Gene Ontology Analysis Research Articles

VLDL induces EZH2/PRC2 complex-mediated cellular senescence in metabolic syndrome to enhance cardiotoxicity

Abstract Introduction In metabolic syndrome, very-low-density lipoprotein (VLDL) carries cardiotoxic lipids that cannot be completely modified by lipid-lowering medications. VLDL isolated from patients with metabolic syndrome (ms-VLDL) induces cardiac remodeling compared with that isolated from non-metabolic syndrome subjects (n-VLDL). Purpose This study focused on identifying dysregulated molecular pathways of ms-VLDL-associated with senescence. Methods RNA-sequencing, accompanied with IPA and KEGG pathway analysis were used to identify differentially expressed genes (DEGs) in cardiomyocytes after two different VLDL incubations, and the identified DEGs were subjected to functional annotation, including enriched molecular pathway and gene ontology analyses. A Seahorse XFe96 Analyzer was used to determine the mitochondrial biosynthesis oxygen consumption rate (OCR) and extracellular acidification rate (ECAR). Molecules involved in the mitochondrial pathway were validated using Western blotting, qPCR, and immunofluorescence. Results Compared to the n-VLDL group, the ms-VLDL group had a larger number of significant DEGs involved in several critical biological processes and molecular pathways, such as cardiomyocyte injury (ms-VLDL vs. n-VLDL for significant DEGs numbers, 2,642 vs. 1,725), senescence (259 vs. 184), and mitochondrial dysfunction (137 vs. 68). In terms of mitochondrial biosynthetic function, ms-VLDL induced 8.5 folds OCR reduction compared to n-VLDL, along with intra-mitochondrial calcium overload and excessive ROS. The essential genes involved in these pathways were shown to be differentially regulated, and our analysis identified the Ezh2/PRC2 complex, which is strongly linked to ms-VLDL-induced cardiomyocyte senescence and lipotoxicity. Conclusion This study identified the crucial roles of epigenetic modification enzyme Ezh2/PRC2 complex in induction the senescence pathway, which represents a potential mechanism for ms-VLDL-induced adverse cardiac remodeling in metabolic syndrome. Further functional studies are required to validate their roles in the pathogenesis of lipotoxicity and the connection of cardiomyopahty.RNA-seq of VLDL treated cardiomyocyteSenescence induction of VLDL

Virulence perspective genomic research unlocks the secrets of Rhizoctonia solani associated with banded sheath blight in Barnyard Millet (Echinochloa frumentacea).

Banded sheath blight (Bsb) disease, caused by Rhizoctonia solani, is an emerging problem in barnyard millet cultivation. One of the significant goals of pathogenomic research is to identify genes responsible for pathogenicity in the fungus. A virulence profiling-based approach was employed and six R. solani isolates were collected from various ecological zones of India. The morphological parameters and virulence of all of the six R. solani isolates were investigated. The most virulent strain was designated as RAP2 and its genome has been sequenced, assembled, and annotated. The RAP2 genome is 43.63 megabases in size and comprises 10.95% repetitive DNA, within which 46% are retroelements, 8% are DNA transposons, and 46% are unidentified DNA. The Gene Ontology (GO) annotation of RAP2 proteins revealed that "phosphorylation", "membrane", and "ATP binding" have the highest gene enrichment in the "biological process", "cellular component" and "molecular function" domains, respectively. The genome comprises a majority of secretory proteins in the pectin lyase fold/virulence factor superfamily, which break down plant cell wall polymers to extract saccharides. The RAP2 genome is comparable to R. solani, which infects maize and rice, but it diverges further from soybean in terms of nucleotide-level genetic similarity. Orthologous clustering of RAP2 protein sequences with R. solani infecting maize, rice, and soybean yields 5606 proteins shared across all genomes. GO analysis of 25 proteins specific to the RAP2 genome found enrichment in the ethylene response, which can cause spore germination and infection in host plants. Interestingly, a 28-bp deletion in the RAP2 strain's cutinase domain was discovered in the cutinase protein, which might be important in the infection process, perhaps rendering the enzyme inactive or allowing the pathogen to infect barnyard millet while avoiding host defense. This study sheds light on the genetic makeup of R. solani, allowing researchers to discover critical genes related with pathogenicity as well as potential targets for fungicide development.

