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1.
J Cell Mol Med ; 27(24): 4181-4194, 2023 12.
Article in English | MEDLINE | ID: mdl-37909856

ABSTRACT

Solute carrier (SLC) transporters play a dual role in the occurrence and progression of tumours by acting as both suppressors and promoters. However, the overall impact of SLC transcriptome signatures on the tumour microenvironment, biological behaviour and clinical stratification of gastric cancer has not been thoroughly investigated. Therefore, we comprehensively analysed the expression profiles of the SLC transporter family members to identify novel molecular subtypes in gastric cancer. We identified two distinct SLC subtypes, SLC-S1 and SLC-S2, using non-negative matrix factorization. These subtypes were markedly linked with the tumour microenvironment landscape, biological pathway activation and distinct clinical features of gastric cancer. Furthermore, a new scoring model, the SLC score, was developed to quantify the SLC subtypes. High SLC scores indicated a pattern of 'SLC-S2', characterized by stromal infiltration and activation, poor prognosis and insensitivity to chemotherapy and immunotherapy, but high sensitivity to imatinib. The SLC score could serve as a supplement to the Tumour Node Metastasis (TNM) staging system to guide personalized treatment strategies and predict prognosis for patients with gastric cancer.


Subject(s)
Stomach Neoplasms , Humans , Stomach Neoplasms/genetics , Membrane Transport Proteins/metabolism , Biological Transport , Immunotherapy , Tumor Microenvironment/genetics
2.
Chaos ; 32(8): 083101, 2022 Aug.
Article in English | MEDLINE | ID: mdl-36049951

ABSTRACT

This paper investigates how the heterogenous relationships around us affect the spread of diverse opinions in the population. We apply the Potts model, derived from condensed matter physics on signed networks, to multi-opinion propagation in complex systems with logically contradictory interactions. Signed networks have received increasing attention due to their ability to portray both positive and negative associations simultaneously, while the Potts model depicts the coevolution of multiple states affected by interactions. Analyses and experiments on both synthetic and real signed networks reveal the impact of the topology structure on the emergence of consensus and the evolution of balance in a system. We find that, regardless of the initial opinion distribution, the proportion and location of negative edges in the signed network determine whether a consensus can be formed. The effect of topology on the critical ratio of negative edges reflects two distinct phenomena: consensus and the multiparty situation. Surprisingly, adding a small number of negative edges leads to a sharp breakdown in consensus under certain circumstances. The community structure contributes to the common view within camps and the confrontation (or alliance) between camps. The importance of inter- or intra-community negative relationships varies depending on the diversity of opinions. The results also show that the dynamic process causes an increase in network structural balance and the emergence of dominant high-order structures. Our findings demonstrate the strong effects of logically contradictory interactions on collective behaviors, and could help control multi-opinion propagation and enhance the system balance.

3.
Med Sci Monit ; 27: e928480, 2021 May 01.
Article in English | MEDLINE | ID: mdl-33931577

ABSTRACT

BACKGROUND Acute myocardial infarction is the leading cause of mortality among adults worldwide. The present study aimed to investigate the role and mechanism of thrombin and SIRT1 in hypoxia/reoxygenation (H/R) injury. MATERIAL AND METHODS H9c2 cardiomyocytes were used to create an H/R model to simulate in vivo ischemia/reperfusion injury. The MTT assay was used to measure cell viability, qRT-PCR was used to detect the level of SIRT1, thrombin, and PAR-1, and western blot analysis was conducted for evaluation of thrombin, PAR-1, SIRT1, LC3I, LC3II, and Beclin1. ELISA was applied for determination of IL-1ß, IL-6, TNF-alpha, MMP-9, and ICAM-1. After the establishment of the H/R model, superoxide dismutase (SOD) activity was evaluated by the xanthine oxidase method, malondialdehyde content was detected by thiobarbituric acid assay, and reactive oxygen species generation was measured by CM-H2DCFDA. RESULTS The findings showed that thrombin enhanced inflammatory factor secretion and oxidative stress but inhibited cell viability in H/R-injured cardiomyocytes. We also observed that thrombin promoted autophagy in H/R-injured cardiomyocytes. In addition, thrombin enhanced the upregulation of SIRT1 expression by H/R. However, it was found that inhibition of SIRT1 could suppress the effect of thrombin on inflammatory factor secretion, oxidative stress, and cell viability. Moreover, downregulation of SIRT1 suppressed the inhibitory effect of thrombin on autophagy in H/R injury. CONCLUSIONS Thrombin aggravates H/R injury of cardiomyocytes by activating an autophagy pathway mediated by SIRT1. These findings might provide a potential target therapy for the treatment of ischemia/reperfusion injury in future clinical work.


