Gene Ontology Function Research Articles

Identification of common core ion channel genes in epilepsy and Alzheimer's disease.

Although available literature indicates that the incidence of dementia in the epilepsy population and the risk of seizures in the Alzheimer's disease (AD) population are high, the specific genetic risk factors and the interaction mechanism are unclear, rendering rational genetic interpretation rather challenging. Our work aims to identify the common core ion channel genes in epilepsy and AD. In this study, we first integrated gene expression omnibus datasets (GSE48350 and GSE6834) on AD and epilepsy to identify differentially expressed genes (DEGs), performing Gene Ontology function and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis of DEGs. The related protein-protein interaction (PPI) network was constructed for DEGs, and the hub gene was evaluated. A total of 2800 and 35 genes were identified in GSE48350 and GSE6834, and 12 DEGs were significantly differentially expressed between the datasets. KEGG pathway analysis showed that DEGs were primarily enriched in glutamatergic synapse and dopaminergic synapse pathways. SCN2A, GRIA1, and KCNJ9 were the hub genes with high connectivity. The findings suggest that the three genes, SCN2A, GRIA1, and KCNJ9, may serve as potential targets for treating AD comorbid with epilepsy.

Furanocoumarins from Heracleum persicum L.: Unveiling their biosynthesis and gene expression

Due to the high value of Persian angelica (Heracleum persicum L.) and the limited genetic information regarding this plant, the investigation of the main secondary metabolites and corresponding biosynthesis pathway is of great importance. In this study, sequencing and transcriptome analysis were performed for both leaf and fruit tissues of H. persicum. Functional annotation and gene ontology analysis for 165,597 assembled transcripts was carried out. The most abundant categories belonged to proteins involved in cellular, metabolic, binding, and biosynthetic processes class. After comprehensive transcript annotation, the genes involved in the important metabolites biosynthesis of this plant were identified and the possible pathway for the biosynthesis of furanocoumarins and terpenoids were proposed. Finally, the relative expression of the genes involved in the biosynthesis of furanocoumarin metabolites as important compounds of this plant and their amount were investigated using real-time PCR and HPLC methods, respectively. In general, according to the results of the study, the expression of most genes in fruit tissue was higher than in leaf tissue. Angelicin synthase, bergaptol methyltransferase, and psoralen synthase in fruit tissue expressed 3.3, 2.4, and 1.9 times more than that in leaf tissue, respectively. The amount of bergapten, psoralen, xanthotoxol, and isopimpinellin in fruit was measured as 94.06, 4.6, 17.9, and 0.1 mg per gram of dry weight, respectively. Our findings will be valuable in designing metabolite engineering strategies based on genetic engineering and classical plant breeding with the aim of genetic manipulation and metabolite engineering in this plant.

Longitudinal genome-wide association analysis using a single-step random regression model for height in Japanese Holstein cattle

Growth traits, such as body weight and height, are essential in the design of genetic improvement programs of dairy cattle due to their relationship with feeding efficiency, longevity, and health. We investigated genomic regions influencing height across growth stages in Japanese Holstein cattle using a single-step random regression model. We used 72,921 records from birth to 60 mo of age with 4,111 animals born between 2000 and 2016. The analysis included 1,410 genotyped animals with 35,319 single nucleotide polymorphisms, consisting of 883 females with records and 527 bulls, and 30,745 animals with pedigree information. A single genomic region at the 58.4 megabase pair on chromosome 18 was consistently identified across 6 age points of 10, 20, 30, 40, 50, and 60 mo after multiple testing corrections for the significance threshold. Twelve candidate genes, previously reported for longevity and gestation length, were found near the identified genomic region. Another location near the identified region was also previously associated with body conformation, fertility, and calving difficulty. Functional Gene Ontology enrichment analysis suggested that the candidate genes regulate dephosphorylation and phosphatase activity. Our findings show that further study of the identified candidate genes will contribute to a better understanding of the genetic basis of height in Japanese Holstein cattle.

Prediction and verification of the active ingredients and potential targets of Erhuang Quzhi Granules on non-alcoholic fatty liver disease based on network pharmacology.

