Literature DB >> 32214835

Effects of Topical Insulin on Wound Healing: A Review of Animal and Human Evidences.

Jiao Wang1, Jixiong Xu1.   

Abstract

Wound healing is a complex biological process that repairs damaged tissues and restores skin integrity. Insulin, a potent factor of wound healing, has been reported for nearly a century to induce rapid recovery of various wounds, as shown by numerous human and animal studies. Although many studies have addressed the healing effect of systemic insulin on burn wound, only few have investigated the efficacy of topical insulin. Thus, this study aimed to review evidence of the effects of topical insulin on wound healing, including on diabetic and non-diabetic wounds. The presented animal and clinical studies support that topical insulin improves wound healing through several mechanisms without causing side effects. Additionally, various wound dressings accelerate the wound healing with controlled and sustained delivery of bioactive insulin. Therefore, topical insulin has been appreciated in field of wound healing, and further studies are needed to improve our understanding of the role of insulin in the healing of various wounds.
© 2020 Wang and Xu.

Entities:  

Keywords:  insulin therapy; review; wound healing

Year:  2020        PMID: 32214835      PMCID: PMC7078652          DOI: 10.2147/DMSO.S237294

Source DB:  PubMed          Journal:  Diabetes Metab Syndr Obes        ISSN: 1178-7007            Impact factor:   3.168


Introduction

Wounds are often classified into acute wounds, such as surgical and burn wounds, and chronic wounds, such as diabetic foot ulcers and pressure ulcers. Diabetes mellitus is a main reason for chronic and non-healing wounds. In the United States, chronic wounds affect approximately 6.5 million patients, and approximately $25 billion is spent annually on treatment of these wounds.1 Thus, wound healing is increasingly recognized as a public health concern. Although growth factors and stem cells have shown efficacy in promoting wound healing,2–4 these therapies are highly expensive and their safety remains to be evaluated. Therefore, low-cost and safe strategies to improve wound healing will be of great social and economic value. A previous study has shown that insulin plays a vital role in wound healing.5 Insulin is a peptide hormone and growth factor that can restore damaged skin.6,7 In addition, because of its low cost, incorporation of insulin in wound dressings can be a desirable remedy to accelerate healing.8 In fact, systemic insulin treatment reduces infections after surgical procedures in diabetic patients and improves healing of pressure ulcers;9 however, this treatment has a drawback of inducing hypoglycemia and hypokalemia. In contrast, topical insulin improves wound healing without changing blood glucose levels in diabetic and non-diabetic patients.10 Hrynyk et al have reviewed an early evidence of insulin affecting the recovery of burn wound.11 Although many studies have addressed the healing effect of systemic insulin on burn wounds, only few have investigated the efficacy of topical insulin. Therefore, this study aimed to review evidence of the effect of topical insulin on wound healing, including on diabetic and non-diabetic wounds.

The Biology of Wound Healing

Wound healing comprises several overlapping phases: hemostasis, inflammation, proliferation, and remodeling. Hemostasis is the first step of the healing process after an injury. The major factors affecting this phase are vasoconstriction, platelet degranulation and aggregation, and fibrin deposition.12 The inflammation phase is characterized by increased capillary permeability and cell migration to the wound tissue. Neutrophils are the first cells infiltrating the injured tissue to sterilize the wounds and release proteases to eliminate denatured extracellular matrix (ECM).13 Thereafter, monocytes are transformed into macrophages as they enter the wound site, regulated by monocyte chemotactic protein-1 (MCP-1), growth factor-β (TGF-β), and other cytokines.14 These cells are associated not only with the inflammatory response but also with fibrin clot resolution, angiogenesis, and re-epithelialization. The cardinal features of the proliferative phase are re-epithelialization, angiogenesis, and fibroplasia. Epidermal restoration begins with the migration and proliferation of keratinocytes stimulated by growth factor-α (TGF-α).15 Angiogenesis is mainly promoted by cytokines, such as TGF-β and vascular epidermal growth factor (VEGF).14 Fibroblasts migrate, proliferate, and produce ECM components, leading to formation of granulation tissue within the wound site. The final phase of wound healing is tissue remodeling, which continues for 6 to 24 months after the initial injury. This phase involves vascular regression and granulation tissue remodeling, in addition to formation of new ECM components.