From bench to bedside and back to bench: investigating the role of platelet heterogeneity in coronary artery disease

Abstract Background/Introduction Platelets exhibit considerable heterogeneity in RNA content, size, and thrombogenicity. Our preliminary investigation of the transcriptome of the RNA-rich reticulated platelets(RPs) in healthy donors revealed an enrichment of prothrombotic transcripts compared to mature platelets(MPs). Recently, we validated the prognostic role of elevated RPs at clinical level in a modern cohort of ACS patients treated with potent P2Y12 inhibitors. However, the pathophysiology of RP hyperreactivity remains unclear, particularly its correlation with adverse events and cardiovascular death. Purpose To study the biology of RPs in patients with chronic coronary syndrome(CCS) and to elucidate their role in disease progression. Methods RPs were isolated from peripheral blood of CCS patients(N=20) and compared with MPs. Cell viability and reactivity of RPs were quantified by FACS. Deep transcriptomic profiling was performed using post-sorting bulk RNA sequencing of RPs and MPs and analyzed with ad-hoc bioinformatic pipelines. Proteomic profiling using mass cytometry(CyTOF) was used to validate the transcriptomic findings with single cell resolution. Results FACS analysis confirmed RPs hyperreactivity showing increased P-Selectin expression upon activation with TRAP, ADP and Collagen(Fig. 1A). Total RNA-sequencing detected 2213 differentially regulated genes with an enrichment in RPs of key functional transcript such as, the von Willebrand Factor VWF(p=3.06*10-33), the thromboxane receptor TBXA2R(p=2.07*10-29) and the collagen receptor GP6(p=1.29*10-38, Fig. 1B-C). Gene ontology and gene set enrichment analyses detected an upregulation of relevant categories as "Regulation of platelet activation" and "Platelet aggregation"(Fig. 1D-F). In addition, we detected a novel alternative splicing event on the collagen receptor transcript GP6 upregulated in RPs(Fig. 1G). We detected 33 differentially regulated miRNAs, including miR-409, miR-134 and miR-432, which have been already linked to prothrombotic phenotypes(Fig. 1H). Additionally, we detected an enrichment of circular RNAs in RPs compared to MPs with several circular RNA upregulated in RPs, that have not been described before(Fig. 1I-K). Mass cytometry detected a significant upregulation in RPs of relevant proteins including the collagen receptor GPVI(p=8.98*10-12, Fig.2) and the thrombin receptor PAR1(p=5.21*10-11). Validation assays in an independent cohort detected an upregulation of the PI3K/AKT pathway in RPs which is downstream of the receptor PAR1 and GP6. Conclusion This study represents the first comprehensive multiomic characterization of RPs in CCS patients, providing insights into their prothrombotic phenotype and into their correlation with cardiovascular events. These findings suggest potential avenues for tailored therapeutic interventions targeting the identified upregulated pathways in patients with elevated RPs, warranting further investigation at the clinical level.

Impact of potential biomarkers, SNRPE, COX7C, and RPS27, on idiopathic Parkinson's disease.

Parkinson's disease (PD) is a progressive neuro-degenerative disorder most common in older adults which is associated with impairments in movement and other body functions. Most PD cases are classified as idiopathic PD (IPD), meaning that the etiology remains unidentified. To identify key genes and molecular mechanisms to identify biomarkers applicable to IPD. We applied a bioinformatics approach using a gene expression in whole blood dataset to pinpoint differentially expressed genes (DEGs) and pathways involved in IPD. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses of DEGs were subsequently performed. A protein-protein interaction (PPI) network was then constructed to select hub genes that may influence IPD. We further investigated the levels of differentially methylated regions (DMRs) and differentially expressed microRNA (DEMs) of whole blood of patients with IPD to validate hub genes. Additionally, we examined the hub gene expression patterns in the substantia nigra (STN) using single-cell RNA sequencing datasets. In total, we identified 124 DEGs in the blood samples of patients with IPD, with GO and KEGG analyses highlighting their significant enrichment. Analysis of PPI networks revealed three major clusters and hub genes: small nuclear ribonucleoprotein polypeptide E (SNRPE), cytochrome C oxidase subunit 7C (COX7C), and ribosomal protein S27 (RPS27). DMRs and DEMs analyses revealed hub gene regulation via epigenetic and RNA interference. In particular, SNRPE and RPS27 showed identically regulated gene expression in the STN. This study suggests that SNRPE, COX7C, and RPS27 in whole-blood samples derived from patients may be useful biomarkers for IPD.

Towards the Identification of New Biomarkers in Saliva and Serum for Treatment Monitoring of Equine Gastric Ulcer Syndrome: A Liquid Proteomic Approach.