Erhuang Quzhi Granules (EQG) is a compound composed of 13 traditional Chinese medicines developed by the First Affiliated Hospital of Shihezi University. In clinical practice, EQG has been applied to the treatment of hyperlipidemia and non-alcoholic fatty liver disease (NAFLD), and could significantly improve the serum biochemical indicators of NAFLD patients. This study aims to explore the bioactive compounds, potential targets, and molecular mechanisms of EQG against NAFLD through network pharmacology, molecular docking, and experimental verification. The chemical components of EQG came from the literature and quality standard. Bioactive compounds were screened based on the absorption, distribution, metabolism, and excretion (ADME) feature, and their potential targets were predicted using the substructure-drug-target network-based inference (SDTNBI). The core targets and signaling pathways were obtained through the analysis of protein-protein interaction (PPI), gene ontology (GO) function, and Kyoto encyclopedia of genes and genomes (KEGG) pathway. The results were further confirmed by literature retrieval, molecular docking, and in vivo experiments. The results of network pharmacology showed 12 active ingredients and 10 core targets for EQG in treating NAFLD. And EQG mainly regulates lipid and atherosclerosis-related pathways to improve NAFLD. The collected literature verified the regulatory effect of the active components of EQG on core targets TP53, PPARG, EGFR, HIF1A, PPARA, and MTOR. Molecular docking results showed that Aloe-Emodin (AE), Emodin, Physcion, and Rhein (RH) had stable binding structures with the core targets HSP90AA1. In vivo experiment showed that AE and RH reduced aspartate transaminase (AST), alanine aminotransferase (ALT), interleukin (IL)-1β, IL-6, IL18, and tumor necrosis factor α (TNF-α) in the serum or liver of NAFLD mice, improved liver lipid deposition and fibrosis, and inhibit gene expression of nuclear factor kappa B (NF-κB), NOD-like receptor thermal protein domain associated protein 3 (NLRP3), IL-1β, TNF-α and protein expression of HSP90, NF-κB and Cleaved caspase-1. This study comprehensively revealed the biological compounds, potential targets, and molecular mechanisms of EQG in the treatment of NAFLD, providing a reference basis for the promotion of EQG in the clinic.

Genome-wide association study of dilated cardiomyopathy-induced heart failure associated with renal insufficiency in a Chinese population

BackgroundAs it is unclear whether there is genetic susceptibility to cardiorenal syndrome (CRS), we conducted a genome-wide association study of dilated cardiomyopathy (DCM)-induced heart failure (HF) associated with renal insufficiency (RI) in a Chinese population to identify putative susceptibility variants and culprit genes.MethodsA total of 99 Han Chinese patients with DCM-induced chronic HF were selected and divided into one of three groups, namely, HF with normal renal function (Group 1), HF with mild RI (Group 2) and HF with moderate to severe RI (Group 3). Genomic DNA was extracted from each subject for genotyping.ResultsAccording to Gene Ontology (GO) function and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis, top 10 lists of molecular function, cell composition and biological process of differential target genes and 15 signalling pathways were discriminated among the three groups. Additionally, sequencing results identified 26 significantly different single-nucleotide polymorphisms (SNPs) in the 15 signalling pathways, including three SNPs (rs57938337, rs6683225 and rs6692782) in ryanodine receptor 2 (RYR2) and two SNPs (rs12439006 and rs16958069) in RYR3. The genotype and allele frequencies of the five SNPs in RYR2 and RYR3 were significantly differential between HF (Group 1) and CRS (Group 2 + 3) patients.ConclusionTwenty-six significantly different SNP loci in 17 genes of the 15 KEGG pathways were found in the three patient groups. Among these variants, rs57938337, rs6683225 and rs6692782 in RYR2 and rs12439006 and rs16958069 in RYR3 are associated with RI in Han Chinese patients with heart failure, suggesting that these variants may be used to identify patients susceptible to CRS in the future.

Identifying hub genes and common biological pathways between COVID-19 and benign prostatic hyperplasia by machine learning algorithms.

COVID-19, a serious respiratory disease that has the potential to affect numerous organs, is a serious threat to the health of people around the world. The objective of this article is to investigate the potential biological targets and mechanisms by which SARS-CoV-2 affects benign prostatic hyperplasia (BPH) and related symptoms. We downloaded the COVID-19 datasets (GSE157103 and GSE166253) and the BPH datasets (GSE7307 and GSE132714) from the Gene Expression Omnibus (GEO) database. In GSE157103 and GSE7307, differentially expressed genes (DEGs) were found using the "Limma" package, and the intersection was utilized to obtain common DEGs. Further analyses followed, including those using Protein-Protein Interaction (PPI), Gene Ontology (GO) function enrichment analysis, and the Kyoto Encyclopedia of Genes and Genomes (KEGG). Potential hub genes were screened using three machine learning methods, and they were later verified using GSE132714 and GSE166253. The CIBERSORT analysis and the identification of transcription factors, miRNAs, and drugs as candidates were among the subsequent analyses. We identified 97 common DEGs from GSE157103 and GSE7307. According to the GO and KEGG analyses, the primary gene enrichment pathways were immune-related pathways. Machine learning methods were used to identify five hub genes (BIRC5, DNAJC4, DTL, LILRB2, and NDC80). They had good diagnostic properties in the training sets and were validated in the validation sets. According to CIBERSORT analysis, hub genes were closely related to CD4 memory activated of T cells, T cells regulatory and NK cells activated. The top 10 drug candidates (lucanthone, phytoestrogens, etoposide, dasatinib, piroxicam, pyrvinium, rapamycin, niclosamide, genistein, and testosterone) will also be evaluated by the P value, which is expected to be helpful for the treatment of COVID-19-infected patients with BPH. Our findings reveal common signaling pathways, possible biological targets, and promising small molecule drugs for BPH and COVID-19. This is crucial to understand the potential common pathogenic and susceptibility pathways between them.