Subject(s)
Autophagy/physiology , Hypoxia/metabolism , Myocardial Reperfusion Injury/metabolism , Myocytes, Cardiac/metabolism , Signal Transduction/physiology , Sirtuin 1/metabolism , Thrombin/metabolism , Animals , Apoptosis/physiology , Cell Survival/physiology , Down-Regulation/physiology , Inflammation/metabolism , Malondialdehyde/metabolism , Oxidative Stress/physiology , Rats , Up-Regulation/physiology
4.
J Clin Lab Anal ; 35(3): e23695, 2021 Mar.
Article in English | MEDLINE | ID: mdl-33543811

ABSTRACT

Anti-human globulin (AHG) reagents are widely applied in pretransfusion compatibility tests. The accuracy of detection with AHG reagents is mainly affected by irregular antibodies or cold agglutinins in blood samples, which are related to the human complement system. Although much has been written about various types and applications of AHG reagents, their characteristics, interference factors and optimal selection in pretransfusion compatibility tests still need to be further clarified. Here, we review clinical practice and basic studies that describe each AHG reagent, summarize the advantages and disadvantages of using different AHG reagents in the presence of cold agglutinins or complement-fixing antibodies, explore the potential mechanisms by which the complement system influences detection with AHG reagents and address the question of how to optimally select AHG reagents for clinically significant antibody detection.


Subject(s)
Blood Grouping and Crossmatching/methods , Indicators and Reagents , Serum Globulins/immunology , Agglutinins , Coombs Test , Humans , Immunoglobulin G/immunology
5.
Ecol Appl ; 30(8): e02204, 2020 12.
Article in English | MEDLINE | ID: mdl-32608148

ABSTRACT

In coastal marine ecosystems, the depletion of dissolved oxygen can cause behavioral and distributional shifts of organisms and thereby alter ecological processes. We used the spatiotemporal variation in the onset and intensity of low dissolved oxygen in Hood Canal, Washington, USA, to investigate consequences of seasonally reduced oxygen on fish-zooplankton predator-prey interactions. By simultaneously monitoring densities of zooplankton (primarily the euphausiid; Euphausia pacifica) and zooplanktivorous fish (Pacific herring, Clupea pallasii, and Pacific hake, Mercluccius productus), and the feeding of zooplanktivorous fish, we could separate the effects of dissolved oxygen on fish-zooplankton interactions from other seasonal changes. We expected that fish predators (especially Pacific herring) would be less abundant and have lower feeding rates when oxygen levels declined below biological thresholds, and that this would result in increased zooplankton abundance in areas with lowest dissolved oxygen. However, these expectations were not borne out. Overall, there was mixed evidence for an effect of dissolved oxygen on many of our response variables, and when effects were detected, they were frequently in the opposite direction of our expectations. Specifically, the pelagic fish community became more abundant (as measured by increasing acoustic backscatter), which was particularly pronounced for Pacific herring. Zooplankton had weak evidence for a response to dissolved oxygen, but the direction was negative instead of positive. Although predator feeding composition was unrelated to dissolved oxygen, stomach fullness (an index of feeding intensity) of Pacific herring declined, as per our expectations. These unexpected findings highlight the importance of in situ measurements of multiple aspects of predator-prey linkages in response to environmental stress to enhance our ability to predict ecological consequences of declining oxygen.


Subject(s)
Estuaries , Food Chain , Animals , Ecosystem , Fishes , Oxygen , Washington
6.
Biochem Biophys Res Commun ; 515(3): 417-422, 2019 07 30.
Article in English | MEDLINE | ID: mdl-31160089

ABSTRACT

Xylanase is an important enzyme in industrial applications, which usually require the enzyme to maintain activity in high-temperature condition. In this study, a GH10 family xylanase XynAF0 from a thermophilic composting fungus, Aspergillus fumigatus Z5, was investigated to determine its thermostable mechanism. XynAF0 showed excellent thermostability, which could maintain 50% relative activity after incubation for 1 h at 70 °C. The homologous modeling structure of XynAF0 was constructed and an α-helix composed of poly-threonine has been found in the linker region between the catalytic domain and the carbohydrate-binding module domain. Both the molecular dynamics simulation and the biochemical experiments proved that the α-helix plays an important role in the thermostability of XynAF0. Introducing of this poly-threonine region to the C-terminus of another GH10 family xylanase improved its thermostability. Our results indicated that the poly-threonine α-helix at the C-terminus of the catalytic domain was important for improving the thermophilic of GH10 family xylanases, which provides a new strategy for the thermostability modification of xylanases.