Equine gastric ulcer syndrome (EGUS) is a common condition in horses. This study explores the use of liquid proteomics to identify new biomarkers in saliva and serum to monitor EGUS treatment. The proteomes of horses with EGUS before and after a successful treatment with omeprazole were analysed. In saliva, 503 proteins were identified, with 7 upregulated and 6 downregulated post-treatment. Among the proteins that changed, there was an increase in vimentin, linked to wound healing, and a decrease in podocalyxin, associated with tissue damage. In serum, 206 proteins were found, with significant changes in 5. Keratin type I increased, supporting epithelial integrity, whereas immunoglobulin lambda decreased, indicating a reduced immune response. Gene ontology analysis revealed a decrease in immune-related pathways after successful treatment. Overall, 13 proteins in saliva and 5 in serum showed significant changes after treatment, highlighting the differential responses of saliva and serum in EGUS. This report creates new avenues for discovering potential biomarkers to monitor EGUS treatment, which is of high importance for the management of this prevalent disease.

Gene Expression Changes in CAD Patients Due to Smoking Using Matched Samples

Abstract Background Smoking is a well-known risk factor for coronary artery disease (CAD). However, the effects of smoking on gene expression in the blood of CAD patients in Hungary have not been extensively studied. Aim To identify differentially expressed genes associated with smoking in CAD patients. Methods Eleven matched samples, based on age and gender, were selected for analysis in this study. All patients were non-obese, non-alcoholic, non-diabetic, and non-hypertensive and had moderate to severe stenosis of one or more coronary arteries, confirmed by coronary angiography. Whole blood samples were collected using PAXgene tubes. Next-generation sequencing was employed using the NextSeq 500 system to generate high-throughput sequencing data for transcriptome profiling. The differentially expressed genes were analyzed using the R programming language. Results The median age of patients was 67 years (range: 54-75). RNA sequencing was performed on two groups: smokers and non-smokers. After quality control and filtering, gene expression data were obtained for all samples. Using DESeq2, we identified 279 differentially expressed genes with a p-value ≤ 0.05 and a log2 fold change ≥1. Of these genes, 160 were upregulated in the smokers, and 119 were downregulated compared to non-smokers. Gene ontology analysis revealed that the upregulated genes were enriched for pathways related to immune responses and activities (FDR< 0.03). Specifically, upregulated genes were involved in keratinocyte differentiation, cornification, and epidermis development. The downregulated genes were enriched for cell-cardiac muscle cell adhesion (FDR= 0.004) and epithelium development (FDR= 0.001) pathways. Conclusions This research illuminates smoking’s biological effects, aiding personalized medicine for predicting and treating smoking-related diseases. Key messages • Smoking alters gene expression in CAD patients’ blood, identifying 279 differentially expressed genes, revealing smoking’s biological effects. • The study underscores gene expression profiles’ role in personalized medicine, predicting smoking-related disease risks and tailoring CAD patient treatments.

Phosphoproteomics of PLN R14del heart tissue reveals major myocyte degenerate phenotype, and is attenuated by PLN antisense treatment in vitro

Abstract Background/Purpose: Phospholamban (PLN) p.Arg14del (R14del, R14Δ/+) is a pathogenic variant that can cause cardiomyopathy, characterized by PLN protein aggregation, ultimately leading to heart failure (HF). The exact pathophysiology is unknown, we aim to uncover R14Δ/+ disease mechanisms and study potential treatment using PLN antisense oligonucleotides (PLN-ASOs). Methods Phosphoproteomics was performed on human heart tissue from end-stage R14Δ/+ patients (N=6) versus other etiologies of HF (N=10) as a control. CRISPR-Cas9 engineered R14Δ/+ and isogenic control (WT) induced pluripotent stem cell-derived cardiomyocytes (iPSC-CMs) were extensively characterized, including the phosphoproteome, calcium transients (FLUO 4-AM), mitochondrial respiration (Seahorse Mito Stress Test) and contractility in dynamic engineered heart tissues (dyn-EHTs) before and after PLN-ASO treatment, and the results were validated in R14Δ/+ iPSC-CMs derived from R14Δ/+ patients. Results Phosphoproteomics of heart tissue from R14Δ/+ vs. other etiologies of HF identified 138 differentially expressed proteins (DEPs) and 317 differentially expressed phosphoproteins (DEPPs), therewith establishing a disease-specific signature. Phosphoproteomics of WT vs. R14Δ/+ iPSC-CMs identified 451 DEPs and 1046 DEPPs. Gene ontology analysis of end-stage R14Δ/+ heart tissue and iPSC-CMs revealed a large overlap. Here, R14Δ/+ showed to have great impact on contraction (e.g. SYNPO2L, MYH10, TTN) and calcium (e.g. AHNAK, HRC, RYR2). In line with this, functional characterization revealed that R14Δ/+ iPSC-CMs have an increased Ca2+ systolic velocity and accelerated calcium transient (decreased T50 and T90), that associated with altered calcium-related DEPPs (e.g. RYR2). In dyn-EHTs, R14Δ/+ dyn-EHTs have a decreased contraction duration, time-to-peak and ability to pace, associated with altered contractility-related DEPPs (e.g. SYNPO2L, MYH7, TTN). PLN-ASOs dose-dependently altered PLN mRNA expression and protein levels in iPSC-CMs, and 62 DEPs and 372 DEPPs were identified. PLN-ASOs increased Ca2+ diastolic velocity, which associated with altered calcium-related DEPPs (e.g. PLN, AHNAK, HRC). PLN-ASOs increased the ability of dyn-EHTs to pace and therewith improved contractility, which associated with altered contractility-related DEPPs (e.g. SYNPO2L, MYH7, TTN). PLN-ASOs dose-dependently increased basal respiration and ATP production, which associated with altered mitophagy-related DEPs (GABARAPL2 and MAP1LC3). These functional characteristics were validated in R14Δ/+ patient iPSC-CMs. Discussion: R14Δ/+ cardiomyocytes have a degenerative phenotype characterized by altered calcium transients and reduced contractility and PLN-ASOs attenuate these characteristics and improve metabolism.

