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1.
J Cell Mol Med ; 28(2): e18033, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38009603

RESUMO

In our previous research, we proved that ailanthone (AIL) inhibits the growth of gastric cancer (GC) cells and causes apoptosis by inhibiting P23. However, we still find some GC organoids are insensitive to AIL. We have done some sequencing analysis and found that the insensitive strains are highly expressed in PARP1. In this study, we investigated whether AIL can enhance the anti-tumour effect of PARPi in GC. CCK8 and spheroid colony formation assay were used to measure anti-tumour effects. SynergyFinder software was used to calculate the synergy score of the drug combination and flow cytometry was used to detect apoptosis. Western blot, IHC, IF tests were used to measure protein expression. Finally, nude mouse xenograft models were used to verify the in vitro mechanisms. High expression of PARP1 was found to be the cause of drug insensitivity. When AIL is paired with a PARP1 inhibitor, olaparib (OLP), drug sensitivity improves. We discovered that this combination functions by blocking off HSP90-BRCA1 interaction and inhibiting the activity of PARP1, thus in turn inhibiting the homologous recombination deficiency and base excision repair pathway to finally achieve synthetic lethality through increased sensitivity. Moreover, P23 can regulate BRCA1 in GC in vitro. This study proves that the inhibitory effect of AIL on BRCA1 allowed even cancer cells with normal BRCA1 function to be sensitive to PARP inhibitors when it is simultaneously administered with OLP. The results greatly expanded the scope of the application of PARPi.


Assuntos
Quassinas , Neoplasias Gástricas , Animais , Camundongos , Humanos , Neoplasias Gástricas/tratamento farmacológico , Neoplasias Gástricas/genética , Piridinolcarbamato , Linhagem Celular Tumoral , Reparo do DNA , Ftalazinas/farmacologia , Poli(ADP-Ribose) Polimerase-1/genética
2.
Biochem Biophys Res Commun ; 723: 150159, 2024 Sep 03.
Artigo em Inglês | MEDLINE | ID: mdl-38815488

RESUMO

Exercise has been recognized as an effective intervention in the treatment of pulmonary arterial hypertension (PAH), supported by numerous studies. However, the precise effects of exercise on pulmonary function remain to be fully elucidated. In this study, using a rat model of swimming exercise training and monocrotaline-induced PAH, we aimed to explore its impact on pulmonary morphology and function. Our investigations revealed that MCT-treated rats exhibited augmented mean pulmonary arterial pressure (MPAP) and pulmonary vascular remodeling, which can be attenuated by 4 weeks of swimming exercise training (60 min/day, 5 days/week). Notably, MCT-treated rats showed impaired pulmonary function, as manifested by decreased tidal volume and dynamic compliance, which were reversed by exercise training. Assessment of pulmonary substrate in PAH rats indicated a prominent pro-inflammatory substrate, evidenced by macrophage accumulation through quantitative immunohistological analysis of macrophage-like cell expression (CD68), and extracellular matrix remodeling, evaluated by Masson staining. Importantly, both the pro-inflammatory substrate and extracellular matrix remodeling were ameliorated by swimming exercise training. Additionally, serum biochemical analysis demonstrated elevated levels of low-density lipoprotein cholesterol and Apolipoprotein B following MCT treatment, which were reduced with exercise intervention. Moreover, exercise enhanced systemic insulin sensitivity in both MCT-treated and untreated rats. Notably, MCT and exercise treatment both decreased fasting blood glucose (FBG) levels in rats, whereas exercise training reinstated FBG levels to normal in MCT-treated rats. In summary, our study suggests that swimming exercise confers a pulmonary protective effect in MCT-induced PAH rats, highlighting the potential importance of exercise-based rehabilitation in the management of PAH.


Assuntos
Hipertensão Pulmonar , Resistência à Insulina , Monocrotalina , Condicionamento Físico Animal , Ratos Sprague-Dawley , Natação , Animais , Monocrotalina/toxicidade , Masculino , Ratos , Hipertensão Pulmonar/induzido quimicamente , Hipertensão Pulmonar/terapia , Hipertensão Pulmonar/metabolismo , Hipertensão Pulmonar/patologia , Hipertensão Pulmonar/fisiopatologia , Pulmão/patologia , Pulmão/metabolismo , Remodelação Vascular
3.
Am J Geriatr Psychiatry ; 32(1): 32-41, 2024 01.
Artigo em Inglês | MEDLINE | ID: mdl-37640577

