Development and application of artificial intelligence-based facial skin image diagnosis system: Changes in facial skin characteristics with ageing in Korean women.

OBJECTIVE: To develop and validate an artificial intelligence (AI)-based diagnostic system for analysing facial skin images using expert judgements and explore its feasibility for skin ageing research, specifically by evaluating facial skin changes in Korean women of various ages. METHODS: Our AI-based facial skin diagnosis system (Dr. AMORE®) uses facial images of Korean women to analyse wrinkles, pigmentation, skin pores, and other skin red spots. The system is trained using clinical expert evaluations and deep learning. We assessed the system's precision and sensitivity by analysing the correlation between the diagnoses by the AI system and those of the experts. We used 120 images of Korean women aged 10-60 years to evaluate the changes in various facial skin characteristics with ageing. RESULTS: The precision and sensitivity of the developed system were excellent (>0.9%), and the diagnosis scores using the detected area and intensity of each item were correlated significantly higher with the visual evaluation results of the clinical experts (>0.8, p < 0.001). We also analysed facial images of Korean women aged 10-60 years to quantify changes in the scores of wrinkles, pigmentation, and skin pores with age. We identified the age group with the most significant changes as 20s to 30s. Analysis of the detailed skin characteristics of each item showed that wrinkles and pigmentation changed significantly in the 20s-30s, and skin pores increased significantly in the 10s-20s. There was no significant correlation with age or change according to the age group for skin red spots. CONCLUSION: Developed AI-based facial skin diagnosis system can automatically diagnose skin conditions based on clinical expert judgement using only photographic images and analyse various items in detail, quantitatively, and visually. This AI system can provide new and useful approaches in research areas that require a lot of resources and different characterizations, such as the study of facial skin ageing.

OBJECTIF: Développer et valider un système de diagnostic basé sur l'intelligence artificielle (IA) pour analyser les images de la peau du visage à l'aide de jugements d'experts et explorer sa faisabilité pour la recherche sur le vieillissement de la peau, en particulier en évaluant les changements de la peau du visage chez les femmes Coréennes de différents âges. MÉTHODES: Notre système de diagnostic de la peau du visage basé sur l'intelligence artificielle (Dr. AMORE®) utilise des images du visage de femmes Coréennes pour analyser les rides, la pigmentation, les pores de la peau et d'autres taches rouges de la peau. Le système est entraîné à l'aide d'évaluations d'experts cliniques et de l'apprentissage profond. Nous avons évalué la précision et la sensibilité du système en analysant la corrélation entre les diagnostics du système d'IA et ceux des experts. Nous avons utilisé 120 images de femmes coréennes âgées de 10 à 60 ans pour évaluer les changements de diverses caractéristiques de la peau du visage avec le vieillissement. RÉSULTATS: la précision et la sensibilité du système développé étaient excellentes (>0.9%), et les scores de diagnostic utilisant la zone détectée et l'intensité de chaque élément étaient corrélés de manière significativement plus élevée avec les résultats de l'évaluation visuelle des experts cliniques (>.8, p < 0.001). Nous avons également analysé des images du visage de femmes coréennes âgées de 10 à 60 ans afin de quantifier les changements dans les scores des rides, de la pigmentation et des pores de la peau avec l'âge. Nous avons identifié le groupe d'âge présentant les changements les plus significatifs comme étant celui des 20­30 ans. L'analyse des caractéristiques détaillées de la peau pour chaque élément a montré que les rides et la pigmentation changeaient de manière significative chez les 20­30 ans, et que les pores de la peau augmentaient de manière significative chez les 10­20 ans. Il n'y avait pas de corrélation significative avec l'âge ou de changement en fonction du groupe d'âge pour les taches rouges de la peau. CONCLUSION: Le système de diagnostic de la peau du visage basé sur l'IA peut diagnostiquer automatiquement les affections cutanées sur la base d'un jugement d'expert clinique en utilisant uniquement des images photographiques et analyser divers éléments en détail, quantitativement et visuellement. Ce système d'IA peut fournir des approches nouvelles et utiles dans des domaines de recherché qui nécessitent beaucoup de ressources et de caractérisations différentes, comme l'étude du vieillissement de la peau du visage.