Comprehensive analysis of clinical features, mRNA splicing, and immunological role of REEP5 in esophageal squamous cell carcinoma

Esophageal squamous cell carcinoma (ESCC) is a prevalent malignancy within the digestive system, characterized by high incidence and mortality rates. The biological role of REEP5 in ESCC progression remains poorly understood, despite its associations with various diseases, potentially accelerating tumor malignancy. We retrieved RNA-seq data and clinical information from 179 ESCC patients from the Gene Expression Omnibus (GEO) and 93 patients from The Cancer Genome Atlas (TCGA) databases. Bioinformatics analyses were conducted to explore the biological functions of REEP5 in ESCC, its role in the tumor microenvironment, and its prognostic value. Additionally, utilizing single-cell RNA-seq (scRNA-seq) data from 3 ESCC patients in the GEO database, we performed cluster analyses to investigate cell-specific expression differences of REEP5 between cancerous and adjacent non-cancerous tissues. Molecular biology experiments were also conducted to validate REEP5 expression disparities between tumor and non-tumor tissues. Compared to normal tissues, REEP5 was significantly enriched in ESCC tissues. High REEP5 expression was closely associated with poor prognosis in ESCC patients. Gene Ontology (GO) analysis revealed strong correlations between REEP5 and processes such as mRNA splicing and protein stabilization. Gene Set Enrichment Analysis (GSEA) and Gene Set Variation Analysis (GSVA) indicated positive correlations between REEP5 and mRNA spliceosome assembly and disassembly. Pearson correlation analysis demonstrated positive associations between REEP5 and cancer-inhibitory immune checkpoints CTLA-4, TIM-3, and HVEM. Single-cell clustering and CIBERSORT analysis showed that REEP5 expression was closely related to T-cell infiltration in ESCC, with significant enrichment effects observed in CD8+ T-cell infiltration. REEP5 expression is closely correlated with the pathological and molecular pathology of ESCC, potentially playing a crucial role in Mast cell or T-cell-mediated immune responses in ESCC. Therefore, REEP5 holds promise as a novel therapeutic target for ESCC.

Exploration of anti-atherosclerotic activity of 1,8-cineole through network pharmacology, molecular docking, and in vivo efficacy studies in high-fat-diet-induced atherosclerosis in hamsters.

The anti-atherogenic potential of liver X receptors (LXRs) has been attributed to their inhibitory role in macrophage-mediated inflammation and promotion of reverse cholesterol transport. This study aimed to evaluate the efficacy of an LXR agonist, 1,8-cineole (Eucalyptol), in atherosclerosis through network pharmacology, molecular docking, and in vivo efficacy studies in high-fat-diet-induced atherosclerosis in hamsters. Network pharmacology analysis was performed by identifying potential targets of 1,8-Cineole and atherosclerosis, followed by the construction of component-target-disease and protein-protein interaction networks. Gene Ontology and KEGG pathway enrichment analysis of targets were performed. The top 5 targets were selected for molecular docking studies. Atherosclerosis was induced in male Golden Syrian hamsters, and the results of network pharmacology were verified. Fifty-one overlapped targets were identified for 1,8-cineole and atherosclerosis. In the protein-protein interaction studies, the top 5 ranked proteins were PPARG, FXR, ABCA-1, ABCG1, and LXRΑ. KEGG pathway analysis and molecular docking showed that ABCA-1 and LXRΑ were correlated in atherosclerosis. Animal studies showed amelioration of atherosclerotic lesions in the aorta of animals treated with 1,8-cineole compared to disease control aortas. A dose-dependent attenuation in ABCA-1 levels and inflammatory markers was observed in animals treated with 1,8-cineole, comparable to its levels in normal animals. In conclusion, 1,8-cineole showed anti-atherosclerotic effects in Golden Syrian hamsters via LXRΑ-induced ABCA-1 overexpression.

