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1.
Neural Netw ; 176: 106350, 2024 Apr 30.
Article in English | MEDLINE | ID: mdl-38723309

ABSTRACT

In recent years, self-supervised learning has emerged as a powerful approach to learning visual representations without requiring extensive manual annotation. One popular technique involves using rotation transformations of images, which provide a clear visual signal for learning semantic representation. However, in this work, we revisit the pretext task of predicting image rotation in self-supervised learning and discover that it tends to marginalise the perception of features located near the centre of an image. To address this limitation, we propose a new self-supervised learning method, namely FullRot, which spotlights underrated regions by resizing the randomly selected and cropped regions of images. Moreover, FullRot increases the complexity of the rotation pretext task by applying the degree-free rotation to the region cropped into a circle. To encourage models to learn from different general parts of an image, we introduce a new data mixture technique called WRMix, which merges two random intra-image patches. By combining these innovative crop and rotation methods with the data mixture scheme, our approach, FullRot + WRMix, surpasses the state-of-the-art self-supervision methods in classification, segmentation, and object detection tasks on ten benchmark datasets with an improvement of up to +13.98% accuracy on STL-10, +8.56% accuracy on CIFAR-10, +10.20% accuracy on Sports-100, +15.86% accuracy on Mammals-45, +15.15% accuracy on PAD-UFES-20, +32.44% mIoU on VOC 2012, +7.62% mIoU on ISIC 2018, +9.70% mIoU on FloodArea, +25.16% AP50 on VOC 2007, and +58.69% AP50 on UTDAC 2020. The code is available at https://github.com/anthonyweidai/FullRot_WRMix.

2.
J Spine Surg ; 10(1): 135-143, 2024 Mar 20.
Article in English | MEDLINE | ID: mdl-38567004

ABSTRACT

Oblique lateral interbody fusion (OLIF) is a powerful method to treat various spinal conditions and is frequently combined with posterior instrumentation. This is traditionally performed in dual positions, with the patient first in lateral then turned prone. Single position lateral surgery (SPS-L) has been studied in a bid to improve surgical efficiency and reduce operative costs, but various limitations have been identified. More recently, the single position prone surgery (SPS-P) has been described as an alternative to address some of these limitations. This case illustrates a patient who underwent SPS-P using an OLIF corridor with subsequent posterior decompression and instrumentation. The benefits and limitations of this procedure compared to the conventional techniques are highlighted in this case. We present the case of a 75-year-old female presenting with thoracic myelopathy over T11/12 and concurrent L2-4 spinal stenosis. She underwent OLIF of L2/3 and L3/4, posterior decompression of T11/12 and L2/3, and posterior instrumented fusion from T10-L4 via a single prone position. We aim to describe the advantages of this approach and the challenges encountered through our experience. SPS-P offers numerous benefits compared to the already powerful SPS-L. In the upper levels of the lumbar spine, a pre-psoas approach may also be feasible. However, the prone lateral technique does not replace all patients suited for a lateral interbody fusion but should be seen as a viable option for selected cases such as those with previous fusion at the L5/S1 with adjacent degeneration requiring extension and posterior fixation.

3.
J Math Biol ; 88(6): 65, 2024 Apr 17.
Article in English | MEDLINE | ID: mdl-38630136

ABSTRACT

First-principles-based modelings have been extremely successful in providing crucial insights and predictions for complex biological functions and phenomena. However, they can be hard to build and expensive to simulate for complex living systems. On the other hand, modern data-driven methods thrive at modeling many types of high-dimensional and noisy data. Still, the training and interpretation of these data-driven models remain challenging. Here, we combine the two types of methods to model stochastic neuronal network oscillations. Specifically, we develop a class of artificial neural networks to provide faithful surrogates to the high-dimensional, nonlinear oscillatory dynamics produced by a spiking neuronal network model. Furthermore, when the training data set is enlarged within a range of parameter choices, the artificial neural networks become generalizable to these parameters, covering cases in distinctly different dynamical regimes. In all, our work opens a new avenue for modeling complex neuronal network dynamics with artificial neural networks.