A long term study of the difference in efficacy and effect rate of various concentrations of retinol (1500-6600 IU) in middle aged women.

Retinol is widely used for topical application for antiaging. However, the efficacy and effect rate of different concentrations of retinol have been rarely analyzed. Therefore, in this study, the efficacy and rate of effect of retinol concentrations from 1500 to 6600 IU, on various skin parameters, have been compared. Seventy-two Korean women aged 40-59 years participated in this study. Retinol was used by them for 24 weeks; the effects were measured at 0, 2, 4, 8, 12, and 24 weeks. The measurement parameters for aging were crow's feet, forehead wrinkles, nasolabial fold, dermal density, and elasticity and that for skin color were skin brightness, yellowness, redness, and standard deviation of skin brightness. The texture of the skin was measured by measuring the skin roughness and pores, and the skin barrier function was evaluated through hydration, sebum, and desquamation. Low concentration retinol (1500-2500 IU) had a significantly higher effect in skin color, brightness, and elasticity and faster improvement rate in skin brightness and elasticity compared to that for high concentration (3300-6600 IU). High concentration of retinol had a significantly higher effect in wrinkles, dermal density and pores and faster improvement rate for wrinkles, skin texture, pores, and desquamation compared to that for low concentration. This study evaluated the changes caused by different concentration of retinol over a long period of time. The results of this study have great implications as the optimal concentration of retinol can be prescribed for an accurate period for the desired results without side effects.

Evaluation of changes in skin characteristics due to the poor quality of sleep caused by smartphone usage.

BACKGROUND: Blue wavelengths are thought to have an effect on circadian rhythms. Using a smartphone, which emits a 453 nm blue light, can worsen the quality of sleep. AIMS: To study the skin changes caused by poor sleep quality induced by smartphone usage. METHODS: The participants were 22 Korean women aged 20-39 years, with no sleep problems and a Pittsburgh Sleep Quality Index (PSQI) score of <5. The participants used a smartphone for 2 h before normal sleep hours. The measurement points were as follows: after a good sleep (D0), after bad sleep day 1 (D1), after bad sleep day 3 (D3), and after bad sleep day 7 (D7). The sleep time, wake-up time, shallow sleep rate, and sleeping time duration were recorded using a smartwatch. RESULTS: The quality of their sleep deteriorated. The average time of falling asleep extended to 2 a.m., which was about 34 min later. Additionally, their skin moisture content decreased, and sebum content increased. Skin desquamation was increased, and skin gloss, transparency, and elasticity decreased mainly on the skin surface. CONCLUSIONS: Sleep quality decreases with smartphone usage among people who do not usually use their smartphones before going to sleep and do not have any sleep problems. The results showed significant changes in skin optics and surface properties when the quality of sleep was degraded for 7 days.

Skin characteristics following repeated exposure to simulated outdoor and indoor summer temperatures in South Korea and Southeast Asia.

BACKGROUND: Although changes in skin depend on the external environment, researchers have performed only a few studies on effect of the actual environment. Most studies have researched skin characterization based on changes in the humidity or temperature. AIM/OBJECTIVE: This study aimed to evaluate changes in the skin based on the difference in indoor and outdoor temperatures and humidity during summer in South Korea and Southeast Asia. METHODS: Twenty-two female participants aged 25-39 years were included. Skin hydration, sebum (cheek, forehead), colour, transparency and pores of the participants were measured after a 30-min exposure to high temperature and high humidity (HTHH) environment and a 30-min exposure to low temperature and low humidity (LTLH) environment. Subsequently, exposure to HTHH environment for 30 min +LTLH environment for 30 min was performed after a total of 1 h and repeated. RESULTS: Repeated exposure to HTHH and LTLH environments increased the skin's sebum content and haemoglobin index. Additionally, skin elasticity was significantly reduced, with patients in their 30 s showing greater changes than those in their 20 s. CONCLUSION: Repeated differences in temperature and humidity cause skin ageing, loosen skin vessels and reduce skin elasticity, thereby leading to skin ageing.