Subject(s)
Aspergillus fumigatus/enzymology , Endo-1,4-beta Xylanases/chemistry , Endo-1,4-beta Xylanases/metabolism , Temperature , Enzyme Stability , Models, Molecular , Protein Conformation, alpha-Helical , Recombinant Proteins/chemistry , Structure-Activity Relationship , Threonine/chemistry
7.
Glob Chang Biol ; 25(8): 2560-2575, 2019 08.
Article in English | MEDLINE | ID: mdl-31058395

ABSTRACT

Although climate-induced shifts in fish distribution have been widely reported at the population level, studies that account for ontogenetic shifts and subregional differences when assessing responses are rare.In this study, groundfish distributional changes in depth, latitude, and longitude were assessed at different size classes by species within nine subregions. We examined large, quality-controlled datasets of depth-stratified-random bottom trawl surveys conducted during summer in three large regions-the Gulf of Alaska and the west coasts of Canada and the United States-over the period 1996-2015, a time period punctuated by a marine "heat wave." Temporal biases in bottom temperature were minimized by subdividing each region into three subregions, each with short-duration surveys. Near-bottom temperatures, weighted by stratum area, were unsynchronized across subregions and exhibited varying subregional interannual variability. The weighted mean bottom depths in the subregions also vary largely among subregions. The centroids (centers of gravity) of groundfish distribution were weighted with catch per unit effort and stratum area for 10 commercially important groundfish species by size class and subregion. Our multivariate analyses showed that there were significant differences in aggregate fish movement responses to warm temperatures across subregions but not among species or sizes. Groundfish demonstrated poleward responses to warming temperatures only in a few subregions and moved shallower or deeper to seek colder waters. The temperature responses of groundfish depended on where they were. Under global warming, groundfish may form geographically distinct thermal ecoregions along the northeast Pacific shelf. Shallow-depth species exhibited greatly different distributional responses to temperature changes across subregions while deep-depth species of different subregions tend to have relatively similar temperature responses. Future climate studies would benefit by considering fish distributions on small subregional scales.


Subject(s)
Fishes , Alaska , Animals , Canada , Humans , Oceans and Seas , Temperature
8.
BMC Gastroenterol ; 19(1): 226, 2019 Dec 27.
Article in English | MEDLINE | ID: mdl-31881948

ABSTRACT

BACKGROUND: The Asia-Pacific Colorectal Screening (APCS) score is effective to screen high-risk groups of advanced colorectal neoplasia (ACN) patients but needs revising and can be combined with the fecal immunochemical test (FIT). This paper aimed to improve the APCS score and evaluate its use with the FIT in stratifying the risk of ACN. METHODS: This prospective and multicenter study enrolled 955 and 1201 asymptomatic Chinese participants to form the derivation and validation set, respectively. Participants received the risk factor questionnaire, colonoscopy and FIT. Multiple logistic regression was applied, and C-statistic, sensitivity and negative predictive values (NPVs) were used to compare the screening efficiency. RESULTS: A modified model was developed incorporating age, body mass index (BMI), family history, diabetes, smoking and drinking as risk factors, stratifying subjects into average risk (AR) or high risk (HR). In the validation set, the HR tier group had a 3.4-fold (95% CI 1.8-6.4) increased risk for ACN. The C-statistic for the modified score was 0.69 ± 0.04, and 0.67 ± 0.04 for the original score. The sensitivity of the modified APCS score combined with FIT for screening ACN high-risk cohorts was 76.7% compared with 36.7% of FIT alone and 70.0% of the modified APCS score alone. The NPVs of the modified score combined with FIT for ACN were 98.0% compared with 97.0% of FIT alone and 97.9% of the modified APCS score alone. CONCLUSIONS: The modified score and its use with the FIT are efficient in selecting the HR group from a Chinese asymptomatic population.


