdam, Rehabilitation Medicine, Amsterdam Movement Sciences, Amsterdam, the Netherlands
| | - Melanie J. Davies
- Leicester Diabetes Centre, Leicester General Hospital, University Hospitals of Leicester, Gwendolen Road, Leicester, LE5 4PW UK
- Diabetes Research Centre, University of Leicester, Leicester General Hospital, Leicester, UK
- NIHR Leicester Biomedical Research Centre, University of Leicester, Leicester, UK
| | - Kamlesh Khunti
- Leicester Diabetes Centre, Leicester General Hospital, University Hospitals of Leicester, Gwendolen Road, Leicester, LE5 4PW UK
- Diabetes Research Centre, University of Leicester, Leicester General Hospital, Leicester, UK
| | - David Webb
- Leicester Diabetes Centre, Leicester General Hospital, University Hospitals of Leicester, Gwendolen Road, Leicester, LE5 4PW UK
- Diabetes Research Centre, University of Leicester, Leicester General Hospital, Leicester, UK
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19
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Wang Y, Zheng Z, Yang Y, Lang J, Zhang N, Yang L, Zhao D. Angiopoietin-like 2 is a potential biomarker for diabetic foot patients. BMC Endocr Disord 2020; 20:178. [PMID: 33256685 PMCID: PMC7706189 DOI: 10.1186/s12902-020-00657-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2020] [Accepted: 11/22/2020] [Indexed: 01/31/2023] Open
Abstract
BACKGROUND Circulating angiopoietin-like 2 (ANGPTL2) protein levels are known to be significantly increased in numerous chronic inflammatory diseases and are associated with the diagnosis and/or prognosis of cardiovascular diseases, diabetes, chronic kidney disease, and various types of cancers. However, no data regarding the relationship between ANGPTL2 and diabetic foot ulcers (DFUs) are available. Here, we explored the potential link between ANGPTL2 and DFUs. METHODS A total of 68 participants with type 2 diabetes mellitus (T2DM) were recruited, including 28 patients with DFU and 40 diabetic patients without DFUs. The clinical characteristics of T2DM patients with and without DFUs were compared. Serum concentrations of ANGPTL2 and VEGF were measured using enzyme-linked immunosorbent assay (ELISA) kits. The correlations between ANGPTL2 and clinical variables were analyzed. Multiple linear regression and logistic regression models were constructed to test the associations between ANGPTL2 and the severity and presence of DFUs. RESULTS Serum levels of ANGPTL2 were higher in patients with DFUs than those in diabetic controls. Serum ANGPTL2 levels were higher in the advanced stages of DFUs. Spearman correlation analysis revealed strong positive associations of ANGPTL2 with CRP, VEGF and ESR in all subjects. In addition, serum ANGPTL2 was still positively correlated with DFUs stage after adjusting the risk factors. After adjusting for age, sex, HbA1C and duration of diabetes, ANGPTL2 was found to be independently associated with the presence of DFUs. CONCLUSIONS Circulating ANGPTL2 levels are an independent risk factor for DFUs. This suggests that ANGPTL2 may play important roles in the development of DFUs, a possibility that needs to investigated in prospective studies.
