scholarly journals Modeling, Fabrication and Integration of Wearable Smart Sensors in a Monitoring Platform for Diabetic Patients

Sensors ◽  
2021 ◽  
Vol 21 (5) ◽  
pp. 1847
Author(s):  
Chiara De Pascali ◽  
Luca Francioso ◽  
Lucia Giampetruzzi ◽  
Gabriele Rescio ◽  
Maria Assunta Signore ◽  
...  
Keyword(s):  
Glucose Level ◽  
Diabetic Foot ◽  
Pressure Sensors ◽  
Glucose Sensors ◽  
Bioheat Transfer ◽  
Diabetic Patients ◽  
Transfer Model ◽  
Health State ◽  
Smart Insole ◽  
Monitoring Platform

The monitoring of some parameters, such as pressure loads, temperature, and glucose level in sweat on the plantar surface, is one of the most promising approaches for evaluating the health state of the diabetic foot and for preventing the onset of inflammatory events later degenerating in ulcerative lesions. This work presents the results of sensors microfabrication, experimental characterization and FEA-based thermal analysis of a 3D foot-insole model, aimed to advance in the development of a fully custom smart multisensory hardware–software monitoring platform for the diabetic foot. In this system, the simultaneous detection of temperature-, pressure- and sweat-based glucose level by means of full custom microfabricated sensors distributed on eight reading points of a smart insole will be possible, and the unit for data acquisition and wireless transmission will be fully integrated into the platform. Finite element analysis simulations, based on an accurate bioheat transfer model of the metabolic response of the foot tissue, demonstrated that subcutaneous inflamed lesions located up to the muscle layer, and ischemic damage located not below the reticular/fat layer, can be successfully detected. The microfabrication processes and preliminary results of functional characterization of flexible piezoelectric pressure sensors and glucose sensors are presented. Full custom pressure sensors generate an electric charge in the range 0–20 pC, proportional to the applied load in the range 0–4 N, with a figure of merit of 4.7 ± 1 GPa. The disposable glucose sensors exhibit a 0–6 mM (0–108 mg/dL) glucose concentration optimized linear response (for sweat-sensing), with a LOD of 3.27 µM (0.058 mg/dL) and a sensitivity of 21 µA/mM cm2 in the PBS solution. The technical prerequisites and experimental sensing performances were assessed, as preliminary step before future integration into a second prototype, based on a full custom smart insole with enhanced sensing functionalities.

Care and prevention of diabetic foot: perceptions of diabetic patients

2016 ◽  
pp. 7-14 ◽  
Author(s):  
Andréia Caroline Fernandes Salgueiro ◽  
Elane Fabíola de Sousa Jerônimo da Silva ◽  
Verônica Bidinotto Brito ◽  
Gustavo Orione Puntel ◽  
Vanderlei Folmer
Keyword(s):  
Diabetic Foot ◽  
Diabetic Patients

.

scholarly journals The Effects of Silver-Releasing Foam Dressings on Diabetic Foot Ulcer Healing

2021 ◽  
Vol 10 (7) ◽  
pp. 1495
Author(s):  
Yu-Chi Wang ◽  
Hsiao-Chen Lee ◽  
Chien-Lin Chen ◽  
Ming-Chun Kuo ◽  
Savitha Ramachandran ◽  
...  
Keyword(s):  
Wound Healing ◽  
Diabetic Foot ◽  
Healing Rate ◽  
Early Period ◽  
Foot Ulcer ◽  
Diabetic Foot Ulcer ◽  
Wound Management ◽  
Control Group ◽  
Diabetic Patients ◽  
High Morbidity

Diabetic foot ulcers (DFUs) are a serious complication in diabetic patients and lead to high morbidity and mortality. Numerous dressings have been developed to facilitate wound healing of DFUs. This study investigated the wound healing efficacy of silver-releasing foam dressings versus silver-containing cream in managing outpatients with DFUs. Sixty patients with Wagner Grade 1 to 2 DFUs were recruited. The treatment group received silver-releasing foam dressing (Biatain® Ag Non-Adhesive Foam dressing; Coloplast, Humlebaek, Denmark). The control group received 1% silver sulfadiazine (SSD) cream. The ulcer area in the silver foam group was significantly reduced compared with that in the SSD group after four weeks of treatment (silver foam group: 76.43 ± 7.41%, SSD group: 27.00 ± 4.95%, p < 0.001). The weekly wound healing rate in the silver foam group was superior to the SSD group during the first three weeks of treatment (p < 0.05). The silver-releasing foam dressing is more effective than SSD in promoting wound healing of DFUs. The effect is more pronounced in the initial three weeks of the treatment. Thus, silver-releasing foam could be an effective wound dressing for DFUs, mainly in the early period of wound management.

