Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 34
Filter
1.
Commun Med (Lond) ; 4(1): 84, 2024 May 09.
Article in English | MEDLINE | ID: mdl-38724730

ABSTRACT

BACKGROUND: Artificial Intelligence(AI)-based solutions for Gleason grading hold promise for pathologists, while image quality inconsistency, continuous data integration needs, and limited generalizability hinder their adoption and scalability. METHODS: We present a comprehensive digital pathology workflow for AI-assisted Gleason grading. It incorporates A!MagQC (image quality control), A!HistoClouds (cloud-based annotation), Pathologist-AI Interaction (PAI) for continuous model improvement, Trained on Akoya-scanned images only, the model utilizes color augmentation and image appearance migration to address scanner variations. We evaluate it on Whole Slide Images (WSI) from another five scanners and conduct validations with pathologists to assess AI efficacy and PAI. RESULTS: Our model achieves an average F1 score of 0.80 on annotations and 0.71 Quadratic Weighted Kappa on WSIs for Akoya-scanned images. Applying our generalization solution increases the average F1 score for Gleason pattern detection from 0.73 to 0.88 on images from other scanners. The model accelerates Gleason scoring time by 43% while maintaining accuracy. Additionally, PAI improve annotation efficiency by 2.5 times and led to further improvements in model performance. CONCLUSIONS: This pipeline represents a notable advancement in AI-assisted Gleason grading for improved consistency, accuracy, and efficiency. Unlike previous methods limited by scanner specificity, our model achieves outstanding performance across diverse scanners. This improvement paves the way for its seamless integration into clinical workflows.


Gleason grading is a well-accepted diagnostic standard to assess the severity of prostate cancer in patients' tissue samples, based on how abnormal the cells in their prostate tumor look under a microscope. This process can be complex and time-consuming. We explore how artificial intelligence (AI) can help pathologists perform Gleason grading more efficiently and consistently. We build an AI-based system which automatically checks image quality, standardizes the appearance of images from different equipment, learns from pathologists' feedback, and constantly improves model performance. Testing shows that our approach achieves consistent results across different equipment and improves efficiency of the grading process. With further testing and implementation in the clinic, our approach could potentially improve prostate cancer diagnosis and management.

2.
Sci Rep ; 14(1): 8564, 2024 04 12.
Article in English | MEDLINE | ID: mdl-38609438

ABSTRACT

The present study investigated the difference in transmittance of light carrying opposite spin angular momentum (SAM) and orbital angular momentum (OAM) through chlorella algal fluid with varying concentrations and thicknesses. Our results indicate that, under specific conditions, right-handed light sources exhibit higher transmittance in the algal fluid compared to left-handed light sources. Furthermore, we observed that light with OAM also demonstrated higher transmittance than other types of light sources, leading to faster cell density growth of Chlorella. Interestingly, we also discovered that light with OAM stimulates Chlorella to synthesize more proteins. These findings provide different insights for selecting appropriate light sources for large-scale algae cultivation, and may facilitate the realization of carbon peaking and carbon neutrality in the future.


Subject(s)
Chlorella , Cell Proliferation , Carbon , Cell Cycle , Hand
3.
Am J Hypertens ; 2024 Apr 02.
Article in English | MEDLINE | ID: mdl-38564196

ABSTRACT

BACKGROUND: Optimal antihypertensive medication for chronic Type B aortic dissection remains undecided. This study compared the efficacy and safety of sacubitril/valsartan with valsartan to determine suitable antihypertensive drug combinations. METHODS: In this single-center, open-label, randomized, controlled trial, patients with chronic Stanford type B aortic dissection and mild hypertension were randomized to receive sacubitril/valsartan 100/200 mg or valsartan 80/160 mg. The primary endpoint was the reduction in mean sitting systolic blood pressure (msSBP) at Week 8 in patients with sacubitril/valsartan versus valsartan. Key secondary endpoints included changes in 1) mean sitting diastolic blood pressure (msDBP); 2) pulse pressure; and 3) mean ambulatory blood pressure for 24-hour, daytime, and nighttime. Safety assessments included adverse events and serious adverse events. This trial was registered with the Chinese Clinical Trial Registry, identifier: ChiCTR2300073399. RESULTS: A total of 315 patients completed the study. Sacubitril/valsartan provided a significantly greater reduction in msSBP than valsartan at Week 8 (between-treatment difference: -5.1 mm Hg [95% confidence interval (CI) -5.8 to -4.5], P < 0.001). Reductions in msSBP, msDBP, and pulse pressure as well as the mean ambulatory blood pressure for 24-hour, daytime, and nighttime, were significantly greater in sacubitril/valsartan compared with valsartan (all P < 0.001). No excessive episodes of adverse events occurred in the sacubitril/valsartan group. CONCLUSION: Sacubitril/valsartan and valsartan reduced BP compared with baseline values. However, sacubitril/valsartan improved blood pressure control to a greater extent than valsartan. It may offer a new treatment option for patients with mild hypertension and chronic Type B aortic dissection.