O-159 Impact of open and closed methods of vitrification on oocyte mitochondria function and RNAseq transcriptome profile: a preclinical screening study

Abstract Study question Do current methods of open vitrification (OV) and closed vitrification (CV) impact on oocyte mitochondria function and transcriptome? Summary answer Oocyte vitrification confers unique mitochondria distribution patterns and alters the expression of stress response genes and mitochondria function relative to control (fresh) oocytes. What is known already Mitochondria are essential for maintenance of metabolic function and developmental competence at physiological conditions. Conversely, open and closed methods of oocyte vitrification are associated with physical, chemical and non-physiological changes, and exposures to cryoprotecting agents which could be harmful at extremely high and low temperatures. Study design, size, duration Ninety-four unfertilised Metaphase II (MII) oocytes were donated to research between May 2018 and August 2021. Fifty-seven oocytes were randomly allocated to the different study groups. Similarly, thirty-seven oocytes were allocated to the different study control groups. Participants/materials, setting, methods Fourteen women underdoing IVF/ICSI treatment cycles were involved in the study. cDNA was obtained for qPCR and the Smart-Seq2 protocol and single-cell RNA-Seq was performed (illumina NextSeq2000). Mitochondrial staining on live-oocytes was performed using Mito-tracker Deep Red stain, and images evaluated using fluorescence microscopy. Differentially expressed genes were identified using the R package edgeR and functional gene ontology was performed using an over-representation analysis via WebGestalt. Correction for multiple testing was calculated using Benjamini-Hochberg method Main results and the role of chance Mean mitochondrial intensity/density showed similarities between open (OV) and closed vitrification (CV) and control (fresh oocytes FO): 25.8 (12.7-44.9, standard deviation [SD] 10.2) for FO oocytes (n = 15), 30.3 (16.2-44.8, SD 10.1) for OV oocytes (n = 11), 26.6 (13.3-64.6, SD 15.3) for CV oocytes (n = 12) (p = 0.617). Distinct mitochondria distribution patterns (cytoplasmic and peripheral) were associated with OV and CV oocytes. Twice as many peripheral to cytoplasmic patterns were observed in FO and OV oocytes in contrast to CV oocytes (p = 037). Mean expression of the gene SDHB, which is associated with the TCA cycle and the mitochondrial electron transport chain was reduced in vitrified oocytes (n = 13) (0.0879 ± 0.0216 vs 0.0593 ± 0.0479), as was the anti-apoptotic gene BCL2 (p = 0.0061), relative to control oocytes (n = 13), (p = 0.01). Conversely, genes associated with apoptosis and stress response (BAX (p = 0.002) and BCL2L1 (p = 0.016)) were significantly enriched relative to control oocytes. RNAseq transcriptome analysis revealed a total of 71 differentially expressed genes following vitrification relative to control oocytes. Genes associated with critical metabolic processes (death domain binding, BCL-2 homology 3 (BH3) domains, and exopolyphosphatatse activities) were enriched in vitrified oocytes relative to the control group (FDR>0.05). Limitations, reasons for caution The use of unfertilised metaphase II (MII) oocytes on day 1 as a preclinical application screening model for vitrification may not reflect the molecular status and integrity of clinical grade MII oocytes on day 0. Wider implications of the findings This study emphasizes the inherent impact of vitrification on oocyte mitochondria function and transcriptome relative to control oocytes. Importantly, unintended perturbations may be detrimental to oocyte health and developmental competence, suggesting the need for a continuous safety screening and monitoring of ART methods of cryopreservation and offspring long-term health. Trial registration number National Institute for Health Research (NIHR). Grant Reference: ICA-CDRF-2015-01-068

P-155 MicroRNA-155 (miR-155) expression profile and developmental characteristics of bovine early embryos are altered when cultured in group versus individually

