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Gruenerbel L, Heinrich F, Böhlhoff-Martin J, Röper L, Machens HG, Gruenerbel A, Schillinger M, Kist A, Wenninger F, Richter M, Steinbacher L. Wearable Prophylaxis Tool for AI-Driven Identification of Early Warning Patterns of Pressure Ulcers. Bioengineering (Basel) 2023; 10:1125. [PMID: 37892855 PMCID: PMC10603913 DOI: 10.3390/bioengineering10101125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 09/01/2023] [Accepted: 09/18/2023] [Indexed: 10/29/2023] Open
Abstract
As today's society ages, age-related diseases become more frequent. One very common but yet preventable disease is the development of pressure ulcers (PUs). PUs can occur if tissue is exposed to a long-lasting pressure load, e.g., lying on tissue without turning. The cure of PUs requires intensive care, especially for the elderly or people with preexisting conditions whose tissue needs longer healing times. The consequences are heavy suffering for the patient and extreme costs for the health care system. To avoid these consequences, our objective is to develop a pressure ulcer prophylaxis device. For that, we built a new sensor system able to monitor the pressure load and tissue vital signs in immediate local proximity at patient's predilection sites. In the clinical study, we found several indicators showing correlations between tissue perfusion and the risk of PU development, including strongly reduced SpO2 levels in body tissue prior to a diagnosed PU. Finally, we propose a prophylaxis system that allows for the prediction of PU developments in early stages before they become visible. This work is the first step in generating an effective system to warn patients or caregivers about developing PUs and taking appropriate preventative measures. Widespread application could reduce patient suffering and lead to substantial cost savings.
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Affiliation(s)
- Lorenz Gruenerbel
- Fraunhofer Institute for Electronic Microsystems and Solid State Technologies EMFT, 80686 Munich, Germany; (F.W.); (M.R.)
| | - Ferdinand Heinrich
- Fraunhofer Institute for Electronic Microsystems and Solid State Technologies EMFT, 80686 Munich, Germany; (F.W.); (M.R.)
| | - Jonathan Böhlhoff-Martin
- Department for Plastic Surgery and Hand Surgery, Technical University Munich, Hospital Rechts der Isar MRI, 81675 Munich, Germany (L.S.)
| | - Lynn Röper
- Department for Plastic Surgery and Hand Surgery, Technical University Munich, Hospital Rechts der Isar MRI, 81675 Munich, Germany (L.S.)
| | - Hans-Günther Machens
- Department for Plastic Surgery and Hand Surgery, Technical University Munich, Hospital Rechts der Isar MRI, 81675 Munich, Germany (L.S.)
| | | | - Moritz Schillinger
- Artificial Intelligence in Communication Disorders, Friedrich-Alexander-University Erlangen-Nürnberg, 91054 Erlangen, Germany (A.K.)
| | - Andreas Kist
- Artificial Intelligence in Communication Disorders, Friedrich-Alexander-University Erlangen-Nürnberg, 91054 Erlangen, Germany (A.K.)
| | - Franz Wenninger
- Fraunhofer Institute for Electronic Microsystems and Solid State Technologies EMFT, 80686 Munich, Germany; (F.W.); (M.R.)
| | - Martin Richter
- Fraunhofer Institute for Electronic Microsystems and Solid State Technologies EMFT, 80686 Munich, Germany; (F.W.); (M.R.)
| | - Leonard Steinbacher
- Department for Plastic Surgery and Hand Surgery, Technical University Munich, Hospital Rechts der Isar MRI, 81675 Munich, Germany (L.S.)
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Lupiáñez-Pérez I, Gómez-González AJ, Morilla-Herrera JC, Marfil-Gómez R, León-Campos Á, Caro-Bautista J, Villa-Estrada F, Aranda-Gallardo M, Moya-Suárez AB, Morales-Asencio JM. A protocol for a randomized trial measuring flowmetry in risk areas for pressure ulcer: Hyperoxygenated fatty acids vs olive oil. J Tissue Viability 2022; 31:501-505. [DOI: 10.1016/j.jtv.2022.05.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 05/10/2022] [Accepted: 05/20/2022] [Indexed: 11/16/2022]
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Lupiáñez-Pérez I, Gómez-González AJ, Marfil-Gómez RM, Morales-Asencio JM, García-Mayor S, León-Campos Á, Kaknani-Uttumchandani S, Moya-Suárez AB, Aranda-Gallardo M, Morilla-Herrera JC. Tissue temperature, flux and oxygen of sacral and trochanteric area under pressure of healthy subjects: A quasi-experimental study. J Tissue Viability 2021; 30:207-215. [PMID: 33487523 DOI: 10.1016/j.jtv.2021.01.006] [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: 09/01/2020] [Revised: 11/20/2020] [Accepted: 01/08/2021] [Indexed: 10/22/2022]
Abstract
AIM To evaluate the changes that take place in the perfusion, oxygenation and local temperature of the skin of the sacrum and trochanter when subjected to direct pressure for 2 h. METHODS Quasi-experimental study in the preclinical phase with healthy subjects acting as their own controls (intrasubject control). The outcome variables were measured with a laser Doppler system (local temperature and oxygenation) and by near-infrared spectroscopy (perfusion). The pressure exerted was measured with a capacitive pressure sensor. No more than one week elapsed between the sacrum and trochanter measurements. RESULTS The study sample consisted of 18 persons. The comparative analysis of the fluctuations in the parameters measured on the skin of the trochanters and sacrum, according to the time elapsed, revealed a statistically significant increase in temperature and in the pressure exerted. On the other hand, the changes in capillary blood flow and in SaO2 were not statistically significant. CONCLUSION Our study results show that changes found in terms of temperature and pressure should be taking into account when planning personalised repositioning to patients according to biomechanical and biological situations that vary between anatomical areas. In future research, the changes reported could be evaluated in patients with risk factors for the development of pressure ulcers, thus facilitating the introduction of more personalised planning in the care and prevention of these injuries.