4.
Cell Rep Med ; 5(4): 101479, 2024 Apr 16.
Article in English | MEDLINE | ID: mdl-38518770

ABSTRACT

Immune checkpoint blockade (ICB) with PD-1/PD-L1 inhibition has revolutionized the treatment of non-small cell lung cancer (NSCLC). Durable responses, however, are observed only in a subpopulation of patients. Defective antigen presentation and an immunosuppressive tumor microenvironment (TME) can lead to deficient T cell recruitment and ICB resistance. We evaluate intratumoral (IT) vaccination with CXCL9- and CXCL10-engineered dendritic cells (CXCL9/10-DC) as a strategy to overcome resistance. IT CXCL9/10-DC leads to enhanced T cell infiltration and activation in the TME and tumor inhibition in murine NSCLC models. The antitumor efficacy of IT CXCL9/10-DC is dependent on CD4+ and CD8+ T cells, as well as CXCR3-dependent T cell trafficking from the lymph node. IT CXCL9/10-DC, in combination with ICB, overcomes resistance and establishes systemic tumor-specific immunity in murine models. These studies provide a mechanistic understanding of CXCL9/10-DC-mediated host immune activation and support clinical translation of IT CXCL9/10-DC to augment ICB efficacy in NSCLC.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Humans , Mice , Animals , CD8-Positive T-Lymphocytes , Immune Checkpoint Inhibitors , Dendritic Cells , Tumor Microenvironment , Chemokine CXCL9
5.
J Agric Food Chem ; 72(12): 6754-6761, 2024 Mar 27.
Article in English | MEDLINE | ID: mdl-38470333

ABSTRACT

Inappropriate use of veterinary drugs can result in the presence of antibiotic residues in animal-derived foods, which is a threat to human health. A simple yet efficient antibiotic-sensing method is highly desirable. Programmable DNA amplification circuits have supplemented robust toolkits for food contaminants monitoring. However, they currently face limitations in terms of their intricate design and low signal gain. Herein, we have engineered a robust reciprocal catalytic DNA (RCD) circuit for highly efficient bioanalysis. The trigger initiates the cascade hybridization reaction (CHR) to yield plenty of repeated initiators for activating the rolling circle amplification (RCA) circuit. Then the RCA-generated numerous reconstituted triggers can reversely stimulate the CHR circuit. This results in a self-sufficient supply of numerous initiators and triggers for the successive cross-invasion of CHR and RCA amplifiers, thus leading to exponential signal amplification for the highly efficient detection of analytes. With its flexible programmability and modular features, the RCD amplifier can serve as a universal toolbox for the high-performance and accurate sensing of kanamycin in buffer and food samples including milk, honey, and fish, highlighting its enormous promise for low-abundance contaminant analysis in foodstuffs.


Subject(s)
Biosensing Techniques , DNA, Catalytic , Animals , Humans , Kanamycin/analysis , Anti-Bacterial Agents/analysis , Nucleic Acid Hybridization/methods , Fishes/metabolism , Biosensing Techniques/methods , Nucleic Acid Amplification Techniques/methods , Limit of Detection
6.
Microbiol Res ; 272: 127389, 2023 Jul.
Article in English | MEDLINE | ID: mdl-37099956