RESUMO

BACKGROUND: Sarcopenia and depression are common and often coexist in the elderly. This study aims to determine the impact of sarcopenia-related muscle traits on depression. METHODS: A two-sample Mendelian randomization (MR) study was performed on the summary-level data from the FinnGen cohort to estimate the causal association of appendicular lean mass (ALM), walking pace, or low hand grip strength with depression. Additionally, multivariable MR (MVMR) was performed to assess the dependence of each muscle trait in the causality and adjust the effect of body mass index (BMI). Supplementary backward MR analyses were performed to estimate the effect of depression on sarcopenia-related muscle traits. RESULTS: Univariable MR analyses demonstrated that there were causal associations of ALM (odds ratio [OR]: 0.94; 95% confidence interval [CI]: 0.88-0.99), walking pace (OR: 0.53; 95% CI: 0.32-0.88), and low hand grip strength (OR: 1.20; 95% CI: 1.05-1.38) with depression. MVMR analyses showed that ALM was the only trait that had a significant causal relationship with depression (OR: 0.91; 95% CI: 0.85-0.98) after accounting for the other two muscle traits. Moreover, the independent association of ALM with depression remained (OR: 0.92; 95% CI: 0.85-0.99) after being adjusted by BMI. The backward MR analyses showed no causal associations of depression with any sarcopenia-related muscle traits. CONCLUSION: Low muscle mass independently increases the risk of depression. This study determined the muscle-related risk factors of depression, which may help establish the causality between sarcopenia and depression and provide evidence-based recommendations for improving mental health in the elderly.


Assuntos
Sarcopenia , Idoso , Humanos , Índice de Massa Corporal , Depressão/epidemiologia , Depressão/genética , Força da Mão/fisiologia , Músculo Esquelético , Sarcopenia/complicações , Sarcopenia/epidemiologia , Sarcopenia/genética , Análise da Randomização Mendeliana
4.
BMC Musculoskelet Disord ; 25(1): 220, 2024 Mar 19.
Artigo em Inglês | MEDLINE | ID: mdl-38504237

RESUMO

BACKGROUND: Emerging evidence has indicated the associations between subacromial impingement syndrome (SIS) of shoulder and lifestyle factors. However, whether unhealthy lifestyle factors causally increase SIS risk is not determined. This study aims to evaluate whether lifestyle factors are the risk factors of SIS. METHODS: A two-sample Mendelian randomization (MR) study was designed to evaluate the effect of 11 lifestyle factors on SIS risk. Causality was determined using the inverse-variance weighted method to calculate the odds ratio (OR) and establish a 95% confidence interval (CI). Weighted median method, MR-Egger method and MR-PRESSO method were conducted as sensitivity analysis. RESULTS: Four lifestyle factors were identified causally associated with an increased risk of SIS using the IVW method: insomnia (OR: 1.66 95% CI 1.38, 2.00; P = 8.86 × 10- 8), short sleep duration (OR: 1.53 95% CI 1.14, 2.05: P = 0.0043), mobile phone usage (OR: 4.65, 95% CI 1.59, 13.64; P = 0.0051), and heavy manual or physical work (OR: 4.24, 95% CI 2.17, 8.26; P = 2.20 × 10- 5). Another causal but weak association was found between smoking initiation on SIS (OR: 1.17, 95% CI 1.01, 1.35; P = 3.50 × 10- 2). Alcohol, coffee consumption, physical activity, sedentary behavior, sleep duration and computer usage were not found to be causally associated with an increased risk of SIS. Sensitivity analyses indicated that the MR estimates were robust and no heterogeneity and pleiotropy were identified in these MR analyses. CONCLUSION: Sleep habits and shoulder usage were identified as causal factors for SIS. This evidence supports the development of strategies aimed at improving sleep behaviors and optimizing shoulder usage patterns as effective measures to prevent SIS.


Assuntos
Síndrome de Colisão do Ombro , Ombro , Humanos , Síndrome de Colisão do Ombro/diagnóstico , Síndrome de Colisão do Ombro/epidemiologia , Finlândia/epidemiologia , Estilo de Vida , Comportamento Sedentário , Estudo de Associação Genômica Ampla
5.
J Nanobiotechnology ; 21(1): 284, 2023 Aug 21.
Artigo em Inglês | MEDLINE | ID: mdl-37605203

