Combinatorial Chemistry & High Throughput Screening - Volume 26, Issue 11, 2023
Volume 26, Issue 11, 2023
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Natural Compounds with Aldose Reductase (AR) Inhibition: A Class of Medicative Agents for Fatty Liver Disease
More LessFatty liver disease (FLD), which includes both non-alcoholic fatty liver disease (NAFLD) and alcoholic fatty liver disease (ALD), is a worldwide health concern. The etiology of ALD is long-term alcohol consumption, while NAFLD is defined as an abnormal amount of lipid present in liver cells, which is not caused by alcohol intake and has recently been identified as a hepatic manifestation of metabolic syndrome (such as type 2 diabetes, obesity, hypertension, and obesity). Inflammation, oxidative stress, and lipid metabolic dysregulation are all known to play a role in FLD progression. Alternative and natural therapies are desperately needed to treat this disease since existing pharmaceuticals are mostly ineffective. The aldose reductase (AR)/polyol pathway has recently been shown to play a role in developing FLD by contributing to inflammation, oxidative stress, apoptosis, and fat accumulation. Herein, we review the effects of plantderived compounds capable of inhibiting AR in FLD models. Natural AR inhibitors have been found to improve FLD in part by suppressing inflammation, oxidative stress, and steatosis via the regulation of several critical pathways, including the peroxisome proliferator-activated receptor (PPAR) pathway, cytochrome P450 2E1 (CYP2E1) pathway, AMP-activated protein kinase (AMPK) pathway, etc. This review revealed that natural compounds with AR inhibitory effects are a promising class of therapeutic agents for FLD.
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Insights into the Structural Complexities of SARS-CoV-2 for Therapeutic and Vaccine Development
Authors: Manaf Al Matar, Aizi N. Mazila Ramli, Osman Albarri and Choong Xin YiSARS-CoV-2 is a disease that endangers both human life and the economy. There was an 11- month period of relative evolutionary standstill following the appearance of SARS-CoV-2 in late 2019. However, the emergence of clusters of mutations known as' variants of concern 'with variable viral properties such as transmissibility and antigenicity defined the evolution of SARS-CoV-2. Several efforts have been made in recent months to understand the atomic level properties of SARS-CoV-2. A review of the literature on SARS-CoV-2 mutations is offered in this paper. The critical activities performed by different domains of the SARS-CoV-2 genome throughout the virus's entry into the host and overall viral life cycle are discussed in detail. These structural traits may potentially pave the way for the development of a vaccine and medication to combat the SARS-CoV-2 sickness.
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Identification of Differentially Expressed Proteins in Rats with Early Subacute Spinal Cord Injury using an iTRAQ-based Quantitative Analysis
Authors: Yongfu Lou, Yigang Lv, Zhen Li, Yi Kang, Mengfan Hou, Zheng Fu, Lu Lu, Lu Liu, Zhiwei Cai, Zhangyang Qi, Huan Jian, Wenyuan Shen, Xueying Li, Hengxing Zhou and Shiqing FengBackground: Injuries to the central nervous system (CNS), such as spinal cord injury (SCI), may devastate families and society. Subacute SCI may majorly impact secondary damage during the transitional period between the acute and subacute phases. A range of CNS illnesses has been linked to changes in the level of protein expression. However, the importance of proteins during the early subacute stage of SCI remains unknown. The role of proteins in the early subacute phase of SCI has not been established yet. Methods: SCI-induced damage in rats was studied using isobaric tagging for relative and absolute protein quantification (iTRAQ) to identify proteins that differed in expression 3 days after the injury, as well as proteins that did not alter in expression. Differentially expressed proteins (DEPs) were analyzed employing Gene Ontology (GO) enrichment and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis to discover the biological processes, cell components, and molecular functions of the proteins. We also performed Gene Set Enrichment Analysis (GSEA) software BP pathway and KEGG analysis on all proteins to further identify their functions. In addition, the first 15 key nodes of a protein-protein interaction (PPI) system were found. Results: During the early subacute stage of SCI, we identified 176 DEPs in total between the control and damage groups, with 114 (64.77%) being up-regulated and 62 (35.23%) being downregulated. As a result of this study, we discovered the most important cellular components and molecular activities, as well as biological processes and pathways, in the early subacute phase of SCI. The top 15 high-degree core nodes were Alb, Plg, F2, Serpina1, Fgg, Apoa1, Vim, Hpx, Apoe, Agt, Ambp, Pcna, Gc, F12, and Gfap. Conclusion: Our study could provide new views on regulating the pathogenesis of proteins in the early subacute phase after SCI, which provides a theoretical basis for exploring more effective therapeutic targets for SCI in the future.