Mechanisms of the Effect of Topical Insulin on Wound Healing

Topical insulin improves wound healing by regulating oxidative and inflammatory responses. Insulin treatment decreases the levels of reactive oxygen species, which can induce deleterious effects on lipids, proteins, and DNA in burn wounds in rats.16 In addition, topical insulin induces early recruitment of neutrophils and exerts anti–inflammatory effect in wounds by increasing the number of M2 macrophages and IL-10 levels to eliminate dead tissues.17 In vitro, insulin facilitates chemotaxis and phagocytosis of macrophages, as well as secretion of inflammatory mediators by regulating MCP-1 expression at wound sites.17 Moreover, topical application of insulin on skin wounds enhances keratinocyte migration, accelerates re-epithelialization, and increases fibroblastic reaction. Insulin-induced keratinocyte migration and differentiation are insulin receptor-dependent, but EGFR-dependent; moreover, this effect is mediated through the PI3K-Akt-Rac1 pathway.18 Topical insulin treatment on burnt skin improves collagen deposition and maturation, as evidenced by increased hydroxyproline levels.16 In addition to regulating re-epithelialization and inflammatory responses at wound tissues, insulin also exerts angiogenic effect on wounds. Topical insulin increases the number of newly formed blood vessels in healing tissues.16 Furthermore, subcutaneous injection of insulin stimulates microvascular endothelial cell migration and endothelial tube formation. These biological effects are associated with PI3K-Akt-SREBP1 signaling.19 In addition, there is growing evidence that topical insulin has pro-angiogenic and vessel-maturating effects on diabetic wounds, probably by restoring impaired insulin signaling, such as the PI3K/Akt and MAPK/ERK pathways, and increasing the expression of VEGF and angiopoietin-1.20

Evidence of Topical Insulin for Wound Healing

Topical application of insulin for wound healing can be traced back to the 60s and 70s.21 The use of topical insulin to heal wounds decreased after that era, but few studies have been performed until the late 90s. Recently, insulin solutions, sprays, cream, and dressings have been successfully used to treat diabetic and non-diabetic wounds.22 Furthermore, topical insulin has continuously garnered attention with the development of more advanced materials for long-term release of bioactive insulin. The importance of topical insulin in wound healing was summarized in Figure 1.
Figure 1

The summary of topical insulin in wound healing. The application of topical insulin consists of local injection, insulin spray and cream, and dressing delivery system. This study includes 15 animal studies and 10 clinical studies of topical insulin for wounds. The results exhibited that topical insulin can improve wound closure, reduce wound healing time, and improve wound remodeling through modifying inflammation, accelerating epithelialization and neovascularization. No adverse systemic effects (hypoglycemia, hypokalemia, hypoaminoacidemia) and adverse local effects (infection, pain, allergenicity) were observed.

The summary of topical insulin in wound healing. The application of topical insulin consists of local injection, insulin spray and cream, and dressing delivery system. This study includes 15 animal studies and 10 clinical studies of topical insulin for wounds. The results exhibited that topical insulin can improve wound closure, reduce wound healing time, and improve wound remodeling through modifying inflammation, accelerating epithelialization and neovascularization. No adverse systemic effects (hypoglycemia, hypokalemia, hypoaminoacidemia) and adverse local effects (infection, pain, allergenicity) were observed.

