41 results on '"Madhu Sudhana Saddala"'
Search Results
2. Direct modulation of microglial function by electrical field
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Anton Lennikov, Menglu Yang, Karen Chang, Li Pan, Madhu Sudhana Saddala, Cherin Lee, Ajay Ashok, Kin-Sang Cho, Tor Paaske Utheim, and Dong Feng Chen
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electric stimulation ,microglia ,bulk RNA sequencing ,cell motility ,inflammation ,phagocytosis ,Biology (General) ,QH301-705.5 - Abstract
Non-invasive electric stimulation (ES) employing a low-intensity electric current presents a potential therapeutic modality that can be applied for treating retinal and brain neurodegenerative disorders. As neurons are known to respond directly to ES, the effects of ES on glia cells are poorly studied. A key question is if ES directly mediates microglial function or modulates their activity merely via neuron-glial signaling. Here, we demonstrated the direct effects of ES on microglia in the BV-2 cells—an immortalized murine microglial cell line. The low current ES in a biphasic ramp waveform, but not that of rectangular or sine waveforms, significantly suppressed the motility and migration of BV-2 microglia in culture without causing cytotoxicity. This was associated with diminished cytoskeleton reorganization and microvilli formation in BV-2 cultures, as demonstrated by immunostaining of cytoskeletal proteins, F-actin and β-tubulin, and scanning electron microscopy. Moreover, ES of a ramp waveform reduced microglial phagocytosis of fluorescent zymosan particles and suppressed lipopolysaccharide (LPS)-induced pro-inflammatory cytokine expression in BV-2 cells as shown by Proteome Profiler Mouse Cytokine Array. The results of quantitative PCR and immunostaining for cyclooxygenase-2, Interleukin 6, and Tumor Necrosis Factor-α corroborated the direct suppression of LPS-induced microglial responses by a ramp ES. Transcriptome profiling further demonstrated that ramp ES effectively suppressed nearly half of the LPS-induced genes, primarily relating to cellular motility, energy metabolism, and calcium signaling. Our results reveal a direct modulatory effect of ES on previously thought electrically “non-responsive” microglia and suggest a new avenue of employing ES for anti-inflammatory therapy.
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- 2022
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3. Discovery of novel L-type voltage-gated calcium channel blockers and application for the prevention of inflammation and angiogenesis
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Madhu Sudhana Saddala, Anton Lennikov, Anthony Mukwaya, Yan Yang, Michael A. Hill, Neil Lagali, and Hu Huang
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Angiogenesis ,Calcium ,Inflammation ,L-VGCC ,Microglia ,Neovascularization ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background The ways in which microglia activate and promote neovascularization (NV) are not fully understood. Recent in vivo evidence supports the theory that calcium is required for the transition of microglia from a surveillance state to an active one. The objectives of this study were to discover novel L-type voltage-gated channel (L-VGCC) blockers and investigate their application for the prevention of inflammation and angiogenesis. Methods Pharmacophore-based computational modeling methods were used to screen for novel calcium channel blockers (CCBs) from the ZINC compound library. The effects of CCBs on calcium blockade, microglial pro-inflammatory activation, and cell toxicity were validated in BV-2 microglial cell and freshly isolated smooth muscle cell (SMC) cultures. Laser-induced choroidal neovascularization (NV) and the suture-induced inflammatory corneal NV models of angiogenesis were used for in vivo validation of the novel CCBs. CX3CR1gfp/+ mice were used to examine the infiltration of GFP-labeled microglial cells. Results We identified three compounds from the ZINC database (Zinc20267861, Zinc18204217, and Zinc33254827) as new blockers of L-type voltage-gated calcium channels (L-VGCC) using a structure-based pharmacophore approach. The effects of the three CCBs on Ca2+ influx into cells were verified in BV-2 microglial cells using Fura-2 fluorescent dye and in freshly isolated SMCs using the voltage-patch clamp. All three CCBs reduced microglial cell migration, activation stimulated by lipopolysaccharide (LPS), and reduced the expression of the inflammatory markers NF-κB (phospho-IκBα) and cyclooxygenase-2 (COX-2) as well as reactive oxygen species. Of the three compounds, we further examined the in vivo activity of Zinc20267861. Topical treatment with Zinc20267861 in a rat model of suture-induced inflammatory cornea neovascularization demonstrated efficacy of the compound in reducing monocyte infiltration and overall corneal NV response. Subconjunctival administration of the compound in the choroidal NV mouse model effectively prevented CNV and microglial infiltration. Conclusions Our findings suggest that the novel CCBs identified here are effective anti-inflammatory agents that can be further evaluated for treating NV disorders and can be potentially applied in the treatment of ocular inflammatory and pathological angiogenetic disorders.