Abstract Study question Culturing bovine preimplantation embryos in group versus individually has an impact on the expression profile of miR-155 and developmental characteristics. Summary answer MiR-155 was significantly greater in its expression when embryos were cultured in groups versus singly. Developmental characteristics of blastocysts were similar regardless of culture condition. What is known already MiRNAs are short non-coding RNAs that play important roles in many biological pathways including embryogenesis and are potent effectors of post-transcriptional gene silencing. It has been estimated that approximately 60% of all proteins-coding genes are regulated by miRNAs. MiR-155 is involved in early events of embryogenesis; however, it has not been characterized in bovine embryos and this knowledge has not yet been clinically translated. Existing literature indicates that group culture yields superior embryo development as embryos can benefit from autocrine signaling and paracrine communication but embryos in groups may be exposed to negative effects of dying or delayed embryos. Study design, size, duration The study consisted of two groups: zygotes cultured to blastocysts in group and those cultured individually. Each sample consists of 3 blastocysts. Droplet digital PCR (dd-PCR) was used to examine the expression of miR-155. Gene Set Enrichment Analysis (GSEA) of miRNAs was carried out to identify functional Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways that are enriched for the targets of one or more miRNAs. Participants/materials, setting, methods Oocytes were aspirated from antral follicles of bovine ovaries and matured in vitro. Twenty-four hours post retrieval, matured oocytes were inseminated with sperm from similar bull. Presumptive zygotes were cultured either in groups or individually until blastocyst stage, Blastocyst were collected and purified for RNA. Analysis for KEGG and GO Biological Process, Cellular Component and Molecular Functions were carried out on the identified target genes. Results were plotted according to level of enrichment for miR-155. Main results and the role of chance Five hundred and seventy-five oocytes were retrieved from 120 bovine ovaries. Cleavage rate and blastocyst formation after IVF were compared between those blastocysts cultured in groups versus individually. There was no significant difference among the two groups with regards to cleavage rate (69% vs. 54%) and blastocyst formation (42% vs.35%). ddPCR assessment showed significantly greater MiR-155 expression in those blastocysts cultured in groups (p = 0.002). The highest level of miR-151 expressed was 20 copies/sample. Every sample, regardless of the culture conditions, had detectable miR-155 level. The interaction of predicted miR-155 target clusters based on the GO Biological Processes shows that miR-155 plays a role in DNA binding, transcription factor binding, regulates transcription and affects cell adhesion. KEGG analysis revealed an association between miR-155 to steroidogenesis and controls apoptosis pathways. Limitations, reasons for caution The number of copies expressed for this miRNA was relatively low, which could suggest that miR-155 may not have a functional role at the blastocyst stage as the effectiveness of a miRNA depends on the relative number of binding site and target molecules. Blastocysts were pooled based on morphological assessment. Wider implications of the findings MiRNAs offer a novel mean to assess embryonic fitness. Further validation and more complex study designs are required to implement the profiling of embryonic miRNAs as a diagnostic test for embryo selection. Group culture increased miR-155 expression, possibly reflecting differences in cellular behavior between group cultured embryos and individually ones. Trial registration number Not applicable

Antibody screening reveals antigenic proteins involved in Talaromyces marneffei and human interaction.

Talaromycosis is a fungal infection that generally affects immunocompromised hosts and is one of the most frequent systemic mycoses in HIV patients, especially in endemic areas such as Southeast Asia. Talaromyces marneffei, the causative agent of talaromycosis, grows as a mold in the environment but adapts to the human body and host niches by transitioning from conidia to yeast-like cells. Knowledge of the human host and T. marneffei interaction has a direct impact on the diagnosis, yet studies are still lacking. The morbidity and mortality rates are high in taloromycosis patients if the diagnosis and treatments are delayed. Immunogenic proteins are excellent candidates for developing detection tools. Previously, we identified antigenic proteins that were recognized by antibodies from talaromycosis sera. Three of these identified proteins have been previously characterized in detail, while the others have not been explored. To expedite the progress of antigen discovery, the complete list of antigenic proteins and their features was fully reported in this study. Functional annotation and Gene Ontology examination revealed that these proteins showed a high association with membrane trafficking. Further bioinformatics analyses were performed to search for antigenic protein characteristics, including functional domains, critical residues, subcellular localization, secretory signals, and epitope peptide sequences. Expression profiling of these antigenic encoding genes was investigated using quantitative real-time PCR. The results demonstrated that most genes were expressed at low levels in the mold form, but were highly upregulated in the pathogenic yeast phase, consistent with the antigenic role of these genes during the human-host interaction. Most transcripts accumulated in the conidia, suggesting a role during phase transition. The collection of all antigen-encoding DNA sequences described here is freely accessible at GenBank, which could be useful for the research community to develop into biomarkers, diagnostic tests, research detection tools, and even vaccines.

Identification of molecular mechanisms causing skin lesions of cutaneous leishmaniasis using weighted gene coexpression network analysis (WGCNA)

Leishmaniasis is an infectious disease, caused by a protozoan parasite. Its most common form is cutaneous leishmaniasis, which leaves scars on exposed body parts from bites by infected female phlebotomine sandflies. Approximately 50% of cases of cutaneous leishmaniasis fail to respond to standard treatments, creating slow-healing wounds which cause permanent scars on the skin. We performed a joint bioinformatics analysis to identify differentially expressed genes (DEGs) in healthy skin biopsies and Leishmania cutaneous wounds. DEGs and WGCNA modules were analyzed based on the Gene Ontology function, and the Cytoscape software. Among almost 16,600 genes that had significant expression changes on the skin surrounding Leishmania wounds, WGCNA determined that one of the modules, with 456 genes, has the strongest correlation with the size of the wounds. Functional enrichment analysis indicated that this module includes three gene groups with significant expression changes. These produce tissue-damaging cytokines or disrupt the production and activation of collagen, fibrin proteins, and the extracellular matrix, causing skin wounds or preventing them from healing. The hub genes of these groups are OAS1, SERPINH1, and FBLN1 respectively. This information can provide new ways to deal with unwanted and harmful effects of cutaneous leishmaniasis.