ABSTRACT

The Tup1-Cyc8 complex is a highly conserved transcriptional corepressor that regulates intricate genetic network associated with various biological processes in fungi. Here, we report the role and mechanism of FonTup1 in regulating physiological processes and pathogenicity in watermelon Fusarium wilt fungus, Fusarium oxysporum f. sp. niveum (Fon). FonTup1 deletion impairs mycelial growth, asexual reproduction, and macroconidia morphology, but not macroconidial germination in Fon. The ΔFontup1 mutant exhibits altered tolerance to cell wall perturbing agent (congo red) and osmotic stressors (sorbitol or NaCl), but unchanged sensitivity to paraquat. The deletion of FonTup1 significantly decreases the pathogenicity of Fon toward watermelon plants through attenuating the ability to colonize and grow within the host. Transcriptome analysis revealed that FonTup1 regulates primary metabolic pathways, including the tricarboxylic acid (TCA) cycle, via altering the expression of corresponding genes. Downregulation of three malate dehydrogenase genes, FonMDH1-3, occurs in ΔFontup1, and disruption of FonMDH2 causes significant abnormalities in mycelial growth, conidiation, and virulence of Fon. These findings demonstrate that FonTup1, as a global transcriptional corepressor, plays crucial roles in different biological processes and pathogenicity of Fon through regulating various primary metabolic processes, including the TCA cycle. This study highlights the importance and molecular mechanism of the Tup1-Cyc8 complex in multiple basic biological processes and pathogenicity of phytopathogenic fungi.


Subject(s)
Biological Phenomena , Citrullus , Fusarium , Virulence/genetics , Citric Acid Cycle , Gene Regulatory Networks , Citrullus/genetics , Citrullus/metabolism , Citrullus/microbiology , Co-Repressor Proteins/genetics , Co-Repressor Proteins/metabolism , Plant Diseases/microbiology
7.
Food Chem ; 418: 136048, 2023 Aug 30.
Article in English | MEDLINE | ID: mdl-36996659

ABSTRACT

Improper use of kanamycin can lead to trace kanamycin residues in animal-derived foods, which can pose a potential threat to public health. Isothermal enzyme-free DNA circuits have provided a versatile toolbox for detecting kanamycin residues in complicated food samples, yet they are always limited by low amplification efficiency and intricate design. Herein, we present a simple-yet-robust nonenzymatic self-driven hybridization chain reaction (SHCR) amplifier for kanamycin determination with 5800-fold sensitivity over that of the conventional HCR circuit. The analyte kanamycin-activated SHCR circuitry can generate numerous new initiators to promote the reaction and improve the amplification efficiency, thus achieving an exponential signal gain. With precise target recognition and multilayer amplification capability, our self-sustainable SHCR aptasensor facilitated the highly sensitive and reliable analysis of kanamycin in buffer, milk, and honey samples, thus holding great potential for the amplified detection of trace contaminants in liquid food matrices.


Subject(s)
Aptamers, Nucleotide , Biosensing Techniques , Animals , Kanamycin/analysis , Aptamers, Nucleotide/chemistry , Limit of Detection , DNA/chemistry
8.
Anal Chim Acta ; 1252: 341048, 2023 Apr 29.
Article in English | MEDLINE | ID: mdl-36935152

ABSTRACT

Adenosine triphosphate (ATP), the main carrier of chemical energy, plays a key role in various biochemical reactions such as cellular metabolism. Currently, ATP levels are considered important indicators of microbial content in food safety, and food freshness can be determined by detecting ATP content. Some ATP sensing strategies have been applied to evaluate food freshness. However, cumbersome nanomaterial preparation, low sensitivity, and low reliability hamper their widespread application. Herein, a simple, high-performance, and reliable dual-mode sensing system based on hemin-G-quadruplex (G4) DNAzyme was established to detect ATP and assess fish freshness. Two nucleic acid probes, including subunits of the hemin-G4 DNAzyme in inactive structures and anti-ATP aptamer, self-assemble upon the input of ATP into the active hemin-G4 DNAzyme unit. The generated DNAzyme acts as a biocatalyst for colorimetric or fluorescent readout of the sensing process. The colorimetric and fluorescent dual-mode sensing system enables highly sensitive and reliable analysis of target ATP with detection limits of 71 nM and 73 nM, respectively. Moreover, the biosensor exhibited good selectivity for differentiating ATP from other interfering analytes. The proposed system was used to detect ATP in perch samples, and a linear correlation between ATP level and microbial content was confirmed. The established ATP-sensing system reliably evaluated fish freshness. Notably, in comparison with microbiological counts, the proposed DNAzyme-based dual-mode strategy for freshness evaluation is facile, highly efficient, and cost-effective, thus providing a promising method for food safety and quality monitoring.


