Automated Extraction of Skin Wound Healing Biomarkers From In Vivo Label‐Free Multiphoton Microscopy Using Convolutional Neural Networks

2021 ◽  
Author(s):  
Jake D. Jones ◽  
Marcos R. Rodriguez ◽  
Kyle P. Quinn
Keyword(s):  
Neural Networks ◽  
Wound Healing ◽  
Convolutional Neural Networks ◽  
Multiphoton Microscopy ◽  
Skin Wound ◽  
Label Free ◽  
Automated Extraction ◽  
Skin Wound Healing

scholarly journals In vivo multiphoton microscopy detects longitudinal metabolic changes associated with delayed skin wound healing

2018 ◽  
Vol 1 (1) ◽  
Author(s):  
Jake D. Jones ◽  
Hallie E. Ramser ◽  
Alan E. Woessner ◽  
Kyle P. Quinn
Keyword(s):  
Wound Healing ◽  
Multiphoton Microscopy ◽  
Skin Wound ◽  
Metabolic Changes ◽  
Skin Wound Healing

scholarly journals Overexpression of the Oral Mucosa-Specific microRNA-31 Promotes Skin Wound Closure

2019 ◽  
Vol 20 (15) ◽  
pp. 3679 ◽  
Author(s):  
Lin Chen ◽  
Alyne Simões ◽  
Zujian Chen ◽  
Yan Zhao ◽  
Xinming Wu ◽  
...  
Keyword(s):  
Wound Healing ◽  
Oral Mucosa ◽  
Wound Closure ◽  
Expression Patterns ◽  
Skin Wound ◽  
Skin Wound Healing ◽  
Specific Expression ◽  
Keratinocyte Proliferation

Wounds within the oral mucosa are known to heal more rapidly than skin wounds. Recent studies suggest that differences in the microRNAome profiles may underlie the exceptional healing that occurs in oral mucosa. Here, we test whether skin wound-healing can be accelerating by increasing the levels of oral mucosa-specific microRNAs. A panel of 57 differentially expressed high expresser microRNAs were identified based on our previously published miR-seq dataset of paired skin and oral mucosal wound-healing [Sci. Rep. (2019) 9:7160]. These microRNAs were further grouped into 5 clusters based on their expression patterns, and their differential expression was confirmed by TaqMan-based quantification of LCM-captured epithelial cells from the wound edges. Of these 5 clusters, Cluster IV (consisting of 8 microRNAs, including miR-31) is most intriguing due to its tissue-specific expression pattern and temporal changes during wound-healing. The in vitro functional assays show that ectopic transfection of miR-31 consistently enhanced keratinocyte proliferation and migration. In vivo, miR-31 mimic treatment led to a statistically significant acceleration of wound closure. Our results demonstrate that wound-healing can be enhanced in skin through the overexpression of microRNAs that are highly expressed in the privileged healing response of the oral mucosa.

Abstract 13373: Exercise Improves Angiogenic Function of Circulating Exosomes in Type 2 Diabetes: Role of Extracellular SOD

Circulation ◽  
2020 ◽  
Vol 142 (Suppl_3) ◽  
Author(s):  
Kareem Abdelsaid ◽  
Sudhahar Varadarajan ◽  
Archita Das ◽  
Yutao Liu ◽  
Xuexiu Fang ◽  
...  
Keyword(s):  
Type 2 Diabetes ◽  
Wound Healing ◽  
Endothelial Dysfunction ◽  
Wound Repair ◽  
Cell Communication ◽  
Tube Formation ◽  
Skin Wound ◽  
Skin Wound Healing

