Intelligent textiles are looking bright.

Flexible fiber electronics couple with the human body for wireless tactile sensing.

Deciphering Depressor Anguli Oris for Lower Face Rejuvenation: A Prospective Ultrasound-Based Investigation.

BACKGROUND: The depressor anguli oris muscle (DAO) is a pivotal treatment target in creation of harmonic jawline. However, evidence of its live morphology remains scarce. OBJECTIVES: This study aimed to reevaluate DAO by a facile ultrasound analysis and hereby guide safer and more effective botulinum toxin type A (BTX-A) injection. METHODS: A prospective ultrasound assessment was conducted in 41 patients. Morphology of DAO and its relative position with neighboring structures were appraised at the ubiquitous facial landmark, labiomandibular fold (LMF). Three-dimensional images were captured before and after receiving BTX-A injection based on sonographic evidence. RESULTS: The skin-to-muscle depths of DAO on average (measured from the medial to lateral border) were 5.26, 5.61, and 8.42 mm. DAO becomes thinner and wider from zone 1 to 3 (p < 0.001). Overlapping lengths between DAO and DLI increased from zone 1 to 3: 4.74, 9.68, 14.54 mm (p < 0.001). The medial border of DAO was located at 4.33, 6.12, 8.90 mm medial to LMF (zone 1-3), and no muscle fibers of DAO was observed at zone 1 and 2 in near one-third of patients. Mouth corner downturn angle improvement upon receiving BTX-A injection at zone 2 and 3 were 88.3%, 32.3%, and 14.7% for the neutral, maximum smile, and down-pulling mouth corner expressions. CONCLUSIONS: This work established an informative ultrasound portrait of the DAO and structures in the perioral region, which suggests LMF as a convenient landmark to locate DAO. Injections at the middle and lower thirds of LMF at a 4-5 mm depth is recommended.

Adaptive tactile interaction transfer via digitally embroidered smart gloves.

Human-machine interfaces for capturing, conveying, and sharing tactile information across time and space hold immense potential for healthcare, augmented and virtual reality, human-robot collaboration, and skill development. To realize this potential, such interfaces should be wearable, unobtrusive, and scalable regarding both resolution and body coverage. Taking a step towards this vision, we present a textile-based wearable human-machine interface with integrated tactile sensors and vibrotactile haptic actuators that are digitally designed and rapidly fabricated. We leverage a digital embroidery machine to seamlessly embed piezoresistive force sensors and arrays of vibrotactile actuators into textiles in a customizable, scalable, and modular manner. We use this process to create gloves that can record, reproduce, and transfer tactile interactions. User studies investigate how people perceive the sensations reproduced by our gloves with integrated vibrotactile haptic actuators. To improve the effectiveness of tactile interaction transfer, we develop a machine-learning pipeline that adaptively models how each individual user reacts to haptic sensations and then optimizes haptic feedback parameters. Our interface showcases adaptive tactile interaction transfer through the implementation of three end-to-end systems: alleviating tactile occlusion, guiding people to perform physical skills, and enabling responsive robot teleoperation.

A multicenter analysis on the changes of sIgE in China during the early period of COVID-19 pandemic.