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Bridging Integrator 3 (BIN3) Downregulation Predicts a Poor Prognosis in Patients with Esophagus Carcinoma: A Study based on TCGA Data
Authors: Daohang Li, Weiming Deng, Guozheng Huang and Xin XiaoBackground: Bridging integrator 3 (BIN3) has been reported to play a key role in certain tumors. Nevertheless, little is known about the role and clinical value of BIN3 in esophagus carcinoma (ESCA). This study aimed to investigate the pathological and prognostic role of BIN3 in ESCA patients. Methods: Genes significantly correlated with the prognosis of ESCA patients were screened and identified by comprehensive analysis of differentially expressed genes associated with overall survival (OS), disease-specific survival (DSS) and progression-free interval (PFI) in ESCA. The expression of BIN3, pathological features correlation and subgroup overall survival analysis were performed using The Cancer Genome Atlas (TCGA) and GTEx databases. Moreover, the potential signaling pathways in which BIN3 was involved were analyzed by GO-KEGG enrichment analysis and gene set enrichment analysis (GSEA). Immune infiltrates correlation of BIN3 in ESCA was performed by TIMER and ssGSEA. The influence of BIN3 on epithelial-mesenchymal transition (EMT) was validated by western blot. Results: There were two differentially expressed genes related to the prognosis of ESCA patients, which were identified from three gene clusters associated with overall survival (OS), diseasespecific survival (DSS) and progression-free interval (PFI) in ESCA patients. The BIN3 mRNA level was found to be significantly decreased in ESCA compared to normal tissues (p < 0.05). The decreased expression of BIN3 in ESCA was significantly correlated with the clinical stage (p = 0.015), T stage (p < 0.05), histological type (p < 0.001), age (p < 0.05) and gender (p < 0.05). ESCA patients with high BIN3 expression were observed to be correlated with T stage (T3 & T4), age (#156;#157;60), gender (male), primary therapy outcome (PD) and columnar metaplasia (No) of favorable OS. GO-KEGG enrichment analysis revealed that BIN3 was involved in endocytosis. GSEA showed that several pathways were enriched in BIN3, such as O linked glycosylation of mucins, PID HNF3B pathway, biocarta TFF pathway, WP pregnane X receptor pathway, reactome regulation of beta cell development, WP Urea cycle and associated pathways and others. BIN3 was significantly related to the infiltration level of T cells (p < 0.001), Tregs (p < 0.001), B cells (p < 0.001), NK cells (p < 0.001), and macrophage M2 (p < 0.001). In addition, BIN3 overexpression inhibited N-cadherin expression and promoted E-cadherin expression in ESCA cell lines TE-1. Conclusion: These results suggest that BIN3 might be a potential prognostic biomarker in ESCA. BIN3 functions as a tumor-suppressor role in ESCA, which is significantly associated with the immune infiltration of ESCA.
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Gastric Cancer Growth Modulated by circSNTB2/miR-6938-5p/G0S2 and PDCD4
Authors: Baohai Rong, Xiqi Chen, Guangdong Xie, Letian Han, Hanhan Chen, Qingying Sun and Yongkun ZhouBackground: Gastric cancer (GC) is the third most common cause of cancer-related death worldwide. Increasing studies have indicated that circular RNAs (circRNAs) play critical roles in cancer progression. However, the precise mechanism and functions of most circRNAs are still unknown in gastric cancer. Methods: In the present study, we aim to uncover the mechanism by which circRNAs regulate gastric cancer tumorigenesis. By analyzing the microarray data, we screened differential expressed circRNAs in the gastric cancer group and identified a down-regulated circRNA, hsa_circ_0040039 (circSNTB2). Mechanically, circSNTB2 served as a sponge for the miR-6938-5p and up-regulated its expression. Results: Meanwhile, G0/G1 switch gene 2 (G0S2) and programmed cell death gene 4 (PDCD4) were identified to be the aim genes of miR-6938-5p, constructing circSNTB2/miR-6938-5p/G0S2 and PDCD4 pathways. Conclusion: Taken together, our findings demonstrated that circSNTB2 plays an essential role in gastric cancer by regulating miR-6938-5p through G0S2 and PDCD4 genes. CircSNTB2 could be a promising biomarker for GC diagnosis and targeted therapy.