Subject(s)
Colonoscopy , Colorectal Neoplasms/diagnosis , Occult Blood , Age Factors , Alcohol Drinking , Asymptomatic Diseases , China , Colorectal Neoplasms/pathology , Diabetes Mellitus , Exercise , Feeding Behavior , Female , Humans , Male , Middle Aged , Obesity , Predictive Value of Tests , Prospective Studies , Regression Analysis , Risk Assessment , Risk Factors , Sample Size , Sensitivity and Specificity , Sex Factors , Smoking , Surveys and Questionnaires
9.
Nature ; 453(7198): 1107-11, 2008 Jun 19.
Article in English | MEDLINE | ID: mdl-18449188

ABSTRACT

Polyglutamine (polyQ) diseases are a class of dominantly inherited neurodegenerative disorders caused by the expansion of a CAG repeat encoding glutamine within the coding region of the respective genes. The molecular and cellular pathways underlying polyQ-induced neurodegeneration are the focus of much research, and it is widely considered that toxic activities of the protein, resulting from the abnormally long polyQ tract, cause pathogenesis. Here we provide evidence for a pathogenic role of the CAG repeat RNA in polyQ toxicity using Drosophila. In a Drosophila screen for modifiers of polyQ degeneration induced by the spinocerebellar ataxia type 3 (SCA3) protein ataxin-3, we isolated an upregulation allele of muscleblind (mbl), a gene implicated in the RNA toxicity of CUG expansion diseases. Further analysis indicated that there may be a toxic role of the RNA in polyQ-induced degeneration. We tested the role of the RNA by altering the CAG repeat sequence to an interrupted CAACAG repeat within the polyQ-encoding region; this dramatically mitigated toxicity. In addition, expression of an untranslated CAG repeat of pathogenic length conferred neuronal degeneration. These studies reveal a role for the RNA in polyQ toxicity, highlighting common components in RNA-based and polyQ-protein-based trinucleotide repeat expansion diseases.


Subject(s)
Drosophila/metabolism , Nerve Degeneration , Nerve Tissue Proteins/metabolism , Nuclear Proteins/metabolism , Peptides/genetics , RNA/toxicity , Repressor Proteins/metabolism , Animals , Ataxin-3 , Disease Models, Animal , Drosophila/genetics , Drosophila Proteins/genetics , Drosophila Proteins/metabolism , Eye/metabolism , Eye/pathology , Humans , Mutant Proteins/genetics , Mutant Proteins/metabolism , Nerve Tissue Proteins/genetics , Nuclear Proteins/genetics , Peptides/metabolism , Peptides/toxicity , RNA/genetics , RNA-Binding Proteins/genetics , RNA-Binding Proteins/metabolism , Repressor Proteins/genetics , Trinucleotide Repeat Expansion/genetics , Up-Regulation
10.
Int J Hematol ; 120(1): 44-49, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38767828

ABSTRACT

Augustine is a newly identified blood group system comprising four antigens, one of which is the high-frequency antigen Ata in the original "series". Four antigens are located on a multipass membrane glycoprotein equilibrative nucleoside transporter 1 (ENT1), and equilibrative nucleoside transporter is encoded by SLC29A1. In 2016, the International Society of Blood Transfusion (ISBT) recognised Augustine as a blood group system and numbered it as 036. The glycoprotein ENT1 transports nucleotides into cells to participate in the synthesis of DNA and RNA, and this is an important link for chemotherapeutic glycosides to enter tumour cells. Augustine antibodies are clinically relevant in blood transfusion and pregnancy.


Subject(s)
Blood Group Antigens , Equilibrative Nucleoside Transporter 1 , Humans , Equilibrative Nucleoside Transporter 1/metabolism , Equilibrative Nucleoside Transporter 1/genetics , Female , Pregnancy , Blood Transfusion
11.
Sci Rep ; 14(1): 9179, 2024 04 22.
Article in English | MEDLINE | ID: mdl-38649459