Animal Studies

Zhang et al (2007) identified that local injection of long-acting insulin zinc suspension (0.25U) accelerates wound healing in skin transplant site without causing systemic side effects.23 The authors injected insulin into five sites around the base of the wound every other day, and the wound healing time was 11.2±2.3 days, which was faster than that in the control group (15.1±4.1 days; p=0.02). Similarly, Zagon et al (2007) administered eyedrops containing 1, 2, and 5 U of insulin to diabetic rats with corneal abrasion four times daily for 7 days, resulting in faster corneal re-epithelialization and smaller wounds size than those in the control group, without changing serum glucose level, corneal thickness and intraocular pressure.24 The study showed that topical insulin treatment promotes healing of the ocular surface epithelium following corneal wounds. In addition, Cruz-Cazarim et al (2019) reported that insulin-loaded microparticulate (50μL, 1 IU/mL insulin) applied daily in each eye for 15 days normalized tear fluid volume, corneal thickness, and protected corneal cells morphology in diabetic rat with dry eye syndrome and corneal injuries.25 Given the cost and easy administration of insulin, some studies have evaluated the efficacy of insulin solution or cream in wound healing. Apikoglu et al (2010) showed that application of insulin solution twice daily for 15 days enhances wound healing in diabetic and non-diabetic rats by shortening the time needed for complete epithelialization.26 Negrini et al (2017) also showed that insulin solution promotes healing in Trachemys scripta elegans with second-intention wounds.27 In addition, Chen et al (2012) reported that closure time of excision wound was reduced from 7 to 5 days in insulin solution-treated animals, and this finding is associated with improved inflammatory response, re-epithelization, and collagen remodeling in the wounds of the insulin-treated group.17 Likewise, Lima et al (2012) reported that insulin cream (0.5 U/100 g) applied daily for 8 days reduces wound healing time in diabetic rats by reversing defective AKT and ERK signal transduction.20 Moreover, the treatment also increases the expression of VEGF and stromal cell-derived factor 1α in wounded tissue. Azevedo et al (2016) also investigated the effect of insulin cream (0.5 U/100 g) applied daily for 26 days on second-degree burns in control and diabetic rats; the results showed that insulin cream increases inflammatory cell infiltration, and collagen deposition in diabetic rats, whereas non-diabetic rats show no such effects.28 To realize sustained and dynamic release of bioactive insulin, biomaterials as wound dressings have attracted increasing attention in recent years. Zhao et al (2017) evaluated the efficacy of hydrogels containing insulin and fibroblasts as bioactive dressings for diabetic rats.8 Notably, the release of insulin from hydrogels was accelerated by increased the glucose level and decreased the media PH. The results revealed that application of insulin and fibroblast-incorporated hydrogels enhances the healing process of diabetic wounds on day 6 after wounding than PBS incorporated hydrogels with increased neovascularization and collagen deposition. In addition, Besson et al (2017) explored the effect of insulin (50U) complexed with cyclodextrins on excisional skin wounds.29 The highest concentration of serum insulin was detected at four and seven days in wounds treated with the complex, whereas serum insulin was not detected in wounds treated with insulin gel. The insulin and complexed gels significantly stimulated the proliferation of keratinocytes after four days of treatment; however, this effect kept at seven days only in wounds treated with complexed gels. They also found that neovascularization was more constant and prolonged with slower release of complexed insulin. Recently, insulin delivery systems, such as nanoparticles and nanofibrous scaffolds are the promising strategies for wound healing. Abdelkader et al (2018) compared the efficacy of insulin in its free and nano-encapsulated forms in diabetic and non-diabetic rats with newly excised wound.30 The results showed that encapsulated insulin increases healing rate in non-diabetic wounds, whereas free insulin shows no such effect. In the diabetic cohort, both free insulin and nano-encapsulated insulin improve wound healing, compared to the controls. Ehterami et al (2018) studied the effect of wound dressing loaded with insulin-chitosan nanoparticles on the healing of cutaneous wounds in rats.31 The results showed that the wounds covered with this dressing reached nearly full closure, compared with those covered with sterile gauze, which exhibited only nearly 45% of wound size reduction. This nanoparticle-loaded wound dressing not only realizes slow release of insulin but also successfully enhances the proliferation of mouse fibroblasts. Similarly, Kaur et al (2019) reported silver nanoparticles with insulin accelerated diabetic wound healing by modulating pro- and anti–inflammatory cytokines balance at wound site.32 Lee et al (2019) reported core-shell insulin-loaded nanofibrous scaffolds accelerated diabetic wound repair through promoting epithelialization.33 Additionally, Li et al (2019) reported human hair keratin-conjugated insulin promoted wound healing in rats with full-thickness wound by stimulating cellular migration.34 Taken together, these studies indicate that insulin-loaded dressings can improve wound healing in a sustained release manner. The aforementioned animal studies are summarized in Table 1.
Table 1