Subject(s)
Learning , Neural Networks, Computer , Nonlinear Dynamics
4.
J Hand Surg Eur Vol ; : 17531934241238939, 2024 Mar 19.
Article in English | MEDLINE | ID: mdl-38501863

ABSTRACT

This study reports the surgical technique and outcomes of tendon ball arthroplasty combined with proximal carpal stabilization using the extensor carpi radialis longus tendon for treating advanced Kienbock's disease. The collapsed lunate is excised and a tendon ball inserted as a spacer. A distally based extensor carpi radials longus graft is passed through the scaphoid, tendon ball and triquetrum, reconstructing the proximal carpal row. In total, 16 patients were included and the mean follow-up was 25 months. Pain improved from 5.6 preoperatively to 1.3 postoperatively on a 10-point visual analogue scale. Mean wrist motion improved by 17.8° and grip strength compared with the non-operative side increased by 22.1% on average. Radiographic outcomes demonstrated correction of scaphoid flexion and carpal height ratio. The modified tendon ball arthroplasty may be an alternative wrist salvage procedure for the treatment of advanced Kienbock's disease.Level of evidence: IV.

5.
IEEE J Biomed Health Inform ; 28(2): 719-729, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37624725

ABSTRACT

Accurate and unbiased examinations of skin lesions are critical for the early diagnosis and treatment of skin diseases. Visual features of skin lesions vary significantly because the images are collected from patients with different lesion colours and morphologies by using dissimilar imaging equipment. Recent studies have reported that ensembled convolutional neural networks (CNNs) are practical to classify the images for early diagnosis of skin disorders. However, the practical use of these ensembled CNNs is limited as these networks are heavyweight and inadequate for processing contextual information. Although lightweight networks (e.g., MobileNetV3 and EfficientNet) were developed to achieve parameter reduction for implementing deep neural networks on mobile devices, insufficient depth of feature representation restricts the performance. To address the existing limitations, we develop a new lite and effective neural network, namely HierAttn. The HierAttn applies a novel deep supervision strategy to learn the local and global features by using multi-stage and multi-branch attention mechanisms with only one training loss. The efficacy of HierAttn was evaluated by using the dermoscopy images dataset ISIC2019 and smartphone photos dataset PAD-UFES-20 (PAD2020). The experimental results show that HierAttn achieves the best accuracy and area under the curve (AUC) among the state-of-the-art lightweight networks.


Subject(s)
Dermoscopy , Skin Diseases , Humans , Dermoscopy/methods , Skin Diseases/diagnostic imaging , Neural Networks, Computer , Diagnosis, Computer-Assisted/methods
6.
Foods ; 12(21)2023 Oct 31.
Article in English | MEDLINE | ID: mdl-37959106

ABSTRACT

Meat quality is an economically important trait for global food production. Copy number variations (CNVs) have been previously implicated in elucidating the genetic basis of complex traits. In this article, we detected a total of 112,198 CNVs and 10,102 CNV regions (CNVRs) based on the Bovine HD SNP array. Next, we performed a CNV-based genome-wide association analysis (GWAS) of six meat quality traits and identified 12 significant CNV segments corresponding to eight candidate genes, including PCDH15, CSMD3, etc. Using region-based association analysis, we further identified six CNV segments relevant to meat quality in beef cattle. Among these, TRIM77 and TRIM64 within CNVR4 on BTA29 were detected as candidate genes for backfat thickness (BFT). Notably, we identified a 34 kb duplication for meat color (MC) which was supported by read-depth signals, and this duplication was embedded within the keratin gene family including KRT4, KRT78, and KRT79. Our findings will help to dissect the genetic architecture of meat quality traits from the aspects of CNVs, and subsequently improve the selection process in breeding programs.