scholarly journals Development of a Self-Powered Piezo-Resistive Smart Insole Equipped with Low-Power BLE Connectivity for Remote Gait Monitoring

Sensors ◽  
2021 ◽  
Vol 21 (13) ◽  
pp. 4539
Author(s):  
Roberto de Fazio ◽  
Elisa Perrone ◽  
Ramiro Velázquez ◽  
Massimo De Vittorio ◽  
Paolo Visconti
Keyword(s):  
Low Power ◽  
Smart Materials ◽  
Applied Pressure ◽  
Pressure Sensors ◽  
Complete Characterization ◽  
Electric Signal ◽  
Sensing Matrix ◽  
Capacitive Accelerometer ◽  
Gait Parameters ◽  
Smart Insole

The evolution of low power electronics and the availability of new smart materials are opening new frontiers to develop wearable systems for medical applications, lifestyle monitoring, and performance detection. This paper presents the development and realization of a novel smart insole for monitoring the plantar pressure distribution and gait parameters; indeed, it includes a piezoresistive sensing matrix based on a Velostat layer for transducing applied pressure into an electric signal. At first, an accurate and complete characterization of Velostat-based pressure sensors is reported as a function of sizes, support material, and pressure trend. The realization and testing of a low-cost and reliable piezoresistive sensing matrix based on a sandwich structure are discussed. This last is interfaced with a low power conditioning and processing section based on an Arduino Lilypad board and an analog multiplexer for acquiring the pressure data. The insole includes a 3-axis capacitive accelerometer for detecting the gait parameters (swing time and stance phase time) featuring the walking. A Bluetooth Low Energy (BLE) 5.0 module is included for transmitting in real-time the acquired data toward a PC, tablet or smartphone, for displaying and processing them using a custom Processing® application. Moreover, the smart insole is equipped with a piezoelectric harvesting section for scavenging energy from walking. The onfield tests indicate that for a walking speed higher than 1 ms−1, the device’s power requirements (i.e., ) was fulfilled. However, more than 9 days of autonomy are guaranteed by the integrated 380-mAh Lipo battery in the total absence of energy contributions from the harvesting section.

scholarly journals Recent Advances in Enzymatic and Non-Enzymatic Electrochemical Glucose Sensing

Sensors ◽  
2021 ◽  
Vol 21 (14) ◽  
pp. 4672
Author(s):  
Mohamed H. Hassan ◽  
Cian Vyas ◽  
Bruce Grieve ◽  
Paulo Bartolo
Keyword(s):  
Noble Metals ◽  
Direct Electrochemistry ◽  
Glucose Sensing ◽  
Glucose Sensors ◽  
Diabetic Patients ◽  
Past Century ◽  
Industrial Sectors ◽  
Recent Advances ◽  
Wide Range ◽  
Sensitivity And Selectivity

The detection of glucose is crucial in the management of diabetes and other medical conditions but also crucial in a wide range of industries such as food and beverages. The development of glucose sensors in the past century has allowed diabetic patients to effectively manage their disease and has saved lives. First-generation glucose sensors have considerable limitations in sensitivity and selectivity which has spurred the development of more advanced approaches for both the medical and industrial sectors. The wide range of application areas has resulted in a range of materials and fabrication techniques to produce novel glucose sensors that have higher sensitivity and selectivity, lower cost, and are simpler to use. A major focus has been on the development of enzymatic electrochemical sensors, typically using glucose oxidase. However, non-enzymatic approaches using direct electrochemistry of glucose on noble metals are now a viable approach in glucose biosensor design. This review discusses the mechanisms of electrochemical glucose sensing with a focus on the different generations of enzymatic-based sensors, their recent advances, and provides an overview of the next generation of non-enzymatic sensors. Advancements in manufacturing techniques and materials are key in propelling the field of glucose sensing, however, significant limitations remain which are highlighted in this review and requires addressing to obtain a more stable, sensitive, selective, cost efficient, and real-time glucose sensor.