Subject(s)
Biosensing Techniques , DNA, Catalytic , G-Quadruplexes , Animals , DNA, Catalytic/chemistry , Adenosine Triphosphate , Hemin/chemistry , Reproducibility of Results , Biosensing Techniques/methods
9.
Chemosphere ; 312(Pt 2): 137248, 2023 Jan.
Article in English | MEDLINE | ID: mdl-36400197

ABSTRACT

Organophosphate esters (OPEs) are widely used as flame retardants and plasticizers in industrial and commercial products. It is generally believed that OPEs in street dust mainly originate from road traffic and anthropogenic activities. The influence of atmospheric deposition is still unknown. In this study, leaves were employed as a novel passive air sampler to collect particle matters (PM) in 12 cities in the central province of Henan, China. Similar compositional profiles of OPEs were found in street dust and PM samples. The concentrations of individual OPEs in PM were 1-4 times higher than in street dust. Chlorinated OPEs concentration in PM shows a moderate correlation (r2 = 0.538, p < 0.01) with that in street dust. The concentration of alkyl OPEs in PM has a high correlation (r2 = 0.843, p < 0.01) with that in street dust. No significant correlation (r2 = 0.133, p = 0.132) was found on the aryl OPEs concentrations between street dust and PM. Spearman correlation reveals that the emission sources of tricresyl phosphate (TCrP) and triethyl phosphate (TEP) may be different from other OPEs in dust and PM samples. Principle component analysis (PCA) provides an appropriate explanation that tris (2-chloroethyl) phosphate (TCEP), triphenyl phosphate (TPhP), tris (chloropropyl) phosphate (TCPP), tributyl phosphate (TnBP), and TEP in street dust and PM may be emitted from the same sources, suggesting that PM has a significant influence on the occurrence of OPEs in street dust. The estimated dry deposition fluxes of particle-bound OPEs show a significant correlation (R2 = 0.969, p < 0.01) with OPEs concentrations in street dust, revealing that the input of atmospheric deposition could be a major source of OPEs in street dust.


Subject(s)
Dust , Tritolyl Phosphates , Phosphates
10.
J Hazard Mater ; 442: 130047, 2023 01 15.
Article in English | MEDLINE | ID: mdl-36194960

ABSTRACT

In this study, the impact of biochar on the degradation of organophosphate esters (OPEs) during the aerobic composting of sewage sludge was investigated. Three treatments were conducted with different percentages of biochar in the compost, including 5 %, 10 %, and 20 %. The treatment with 10 % of biochar showed the longest thermophilic phase compared to that of 5 % and 20 % of biochar, which greatly promoted the decomposition of organic matter. In addition, the degradation rate of the hard-to-degrade chlorinated-OPEs was significantly increased by 10 % biochar, reaching to 57.2 %. Correspondingly, approximately 43.6 % of the total concentration of OPEs (Σ6OPEs) was eliminated in the presence of 10 % of biochar, which was higher than the treatments with 5 % and 20 % of biochar. Biochar significantly influenced the microbial community structure of compost, but the previously reported organophosphorus-degrading bacteria did not play a major role in the degradation of OPEs. The redox ability of the increased oxygen-containing functional groups such as quinone on the surface of biochar and the biochar-mediated electron transfer ability may play an essential role in the degradation of OPEs during the composting process.


Subject(s)
Composting , Sewage/chemistry , Organophosphates , Oxygen , Quinones , Soil/chemistry
11.
Front Psychol ; 13: 1047936, 2022.
Article in English | MEDLINE | ID: mdl-36571010

ABSTRACT

Recent years have seen a heated discussion on what influences employees' recognition of enterprise brand equity among the psychological community. Some empirical evidence suggests that the brand equity of consumers and brand equity of sales are two categories that should be studied. However, more recent discussions have focused more on the former. In contrast, this study discusses the factors influencing brand equity based on the employee level. Moreover, this paper examines whether FinTech can help companies get out of financing difficulties and thus improve employees' brand equity recognition. This research illustrates how FinTech has become an essential driver of brand equity value. Based on micro panel data on enterprises from 2011 to 2019, we analyze the transmission mechanism between the two factors and the mediating role of financing constraints. FinTech's development promotes employees' recognition of corporate brand equity, and financing constraints are an essential transmission path between the two factors. Furthermore, the impact of financing constraints on employee brand equity identity is characterized by cross-regional economic heterogeneity. In contrast, the development of FinTech characterizes the cross-enterprise heterogeneity in employees' recognition of brand equity value. Altogether, this study demonstrates the promising application of FinTech in influencing the mechanisms of employee brand equity.