OBJECTIVE: This study aims to analyze the changes in allergen composition ratio during the early stages of the COVID-19 outbreak in China and analyze the underlying factors contributing to these alterations. METHODS: A multicenter study approach was employed. A total of 618 male and female patients (0-89 years old) were recruited from the dermatology, pediatrics, and allergy departments of 17 hospitals across 15 Chinese cities between January 2020 and June 2021. Serum samples were collected and subjected to allergen-specific immunoglobulin E (sIgE) detection using the reversed enzyme allegro-sorbent test. The allergens included Dermatophagoides pteronyssinus (D. pteronyssinus), Dermatophagoides farina (D. farina), Ambrosia artemisiifolia (A. artemisiifolia), Salix babylonica (S. babylonica), dog dander, alternaria, cockroach, Artemisia argyi (A. argyi), cat dander, house dust, milk, hen's egg, mutton, cod, peanut, beef, soybean, shrimp, crab, and wheat. Each participant was required to exhibit at least one positive sIgE detection result (≥0.35 IU/mL). The chi-square test was used to analyze the differences between groups. RESULTS: The positive sIgE proportion of inhalation allergens were significantly lower than that of ingestion allergens. As restrictions on outdoor activities and seafood imports persisted, the positive sIgE proportion of wheat and shrimp exhibited a significant decrease in the spring of 2021 compared to the corresponding period in 2020. Conversely, there was a substantial increase in the positive proportion of crab. The fluctuation in the ratio of D. pteronyssinus and D. farina appeared to be influenced more by seasonal factors rather than the COVID-19 pandemic. However, no noteworthy disparities were observed in the proportions of other allergens. CONCLUSION: The alterations in allergen composition during the initial phase of the epidemic may be attributed to several factors, such as decreased travel, increased mask usage, reduced carbohydrate consumption, and changes in seafood consumption. However, factors such as season, cultural practices, and customs may also influence the composition of allergens.

Exosomes from human adipose-derived mesenchymal stem cells attenuate localized scleroderma fibrosis by the let-7a-5p/TGF-ßR1/Smad axis.

BACKGROUND: Inflammation and fibrosis of the skin are characteristics of localized scleroderma (LS). Emerging evidence has demonstrated that exosomes from human adipose tissue-derived mesenchymal stem cells (ADSC-Exo) could alleviate skin fibrosis. OBJECTIVE: The impact and potential mechanism of ADSC-Exo on LS fibrosis was examined. METHODS: ADSC-Exo was isolated and identified. The effects of ADSC-Exo on the abilities of proliferation and migration of LS-derived fibroblasts (LSFs) were assessed by CCK-8 and scratch assays, respectively. qRT-PCR, western blot, and immunofluorescence were conducted to detect LSFs stimulated with ADSC-Exo, ADSC-ExoAnti-let-7a-5p, let-7a-5p mimic/TGF-ßR1 shRNA virus, and negative controls. The impact of ADSC-Exo on C57BL/6j LS mice was evaluated by photographic morphology, hematoxylin-eosin (H&E), Masson's trichrome, and immunohistochemical staining. RESULTS: The verified ADSC-Exo limited the proliferation and migration of LSFs and reduced the expression of COL1, COL3, α-SMA, TGF-ßR1, and p-Smad2/ 3 in vitro and in vivo. TGF-ßR1 knockdown and let-7a-5p mimic in LSFs reduced the expression of COL1, COL3, α-SMA, and p-Smad2/3. However, compared with the ADSC-ExoNC group, the dermal thickness was increased, collagen arrangement was disordered, and α-SMA and TGF-ßR1 levels were increased after exposure to ADSC-ExoAnti-let-7a-5p. CONCLUSIONS: In this study, it might show that ADSC-Exo may successfully prevent LSF bioactivity, collagen deposition, and myofibroblast trans-differentiation. Additionally, we confirmed that let-7a-5p in ADSC-Exo could directly target TGF-R1 to control the Smad pathway and reduce fibrosis in LSFs. Our work offered a brand-new therapeutic approach and clarified the unique mechanism for the clinical management of LS.

Fat Grafting Reduces Skin Hyperpigmentation of Localized Scleroderma Patients: A Prospective Self-controlled Study.