ABSTRACT

Although serum iron status and sarcopenia are closely linked, the presence of comprehensive evidence to establish a causal relationship between them remains insufficient. The objective of this study is to employ Mendelian randomization techniques to clarify the association between serum iron status and sarcopenia. We conducted a bi-directional Mendelian randomization (MR) analysis to investigate the potential causal relationship between iron status and sarcopenia. MR analyses were performed using inverse variance weighted (IVW), MR-Egger, and weighted median methods. Additionally, sensitivity analyses were conducted to verify the reliability of the causal association results. Then, we harvested a combination of SNPs as an integrated proxy for iron status to perform a MVMR analysis based on IVW MVMR model. UVMR analyses based on IVW method identified causal effect of ferritin on appendicular lean mass (ALM, ß = - 0.051, 95% CI - 0.072, - 0.031, p = 7.325 × 10-07). Sensitivity analyses did not detect pleiotropic effects or result fluctuation by outlying SNPs in the effect estimates of four iron status on sarcopenia-related traits. After adjusting for PA, the analysis still revealed that each standard deviation higher genetically predicted ferritin was associated with lower ALM (ß = - 0.054, 95% CI - 0.092, - 0.015, p = 0.006). Further, MVMR analyses determined a predominant role of ferritin (ß = - 0.068, 95% CI - 0.12, - 0.017, p = 9.658 × 10-03) in the associations of iron status with ALM. Our study revealed a causal association between serum iron status and sarcopenia, with ferritin playing a key role in this relationship. These findings contribute to our understanding of the complex interplay between iron metabolism and muscle health.


Subject(s)
Ferritins , Iron , Mendelian Randomization Analysis , Polymorphism, Single Nucleotide , Sarcopenia , Humans , Sarcopenia/genetics , Sarcopenia/blood , Iron/metabolism , Iron/blood , Ferritins/blood , Male
12.
Front Neurol ; 15: 1392984, 2024.
Article in English | MEDLINE | ID: mdl-39050130

ABSTRACT

KANNO is a new human blood group that was recently discovered. The KANNO antigen shares the PRNP gene with the prion protein and the prion protein E219K polymorphism determines the presence or absence of the KANNO antigen and the development of anti-KANNO alloantibodies. These alloantibodies specifically react with prion proteins, which serve as substrates for conversion into pathological isoforms in some prion diseases and may serve as effective targets for resisting prion infection. These findings establish a potential link between the KANNO blood group and human prion disease via the prion protein E219K polymorphism. We reviewed the interesting correlation between the human PRNP gene's E219K polymorphism and the prion proteins it expresses, as well as human red blood cell antigens. Based on the immune serological principles of human blood cells, the prion protein E219K polymorphism may serve as a foundation for earlier molecular diagnosis and future drug development for prion diseases.

13.
Heliyon ; 10(1): e22775, 2024 Jan 15.
Article in English | MEDLINE | ID: mdl-38163210

ABSTRACT

Recent findings have suggested that solute carrier (SLC) transporters play an important role in tumor development and progression, and alterations in the expression of individual SLC genes are critical for fulfilling the heightened metabolic requirements of cancerous cells. However, the global influence of the co-expression pattern of SLC transporters on the clinical stratification and characteristics of the tumor microenvironment (TME) remains unexplored. In this study, we identified five SLC gene subtypes based on transcriptome co-expression patterns of 187 SLC transporters by consensus clustering analysis. These subtypes, which were characterized by distinct TME and biological characteristics, were successfully employed for prognostic and chemotherapy response prediction in colon cancer patients, as well as demonstrated associations with immunotherapy benefits. Then, we generated an SLC score model comprising 113 genes to quantify SLC gene co-expression patterns and validated it as an independent prognostic factor and drug response predictor in several independent colon cancer cohorts. Patients with a high SLC score possessed distinct characteristics of copy number variation, genomic mutations, DNA methylation, and indicated an SLC-S2 subtype, which was characterized by strong stromal cell infiltration, stromal pathway activation, poor prognosis, and low predicted fluorouracil and immunotherapeutic responses. Furthermore, the analysis of the Cancer Therapeutics Response Portal database revealed that inhibitors targeting PI3K catalytic subunits could serve as promising chemosensitizing agents for individuals exhibiting high SLC scores. In conclusion, the co-expression patterns of SLC transporters aided the disease classification, and the SLC score proved to be a reliable tool for distinguishing SLC gene subtypes and guiding precise treatment in patients with colon cancer.