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The Sphingolipids Metabolism Mechanism and Associated Molecular Biomarker Investigation in Keloid
Authors: Chengyu Zang, Yanxin Liu and Huaxia ChenBackground: Sphingolipid metabolism plays important roles in maintaining cell growth and signal transduction. However, this pathway has not been investigated in keloid, a disease characterized by the excessive proliferation of fibroblasts. Methods: Based on the expression profiles of three datasets, the differentially expressed genes (DEGs) were explored between keloid fibroblasts and normal fibroblasts. Metabolism-related genes were obtained from a previous study. Then, enrichment analysis and protein-protein interaction (PPI) network analysis were performed for genes. Differences in metabolism-related pathways between keloid fibroblasts and normal fibroblasts were analyzed by the gene set variation analysis (GSVA). Quantitative PCR was used to confirm the expression of key genes in keloid fibroblast. Results: A total of 42 up-regulated co-DEGs and 77 down-regulated co-DEGs were revealed based on three datasets, and were involved in extracellular matrix structural constituent, collagencontaining extracellular matrix and sphingolipid metabolism pathway. A total of 15 metabolism- DEGs were screened, including serine palmitoyltransferase long chain base subunit (SPTLC) 3, UDP-glucose ceramide glucosyltransferase (UGCG) and sphingomyelin synthase 2 (SGMS2). All these three genes were enriched in the sphingolipid pathway. GSVA showed that the biosynthesis of glycosphingolipids (GSLs) in keloid fibroblasts was lower than that in normal fibroblasts. Quantitative PCR suggested SPTLC3, UGCG and SGMS2 were regulated in keloid fibroblasts. Conclusion: Sphingolipids metabolism pathway might take part in the disease progression of keloid by regulating keloid fibroblasts. SPTLC3, UGCG and SGMS2 might be key targets to investigate the underlying mechanism.
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Research on the Material Basis and Mechanism of Kudzu Root in Preventing and Treating Cerebral Ischemia based on Network Pharmacology
Authors: Wei Yao, Xiaopeng Qiu, Bingtao Li, Feixia Yan, Song Wang, Xudong Zhu, Longhui Lu, Jingjing Wang, Na Zhu, Shuaikang Wang, Yongyan Xie, Ziwei Xu, Weifeng Zhu, Ronghua Liu and Liping HuangBackground: It has been shown that Kudzu root has significant pharmacological effects such as improving microcirculation, dilating coronary arteries, and increasing cerebral and coronary blood flow, but its material basis and mechanism of action are not clear. Objective: The aim of this study was to investigate the mechanism of action of Kudzu root in the prevention and treatment of cerebral ischemia (CI) through network pharmacology combined with animal experiments. Methods: The components of kudzu root were screened by using the Chemistry Database, Chinese Academy of Science. Linpinski's five rules were used to perform pharmacophore-like analysis to obtain the active ingredients of Kudzu root. The Swiss Target Prediction Service database was used to predict the potential protein targets of kudzu root components associated with CI. An active ingredient-target network was constructed by using Cytoscape 3.6.0. A rat model of middle cerebral artery occlusion (MCAO) was established, then the main targets and signaling pathways predicted were verified by observing the area of cerebral infarction and Western blot experiments. Results: In total, 84 major active compounds and 34 targets included gerberoside, belonging to the isoflavone class, gallic acid, amino acid class, 4-Methylphenol, phenolic class, and quercetin, and flavonoid class (Flavonoids). The targets covered were proteins related to excitatory amino acids and calcium overload, including Excitatory amino acid transporter 2 (SLC1A2), Glutamate receptor ionotropic, kainate 1 (GRIK1), Glutamate receptor ionotropic, NMDA 1 (GRIN1), Glutamate receptor 2(GRIA2), Calcium/calmodulin-dependent protein kinase II (CaMKII), Neuronal nitric oxide synthase(nNOS). Glutamatergic energy is prominent, and calcium transport across the membrane is central to the network and occupies an important position. Conclusion: Kudzu root can significantly reduce neurological damage in rats with CI, and also significantly reduce the rate of cerebral infarction. It is worth noting that Kudzu root can prevent and treat CI by reducing excitatory amino acid toxicity and improving calcium overload.