Astragulus embranaceus (Fisch.) Bge-Dioscorea opposita Thunb herb pair ameliorates sarcopenia in senile type 2 diabetes mellitus through Rab5a/mTOR-mediated mitochondrial dysfunction

Ethnopharmacological relevanceThe combination of Astragulus embranaceus (Fisch.) Bge (Huangqi) and Dioscorea opposita Thunb (Shanyao) are one of the most widely accepted herb pairs in traditional Chinese medicine prescriptions for treating sarcopenia. However, the mechanisms underlying the combination of these herbs for anti-sarcopenia treatment are not yet fully understood. Aim of the studyTo investigate the potential effect of the Astragulus embranaceus (Fisch.) Bge and Dioscorea opposita Thunb herb pair (Ast-Dio) on sarcopenia in mice that have been induced with senile type 2 diabetes mellitus, as well as to explore the underlying mechanisms related to the Rab5a/mTOR signaling pathway and mitochondrial quality control. Materials and methodsNetwork pharmacology was utilized to identify the main active ingredients of Ast-Dio and potential therapeutic targets for sarcopenia. Gene Ontology function and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analyses were conducted to explore the underlying mechanisms of Ast-Dio in treating sarcopenia. The high-performance liquid chromatography method coupled with triple-quadrupole tandem mass spectrometry was developed to quantify the major constituents of Ast-Dio. Male C57/BL6 mice, aged 12 months, induced with type 2 diabetes mellitus via streptozotocin were divided into three groups for 8 weeks: the model group, Ast-Dio treatment group (7.8 g/kg), and metformin treatment group (100 mg/kg). Normal control groups included mice aged 3 and 12 months, respectively. The study monitored changes in fasting blood glucose levels, grip strength, and body weight during 8 weeks of intragastric administration. Liver and kidney function in mice was evaluated by measuring the levels of serum creatinine, alanine transaminase, and aspartate transaminase. Skeletal muscle mass condition was evaluated by muscle weight, and hematoxylin and eosin staining. Protein and mRNA expressions related to muscle atrophy, mitochondrial quality control, and the Rab5a/mTOR signaling pathway were detected using immunofluorescence staining, immunohistochemical staining, Western blotting, and quantitative real-time polymerase chain reaction. In addition, transmission electron microscopy was employed to investigate the condition of mitochondria in the groups. ResultsThrough the prediction analysis of network pharmacology, we identified mTOR as one of the primary targets for Ast-Dio therapy of sarcopenia. Gene Ontology functional enrichment analysis revealed that mitochondrial control quality is crucial in the treatment of sarcopenia with Ast-Dio. Our findings showed that senile type 2 diabetes mellitus induced muscle mass loss and a reduction in grip strength, both of which were dramatically restored by Ast-Dio treatment. Notably, Ast-Dio increased Myogenin expression while decreasing Atrogin-1 and MuRF-1 expression. Additionally, Ast-Dio activated Rab5a/mTOR and its downstream effector AMPK. Moreover, Ast-Dio modulated mitochondrial quality control by decreasing Mitofusin-2 expression while increasing the expression of TFAM, PGC-1α, and MFF. ConclusionsOur results suggest that Ast-Dio treatment may alleviate sarcopenia in mice with senile type 2 diabetes mellitus through its effects on the Rab5a/mTOR pathway and mitochondrial quality control.

Pathological observation and transcriptomic analysis of thymus injury in PRRSV-infected piglets

The thymus, the central immune organ in mammals, plays an important role in immune defense. Porcine reproductive and respiratory syndrome virus (PRRSV) infection in piglets can cause thymus injury and immunosuppression. However, the mechanisms of thymus injury remain unknown. This study was aimed at investigating the specific manifestations of thymus injury through the construction of a PRRSV-infected piglet model and histopathological observation. In this study, fourteen 40-day-old PRRSV-free piglets were randomly divided into two groups, eleven of which were intramuscularly injected with 3 mL of PRRSV WUH3 virus suspension (106 PFU /mL) in the infection group, and three of which were sham-inoculated with 3 mL of RPMI-1640 medium in the control group. Clinical necropsy and samples collection were performed on day 8 after artificial infection. With the Illumina platform, the transcriptomes of piglet thymus tissues from infected and control piglets were sequenced to explore the relationships of differentially expressed genes (DEGs) and signaling pathways with thymus injury. The immune organs of PRRSV-infected piglets were severely damaged. The histopathological findings in the thymus indicated that PRRSV infection was associated with a large decrease in lymphocytes, cell necrosis and cell apoptosis; an increase in blood vessels and macrophages; thymic corpuscle hyperplasia; and interstitial widening of the thymic lobules. The transcriptomic analysis results revealed that the Gene Ontology functions of DEGs were enriched primarily in biological processes such as angiogenesis, regulation of angiogenesis and positive regulation of cell migration. Moreover, greater numbers of blood vessels and macrophages were observed in the thymus in PRRSV-infected than control piglets. KEGG pathway enrichment analysis revealed that the DEGs were significantly enriched in the Toll-like receptor signaling pathway, chemokine signaling pathway, IL-17 signaling pathway and TNF signaling pathway. The expression of TLR8, IRF5, the chemokines CCL2, CCL3L1 and CCL5; and their receptors CCR1, CCR2 and CCR5 was significantly up-regulated in PRRSV infection, thus suggesting that these cytokines were associated with the pathological processes of thymus injury.

Identification of prognostic and driver gene mutations in acute myeloid leukemia by a bioinformatics analysis.

