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There is often a discrepancy between the strain required to activate mechanophores and incorporation in bulk materials, inhibiting these force sensors from many practical, commercial, and biological uses. The difference is particularly pronounced for biomimetic networks such as viscoelastic hydrogels, in which the distribution of strain is unclear due to dissipation. Here, we show that the activation of spiropyran mechanophores in alginate networks is related to cross-linking characteristics by comparing ionic and covalent bonds. Through a simple shear force setup using syringes and Bernoulli's principle, we observe higher activation of spiropyran in ionic gels, regardless of mechanical versus ultraviolet light stimulus. This may be predominantly driven by differences in network pretension due to swelling, as the ring-closing reaction of merocyanine to spiropyran was similarly affected. These insights shed new light on understanding force propagation in complex networks, leading to higher mechanophore sensitivities in biologically similar materials.
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http://dx.doi.org/10.1021/acs.jpcb.5c02492 | DOI Listing |
J Phys Chem B
September 2025
Materials Science and Engineering Department, Technion-Israel Institute of Technology, Haifa 3200003, Israel.
There is often a discrepancy between the strain required to activate mechanophores and incorporation in bulk materials, inhibiting these force sensors from many practical, commercial, and biological uses. The difference is particularly pronounced for biomimetic networks such as viscoelastic hydrogels, in which the distribution of strain is unclear due to dissipation. Here, we show that the activation of spiropyran mechanophores in alginate networks is related to cross-linking characteristics by comparing ionic and covalent bonds.
View Article and Find Full Text PDFEur J Cardiothorac Surg
March 2025
Department of Translational Medical Sciences, University of Campania "L. Vanvitelli", Unit of Cardiac Surgery, V. Monaldi Hospital, Naples, Italy.
Objectives: To assess whether ascending aorta over-angulation, a morphological feature recently found to be associated with acute type A aortic dissection, precedes dissection and how it affects wall stress distribution.
Methods: A baseline finite element model, previously created by a neural network tool from end-diastolic computed tomography angiography measurements in 124 healthy subjects, was modified to simulate the over-angulation accompanying aortic elongation, obtaining paradigmatic models with different ascending angulations (ascending-arch angle 145°-110°). The models were discretized and embedded in a deformable continuum representing surrounding tissues, aortic wall anisotropy and nonlinearity were accounted for, pre-tensioning at diastolic pressures was applied and peak systolic stresses were computed.
Adv Mater
January 2025
Department of Materials Science and Engineering, Southern University of Science and Technology, Shenzhen, Guangdong, 518055, China.
The mechanical properties at small length scales are not only significant for understanding the intriguing size-dependent behaviors but also critical for device applications. Nanoindentation via atomic force microscopy is widely used for small-scale mechanical testing, yet determining the Young's modulus of quasi-2D films from freestanding force-displacement curve of nanoindentation remains challenging, complicated by both bending and stretching that are highly nonlinear. To overcome these difficulties, a machine learning model is developed based on the back propagation (BP) neural network and finite element training to accurately determine the Young's modulus, pretension, and thickness of freestanding films from nanoindentation force-displacement curves simultaneously, improving the computational efficiency by two orders of magnitude over conventional brute force curve fitting.
View Article and Find Full Text PDFJ Mech Behav Biomed Mater
May 2023
Université de Lyon, ECL - ENISE, LTDS UMR 5513, France.
Human skin has a complex multilayer structure consisting of non-homogeneous, non-linear, viscoelastic and anisotropic materials subjected to in vivo natural pre-tension. This natural tension stems from networks of collagen and elastin fibers. The 3D organization of the collagen and elastin fibers underpins the multidirectional natural tensions in the skin volume while the state of the networks formed influences the surface topography of the skin.
View Article and Find Full Text PDFHumanit Soc Sci Commun
February 2023
Department of International Relations, Bangladesh University of Professionals (BUP), Dhaka, Bangladesh.
Frequently called the most persecuted minority in the world, the Rohingyas have suffered systematic violence and oppression in Myanmar since the 1970s. Today, the vast majority of the nearly three million Rohingyas are in exile, escaping state-sponsored human rights violations and persecution in the Rakhine state of Myanmar-a place they call "home". Neighbouring Bangladesh, which currently hosts over a million displaced Rohingya, has been a 'sanctuary' for at least the last four decades.
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