12.
J Biophotonics ; 15(12): e202200103, 2022 12.
Article in English | MEDLINE | ID: mdl-36054290

ABSTRACT

Photobiomodulation therapy (PBMT) is a non-invasive and pain-less treatment for hair loss. Researches on PBMT rarely considered the impact of different light structures. In this study, we irradiated shaven rats with both 650 nm, m = 32 vortex beams and ordinary Gaussian beams. The laser treatment was performed at 24-hour intervals for 20 days. The energy density was set to 4.25 J/cm2 . The results indicated that low-level vortex beam irradiation led to better stimulation of hair growth than the Gaussian beams, which might be related to deeper penetration. The underlying biological mechanisms are discussed in terms of the activation of Wnt/ß-catenin/sonic hedgehog pathway. Our results suggest that low-level vortex beam irradiation is advantageous to the treatment of hair loss because it is technically feasible, convenient and effective.


Subject(s)
Hedgehog Proteins , Low-Level Light Therapy , Animals , Rats , Hair , Alopecia , Low-Level Light Therapy/methods
13.
Comput Methods Programs Biomed ; 221: 106829, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35660765

ABSTRACT

BACKGROUND: Artificial intelligence (AI) analysis may serve as a scoring tool for programmed cell death ligand-1 (PD-L1) expression. In this study, a new AI-assisted scoring system for pathologists was tested for PD-L1 expression assessment in non-small cell lung cancer (NSCLC). METHODS: PD-L1 expression was evaluated using the tumor proportion score (TPS) categorized into three levels: negative (TPS < 1%), low expression (TPS 1-49%), and high expression (TPS ≥ 50%). In order to train, validate, and test the Aitrox AI segmentation model at the whole slide image (WSI) level, 54, 53, and 115 cases were used as training, validation, and test datasets, respectively. TPS reading results from five experienced pathologists, six inexperienced and the Aitrox AI model were analyzed on 115 PD-L1 stained WSIs. The Gold Standard for TPS was derived from the review of three expert pathologists. Spearman's correlation coefficient was calculated and compared between the results. RESULTS: Aitrox AI Model correlated strongly with the TPS Gold Standard and was comparable with the results of three of the five experienced pathologists. In contrast, the results of four of the six inexperienced pathologists correlated only moderately with the TPS Gold Standard. Aitrox AI Model performed better than the inexperienced pathologists and was comparable to experienced pathologists in both negative and low TPS groups. Despite the fact that the low TPS group showed 5.09% of cases with large fluctuations, the Aitrox AI Model still showed a higher correlation than the inexperienced pathologists. However, the AI model showed unsatisfactory performance in the high TPS groups, especially lower values than the Gold Standard in images with large regions of false-positive cells. CONCLUSION: The Aitrox AI Model demonstrates potential in assisting routine diagnosis of NSCLC by pathologists through scoring of PD-L1 expression.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Artificial Intelligence , B7-H1 Antigen/metabolism , Biomarkers, Tumor/metabolism , Humans , Immunohistochemistry , Lung Neoplasms/diagnosis
14.
Chemosphere ; 300: 134506, 2022 Aug.
Article in English | MEDLINE | ID: mdl-35390415

ABSTRACT

In this study, the gas-phase retention volume behavior of four highly volatile organophosphate esters (OPEs) on polyurethane foam (PUF) was studied using a frontal chromatogram. The breakthrough volumes (VB) of trimethyl phosphate (TMP), triethyl phosphate (TEP), tripropyl phosphate (TPrP), and tri-n-butyl phosphate (TnBP) were 0.33, 0.59, 10.5, and 32.4 m3, respectively. A significant negative correlation was found between the logarithm value of VB and the subcooled liquid vapor pressure (PL) with an r2 of 0.905, indicating that the vapor penetration depends on both the volatility and total air volume. The enthalpy of desorption and vaporization (ΔHS-ΔHV) showed a significant difference between the tested OPEs and polycyclic aromatic hydrocarbons (PAHs), revealing that the strength of the sorption interaction of the tested OPEs vapor on PUF should be different from that of PAHs. The PUF-air partition coefficients (KPUF-air) of the tested OPEs ranged from 4.3 to 8.1, which were lower than those of three-to four-ring PAHs (7.02-10.2) and organochlorines (8.01-9.72), revealing that the partition of highly volatile OPEs on PUF is lower than that of low-volatile compounds. The PUF/XAD cartridge improved the absorption efficiency of the tested OPEs; however, its sorptive capacity was still limited.