The representative gene mutation in the prognostic groups of acute myeloid leukemia (AML) patients is not yet known. The purpose of this study is to identify representative mutations that can help physicians better predict patient prognosis and thus develop better treatment plans. The Cancer Genome Atlas (TCGA) database was queried for clinical and genetic information, and individuals with AML were classified into 3 groups based on their AML Cancer and Leukemia Group B (CALGB) cytogenetic risk category. Each group's differentially mutated genes (DMGs) were evaluated. Simultaneously, Gene Ontology (GO) function and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were used to assess the function of DMGs within the 3 distinct groups. We used the driver status and protein impact of DMGs as additional filters to narrow down the list of significant genes. Cox regression analysis was used to examine the survival features of gene mutations in these genes. A cohort of 197 AML patients were divided into 3 groups according to their prognostic subtype: favorable (n=38), intermediate (n=116) and poor (n=43). There were significant differences in age and tumor metastasis rates among the three groups of patients. Patients in the favorable group had the highest rate of tumor metastasis. Different prognosis groups' DMGs were detected. The DMGs were examined for the driver and harmful mutations. We considered the DMGs that had driver and harmful mutations and that affected the survival outcomes in the prognostic groups as the key gene mutations. The group with a favorable prognosis carried specific gene mutations for KIT and WT1. The intermediate prognostic group contained mutations in the genes IDH2, NRAS, NPM1, FLT3, RUNX1, DNMT1A, and MUC16. In the group with a poor prognosis, the representative genes were KRAS, TP53, IDH1, IDH2, and DNMT3A, with TP53 mutations substantially correlated with overall patient survival. We performed the systemic analysis of the gene mutation in patients with AML and identified representative and driver mutations between the prognostic group. identification of representative and driver mutations between the prognostic group can help predict the prognosis of patients with AML and guide treatment decisions.

Investigation of Cardioprotective Activity of Silybin: Network Pharmacology, Molecular Docking, and In Vivo Studies

AbstractThe abundant health benefits of silybin are known to benefit people with myocardial infarction (MI). However, their mechanisms of action are not precise. To address this problem, network pharmacology was used to identify the various components that can be utilized to treat this condition, and an in vivo study was conducted to evaluate the cardioprotective effect in MI rats. Genes associated with silybin and MI targets were extracted, and overlapping genes between silybin‐associated genes and MI targets were identified using Venn diagrams. Using Cytoscape, we built, visualized, and analyzed a network of compounds and genes with pathways. Protein‐protein interaction network (PPI), gene ontology (GO) function enrichment, and Kyoto Encyclopedia of Genes, and Genomes (KEGG) pathway enrichment analyses of the core targets were performed to predict its mechanism. A molecular docking study assessed the affinity between silybin and the top three genes. ECG pattern, serum CK‐MB, LDH, serum and heart tissue antioxidants, SOD and catalase in isoproterenol‐induced MI rats were used to test the cardioprotective effect of silybin. Silybin‐related genes (114) and MI‐related genes (1800) were identified, and 74 genes overlapped, in which the degrees of AKT1, TNF‐α and IL‐6 were higher than those of other targets are the disease target precisely. The enrichment of the gene set‐based indicated that the PI3K‐Akt, TNF‐α, IL‐17, VEGF, and HIF‐1 signaling pathways were significantly involved in the mechanisms of silybin against MI. The QRS complex of the ECG of silybin‐treated MI rats was restored to normal ECG and significantly increased serum (p<0.0001***) and heart tissue (p<0.0001***) SOD and serum (p<0.001**) and heart tissue (p<0.001**) catalase compared to MI rats. This study embodies the complex network relationship of multi‐target and multiple pathways of silybin in the treatment of MI and provides a novel method for further research on the mechanism of silybin. It has been suggested that silybin alleviates the symptoms of MI by improving antioxidant levels through the PI3K‐Akt/HIF‐1 pathway.

A network pharmacological-based study of the mechanism of Liuwei Dihuang pill in the treatment of chronic kidney disease.

Chronic kidney disease (CKD) is a progressive disease that poses a huge economic burden to society. Liuwei Dihuanng pill is an effective treatment for chronic kidney disease, but its treatment mechanism is unclear. The rapid development of network pharmacology has provided new strategies for studying Chinese medicine. The traditional Chinese medicine systems pharmacology database and analysis platform was used to obtain the bioactive components and targets of Liuwei Dihuanng pill. The sources for the CKD-related targets were then obtained from the Genecards, OMIM, TTD, and DisGeNET databases. R was used to identify the intersecting genes for Liuwei Dihuang pill and CKD-related targets. Analysis of protein-protein interactions (PPI) was performed using STRING, and PPI networks and drug-component-target networks were constructed using Cytoscape software. Kyoto encyclopedia of genes and genomes pathway and gene ontology enrichment analyses were performed using R. Finally, molecular docking was performed to determine the binding activity between bioactive components and the targets. After screening and data de-duplication of 74 active components, 209 drug targets, and 14,794 disease targets, a total of 204 drug-disease targets were acquired. Subsequently, a drug-component-target network and PPI network were established. The primary components of Liuwei Dihuang pill included quercetin, stigmasterol, kaempferol, beta-sitosterol, tetrahydroalstonine, kadsurenone, hederagenin, hancinone C, diosgenin, and sitosterol. In addition, JUN, AKT1, TP53, RELA, MAPK1, FOS, TNF, IL6, ESR1, and RXRA were identified as the main targets. Gene ontology function enrichment analysis revealed that these targets were involved in reactive oxygen species metabolic processes, responses to metal ions and to chemical stimuli, G protein-coupled amine receptor activity, and nuclear factor receptor activity. Kyoto encyclopedia of genes and genomes enrichment analysis showed that these targets were involved in the AGE-RAGE signaling pathway, IL-17 signaling pathway, TNF signaling pathway, and so on. Molecular docking results indicated good binding activity between the core targets and core components. The potential mechanism of Liuwei Dihuanng pill in the treatment of CKD was preliminarily discussed in this study, providing a theoretical basis and evidence for further experimental research.