CONTEXTE: Bien que les changements cutanés dépendent de l'environnement extérieur, les chercheurs n'ont réalisé que quelques études sur l'effet réel de cet environnement. La plupart des études ont examiné les caractéristiques de la peau en fonction des changements d'humidité ou de température. BUT/OBJECTIF: Cette étude visait à évaluer les changements de la peau en fonction de la différence de température et d'humidité à l'intérieur et à l'extérieur pendant l'été en Corée du Sud et en Asie du Sud-Est. MÉTHODES: Vingt-deux femmes âgées de 25 à 39 ans ont participé. L'hydratation de la peau, le sébum (joues, front), la couleur, la transparence et les pores des participants ont été mesurés après une exposition de 30 min à une température élevée et à un environnement à forte humidité (« high temperature and high humidity ¼, HTHH) et une exposition de 30 min à une température faible et à un environnement à faible humidité (« low temperature and low humidity ¼, LTLH). Par la suite, l'exposition à l'environnement HTHH pendant 30 min + environnement LTLH pendant 30 min a été effectuée après une durée de 1 h, puis répétée. RÉSULTATS: L'exposition répétée aux environnements HTHH et LTLH a augmenté la teneur en sébum et l'indice d'hémoglobine de la peau. En outre, l'élasticité de la peau était significativement réduite, les patientes ayant dépassé la trentaine montrant des changements plus importants que celles dans la vingtaine. CONCLUSION: Les variations répétées de température et d'humidité provoquent le relâchement des vaisseaux cutanés et réduisent l'élasticité de la peau, aboutissant ainsi au vieillissement de la peau.

Perception of the blue light effect on Korean women's faces using the blue pearl pigment.

BACKGROUND: Transparent-looking skin is an objective of facial makeup products. However, this effect of makeup products has not been investigated to Korean women's faces. MATERIALS AND METHODS: We investigated the perception of blue light on women's faces using the blue pearl pigment. We compared colors and/or spectra of naked skin, standard makeup powder foundation (standard foundation), and test makeup powder foundations containing the blue pearl pigment 10% (w/w) (pearl foundation) or (ultramarine blue) blue pigment 0.2% (w/w) (pigment foundation) on real women's faces (n = 6) using spectrophotometry and facial image analysis. A self-administered questionnaire showed facial images (n = 3) with applied makeup powder foundations on computer monitor (n = 35); evaluated items were blooming, transparency, smoothness, gloss, and vitality. RESULTS: In vivo, the pearl foundation showed significantly lower b* values (degree of yellowness) than did naked skin, and pigment foundation and the samples also showed significantly higher reflection of blue light (410-490 nm) than did naked skin, standard foundation, or pigment foundation. In image analysis, the image with the pearl foundation showed significantly lower quasi-b* value. On the self-administered questionnaire, the results showed that the pearl foundation had a significantly higher grade than did naked skin, standard foundation, or pigment foundation at all evaluation items: blooming, transparency, smoothness, gloss, and vitality. CONCLUSION: Blue pearl pigment creates the perception of blue light effect, including transparency and gloss in Korean women.

A study of skin characteristics with long-term sleep restriction in Korean women in their 40s.

BACKGROUND: Previous studies have demonstrated increased pore size and darkening skin color with total sleep deprivation. There are many studies of skin characteristics with short-term sleep restriction, but there are few studies on skin characteristics when sleep is restricted more than three consecutive days. This study evaluated skin changes with sleep limited to 4 hours per night for six nights. MATERIALS AND METHODS: The study included 32 Korean women in their 40s. Skin hydration, desquamation, barrier recovery, texture, gloss, transparency, elasticity, crow's feet, frown lines, and color were measured. Individual sleep time was monitored by smartwatches. Subjects slept 8 hours per night for six nights in week one and 4 hours per night for six nights in week two. RESULTS: Skin hydration was significantly reduced after 1 day of sleep deprivation, and it continued to decrease. Skin gloss, desquamation, transparency, elasticity, and wrinkles were significantly aggravated after 1 day of sleep deprivation. Skin texture was significantly aggravated on the fourth day of sleep restriction. Elasticity was most affected by reduced sleep, with a standardized coefficient of -.320, indicating a significant decrease over time as compared to other characteristics. CONCLUSION: Skin hydration was gradually decreased with sleep restriction. Skin texture did not change after only 1 day of sleep restriction. It is a new finding that elasticity decreases more than other skin characteristics with prolonged sleep restriction.