RESUMO

Osteoarthritis (OA) is a common degenerative joint disease urgently needing effective treatments. Bone marrow mesenchymal stromal cell-derived exosomes (Exo) are considered good drug carriers whereas they have limitations such as fast clearance and low retention. This study aimed to overcome the limitations of Exo in drug delivery using multiple strategies. Novel photocrosslinking spherical gelatin methacryloyl hydrogel (GelMA)-encapsulated cartilage affinity WYRGRL (W) peptide-modified engineered Exo were developed for OA treatment and the performance of the engineered Exo (W-Exo@GelMA) loaded with a small inhibitor LRRK2-IN-1 (W-Exo-L@GelMA) was investigated in vitro and in vivo. The W-Exo-L@GelMA showed an effective targeting effect on chondrocytes and a pronounced action on suppressing catabolism and promoting anabolism in vitro. Moreover, W-Exo-L@GelMA remarkably inhibited OA-related inflammation and immune gene expression, rescuing the IL-1ß-induced transcriptomic responses. With enhanced retention in the joint, W-Exo-L@GelMA demonstrated superior anti-OA activity and cartilage repair ability in the OA murine model. The therapeutic effect was validated in the cultured human OA cartilage. In conclusion, photocrosslinking spherical hydrogel-encapsulated targeting peptide-modified engineered Exo exhibit notable potential in OA therapy. Engineering Exo by a series of strategies enhanced the targeting ability and retention and cartilage-targeting and Exo-mediated drug delivery may offer a novel strategy for OA treatment.Clinical trial registration: Not applciable.


Assuntos
Exossomos , Osteoartrite , Humanos , Animais , Camundongos , Hidrogéis , Sistemas de Liberação de Medicamentos , Peptídeos , Osteoartrite/tratamento farmacológico
6.
Ann Hum Genet ; 86(4): 159-170, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-35437765

RESUMO

BACKGROUND: The circadian locomotor output cycles kaput (CLOCK) gene and the alcohol dehydrogenase 4 (ADH4) gene are promising candidates for susceptibility to cluster headaches (CH). Associations of the three single nucleotide polymorphisms (SNPs)-CLOCK SNP rs1801260 and ADH4 SNPs rs1800759, and rs1126671-with CH were studied previously, but the results were inconsistent. METHODS: Associations between the three SNPs (rs1801260, rs1126671, and rs1800759) and CH risk were separately assessed by pooled odds ratios (ORs) along with 95% confidence intervals (95% CIs) based on five different genetic models. Methodological quality was assessed using the Newcastle-Ottawa Quality Assessment Scale (NOS). All statistical analyses were carried out with RevMan 5.3 software. RESULTS: Eight studies involving 1437 CH patients and 2541 healthy controls were selected for quantitative synthesis, from five studies on CLOCK rs1801260, five on ADH4 rs1800759, and three on ADH4 rs1126671. Our pooled data did not support associations between the three SNPs (rs1801260 in the CLOCK gene, rs1800759 and rs1126671 in the ADH4 gene) and susceptibility to CH (rs1801260: OR 1.10, 95% CI: 0.95-1.28; p = 0.19; rs1800759: OR 1.06, 95% CI: 0.93-1.22; p = 0.37; and rs1126671: OR 1.09, 95% CI: 0.92-1.28; p = 0.32). CONCLUSION: We found no significant associations between the three SNPs (rs1801260 in the CLOCK gene and rs1800759 and rs1126671 in the ADH4 gene) and the susceptibility to CH across both Caucasian and Asian ethnicities in our meta-analysis.


Assuntos
Cefaleia Histamínica , Polimorfismo de Nucleotídeo Único , Álcool Desidrogenase , Proteínas CLOCK , Estudos de Casos e Controles , Cefaleia Histamínica/genética , Predisposição Genética para Doença , Genótipo , Humanos
7.
Eur Spine J ; 31(11): 2913-2919, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-36114324

RESUMO

PURPOSE: Low back pain (LBP) is a common health problem in the global population. This study aims to assess whether smoking initiation, alcohol consumption, and coffee consumption are causally with an increased risk of LBP. METHODS: A two-sample Mendelian Randomization (MR) study was designed, based on summary-level data from the largest published genome-wide association studies. Single nucleotide polymorphisms with genome-wide significance level (P < 5.0 × 10-8) were selected as instrumental variables for each exposure. Standard inverse-variance weighted (IVW) method was used as the primary statistical method. The weighted median, MR-Egger regression, and MR-PRESSO methods, which relax some IV assumptions, were used for sensitivity analysis. RESULTS: Genetically predicted smoking initiation was causally associated with higher odds of LBP. The pooled OR of LBP using IVW method was 1.36 (95%CI 1.22 1.52; P = 6.0 × 10-8) for one SD increase in the prevalence of smoking initiation, which was supported by the weighted median method (OR: 1.41, 95%CI 1.22, 1.64; P = 5.7 × 10-6). Sensitivity analysis confirmed the robustness of pooled OR of LBP. There was no evidence to suggest a causal effect of alcohol and coffee consumption on LBP. The pooled ORs of LBP were 1.36 (95%CI 0.94, 1.97; P = 0.10) for alcohol consumption and 1.00 (95%CI 0.99, 1.00; P = 0.17) for coffee consumption, respectively. CONCLUSION: Smoking is casually associated with an increased risk of LBP. Smoking control should be recommended in LBP patients to avoid worsening the disease. The safety of LBP with moderate alcohol and coffee consumption merits more study.