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Affiliation(s)
- Inmaculada Lupiáñez-Pérez
- University of Malaga, Faculty of Health Sciences, C/Arquitecto Francisco Peñalosa, 3, Campus Universitario de Teatinos, 29071, Málaga, Spain; Instituto de Investigación Biomédica de Málaga (IBIMA), C/Dr. Miguel Díaz Recio, 28, 29010, Málaga, Spain; District of Primary Health Care Malaga-Guadalhorce, Spain
| | - Alberto J Gómez-González
- University of Malaga, Faculty of Health Sciences, C/Arquitecto Francisco Peñalosa, 3, Campus Universitario de Teatinos, 29071, Málaga, Spain
| | - Raquel M Marfil-Gómez
- University of Malaga, Faculty of Health Sciences, C/Arquitecto Francisco Peñalosa, 3, Campus Universitario de Teatinos, 29071, Málaga, Spain
| | - José M Morales-Asencio
- University of Malaga, Faculty of Health Sciences, C/Arquitecto Francisco Peñalosa, 3, Campus Universitario de Teatinos, 29071, Málaga, Spain; Instituto de Investigación Biomédica de Málaga (IBIMA), C/Dr. Miguel Díaz Recio, 28, 29010, Málaga, Spain
| | - Silvia García-Mayor
- University of Malaga, Faculty of Health Sciences, C/Arquitecto Francisco Peñalosa, 3, Campus Universitario de Teatinos, 29071, Málaga, Spain; Instituto de Investigación Biomédica de Málaga (IBIMA), C/Dr. Miguel Díaz Recio, 28, 29010, Málaga, Spain.
| | - Álvaro León-Campos
- University of Malaga, Faculty of Health Sciences, C/Arquitecto Francisco Peñalosa, 3, Campus Universitario de Teatinos, 29071, Málaga, Spain; Instituto de Investigación Biomédica de Málaga (IBIMA), C/Dr. Miguel Díaz Recio, 28, 29010, Málaga, Spain
| | - Shakira Kaknani-Uttumchandani
- University of Malaga, Faculty of Health Sciences, C/Arquitecto Francisco Peñalosa, 3, Campus Universitario de Teatinos, 29071, Málaga, Spain; Instituto de Investigación Biomédica de Málaga (IBIMA), C/Dr. Miguel Díaz Recio, 28, 29010, Málaga, Spain
| | - Ana B Moya-Suárez
- Instituto de Investigación Biomédica de Málaga (IBIMA), C/Dr. Miguel Díaz Recio, 28, 29010, Málaga, Spain; Agencia Sanitaria Costa Del Sol, A-7, Km 187, 29603, Marbella, Málaga, Spain
| | - Marta Aranda-Gallardo
- University of Malaga, Faculty of Health Sciences, C/Arquitecto Francisco Peñalosa, 3, Campus Universitario de Teatinos, 29071, Málaga, Spain; Instituto de Investigación Biomédica de Málaga (IBIMA), C/Dr. Miguel Díaz Recio, 28, 29010, Málaga, Spain; Agencia Sanitaria Costa Del Sol, A-7, Km 187, 29603, Marbella, Málaga, Spain
| | - Juan C Morilla-Herrera
- University of Malaga, Faculty of Health Sciences, C/Arquitecto Francisco Peñalosa, 3, Campus Universitario de Teatinos, 29071, Málaga, Spain; Instituto de Investigación Biomédica de Málaga (IBIMA), C/Dr. Miguel Díaz Recio, 28, 29010, Málaga, Spain; District of Primary Health Care Malaga-Guadalhorce, Spain
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