Subject(s)
Flame Retardants , Polycyclic Aromatic Hydrocarbons , China , Environmental Monitoring , Esters , Flame Retardants/analysis , Gases , Organophosphates , Polyurethanes
15.
Thorac Cancer ; 13(4): 523-532, 2022 02.
Article in English | MEDLINE | ID: mdl-34953041

ABSTRACT

BACKGROUND: The combined positive score (CPS) of the programmed death ligand-1 (PD-L1) 22C3 assay is a predictive marker of pembrolizumab monotherapy for advanced esophageal cancer (EC) patients. However, little is known about the association of the PD-L1 22C3 CPS with the clinicopathological features and heterogeneity of PD-L1 expression in EC in the Chinese population in a real-world setting. METHODS: We examined the association of the PD-L1 22C3 CPS with clinicopathological characteristics in 533 EC specimens. Further, we compared 37 cases' different blocks of the same specimen and 50 paired primary/metastatic lymph node lesions to investigate the heterogeneity of PD-L1 expression. RESULTS: PD-L1 positive expression was observed in 45.0% of 533 EC patients, including 46.8% with squamous cell carcinoma, 15.4% with adenocarcinoma, 28.6% with basaloid squamous carcinoma, 42.9% with spindle cell carcinoma, and 33.3% with neuroendocrine tumors. PD-L1 positive expression was positively associated with lymph node metastasis (59.2% chance, p = 0.021) and venous/lymphatic invasion (66.3% chance, p = 0.029). PD-L1 expression was highly consistent in different paraffin blocks of the same surgically resected specimen (concordance rate: 86.5%, p = 0.000016) and a moderate consistency (concordance rate: 78.0%, p = 0.000373) for the primary and metastatic lymph node lesion comparison. CONCLUSIONS: This is a novel study which demonstrated a positive correlation between a high PD-L1 22C3 CPS and invasion/metastasis risk in EC surgical specimens. Both paired blocks and paired primary/metastatic lymph node lesions showed significant concordance. PD-L1 heterogeneity was inferred to be mainly related to positive mononuclear inflammatory cells (MICs), which might have substantial implications for clinical practice.


Subject(s)
Adenocarcinoma , Esophageal Neoplasms , B7-H1 Antigen/metabolism , Biomarkers, Tumor/metabolism , Humans
16.
Sci Rep ; 11(1): 15907, 2021 08 05.
Article in English | MEDLINE | ID: mdl-34354151

ABSTRACT

Programmed cell death ligend-1 (PD-L1) expression by immunohistochemistry (IHC) assays is a predictive marker of anti-PD-1/PD-L1 therapy response. With the popularity of anti-PD-1/PD-L1 inhibitor drugs, quantitative assessment of PD-L1 expression becomes a new labor for pathologists. Manually counting the PD-L1 positive stained tumor cells is an obviously subjective and time-consuming process. In this paper, we developed a new computer aided Automated Tumor Proportion Scoring System (ATPSS) to determine the comparability of image analysis with pathologist scores. A three-stage process was performed using both image processing and deep learning techniques to mimic the actual diagnostic flow of the pathologists. We conducted a multi-reader multi-case study to evaluate the agreement between pathologists and ATPSS. Fifty-one surgically resected lung squamous cell carcinoma were prepared and stained using the Dako PD-L1 (22C3) assay, and six pathologists with different experience levels were involved in this study. The TPS predicted by the proposed model had high and statistically significant correlation with sub-specialty pathologists' scores with Mean Absolute Error (MAE) of 8.65 (95% confidence interval (CI): 6.42-10.90) and Pearson Correlation Coefficient (PCC) of 0.9436 ([Formula: see text]), and the performance on PD-L1 positive cases achieved by our method surpassed that of non-subspecialty and trainee pathologists. Those experimental results indicate that the proposed automated system can be a powerful tool to improve the PD-L1 TPS assessment of pathologists.