Assuntos
Estudo de Associação Genômica Ampla , Dor Lombar , Humanos , Café/efeitos adversos , Etanol/efeitos adversos , Dor Lombar/etiologia , Dor Lombar/genética , Análise da Randomização Mendeliana , Polimorfismo de Nucleotídeo Único , Fumar/efeitos adversos , Fumar/epidemiologia
8.
Int J Mol Sci ; 23(16)2022 Aug 17.
Artigo em Inglês | MEDLINE | ID: mdl-36012514

RESUMO

Cartilage oligomeric matrix protein (COMP) is an extracellular matrix (ECM) glycoprotein that is critical for collagen assembly and ECM stability. Mutations of COMP cause endoplasmic reticulum stress and chondrocyte apoptosis, resulting in rare skeleton diseases. The bouquet-like structure of COMP allows it to act as a bridging molecule that regulates cellular phenotype and function. COMP is able to interact with many other ECM components and binds directly to a variety of cellular receptors and growth factors. The roles of COMP in other skeleton diseases, such as osteoarthritis, have been implied. As a well-established biochemical marker, COMP indicates cartilage turnover associated with destruction. Recent exciting achievements indicate its involvement in other diseases, such as malignancy, cardiovascular diseases, and tissue fibrosis. Here, we review the basic concepts of COMP and summarize its novel functions in the regulation of signaling events. These findings renew our understanding that COMP has a notable function in cell behavior and disease progression as a signaling regulator. Interestingly, COMP shows distinct functions in different diseases. Targeting COMP in malignancy may withdraw its beneficial effects on the vascular system and induce or aggravate cardiovascular diseases. COMP supplementation is a promising treatment for OA and aortic aneurysms while it may induce tissue fibrosis or cancer metastasis.


Assuntos
Doenças Cardiovasculares , Proteína de Matriz Oligomérica de Cartilagem , Osteoartrite , Doenças Cardiovasculares/metabolismo , Doenças Cardiovasculares/terapia , Cartilagem/metabolismo , Proteína de Matriz Oligomérica de Cartilagem/genética , Proteína de Matriz Oligomérica de Cartilagem/metabolismo , Condrócitos/metabolismo , Proteínas da Matriz Extracelular/metabolismo , Fibrose , Humanos , Proteínas Matrilinas/metabolismo , Osteoartrite/metabolismo , Osteoartrite/terapia
9.
Molecules ; 27(17)2022 Sep 05.
Artigo em Inglês | MEDLINE | ID: mdl-36080477

RESUMO

The Rat Sarcoma (RAS) family (NRAS, HRAS, and KRAS) is endowed with GTPase activity to regulate various signaling pathways in ubiquitous animal cells. As proto-oncogenes, RAS mutations can maintain activation, leading to the growth and proliferation of abnormal cells and the development of a variety of human cancers. For the fight against tumors, the discovery of RAS-targeted drugs is of high significance. On the one hand, the structural properties of the RAS protein make it difficult to find inhibitors specifically targeted to it. On the other hand, targeting other molecules in the RAS signaling pathway often leads to severe tissue toxicities due to the lack of disease specificity. However, computer-aided drug design (CADD) can help solve the above problems. As an interdisciplinary approach that combines computational biology with medicinal chemistry, CADD has brought a variety of advances and numerous benefits to drug design, such as the rapid identification of new targets and discovery of new drugs. Based on an overview of RAS features and the history of inhibitor discovery, this review provides insight into the application of mainstream CADD methods to RAS drug design.