BACKGROUND: Localized scleroderma (LS) is characterized by skin fibrosis, hyperpigmentation and soft tissue atrophy. Fat grafting has been widely used to correct LS deformity. OBJECTIVE: To investigate the effect of fat grafting on the skin pigmentation of LS lesions. METHODS: A prospective self-controlled study was conducted. Skin melanin and erythema indexes were measured by Mexameter® MX18 before and 3 months after surgery. Differences between lesions and contralateral normal sites were compared to evaluate changes induced by fat grafting. Localized Scleroderma Cutaneous Assessment Tool and PUMC Localized Scleroderma Facial Aesthetic Index were used for clinical evaluation. RESULTS: Fourteen frontal linear LS patients participated in the study. Before surgery, the melanin index of the lesions was significantly higher than the contralateral sites (p = 0.023), while the erythema indexes were not significantly different (p = 0.426). Three months post-operation, the melanin index of the lesions significantly decreased (p = 0.008). There was no significant change in the erythema index of the lesions before and after fat grafting (p = 0.322). The LoSCAT and PUMC LSFAI scores demonstrated improved disease condition and facial esthetics after surgery. CONCLUSION: Fat grafting could alleviate skin hyperpigmentation and skin damage of LS lesions while having little effect on skin erythema and disease activity. LEVEL OF EVIDENCE III: This journal requires that authors assign a level of evidence to each article. For a full description of these Evidence-Based Medicine ratings, please refer to the Table of Contents or the online Instructions to Authors www.springer.com/00266 .

What factors will influence patients when choosing plastic surgeons? A behaviour analysis of Chinese patients.

PURPOSE: To analyze the factors that patients consider when choosing plastic surgeons and investigate patients' attitudes toward physicians' aesthetic ability and their adherence toward same-gender physicians. METHODS: A cross-sectional study was conducted. All patients who presented for evaluation and management between January and April 2022 were eligible for study enrolment. Data collected include demographical information and specific questions related to choosing plastic surgeons, including physician's education, surgical ability, research, title, appearance, dress, age, aesthetics, the patient's preference for physicians' gender, and the way of learning about physicians. RESULTS: 1006 valid respondents participated, and the average age was 46.44 ±â€¯15.51 years old (participation rate 99.60%). 72.5% were female. Plastic surgery history (OR 3.242, 95%CI: 1.664-6.317, p = 0.001), education (OR 1.895, 95%CI: 1.064-3.375, p = 0.030), income (OR 1.340, 95%CI: 1.026-1.750, p = 0.032), sexual orientation (OR 1.662, 95%CI: 1.066-2.589, p = 0.025), and concern for the physicians' appearance (OR 1.564, 95%CI: 1.160-2.107, p = 0.003) were significantly associated with patients' tendency to value physicians' aesthetic ability. Marital status (OR 0.766, 95% CI: 0.616-0.951, p = 0.016), income (OR 0.896,95% CI: 0.811-0.990, p = 0.031), the attention to physicians' age (OR 1.191,95% CI: 1.031-1.375, p = 0.017), and the attention to physicians' aesthetic ability (OR 0.775,95% CI: 0.666-0.901, p = 0.001) were significantly associated with the respondents' same-gender adherence degree. CONCLUSION: These findings suggest that patients with plastic surgery history, higher income, higher education background, and more diverse sexual orientation paid more attention to physicians' aesthetic ability. Marriage and income would affect the same-gender adherence degree, which would further influence patients' attention to the doctor's age and aesthetic ability.

Wip1 regulates wound healing by affecting activities of keratinocytes and endothelial cells through ATM-p53 and mTOR signaling.

BACKGROUND: As a p53-regulated gene, Wip1 regulates proliferation, migration, apoptosis, and senescence of several type cells, but its biological functions in keratinocytes and endothelial cells which are involved wound healing are not fully understood. This study aims to reveal the function and underlying mechanism of Wip1 in wound healing using models of transgenic animal, keratinocytes, and endothelial cells. METHODS: Using Wip1 knockout C57 BL/6 mice, we investigated effect of Wip1 deficiency on wound healing and angiogenesis; And using HaCaT and HUVEC as keratinocytes and endothelial cells, combined using primary keratinocytes from Wip1 knockout mice, we studied the effects of Wip1 knockdown/knockout or overexpression on proliferation, migration, and protein expressions of signaling components in ATM-p53 and mTOR pathway. RESULTS: Wip1 deficiency in mice impaired the wound repair and endothelial angiogenesis, reduced the thickness of granulation tissue, and decreased the number of Ki67-positive cells and CD31 positive vessels in granulation tissue. Knockdown of Wip1 by shRNAs suppressed the proliferation and migration of HaCaT and HUVEC cells and induced notably apoptosis in the two cells. In western blot, Wip1 knockdown enriched p53 and ATM proteins, while decreased activated AKT, mTOR and activated S6 ribosomal protein (pS6) levels in HaCaT and HUVEC cells. Ectopic expression of Wip1 decreased the p53 and ATM proteins, while increased activated AKT, mTOR and pS6 levels in HaCaT and HUVEC cells. And in primary keratinocytes from mice tail skin, Wip1 knockout increased p53 and ATM, while decreased activated AKT, mTOR and pS6 protein levels. CONCLUSION: Our study directly supports that Wip1 regulated skin wound healing possibly by affecting bioactivities including proliferation, migration and apoptosis of keratinocytes and endothelial cells at least through by modulating ATM-p53 and mTOR signaling.