Transcriptome-based analysis of the effects of compound microbial agents on gene expression in wheat roots and leaves under salt stress.

Salt stress inhibits the beneficial effects of most plant growth-promoting rhizobacteria. The synergistic relationship between beneficial rhizosphere microorganisms and plants helps achieve more stable growth-promoting effects. This study aimed 1) to elucidate changes in gene expression profiles in the roots and leaves of wheat after inoculation with compound microbial agents and 2) to determine the mechanisms by which plant growth-promoting rhizobacteria mediate plant responses to microorganisms. Following inoculation with compound bacteria, transcriptome characteristics of gene expression profiles of wheat, roots, and leaves at the flowering stage were investigated using Illumina high-throughput sequencing technology. Gene ontology (GO) function and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed on the genes that were significantly differentially expressed. The expression of 231 genes in the roots of bacterial preparations (BIO) -inoculated wheat changed significantly (including 35 upregulated and 196 downregulated genes) compared with that of non-inoculated wheat. The expression of 16,321 genes in leaves changed significantly, including 9651 upregulated genes and 6670 downregulated genes. The differentially expressed genes were involved in the metabolism of carbohydrates, amino acids, and secondary compounds as well as signal transduction pathways. The ethylene receptor 1 gene in wheat leaves was significantly downregulated, and genes related to ethylene-responsive transcription factor were significantly upregulated. GO enrichment analysis showed that metabolic and cellular processes were the main functions affected in the roots and leaves. The main molecular functions altered were binding and catalytic activities, among which the cellular oxidant detoxification enrichment rate was highly expressed in the roots. The expression of peroxisome size regulation was the highest in the leaves. KEGG enrichment analysis showed that linoleic acid metabolism expression was highest in the roots, and the expression of photosynthesis-antenna proteins was the highest in leaves. After inoculation with a complex biosynthesis agent, the phenylalanine ammonia lyase (PAL) gene of the phenylpropanoid biosynthesis pathway was upregulated in wheat leaf cells while 4CL, CCR, and CYP73A were downregulated. Additionally, CYP98A and REF1 genes involved in the flavonoid biosynthesis pathway were upregulated, while F5H, HCT, CCR, E2.1.1.104, and TOGT1-related genes were downregulated. Differentially expressed genes may play key roles in improving salt tolerance in wheat. Compound microbial inoculants promoted the growth of wheat under salt stress and improved disease resistance by regulating the expression of metabolism-related genes in wheat roots and leaves and activating immune pathway-related genes.

Identification of cuproptosis-related asthma diagnostic genes by WGCNA analysis and machine learning

Objective Cuproptosis is the latest novel form of cell death. However, the relationship between asthma and cuproptosis is not fully understood. Methods In this study, we screened differentially expressed cuproptosis-related genes from the Gene Expression Omnibus (GEO) database and performed immune infiltration analysis. Subsequently, patients with asthma were typed and analyzed by Kyoto Encyclopedia of Genes and Genomes (KEGG). Weighted gene co-expression network analysis (WGCNA) was performed to calculate the module-trait correlations, and the hub genes of the intersection were taken to construct machine learning (XGB, SVM, RF, GLM). Finally, we used TGF-β to establish a BEAS-2B asthma model to observe the expression levels of hub genes. Results Six cuproptosis-related genes were obtained. Immune-infiltration analysis shows that cuproptosis-related genes are associated with a variety of biological functions. We classified asthma patients into two subtypes based on the expression of cuproptosis-related genes and found significant Gene Ontology (GO) and immune function differences between the different subtypes. WGCNA selected 2 significant modules associated with disease features and typing. Finally, we identified TRIM25, DYSF, NCF4, ABTB1, CXCR1 as asthma biomarkers by taking the intersection of the hub genes of the 2 modules and constructing a 5-genes signature, which nomograph, decision curve analysis (DCA) and calibration curves, receiver operating characteristic curve (ROC) showed high efficiency in diagnosing the probability of survival of asthma patients. Finally, in vitro experiments have shown that DYSF and CXCR1 expression is up expressed in asthma. Conclusions Our study provides further directions for studying the molecular mechanism of asthma.