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- 2020
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4. Functional analysis and screening small molecules to RpfF protein in Xanthomonas oryzae involved in rice bacterial blight disease
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Mundla SRILATHA, Naina PATYAL, and Madhu Sudhana SADDALA
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RpfF ,virtual screening ,molecular dynamics ,docking ,Zinc Database ,Agriculture (General) ,S1-972 - Abstract
Xanthomonas oryzae pv. oryzae (Xoo) is an important rice pathogen. This is a vascular pathogen entering the plant via the hydathodes causing rice bacterial blight. It has been known that most regulation of pathogenicity factor F (RpfF) genes in Xanthomonas regulates virulence in response to the diffusible signal factor (DSF). The RpfF recognized as an attractive drug target in bacterial rice blight disease. In this study, we performed the gene-gene interaction of RpfF and pathway functional analysis. 3D structure of RpfF protein was predicted using a homology modelling tool Swiss-Model and refined by molecular dynamics (MD) simulation. The refined model protein was predicted structural assessment using various tools such as PROCHECK, ERRAT, and VERIFY-3D. We have collected 2 500 rifampicin analogues from Zinc Database by virtual screening. The screened compounds were docked into the active site of the RpfF protein using AutoDock Vina in PyRx Virtual Screening Tool. Furthermore, docking result and in silico ADMET analysis described that the compounds ZINC03056414, ZINC03205310, ZINC08673779, ZINC09100848, ZINC09729566, ZINC11415953, ZINC12810788, ZINC24989313, ZINC27441787 and ZINC32739565 have best binding energies and less toxicity than reference compound. This study revealed that the active site residues such as HIS-118, HIS-147, THR-148, ARG-179, ASP-207, ARG-240 and THR-244 are key roles in the pathogenicity. It could be beneficial in the design of small molecule therapeutics or the treatment of rice bacterial blight disease.
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- 2020
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5. RNA-Seq reveals differential expression profiles and functional annotation of genes involved in retinal degeneration in Pde6c mutant Danio rerio
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Madhu Sudhana Saddala, Anton Lennikov, Adam Bouras, and Hu Huang
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Pde6c ,Zebrafish ,Gene ontology ,FastQC ,Trinity ,KEGG ,Biotechnology ,TP248.13-248.65 ,Genetics ,QH426-470 - Abstract
Abstract Background Retinal degenerative diseases affect millions of people and represent the leading cause of vision loss around the world. Retinal degeneration has been attributed to a wide variety of causes, such as disruption of genes involved in phototransduction, biosynthesis, folding of the rhodopsin molecule, and the structural support of the retina. The molecular pathogenesis of the biological events in retinal degeneration is unclear; however, the molecular basis of the retinal pathological defect can be potentially determined by gene-expression profiling of the whole retina. In the present study, we analyzed the differential gene expression profile of the retina from a wild-type zebrafish and phosphodiesterase 6c (pde6c) mutant. Results The datasets were downloaded from the Sequence Read Archive (SRA), and adaptors and unbiased bases were removed, and sequences were checked to ensure the quality. The reads were further aligned to the reference genome of zebrafish, and the gene expression was calculated. The differentially expressed genes (DEGs) were filtered based on the log fold change (logFC) (±4) and p-values (p
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- 2020
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6. Identification of novel inhibitors for TNFα, TNFR1 and TNFα-TNFR1 complex using pharmacophore-based approaches
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Madhu Sudhana Saddala and Hu Huang
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TNFα ,TNFR1 ,Pharmacophore modeling ,Zinc database ,Docking ,ADMET ,Medicine - Abstract
Abstract Background Tumor necrosis factor α (TNFα) is a multifunctional cytokine with a potent pro-inflammatory effect. It is a validated therapeutic target molecule for several disorders related to autoimmunity and inflammation. TNFα–TNF receptor-1 (TNFR1) signaling contributes to the pathological processes of these disorders. The current study is focused on finding novel small molecules that can directly bind to TNFα and/or TNFR1, preventing the interaction between TNFα or TNFR1, and regulating downstream signaling pathways. Methods Cheminformatics pipeline (pharmacophore modeling, virtual screening, molecular docking and in silico ADMET analysis) was used to screen for novel TNFα and TNFR1 inhibitors in the Zinc database. The pharmacophore-based models were generated to screen for the best drug like compounds in the Zinc database. Results The 39, 37 and 45 best hit molecules were mapped with the core pharmacophore features of TNFα, TNFR1, and the TNFα–TNFR1 complex respectively. They were further evaluated by molecular docking, protein–ligand interactions and in silico ADMET studies. The molecular docking analysis revealed the binding energies of TNFα, TNFR1 and the TNFα–TNFR1 complex, the basis of which was used to select the top five best binding energy compounds. Furthermore, in silico ADMET studies clearly revealed that all 15 compounds (ZINC09609430, ZINC49467549, ZINC13113075, ZINC39907639, ZINC25251930, ZINC02968981, ZINC09544246, ZINC58047088, ZINC72021182, ZINC08704414, ZINC05462670, ZINC35681945, ZINC23553920, ZINC05328058, and ZINC17206695) satisfied the Lipinski rule of five and had no toxicity. Conclusions The new selective TNFα, TNFR1 and TNFα–TNFR1 complex inhibitors can serve as anti-inflammatory agents and are promising candidates for further research.
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- 2019
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7. Transcriptome-wide analysis of differentially expressed chemokine receptors, SNPs, and SSRs in the age-related macular degeneration
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Madhu Sudhana Saddala, Anton Lennikov, Anthony Mukwaya, Lijuan Fan, Zhengmao Hu, and Hu Huang
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AMD ,RNA-Seq ,Gene ontology ,Human eye ,Chemokine receptor ,Medicine ,Genetics ,QH426-470 - Abstract
Abstract Background Age-related macular degeneration (AMD) is the most common, progressive, and polygenic cause of irreversible visual impairment in the world. The molecular pathogenesis of the primary events of AMD is poorly understood. We have investigated a transcriptome-wide analysis of differential gene expression, single-nucleotide polymorphisms (SNPs), indels, and simple sequence repeats (SSRs) in datasets of the human peripheral retina and RPE-choroid-sclera control and AMD. Methods and results Adaptors and unbiased components were removed and checked to ensure the quality of the data sets. Molecular function, biological process, cellular component, and pathway analyses were performed on differentially expressed genes. Analysis of the gene expression datasets identified 5011 upregulated genes, 11,800 downregulated genes, 42,016 SNPs, 1141 indels, and 6668 SRRs between healthy controls and AMD donor material. Enrichment categories for gene ontology included chemokine activity, cytokine activity, cytokine receptor binding, immune system process, and signal transduction respectively. A functional pathways analysis identified that chemokine receptors bind chemokines, complement cascade genes, and create cytokine signaling in immune system pathway genes (p value
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- 2019
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8. RNA-seq data from C-X-C chemokine receptor type 5 (CXCR5) gene knockout aged mice with retinal degeneration phenotype
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Madhu Sudhana Saddala, Anton Lennikov, and Hu Huang
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CXCR5 ,aging ,mice ,retina ,choroid ,retinal degeneration ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Science (General) ,Q1-390 - Abstract
The CXCR5 (C-X-C motif chemokine receptor 5) is chemokine transmembrane receptor, acting via its ligand CXCL13 and plays a crucial role in controlling the trafficking of inflammatory cells into and from the sub-retinal space, which contributes to the pathogenesis of AMD. We have previously described the genetic ablation of CXCR5 deficiency causes RPE/choroid abnormalities and retinal degeneration (RD) in aged mice. Here we report the transcriptome data (RNA-Seq) of 24 months old CXCR5 knockout (KO) and age-matched C57BL/6 controls (WT). RNA sequencing was performed on the Illumina HiSeq 2500, providing up to 300 GB of sequence information per flow cell. The quality of RNA-seq libraries, RNA intensity were validated by Agilent Technologies Bioanalyzer-2100. The raw datasets contains on average 292,004,59 reads (after trimming 284,862,43 reads) in retina and 272,527,90 reads (after trimming 266,173,11 reads) in choroid samples. The mapped reads showed that a total of 1586 genes in retina and 1462 genes in choroid are differentially expressed in this experiment. The raw datasets were deposited into NCBI Sequence Read Archive (SRA) database and can be accessed via accession number PRJNA588421.
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- 2020
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9. Autoimmune-Mediated Retinopathy in CXCR5-Deficient Mice as the Result of Age-Related Macular Degeneration Associated Proteins Accumulation
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Anton Lennikov, Madhu Sudhana Saddala, Anthony Mukwaya, Shibo Tang, and Hu Huang
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age macular degeneration ,AMD ,CXCR5 ,CXCL13 ,autoantibody ,CRYAA ,Immunologic diseases. Allergy ,RC581-607 - Abstract
Previous research has shown that CXCR5−/− mice develop retinal degeneration (RD) with age, a characteristic related to age macular degeneration (AMD). RD in these mice is not well-understood, and in this study, we sought to characterize further the RD phenotype and to gain mechanistic insights into the function of CXCR5 in the retina. CXCR5−/− and WT control mice were used. Fundus images demonstrated a significant (p < 0.001) increase of hypo-pigmented spots in the retina of aged CXCR5−/− mice compared with WT control mice. PAS staining indicated localization of deposits in the sub-retinal pigment epithelia (RPE) layer. AMD-associated proteins Cryab, amyloid beta, and C3d were detected within the RPE/sub-RPE tissues by immunofluorescence (IF). In addition, western blot analysis of COX-2, Arg1, and VEGF-a revealed an increase in the signaling of these molecules within the RPE/choroid complex. Transmission electron microscopy (TEM) indicated a drusen-like structure of sub-RPE deposits with an accumulation of vacuolated cellular debris. Loss of photoreceptors was detected by peanut lectin staining and was corroborated by a reduction in MAP2 signaling. Loss of blood-retinal barrier integrity was demonstrated by a reduction of ZO-1 expression. Inflammatory cells were detected in the sub-RPE space, with an increase in IBA-1 positive microglia cells on the surface of the RPE. Mass spectrometry analysis of CXCR5−/− mouse RPE/choroid proteins extracts, separated by SDS-page and incubated with autologous serum, identified autoantibodies against AMD-associated proteins: Cryaa, Cryab, and Anxa2. In vitro evaluations in BV-2 cell culture indicated a significant increase in production of Arg-1 (p < 0.001) and COX-2 (p < 0.01) in the presence of anti-CXCR5 antibody when compared with Igg-treated control BV-2 cells stimulated with IL-4 and TNFα/IFNγ, respectively. Anti-CXCR5 antibody treatment without stimulating agents did not affect Arg-1 and COX-2 expression; this suggests that CXCR5 may have a regulatory role in microglia cells activation. These results indicate that with age, CXCR5−/− mice develop RD characterized by microglia dysfunction, increased production of CXCL13 in the RPE progressive photoreceptor, neuronal loss, and sub-RPE deposition of cellular debris, resulting in the production of immunogenic proteins and autoimmune-mediated RD.
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- 2019
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10. Transcriptome-Wide Analysis of CXCR5 Deficient Retinal Pigment Epithelial (RPE) Cells Reveals Molecular Signatures of RPE Homeostasis
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Madhu Sudhana Saddala, Anton Lennikov, Anthony Mukwaya, and Hu Huang
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age-related macular degeneration ,CXCR5 ,EMT ,FoxO ,Mitochondria ,RNA-Seq ,Biology (General) ,QH301-705.5 - Abstract
Age-related macular degeneration (AMD) is the most common cause of irreversible blindness in the elderly population. In our previous studies, we found that deficiency of CXCR5 causes AMD-like pathological phenotypes in mice, characterized by abnormalities and dysfunction of the retinal pigment epithelium (RPE) cells. The abnormalities included abnormal cellular shape and impaired barrier function. In the present study, primary RPE cells were derived separately from CXCR5 knockout (KO) mice and from C57BL6 wild type (WT). The isolated primary cells were cultured for several days, and then total RNA was isolated and used for library preparation, sequencing, and the resultant raw data analyzed. Relative to the WT, a total of 1392 differentially expressed genes (DEG) were identified. Gene ontology analysis showed various biological processes, cellular components, and molecular functions were enriched. Pathway enrichment analysis revealed several pathways, including the PI3K-Akt signaling, mTOR signaling, FoxO, focal adhesion, endocytosis, ubiquitin-mediated proteolysis, TNFα-NF-kB Signaling, adipogenesis genes, p53 signaling, Ras, autophagy, epithelial–mesenchymal transition (EMT), and mitochondrial pathway. This study explores molecular signatures associated with deficiency of CXCR5 in RPE cells. Many of these signatures are important for homeostasis of this tissue. The identified pathways and genes require further evaluation to better understand the pathophysiology of AMD.
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- 2020
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11. Discovery of Small-Molecule Activators for Glucose-6-Phosphate Dehydrogenase (G6PD) Using Machine Learning Approaches
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Madhu Sudhana Saddala, Anton Lennikov, and Hu Huang
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g6pd ,pharmacophore modeling ,machine learning ,docking ,admet ,Biology (General) ,QH301-705.5 ,Chemistry ,QD1-999 - Abstract
Glucose-6-Phosphate Dehydrogenase (G6PD) is a ubiquitous cytoplasmic enzyme converting glucose-6-phosphate into 6-phosphogluconate in the pentose phosphate pathway (PPP). The G6PD deficiency renders the inability to regenerate glutathione due to lack of Nicotine Adenosine Dinucleotide Phosphate (NADPH) and produces stress conditions that can cause oxidative injury to photoreceptors, retinal cells, and blood barrier function. In this study, we constructed pharmacophore-based models based on the complex of G6PD with compound AG1 (G6PD activator) followed by virtual screening. Fifty-three hit molecules were mapped with core pharmacophore features. We performed molecular descriptor calculation, clustering, and principal component analysis (PCA) to pharmacophore hit molecules and further applied statistical machine learning methods. Optimal performance of pharmacophore modeling and machine learning approaches classified the 53 hits as drug-like (18) and nondrug-like (35) compounds. The drug-like compounds further evaluated our established cheminformatics pipeline (molecular docking and in silico ADMET (absorption, distribution, metabolism, excretion and toxicity) analysis). Finally, five lead molecules with different scaffolds were selected by binding energies and in silico ADMET properties. This study proposes that the combination of machine learning methods with traditional structure-based virtual screening can effectively strengthen the ability to find potential G6PD activators used for G6PD deficiency diseases. Moreover, these compounds can be considered as safe agents for further validation studies at the cell level, animal model, and even clinic setting.
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- 2020
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12. Discovery of small molecules through pharmacophore modeling, docking and molecular dynamics simulation against Plasmodium vivax Vivapain-3 (VP-3)
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Madhu Sudhana Saddala and Pradeepkiran Jangampalli Adi
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Pharmaceutical science ,Computational biology ,Molecular biology ,Structural biology ,Science (General) ,Q1-390 ,Social sciences (General) ,H1-99 - Abstract
Vivapain-3(VP-3) protein is a family of cysteine rich proteases of malaria parasite is extensively reported to participate in a range of wide cellular processes including survival. VP-3 of plasmodium recognized as an attractive drug target in vector-borne diseases like malaria. In the present study we robust a homology model of VP-3 protein and generated the pharmacophore based models adapted to screen the best drug like compounds from PubChem database. Our results finds the fourteen best lead molecules were mapped with core pharmacophore features of VP-3 and top hits were further evaluated by molecular dynamics simulation and docking studies. Based on the molecular dynamics simulation and docking results and binding vicinity of ligand molecules, top five i.e., CID 74427945, CID 74427946, CID 360883, CID193721 and CID 51416859 showed the best docking scores with good molecular interactions against VP-3. Furthermore in silico ADMET and in vitro assays clearly exhibited that out of five three CID74427946, CID74427945 and CID360883 ligand molecules showed the best promising inhibition against VP-3. The present study believed to provide significant information of potential ligand inhibitors against VP-3 to design and develop the next generation malaria therapeutics through computational approach.
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- 2018
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13. Transcriptome-wide analysis reveals core sets of transcriptional regulators of sensome and inflammation genes in retinal microglia
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Hu Huang, Xu Yang, Shibo Tang, and Madhu Sudhana Saddala
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Inflammation ,Microglia ,Gene Expression Profiling ,RELB ,Biology ,Cell biology ,Transcriptome ,Mice ,medicine.anatomical_structure ,FLI1 ,Gene expression ,Genetics ,medicine ,Animals ,Neuroglia ,Functional genomics ,Gene ,Transcription factor - Abstract
Background Retinal microglial cells (RMCs) play crucial roles in maintaining normal visual functions in a healthy eye. However, the underlying mechanisms of RMCs over-activation manifesting the alterations of sensome profile and inflammation state, which contribute to various retinal neurodegenerative diseases, remain elusive. Here, we aimed to identify the core set of sensome and pro-inflammatory genes and their regulators using transcriptome and data mining approaches. Methods We performed paired-end RNA-sequencing in primary microglial cell cultures treated with TNFα/IFNϒ (10 ng/ml for 12 h) and PBS as a control. Gene enrichment analysis and hierarchical clustering for the differentially expressed transcripts highlight functional pathways and network perturbations. We examined overlaps of the mouse microglial gene expression profiles with the data-mined human sensome and pro-inflammatory marker genes. The core sets of sensome and pro-inflammatory genes were selected and predicted for transcription factors (TFs). The identified TFs in RNA-Seq are validated by the quantitative PCR method. Results TNFα/IFNϒ induced 668 differentially expressed transcripts in retinal microglial cells relative to the control. Furthermore, gene enrichment analysis and the gene expression network revealed activated microglial genes, biological, molecular and inflammatory pathways. The overlapping analysis of the TNFα/IFNϒ-activated microglia genes and the data-mined human gene sets revealed 22 sensome and 61 pro-inflammatory genes. Based on network analysis, we determined 10 genes as the core sets of sensome and pro-inflammatory genes and predicted the top ten TFs that regulate them. The SP110, IRF1 , FLI1 , SP140 (sensome) and RELB, BATF2 , NFKB2 , TRAFD1 , SP100, NFKB1 (inflammation) are differentially expressed between the TNFα/IFNϒ activated and the non-activated microglia which were validated by quantitative PCR. The outcomes indicate that these transcriptional regulators are highly expressed and may regulate the sensome and inflammatory genes of RMCs and switch them to over-activation. Conclusion Our results comprise a powerful, cross-species functional genomics resource for sensome and inflammation of RMCs, which may provide novel therapeutic approaches to prevent retinal neurodegenerative diseases.
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- 2021
14. Deficiency of C-X-C chemokine receptor type 5 (CXCR5) gene causes dysfunction of retinal pigment epithelium cells
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Anton Lennikov, Hu Huang, Madhu Sudhana Saddala, and Anthony Mukwaya
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Receptors, CXCR5 ,0301 basic medicine ,FOXO1 ,Retinal Pigment Epithelium ,Pathology and Forensic Medicine ,Mice ,03 medical and health sciences ,Chemokine receptor ,0302 clinical medicine ,Downregulation and upregulation ,Autophagy ,medicine ,Animals ,Molecular Biology ,Protein kinase B ,Cells, Cultured ,PI3K/AKT/mTOR pathway ,Inflammation ,Mice, Knockout ,Retinal pigment epithelium ,Forkhead Box Protein O1 ,Chemistry ,Cell Biology ,eye diseases ,Cell biology ,Mice, Inbred C57BL ,030104 developmental biology ,medicine.anatomical_structure ,RPE65 ,030220 oncology & carcinogenesis ,sense organs ,Signal Transduction - Abstract
Homeostasis of the retinal pigment epithelium (RPE) is essential for the health and proper function of the retina. Regulation of RPE homeostasis is, however, largely unexplored, yet dysfunction of this process may lead to retinal degenerative diseases, including age-related macular degeneration (AMD). Here, we report that chemokine receptor CXCR5 regulates RPE homeostasis through PI3K/AKT signaling and by suppression of FOXO1 activation. We used primary RPE cells isolated from CXCR5-deficient mice and wild type controls, as well as ex vivo RPE-choroidal-scleral complexes (RCSC) to investigate the regulation of homeostasis. CXCR5 expression in mouse RPE cells was diminished by treatment with hydrogen peroxide. Lack of CXCR5 expression leads to an abnormal cellular shape, pigmentation, decreased expression of the RPE differentiation marker RPE65, an increase in the undifferentiated progenitor marker MITF, and compromised RPE barrier function, as well as compromised cell-to-cell interaction. An increase in epithelial-mesenchymal transition (EMT) markers (αSMA, N-cadherin, and vimentin) was noted in CXCR5-deficient RPE cells both in vitro and in age-progression specimens of CXCR5-/- mice (6, 12, 24-months old). Deregulated autophagy in CXCR5-deficient RPE cells was observed by decreased LC3B-II, increased p62, abnormal autophagosomes, and impaired lysosome enzymatic activity as shown by GFP-LC3-RFP reporter plasmid. Mechanistically, deficiency in CXCR5 resulted in the downregulation of PI3K and AKT signaling, but upregulation and nuclear localization of FOXO1. Additionally, inhibition of PI3K in RPE cells resulted in an increased expression of FOXO1. Inhibition of FOXO1, however, reverts the degradation of ZO-1 caused by CXCR5 deficiency. Collectively, these findings suggest that CXCR5 maintains PI3K/AKT signaling, which controls FOXO1 activation, thereby regulating the expression of genes involved in RPE EMT and autophagy deregulation.
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- 2021
15. Targeting STAT proteins via computational analysis in colorectal cancer
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Saimila Momin, Santoshi Muppala, Gowru Srivani, Afroz Alam, Begum Dariya, and Madhu Sudhana Saddala
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STAT3 Transcription Factor ,0301 basic medicine ,Magnetic Resonance Spectroscopy ,Clinical Biochemistry ,Genistein ,SH2 domain ,stat ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Protein Domains ,Humans ,STAT1 ,STAT2 ,STAT3 ,Molecular Biology ,Transcription factor ,Cell Proliferation ,Inflammation ,Binding Sites ,biology ,Chemistry ,Computational Biology ,STAT2 Transcription Factor ,Cell Biology ,General Medicine ,HCT116 Cells ,Molecular Docking Simulation ,STAT1 Transcription Factor ,030104 developmental biology ,030220 oncology & carcinogenesis ,Mutagenesis, Site-Directed ,STAT protein ,Cancer research ,biology.protein ,Colorectal Neoplasms ,HT29 Cells ,Protein Processing, Post-Translational ,Signal Transduction - Abstract
Colorectal cancer (CRC) is the third most common cancer diagnosed worldwide making it a serious global challenge. CRC progression results from dysregulated cytoplasmic transcription factors, including signal transducer and activator of transcription (STAT) proteins that are involved in JAK-STAT pathway. The STAT proteins contain a conserved SH2 domain that facilitates the initiation of STAT activation via binding to tyrosine motifs followed by STAT dimerization. The STAT proteins include STAT1, STAT2 and STAT3 which all facilitate therapeutic targets for many drugs, since they are associated with pathogenesis in various cancers such as CRC. Genistein is an efficient chemopreventive phytochemical drug against CRC. The current investigation presents a computational study performed to investigate the molecular interaction between STAT1, STAT2 and STAT3 proteins with genistein. The molecular dynamic simulation was conducted for STAT2 protein. The studies from molecular docking revealed that the interaction of STAT proteins and genistein is predicted to be effective with better binding energies. Furthermore, targeting STAT3 could be an efficient therapeutic target and understanding the interaction between STAT3 and genistein can help to contribute to a better inhibition process for CRC progression. