Skin Physiological Phenomena

皮肤生理现象
  • 文章类型: Journal Article
    背景:大多数关于皮肤老化的常规研究都集中在静态条件上。然而,在日常生活中,由于对话的表情和面部表情的变化,我们遇到的面部皮肤不断运动,导致皮肤改变其位置和形状,导致动态状态。因此,据推测,在静态条件下不明显的老化特征可能存在于皮肤的动态状态中。因此,这项研究调查了与面部表情改变相关的动态皮肤特征的年龄相关变化。
    方法:运动捕捉系统测量了86名年龄在20至69岁之间的日本女性面颊皮肤响应面部表情的动态特征(与表情相关的皮肤运动的延迟和伸展性)。
    结果:研究结果表明,随着年龄的增长,脸颊皮肤对面部表情的反应延迟增加(r=0.24,p<0.05),下脸颊区域的伸展性降低(r=0.60,p<0.01)。随着年龄的增长,同一年龄组的延迟和伸展性也增加。
    结论:这项研究的结果表明,皮肤老化包含两种静态特征,如斑点,皱纹,下垂,传统上在衰老研究中研究,和响应面部表情变化而出现的皮肤的动态老化特征。这些动态老化特性可以为开发皮肤老化分析的新方法铺平道路,并可能改善我们对日常生活中视觉上可感知但仍未探索的老化印象的理解和治疗。
    BACKGROUND: The majority of conventional studies on skin aging have focused on static conditions. However, in daily life, the facial skin we encounter is constantly in motion due to conversational expressions and changes in facial expressions, causing the skin to alter its position and shape, resulting in a dynamic state. Consequently, it is hypothesized that characteristics of aging not apparent in static conditions may be present in the dynamic state of the skin. Therefore, this study investigates age-related changes in dynamic skin characteristics associated with facial expression alterations.
    METHODS: A motion capture system measured the dynamic characteristics (delay and stretchiness of skin movement associated with expression) of the cheek skin in response to facial expressions among 86 Japanese women aged between 20 and 69 years.
    RESULTS: The findings revealed an increase in the delay of cheek skin response to facial expressions (r = 0.24, p < 0.05) and a decrease in the stretchiness of the lower cheek area with age (r = 0.60, p < 0.01). An increasing variance in delay and stretchiness within the same age group was also observed with aging.
    CONCLUSIONS: The findings of this study revealed that skin aging encompasses both static characteristics, such as spots, wrinkles, and sagging, traditionally studied in aging research, and dynamic aging characteristics of the skin that emerge in response to facial expression changes. These dynamic aging characteristics could pave the way for the development of new methodologies in skin aging analysis and potentially improve our understanding and treatment of aging impressions that are visually perceptible in daily life but remain unexplored.
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  • 文章类型: Journal Article
    背景:消费品,例如电动剃须刀,以压力和剪切的形式在皮肤上施加动态载荷的组合。这种机械刺激可能导致不适和皮肤组织反应,其特征为“皮肤敏感性”。为了将剃须后的不适降至最低,需要使用光学相干断层扫描(OCT)等先进工具建立特定的刺激-反应关系.
    目的:探讨电剃刮刺激后皮肤形态和微血管功能的时空变化。
    方法:招募10名健康男性志愿者。这项研究包括对前臂进行60秒的电剃刺激,脸颊和脖子。在基线时记录皮肤参数,刺激后20分钟和刺激后24小时。使用OCT估计结构和动态皮肤参数,同时记录了经皮水分流失(TEWL),以提供皮肤屏障功能的参考值。
    结果:在基线时,八个参数中的六个显示了前臂和面部部位之间的统计学差异,而颊部和颈部之间仅表面粗糙度(Rq)和反射率有统计学差异(p<0.05)。剃须后20分钟,TEWL值显着增加,伴随着血液灌注的增加,变化幅度取决于解剖部位。刺激后24小时观察到恢复特征,大多数参数恢复到基础值,强调刺激的短暂影响。
    结论:OCT参数显示皮肤组织对电剃的反应在空间和时间上存在差异。这种方法可以告知剃须刀设计并防止皮肤敏感。
    BACKGROUND: Consumer products such as electrical shavers exert a combination of dynamic loading in the form of pressure and shear on the skin. This mechanical stimulus can lead to discomfort and skin tissue responses characterised as \"Skin Sensitivity\". To minimise discomfort following shaving, there is a need to establish specific stimulus-response relationships using advanced tools such as optical coherence tomography (OCT).
    OBJECTIVE: To explore the spatial and temporal changes in skin morphology and microvascular function following an electrical shaving stimulus.
    METHODS: Ten healthy male volunteers were recruited. The study included a 60-s electrical shaving stimulus on the forearm, cheek and neck. Skin parameters were recorded at baseline, 20 min post stimulus and 24 h post stimulus. Structural and dynamic skin parameters were estimated using OCT, while transepidermal water loss (TEWL) was recorded to provide reference values for skin barrier function.
    RESULTS: At baseline, six of the eight parameters revealed statistically significant differences between the forearm and the facial sites, while only surface roughness (Rq) and reflectivity were statistically different (p < 0.05) between the cheek and neck. At 20 min post shaving, there was a significant increase in the TEWL values accompanied by increased blood perfusion, with varying magnitude of change dependent on the anatomical site. Recovery characteristics were observed 24 h post stimulus with most parameters returning to basal values, highlighting the transient influence of the stimulus.
    CONCLUSIONS: OCT parameters revealed spatial and temporal differences in the skin tissue response to electrical shaving. This approach could inform shaver design and prevent skin sensitivity.
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  • 文章类型: Journal Article
    背景:由于全球不平等,临床医生在评估出生时的肺成熟度时面临障碍。尽管如此,仅基于胎龄来预测呼吸窘迫综合征(RDS)可能性的检测策略并不能提供全面的方法来应对不确定结局的挑战.我们假设对皮肤成熟度的非侵入性评估可能表明肺成熟度。
    目的:本研究旨在评估新生儿皮肤成熟度与RDS发生之间的关系。
    方法:我们在一项前瞻性队列研究中进行了病例对照嵌套,多中心临床试验的次要终点.这项研究是在巴西的5个城市参考中心进行的,用于高度复杂的围产期护理。在队列研究的781名新生儿中,病例对照分析选择640例。以RDS新生儿为病例组,无RDS新生儿为对照。排除所有具有其他表现为呼吸道疾病的新生儿。通过通过LED传感器获得反射信号的光学设备从新生儿的皮肤超过鞋底评估皮肤成熟度。该装置,以前验证过,测量并记录皮肤反射率。在新生儿72小时随访期间,从病历中收集与呼吸结局相关的临床数据。或者直到出院或死亡,以先发生者为准。主要结果测量是使用单变量和多变量二元逻辑回归的皮肤反射率和RDS之间的关联。此外,我们评估了皮肤反射与新生儿重症监护病房(NICU)入院和需要通气支持等因素之间的联系.
    结果:在604名新生儿中,470(73.4%)来自RDS组,170(26.6%)来自对照组。根据两组之间的比较,RDS新生儿胎龄较小(31.6vs39.1周,P<.001)和出生体重(1491vs3121克,P<.001)比对照组。皮肤反射与RDS相关(比值比[OR]0.982,95%CI0.979-0.985,R2=0.632,P<.001)。当由产前皮质类固醇和出生体重的辅因子调整时,这种关系仍然显着(OR0.994,95%CI0.990-0.998,R2=0.843,P<.001)。次要结果也显示了皮肤反射率的差异。需要通气支持的新生儿与不需要通气支持的新生儿之间的平均差异为0.219(95%CI0.200-0.238),需要NICU入院的新生儿与不需要NICU的新生儿之间的平均差异为0.223(95%CI0.205-0.241)。皮肤反射与通气支持相关(OR0.996,95%CI0.992-0.999,R2=0.814,P=0.01)和NICU入院相关(OR0.994,95%CI0.990-0.998,R2=0.867,P=.004)。
    结论:我们的发现使用间接皮肤评估方法,提供了出生时肺不成熟的潜在标志。使用RDS临床状况和医疗设备,这项研究证明了肺和皮肤成熟之间的同步性。
    背景:注册BrasileirodeEnsaiosClínicos(ReBEC)RBR-3f5bm5;https://tinyurl.com/9fb7zrdb.