Abstract A006: Chromatin remodeling as a potential epigenetic mechanism of tolerance to KRAS loss

Abstract KRAS-targeted inhibition yielded promising, yet far from ideal, clinical responses, revealing that cancer cells easily bypass KRAS loss. Therefore, we aim to understand how mutant KRAS cancer cells tolerate so well the loss of a key oncogene to which they were addicted to. KRAS expression was silenced through siRNAs in colorectal cancer (CRC) cell lines that carry KRAS mutations. The proteome characterization was obtained by mass spectrometry and the expression of significantly altered proteins was validated by western blotting. Chromatin states were investigated using electron microscopy. Upon KRAS inhibition, there was a significant reduction in the cell number, accompanied by changes in cell cycle, thus supporting KRAS-dependency. Proteomics analysis revealed that KRAS inhibition-tolerant cells upregulated several proteins associated with the extracellular exosome or nuclear compartments. Molecular function and biological process gene ontology terms revealed an up-regulation of proteins mainly associated with binding activities (RNA, protein, nucleosome, and core promoter binding) as well as gene expression regulation, mRNA splicing and processing, and nucleosome assembly and repositioning. In addition, the proteomics data also revealed an upregulation of proteins associated with active chromatin states. Moreover, KRAS-silenced persister cells also presented alterations in some histone post-translational modifications and in chromatin packing, both suggesting that transcription is impacted. Overall, our results suggest an epigenetic mechanism underlying tolerance to KRAS inhibition that involves chromatin structural changes and transcription alterations, which we are currently pursuing. Citation Format: Flavia Martins, Ana L. Machado, Patricia D. Carvalho, Joana Carvalho, Rune Matthiesen, Vadim Backman, Sergia Velho. Chromatin remodeling as a potential epigenetic mechanism of tolerance to KRAS loss [abstract]. In: Proceedings of the AACR Special Conference: Targeting RAS; 2023 Mar 5-8; Philadelphia, PA. Philadelphia (PA): AACR; Mol Cancer Res 2023;21(5_Suppl):Abstract nr A006.

Proteomics identifies differentially expressed proteins in glioblastoma U87 cells treated with hederagenin

ObjectiveWe investigated differentially expressed proteins (DEPs) in human glioblastoma U87 cells after treatment with hederagenin as a therapeutic screening mechanism and provided a theoretical basis for hederagenin in treating glioblastoma.MethodsThe Cell Counting Kit 8 assay was used to analyze the inhibitory effect of hederagenin on the proliferation of U87 cells. Protein was identified by tandem mass tags and LC-MS/MS analysis techniques. Annotation of DEPs, Gene Ontology enrichment and function, and Kyoto Encyclopedia of Genes and Genomes pathways and domains were all examined by bioinformatics. According to the TMT results, hub protein was selected from DEPs for WB verification.ResultsProtein quantitative analysis found 6522 proteins in total. Compared with the control group, 43 DEPs (P < 0.05) were involved in the highly enriched signaling pathway in the hederagenin group, among which 20 proteins were upregulated, and 23 proteins were downregulated. These different proteins are mainly involved in the longness regulating pathway–WORM, the hedgehog signaling pathway, Staphylococcus aureus infection, complement, coagulation cascades, and mineral absorption. KIF7 and ATAD2B expression were significantly down-regulated and PHEX and TIMM9 expression were significantly upregulated, according to WB analysis, supporting the TMT findings.ConclusionHederagenin inhibition of GBM U87 cells may be related to KIF7, which is mainly involved in the hedgehog signaling pathway. Our findings lay a foundation for additional study of the therapeutic mechanism of hederagenin.

Investigation on the mechanism of Ginkgo Folium in the treatment of Non-alcoholic Fatty Liver Disease by strategy of network pharmacology and molecular docking.

Ginkgo Folium has a favorable effect on non-alcoholic fatty live disease (NAFLD), but its mechanism remains unclear. The aim of this study is to reveal the underlying mechanism of Ginkgo Folium in the treatment of NAFLD. Ingredients of Ginkgo Folium and ingredients-related genes were collected from TCMSP database and SwissTargetPrediction website, respectively. Genecards database was used to obtain NAFLD-related genes. Next, the protein-protein interaction network and key ingredients-genes network were constructed via Cytoscape3.7.0. Based on the Metascape website, gene ontology function analysis and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis were carried out for key genes. Finally, molecular docking was performed to present the interaction between components and genes using AutoDock Vina 1.1.2. Eighteen active ingredients and 10 target genes were screened from Ginkgo Folium. AKT1, TNF, EGFR, PTGS2, MAPK8, PPAγ, APP, ESR1, HIFα and PPAα were considered as potential therapeutic targets. These target genes were mainly enriched in insulin resistance, HIF-1, adipocytokine and AMPK signaling pathways. Molecular docking results suggested that Ginkgo Folium active ingredients including luteolin-4'-glucoside, sesamin, luteolin, chryseriol, isorhamnetin and laricitrin showed strong binding capacities with AKT1. The study showed that multi-components in Ginkgo Folium interacted with AKT1 and regulated AKT-AMPK/HIF pathway to alleviate NAFLD. Our findings provided an essential role and basis for new anti-NAFLD drug discovery and further research on Ginkgo Folium.