Diagnostic value of procalcitonin, erythrocyte sedimentation rate (ESR), quantitative C-reactive protein (CRP) and clinical findings associated with osteomyelitis in patients with diabetic foot

2021 ◽  
pp. 1-7
Author(s):  
Zahra Soleimani ◽  
Fatemeh Amighi ◽  
Zarichehr Vakili ◽  
Mansooreh Momen-Heravi ◽  
Seyyed Alireza Moravveji
Keyword(s):  
Erythrocyte Sedimentation Rate ◽  
Sedimentation Rate ◽  
Roc Curve ◽  
Diabetic Foot ◽  
Diagnostic Value ◽  
Clinical Findings ◽  
Diabetic Patients ◽  
C Reactive Protein ◽  
Reactive Protein ◽  
Erythrocyte Sedimentation

BACKGROUND: The diagnosis of osteomyelitis is a key step of diabetic foot management. Procalcitonin (PCT) is a novel infection marker. This study aimed to investigate the diagnostic value of procalcitonin and other conventional infection markers and clinical findings in diagnosis of osteomyelitis in diabetic foot patients. METHODS AND MATERIALS: This diagnostic value study was carried out on ninety patients with diabetic infected foot ulcers admitted in Kashan Beheshti Hospital, 2016. After obtaining consent, 10 cc blood sample was taken for measuring serum PCT, CBC, ESR, CRP and FBS. Clinical characteristics of the wounds were noted. Magnetic resonance imaging of the foot was performed in all patients to diagnose osteomyelitis. All statistical analyses were done with the use of SPSS-16. RESULTS: PCT levels were 0.13 ± 0.02 ng/mili patients with osteomyelitis (n= 45) and 0.04 ± 0.02 ng/ml in patients without osteomyelitis (n= 45). PCT, Erythrocyte sedimentation rate and C-reactive protein was found significantly higher in patients with osteomyelitis (p< 0.001). The ROC curve was calculated for PCT. The area under the ROC curve for infection identification was 1 (p< 0.001). The best cut-off value for PCT was 0.085 ng/ml. Sensitivity, specificity, and positive and negative predictive values were 100%, 97.8%,97.8% and 100%, respectively. CONCLUSION: In this group of patients, PCT was useful to discriminate patients with bone infection. Also, Erythrocyte sedimentation rate and C-reactive protein can be used as a marker of osteomyelitis in diabetic patients.

scholarly journals A Systematic Approach to the Design and Characterization of a Smart Insole for Detecting Vertical Ground Reaction Force (vGRF) in Gait Analysis

Sensors ◽  
2020 ◽  
Vol 20 (4) ◽  
pp. 957 ◽  
Author(s):  
Anas M. Tahir ◽  
Muhammad E. H. Chowdhury ◽  
Amith Khandakar ◽  
Sara Al-Hamouz ◽  
Merna Abdalla ◽  
...  
Keyword(s):  
Gait Analysis ◽  
Reaction Force ◽  
Applied Pressure ◽  
Pressure Sensors ◽  
Clinical Diagnostics ◽  
Piezoelectric Sensors ◽  
Sensor Calibration ◽  
Vertical Ground Reaction Force ◽  
Vertical Ground ◽  
Smart Insole

Gait analysis is a systematic study of human locomotion, which can be utilized in various applications, such as rehabilitation, clinical diagnostics and sports activities. The various limitations such as cost, non-portability, long setup time, post-processing time etc., of the current gait analysis techniques have made them unfeasible for individual use. This led to an increase in research interest in developing smart insoles where wearable sensors can be employed to detect vertical ground reaction forces (vGRF) and other gait variables. Smart insoles are flexible, portable and comfortable for gait analysis, and can monitor plantar pressure frequently through embedded sensors that convert the applied pressure to an electrical signal that can be displayed and analyzed further. Several research teams are still working to improve the insoles’ features such as size, sensitivity of insoles sensors, durability, and the intelligence of insoles to monitor and control subjects’ gait by detecting various complications providing recommendation to enhance walking performance. Even though systematic sensor calibration approaches have been followed by different teams to calibrate insoles’ sensor, expensive calibration devices were used for calibration such as universal testing machines or infrared motion capture cameras equipped in motion analysis labs. This paper provides a systematic design and characterization procedure for three different pressure sensors: force-sensitive resistors (FSRs), ceramic piezoelectric sensors, and flexible piezoelectric sensors that can be used for detecting vGRF using a smart insole. A simple calibration method based on a load cell is presented as an alternative to the expensive calibration techniques. In addition, to evaluate the performance of the different sensors as a component for the smart insole, the acquired vGRF from different insoles were used to compare them. The results showed that the FSR is the most effective sensor among the three sensors for smart insole applications, whereas the piezoelectric sensors can be utilized in detecting the start and end of the gait cycle. This study will be useful for any research group in replicating the design of a customized smart insole for gait analysis.

scholarly journals A STUDY ON KNOWLEDGE, ATTITUDES, AND PRACTICES FOR THE PREVENTION OF DIABETIC FOOT IN RURAL TERTIARY CARE TEACHING HOSPITAL