Functional investigation and two-sample Mendelian randomization study of primary biliary cholangitis hub genes.

The identification of specific gene expression patterns is crucial for understanding the mechanisms underlying primary biliary cholangitis (PBC) and finding relevant biomarkers for diagnosis and therapeutic evaluation. To determine PBC-associated hub genes and assess their clinical utility for disease prediction. PBC expression data were obtained from the Gene Expression Omnibus database. Overlapping genes from differential expression analysis and weighted gene co-expression network analysis (WGCNA) were identified as key genes for PBC. Kyoto Encyclopedia of Genes and Genomes and Gene Ontology analyses were performed to explore the potential roles of key genes. Hub genes were identified in protein-protein interaction (PPI) networks using the Degree algorithm in Cytoscape software. The relationship between hub genes and immune cells was investigated. Finally, a Mendelian randomization study was conducted to determine the causal effects of hub genes on PBC. We identified 71 overlapping key genes using differential expression analysis and WGCNA. These genes were primarily enriched in pathways related to cytokine-cytokine receptor interaction, and Th1, Th2, and Th17 cell differentiation. We utilized Cytoscape software and identified five hub genes (CD247, IL10, CCL5, CCL3, and STAT3) in PPI networks. These hub genes showed a strong correlation with immune cell infiltration in PBC. However, inverse variance weighting analysis did not indicate the causal effects of hub genes on PBC risk. Hub genes can potentially serve as valuable biomarkers for PBC prediction and treatment, thereby offering significant clinical utility.

Proteomic analysis of extracellular vesicles derived from canine mammary tumour cell lines identifies protein signatures specific for disease state

BackgroundCanine mammary tumours (CMT) are among the most common types of tumours in female dogs. Diagnosis currently requires invasive tissue biopsies and histological analysis. Tumour cells shed extracellular vesicles (EVs) containing RNAs and proteins with potential for liquid biopsy diagnostics. We aimed to identify CMT subtype-specific proteome profiles by comparing the proteomes of EVs isolated from epithelial cell lines derived from morphologically normal canine mammary tissue, adenomas, and carcinomas.MethodsWhole-cell protein lysates (WCLs) and EV-lysates were obtained from five canine mammary cell lines: MTH53A (non-neoplastic); ZMTH3 (adenoma); MTH52C (simple carcinoma); 1305, DT1406TB (complex carcinoma); and their proteins identified by LC-MS/MS analyses. Gene Ontology analysis was performed on differentially abundant proteins from each group to identify up- and down-regulated biological processes. To establish CMT subtype-specific proteomic profiles, weighted gene correlation network analysis (WGCNA) was carried out.ResultsWCL and EVs displayed distinct protein abundance signatures while still showing the same increase in adhesion, migration, and motility-related proteins in carcinoma-derived cell lines, and of RNA processing and RNA splicing factors in the adenoma cell line. WGCNA identified CMT stage-specific co-abundant EV proteins, allowing the identification of adenoma and carcinoma EV signatures not seen in WCLs.ConclusionsEVs from CMT cell lines exhibit distinct protein profiles reflecting malignancy state, allowing us to identify potential biomarkers for canine mammary carcinomas, such as biglycan. Our dataset could therefore potentially serve as a basis for the development of a less invasive clinical diagnostic tool for the characterisation of CMT.

Vascular endothelial growth factor A inhibition remodels the transcriptional signature of lipid metabolism in psoriasis non‐lesional skin in 12 h ex vivo culture