Assuntos
Desenho Assistido por Computador , Neoplasias , Animais , Biologia Computacional , Desenho de Fármacos , Humanos , Neoplasias/patologia , Proteínas/química
10.
Clin Exp Pharmacol Physiol ; 46(10): 928-936, 2019 10.
Artigo em Inglês | MEDLINE | ID: mdl-31209892

RESUMO

Colorectal cancer (CRC) is one of the most common malignancies with high levels of invasiveness, drug resistance and mortality, but the internal mechanisms of CRC are largely unknown. MicroRNAs (miRs) have been reported to be involved in the development of CRC, and numerous studies have demonstrated that the abnormal expression of miR-33a-5p might be associated with CRC. However, the function and downstream mechanism of miR-33a-5p in colorectal cancer (CRC) remains unclear. Methylenetetrahydrofolate dehydrogenase 2 (MTHFD2), a mitochondrial enzyme involved in folic acid metabolism, interestingly was confirmed to be one of the target genes of miR-33a-5p in the present study. We first confirmed that miR-33a-5p in CRC tissues and cell lines were downregulated (P < 0.05), and that the proliferation, clone formation capacities, G1/S progression, and migration capacities of the two CRC cell lines HCT116 cells and HT29 were suppressed by miR-33a-5p overexpression in vitro (P < 0.05). Ctrl HCT116 and miR-33a-5p-overexpressing HCT116 were injected into nude mice. In vivo tumour formation was significantly suppressed by miR-33a-5p overexpression (P < 0.05) as well as the proliferation marker Ki67 (P < 0.05). Additionally, MTHFD2 protein expression was significantly enhanced in CRC tissues. From bioinformatics predictions and a luciferase report analysis, MTHFD2 was confirmed to be one of the target genes of miR-33a-5p. In contrast to the role of miR-33a-5p overexpression, MTHFD2 overexpression promoted the proliferation and migration of HCT116 and HT29 cells (P < 0.05), which confirmed that MTHFD2 was a functional target gene of miR-33a-5p. In conclusion, miR-33a-5p inhibits the growth and migration of CRC by targeting MTHFD2.


Assuntos
Aminoidrolases/genética , Neoplasias Colorretais/genética , Neoplasias Colorretais/patologia , Metilenotetra-Hidrofolato Desidrogenase (NADP)/genética , MicroRNAs/genética , Enzimas Multifuncionais/genética , Animais , Sequência de Bases , Linhagem Celular Tumoral , Movimento Celular/genética , Proliferação de Células/genética , Feminino , Pontos de Checagem da Fase G1 do Ciclo Celular/genética , Regulação Neoplásica da Expressão Gênica , Humanos , Masculino , Camundongos , Pessoa de Meia-Idade , Pontos de Checagem da Fase S do Ciclo Celular/genética
11.
Sensors (Basel) ; 18(9)2018 Sep 12.
Artigo em Inglês | MEDLINE | ID: mdl-30213097

RESUMO

Advanced technology for process monitoring and fault diagnosis is widely used in complex industrial processes. An important issue that needs to be considered is the ability to monitor key performance indicators (KPIs), which often cannot be measured sufficiently quickly or accurately. This paper proposes a data-driven approach based on maximizing the coefficient of determination for probabilistic soft sensor development when data are missing. Firstly, the problem of missing data in the training sample set is solved using the expectation maximization (EM) algorithm. Then, by maximizing the coefficient of determination, a probability model between secondary variables and the KPIs is developed. Finally, a Gaussian mixture model (GMM) is used to estimate the joint probability distribution in the probabilistic soft sensor model, whose parameters are estimated using the EM algorithm. An experimental case study on the alumina concentration in the aluminum electrolysis industry is investigated to demonstrate the advantages and the performance of the proposed approach.

12.
Food Res Int ; 175: 113715, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38129035

RESUMO

The influence of frying times (0, 2, 4, 6, 8, and 10 min) on the continuous changes in the water distribution and the concentrations of key volatile compounds in chicken breast during the frying process were studied. The fried chicken samples could be distinguished by PCA of E-nose and PLS-DA of GC-MS. A total of 40 volatile compounds were identified by GC-MS, and 28 compounds were verified to be the key compounds after further screening by OAVs. The T22 was increased first and then decreased, while the M22 and M23 in fried chicken were considerably decreased and increased with increasing frying time, respectively. The content of the water and the total peak area of LF-NMR in fried chicken samples during the frying process significantly decreased, and the water was transferred from high to low degrees of freedom. In addition, water content, T21, T22, M22 and L* value were positively correlated with most alcohols and aldehydes, and were negatively correlated with pyrazines, while a*, b*, M23 and all amino acids were positively correlated with pyrazines and were negatively correlated with most alcohols and aldehydes. The results may guide the production processes of fried chicken and help produce high-quality chicken products.


