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Sathisaran I. 3D printing and bioprinting in the battle against diabetes and its chronic complications. Front Bioeng Biotechnol 2024; 12:1363483. [PMID: 38863489 PMCID: PMC11165705 DOI: 10.3389/fbioe.2024.1363483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Accepted: 04/22/2024] [Indexed: 06/13/2024] Open
Abstract
Diabetes is a metabolic disorder characterized by high blood sugar. Uncontrolled blood glucose affects the circulatory system in an organism by intervening blood circulation. The high blood glucose can lead to macrovascular (large blood vessels) and microvascular (small blood vessels) complications. Due to this, the vital organs (notably brain, eyes, feet, heart, kidneys, lungs and nerves) get worsen in diabetic patients if not treated at the earliest. Therefore, acquiring treatment at an appropriate time is very important for managing diabetes and other complications that are caused due to diabetes. The root cause for the occurrence of various health complications in diabetic patients is the uncontrolled blood glucose levels. This review presents a consolidated account of the applications of various types of three-dimensional (3D) printing and bioprinting technologies in treating diabetes as well as the complications caused due to impaired blood glucose levels. Herein, the development of biosensors (for the diagnosis), oral drug formulations, transdermal drug carriers, orthotic insoles and scaffolds (for the treatment) are discussed. Next to this, the fabrication of 3D bioprinted organs and cell-seeded hydrogels (pancreas engineering for producing insulin and bone engineering for managing bone defects) are explained. As the final application, 3D bioprinting of diabetic disease models for high-throughput screening of ant-diabetic drugs are discussed. Lastly, the challenges and future perspective associated with the use of 3D printing and bioprinting technologies against diabetes and its related chronic complications have been put forward.
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Affiliation(s)
- Indumathi Sathisaran
- Department of Bioscience and Engineering, National Institute of Technology Calicut, Kozhikode, Kerala, India
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Castro-Martins P, Marques A, Coelho L, Vaz M, Costa JT. Plantar pressure thresholds as a strategy to prevent diabetic foot ulcers: A systematic review. Heliyon 2024; 10:e26161. [PMID: 38390156 PMCID: PMC10882031 DOI: 10.1016/j.heliyon.2024.e26161] [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: 05/30/2023] [Revised: 11/22/2023] [Accepted: 02/08/2024] [Indexed: 02/24/2024] Open
Abstract
Background The development of ulcers in the plantar region of the diabetic foot originates mainly from sites subjected to high pressure. The monitoring of these events using maximum allowable pressure thresholds is a fundamental procedure in the prevention of ulceration and its recurrence. Objective The aim of this review was to identify data in the literature that reveal an objective threshold of plantar pressure in the diabetic foot, where pressure is classified as promoting ulceration. The aim is not to determine the best and only pressure threshold for ulceration, but rather to clarify the threshold values most used in clinical practice and research, also considering the devices used and possible applications for offloading plantar pressure. Design A systematic review. Methods The search was performed in three electronic databases, by the PRISMA methodology, for studies that used a pressure threshold to minimize the risk of ulceration in the diabetic foot. The selected studies were subjected to eligibility criteria. Results Twenty-six studies were included in this review. Seven thresholds were identified, five of which are intended for the inside of the shoe: a threshold of average peak pressure of 200 kPa; 25 % and 40-80 % reduction from initial baseline pressure; 32-35 mm Hg for a capillary perfusion pressure; and a matrix of thresholds based on patient risk, shoe size and foot region. Two other thresholds are intended for the barefoot, 450 and 750 kPa. The threshold of 200 kPa of pressure inside the shoe is the most agreed upon among the studies. Regarding the prevention of ulceration and its recurrence, the efficacy of the proposed threshold matrix and the threshold of reducing baseline pressure by 40-80 % has not yet been evaluated, and the evidence for the remaining thresholds still needs further studies. Conclusions Some heterogeneity was found in the studies, especially regarding the measurement systems used, the number of regions of interest and the number of steps to be considered for the threshold. Even so, this review reveals the way forward to obtain a threshold indicative of an effective steppingstone in the prevention of diabetic foot ulcer.