7.
BMC Biol ; 21(1): 208, 2023 10 05.
Article in English | MEDLINE | ID: mdl-37798721

ABSTRACT

BACKGROUND: Domestication and introduction of dairy animals facilitated the permanent human occupation of the Tibetan Plateau. Yet the history of dairy pastoralism in the Tibetan Plateau remains poorly understood. Little is known how Tibetans adapted to milk and dairy products. RESULTS: We integrated archeological evidence and genetic analysis to show the picture that the dairy ruminants, together with dogs, were introduced from West Eurasia into the Tibetan Plateau since ~ 3600 years ago. The genetic admixture between the exotic and indigenous dogs enriched the candidate lactase persistence (LP) allele 10974A > G of West Eurasian origin in Tibetan dogs. In vitro experiments demonstrate that - 13838G > A functions as a LP allele in Tibetans. Unlike multiple LP alleles presenting selective signatures in West Eurasians and South Asians, the de novo origin of Tibetan-specific LP allele - 13838G > A with low frequency (~ 6-7%) and absence of selection corresponds - 13910C > T in pastoralists across eastern Eurasia steppe. CONCLUSIONS: Results depict a novel scenario of genetic and cultural adaptations to diet and expand current understanding of the establishment of dairy pastoralism in the Tibetan Plateau.


Subject(s)
Animal Husbandry , Asian People , Diet , Milk , Animals , Dogs/genetics , Humans , Tibet , Ruminants
8.
iScience ; 26(9): 107677, 2023 Sep 15.
Article in English | MEDLINE | ID: mdl-37680474

ABSTRACT

Tibetans are the ideal population to study genetic adaptation in extreme environments. Here, we performed systematic phenotyping of 11,880 highlanders, covering 133 quantitative traits of 13 organ systems. We provided a comprehensive phenotypic atlas by comparing altitude adaptation and altitude acclimatization. We found the differences between adaptation and acclimatization are quantitative rather than qualitative, with a whole-system "blunted effect" seen in the adapted Tibetans. We characterized twelve different functional changes between adaptation and acclimatization. More importantly, we established a landscape of adaptive phenotypes of indigenous Tibetans, including 45 newly identified Tibetan adaptation-nominated traits, involving specific changes of Tibetans in internal organ state, metabolism, eye morphology, and skin pigmentation. In addition, we observed a sex-biased pattern between altitude acclimatization and adaptation. The generated atlas of phenotypic landscape provides new insights into understanding of human adaptation to high-altitude environments, and it serves as a valuable blueprint for future medical and physiological studies.

9.
Phenomics ; 3(4): 329-332, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37589023

ABSTRACT

Blood oxygen saturation (SpO2) is a key indicator of oxygen availability in the body. It is known that a low SpO2 at high altitude is associated with morbidity and mortality risks due to physiological hypoxemia. Previously, it was proposed that the lowlander immigrants living at high altitude should have a lower SpO2 level compared to the highlander natives, but this proposal has not been rigorously tested due to the lack of data from the lowlander immigrants living at high altitude. In this study, we compared arterial oxygen saturation of 5929 Tibetan natives and 1034 Han Chinese immigrants living at altitudes ranging from 1120 m to 5020 m. Unexpectedly, the Han immigrants had a higher SpO2 than the Tibetan natives at the same high altitudes. At the same time, there is a higher prevalence of chronic mountain sickness in Han than in Tibetans at the same altitude. This result suggests that the relatively higher SpO2 level of the acclimatized Han is associated with a physiological cost, and the SpO2 level of Tibetans tends to be sub-optimal. Consequently, SpO2 alone is not a robust indicator of physiological performance at high altitude. Supplementary Information: The online version contains supplementary material available at 10.1007/s43657-023-00117-x.

10.
Acta Pharm Sin B ; 13(5): 2269-2280, 2023 May.
Article in English | MEDLINE | ID: mdl-37250166

ABSTRACT

Inflammation, abnormal cholesterol metabolism, and macrophage infiltration are involved in the destruction of the extracellular matrix of the nucleus pulposus (NP), culminating in intervertebral disc degeneration (IDD). Whether nimbolide (Nim), a natural extract, can alleviate IDD is unclear. In this study, we demonstrated that Nim promotes cholesterol efflux and inhibits the activation of the nuclear factor kappa B (NF-κB) and mitogen-activated protein kinase (MAPK) signaling pathways by activating sirtuin 1 (SIRT1) in nucleus pulposus cells (NPCs) during inflammation. Thus, Nim balanced matrix anabolism and catabolism of NPCs. However, the inhibition of SIRT1 significantly attenuated the effects of Nim. We also found that Nim promoted the expression of SIRT1 in RAW 264.7, which enhanced the proportion of M2 macrophages by facilitating cholesterol homeostasis reprogramming and impeded M1-like macrophages polarization by blocking the activation of inflammatory signaling. Based on these results, Nim can improve the microenvironment and facilitate matrix metabolism equilibrium in NPCs. Furthermore, in vivo treatment with Nim delayed IDD progression by boosting SIRT1 expression, modulating macrophage polarization and preserving the extracellular matrix. In conclusion, Nim may represent a novel therapeutic strategy for treating IDD.