Assuntos
Aldeídos , Galinhas , Animais , Aldeídos/análise , Álcoois/análise , Cromatografia Gasosa-Espectrometria de Massas/métodos , Pirazinas
13.
Materials (Basel) ; 17(7)2024 Mar 31.
Artigo em Inglês | MEDLINE | ID: mdl-38612110

RESUMO

Based on the previous research on the energy absorption of foam metal materials with different structures, a composite blast-resistant energy-absorbing material with a flexible core layer was designed. The material is composed of three different fiber materials (carbon fiber, aramid fiber, and glass fiber) as the core layer and foamed iron-nickel metal as the front and rear panels. The energy absorption characteristics were tested using a self-built gas explosion tube network experimental platform, and the energy absorption effects of different combinations of blast-resistant materials were analyzed. The purpose of this paper is to evaluate the performance of blast-resistant materials designed with flexible fiber core layers. The experimental results show that the composite structure blast-resistant material with a flexible core layer has higher energy absorption performance. The work performed in this paper shows that the use of flexible core layer materials has great research potential and engineering research value for improving energy absorption performance, reducing the mass of blast-resistant materials, and reducing production costs. It also provides thoughts for the research of biomimetic energy-absorbing materials.

14.
Foods ; 13(3)2024 Jan 28.
Artigo em Inglês | MEDLINE | ID: mdl-38338559

RESUMO

Rapid non-destructive testing technologies are effectively used to analyze and evaluate the linoleic acid content while processing fresh meat products. In current study, hyperspectral imaging (HSI) technology was combined with deep learning optimization algorithm to model and analyze the linoleic acid content in 252 mixed red meat samples. A comparative study was conducted by experimenting mixed sample data preprocessing methods and feature wavelength extraction methods depending on the distribution of linoleic acid content. Initially, convolutional neural network Bi-directional long short-term memory (CNN-Bi-LSTM) model was constructed to reduce the loss of the fully connected layer extracted feature information and optimize the prediction effect. In addition, the prediction process of overfitting phenomenon in the CNN-Bi-LSTM model was also targeted. The Bayesian-CNN-Bi-LSTM (Bayes-CNN-Bi-LSTM) model was proposed to improve the linoleic acid prediction in red meat through iterative optimization of Gaussian process acceleration function. Results showed that best preprocessing effect was achieved by using the detrending algorithm, while 11 feature wavelengths extracted by variable combination population analysis (VCPA) method effectively contained characteristic group information of linoleic acid. The Bi-directional LSTM (Bi-LSTM) model combined with the feature extraction data set of VCPA method predicted 0.860 Rp2 value of linoleic acid content in red meat. The CNN-Bi-LSTM model achieved an Rp2 of 0.889, and the optimized Bayes-CNN-Bi-LSTM model was constructed to achieve the best prediction with an Rp2 of 0.909. This study provided a reference for the rapid synchronous detection of mixed sample indicators, and a theoretical basis for the development of hyperspectral on-line detection equipment.

15.
Food Chem ; 440: 138040, 2024 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-38103505

RESUMO

The quality of beef is usually predicted by measuring a single index rather than a comprehensive index. To precisely determine the essential amino acid (EAA) contents in 360 beef samples, the feasibility of optimized spectral detection techniques based on the comprehensive EAA index (CEI) and comprehensive weight index (CWI) constructed by factor analysis was explored. Two-dimensional correlation spectroscopy (2D-COS) was used to analyse the mechanisms of spectral peak shifts in complex disturbance systems with CEI and CWI contents, and 15 sensitive feature variables were extracted to establish a quantitative analysis model of a long short-term memory network (LSTM). The results indicated that 2D-COS had good predictive performance in both CEI-LSTM (R2P of 0.9095 and RPD of 2.76) and CWI-LSTM (R2P of 0.8449 and RPD of 2.45), which reduced data information by 88%. This indicates that utilizing 2D-COS can eliminate collinearity and redundant information among variables while achieving data dimensionality reduction and simplification of calibration models. Furthermore, a spatial distribution map of the comprehensive EAA content was generated by combining the optimal prediction model. This study demonstrated that the comprehensive index method furnishes a new approach to rapidly evaluate EAA content.