2-Methoxyestradiol inhibits the proliferation level in keloid fibroblasts through p38 in the MAPK/Erk signaling pathway.

BACKGROUND: The MAPK/Erk signaling pathway is a classic pathway in cell proliferation. Our former study showed that keloid tissue revealed a higher proliferation level than physiological scars and normal skin. As a natural metabolite of estradiol, 2-methoxyestradiol (2ME2) showed an inhibition proliferation effect on tumor cells. AIM: In this study, the treatment effect of 2ME2 and its potential mechanisms are explored. METHODS: Six keloid patients and six non-keloid patients were randomly selected from the Department of Plastic Surgery at our hospital during June 2021 to December 2021. Six groups were established: normal skin fibroblasts (N); keloid fibroblasts (K); keloid fibroblasts treated with 2ME2 (K + 2ME2); keloid fibroblasts treated with dimethyl sulfoxide (DMSO) (K + DMSO); keloid fibroblasts treated with doramapimod (K + IN); keloid fibroblasts treated with doramapimod (p38 inhibitor) and 2ME2 (K + IN+2ME2). The fibroblast activity and key factor expression of the MAPK/Erk signaling pathway were measured. RESULTS: In the results, 2ME2 significantly inhibited keloid fibroblast activity and key factor expression (except STAT1). CONCLUSION: The proliferation levels were reduced by both the p38 inhibitor and 2ME2, indicating 2ME2 may achieve an antiproliferation effect by targeting p38 in keloid fibroblasts.

Does injection pattern matter in upper face BoNT-A application? A prospective split-face andomized trial comparing linear and spot technique.

BACKGROUND: Although the efficacy of botulinum toxin type A (BoNT-A) has been shown to vary depending on injection layer, reconstitution volumes, and BoNT-A formulations, the impact of injection patterns has been rarely mentioned. This article compared the therapeutic effects in patients treated with BoNT-A with retrograde linear and traditional spot injection techniques. METHODS: Twenty-eight participants were enrolled in a split-face, patient-blinded randomized clinical trial. Each patient received BoNT-A injected with linear injection technique on one side and with spot injection technique on the other side. Outcomes included the wrinkle improvement rates (WIR) of the two injection techniques determined by the wrinkle scores derived from Antera 3D camera, the muscle activity assessed via ultrasound, and patient-reported pain rating on a numeric pain rating scale (NRS). RESULTS: All participants completed the study. For forehead wrinkles, WIR on the linear side was significantly larger than that on the spot side at 1 week and 1 month (p<0.02). For glabellar wrinkles, WIR on the linear injection side was significantly larger than that on the spot side at 1 week (p=0.04). However, for periorbital wrinkles, WIR on the spot side was significantly larger than that on the linear side at 1 week (p<0.03). No significant difference was observed between the injection patterns in terms of muscle contraction and NRS scores. CONCLUSIONS: Compared with the traditional spot injection, the retrograde linear injection shows to be superior in reducing forehead lines and glabellar lines, but less effective in reducing periorbital lines when identical dosages were injected. TRIAL REGISTRATION: chictr.org.cn: ChiCTR2100046880.