The Characteristics of Included Animal Studies

Wound TypeInsulin FormDosageRoute of ApplicationObservation TimeFindingsReference
Skin donor site woundsLong-acting insulin-zinc suspension0.25U, every other dayLocal subcutaneous injectionAt days 0 to days 12Local injection of insulin accelerated wound healing in skin transplant site without causing systemic side effects.[23]
Diabetic corneal abrasionBovine insulin solution20μL, 4 times daily for 7 daysTopicalAt 16, 24, 40 hrs and 14 days post injuryTopical insulin reduced wound size by improving epithelialization without hypoglycemic risk.[24]
Diabetic dry eye syndrome and corneal injuriesChitosan microparticles with human recombinant insulin50μL, daily for 15 daysTopicalAt days 0, 5, 10 and 15Topical insulin normalized tear fluid volume, corneal thickness, and protected corneal cells morphology.[25]
Diabetic and non-diabetic cutaneous woundsRegular human insulin20μL, twice daily for 15 daysTopicalAt days 15 post-woundsTopical insulin accelerated wound healing in rats with or without diabetes.[26]
Second-intention woundsPorcine insulin solution diluted in glycerol5 IU/mL,daily for 7 daysTopicalAt days 2, 7, 14, 21 and 28Topical insulin modified the inflammatory response and promoted wound healing.[27]
Excision woundsBovine insulin0.03U diluted in 20 mL saline,daily for 7 daysTopicalAt days 1, 2, 3, 5 and 7Topical insulin improved epithelization, and collagen remodeling.[17]
Diabetic excision woundsHuman regular insulin cream0.5 U/100 g, daily for 8 daysTopicalAt days 4 and 8Topical insulin reduced the wound healing time of diabetic rats.[20]
Diabetic burnHuman regular insulin cream0.5 U/100 g, daily for 26 daysTopicalAt days 7, 14, and 26Insulin cream decreased inflammatory cell infiltration, and increased collagen deposition in diabetic rats.[28]
Diabetic full-thickness skin woundsHydrogel with insulin solution0.5 mL,daily for 18 daysTopicalAt days 6, 12, and 18Hydrogel with insulin promoted neovascularization and collagen deposition, and thus enhance the diabetic wound healing.[8]
Excisional skin woundsHuman recombinant insulin complexed with cyclodextrins50U, daily for 14 daysTopicalAt days 4, 7, 10, and 14Insulin complexed with cyclodextrins stimulated epithelialization and neovascularization of skin wound healing in rats.[29]
Diabetic and non-diabetic excised woundsNanoparticles with recombinant human insulin5.2 × 10−3 μM, sustained releaseTopicalAt days 12 and 16nano-encapsulated insulin improved wound healing in rats with diabetic and non-diabetic wounds.[30]
Full-thickness excision woundsInsulin-loaded chitosanSustained releaseTopicalAt days 7 and 14insulin-loaded chitosan dressing accelerated wound closure.[31]
Diabetic full-thickness excision woundsNanoparticles with human recombinant insulin50μL, sustained releaseTopicalAt days 5 and 11Topical insulin promoted wound remodeling by modulating inflammatory cytokines balance at wound site.[32]
Diabetic full-thickness excision woundsNanofibrous scaffolds with glargine1mL, sustained releaseTopicalAt days 3, 7 and 14Topical insulin promoted diabetic wound repair through epithelialization[33]
Full-thickness excision woundskeratin-conjugated insulin hydrogel0.1 U/mL, sustained releaseTopicalAt days 7, 14 and 21Human hair keratin-conjugated insulin promoted wound healing by stimulating cellular migration[34]
The Characteristics of Included Animal Studies