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Development of Silver Nanoparticles Green-formulated by Matricaria Chamomilla as Novel Chemotherapeutic Nanoformulation for the Treatment of Oral Squamous Cell Carcinoma
Authors: Rui Yang, Mingguo Wang, Xiaoxia Ma and Qing GaoAim: To develop modern chemotherapeutic nanoformulation from plant extract to treat oral squamous cell carcinoma. Background: The use of biodegradable polymers to deliver drugs via nanoparticles solves a number of issues. AgNPs nanoparticle composites could be a promising material with applications in biological and pharmaceutical sciences. The biomolecules in the extract give the AgNPs additional stability against oxidation and corrosion. As a result, we are interested in reporting the synthesis, characterization, and uses of unique AgNPs decorated with Matricaria chamomilla extract. Objective: We developed a natural chemotherapeutic nanoformulation containing M. chamomilla aqueous extract and silver nanoparticles (AgNPs) for treating oral squamous cell carcinoma. Methods: UV–Visible Spectroscopy (UV-Vis), Fourier Transformed Infrared Spectroscopy (FTIR), Transmission Electron Microscopy (TEM), and Field Emission Scanning Electron Microscopy (FESEM) were used to characterize AgNPs. The antioxidant activities of AgNO3, M. chamomilla, and AgNPs were evaluated using the DPPH assay in the presence of Butylated Hydroxytoluene (BHT) as a positive control. The MTT assay was employed on the HSC-4, Ca9-22, and HSC-3 cell lines to assess the cytotoxicity and anti-oral squamous cell carcinoma effects. Results: Silver nanoparticles demonstrated reduced cell viability and anti-oral squamous cell carcinoma capabilities in HSC-4, Ca9-22, and HSC-3 cell lines in a dose-dependent manner, with minimal damage to the normal cell line. The HSC-3 cell line showed the strongest anti-oral squamous cell carcinoma characteristics of AgNPs when tested against the above cell lines. Conclusion: According to the findings, silver nanoparticles containing M. chamomilla aqueous extract may treat different forms of oral squamous cell carcinoma in people.
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Identifying the Mechanisms and Molecular Targets of Guchang Zhixie Pills on Ulcerative Colitis: Coupling Network Pharmacology with GEO Database and Experiment Verification
Authors: Weihao Wang, Xujiao Song, Shanshan Ding, Chunlin Chen and Hao MaObjective: This research investigates the mechanisms and molecular targets of the Guchang Zhixie pill (GCZXP) against ulcerative colitis (UC) in silico and in vivo. Methods: The compounds and related targets of GCZXP were collected from the traditional Chinese medicine systems pharmacology database. UC targets were from Gene Expression Omnibus and GeneCards databases. Hub genes were acquired through Cytoscape. Gene ontology and Kyoto Encyclopedia of Genes and Genomes enrichment were performed in the David database. R packages were used to investigate the relationship between immune cells and hub genes and the diagnostic model. AutoDock was used to verify the molecular docking of the core compounds and hub genes, as well as nuclear factor-kappa B (NF-ΚB) p65 and IΚBα. The hub genes and NF-ΚB pathway were verified via experiment. Results: In GCZXP, a total of 51 active compounds were discovered. Enrichment analysis was used to study inflammation, chemokine activity, NF-ΚB signalling pathway, etc. Thirteen key therapeutic targets were involved, of which included three hub genes PTGS2, IL-1β and CXCL8. Immune infiltration revealed that all of the 3 hub genes were positively correlated with M1 macrophages, neutrophils, and activated memory CD4 cells, and negatively correlated with plasma cells. In the training and validation sets, the area under the curve (AUC) of the diagnostic model developed by hub genes reached 0.929 and 0.905, respectively, indicating a good forecasting potential. The rat experiment proved that GCZXP significantly reduced the expressions of IL-1β, CXCL8, COX-2, and NF-ΚB p65 while increasing IΚBα and Bcl-2, alleviated colonic inflammatory injury and promoted ulcer healing. Conclusion: GCZXP reduced the release of cytokines and regulated Bcl-2 in the treatment of UC by inhibiting the NF-ΚB signalling pathway.