Background: Exosomes, key mediators of cell-cell communication, derived from type 2 diabetes mellitus (T2DM) have detrimental effects. Exercise not only improves endothelial dysfunction and angiogenesis in T2DM but also induces secretion of exosomes into circulation. Extracellular superoxide dismutase (ecSOD) is a major secretory Cu containing antioxidant enzyme that catalyzes dismutation of O 2 •- to H 2 O 2 and its full activity requires Cu transporter ATP7A. We reported that ecSOD-derived H 2 O 2 in endothelial cells (ECs) enhances angiogenesis while impaired ATP7A-ecSOD axis in diabetes induces endothelial dysfunction. Here we examined whether exercise-derived exosomes (Exe-Exo) may have pro-angiogenic effects via regulating ATP7A-ecSOD axis in T2DM. Results: Two weeks of voluntary wheel exercise of control C57Bl6 mice increased plasma exosome levels (6.2-fold) characterized by Nanosight, TEM and exosome markers (CD63, CD81, Tsg101). Treatment of HUVECs with equal number of exosomes revealed that angiogenic responses such as EC migration (1.8-fold) and tube formation (1.7-fold) were significantly enhanced by Exe-Exo compared to sedentary-derived exosomes (Sed-Exo). This was associated with increased ATP7A (2.9-fold) and ecSOD (1.4-fold) expression in Exe-Exo. Sed-Exo from high fat-induced T2DM mice significantly decreased EC migration (40%) and tube formation (10%) as well as ATP7A expression (28%) compared to Sed-Exo from control mice, which were restored by T2DM Exe-Exo, but not by T2DM/ecSOD KO Exe-Exo. Furthermore, exosomes overexpressing ecSOD (ecSOD-Exo) which mimic exercise increased angiogenesis and H2O2 levels in ECs, which were inhibited by overexpression of catalase. In vivo, skin wound healing model showed that direct application of T2DM Sed-Exo delayed while T2DM Exe-Exo enhanced wound healing of control mice. Furthermore, defective wound healing in T2DM mice or ecSOD KO mice were rescued by ecSOD-Exo application. Conclusion: Exercise training improves pro-angiogenic function of circulating exosomes in T2DM via increasing ATP7A-ecSOD axis, which may provide an effective therapy for promoting angiogenesis and wound repair in metabolic and cardiovascular diseases.

scholarly journals Systemic and topical administration of spermidine accelerates skin wound healing

2020 ◽  
Author(s):  
Daisuke Ito ◽  
Hiroyasu Ito ◽  
Takayasu Ideta ◽  
Ayumu Kanbe ◽  
Soranobu Ninomiya ◽  
...  
Keyword(s):  
Cell Proliferation ◽  
Wound Healing ◽  
Wound Repair ◽  
Healing Process ◽  
Topical Administration ◽  
Skin Wound ◽  
Wound Healing Process ◽  
Skin Wound Healing

Abstract Background The skin wound healing process is regulated by various cytokines, chemokines, and growth factors. Recent reports have demonstrated that spermine/spermidine (SPD) promote wound healing through urokinase-type plasminogen activator (uPA)/uPA receptor (uPAR) signaling in vitro. Here, we investigated whether the systemic and topical administration of SPD would accelerate the skin wound-repair process in vivo.Methods A skin wound repair model was established using C57BL/6 J mice. SPD was mixed with white petrolatum for topical administration. For systemic administration, SPD mixed with drinking water was orally administered. Changes in wound size over time were calculated using digital photography.Results Systemic and topical SPD treatment significantly accelerated skin wound healing. The administration of SPD promoted the uPA/uPAR pathway in wound sites. Moreover, topical treatment with SPD enhanced the expression of IL-6 and TNF-α in wound sites. Scratch and cell proliferation assays revealed that SPD administration accelerated scratch wound closure and cell proliferation in vitro.Conclusion These results indicate that treatment with SPD promotes skin wound healing through activation of the uPA/uPAR pathway and induction of the inflammatory response in wound sites. The administration of SPD might contribute to new effective treatments to accelerate skin wound healing.

Different Trypanosoma cruzi calreticulin domains mediate migration and proliferation of fibroblasts in vitro and skin wound healing in vivo

2018 ◽  
Vol 310 (8) ◽  
pp. 639-650 ◽  
Author(s):  
Jose Ignacio Arias ◽  
Natalia Parra ◽  
Carolina Beato ◽  
Cristian Gabriel Torres ◽  
Christopher Hamilton-West ◽  
...  
Keyword(s):  
Wound Healing ◽  
Trypanosoma Cruzi ◽  
Skin Wound ◽  
Skin Wound Healing

scholarly journals Platelet-rich plasma accelerates skin wound healing by promoting re-epithelialization

2020 ◽  
Vol 8 ◽  
Author(s):  
Pengcheng Xu ◽  
Yaguang Wu ◽  
Lina Zhou ◽  
Zengjun Yang ◽  
Xiaorong Zhang ◽  
...  
Keyword(s):  
Wound Healing ◽  
Growth Factor ◽  
Wound Repair ◽  
Chronic Wounds ◽  
Platelet Rich Plasma ◽  
Skin Wound ◽  
Local Inflammation ◽  
Skin Wound Healing