    RR2-10.1136/bmjopen-2018-027442。
    BACKGROUND: Clinicians face barriers when assessing lung maturity at birth due to global inequalities. Still, strategies for testing based solely on gestational age to predict the likelihood of respiratory distress syndrome (RDS) do not offer a comprehensive approach to addressing the challenge of uncertain outcomes. We hypothesize that a noninvasive assessment of skin maturity may indicate lung maturity.
    OBJECTIVE: This study aimed to assess the association between a newborn\'s skin maturity and RDS occurrence.
    METHODS: We conducted a case-control nested in a prospective cohort study, a secondary endpoint of a multicenter clinical trial. The study was carried out in 5 Brazilian urban reference centers for highly complex perinatal care. Of 781 newborns from the cohort study, 640 were selected for the case-control analysis. Newborns with RDS formed the case group and newborns without RDS were the controls. All newborns with other diseases exhibiting respiratory manifestations were excluded. Skin maturity was assessed from the newborn\'s skin over the sole by an optical device that acquired a reflection signal through an LED sensor. The device, previously validated, measured and recorded skin reflectance. Clinical data related to respiratory outcomes were gathered from medical records during the 72-hour follow-up of the newborn, or until discharge or death, whichever occurred first. The main outcome measure was the association between skin reflectance and RDS using univariate and multivariate binary logistic regression. Additionally, we assessed the connection between skin reflectance and factors such as neonatal intensive care unit (NICU) admission and the need for ventilatory support.
    RESULTS: Out of 604 newborns, 470 (73.4%) were from the RDS group and 170 (26.6%) were from the control group. According to comparisons between the groups, newborns with RDS had a younger gestational age (31.6 vs 39.1 weeks, P<.001) and birth weight (1491 vs 3121 grams, P<.001) than controls. Skin reflectance was associated with RDS (odds ratio [OR] 0.982, 95% CI 0.979-0.985, R2=0.632, P<.001). This relationship remained significant when adjusted by the cofactors antenatal corticosteroid and birth weight (OR 0.994, 95% CI 0.990-0.998, R2=0.843, P<.001). Secondary outcomes also showed differences in skin reflectance. The mean difference was 0.219 (95% CI 0.200-0.238) between newborns that required ventilatory support versus those that did not and 0.223 (95% CI 0.205-0.241) between newborns that required NICU admission versus those that did not. Skin reflectance was associated with ventilatory support (OR 0.996, 95% CI 0.992-0.999, R2=0.814, P=.01) and with NICU admission (OR 0.994, 95% CI 0.990-0.998, R2=0.867, P=.004).
    CONCLUSIONS: Our findings present a potential marker of lung immaturity at birth using the indirect method of skin assessment. Using the RDS clinical condition and a medical device, this study demonstrated the synchrony between lung and skin maturity.
    BACKGROUND: Registro Brasileiro de Ensaios Clínicos (ReBEC) RBR-3f5bm5; https://tinyurl.com/9fb7zrdb.
    UNASSIGNED: RR2-10.1136/bmjopen-2018-027442.
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  • 文章类型: Journal Article
    背景:皮肤水分对皮肤屏障功能的影响很大。大多数非侵入性评估技术依赖于其电特性来测量皮肤表面的水合作用,范围有限,运行不稳定。将图像处理应用于皮肤水合度评估并不常见,一般强调皮肤电容图片和近红外图像,这需要一定的频谱。因此,对大面积皮肤水合作用评估和绘图的需求日益增加。
    目的:该研究旨在提出一种从可见光图像中对皮肤表面水合作用进行定量评估的算法。
    方法:应用三种装置来测量皮肤水合:皮肤图像捕获装置和两种公认的商业皮肤装置。数字图像处理系统创建一个新的索引,叫做GVR,象征皮肤表面的水分。CLAHE算法用于增强皮肤图像的对比度,用单色图像计算后,对皮肤反射图像进行分割。使用个体部位和整个皮肤的值来估计GVR。使用统计分析检查三种方法之间的相关系数以评估GVR的性能。
    结果:从可见光图像估计的皮肤水合作用受整个面部结构以及特定区域的影响。电和可见图像评价显示出具有显著差异的强关联。
    结论:发现可见图像的反射措施提供了一种快速有效的方法来量化皮肤表面的水分。
    BACKGROUND: Skin barrier function is significantly impacted by skin moisture. Most non-invasive evaluation techniques to measure skin surface hydration relying on its electrical properties, which are limited in scope and have unstable operations. Applying image processing for skin hydration assessment is uncommon, with an emphasis on skin-capacitive pictures and near-infrared images in general, which demand a certain spectrum. As a result, there is an increasing need for wide-area skin hydration evaluation and mapping.