Intrathyroid thymic carcinoma: clinicopathological features and whole exome sequencing analysis.

Intrathyroid thymic carcinoma (ITC) is a rare malignant tumour. We present nine cases of ITC that were analysed by immunohistochemical staining, of which five were analysed using whole exome sequencing (WES). These cases included six women and three men with an age range of 31-66 years. The average postoperative follow-up term was 37.8 months (range, 7-95 months), and all patients survived well except for one case with lung metastasis. Microscopically, ITC showed solid islands of tumour cells separated by fibrous connective tissue containing lymphocytes and other inflammatory cells. Tumour cells strongly expressed Ckpan (AE1/AE3), P63, and CD117. And all cases but one were positive for CD5. The median value of Ki-67 was 32% (range 10-60%). We observed partial positivity of Syn and CgA in only one case. ITC shares morphological and immunohistochemical similarities with thymic squamous cell carcinoma. In situ hybridization of EBER showed negative results. All cases were microsatellite stable, and the tumour mutational burden of the 5 cases was all < 1 mutations/Mb. WES showed higher mutation rates for N4BP1 (2/5), and many genetic alterations were related to the NF-kB signalling pathway, which is crucial for insight into the molecular mechanisms of the occurrence and development of ITC.

The Dorsal Nasal Complex in Asians: Anatomical Variations and Injection Guide for Botulinum Toxin Type A.

BACKGROUND: Multiple muscles contribute to the formation of dorsal nasal lines (DNLs) and affect nasal aesthetics. Few attempts have been made to explore the range of distribution of DNLs in relation to injection planning. OBJECTIVES: The aim of this study was to classify the distribution types of DNLs and propose a refined injection technique validated by clinical study and cadaver dissection. METHODS: Patients were classified into 4 types according to their DNL distribution type. Botulinum toxin type A injections were administered at 6 regular points and 2 optional points. The effect on wrinkle reduction was assessed. Patient satisfaction was recorded. Cadaver dissection was conducted to explore the anatomical evidence of DNL variation. RESULTS: The study included 349 treatments in 320 patients (269 females and 51 males), whose DNLs were classified into complex type, horizontal type, oblique type, and vertical type. The severity of DNLs was significantly reduced after treatment. Most patients were satisfied. From the cadaver study, connecting muscular fibers were clearly observed among the muscles involved in the formation of DNLs, and these muscles were collectively named the dorsal nasal complex (DNC) by the authors. Four anatomical variations of the DNC were discovered, corroborating the DNL classification system. CONCLUSIONS: A novel anatomical concept, the DNC, and a classification system for DNLs were proposed. Each of the 4 distribution types of DNLs corresponds to a specific anatomical variation of the DNC. A refined injection technique for DNLs was developed, and its efficacy and safety were demonstrated.

Temporal and periorbital depressions identified by 3D images are correlated with malnutrition phenotypes in cancer patients: A pilot study.

Background: Prompt diagnosis of malnutrition and appropriate interventions can substantially improve the prognosis of patients with cancer; however, it is difficult to unify the tools for screening malnutrition risk. 3D imaging technology has been emerging as an approach to assisting in the diagnosis of diseases, and we designed this study to explore its application value in identifying the malnutrition phenotype and evaluating nutrition status. Methods: Hospitalized patients treating with maintenance chemotherapy for advanced malignant tumor of digestive system were recruited from the Department of Oncology, whose NRS 2002 score > 3. Physical examination and body composition data of patients at risk for malnutrition were analyzed by physicians trained to complete a subjective global assessment. The facial depression index was recognized using the Antera 3D® system, temporal and periorbital depression indexes were acquired using the companion software Antera Pro. This software captures quantitative data of depression volume, affected area, and maximum depth of temporal and periorbital concave areas. Results: A total of 53 inpatients with malnutrition-related indicators were included. The volume of temporal depression was significantly negatively correlated with upper arm circumference (r = -0.293, p = 0.033) and calf circumference (r = -0.285, p = 0.038). The volume and affected area of periorbital depression were significantly negatively correlated with fat mass index (r = -0.273, p = 0.048 and r = -0.304, p = 0.026, respectively) and percent body fat (r = -0.317, p = 0.021 and r = -0.364, p = 0.007, respectively). The volume and affected area of temporal depression in patients with muscle loss phenotype (low arm circumference/low calf circumference/low handgrip strength/low fat-free mass index) were significantly higher than those in patients without muscle loss. Moreover, patients with fat mass loss phenotype (low fat mass index) showed a significant increase in the volume and affected area of periorbital depression. Conclusion: The facial temporal region, and periorbital depression indicators extracted by 3D image recognition technology were significantly associated with the phenotype of malnutrition-related muscle and fat loss and showed a trend of grade changes in the population of different subjective global assessment nutritional classifications.