Abstract Background Autologous platelet-rich plasma (PRP) has been suggested to be effective for wound healing. However, evidence for its use in patients with acute and chronic wounds remains insufficient. The aims of this study were to comprehensively examine the effectiveness, synergy and possible mechanism of PRP-mediated improvement of acute skin wound repair. Methods Full-thickness wounds were made on the back of C57/BL6 mice. PRP or saline solution as a control was administered to the wound area. Wound healing rate, local inflammation, angiogenesis, re-epithelialization and collagen deposition were measured at days 3, 5, 7 and 14 after skin injury. The biological character of epidermal stem cells (ESCs), which reflect the potential for re-epithelialization, was further evaluated in vitro and in vivo. Results PRP strongly improved skin wound healing, which was associated with regulation of local inflammation, enhancement of angiogenesis and re-epithelialization. PRP treatment significantly reduced the production of inflammatory cytokines interleukin-17A and interleukin-1β. An increase in the local vessel intensity and enhancement of re-epithelialization were also observed in animals with PRP administration and were associated with enhanced secretion of growth factors such as vascular endothelial growth factor and insulin-like growth factor-1. Moreover, PRP treatment ameliorated the survival and activated the migration and proliferation of primary cultured ESCs, and these effects were accompanied by the differentiation of ESCs into adult cells following the changes of CD49f and keratin 10 and keratin 14. Conclusion PRP improved skin wound healing by modulating inflammation and increasing angiogenesis and re-epithelialization. However, the underlying regulatory mechanism needs to be investigated in the future. Our data provide a preliminary theoretical foundation for the clinical administration of PRP in wound healing and skin regeneration.

scholarly journals Film Dressings Based on Hydrogels: Simultaneous and Sustained-Release of Bioactive Compounds with Wound Healing Properties

Pharmaceutics ◽  
2019 ◽  
Vol 11 (9) ◽  
pp. 447 ◽  
Author(s):  
Fabian Ávila-Salas ◽  
Adolfo Marican ◽  
Soledad Pinochet ◽  
Gustavo Carreño ◽  
Oscar Valdés ◽  
...  
Keyword(s):  
Wound Healing ◽  
Sustained Release ◽  
Bioactive Compounds ◽  
Target Therapy ◽  
Dicarboxylic Acids ◽  
Skin Wound ◽  
Dynamics Simulation ◽  
Skin Wound Healing

This research proposes the rational modeling, synthesis and evaluation of film dressing hydrogels based on polyvinyl alcohol crosslinked with 20 different kinds of dicarboxylic acids. These formulations would allow the sustained release of simultaneous bioactive compounds including allantoin, resveratrol, dexpanthenol and caffeic acid as a multi-target therapy in wound healing. Interaction energy calculations and molecular dynamics simulation studies allowed evaluating the intermolecular affinity of the above bioactive compounds by hydrogels crosslinked with the different dicarboxylic acids. According to the computational results, the hydrogels crosslinked with succinic, aspartic, maleic and malic acids were selected as the best candidates to be synthesized and evaluated experimentally. These four crosslinked hydrogels were prepared and characterized by FTIR, mechanical properties, SEM and equilibrium swelling ratio. The sustained release of the bioactive compounds from the film dressing was investigated in vitro and in vivo. The in vitro results indicate a good release profile for all four analyzed bioactive compounds. More importantly, in vivo experiments suggest that prepared formulations could considerably accelerate the healing rate of artificial wounds in rats. The histological studies show that these formulations help to successfully reconstruct and thicken epidermis during 14 days of wound healing. Moreover, the four film dressings developed and exhibited excellent biocompatibility. In conclusion, the novel film dressings based on hydrogels rationally designed with combinatorial and sustained release therapy could have significant promise as dressing materials for skin wound healing.

In vivo Optical Coherence Tomography of Mouse Skin Wound Healing

2008 ◽  
Author(s):  
Zhijia Yuan ◽  
Julia Zakehaleva ◽  
Hugang Ren ◽  
Weiliam Chen ◽  
Yingtian Pan
Keyword(s):  
Wound Healing ◽  
Optical Coherence Tomography ◽  
Mouse Skin ◽  
Skin Wound ◽  
Optical Coherence ◽  
Skin Wound Healing
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