2017 ◽  
Vol 9 (9) ◽  
pp. 138
Author(s):  
Gopal Teli ◽  
B. G. Ponnappa
Keyword(s):  
Diabetic Foot ◽  
Tertiary Care ◽  
Self Care ◽  
Research Centre ◽  
Care Practice ◽  
Diabetic Patients ◽  
Foot Care ◽  
Cross Sectional ◽  
Attitudes And Practices ◽  
The Mean

Objective: To assess the knowledge, attitude, and practice of diabetic patients regarding care of their own feet.Methods: This is a cross-sectional study conducted in the inpatient department of surgery at Adichunchanagiri hospital and research centre, B. G. Nagara, Karnataka, India from 1st Nov. 2016 to 31st Dec. 2016. The relation between gender and knowledge, attitude and practices of people with diabetes patients were compared by using the Chi-square test at 95% confidence interval at p<0.05.Results: Out of 51 patients, 72.54% were male and 27.46% female and 45.1% of the patients were in the age range 61-80 y. The mean SD of the age was 60.49±14.02. The mean SD of body weight of the patient was 66.17±8.54. The majority of the patients 45.1% were farmers and 41.7% were illiterate. Most of them did not know the practice of correct foot hygiene (39.22%) and what abnormalities observe in their feet (66.67%). We found that 90.2% patients were engaged in foot self-care practice and more than half of them (54.1%) always inspected their footwear before using it. Interestingly, more women were involved in foot care (100%) as compared to men (86.46%) but statistically not significant (p=0.147).Conclusion: We found that patients were not having sufficient knowledge about the correct hygiene of the foot, what abnormalities to observe in their feet and about ideal footwear. Even though females were showing interest towards self-care examination and foot care practice, it is essential that all the diabetic patients must be educated about the knowledge, attitude and foot self-care practice to prevent diabetic foot related complications.

scholarly journals Joint Consultation Clinic by Infectious Diseases Specialists and Podiatry team (ID-POD) Compliments the Care of Diabetic Patients with Foot Infections by Reducing Cost and Decreasing Outpatient Clinic Visits

2017 ◽  
Vol 4 (suppl_1) ◽  
pp. S328-S328
Author(s):  
Pushpalatha Bangalore Lingegowda ◽  
Say-Tat Ooi ◽  
Jyoti Somani ◽  
Chelsea Law ◽  
Boon Kiak Yeo
Keyword(s):  
Infectious Diseases ◽  
Diabetic Foot ◽  
Wound Care ◽  
Cost Savings ◽  
Outpatient Setting ◽  
Multidisciplinary Teams ◽  
Diabetic Patients ◽  
Wound Debridement ◽  
Diabetic Foot Infections ◽  
Before And After

Abstract Background Management of diabetic foot infections (DFI) is challenging and involves multidisciplinary teams to improve outcomes (1). Appropriate wound care of patients with DFI plays an important role in successfully curing infections and promote wound healing. In Singapore, Infectious Diseases (ID) specialists help in the management of DFI by recommending appropriate antibiotics for infected wounds while wound debridement are managed by Podiatrists (POD). When patients are hospitalized multidisciplinary teams including Vascular Surgery review patients. In the outpatient setting patients have multiple appointments including ID and Endocrinology etc. The time spent and costs incurred by patients for traveling to multiple appointments is considerable. A joint ID-POD clinic was initiated to reduce the cost and inconvenience for patients. Methods A joint weekly clinic was initiated in October’16 and the data was analyzed upto May’17. Finance was involved in deriving costs. The service costs for consultations payable by patients before and after the initiation of the joint clinic were compared. Results First 6 months experience of initiating the joint ID-POD clinic is reported. 35 unique patients had a total of 88 visits. 1/third of the patients had more than 2 visits to the joint clinic. For each visit to the joint clinic the patient paid 25% less compared with having separate clinics. The hospital lowered the service cost for the new clinic by 11%. This was done by minimizing the time involvement of the ID physician. Conclusion Joint ID-POD clinic for managing diabetic patients with foot infections revealed several advantages. Hospital outpatient visits for each patient decreased by 50% for those requiring care of both ID and POD, without compromising care. With the consolidation of care each individual patient had a cost savings of 25% for the joint consultation. This joint clinic while making it convenient for patients has revealed significant cost savings to patients especially for those requiring multiple visits. We recommend hospitals with high prevalence of Diabetes and Diabetic foot infections to consider joint ID-POD clinics to reduce hassle and increase saving for patients. Disclosures All authors: No reported disclosures.

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