Assuntos
Imageamento Hiperespectral , Espectroscopia de Luz Próxima ao Infravermelho , Animais , Bovinos , Espectroscopia de Luz Próxima ao Infravermelho/métodos , Análise dos Mínimos Quadrados , Calibragem
16.
Cell Discov ; 10(1): 28, 2024 Mar 12.
Artigo em Inglês | MEDLINE | ID: mdl-38472169

RESUMO

Due to a rapidly aging global population, osteoporosis and the associated risk of bone fractures have become a wide-spread public health problem. However, osteoporosis is very heterogeneous, and the existing standard diagnostic measure is not sufficient to accurately identify all patients at risk of osteoporotic fractures and to guide therapy. Here, we constructed the first prospective multi-omics atlas of the largest osteoporosis cohort to date (longitudinal data from 366 participants at three time points), and also implemented an explainable data-intensive analysis framework (DLSF: Deep Latent Space Fusion) for an omnigenic model based on a multi-modal approach that can capture the multi-modal molecular signatures (M3S) as explicit functional representations of hidden genotypes. Accordingly, through DLSF, we identified two subtypes of the osteoporosis population in Chinese individuals with corresponding molecular phenotypes, i.e., clinical intervention relevant subtypes (CISs), in which bone mineral density benefits response to calcium supplements in 2-year follow-up samples. Many snpGenes associated with these molecular phenotypes reveal diverse candidate biological mechanisms underlying osteoporosis, with xQTL preferences of osteoporosis and its subtypes indicating an omnigenic effect on different biological domains. Finally, these two subtypes were found to have different relevance to prior fracture and different fracture risk according to 4-year follow-up data. Thus, in clinical application, M3S could help us further develop improved diagnostic and treatment strategies for osteoporosis and identify a new composite index for fracture prediction, which were remarkably validated in an independent cohort (166 participants).

17.
Medicine (Baltimore) ; 102(28): e34234, 2023 Jul 14.
Artigo em Inglês | MEDLINE | ID: mdl-37443503

RESUMO

BACKGROUND: Obesity is a widespread chronic metabolic disease that significantly impairs quality of life. Studies have demonstrated the efficacy of both acupuncture and acupoint catgut embedding (ACE) in the management of obesity. However, the superiority of acupuncture combined with ACE over acupuncture alone remains a subject of controversy. This study aims to elucidate this controversy and provide robust clinical evidence. METHODS: A comprehensive search of relevant literature from the initiation to July 2022 was carried out in 8 databases (PubMed, EMBASE, Cochrane database, Web of Science, CBM Database, CNKI, Wan-fang Database, and VIP Database). We included randomized controlled trials (RCTs) that investigated the treatment of simple obesity using acupuncture paired with ACE, with acupuncture alone as the control group. The pooled outcomes included body mass index (BMI), body weight (BW), %BF, waist circumference (WC), hip circumferences (HC), waist-to-hip ratio (WHR), therapeutic effective rate (TER), and adverse events. Two independent reviewers performed screening (using EndNote X9) and quality assessment (using the Cochrane Risk of Bias tool) for the included studies. with the software RevMan 5.3 was used to perform pooling of effect sizes. The certainty of the evidence was assessed using the Grading of Recommendations Assessment, Development, and Evaluation (GRADE). RESULTS: A total of 20 trials involving 15 datasets (1616 participants) were included. The findings demonstrated significant improvements in outcome measures when acupuncture was combined with ACE, compared with acupuncture alone (BMI: MD = -1.49 kg/m2, 95% confidence interval [CI] = -1.93 to -1.04, P < .01; BW: MD = -2.38, 95% CI = -3.86 to -0.89, P < .01; %BF: MD = -2.19, 95% CI = -3.23 to -1.15, P < .01; WC: MD = -2.01, 95% CI = -3.66 to -0.35, P < .05; HC: MD = -0.83, 95% CI = -1.64 to -0.02, P < .05; WHR: MD = -0.02, 95% CI = -0.03 to -0.01, P < .01; TER: OR = 2.68, 95% CI = 1.93-3.74, P < .01). Adverse effects were reported in 4 studies. CONCLUSION SUBSECTIONS: The results of this meta-analysis indicate that acupuncture combined with ACE is superior to acupuncture alone in the treatment of obesity, which is supported by the subgroup analysis. The assessment of efficacy may have been influenced by variations in study quality, potentially amplifying the observed effects. RCTs with larger sample sizes and improved methodological quality are needed to enhance the validity of the findings.