14.
Mol Oncol ; 17(3): 499-517, 2023 03.
Article in English | MEDLINE | ID: mdl-36349418

ABSTRACT

Despite the connection of secretory cells to distinct mucus-containing colon cancer histological subtypes and the interaction of secretory cells with immune cells in the pathogenesis of intestinal inflammatory diseases, whether the secretory cell signatures are associated with tumor microenvironment (TME) heterogeneity and can aid in colon cancer patient classification have not been investigated. Here, by performing the principal component analysis and consensus clustering analysis, we identified four distinct expression patterns based on secretory cell signatures which were significantly associated with different clinical behaviors, TME landscape, pathway activation, genomic mutations, and DNA methylation characteristics. Subsequently, a 'SCS score' model was constructed. The high SCS score indicated a pattern of 'secretory cell subtype 2', which was characterized by stromal infiltration and activation, and predicted poor prognosis and low sensitivity to fluorouracil-based chemotherapy and immunotherapy, but high sensitivity to PI3K catalytic subunit inhibitors. In conclusion, our study comprehensively uncovered the tumor heterogeneity related to secretory cell signature expression patterns. Moreover, the SCS score can supplement routine histopathological assessments to guide personalized therapeutic strategies in colon cancer patients.


Subject(s)
Adenocarcinoma , Colonic Neoplasms , Humans , Colonic Neoplasms/genetics , Tumor Microenvironment/genetics , Fluorouracil , Cluster Analysis
15.
Zhongguo Xiu Fu Chong Jian Wai Ke Za Zhi ; 36(12): 1506-1511, 2022 Dec 15.
Article in Zh | MEDLINE | ID: mdl-36545859

ABSTRACT

Objective: To investigate the safety and efficacy of different doses of tranexamic acid (TXA) in posterior cervical laminectomy with lateral mass screw fixation and bone graft fusion by a prospective clinical study. Methods: The middle-aged and elderly patients with cervical spondylotic myelopathy, who were admitted between January 2020 and January 2022 and scheduled to undergo posterior cervical laminectomy with lateral mass screw fixation and bone graft fusion, were studied as the research subjects. Among them, 165 patients met the selection criteria and were included in the study. The patients were allocated into 3 groups ( n=55) by random double-blind lottery. Groups A and B were given intravenous infusion of TXA at 30 minutes before operation according to the standards of 15 and 30 mg/kg, respectively; and group C was given normal saline in the same way. There was no significant difference in gender, age, body mass index, and preoperative D-dimer, hemoglobin (Hb), and hematocrit (HCT) between groups ( P>0.05). The intraoperative bleeding, intraoperative blood transfusion, postoperative drainage volume, drainage days, and postoperative hospital stay were recorded. The Hb, HCT, and D-dimer were compared before operation and at 3 days after operation. Venous ultrasonography of the lower extremities was taken after operation to assess thrombosis; and the postoperative hematoma and epilepsy were also observed. Results: All operations were successfully completed, and the incisions healed by first intention. The differences in intraoperative bleeding volume, postoperative drainage volume, drainage days, and postoperative hospital stay between groups were significant ( P<0.05). The above indexes were significantly less in group B than in groups A and C. During operation, 14 patients in group A and 23 patients in group C were transfused, and no patient in group B had blood transfusions. Compared with groups A and C, the blood transfusion volume in group B significantly decreased ( P<0.05), and the difference between groups A and C was not significant ( P>0.05). There was no significant difference in the differences of D-dimer, Hb, and HCT before and after operation between groups ( P>0.05). At 5 days after operation, the venous ultrasonography of the lower extremities showed that the 2 cases of intermuscular venous thrombosis occurred in groups A, B, and C, respectively. No hematoma or epilepsy occurred after operation. Conclusion: The application of 15 and 30 mg/kg TXA in posterior cervical laminectomy with lateral mass screw fixation and bone graft fusion can reduce intraoperative bleeding and postoperative drainage volume, postoperative drainage days, and postoperative hospital stay. And application of 30 mg/kg TXA can reduce intraoperative blood transfusion, without increasing the risk of lower extremity venous thrombosis, hematoma, and epilepsy.