11.
Cell Prolif ; 56(11): e13485, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37186483

ABSTRACT

We investigated the role of astragaloside IV (AS-IV) in preventing glucocorticoid-induced avascular necrosis of the femoral head (ANFH) and the underlying molecular mechanisms. Network pharmacology was used to predict the molecular targets of AS-IV. Molecular dynamic simulations were performed to explore the binding mechanism and interaction mode between AS-IV and Akt. Rat models of glucocorticoid-induced ANFH with AS-IV intervention were established, and osteogenesis, angiogenesis, apoptosis and oxidative stress were evaluated before and after blocking the PI3K/Akt pathway with LY294002. The effects of glucocorticoid and AS-IV on bone marrow mesenchymal stem cells and human umbilical vein endothelial cells incubated with and without LY294002 were determined. Downregulated p-Akt expression could be detected in the femoral heads of glucocorticoid-induced ANFH patients and rats. AS-IV increased trabecular bone integrity and vessel density of the femoral head in the model rats. AS-IV increased Akt phosphorylation and upregulated osteogenesis-, angiogenesis-, apoptosis- and oxidative stress-related proteins and mRNA and downregulated Bax, cleaved caspase-3 and cytochrome c levels. AS-IV promoted human umbilical vein endothelial cell migration, proliferation and tube formation ability; bone marrow mesenchymal stem cell proliferation; and osteogenic differentiation under glucocorticoid influence. AS-IV inhibited apoptosis. LY294002 inhibited these effects. AS-IV prevented glucocorticoid-induced ANFH by promoting osteogenesis and angiogenesis via the Akt/Runx2 and Akt/HIF-1α/VEGF pathways, respectively, and suppressing apoptosis and oxidative stress via the Akt/Bad/Bcl-2 and Akt/Nrf2/HO-1 pathways, respectively.


Subject(s)
Femur Head Necrosis , Glucocorticoids , Humans , Rats , Animals , Glucocorticoids/adverse effects , Proto-Oncogene Proteins c-akt/metabolism , Osteogenesis , Phosphatidylinositol 3-Kinases , Femur Head Necrosis/chemically induced , Femur Head Necrosis/drug therapy , Human Umbilical Vein Endothelial Cells/metabolism
12.
Chaos ; 33(4)2023 Apr 01.
Article in English | MEDLINE | ID: mdl-37097932

ABSTRACT

In the brain, coherent neuronal activities often appear simultaneously in multiple frequency bands, e.g., as combinations of alpha (8-12 Hz), beta (12.5-30 Hz), and gamma (30-120 Hz) oscillations, among others. These rhythms are believed to underlie information processing and cognitive functions and have been subjected to intense experimental and theoretical scrutiny. Computational modeling has provided a framework for the emergence of network-level oscillatory behavior from the interaction of spiking neurons. However, due to the strong nonlinear interactions between highly recurrent spiking populations, the interplay between cortical rhythms in multiple frequency bands has rarely been theoretically investigated. Many studies invoke multiple physiological timescales (e.g., various ion channels or multiple types of inhibitory neurons) or oscillatory inputs to produce rhythms in multi-bands. Here, we demonstrate the emergence of multi-band oscillations in a simple network consisting of one excitatory and one inhibitory neuronal population driven by constant input. First, we construct a data-driven, Poincaré section theory for robust numerical observations of single-frequency oscillations bifurcating into multiple bands. Then, we develop model reductions of the stochastic, nonlinear, high-dimensional neuronal network to capture the appearance of multi-band dynamics and the underlying bifurcations theoretically. Furthermore, when viewed within the reduced state space, our analysis reveals conserved geometrical features of the bifurcations on low-dimensional dynamical manifolds. These results suggest a simple geometric mechanism behind the emergence of multi-band oscillations without appealing to oscillatory inputs or multiple synaptic or neuronal timescales. Thus, our work points to unexplored regimes of stochastic competition between excitation and inhibition behind the generation of dynamic, patterned neuronal activities.