AbstractBackgroundVascular endothelial growth factor A (VEGF‐A)‐mediated angiogenesis is involved in the pathogenesis of psoriasis. VEGF‐A inhibitors are widely used to treat oncological and ophthalmological diseases but have not been used in psoriasis management. The molecular mechanisms underlying the effects of VEGF‐A inhibition in psoriatic skin remain unknown.ObjectivesTo identify the genes and canonical pathways affected by VEGF‐A inhibition in non‐lesional and plaque skin ex vivo.MethodsTotal RNA sequencing was performed on skin biopsies from patients with psoriasis (n = 6; plaque and non‐lesional skin) and healthy controls (n = 6) incubated with anti‐VEGF‐A monoclonal antibody (bevacizumab, Avastin®) or human IgG1 isotype control for 12 h in serum‐free organ culture. Differentially expressed genes between paired control and treated samples with adjusted p‐values <0.1 were considered significant. Gene ontology and ingenuity pathway analysis was used to identify enriched biological processes, canonical pathways and upstream regulators.ResultsVEGF‐A inhibition upregulated the expression of genes involved in lipid metabolism. Pathway enrichment analysis identified the activation of pathways involved in fatty acids and lipid biosynthesis and degradation in non‐lesional skin and ferroptosis in plaque skin. VEGF‐A inhibition downregulated endothelial cell apoptosis in non‐lesional psoriasis skin and members of the interferon family were identified as potential regulators of the effects of VEGF‐A inhibition in non‐lesional skin.ConclusionEarly response to VEGF‐A inhibition is associated with changes in lipid metabolism in non‐lesional psoriasis skin and cellular stress in psoriasis plaque. More investigation is needed to validate these findings.

In silico identification and characterisation of pathogenic genetic variants (nsSNPs) in the eukaryotic initiation factors eIF2 and eIF2B affecting miRNA binding sites

BackgroundThe eukaryotic translation initiation factors (eIF2 and eIF2B) are known to play a regulatory role in translation initiation. Studies have indicated that several missense mutations in both eIF2 and eIF2B subunits can lead to severe neurological diseases and cancer. In the current study, we have attempted to identify and characterise the single-nucleotide polymorphisms (SNPs) in the said subunits and their correlation with various diseases.ResultsInterestingly, we could identify SNPs only in 3′ untranslated regions (3′UTR) from EIF2 (EIF2S1 and S3) and EIF2B (EIF2B1, B2 and B5 subunits). Of which, two SNPs, one in each EIF2B1 (rs1050448) and EIF2B2 (rs4556), are observed to be affecting miRNA binding sites. The gene ontology (GO) analysis of identified miRNAs indicates their association with central nervous system development, various stress responses, growth factors, and immune system signalling pathways. Furthermore, molecular docking studies also confirm that the identified miRNAs have an excellent binding ability with corresponding wild-type/mutant dsDNA and mRNA with HADDOCK binding scores in the range of − 38.78 to − 3.99 kcal/mol and − 86.47 to − 23.78 kcal/mol, respectively.ConclusionWe conclude that the identified miRNAs may play a regulatory role in the symptomatic progression of neurological disorders and cancer and the same is validated by existing experimental evidences. Overall, the identified miRNAs serve as potential candidates for carrying out clinical investigations.Graphical abstract

Single-cell RNA sequencing highlights the role of proinflammatory fibroblasts, vascular endothelial cells, and immune cells in the keloid immune microenvironment.

Keloids, characterized by an aberrant wound-healing process and a highly complex immune microenvironment, pose significant challenges for clinical management. Fibroblasts and vascular endothelial cells (VEC) were identified as the leading cells of keloid development. However, their roles in the keloid immune landscape have yet to be thoroughly elucidated. To explore the functional state of cells in the immune landscape of keloids, we conducted a single-cell RNA sequencing analysis on the tissue from three keloid lesions and two specimens of healthy skin. We simultaneously utilized available keloid data from the public database for external validation. Specific subsets, such as proinflammatory fibroblasts (piF) and VEC, were markedly elevated in lesional skincompared to normal skin. Subsequent differential gene expression and Gene Ontology analyses indicated that these subsets may be involved in shaping the microenvironment. In keloids, there is an increased expression of immune-associated genes (P < 0.05), including TNFRSF6B, HGF, and TGFB3, alongside a decreased expression of inflammatory chemokines in the piF. Moreover, the significant upregulation of immune suppressive genes (P < 0.05), including CD39, CD73, and HIF1A, suggested the potential involvement of VEC as a conditional immune subpopulation in the keloid microenvironment. Immune cell communication analysis revealed preferential enrichment of macrophages and Tregs, highlighting intensified macrophage-centered interactions within the keloid microenvironment. Our study highlighted the role of piF and VEC in the immune microenvironment of keloids for the first time, providing potential targets for therapeutic development.

Insights into the Therapeutic Potential of Active Ingredients of Citri Reticulatae Pericarpium in Combatting Sarcopenia: An In Silico Approach.