Unparallel improvement patterns of dynamic wrinkles and skin quality after botulinum toxin type A treatment on the upper face.

BACKGROUND: Botulinum toxin type A (BoNT-A) can not only reduce the dynamic wrinkles but also improve the skin quality. This study aims to quantitaively and comprehensively assess the improvement of dynamic wrinkles and skin quality following BoNT-A treatment on the upper face. METHODS: Patients were recruited to receive BoNT-A treatment of the glabellar, frontal, and lateral periorbital wrinkles. Antera 3D camera was used to evaluate the skin quality and dynamic wrinkle severity. Follow-up visits were at 1 week, 1 month, 3 months, and 6 months after treatment. Different filters were utilized to quantitatively detect the severity of fine wrinkles (FWS), the volume of pores (PV), the roughness of skin texture (STR), and the severity of dynamic wrinkles (DWS). RESULTS: Twenty-four participants (average 30.5 ± 7.2 years) were recruited. The significant improvement of PV, FWS, and STR in different areas usually maintained from 1 to 6 months after injections but of DWS only existed within 3 months. For each area, the improvement rates of FWS, PV, and STR peaked at 3 months or 6 months after treatment while the maximal improvement of DWS was observed at 1 month posttreatment. CONCLUSION: After BoNT-A treatment for dynamic wrinkles on the upper face, the skin quality of target regions can also be ameliorated. The improvement of skin quality and dynamic wrinkles presented unparallel patterns. The former is with a slower onset but longer duration while the latter exhibits a more rapid onset but shorter duration.

Vaginal Rejuvenation with Acellular Dermal Matrix.

Female genital cosmetic surgery consists of multiple procedures, usually including labiaplasty, clitoral prepuce reduction, labia majora augmentation, and vaginoplasty. The reasons for women to undergo these surgeries can be categorized as functional and aesthetic ones. In this study, we introduced the modified vaginoplasty with acellular dermal matrix (ADM) and briefly reviewed our experience in the combination of multiple procedures to achieve the optimal effect.

The 100 Most-Cited Manuscripts on Blepharoptosis: A Bibliometric analysis.

BACKGROUND: We conducted a bibliometric analysis of blepharoptosis, obtained the top 100 most-cited articles, and then researched the characteristics of every article. MATERIALS AND METHODS: The Web of Science Citation Index was utilized to identify articles related to blepharoptosis written in English published from 1900 to 2021 using predefined search terms. Then, the returned results were screened, and the top 100 most-cited articles were individually classified based on publication year, country of publication, source journal, total citations, authors' specialty, level of evidence, main subject, and type of study. RESULTS: The 100 most-cited articles were published between 1948 and 2014. The number of citations/articles ranged from 49 to 743. Ophthalmology journals made the greatest contributions to landmark literature (n=61). The primary focus of these 100 studies was the surgical technique (n=41). The majority of them (n=52) only achieved level 4 evidence, as a high proportion of these articles were case series (n=52). The most common country of publication was the United States (n=59). CONCLUSIONS: Our bibliometric analysis provides insight into the citation frequency of the most-cited articles on blepharoptosis. The landmark, highly cited articles that have shaped the landscape of blepharoptosis were identified. The results from these top 100 cited articles are helpful for present current surgical decision-making.