Subject(s)
Neurons , Nerve Net , Models, Neurological
13.
Drug Dev Ind Pharm ; 49(1): 139-148, 2023 Jan.
Article in English | MEDLINE | ID: mdl-36881020

ABSTRACT

OBJECTIVE: To improve the solubility and targeting of Ginsenoside Rg3 (G-Rg3), in the current study, we constructed a novel targeting functional material folic acid -poly(2-ethyl-2-oxazoline)-cholesteryl methyl carbonate (FA-PEOz-CHMC, FPC) modified G-Rg3 liposomes (FPC-Rg3-L). METHODS: FPC was synthesized by using folic acid (FA) as a targeted head coupling with acid-activated poly(2-ethyl-2-oxazoline)-cholesteryl methyl carbonate. The inhibitory effects of the G-Rg3 preparations on mouse breast cancer cells (4T1) were investigated by CCK-8 assay. Paraffin sections of female BALB/c mice viscera were taken for hematoxylin-eosin (H&E) staining after continuous tail vein injection of G-Rg3 preparations. BALB/c mice bearing triple-negative breast cancer (TNBC) were used as animal models to investigate the inhibition of G-Rg3 preparations on tumor growth and improving quality of life. Transforming growth factor-ß1 (TGF-ß1) and α-smooth muscular actin (α-SMA) were used to investigate the expression of two fibrosis factors in tumor tissues by western blotting. RESULTS: Compared with G-Rg3 solution (Rg3-S) and Rg3-L, FPC-Rg3-L had a significant inhibitory effect on 4T1 cells (p < .01), and the half maximal inhibitory concentration (IC50) of FPC-Rg3-L was significantly lower (p < .01). The H&E results showed that the injection of FPC-Rg3-L and Rg3-S did not cause damage to the organs of mice. Compared with the control group, tumor growth was significantly inhibited in mice treated with FPC-Rg3-L and G-Rg3 solutions (p < .01). CONCLUSIONS: This study presents a new and safe treatment for TNBC, reduces the toxic and side effects of the drug, and provides a reference for the efficient use of Chinese herbal medicine components.


Subject(s)
Ginsenosides , Triple Negative Breast Neoplasms , Humans , Mice , Female , Animals , Liposomes , Triple Negative Breast Neoplasms/drug therapy , Tumor Microenvironment , Quality of Life , Ginsenosides/pharmacology , Cell Line, Tumor
14.
Lab Invest ; 103(7): 100134, 2023 07.
Article in English | MEDLINE | ID: mdl-36990154

ABSTRACT

Kinesin family member C1 (KIFC1) is a kinesin-14 motor protein, and its abnormal upregulation promotes the malignant behavior of cancer cells. N6-methyladenosine (m6A) RNA methylation is a common modification of eukaryotic messenger RNA and affects RNA expression. In this study, we explored how KIFC1 regulated head and neck squamous cell carcinoma (HNSCC) tumorigenesis and how m6A modification affected KIFC1 expression. A bioinformatics analysis was performed to screen for genes of interest, and in vitro and in vivo studies were carried out to investigate the function and mechanism of KIFC1 in HNSCC tissues. We observed that the expression of KIFC1 in HNSCC tissues was significantly higher than that in normal or adjacent normal tissues. Patients with cancer with higher KIFC1 expression have a lower tumor differentiation status. Demethylase alkB homolog 5, a cancer-promoting factor in HNSCC tissues, could interact with KIFC1 messenger RNA and posttranscriptionally activate KIFC1 through m6A modification. KIFC1 downregulation suppressed HNSCC cell growth and metastasis in vivo and in vitro. However, overexpression of KIFC1 promoted these malignant behaviors. We demonstrated that KIFC1 overexpression activated the oncogenic Wnt/ß-catenin pathway. KIFC1 interacted with the small GTPase Ras-related C3 botulinum toxin substrate 1 (Rac1) at the protein level and increased its activity. The Rho GTPase Rac1 was indicated to be an upstream activator of the Wnt/ß-catenin signaling pathway, and its Rac1 inhibitor, NSC-23766, treatment reversed the effects caused by KIFC1 overexpression. Those observations demonstrate that abnormal expression of KIFC1 may be regulated by demethylase alkB homolog 5 in an m6A-dependent manner and promote HNSCC progression via the Rac1/Wnt/ß-catenin pathway.