Segregation of age-related skin microbiome characteristics by functionality.

Although physiological changes are the most evident indicators of skin aging by alteration of the skin's structure and function, we question whether skin aging is also affected by the structure and assembly process of the skin microbiome. We analysed the skin microbiomes of 73 healthy Chinese women in two age groups (25-35 years old and 56-63 years old) using 16S rRNA gene amplicon sequencing; the overall microbiome structure was significantly different between the two age groups. An analysis using ecological theory to evaluate the process of microbial community assembly processes revealed that the microbiomes of the older group were formed under a greater influence of the niche-based process, with the network of microbes being more collapsed than that of the younger group. Inferred metagenomic functional pathways associated with replication and repair were relatively more predominant in the younger group whereas, among the various metabolism-related pathways, those associated with biodegradation were more predominant in the older group. Interestingly, we found two segregated sub-typing patterns in the younger group which were also observed in the skin microbiomes of young Chinese women living in four other cities in China. The results of our study highlights candidate microbes and functional pathways that are important for future research into preventing skin aging and which could lead to a comprehensive understanding of age-related skin microbiome characteristics.

A study of skin characteristics according to humidity during sleep.

INTRODUCTION: During sleep, the skin is exposed to various environments for example low or high humidity and temperature. And the average of 7-8 hours of sleeping in those situations can affect skin condition. Therefore, the objective of this study was to determine skin characteristics according to humidity during sleep. METHOD: Eleven healthy women in their ages of 20s and 30s were controlled. They slept more than 7 hours at lower than 30% relative humidity (RH) environment on the first day and at higher than 70% on the second day. The room temperature was controlled to 22 ± 5°C. Three measurement points were (a) before for sleep (after wash), (b) after 7 hours sleep (morning), and (c) after wash. Skin hydration, sebum secretion, and trans-epidermal water loss (TEWL) were measured. The statistical significance was determined at P < 0.05. RESULT: After 7 hours of sleep in 30% RH condition, skin hydration decreased by 24.23% significantly, but there was no significant difference after sleeping in 70% RH. The sebum level was increased after sleep at 30% RH. The TEWL did not show differences according to the humidity during sleep but significantly increased after facial cleansing in 30% RH sleeping condition. DISCUSSION: In this study, we confirmed that the changes in skin characteristics may be affected by humidity during sleep. When sleeping in dry environment, skin hydration decreases but the amount of sebum increases to compensate for skin dryness. Therefore, this study might suggest how to care the skin before sleep depending on the room humidity.

Multi-polydioxanone (PDO) scaffold for forehead wrinkle correction: A pilot study.

BACKGROUND: Forehead wrinkles are the result of contracture of the frontalis muscle and the skin aging process. Currently, hyaluronic acid filler and botulinum toxin are the main materials used for correction of these wrinkles. In addition, polydioxanone (PDO) thread has also been applied for this treatment. OBJECTIVE: In order to evaluate the efficacy and safety of multi-PDO scaffold in animal and human skin, we tested PDO insertion in rat and mini-pig models and human volunteers with forehead wrinkles. METHODS: A stent-shaped multi-PDO scaffold was inserted under the panniculus carnosus of rat dorsal skin and the subcutaneous layer of mini-pig dorsal skin and forehead wrinkles in three human volunteers. RESULTS: Histological analysis at 12 weeks revealed evidence of de novo collagen synthesis, which was consistent with clinical results on photo evaluation. CONCLUSION: Stent-shaped multi-PDO scaffolds may be another effective and safe treatment modality for reduction of forehead wrinkles.