    OBJECTIVE: The study aims to propose a quantitative evaluation algorithm for skin surface hydration from visible-light images.
    METHODS: Three devices were applied to measure skin hydration: skin image capture device and two recognized commercial skin devices. A digital image processing system creates a new index, called GVR, to symbolize skin surface moisture. The CLAHE algorithm was applied to enhance the contrast of skin image, and after calculating it with the monochrome image, the skin reflectance image was segmented. The GVR was estimated using the values of the individual sites and the entire skin. The correlation coefficient between the three methods was examined using statistical analysis to assess the performance of GVR.
    RESULTS: Skin hydration estimated from visible-light images is influenced by the entire facial structure in addition to specific areas. The electrical and visible image evaluations showed a strong association with a significant difference.
    CONCLUSIONS: It was discovered that reflecting measures from visible images provide a quick and efficient way to quantify the moisture of the skin\'s surface.
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  • 文章类型: Journal Article
    应用于皮肤表面的温泉水(TSW)的矿物质含量可以直接影响皮肤屏障。的确,我们之前的研究表明,AvèneTSW(ATSW),矿物质含量低的温泉水,与富含矿物质的TSW(MR-TSW)相比,保护角质层免于脱水并维持皮肤表面超微结构。虽然许多TSW已被认为对皮肤有有益作用,关于它们在纳米尺度上对皮肤屏障生物力学的局部和特定影响知之甚少。这项研究的目的是将ATSW的效果与参考进行比较,MR-TSW,使用原子力显微镜(AFM)研究稳态条件下皮肤的生物力学屏障特性。在两次施加TSW之后,使用AFM获得皮肤表面的精确纳米力学映射。这提供了关于皮肤形貌和弹性的具体信息。皮肤样本的地形轮廓显示,在应用MR-TSW后,皮肤层的特定压实,其特征是外部皮肤层总数的增加,与未处理的样品相比。相比之下,ATSW未修改皮肤形貌。捕获弹性模量的高分辨率力/体积采集表明,它与皮肤刚度直接相关。与未处理的皮肤相比,在MR-TSW应用后弹性模量强烈且显著增加。相比之下,ATSW的应用没有增加弹性模量。这些数据表明,MR-TSW的应用通过增加皮肤表面层压实度和皮肤硬度而显著地改变了皮肤屏障性能。相比之下,ATSW没有改变皮肤外植体的地形轮廓,也没有在角质层水平引起机械应力,表明它不会破坏与皮肤表面完整性相关的生物物理特性。
    The mineral content of thermal spring water (TSW) applied to the skin surface can directly influence the skin barrier. Indeed, our previous study showed that Avène TSW (ATSW), a low mineral content thermal spring water, protects the stratum corneum from dehydration compared to a mineral-rich TSW (MR-TSW) and maintains skin surface ultrastructure. While many TSWs have been recognized to have beneficial effects on skin, little is known about their localized and specific effects on skin barrier biomechanics at the nanometric scale. The aim of this study was to compare the effects of ATSW with a reference, MR-TSW, on the biomechanical barrier properties of the skin under homeostasis conditions using atomic force microscopy (AFM). AFM was used to obtain a precise nanomechanical mapping of the skin surface after three applications of both TSW. This provides specific information on the skin topographical profile and elasticity. The topographic profile of skin samples showed a specific compaction of the skin layers after application of MR-TSW, characterized by an increase of the total number of external skin layers, compared to non-treated samples. By contrast, ATSW did not modify the skin topographic profile. High-resolution force/volume acquisitions to capture the elastic modulus showed that it was directly correlated with skin rigidity. The elastic modulus strongly and significantly increased after MR-TSW application compared to non-treated skin. By contrast, applications of ATSW did not increase elastic modulus. These data demonstrate that applications of MR-TSW significantly modified skin barrier properties by increasing skin surface layer compaction and skin rigidity. By contrast, ATSW did not modify the topographical profile of skin explants nor induce mechanical stress at the level of the stratum corneum, indicating it does not disrupt the biophysical properties linked to skin surface integrity.