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Berberine Regulates the Metabolism of Uric Acid and Modulates Intestinal Flora in Hyperuricemia Rats Model
Authors: Qingqing Chen, Dong Li, Feiya Wu, Xue He, Yifan Zhou, Chao Sun, Haoyun Wang and Yujun LiuBackground: Intestinal microbiota is the primary target for the multifunctional nature of berberine. Berberine can reverse the structure and composition of gut microbiota under pathological conditions. This study aimed to investigate the effects of berberine on uric acid (UA) metabolism and gut microbiota in a hyperuricemia rat model established using potassium oxonate. Methods: Sprague-Dawley (SD) male rats were divided into a normal control group (n= 10), a hyperuricemia group (n = 12) and a berberine-treated group (n = 11). The UA level in serum, urine and fecal, blood xanthine oxidase (XOD), and urate transports ABCG2 and Galectin-9 in the liver and colon, were evaluated using ELISA kits. The alterations in gut microbiota were investigated using 16S rRNA sequencing. Results: The UA level in the hyperuricemia group was significantly elevated (p<0.001), suggesting that the model was successfully established. After treatment with berberine, levels of blood and fecal UA significantly decreased (p<0.001), but not uric UA. The blood XOD level decreased, urate transport ABCG2 in the colon increased, and urate transport Galectin-9 in the colon decreased after berberine treatment (p<0.05). Further 16S sequencing revealed that berberine affected the gut microbiota composition and diversity in hyperuricemia rats. Berberine treatment reduced the relative abundance of Bacteroidetes, and increased the relative abundance of Lactobacillus. The gut microbiota were predicted to be involved in multiple metabolic pathways, such as sphingolipid metabolism, starch and sucrose metabolism and N-glycans. Conclusion: Berberine might be a possible therapeutic candidate in hyperuricemia, which could regulate UA metabolism by affecting XOD, and urate transports and partly by regulating gut microbiota.
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Pyrrolidine Dithiocarbamate Enhances the Cytotoxic Effect of Arsenic Trioxide on Acute Promyelocytic Leukemia Cells
Authors: Simin Yu, Zhuowang Ge, Weixiang Chen and Jinbin HanBackground: More than 95% patients with acute promyelocytic leukemia (APL) carry the PML-RARα fusion oncoprotein. Arsenic trioxide (ATO) is an efficacious therapeutic agent for APL, and the mechanism involves the binding with PML and degradation of PML-RARα protein. Pyrrolidine dithiocarbamate (PDTC) demonstrates the function of facilitating the cytotoxic effect of ATO. Purpose: To investigate whether PDTC is potential to enhance the cytotoxic effect of ATO to APL cells by acting on PML-RARα oncoproteins. Methods: Inhibitory effects of drugs on cell viability were examined by CCK-8 test, and apoptosis was evaluated by flow cytometry. Western blotting and immunofluorescence assays were used to explore the mechanism. Results: PDTC improved the effect of ATO on inhibiting proliferation of NB4 cells in vitro. Further, PDTC-ATO promoted apoptosis and cell cycle arrest in NB4 cells. The expression of caspase- 3 and Bcl-2 was reduced in PDTC-ATO-treated NB4 cells, while cleaved caspase-3 and Bax was up-regulated. Furthermore, less PML-RARα expression were found in PDTC-ATO-treated NB4 cells than that in NB4 cells treated with ATO singly. Laser confocal microscopy showed that protein colocalization of PML and RARα was disrupted more significantly by PDTC-ATO treatment than that with ATO monotherapy. Conclusion: In conclusion, PDTC enhanced the cytotoxic effect of ATO on APL, and the mechanism was, at least in part, related to the promotion of ATO-induced degradation of PML-RARα fusion protein via forming a complex PDTC-ATO.
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Synthesis, Drug-Likeness Evaluation of Some Heterocyclic Moieties Fused Indole Derivatives as Potential Antioxidants
Authors: Archana Kumari and Rajesh K. SinghBackground: Indole and its derivatives have a wide range of pharmacological effects, including analgesic, antimicrobial, antidepressant, anti-diabetic, anti-convulsant, anti-helminthic, and anti-inflammatory properties. They are crucial structural components of many of today's powerful antioxidant medications. Objective: Using the Schotten–Baumann reaction, the indole ring was linked to other key heterocyclic moieties such as morpholine, imidazole, piperidine, and piperazine at the active 3rd position and then tested for antioxidant activity. Methods: Synthesis of derivatives was accomplished under appropriate conditions and characterized by IR, NMR (1H and 13C), and mass spectrum. Using the Swiss ADME online application, ADME properties were also determined. The in vitro antioxidant activity was measured using DPPH and Reducing power method. Results: In the DPPH assay, compounds 5a (IC50=1.01±0.22 μg/mL), 5k (IC50=1.21 ± 0.07 μg/mL), whereas compounds 5a (EC50=23 ± 1.00 μg/mL), 5h (EC50=26±2.42 μg/mL) in the reducing power assay were most potent as compared with standard Ascorbic acid. Compounds 5a, 5h, and 5k demonstrated maximal potency equivalent to standard. Lipinski's rule was followed in ADME outcomes. Conclusion: The synthesis and evaluation of indole derivatives to investigate their antioxidant action has received a lot of attention. These discoveries could lead to more effective antioxidant candidates being designed and developed.