Combined effects of substrate topography and stiffness on endothelial cytokine and chemokine secretion.

Endothelial physiology is regulated not only by humoral factors, but also by mechanical factors such as fluid shear stress and the underlying cellular matrix microenvironment. The purpose of the present study was to examine the effects of matrix topographical cues on the endothelial secretion of cytokines/chemokines in vitro. Human endothelial cells were cultured on nanopatterned polymeric substrates with different ratios of ridge to groove widths (1:1, 1:2, and 1:5) and with different stiffnesses (6.7 MPa and 2.5 GPa) in the presence and absence of 1.0 ng/mL TNF-α. The levels of cytokines/chemokines secreted into the conditioned media were analyzed with a multiplexed bead-based sandwich immunoassay. Of the nanopatterns tested, the 1:1 and 1:2 type patterns were found to induce the greatest degree of endothelial cell elongation and directional alignment. The 1:2 type nanopatterns lowered the secretion of inflammatory cytokines such as IL-1ß, IL-3, and MCP-1, compared to unpatterned substrates. Additionally, of the two polymers tested, it was found that the stiffer substrate resulted in significant decreases in the secretion of IL-3 and MCP-1. These results suggest that substrates with specific extracellular nanotopographical cues or stiffnesses may provide anti-atherogenic effects like those seen with laminar shear stresses by suppressing the endothelial secretion of cytokines and chemokines involved in vascular inflammation and remodeling.

A quantitative evaluation method using processed optical images and analysis of age-dependent changes on nasolabial lines.

BACKGROUND/PURPOSE: Nasolabial lines (NL) and wrinkles of the face are major features of aging. Wrinkles have been studied widely by morphological methods using 3-dimensional (3D) photographic analysis instrument, but NL were evaluated by visual scoring usually. To evaluate NL quantitatively, another method is needed. This study is purposed to find out quantitative method for evaluation of NL. METHOD: One hundred Korean female subjects aged 20 to 60 were recruited in this study. Facial image was taken using light source adjusted VISIA-CR(®) and 3-dimensional wrinkle depth on the NL area was evaluated by Phase shift rapid in vivo measuring of human skin (PRIMOS(®)). The pixel number of NL area and the angle were obtained using processed images. The severity of NL was assessed by visual score. Skin elasticity was measured by Cutometer(®) MPA580. Statistical significance was determined at P < 0.05. RESULT: The optical images obtained by light source adjusted VISIA-CR(®) were easy to distinguish NL and significantly increased age-dependently. And three parameters of elasticity (R2, R5, and R7) on NL area were gradually decreased with age. The Pearson correlation coefficient was -0.756 (P < 0.01) between R7 parameter and ages. Also the pixel number of NL area, angle, wrinkle depth on the NL area (Ra), and visual score were decreased elasticity-dependently. The pixel number of NL area was highly related to Ra (r = 0.567, P < 0.01) and visual score (r = 0.647, P < 0.01). CONCLUSION: This study has shown that NL severity is related to decrease of dermal elasticity and age using quantitative new method by processing optical images.

Laminar shear stress induces the expression of aquaporin 1 in endothelial cells involved in wound healing.

Laminar shear stress (LSS) due to blood flow contributes to the maintenance of endothelial health by multiple mechanisms including promotion of wound healing. The present study examined the hypothesis that the induction of water channel aquaporin 1 (AQP1) expression by LSS might be functionally associated with endothelial wound healing. When human umbilical vein endothelial cells were exposed to LSS at 12 dyn cm(-2) for 24h, significant increases in AQP1 expression were observed at the mRNA and protein levels as compared with static control. In the in vitro scratch wound healing assay, LSS treatments before and after wound creation enhanced endothelial wound healing and this effect was significantly attenuated by selective suppression of AQP1 expression using small interfering RNA. Ectopic expression of AQP1 enhanced wound healing in the absence of LSS. This study demonstrated that LSS stimulates the endothelial expression of AQP1 that plays a role in wound healing.