Sarcopenia is a systemic medical disorder characterized by a gradual decline in muscular strength, function, and skeletal muscle mass. Currently, there is no medication specifically approved for the treatment of this condition. Therefore, the identification of new pharmacological targets may offer opportunities for the development of novel therapeutic strategies. The current in silico study investigated the active ingredients and the mode of action of Citri Reticulatae Pericarpium (CRP) in addressing sarcopenia. The active ingredients of CRP and the potential targets of CRP and sarcopenia were determined using various databases. The STRING platform was utilized to construct a protein-protein interaction network, and the key intersecting targets were enriched through the Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO) analyses. Molecular docking was used to determine the binding interactions of the active ingredients with the hub targets. The binding affinities obtained from molecular docking were subsequently validated through molecular dynamics simulation analyses. Five active ingredients and 45 key intersecting targets between CRP and sarcopenia were identified. AKT1, IL6, TP53, MMP9, ESR1, NFKB1, MTOR, IGF1R, ALB, and NFE2L2 were identified as the hub targets with the highest degree node in the protein-protein interaction network. The results indicated that the targets were mainly enriched in PIK3-AKT, HIF-1, and longevity-regulating pathways. The active ingredients showed a greater interaction affinity with the hub targets, as indicated by the results of molecular docking and molecular dynamics simulations. Our findings suggest that the active ingredients of Citri Reticulatae Pericarpium, particularly Sitosterol and Hesperetin, have the potential to improve sarcopenia by interacting with AKT1 and MTOR proteins through the PI3K-AKT signaling pathway.

Growth Performance, Dietary Energetics, Blood Metabolites, Carcass Traits, Meat Quality, and Gene Expression of Lambs Supplemented with a Polyherbal Phytogenic Additive

This study aimed to evaluate the effects of supplementation with a polyherbal phytogenic additive (PPA) on the productive performance, dietary energetics, blood metabolites, carcass traits, meat quality, and gene expression of finishing lambs. Thirty-six male Pelibuey lambs (23.61 ± 0.57 kg body weight (BW)) were housed in individual pens and assigned to four treatments (n = 9) with different doses of PPA: 0 (CON), 2.5 (PPAL), 5 (PPAM), and 7.5 (PPAH) g of PPA/kg of DM for 56 days. Average daily gain, dry matter intake, and observed dietary net energy for maintenance and weight gain increased linearly (p &lt; 0.05) in lambs supplemented with PPAH. A linear reduction (p = 0.02) in FCR was detected in lambs fed PPAM and PPAH. The PPAH supplementation linearly increased (p &lt; 0.001) Longissimus dorsi muscle area, but other carcass traits were not affected (p &gt; 0.05) by PPA doses. The physicochemical characteristics of the meat and the hematological parameters of the lambs were not affected (p &gt; 0.05) by the PPA doses. The glucose, uric acid, creatinine, and bilirubin serum concentrations decreased linearly (p &lt; 0.05) in lambs supplemented with PPAM and PPAH. Gene ontology analyses showed that nine biological processes were modified (p &lt; 0.05), including DNA replication, drug metabolism–cytochrome P450, oxidative phosphorylation, and chemical carcinogenesis–reactive oxygen species. In conclusion, high doses (7.5 g/kg DM) of PPA can improve growth performance and dietary energy utilization efficiency in finishing lambs. Likewise, gene expression analysis indicates that supplementation with high doses of PPA could improve energy production and antioxidant status in finishing lambs.

RNA-seq analysis of mitochondria-related genes regulated by AMPK in the human trophoblast cell line BeWo.

How AMP activated protein kinase (AMPK) signaling regulates mitochondrial functions and mitophagy in human trophoblast cells remains unclear. This study was designed to investigate potential players mediating the regulation of AMPK on mitochondrial functions and mitophagy by next generation RNA-seq. We compared ATP production in protein kinase AMP-activated catalytic subunit alpha 1/2 (PRKAA1/2) knockdown (AKD) and control BeWo cells using the Seahorse real-time ATP rate test, then analyzed gene expression profiling by RNA-seq. Differentially expressed genes (DEG) were examined by Gene Ontology (GO) analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment. Then protein-protein interactions (PPI) among mitochondria related genes were further analyzed using Metascape and Ingenuity Pathway Analysis (IPA) software. Both mitochondrial and glycolytic ATP production in AKD cells were lower than in the control BeWo cells (CT), with a greater reduction of mitochondrial ATP production. A total of 1092 DEGs were identified, with 405 upregulated and 687 downregulated. GO analysis identified 60 genes associated with the term 'mitochondrion' in the cellular component domain. PPI analysis identified three clusters of mitochondria related genes, including aldo-keto reductase family 1 member B10 and B15 (AKR1B10, AKR1B15), alanyl-tRNA synthetase 1 (AARS1), mitochondrial ribosomal protein S6 (MRPS6), mitochondrial calcium uniporter dominant negative subunit beta (MCUB) and dihydrolipoamide branched chain transacylase E2 (DBT). In summary, this study identified multiple mitochondria related genes regulated by AMPK in BeWo cells, and among them, three clusters of genes may potentially contribute to altered mitochondrial functions in response to reduced AMPK signaling.