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Affiliation(s)
- Yan Wang
- Center for Endocrine Metabolism and Immune Diseases, Beijing Luhe Hospital, Capital Medical University, Beijing, 101149 China
- Beijing Key Laboratory of Diabetes Research and Care, Beijing, 101149 China
| | - Zhaohui Zheng
- Center for Endocrine Metabolism and Immune Diseases, Beijing Luhe Hospital, Capital Medical University, Beijing, 101149 China
- Beijing Key Laboratory of Diabetes Research and Care, Beijing, 101149 China
| | - Yuxian Yang
- Center for Endocrine Metabolism and Immune Diseases, Beijing Luhe Hospital, Capital Medical University, Beijing, 101149 China
- Beijing Key Laboratory of Diabetes Research and Care, Beijing, 101149 China
| | - Jianan Lang
- Center for Endocrine Metabolism and Immune Diseases, Beijing Luhe Hospital, Capital Medical University, Beijing, 101149 China
- Beijing Key Laboratory of Diabetes Research and Care, Beijing, 101149 China
| | - Ning Zhang
- Center for Endocrine Metabolism and Immune Diseases, Beijing Luhe Hospital, Capital Medical University, Beijing, 101149 China
- Beijing Key Laboratory of Diabetes Research and Care, Beijing, 101149 China
| | - Longyan Yang
- Center for Endocrine Metabolism and Immune Diseases, Beijing Luhe Hospital, Capital Medical University, Beijing, 101149 China
- Beijing Key Laboratory of Diabetes Research and Care, Beijing, 101149 China
| | - Dong Zhao
- Center for Endocrine Metabolism and Immune Diseases, Beijing Luhe Hospital, Capital Medical University, Beijing, 101149 China
- Beijing Key Laboratory of Diabetes Research and Care, Beijing, 101149 China
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20
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Khalili S, Moradi O, Kharazmi AB, Raoufi M, Sistanizad M, Shariat M. Comparison of Mortality Rate and Severity of Pulmonary Involvement in Coronavirus Disease-2019 Adult Patients With and Without Type 2 Diabetes: A Cohort Study. Can J Diabetes 2020; 45:524-530. [PMID: 33339741 PMCID: PMC7604035 DOI: 10.1016/j.jcjd.2020.10.014] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2020] [Revised: 10/15/2020] [Accepted: 10/25/2020] [Indexed: 01/08/2023]
Abstract
OBJECTIVES Patients with diabetes are potentially at higher risk of mortality due to coronavirus disease-2019 (COVID-19). In this study, we aimed to compare the outcomes and severity of pulmonary involvement in COVID-19 patients with and without diabetes. METHODS In this cohort study, we recruited patients with diabetes who were hospitalized due to COVID-19 during the period from February 2020 to May 2020. Hospitalized individuals without diabetes were enrolled as control subjects. All patients were followed for 90 days and clinical findings and patients' outcomes were reported. RESULTS Over a period of 4 months, 127 patients with diabetes and 127 individuals without diabetes with a diagnosis of COVID-19 were recruited. Their mean age was 65.70±12.51 years. Mortality was higher in the group with diabetes (22.8% vs 15.0%; p=0.109), although not significantly. More severe pulmonary involvement (p=0.015), extended hospital stay (p<0.001) and greater need for invasive ventilation (p=0.029) were reported in this population. Stepwise logistic regression revealed that diabetes was not independently associated with mortality (p=0.092). Older age (odds ratio [OR], 1.054; p=0.003), aggravated pulmonary involvement on admission (OR, 1.149; p=0.001), presence of comorbidities (OR, 1.290; p=0.020) and hypothyroidism (OR, 6.576; p=0.021) were associated with mortality. Diabetic foot infection had a strong positive correlation with mortality (OR, 49.819; p=0.016), whereas insulin therapy had a negative correlation (OR, 0.242; p=0.045). CONCLUSIONS The mortality rate due to COVID-19 did not differ significantly between patients with or without diabetes. Older age, macrovascular complications and presence of comorbidities could increase mortality in people with diabetes. Insulin therapy during hospitalization could attenuate the detrimental effects of hyperglycemia and improve prognosis of patients with COVID-19 and diabetes.