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Hub Genes and Immune Cell Infiltration in Hypoxia-Induced Pulmonary Hypertension: Bioinformatics Analysis and In Vivo Validation
Authors: Chengwei Li, Jingwen Xia, Ruzetuoheti Yiminniyaze, Liang Dong and Shengqing LiBackground: Hypoxia-induced pulmonary hypertension (HPH) represents a severe pulmonary disorder with high morbidity and mortality, which necessitates identifying the critical molecular mechanisms underlying HPH pathogenesis. Methods: The mRNA expression microarray GSE15197 (containing 8 pulmonary tissues from HPH and 13 normal controls) was downloaded from Gene Expression Omnibus (GEO). Gene ontology (GO), and Kyoto Encyclopedia of Genes and Genomes (KEGG) were executed by RStudio software. The Protein-Protein Interaction (PPI) network was visualized and established using Cytoscape, and the cytoHubba app from Cytoscape was used to pick out the hub modules. The infiltration of immune cells in HPH was analyzed using the CIBERSORTx. To confirm the potential hub genes, real-time quantitative reverse transcription PCR (qRT-PCR) was conducted using lung tissues of rat HPH models and controls. Results: A total of 852 upregulated and 547 downregulated genes were identified. The top terms in biological processes were apoptosis, proliferation, and regulation of the MAPK cascade, including ERK1/2. Cytoplasm, cytosol, and membrane were enriched in cellular component groups. Molecular functions mainly focus on protein binding, protein serine/threonine kinase activity and identical protein binding. KEGG analysis identified pathways in cancer, regulation of actin cytoskeleton and rap1 signaling pathway. There was significantly different immune cell infiltration between HPH and normal control samples. High proportions of the memory subsets of B cells and CD4 cells, Macrophages M2 subtype, and resting Dendritic cells were found in HPH samples, while high proportions of naive CD4 cells and resting mast cells were found in normal control samples. The qRT-PCR results showed that among the ten identified hub modules, FBXL3, FBXL13 and XCL1 mRNA levels were upregulated, while NEDD4L, NPFFR2 and EDN3 were downregulated in HPH rats compared with control rats. Conclusion: Our study revealed the key genes and the involvement of immune cell infiltration in HPH, thus providing new insight into the pathogenesis of HPH and potential treatment targets for patients with HPH.
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Volumes & issues
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Volume 28 (2025)
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Volume 27 (2024)
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Volume 26 (2023)
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Volume 25 (2022)
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Volume 24 (2021)
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Volume 23 (2020)
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Volume 22 (2019)
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Volume 21 (2018)
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Volume 20 (2017)
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Volume 19 (2016)
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Volume 18 (2015)
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Volume 17 (2014)
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Volume 16 (2013)
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Volume 15 (2012)
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Volume 14 (2011)
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Volume 13 (2010)
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Volume 12 (2009)
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Volume 11 (2008)
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Volume 10 (2007)
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Volume 9 (2006)
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Volume 8 (2005)
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Volume 7 (2004)
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Volume 6 (2003)
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Volume 5 (2002)
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Volume 4 (2001)
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Volume 3 (2000)
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Label-Free Detection of Biomolecular Interactions Using BioLayer Interferometry for Kinetic Characterization
Authors: Joy Concepcion, Krista Witte, Charles Wartchow, Sae Choo, Danfeng Yao, Henrik Persson, Jing Wei, Pu Li, Bettina Heidecker, Weilei Ma, Ram Varma, Lian-She Zhao, Donald Perillat, Greg Carricato, Michael Recknor, Kevin Du, Huddee Ho, Tim Ellis, Juan Gamez, Michael Howes, Janette Phi-Wilson, Scott Lockard, Robert Zuk and Hong Tan
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