Subject(s)
Antifibrinolytic Agents , Tranexamic Acid , Aged , Middle Aged , Humans , Tranexamic Acid/therapeutic use , Laminectomy , Prospective Studies , Arthrodesis , Postoperative Hemorrhage , Blood Loss, Surgical/prevention & control , Hematoma , Bone Screws , Antifibrinolytic Agents/therapeutic use , Treatment Outcome , Retrospective Studies
16.
Water Res ; 211: 118078, 2022 Mar 01.
Article in English | MEDLINE | ID: mdl-35066260

ABSTRACT

Tree-based machine learning models based on environmental features offer low-cost and timely solutions for predicting microbial fecal contamination in beach water to inform the public of the health risk. However, many of these models are black boxes that are difficult for humans to understand, which may cause severe consequences such as unexplained decisions and failure in accountability. To develop interpretable predictive models for beach water quality, we evaluate five tree-based models, namely classification tree, random forest, CatBoost, XGBoost, and LightGBM, and employ a state-of-the-art explanation method SHAP to explain the models. When tested on the Escherichia coli (E. coli) concentration data collected from three beach sites along Lake Erie shores, LightGBM, followed by XGBoost, achieves the highest averaged precision and recall scores. For all three sites, both models suggest lake turbidity as the most important predictor, and elucidate the crucial role of accurate local data of wave height and rainfall in the model development. Local SHAP values further reveal the robustness of the importance of lake turbidity as its SHAP value increases nearly monotonically with its value and is minimally affected by other environmental factors. Moreover, we found an intriguing interaction between lake turbidity and day-of-year. This work suggests that the combination of LightGBM and SHAP has a promising potential to develop interpretable models for predicting microbial water quality in freshwater lakes.


Subject(s)
Bathing Beaches , Water Quality , Environmental Monitoring , Escherichia coli , Feces/microbiology , Lakes , Water Microbiology
17.
Am J Respir Crit Care Med ; 182(7): 877-83, 2010 Oct 01.
Article in English | MEDLINE | ID: mdl-20538962

ABSTRACT

RATIONALE: Cross-talk between glucocorticoid receptors and histone deacetylases (HDACs) under steroid-insensitive conditions has not been explored. OBJECTIVES: To evaluate expression and interaction of HDACs with glucocorticoid receptor isoforms in bronchoalveolar lavage and peripheral blood mononuclear cells from steroid-resistant versus steroid-sensitive patients with asthma. METHODS: Expression of HDACs 1 through 11 was measured by real-time polymerase chain reaction in primary cells and in the DO11.10 cell line, designed to overexpress glucocorticoid receptor ß. Glucocorticoid receptor ß expression was inhibited in bronchoalveolar lavage cells by small interfering RNA. Human HDAC2 promoter fragments were cloned into a luciferase reporter vector, and transiently transfected with glucocorticoid receptor α- and ß-encoding plasmids into the cells. Luciferase activity was then assayed in response to glucocorticoids. MEASUREMENTS AND MAIN RESULTS: Levels of HDAC2 mRNA, but not other histone deacetylases, were significantly decreased in bronchoalveolar lavage cells but not in peripheral blood mononuclear cells from steroid-resistant patients with asthma. Overexpression of glucocorticoid receptor ß in DO11.10 cells selectively reduced HDAC2 mRNA and protein levels. Silencing of glucocorticoid receptor ß in bronchoalveolar lavage cells from patients with asthma significantly increased HDAC2 mRNA. Luciferase activity assays with HDAC2 promoter reporter constructs identified two glucocorticoid-inducible regions in the HDAC2 promoter. Promoter activity was increased more than fourfold in dexamethasone-treated cells cotransfected with glucocorticoid receptor α. Cotransfection of glucocorticoid receptor ß abolished this effect in a dose-dependent manner. CONCLUSIONS: Glucocorticoid receptor ß controls expression of histone deacetylase 2 by inhibiting glucocorticoid response elements in its promoter. This highlights a novel mechanism by which glucocorticoid receptor ß promotes steroid insensitivity (Li et al.: J Allergy Clin Immunol 2009;123:S146; and Li et al.: J Allergy Clin Immunol 2010;125:AB104).


Subject(s)
Asthma/physiopathology , Drug Resistance/genetics , Gene Expression Regulation , Glucocorticoids/pharmacology , Histone Deacetylase 2/antagonists & inhibitors , Receptor Cross-Talk , Receptors, Glucocorticoid/metabolism , Response Elements/genetics , Asthma/drug therapy , Asthma/genetics , Bronchoalveolar Lavage Fluid , Histone Deacetylase 2/genetics , Humans , Leukocytes, Mononuclear , Promoter Regions, Genetic , Receptors, Glucocorticoid/genetics
18.
Am J Respir Cell Mol Biol ; 40(2): 223-30, 2009 Feb.
Article in English | MEDLINE | ID: mdl-18776133