Subject(s)
B7-H1 Antigen/genetics , Carcinoma, Squamous Cell/diagnosis , Gene Expression Profiling/methods , Adult , Aged , Automation, Laboratory/methods , B7-H1 Antigen/analysis , B7-H1 Antigen/metabolism , Biological Assay , Biomarkers, Tumor/metabolism , Carcinoma, Non-Small-Cell Lung/diagnosis , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Squamous Cell/genetics , China , Female , Gene Expression/genetics , Humans , Immunohistochemistry/methods , Lung/pathology , Lung Neoplasms/pathology , Male , Middle Aged , Transcriptome/genetics
17.
BMJ Open ; 10(11): e036528, 2020 11 11.
Article in English | MEDLINE | ID: mdl-33177131

ABSTRACT

INTRODUCTION: Lumbar disk herniation (LDH) is a common cause of low back pain and dysfunction. Studies have shown that electroacupuncture (EA) can achieve pain relief in patients with LDH. However, there is a lack of evidence regarding the effectiveness of deep EA with strong deqi and shallow EA with no deqi in patients with LDH. This study aims to evaluate the effectiveness of deep EA with strong deqi and shallow EA with no deqi in the treatment of LDH. METHODS AND ANALYSIS: In this randomised controlled trial, patients with LDH who have low back pain with or without radiculopathy for at least 12 weeks will be enrolled. In total, 44 patients will be recruited from the Third Affiliated Hospital of Beijing University of Chinese Medicine, Beijing, China. Patients will be randomised into the deep EA group and the shallow EA group in a ratio of 1:1 and will be administered 12 sessions of EA treatment (three times a week for 4 weeks, 20 min for each session). The follow-up duration will be 4 weeks. Low back pain intensity and leg pain intensity (in patients with radicular pain) measured using the Visual Analogue Scale (VAS) will be assessed as the primary outcomes. Function (measured using the Roland-Morris Disability Questionnaire), quality of life (measured using the EuroQol Five-Dimensional Five-Level Questionnaire) and patient-evaluated therapeutic effect will be assessed as the secondary outcomes. Patients' expectations of EA, the success of the blinding method and safety will also be evaluated. Statistical analyses will be followed by the intention-to-treat analysis. ETHICS AND DISSEMINATION: This study was approved by the Ethics Committee of the Third Affiliated Hospital of Beijing University of Chinese Medicine (approval number: 2019-XS-ZB06). Study results will be disseminated through publication in an open access journal. TRIAL REGISTRATION NUMBER: ChiCTR-1900026518.


Subject(s)
Electroacupuncture , Adolescent , Adult , Aged , Aged, 80 and over , China , Female , Humans , Middle Aged , Prospective Studies , Quality of Life , Randomized Controlled Trials as Topic , Treatment Outcome , Young Adult
18.
Polymers (Basel) ; 12(10)2020 Sep 27.
Article in English | MEDLINE | ID: mdl-32992646

ABSTRACT

Two coordination polymers (CPs), with chemical formulas {[Ni2(bpp)2(BT)(H2O)6] 1.5(EtOH) 1.5H2O}n (1) and [Zn(bpp)(BT)0.5]·5H2O (2) (bpp = 1,3-bis(4-pyridyl)propane, and BT4- = tetraanion of 1,2,4,5-Benzenetetracarboxylic acid), have been synthesized and structurally characterized by single-crystal X-ray diffraction methods. In compound 1, the coordination environments of two crystallographically independent Ni(II) ions are both distorted octahedral bonded to two nitrogen donors from two bpp ligands and four oxygen donors from one BT4- ligand and three water molecules. Both bpp and BT4- act as bridging ligands with bis-monodentate and 1,4-bis-monodentate coordination modes, respectively, connecting the Ni(II) ions to form a 2D layered metal-organic framework (MOF). Adjacent 2D layers are then arranged orderly in an ABAB manner to complete their 3D supramolecular architecture. In 2, the coordination environment of Zn(II) ion is distorted tetrahedral bonded to two nitrogen donors from two bpp ligands and two oxygen donors from two BT4- ligands. Both bpp and BT4- act as bridging ligands with bis-monodentate and 1,2,4,5-tetrakis-monodentate coordination modes, respectively, connecting the Zn(II) ions to form a 3D MOF. The reversible water de-/adsorption behavior of 1 between dehydrated and rehydrated forms has been verified by cyclic Thermogravimetric (TG) analyses through de-/rehydration processes. Compound 1 also exhibits significant water vapor hysteresis isotherms.