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  • 文章类型: Journal Article
    背景:心理应激改变表皮屏障功能。虽然已经在小鼠中进行了对潜在机制的深入研究,人类研究是有限的。非侵入性皮肤生理测量尚未与非侵入性心理生理评估直接相关。
    方法:通过胶带剥离实验屏障扰动之前和之后的(I)经皮水分流失的标准措施,(二)皮肤表面pH值,(三)皮肤电活动,和(IV)心率功能在24小时内进行。为了记录感知到的压力,标准化的压力自我评估问卷,即TriererInventarzumchronischen应力(TICS),被利用。
    结果:20个健康,高加索人(Fitzpatrick皮肤光型I-II),女性志愿者(21-32岁,平均年龄27岁,SD=3.67岁)纳入本研究(随机样本).24hδ经表皮失水变化显示出显著的相关性,也就是说,屏障修复动力学(交感神经活动)和心率变异性(副交感神经活动)。注意到皮肤电活动和皮肤表面pH的进一步相关性。感知到的压力,正如TICS问卷所记录的那样,与心理和皮肤生理参数无关,分别。
    结论:所提出的方法可能为心理应激源与表皮屏障功能之间的相关性的非侵入性客观研究提供了基础。
    BACKGROUND: Psychological stress alters epidermal barrier function. While intensive studies on the underlying mechanism have been performed in mice, human studies are limited. Non-invasive skin-physiology measures have not yet been directly linked to non-invasive psycho-physiological assessments.
    METHODS: Standard measures of (I) transepidermal water loss prior to and after experimental barrier perturbation via tape stripping, (II) skin surface pH, (III) electrodermal activity, and (IV) heart rate function were taken over a 24 h time period. To document perceived stress, a standardized stress self-assessment questionnaire, namely the Trierer Inventar zum chronischen Stress (TICS), was utilized.
    RESULTS: Twenty healthy, Caucasian (Fitzpatrick skin phototype I-II), female volunteers (21-32 years, mean age 27, SD = 3.67 years) were included in this study (random sample). Significant correlations were shown for 24 h delta transepidermal water loss changes, that is, barrier repair kinetics (sympathetic activity) and heart rate variability (parasympathetic activity). Further correlations were noted for electrodermal activity and skin surface pH. Perceived stress, as documented by the TICS questionnaire, did not correlate with psycho- and skin physiological parameters, respectively.
    CONCLUSIONS: The presented approaches may provide a basis for non-invasive objective research on the correlation between psychological stressors and epidermal barrier function.
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  • 文章类型: Journal Article
    人类皮肤对机械刺激的感知源于将外力转换成电信号的机械感受器的转导。尽管模仿这些机械感受器的空间分布可以开发能够解耦感应法向/剪切力和应变的电子皮肤,它仍然难以捉摸。我们报告了一种三维(3D)架构的电子皮肤(表示为3DAE-Skin),具有以3D布局排列的力和应变传感组件,该组件模仿了人类皮肤中的默克尔细胞和鲁菲尼结局。这3DAE皮肤显示出优秀的解耦的法向力的传感性能,剪切力,和应变,并能够开发触觉系统,用于通过触摸同时测量物体的模量/曲率。演示包括水果的快速模量测量,面包,各种形状和新鲜度的蛋糕。
    Human skin sensing of mechanical stimuli originates from transduction of mechanoreceptors that converts external forces into electrical signals. Although imitating the spatial distribution of those mechanoreceptors can enable developments of electronic skins capable of decoupled sensing of normal/shear forces and strains, it remains elusive. We report a three-dimensionally (3D) architected electronic skin (denoted as 3DAE-Skin) with force and strain sensing components arranged in a 3D layout that mimics that of Merkel cells and Ruffini endings in human skin. This 3DAE-Skin shows excellent decoupled sensing performances of normal force, shear force, and strain and enables development of a tactile system for simultaneous modulus/curvature measurements of an object through touch. Demonstrations include rapid modulus measurements of fruits, bread, and cake with various shapes and degrees of freshness.