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Affiliation(s)
- Shayesteh Khalili
- Department of Internal Medicine, Imam Hossein Medical Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Omid Moradi
- Department of Clinical Pharmacy, School of Pharmacy, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Amir Behnam Kharazmi
- Department of Internal Medicine, Imam Hossein Medical Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Masoomeh Raoufi
- Department of Radiology, School of Medicine, Imam Hossein Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohammad Sistanizad
- Department of Clinical Pharmacy, School of Pharmacy, Shahid Beheshti University of Medical Sciences, Tehran, Iran; Prevention of Cardiovascular Disease Research Center, Imam Hossein Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Masoud Shariat
- Department of Diagnostic Imaging, University of Calgary, Calgary, Alberta, Canada
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21
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Rubio JA, Jiménez S, Lázaro-Martínez JL. Mortality in Patients with Diabetic Foot Ulcers: Causes, Risk Factors, and Their Association with Evolution and Severity of Ulcer. J Clin Med 2020; 9:jcm9093009. [PMID: 32961974 PMCID: PMC7565534 DOI: 10.3390/jcm9093009] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Revised: 09/08/2020] [Accepted: 09/14/2020] [Indexed: 12/17/2022] Open
Abstract
Background: This study reviews the mortality of patients with diabetic foot ulcers (DFU) from the first consultation with a Multidisciplinary Diabetic Foot Team (MDFT) and analyzes the main cause of death, as well as the relevant clinical factors associated with survival. Methods: Data of 338 consecutive patients referred to the MDFT center for a new DFU during the 2008–2014 period were analyzed. Follow-up: until death or until 30 April 2020, for up to 12.2 years. Results: Clinical characteristics: median age was 71 years, 92.9% had type 2 diabetes, and about 50% had micro-macrovascular complications. Ulcer characteristics: Wagner grade 1–2 (82.3%), ischemic (49.2%), and infected ulcers (56.2%). During follow-up, 201 patients died (59.5%), 110 (54.7%) due to cardiovascular disease. Kaplan—Meier curves estimated a reduction in survival of 60% with a 95% confidence interval (95% CI), (54.7–65.3) at 5 years. Cox regression analysis adjusted to a multivariate model showed the following associations with mortality, with hazard ratios (HRs) (95% CI): age, 1.07 (1.05–1.08); HbA1c value < 7% (53 mmol/mol), 1.43 (1.02–2.0); active smoking, 1.59 (1.02–2.47); ischemic heart or cerebrovascular disease, 1.55 (1.15–2.11); chronic kidney disease, 1.86 (1.37–2.53); and ulcer severity (SINBAD system) 1.12 (1.02–1.26). Conclusion: Patients with a history of DFU have high mortality. Two less known predictors of mortality were identified: HbA1c value < 7% (53 mmol/mol) and ulcer severity.
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Affiliation(s)
- José Antonio Rubio
- Diabetic Foot Unit, Department of Endocrinology, Hospital Universitario Príncipe de Asturias, Alcalá de Henares, 28805 Madrid, Spain;
- Department of Biomedical Sciences, Universidad de Alcalá, Alcalá de Henares, 28805 Madrid, Spain
- Correspondence: ; Tel.: +34-918-878-100
| | - Sara Jiménez
- Diabetic Foot Unit, Department of Endocrinology, Hospital Universitario Príncipe de Asturias, Alcalá de Henares, 28805 Madrid, Spain;
| | - José Luis Lázaro-Martínez
- Diabetic Foot Unit, Universidad Complutense de Madrid, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain;
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22
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Golledge J, Fernando M, Lazzarini P, Najafi B, G. Armstrong D. The Potential Role of Sensors, Wearables and Telehealth in the Remote Management of Diabetes-Related Foot Disease. SENSORS (BASEL, SWITZERLAND) 2020; 20:E4527. [PMID: 32823514 PMCID: PMC7491197 DOI: 10.3390/s20164527] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/14/2020] [Revised: 07/29/2020] [Accepted: 08/12/2020] [Indexed: 12/18/2022]
Abstract
Diabetes-related foot disease (DFD), which includes foot ulcers, infection and gangrene, is a leading cause of the global disability burden. About half of people who develop DFD experience a recurrence within one year. Long-term medical management to reduce the risk of recurrence is therefore important to reduce the global DFD burden. This review describes research assessing the value of sensors, wearables and telehealth in preventing DFD. Sensors and wearables have been developed to monitor foot temperature, plantar pressures, glucose, blood pressure and lipids. The monitoring of these risk factors along with telehealth consultations has promise as a method for remotely managing people who are at risk of DFD. This approach can potentially avoid or reduce the need for face-to-face consultations. Home foot temperature monitoring, continuous glucose monitoring and telehealth consultations are the approaches for which the most highly developed and user-friendly technology has been developed. A number of clinical studies in people at risk of DFD have demonstrated benefits when using one of these remote monitoring methods. Further development and evidence are needed for some of the other approaches, such as home plantar pressure and footwear adherence monitoring. As yet, no composite remote management program incorporating remote monitoring and the management of all the key risk factors for DFD has been developed and implemented. Further research assessing the feasibility and value of combining these remote monitoring approaches as a holistic way of preventing DFD is needed.