A Novel Protein Elicitor (PELL1) Extracted from Lecanicillium lecanii Induced Resistance against Bemisia tabaci (Hemiptera: Aleyrodidae) in Gossypium hirsutum L.

Protein elicitors play a key role in signaling or displaying plant defense mechanism and emerging as vital tools for biocontrol of insects. This study was aimed at the characterization of the novel protein elicitor isolated from entomopathogenic fungi Lecanicillium lecanii (V3) strain and its activity against whitefly, Bemisia tabaci, in cotton (Gossypium hirsutum L.). The sequence of purified elicitor protein showed 100% similarity with hypothetical protein LEL_00878 (Cordyceps confragosa RCEF 1005) (GenBank accession no. OAA81333.1). This novel protein elicitor has 253 amino acid residues and 762 bp with a molecular mass of 29 kDa. Their combatant protein was expressed in Escherichia coli using pET-28a (+) plasmid. Bioassay was revealed to quantify the impact of numerous concentrations of protein (i.e., 58.32, 41.22, and 35.41 µg/ml) on the fecundity rate of B tabaci on cotton plants. Bioassay results exhibited a significant effect (P ≤ 0.001) of all the concentrations of protein on the fecundity rate of B. tabaci. In addition, the gene expression analysis found a significant upregulation of the major genes associated with salicylic acid (SA) and jasmonic acid (JA) defense pathways in elicitor protein-treated plants. Our results showed that the potential application of novel protein elicitor derived from Lecanicillium lecanii will be used as future biointensive controlling approaches against whitefly, Bemisia tabaci.

Association Between Fat Graft Retention and Blood Flow in Localized Scleroderma Patients: A Pilot Study.

Background: Microcirculation plays a vital role in scleroderma physiopathology and the mechanism of fat survival. Objective: This study aims to assess the blood perfusion change after fat grafting and evaluate the relationship between blood perfusion and fat graft retention in patients with localized scleroderma (LS). Methods: A pilot study was conducted in patients with LS receiving autologous fat grafting (AFG). Fat graft retention measured by magnetic resonance imaging (MRI) analysis and blood flow perfusion measured by laser speckle contrast imaging 6 months postoperatively were noted. PUMC Localized Scleroderma Facial Aesthetic Index was used to assess the improvement of facial aesthetic impairment. Results: The fat retention at the 6-month follow-up was 34.56 ± 11.89 percent. At the 6th month of follow-up, the relative blood perfusion at the lesion area was 115.08 ± 14.39 PU, significantly higher than 100.42 ± 10.62 PU at the pre-operation (p = 0.010). The blood perfusion at follow-up increased by an average of 1.15 ± 0.14 times before the operation. No association between the increase in the blood flow perfusions and fat graft retention was found (r = -0.082, p = 0.811). Conclusion: Local blood perfusion in the lesion area relatively increased after AFG, but no direct relationship was found between fat retention and increased blood supply.

Thermal fluid fields reconstruction for nanofluids convection based on physics-informed deep learning.

Based on physics-informed deep learning method, the deep learning model is proposed for thermal fluid fields reconstruction. This method applied fully-connected layers to establish the mapping function from design variables and space coordinates to physical fields of interest, and then the performance characteristics Nusselt number Nu and Fanning friction factor f can be calculated from the reconstructed fields. Compared with reconstruction model based on convolutional neural network, the improved model shows no constrains on mesh generation and it improves the physical interpretability by introducing conservation laws in loss functions. To validate this method, the forced convection of the water-Al2O3 nanofluids is utilized to construct training dataset. As shown in this paper, this deep neural network can reconstruct the physical fields and consequently the performance characteristics accurately. In the comparisons with other classical machine learning methods, our reconstruction model is superior for predicting performance characteristics. In addition to the effect of training size on prediction power, the extrapolation performance (an important but rarely investigated issue) for important design parameters are also explored on unseen testing datasets.