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Affiliation(s)
- Pedro Castro-Martins
- CIETI, ISEP, Polytechnic of Porto, Portugal
- Faculty of Engineering, University of Porto, Portugal
| | - Arcelina Marques
- CIETI, ISEP, Polytechnic of Porto, Portugal
- Institute for Science and Innovation in Mechanical and Industrial Engineering, Porto, Portugal
| | - Luís Coelho
- CIETI, ISEP, Polytechnic of Porto, Portugal
- INESC-TEC, Centre for Robotics in Industry and Intelligent Systems, Porto, Portugal
| | - Mário Vaz
- Faculty of Engineering, University of Porto, Portugal
- Institute for Science and Innovation in Mechanical and Industrial Engineering, Porto, Portugal
| | - José Torres Costa
- Faculty of Engineering, University of Porto, Portugal
- Faculty of Medicine, University of Porto, Portugal
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Nickerson KA, Li EY, Telfer S, Ledoux WR, Muir BC. Exploring the mechanical properties of 3D-printed multilayer lattice structures for use in accommodative insoles. J Mech Behav Biomed Mater 2024; 150:106309. [PMID: 38088009 PMCID: PMC10842682 DOI: 10.1016/j.jmbbm.2023.106309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 12/01/2023] [Accepted: 12/03/2023] [Indexed: 12/20/2023]
Abstract
Full-contact insoles fabricated from multilayer foams are the standard of care (SoC) for offloading and redistributing high plantar pressures in individuals with diabetes at risk of plantar ulceration and subsequent lower limb amputation. These devices have regional variations in total thickness and layer thickness to create conformity with a patient's foot. Recent work has demonstrated that metamaterials can be tuned to match the mechanical properties of SoC insole foams. However, for devices fabricated using a multilayer lattice structure, having regional variations in total thickness and layer thickness may result in regional differences in mechanical properties that have yet to be investigated. Three lattices, two dual-layer and one uniform-layer lattice structure, designed to model the mechanical properties of SoC insoles, were 3D-printed at three structure/puck thicknesses representing typical regions seen in accommodative insoles. The pucks underwent cyclic compression testing, and the stiffness profiles were assessed. Three pucks at three structure/puck thicknesses fabricated from SoC foams were also tested. Initial evaluations suggested that for the latticed pucks, structure thickness and density inversely impacted puck stiffness. Behaving most like the SoC pucks, a dual-layer lattice that increased in density as structure thickness increased demonstrated consistent stiffness profiles across puck thicknesses. Identifying a lattice with constant mechanical properties at various structure thicknesses may be important to produce a conforming insole that emulates the standard of care from which patient-specific/regional lattice modulations can be made.
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Affiliation(s)
- Kimberly A Nickerson
- VA RR&D Center for Limb Loss and MoBility (CLiMB), VA Puget Sound Health Care System, 1660 S Columbian Way, MS 151, Seattle, WA, 98108, USA; Department of Mechanical Engineering, University of Washington, 3900 E Stevens Way NE, Box 352600, Seattle, WA, 98195, USA
| | - Ellen Y Li
- VA RR&D Center for Limb Loss and MoBility (CLiMB), VA Puget Sound Health Care System, 1660 S Columbian Way, MS 151, Seattle, WA, 98108, USA; Department of Mechanical Engineering, University of Washington, 3900 E Stevens Way NE, Box 352600, Seattle, WA, 98195, USA
| | - Scott Telfer
- VA RR&D Center for Limb Loss and MoBility (CLiMB), VA Puget Sound Health Care System, 1660 S Columbian Way, MS 151, Seattle, WA, 98108, USA; Department of Mechanical Engineering, University of Washington, 3900 E Stevens Way NE, Box 352600, Seattle, WA, 98195, USA; Department of Orthopedics and Sports Medicine, University of Washington, 1959 NE Pacific St., Box 356500, Seattle, WA, 98195, United States
| | - William R Ledoux
- VA RR&D Center for Limb Loss and MoBility (CLiMB), VA Puget Sound Health Care System, 1660 S Columbian Way, MS 151, Seattle, WA, 98108, USA; Department of Mechanical Engineering, University of Washington, 3900 E Stevens Way NE, Box 352600, Seattle, WA, 98195, USA; Department of Orthopedics and Sports Medicine, University of Washington, 1959 NE Pacific St., Box 356500, Seattle, WA, 98195, United States
| | - Brittney C Muir
- VA RR&D Center for Limb Loss and MoBility (CLiMB), VA Puget Sound Health Care System, 1660 S Columbian Way, MS 151, Seattle, WA, 98108, USA; Department of Mechanical Engineering, University of Washington, 3900 E Stevens Way NE, Box 352600, Seattle, WA, 98195, USA.