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  • 文章类型: Journal Article
    通风对动物生命至关重要-它确保个人将空气/水穿过其呼吸表面,从而维持与环境的气体交换。许多物种已经进化出高度专业化(如果不是不寻常的话)的通气机制,包括使用行为来促进呼吸的不同方面。然而,这些行为特征通常只是轶事地描述,引起它们的生态条件通常不清楚。我们在喀喀湖青蛙(Telmatobiusculeus)中研究了一种这样的“通风行为”。这些青蛙栖息在高海拔地区(即,低氧)南美安第斯山脉的湖泊,它们已经成为皮肤气体交换的教科书例子,本质上是通过皮肤进行的呼吸。因此,这个物种进化得很大,宽松的皮肤褶皱,从身体悬垂,以增加表面积的通风。我们表明,暴露于急性低氧条件的个体反映了自由生活的个体可能会很快(在几分钟内)降低他们的活动水平,因此变得非常静止。如果氧气水平继续下降,青蛙很快开始执行俯卧撑行为,可能会破坏皮肤褶皱周围的低氧边界层,以增加水/皮肤气体交换途径的电导。总之,我们怀疑,个体迅速调整自己的行为,以应对看似突然的氧环境变化,作为微调皮肤呼吸的机制。
    Ventilation is critical to animal life-it ensures that individuals move air/water across their respiratory surface, and thus it sustains gas exchange with the environment. Many species have evolved highly specialized (if not unusual) ventilatory mechanisms, including the use of behavior to facilitate different aspects of breathing. However, these behavioral traits are often only described anecdotally, and the ecological conditions that elicit them are typically unclear. We study one such \"ventilation behavior\" in Lake Titicaca frogs (Telmatobius culeus). These frogs inhabit high-altitude (i.e., low oxygen) lakes in the Andean Mountains of South America, and they have become textbook examples of cutaneous gas exchange, which is essentially breathing that occurs across the skin. Accordingly, this species has evolved large, baggy skin-folds that dangle from the body to increase the surface area for ventilation. We show that individuals exposed to acute hypoxic conditions that mirror what free-living individuals likely encounter quickly (within minutes) decrease their activity levels, and thus become very still. If oxygen levels continue to decline, the frogs soon begin to perform push-up behaviors that presumably break the low-oxygen boundary layer around skin-folds to increase the conductance of the water/skin gas exchange pathway. Altogether, we suspect that individuals rapidly adjust aspects of their behavior in response to seemingly sudden changes to the oxygen environment as a mechanism to fine tune cutaneous respiration.
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  • 文章类型: Journal Article
    皮肤张力在临床环境中起着关键作用,它会影响疤痕,伤口愈合和皮肤坏死。尽管它很重要,没有广泛接受的方法来评估体内皮肤张力或其自然预拉伸。这项研究旨在利用现代机器学习(ML)方法来开发一种模型,该模型使用非侵入性的表面波速度测量来预测临床上有用的皮肤特性,例如压力和自然预拉伸。使用简化的二维有限元(FE)模型创建了由模拟波传播实验组成的大型数据集。使用此数据集,进行了敏感性分析,突出材料参数和材料模型对瑞利和超音速剪切波速度的影响。然后,训练高斯过程回归模型来解决病态逆问题,即使用表面波速度的测量来预测应力和皮肤预拉伸。该模型具有良好的预测性能(R2=0.9570),并且可以插值简化的参数方程来计算应力和预拉伸。为了证明波速测量可以便宜而容易地获得,设计了一个简单的实验,以在不同的预拉伸值下从合成皮肤获得波速测量值。这些实验波速与有限元模拟非常吻合,并且仅在FE数据上训练的模型提供了合成皮肤硬度的准确预测。模拟和实验结果都提供了进一步的证据,证明与ML模型耦合的弹性波测量是确定体内皮肤张力的可行的非侵入性方法。重要性声明:为了防止重建手术对患者不利的结果,有必要确定相关的受试者特定的皮肤特性。例如,在皮肤移植期间,有必要估计皮肤的预拉伸,以说明切除后的收缩。现有的方法是侵入性的或依赖于临床医生的经验。我们的工作旨在提出一种创新的框架,以使用通过皮肤传播的表面波的速度非侵入性地确定体内材料特性。我们的发现对外科手术的计划具有意义,并为使用弹性波测量来确定体内材料特性提供了进一步的动力。
    Skin tension plays a pivotal role in clinical settings, it affects scarring, wound healing and skin necrosis. Despite its importance, there is no widely accepted method for assessing in vivo skin tension or its natural pre-stretch. This study aims to utilise modern machine learning (ML) methods to develop a model that uses non-invasive measurements of surface wave speed to predict clinically useful skin properties such as stress and natural pre-stretch. A large dataset consisting of simulated wave propagation experiments was created using a simplified two-dimensional finite element (FE) model. Using this dataset, a sensitivity analysis