Clinical Studies

Van Ort and Gerber (1976) conducted a pilot study to evaluate the effect of topical insulin on decubitus ulcers.35 Six experimental subjects were treated with routine supportive nursing care + regular insulin (10 U) twice daily for 5 days, and eight control subjects only received routine supportive nursing care. There was significant difference in wound healing rate between the treatment and control groups by the 15th day with no adverse events and hypoglycemia. The results suggested that insulin is a safe and effective agent for healing small, uncomplicated decubitus ulcers. Rezvani et al (2009) performed a randomized, double-blind, placebo-controlled trial to determine the effect of topical insulin in 45 patients with non-infected acute and chronic extremity wounds.36 Subjects were randomly administered crystalline insulin sprays (10 U) or saline solution twice daily. The mean rate of healing rate was 46.09 mm2/day in the treatment group and 32.24 mm2/day in the control group (P =0.029), independent of baseline wound size. No signs or symptoms of hypoglycemia were observed in treatment groups or following application of the insulin. No wound infection or uncontrolled wound bleeding occurred during the treatment period and none of the subjects had local pain. These inconsistent results may be contributed to insulin dosage and form. Attia et al (2014) compared the efficacies of topical regular crystalline insulin (containing zinc), aqueous zinc chloride solution, and saline in healing open, uncomplicated cutaneous wounds.37 Ninety patients were randomly divided into three groups: regular insulin group (group I), aqueous zinc chloride solution group (group II), and saline group (group III). Group I and II show enhanced wound healing compared to the control group; however, regular insulin shows higher efficacy than aqueous zinc solution. There was no significant difference in glucose levels pre- and post-application. Moreover, Stephen et al (2016) conducted a randomized, controlled trial to compare the effect of normal saline-impregnated gauze and insulin dressing on pressure ulcer.38 Fifty participants were randomized to receive either normal saline dressing gauze or insulin dressing twice daily for 7 days. By the 7th day, the mean wound area had decreased from 9.61 ± 6.39 cm2 (day 1) to 6.24 ± 4.33 cm2 (P <0.01) in the insulin group, and from 11.79 ± 8.97 cm2 (day 1) to 11.43 ± 9.06 cm2 in the saline group (P = 0.566). No adverse events or changes in glucose levels were observed in both groups. These studies evaluated adverse systemic effects such as hypoglycemia, hypokalemia, hypoaminoacidemia, vertigo, and headache, as well as adverse local effects such as wound infection, bleeding, allergenicity, and pain related to insulin administration. Collectively, these studies suggested that treatment with topical insulin is safe and effective for non-diabetic wounds. Several studies have explored the effect of topical insulin in diabetic wound healing. Lima et al (2012) conducted a double-blind placebo-controlled clinical trial to evaluate the effect of topical insulin in 22 patients with diabetic wounds.20 Subjects were randomly assigned to receive treatment with insulin cream (n=11) or placebo cream (n=11) for 8 weeks. By the end of the 8th week, the 10 patients who received insulin cream presented a significant improvement in wound healing, whereas the placebo group showed no such effect. Martinez et al (2013) investigated the effect of local insulin administration in 8 diabetic patients with acute and chronic diabetic wounds.39 Half of the wound surface in each patient was treated with insulin (10 U) daily for 14 days, whereas the other half was not treated with insulin. There were significant differences in the number of vessels, percentage of fibrosis, and mean temperature between the insulin-treated and placebo sides. Five years later, Martinez’s group conducted a similar study in 10 patients with full-thickness acute wounds.40 A significant difference in new vessel growth was observed in the insulin-treated site, compared to the saline-treated site; however, there was no significant difference in fibrosis percentage between the two zones. In addition, Zhang et al (2016) explored the effect of local insulin injection on systemic blood glucose level and wound healing in patients with diabetic foot ulcer.41 The authors injected one-half of the calculated insulin dose into the base of ulcer and injected the other half subcutaneously into the abdomen of the experimental group (n=18), whereas the control group (n=14) was subcutaneously injected with the full insulin dose to abdomen twice daily for 7 days. The insulin group showed significantly enhanced formation of granulation tissue and new vessels, compared to the control group; however, the level of fasting blood glucose in both groups was not significantly different. Recently, insulin delivery system, such as liposomal chitosan gel applied in wound healing have been extensively investigated. Bhittani et al (2019) conducted a double-blind placebo-controlled clinical trial to assess the effect of topical insulin in 110 patients with diabetic foot ulcers.42 Subjects were assigned to receive treatment with insulin gauze dressings (n=55) or saline gauze dressings (n=55) for 2 weeks. By the end of the 2nd week, the mean wound diameter was 2.46 ± 0.57 cm in the topical insulin group, while it was 3.90 ± 0.76 cm in the saline group (P = 0.022). Dawoud et al (2019) explored the effect of insulin mucoadhesive liposomal gel on patients with chronic wounds in different parts of the body.43 Patients were randomly assigned to receive treatment with insulin-loaded liposomal chitosan gel (n=10) or liposomal chitosan gel (n=5) daily for 8 weeks. The results showed a significant improvement of wound healing rate in the test group (36.67±12.179 mm2/day) than the control group (2.27±1.034 mm2/day), with magnificent reduction in the erythema of the ulcer and no signs of hypoglycemia. The aforementioned clinical studies are summarized in Table 2.
Table 2