ABSTRACT

Corticosteroids are the most common therapeutic approach for control of tissue inflammation. Combination IL-2/IL-4 is known to induce T-cell steroid resistance. This can be reversed with IFN-gamma; however, the mechanism by which this occurs is unknown. In the current study, we found that treatment of peripheral blood mononuclear cells with combination IL-2/IL-4 for 48 hours, but not with IL-2 or IL-4 alone, abrogated dexamethasone (DEX)-induced glucocorticoid receptor (GCR)-alpha nuclear translocation in both CD4(+) and CD8(+) T cells. The presence of IL-4 significantly down-regulated IFN-gamma production by IL-2-stimulated cells. Importantly, addition of IFN-gamma to the IL-2/IL-4 combination restored GCRalpha nuclear translocation in response to DEX. Furthermore, DEX-induced mitogen-activated protein kinase (MAPK) phosphatase-1 induction, used as a readout for corticosteroid-induced transactivation, was significantly greater (P < 0.05) in media and IL-2/IL-4/IFN-gamma-treated conditions compared with IL-2/IL-4-treated cells. The combination of IL-2/IL-4 induced p38 MAPK activation in CD3(+) cells (30.5 +/- 5.7% cells expressed phospho-p38 MAPK versus no phospho-p38 MAPK expression after media treatment). The presence of the p38 MAPK inhibitor, SB203580, or IFN-gamma inhibited p38 MAPK phosphorylation and enhanced GCRalpha nuclear translocation in response to DEX. These data indicate that combination IL-2/IL-4 inhibits GCRalpha nuclear translocation in human T cells, and this effect is reversed by IFN-gamma via inhibition of p38 MAPK activation.


Subject(s)
Antiviral Agents/pharmacology , CD4-Positive T-Lymphocytes/metabolism , CD8-Positive T-Lymphocytes/metabolism , Cell Nucleus/metabolism , Dexamethasone/pharmacology , Drug Resistance/drug effects , Glucocorticoids/pharmacology , Interferon-gamma/pharmacology , Interleukin-2/pharmacology , Interleukin-4/pharmacology , Receptors, Glucocorticoid/metabolism , Active Transport, Cell Nucleus/drug effects , CD4-Positive T-Lymphocytes/cytology , CD8-Positive T-Lymphocytes/cytology , Cells, Cultured , Down-Regulation , Dual Specificity Phosphatase 1/metabolism , Enzyme Inhibitors/pharmacology , Female , Humans , Imidazoles/pharmacology , Interferon-gamma/metabolism , Interleukin-2/metabolism , Interleukin-4/metabolism , Male , Phosphorylation/drug effects , Pyridines/pharmacology , p38 Mitogen-Activated Protein Kinases/antagonists & inhibitors , p38 Mitogen-Activated Protein Kinases/metabolism
19.
Medicine (Baltimore) ; 98(31): e16361, 2019 Aug.
Article in English | MEDLINE | ID: mdl-31374005

ABSTRACT

RATIONALE: Habitual abortion is caused by complex and diverse factors, such as genetic factors, immune factors, endocrine factors, viruses, bacterial infections, and so on. Allogeneic antibodies, generated due to blood-group incompatibilities between a female and her fetus, are sometimes important for habitual abortion. PATIENT CONCERNS: A 26-year-old woman had undergone abortions 3 times in July 2015 (17 weeks pregnant), March 2017 (15 weeks of gestation) and February 2018 (16 weeks pregnant) before she came to the Reproductive Medicine Center of our hospital for prenatal examinations without pregnancy. DIAGNOSES: Unexplained habitual abortion. INTERVENTIONS: A series of serological tests and nucleotide sequence of 1,4-galactosyltransferase (A4GALT) gene were performed. OUTCOMES: The patient was the rare p phenotype in P1P blood system and the patient's habitual abortion was caused by anti-PP1P antibody which was generated naturally in persons with p phenotype. There was a mutation (903C>G, CCC>CCG) in the 3rd exon of A4GALT gene, which is likely a significant contributor to p phenotype. LESSONS: This is the first case of habitual abortion caused by p phenotype due to independent 903C>G homozygous mutation with no similar record reported before, which indicates that it is a new class of mutation that leads to p phenotype.


Subject(s)
Abortion, Habitual/blood , Galactosyltransferases/analysis , Abortion, Habitual/genetics , Adult , China , Female , Galactosyltransferases/blood , Humans , Phenotype , Pregnancy , Retrospective Studies , Silent Mutation/genetics
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