Subject(s)
Head and Neck Neoplasms , Wnt Signaling Pathway , Humans , AlkB Enzymes/genetics , AlkB Enzymes/metabolism , beta Catenin/genetics , beta Catenin/metabolism , Cell Line, Tumor , Cell Proliferation , Family , Gene Expression Regulation, Neoplastic , Head and Neck Neoplasms/genetics , Kinesins/genetics , Kinesins/metabolism , RNA , Squamous Cell Carcinoma of Head and Neck/genetics , Wnt Signaling Pathway/genetics
15.
Plast Reconstr Surg ; 152(3): 583-592, 2023 09 01.
Article in English | MEDLINE | ID: mdl-36912911

ABSTRACT

BACKGROUND: The treatment of Bayne and Klug types 3 and 4 radial club hands (RCHs) remains challenging and controversial. In this study, the authors reported a new procedure called distal ulnar bifurcation arthroplasty and reviewed the preliminary results. METHODS: Between 2015 and 2019, 11 patients with 15 affected forearms having type 3 or 4 RCHs underwent distal ulnar bifurcation arthroplasty. The mean age was 55.5 months (range, 29 to 86 months). The surgical protocol consisted of (1) bifurcation of the distal ulna to accommodate the wrist with stable support; (2) pollicization to treat hypoplastic or absent thumb; and (3) in the case of significant bowed ulna, ulnar corrective osteotomy. In all patients, clinical and radiologic parameters including hand-forearm angle, hand-forearm position, ulnar length, wrist stability, and motion were recorded. RESULTS: The mean duration of follow-up was 42.2 months (range, 24 to 60 months). The average correction of hand-forearm angle was 80.2 degrees. The overall range of active wrist motion was approximately 87.5 degrees. Ulna growth per year was 6.7 mm (range, 5.2 to 9.2 mm). No major complications were recorded during follow-up. CONCLUSIONS: The distal ulnar bifurcation arthroplasty offers a technically feasible alternative for the treatment of type 3 or 4 RCH, which enables satisfactory appearance, provides stable support to the wrist, and maintains wrist function. Despite the promising preliminary results, longer follow-up is necessary to evaluate this procedure. CLINICAL QUESTION/LEVEL OF EVIDENCE: Therapeutic, IV.


Subject(s)
Forearm , Ulna , Humans , Child, Preschool , Ulna/surgery , Forearm/surgery , Upper Extremity/surgery , Wrist Joint/diagnostic imaging , Wrist Joint/surgery , Osteotomy/methods , Arthroplasty , Range of Motion, Articular , Radius/surgery , Treatment Outcome
16.
J Nanobiotechnology ; 21(1): 99, 2023 Mar 21.
Article in English | MEDLINE | ID: mdl-36941611

ABSTRACT

Excessive reactive oxygen species (ROS) in nucleus pulposus cells (NPCs) promote extracellular matrix (ECM) degradation and cellular inflammatory responses by activating a variety of cellular pathways, ultimately inducing cell apoptosis and leading to the development of low back pain. Here, we designed and fabricated an isoginkgetin-loaded ROS-responsive delivery system (IGK@SeNP) based on diselenide block copolymers. Successfully encapsulated IGK was released intelligently and rapidly in a microenvironment with high ROS levels in degenerative disc. Controlled-release IGK not only efficiently scavenged ROS from the intervertebral disc together with diselenide block copolymers but also effectively enhanced autophagy in NPCs to inhibit ECM degradation and cell apoptosis, and showed significant therapeutic effects in the rat intervertebral disc degeneration (IDD) model. Overall, the synergistic effects of IGK@SeNP in ROS scavenging and autophagy enhancement endowed it with an attractive therapeutic strategy for IDD treatment.