The Characteristics of Included Clinical Studies

Wound TypeNumber of SubjectsInterventionControlOutcomesReference
InterventionControl
Decubitus ulcers68Routine supportive nursing care + topical insulinRoutine supportive nursing careInsulin is a safe and effective agent for small and uncomplicated decubitus ulcers.[35]
Non-infected acute and chronic extremity wounds2322Topical insulinSalineTopical insulin was safe and effective treatment for non-infected acute and chronic extremity wounds.[36]
Open uncomplicated cutaneous wounds3060Topical regular crystalline insulin (containing zinc)Aqueous zinc chloride solution,SalineInsulin and zinc solution enhanced wound healing than the saline group, especially the insulin group.[37]
Grade 2 or 3 pressure ulcer2525Insulin dressingSaline dressingTopical insulin reduced pressure ulcer size.[38]
Diabetic ulcers1111Insulin creamPlaceboTopical insulin cream markedly improved wound healing[20]
Acute and chronic diabetic wounds44Topical insulinPlaceboTopical insulin improved the formation of new blood vessels, and increased fibrosis.[39]
Full-thickness acute wounds55Standard care + topical insulinStandard care + salineTopical insulin improved angiogenesis in acute wounds.[40]
Diabetic foot ulcer1814Local injectionSalineLocal injection of insulin promoted wound healing by improving the growth of granulation tissue.[41]
Diabetic foot ulcers5555Topical insulinPlaceboInsulin gauze dressings reduced diabetic foot ulcers size.[42]
Chronic wounds105Insulin-loaded liposomal chitosan gelLiposomal chitosan gelTopical insulin promoted wound healing rate without hypoglycemia.[43]
The Characteristics of Included Clinical Studies

Conclusion

Taken together, these animal and clinical studies support that topical insulin improves wound healing through several mechanisms without causing side effects. Additionally, various wound dressings accelerate the wound healing with controlled and sustained delivery of bioactive insulin. Therefore, topical insulin has been appreciated in field of wound healing, and further studies are needed to improve our understanding of the role of insulin in the healing of various wounds.
  8 in total

1.  Insulin, but Not Metformin, Supports Wound Healing Process in Rats with Streptozotocin-Induced Diabetes.

Authors:  Mateusz Mieczkowski; Beata Mrozikiewicz-Rakowska; Tomasz Siwko; Magdalena Bujalska-Zadrozny; Anna de Corde-Skurska; Renata Wolinska; Emilia Gasinska; Tomasz Grzela; Piotr Foltynski; Michal Kowara; Zofia Mieczkowska; Leszek Czupryniak
Journal:  Diabetes Metab Syndr Obes       Date:  2021-04-06       Impact factor: 3.168

Review 2.  Vascularization strategies in tissue engineering approaches for soft tissue repair.

Authors:  Daniela Santos Masson-Meyers; Lobat Tayebi
Journal:  J Tissue Eng Regen Med       Date:  2021-05-31       Impact factor: 4.323

3.  Insulin induces a progressive increase in the resistance of subcutaneous tissue to fluid flow: Implications for insulin pump therapy.

Authors:  Werner Regittnig; Mathias Tschaikner; Alexandru-Cristian Tuca; Amra Simic; Jürgen Feiel; Roland Schaller-Ammann; Alexander H Licht; Miró Jungklaus; Thomas R Pieber
Journal:  Diabetes Obes Metab       Date:  2021-11-17       Impact factor: 6.408

Review 4.  Nanofiber-based systems intended for diabetes.

Authors:  Hassan Maleki; Kamyar Khoshnevisan; Sayed Mahmoud Sajjadi-Jazi; Hadi Baharifar; Maryam Doostan; Nazanin Khoshnevisan; Farshad Sharifi
Journal:  J Nanobiotechnology       Date:  2021-10-12       Impact factor: 10.435

5.  Insulin Topical Application for Wound Healing in Nondiabetic Patients.

Authors:  Shudong Sun; Lei Zhang; Jun Liu; Huiling Li
Journal:  Comput Math Methods Med       Date:  2021-11-18       Impact factor: 2.238

6.  Efficacy of Human Adipose Derived Mesenchymal Stem Cells in Promoting Skin Wound Healing.

Authors:  Lingcong Zhou; Hui Wang; Sidi Yao; Li Li; Xin Kuang
Journal:  J Healthc Eng       Date:  2022-03-24       Impact factor: 2.682

7.  Molecular mechanisms of skin wound healing in non-diabetic and diabetic mice in excision and pressure experimental wounds.

Authors:  Vito Antonio Baldassarro; Luca Lorenzini; Alessandro Giuliani; Maura Cescatti; Giuseppe Alastra; Micaela Pannella; Bruno Pietro Imbimbo; Gino Villetti; Laura Calzà; Luciana Giardino
Journal:  Cell Tissue Res       Date:  2022-04-07       Impact factor: 4.051

8.  Using Convolutional Neural Network as a Statistical Algorithm to Explore the Therapeutic Effect of Insulin Liposomes on Corneal Inflammation.

Authors:  Yukun Liao; Huiting Jiang; Yangrui Du; Xiaojing Xiong; Yu Zhang; Zhiyu Du
Journal:  Comput Intell Neurosci       Date:  2022-07-31
  8 in total

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