Self-control study of multi-omics in identification of microenvironment characteristics in urine of uric acid stone

AbstractThe aim of this study is to perform proteomic and metabolomic analyses in bilateral renal pelvis urine of patients with unilateral uric acid kidney stones to identify the specific urinary environment associated with uric acid stone formation. Using cystoscopy-guided insertion of ureteral catheters, bilateral renal pelvis urine samples are collected. Liquid chromatography-tandem mass spectrometry (LC-MS/MS) is employed to identify differentially expressed proteins and metabolites in the urine environment. Differentially expressed proteins and metabolites are further analyzed for their biological functions and potential metabolic pathways through Gene Ontology (GO) analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis. In the urine from the stone-affected side, eight differential proteins were significantly upregulated, and six metabolites were dysregulated. The uric acid stone urinary environment showed an excess of α-ketoisovaleric acid and 3-methyl-2-oxovaleric acid, which may contribute to the acidification of the urine. Functional and pathway analyses indicate that the dysregulated metabolites are mainly associated with insulin resistance and branched chain amino acid metabolism.

Identification and Characterization of Candidate Platelet Proteins as Potential Biomarkers for Alcoholism Patients

ABSTRACT Chronic alcoholism is a significant health issue associated with severe liver complications, including alcohol-related liver disease (ARLD), progresses from fatty liver to cirrhosis and hepatocellular carcinoma. ARLD affects liver function and hemostasis, leading to increased mortality. This study intended to investigate the platelet proteome and detect platelet cell apoptosis via Annexin V in ARLD patients in order to identify potential biomarkers for disease progression. Twenty-three patients with ARLD were recruited, and their platelet proteins were analyzed via mass spectrometry. Approximately 441 proteins were identified, with 73 candidate biomarkers selected on the basis of clinical importance. Key proteins involved in coagulation, inflammation, and cellular interactions are highlighted. Gene ontology and STRING analyses revealed functional clusters and pathways associated with these proteins. This study identified critical platelet proteins, such as von Willebrand factor, vitronectin, and serpin family members, which play essential roles in hemostasis and liver disease pathogenesis. These findings suggest that changes in platelet proteomes could serve as noninvasive biomarkers for diagnosing, monitoring, and treating ARLD.

Deciphering heart failure: an integrated proteomic and transcriptomic approach with experimental validation.

This study analyzed transcriptomic and proteomic data to identify molecular changes during heart failure (HF). Additionally,we embarked on an exploration of the prospect of therapeutic intervention through the manipulation of proteins implicated in ferroptosis. Three publicly available microarray datasets (GSE135055, GSE147236, GSE161472) profiling left ventricular samples from HF patients and healthy controls were obtained. Differentially expressed genes were identified in each dataset and cross-analyzed to determine shared gene signatures. Enrichment analysis of Gene Ontology (GO) terms, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways, and gene set enrichment analysis were performed. Differentially expressed proteins were obtained from published proteomic studies and integrated with the transcriptomic results. To validate findings, a HF mouse model was generated and ferroptosis-related proteins were evaluated. Additionally, the effect of suppression of ferroptosis on hypoxia-induced ischemia model in HL-1 cardiomyocytes was assessed by knocking down Acyl-CoA synthetase long-chain family member 4 (ACSL4) using small interfering RNA (siRNA).Cross-analysis of differentially expressed genes (DEGs) in the GSE135055, GSE147236 and GSE161472 datasets revealed 224 up-regulated and 187 down-regulated potential genes which showed high enrichment in immune, inflammatory and metabolic pathways. Notably, four proteins, among them ACSL4, displayed consistent alterations at both the transcriptional and protein levels. In the HF mouse model, ACSL4 exhibited an elevation, whereas negative regulators of ferroptosis witnessed a decrement. Subsequently, knockdown of ACSL4 in a hypoxia-induced ischemic HL-1 cardiomyocyte cell model upregulated the expression of ferroptosis inhibitory protein and decreased the levels of reactive oxygen species (ROS), malondialdehyde (MDA)., and free iron and increased cell viability. Comprehensive multi-omics analysis revealed that the expression of the molecular target ACSL4 was increased in HF. Targeting ACSL4 to inhibit ferroptosis may represent a novel therapeutic strategy for HF treatment.