Subject(s)
Intervertebral Disc Degeneration , Nucleus Pulposus , Rats , Animals , Reactive Oxygen Species/metabolism , Intervertebral Disc Degeneration/drug therapy , Intervertebral Disc Degeneration/metabolism , Autophagy , Apoptosis
17.
Food Res Int ; 164: 112317, 2023 02.
Article in English | MEDLINE | ID: mdl-36737910

ABSTRACT

In this study, the effect of EGCG conjugation on the emulsifying and antioxidant properties of SPHs was investigated to improve the functional characteristic of soy protein hydrolysates (SPHs) and develop a novel hydrolysates/peptides-EGCG conjugates. Enzymatic hydrolyzed SPHs (DH 5%, 8%, 10%) covalent with 1% EGCG to prepare conjugates at pH 9.0. The free amino group and tryptophan content of SPHs-EGCG conjugates significantly decreased, indicating the successful preparation of SPHs-EGCG conjugates. Additionally, 5% SPHs-EGCG conjugates showed the highest EGCG binding capacity. EGCG conjugation increased the particle sizes and charge of SPHs. Compared with non-covalent SPHs, the covalent modification of EGCG increased the emulsifying and antioxidant capacity, especially for 5% SPHs-EGCG, it exhibited much higher surface hydrophobicity, ESI (emulsifying stability index), EAI (emulsifying activity index), and antioxidant activity than others. This result revealed that SPHs and EGCG played a synergistic effect in improving the emulsifying and antioxidant capacity. Fluorescence spectroscopy analysis showed that the combination of EGCG conjugation significantly decreased the fluorescence intensity and caused maximum emission red-shift. The formation of a covalent bond between SPHs and EGCG was verified through Fourier transform infrared spectroscopy (FTIR), and the results also showed a significant increase in the α-helix and random coil contents of the conjugation, and a significant decrease in the ß-sheet and ß-turn contents. These results indicate that EGCG conjugation with SPHs induced the unfolding and stretching of protein flexibility. Overall, SPHs-EGCG conjugates can be applied as a promising emulsifier to fabricate emulsion systems and would be helpful in designing functional beverages containing polyphenols and peptides with enhanced functional nutritional properties.


Subject(s)
Antioxidants , Protein Hydrolysates , Antioxidants/pharmacology , Antioxidants/chemistry , Protein Hydrolysates/chemistry , Soybean Proteins/chemistry , Emulsions/chemistry , Peptides
18.
Sci China Life Sci ; 66(6): 1290-1302, 2023 06.
Article in English | MEDLINE | ID: mdl-36811802

ABSTRACT

Increased cerebral blood flow resulting from altered capillary level autoregulation at high altitudes leads to capillary overperfusion and then vasogenic cerebral edema, which is the leading hypothesis of acute mountain sickness (AMS). However, studies on cerebral blood flow in AMS have been mostly restricted to gross cerebrovascular endpoints as opposed to the microvasculature. This study aimed to investigate ocular microcirculation alterations, the only visualized capillaries in the central neural system (CNS), during early-stage AMS using a hypobaric chamber. This study found that after high altitude simulation, the optic nerve showed retinal nerve fiber layer thickening (P=0.004-0.018) in some locations, and the area of the optic nerve subarachnoid space (P=0.004) enlarged. Optical coherence tomography angiography (OCTA) showed increased retinal radial peripapillary capillary (RPC) flow density (P=0.003-0.046), particularly on the nasal side of the nerve. The AMS-positive group had the largest increases in RPC flow density in the nasal sector (AMS-positive, Δ3.21±2.37; AMS-negative, Δ0.01±2.16, P=0.004). Among multiple ocular changes, OCTA increase in RPC flow density was associated with simulated early-stage AMS symptoms (beta=0.222, 95%CI, 0.009-0.435, P=0.042). The area under the receiver operating characteristics curve (AUC) for the changes in RPC flow density to predict early-stage AMS outcomes was 0.882 (95%CI, 0.746-0.998). The results further confirmed that overperfusion of microvascular beds is the key pathophysiologic change in early-stage AMS. RPC OCTA endpoints may serve as a rapid, noninvasive potential biomarker for CNS microvascular changes and AMS development during risk assessment of individuals at high altitudes.