19.
Sci Total Environ ; 739: 139923, 2020 Oct 15.
Article in English | MEDLINE | ID: mdl-32758941

ABSTRACT

Air pollution exposure is recently reported to be one of the drivers of exacerbation in idiopathic pulmonary fibrosis (IPF). But there was a lack of direct evidence between pollution and lung fibrosis. Here, our data show effects of pollutant benzo[a]pyrene (BaP) and protein G-protein-coupled receptor family C group 5 type A (GPRC5A) on pulmonary fibrosis, which might help limit potential pollutant injury and disease progression. We cross-referenced epithelial differentially-expressed-genes (DEGs) from pollutant injury and published experimental fibrosis and IPF patients' data, top common-DEG (CO-DEG) GPRC5A was identified as a potential link between exposure-damage and fibrogenesis. The role of GPRC5A was evaluated under BaP exposure, in idiopathic interstitial pneumonia (IIP) tissue-array and via CRISPR/Cas9 knockout mice (Gprc5a-/-). BaP exposure enhanced bleomycin (BLM)-induced murine pulmonary fibrosis with increased Fibronectin and α-SMA expression in primary fibroblasts, thickened respiratory membrane and damaged alveolar type II cell, combined with Gprc5a decline in fibrotic mass. GPRC5A mRNA reduced after 10-14 days' BaP exposure in human epithelial cell A549. GPRC5A protein was further found to decrease in IIP epithelium, especially hyperplastic regions. A high epithelial GPRC5A expression score was positively associated with long survival time (R = 0.34) while negatively with high age (R = -0.4) and IIP type IPF (R = -0.5). Low GPRC5A expression predicts poor prognosis (HR = 4.5). Gprc5a depletion aggravated mortality rate (50%) with increased collagen deposition and myofibroblast activation under BLM treatment and exacerbated BaP injury in lung remodeling. Vitamin metabolic imbalance and Mitofusion2 (Mfn2) or Opa1-regulated mitochondrial dynamics were deduced to contribute to Gprc5a depletion and fibrogenesis. Pollutant BaP exposure worsens murine fibrosis and myofibroblast activation via GPRC5A reduction in the damaged epithelium. GPRC5A deficiency was first confirmed to contribute to both poor prognosis of IIP patients and fibrogenesis in murine model; thus, GPRC5A could serve as a novel therapeutic target in pollutant injury and pulmonary fibrosis.


Subject(s)
Benzo(a)pyrene , Environmental Pollutants , Idiopathic Interstitial Pneumonias , Idiopathic Pulmonary Fibrosis , Animals , Benzo(a)pyrene/toxicity , Fibrosis , Humans , Lung , Mice , Mice, Inbred C57BL , Receptors, G-Protein-Coupled
20.
Medicine (Baltimore) ; 99(12): e18930, 2020 Mar.
Article in English | MEDLINE | ID: mdl-32195925

ABSTRACT

BACKGROUND: Lumbar disc herniation (LDH) is a common disease that seriously affects patients' quality of life. Although several articles have reported that acupuncture can improve the symptoms of LDH, different guidelines do not evaluate the efficacy of acupuncture consistently, new randomized controlled trials have been published in recent years.The purpose of this study is to evaluate the efficacy and safety of acupuncture for LDH. METHOD: Electronic resource databases, trial registration platform, and different types of grey literature will be systematically searched for eligible studies by 2 authors independently. The type of trial will be limited to randomized controlled trials on acupuncture treatment for LDH. Search strategy will be a combination of terms associated with LDH (eg, low back pain or sciatica) and study of design (eg, randomized controlled trials or clinical trial). Data from homogeneous studies will be combined in a fixed-effects model, and the evidence level will be measured by grading of recommendations assessment, development, and evaluation. RESULTS: This study will provide high-quality evidence to evaluate the relief of pain intensity and improvement of dysfunction of acupuncture in patients with LDH, and to evaluate the safety of acupuncture. CONCLUSION: This study will provide strong evidence for evaluating whether acupuncture therapy is effective and safe for LDH patients. PROSPERO REGISTRATION NUMBER: CRD 42019137399.


Subject(s)
Acupuncture Therapy/methods , Intervertebral Disc Displacement/therapy , Lumbar Vertebrae , Acupuncture Therapy/adverse effects , Humans , Quality of Life , Randomized Controlled Trials as Topic , Research Design , Meta-Analysis as Topic
SELECTION OF CITATIONS
SEARCH DETAIL
...