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Danko M, Sekac J, Dzivakova E, Zivcak J, Hudak R. 3D Printing of Individual Running Insoles - A Case Study. Orthop Res Rev 2023; 15:105-118. [PMID: 37275301 PMCID: PMC10237191 DOI: 10.2147/orr.s399624] [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: 12/10/2022] [Accepted: 05/03/2023] [Indexed: 06/07/2023] Open
Abstract
Purpose The study's starting point is to find a low-cost and best-fit solution for comfortable movement for a recreational runner with knee pain using an orthopedic device. It is a case study. The research aims to apply digitization, CAD/CAM tools, and 3D printing to create an individual 3D running insole. The objective is to incorporate flexible shape optimization would provide comfort reductions in foot plantar pressures in one subject with knee pain while running. The test hypothesis was if it is possible to make it from one material. For this purpose, we created a new digital workflow based on the Decision Tree method and analyzed pain and comfort scores during user testing of prototypes. Patient and Methods The input data were obtained during a professional examination by a specialist doctor in the orthopedic outpatient clinic in the motion laboratory (DIERS 4D Motion Lab, Germany) with the output of data on the proband's complex movement stereotype. Surface and volumetric data were obtained in the biomedical laboratory with the 3D scanner. We modified the digital 3D foot models in 3D mesh software, developed the design in SW Gensole (Gyrobot, UK), and finally incorporated the internal structure and the surface layer of the insole data of the knowledge from the medical examination, comfort analyses, and scientific studies findings. Results Four complete 3D-printed prototypes (n=4) with differences in density and correction elements were designed. All of them were fabricated on a 3D printer (Prusa i3 MK3S, Czech Republic) with flexible TPU material suitable for skin contact. The Participant tested each of them five times in the field during a workout and final insoles three months on the routine training. Conclusion A novel workflow was created for designing, producing, and testing full 3D-printed insoles. The product is fit for immediate use.
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Affiliation(s)
- Maria Danko
- Department of Biomedical Engineering and Measurement, Technical University of Kosice, Kosice, Slovak Republic
| | - Jan Sekac
- Department of Biomedical Engineering and Measurement, Technical University of Kosice, Kosice, Slovak Republic
| | - Eva Dzivakova
- Department of Biomedical Engineering and Measurement, Technical University of Kosice, Kosice, Slovak Republic
| | - Jozef Zivcak
- Department of Biomedical Engineering and Measurement, Technical University of Kosice, Kosice, Slovak Republic
| | - Radovan Hudak
- Department of Biomedical Engineering and Measurement, Technical University of Kosice, Kosice, Slovak Republic
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Graded stiffness offloading insoles better redistribute heel plantar pressure to protect the diabetic neuropathic foot. Gait Posture 2023; 101:28-34. [PMID: 36706604 DOI: 10.1016/j.gaitpost.2023.01.013] [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: 09/11/2022] [Revised: 01/09/2023] [Accepted: 01/18/2023] [Indexed: 01/26/2023]
Abstract
BACKGROUND Diabetic heel ulceration is a common, detrimental, and costly complication of diabetes. This study investigates a novel "graded-stiffness" offloading method, which consists of a heel support with increasing levels of stiffness materials to better redistribute plantar pressure for heel ulcer prevention and treatment. RESEARCH QUESTION Is the novel "graded-stiffness" solution better able to redistribute heel pressure and reduce focal stress concentration areas of the heel? METHODS Twenty healthy young men walked with four, 3D-printed, insole configurations. The configurations included the "graded-stiffness" insoles with and without an offloading hole under the heel tissue at risk for ulcerations and two conventional offloading supports of flat insoles with no offloading and simple holed offloading insoles. In-shoe plantar pressure was measured using the Pedar-X system. Peak pressure and pressure dose were measured at three heel regions: offloaded region, perimeter of offloaded region, and periphery region. RESULTS The simple offloading configuration reduced pressure at the offloaded region; however, pressure at the perimeter of the offloading region significantly increased. With respect to ANOVA, the "graded-stiffness" offloading configurations were more effective than existing tested solutions in reducing and redistributing heel peak pressure and pressure dose, considering all heel regions. SIGNIFICANCE The "graded-stiffness" offloading solution demonstrated a novel flexible and customized solution that can be manufactured on-demand through a precise selection of the graded-stiffness offloading location and material properties to fit the shape and size of the ulcer. This study is a follow-up in-vivo pilot study, in a healthy population group, to our previous computation modeling work that reported the efficiency of the "graded-stiffness" configuration, and which emphasizes its potential for streamlining and optimizing the prevention and treatment of diabetic heel ulcers.
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