Subject(s)
Altitude Sickness , Humans , Altitude Sickness/diagnostic imaging , Retina/diagnostic imaging , Acute Disease , Fluorescein Angiography/methods , Capillaries , Tomography, Optical Coherence/methods
19.
Article in Chinese | MEDLINE | ID: mdl-36597363

ABSTRACT

Objective:To evaluate the efficacy of functional endoscopic sinus surgery(FESS) and radical endoscopic sinus surgery(RESS) in eosinophilic chronic sinusitis with nasal polyps(EosCRSwNP). Methods:A total of 44 patients diagnosed with EosCRSwNP in the Department of Otorhinolaryngology Head and Neck Surgery, Henan Provincial People's Hospital from July 1st, 2020 to August 1st, 2021 were included, the percentage of eosinophils in leukocytes in all patients included was more than 3.05%. The patients were randomly divided into FESS group and RESS group according to random number table. The visual analogue scale (VAS) score, Lund-Kennedy score and sino-nasal outcome test-22 (SNOT-22) were compared between the two groups before operation, 1 month, 3 months, 6 months and 1 year after operation. Results:At 1 year after operation, the scores of the two groups were significantly improved compared with those before operation, and the differences were statistically significant (P<0.01). There were significant differences in nasal endoscopic score, VAS score and SNOT-22 score between the two groups(P=0.01, P=0.03, P=0.03). The recurrence rate of RESS group was 26.09%(6/23) and that of FESS group was 61.90%(13/21), and the difference was statistically significant(P=0.04). Conclusion:Both RESS and FESS can improve nasal symptoms and promote olfactory recovery in EosCRSwNP patients, but RESS has more advantages in reducing recurrence and improving the prognosis of patients.


Subject(s)
Nasal Polyps , Rhinitis , Sinusitis , Humans , Nasal Polyps/complications , Nasal Polyps/surgery , Nasal Polyps/diagnosis , Rhinitis/surgery , Rhinitis/diagnosis , Sinusitis/surgery , Sinusitis/diagnosis , Endoscopy , Smell , Chronic Disease
20.
Injury ; 54(2): 409-415, 2023 Feb.
Article in English | MEDLINE | ID: mdl-36351859

ABSTRACT

BACKGROUND: We aim to review and describe the proportion of patients with co-existing gout amongst patients with surgical treated septic arthritis, characterize their clinical presentation, outcomes and complications compared to patients with native joint septic arthritis. METHODS: Sixty-one patients with surgically treated primary joint septic arthritis were identified from the period of January 2011 to December 2016. There were 13 (21.3%) patients with co-existing septic arthritis and crystal proven gout. Pertinent details such as demographics, comorbidities, clinical features on presentation, infection markers, number of surgeries, length of stay (LOS) in general and individual LOS in supportive care units, limb amputations, readmissions and mortality were reviewed. Multiple linear and logistic regression models were used to control for confounders during analysis. RESULTS: The average age of patients was 60.8 years (range: 23-87 years). The patients with gout are associated with comorbidities such as being hypertensive, hyperlipidemia and renal impaired. They tend to present with ankle joint involvement (46.2% vs 8.3%; p = 0.004) while septic arthritis patients without gout tend to present with knee joint involvement (75% vs 46.2%; p = 0.046). In terms of complications, up to two thirds of them require supportive care in the High Dependency Unit and/or Intensive Care Unit during treatment (61.5% vs 29.2%; p = 0.031) and having gout with septic arthritis independently predicted a significant increase in LOS by an additional 12.6 days on average (95% CI: 2.11 - 23.03; p = 0.019). They are also more likely to end up with limb amputation (23.1% vs 0%; p = 0.008) on univariate analysis. CONCLUSION: Gout accompanying septic arthritis in the same joint is potentially associated with major systemic and joint related sequela, complications in terms of prolonged hospital stay, need for complex care and risk for limb amputation. Our findings further indicate the value and need for well-designed prospective controlled cohort studies to explore the relationship between gout and septic arthritis.


Subject(s)
Arthritis, Infectious , Gout , Humans , Young Adult , Adult , Middle Aged , Aged , Aged, 80 and over , Prospective Studies , Gout/complications , Gout/surgery , Amputation, Surgical , Treatment Outcome , Arthritis, Infectious/complications , Arthritis, Infectious/surgery , Arthritis, Infectious/drug therapy , Retrospective Studies
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