was performed, highlighting the effect of the material parameters and material model on the Rayleigh and supersonic shear wave speeds. Then, a Gaussian process regression model was trained to solve the ill-posed inverse problem of predicting stress and pre-stretch of skin using measurements of surface wave speed. This model had good predictive performance (R2 = 0.9570) and it was possible to interpolate simplified parametric equations to calculate the stress and pre-stretch. To demonstrate that wave speed measurements could be obtained cheaply and easily, a simple experiment was devised to obtain wave speed measurements from synthetic skin at different values of pre-stretch. These experimental wave speeds agree well with the FE simulations, and a model trained solely on the FE data provided accurate predictions of synthetic skin stiffness. Both the simulated and experimental results provide further evidence that elastic wave measurements coupled with ML models are a viable non-invasive method to determine in vivo skin tension. STATEMENT OF SIGNIFICANCE: To prevent unfavourable patient outcomes from reconstructive surgery, it is necessary to determine relevant subject-specific skin properties. For example, during a skin graft, it is necessary to estimate the pre-stretch of the skin to account for shrinkage upon excision. Existing methods are invasive or rely on the experience of the clinician. Our work aims to present an innovative framework to non-invasively determine in vivo material properties using the speed of a surface wave travelling through the skin. Our findings have implications for the planning of surgical procedures and provides further motivation for the use of elastic wave measurements to determine in vivo material properties.
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  • 文章类型: Journal Article
    皮肤组织被认为在各种负载条件下表现出速率依赖性的机械行为。这里,我们报告说,在单轴拉伸载荷条件下,全厚度烧伤人体皮肤表现出与速率无关的行为。机械性能,即,极限拉应力,极限拉伸应变,和韧性,通过单轴拉伸试验评估了Veronda-Westmann超弹性材料定律的参数。单变量假设检验在以0.3mm/s的三种不同速率加载的皮肤样本的这些属性的分布中没有显着差异(p>0.01),2mm/s,和8毫米/秒。多变量多类分类,采用逻辑回归模型,未能有效区分以上述速率加载的样品,分类准确率仅为40%。极限拉伸应力的中值,极限拉伸应变,韧性计算为1.73兆帕,1.69和1.38MPa,分别。这项研究的发现对于完善烧伤护理培训方案和治疗计划具有重要意义。在独特的地方散发出新的光芒,烧伤皮肤的速率无关行为。
    Skin tissue is recognized to exhibit rate-dependent mechanical behavior under various loading conditions. Here, we report that the full-thickness burn human skin exhibits rate-independent behavior under uniaxial tensile loading conditions. Mechanical properties, namely, ultimate tensile stress, ultimate tensile strain, and toughness, and parameters of Veronda-Westmann hyperelastic material law were assessed via uniaxial tensile tests. Univariate hypothesis testing yielded no significant difference (p > 0.01) in the distributions of these properties for skin samples loaded at three different rates of 0.3 mm/s, 2 mm/s, and 8 mm/s. Multivariate multiclass classification, employing a logistic regression model, failed to effectively discriminate samples loaded at the aforementioned rates, with a classification accuracy of only 40%. The median values for ultimate tensile stress, ultimate tensile strain, and toughness are computed as 1.73 MPa, 1.69, and 1.38 MPa, respectively. The findings of this study hold considerable significance for the refinement of burn care training protocols and treatment planning, shedding new light on the unique, rate-independent behavior of burn skin.
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