Assuntos
Terapia por Acupuntura , Obesidade Mórbida , Humanos , Pontos de Acupuntura , Categute/efeitos adversos , Terapia por Acupuntura/métodos , Obesidade/terapia , Obesidade/etiologia
18.
Spectrochim Acta A Mol Biomol Spectrosc ; 291: 122342, 2023 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-36682252

RESUMO

The antioxidant enzymes play the crucial role in inhibiting mutton spoilage. In this study, visible near-infrared (Vis-NIR) hyperspectral imaging (HSI) combined with entropy weight method (EWM) was developed for the first time to evaluate the antioxidant properties of Tan mutton. The comprehensive index of antioxidant enzymes (AECI) consisting of peroxidase (49.34%), catalase (37.97%) and superoxidase (12.69%) was constructed by the EWM. Partial least squares regression, least squares support vector machine and artificial neural networks (ANN) were developed based on characteristic wavelengths extracted by successful projections algorithm, uninformative variable selection, iteratively retains informative variables (IRIV), regression coefficient and competitive adaptive reweighted sampling (CARS). The textural features (TF) were extracted by the gray level co-occurrence matrix and fused with the spectral data to establish models. Visualization of the changes in antioxidant enzyme activity was constructed from the optimal model. In addition, two-dimensional correlation spectra (2D-COS) with AECI as a perturbation variable was used to identify spectral features, revealing chemical bond changes order under the characteristic peaks at 612-799-473-708-559 nm. The results showed that the IRIV-CARS-TF-ANN model performed the best, with prediction set coefficient of determination (RP2) of 0.8813, which improved 2.12%, 1.11% and 2.77% over the RP2 of full band, IRIV and IRIV-CARS, respectively. It was suggested that fusion data of HSI may effectively predict the activity of antioxidant enzymes in Tan mutton.


Assuntos
Antioxidantes , Carne Vermelha , Algoritmos , Entropia , Imageamento Hiperespectral , Análise dos Mínimos Quadrados , Espectroscopia de Luz Próxima ao Infravermelho/métodos , Ovinos , Animais
19.
Food Chem ; 405(Pt A): 134791, 2023 Mar 30.
Artigo em Inglês | MEDLINE | ID: mdl-36345101

RESUMO

In this research, g-C3N4/Cu@CoO/NC, which contained graphitic phase carbon nitride (g-C3N4) with a binary nanostructure and Cu@CoO/NC with a bimetallic MOF precursor, was constructed by a low-temperature pyrolysis process. The g-C3N4/Cu@CoO/NC was characterised by several techniques, including X-ray diffraction, scanning electron microscope, transmission electron microscope and X-ray photoelectron spectroscopy. Further, it was used to prepare an electrochemical sensor for the detection of ractopamine (RAC) in meat samples. The sensor showed excellent electrochemical oxidation characteristics for RAC detection, with a wide linear range (0.005 µmol/L to 32.73 µmol/L) and low detection limit (1.53 nmol/L). Meanwhile, the reproducibility, stability and interference of the g-C3N4/Cu@CoO/NC/GCE sensor were found to be excellent. Besides, the g-C3N4/Cu@CoO/NC/GCE sensor was well-used for the detection of RAC in pork, pig liver and lamb samples with recovery rates ranging from 96.5 % to 102.2 %.


Assuntos
Técnicas Eletroquímicas , Carne , Ovinos , Animais , Suínos , Técnicas Eletroquímicas/métodos , Reprodutibilidade dos Testes , Eletrodos
20.
Aging (Albany NY) ; 15(11): 4949-4962, 2023 06 06.
Artigo em Inglês | MEDLINE | ID: mdl-37279992

RESUMO

PZR is a transmembrane glycoprotein encoded by the MPZL1 gene. It serves as a specific binding protein and substrate of tyrosine phosphatase SHP-2 whose mutations cause developmental diseases and cancers. Bioinformatic analyses of cancer gene databases revealed that PZR is overexpressed in lung cancer and correlated with unfavorable prognosis. To investigate the role of PZR in lung cancer, we employed the CRISPR technique to knockout its expression and recombinant lentiviruses to overexpress it in lung adenocarcinoma SPC-A1 cells. While knockout of PZR reduced colony formation, migration, and invasion, overexpression of PZR had the opposite effects. Furthermore, when implanted in immunodeficient mice, PZR-knockout SPC-A1 cells showed suppressed tumor-forming ability. Finally, the underlying molecular mechanism for these functions of PZR is its positive role in activating tyrosine kinases FAK and c-Src and in maintaining the intracellular level of reactive oxygen species (ROS). In conclusion, our data indicated that PZR plays an important role in lung cancer development, and it may serve as a therapeutic target for anti-cancer development and as a biomarker for cancer prognosis.


Assuntos
Neoplasias Pulmonares , Animais , Camundongos , Adesão Celular/genética , Linhagem Celular Tumoral , Movimento Celular/genética , Neoplasias Pulmonares/genética , Estresse Oxidativo , Fosforilação , Tirosina/metabolismo
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