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Affiliation(s)
- Jonathan Golledge
- Ulcer and wound Healing consortium (UHEAL), Queensland Research Centre for Peripheral Vascular Disease, College of Medicine and Dentistry, James Cook University, Townsville, Queensland 4811, Australia;
- The Department of Vascular and Endovascular Surgery, Townsville University Hospital, Townsville, Queensland 4814, Australia
| | - Malindu Fernando
- Ulcer and wound Healing consortium (UHEAL), Queensland Research Centre for Peripheral Vascular Disease, College of Medicine and Dentistry, James Cook University, Townsville, Queensland 4811, Australia;
| | - Peter Lazzarini
- School of Public Health and Social Work, Queensland University of Technology, Brisbane, Queensland 4000, Australia;
- Allied Health Research Collaborative, Metro North Hospital and Health Service, Brisbane, Queensland 4006, Australia
| | - Bijan Najafi
- Interdisciplinary Consortium on Advanced Motion Performance (iCAMP), Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX 77030, USA;
| | - David G. Armstrong
- Southwestern Academic Limb Salvage Alliance (SALSA), Department of Surgery, Keck School of Medicine of University of Southern California, Los Angeles, CA 90089, USA;
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23
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Sen P, Demirdal T. Evaluation of mortality risk factors in diabetic foot infections. Int Wound J 2020; 17:880-889. [PMID: 32196927 DOI: 10.1111/iwj.13343] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 03/05/2020] [Accepted: 03/09/2020] [Indexed: 11/29/2022] Open
Abstract
Identifying risk factors for mortality is crucial in the management of diabetic foot syndrome. We aimed to evaluate risk factors for mortality in patients with diabetic foot infection (DFI). A retrospective chart review was conducted on 401 patients from 2010 through 2019. Our primary endpoint was in-hospital mortality. Patients were divided into two groups according to the outcome (survival or death). Clinical data were compared between the two groups statistically. A total of 401 patients were enrolled in the study, 280 (69.8%) of them were male and the mean age was 59.6 ± 11.1 years. The mean follow-up period was 23.7 ± 22.9 months. In-hospital mortality rate was 3%. Univariate analysis indicated that ischaemic wound (P = .023), hindfoot infection (P = .038), whole foot infection (P = .010), peripheral arterial disease (P = .024), high leucocyte levels (>12 040 K/μL) (P = .001), high thrombocyte levels (>378 000 K/μL) (P < 0.001), high C-reactive protein levels (>8.81 mg/dL) (P = .022), and polymicrobial growth in deep tissue culture (P = .041) were significant parameters in predicting mortality. In multivariate analysis, peripheral arterial disease (odds ratio [OR]: 13.430, 95% confidence interval [Cl]: 1.129-59.692; P = .040), high thrombocyte levels (OR: 1.000, 95% Cl: 1.000-1.000; P = .022), and polymicrobial growth in deep tissue culture (OR: 7.790, 95% Cl: 1.592-38.118; P = .011) were independent risk factors for mortality. In conclusion, peripheral arterial disease, high thrombocyte levels, and polymicrobial growth in deep tissue culture were independent risk factors for mortality in DFI.
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Affiliation(s)
- Pinar Sen
- Department of Infectious Diseases and Clinical Microbiology, Izmir Katip Celebi University Ataturk Training and Research Hospital, Izmir, Turkey
| | - Tuna Demirdal
- Department of Infectious Diseases and Clinical Microbiology, Izmir Katip Celebi University Ataturk Training and Research Hospital, Izmir, Turkey
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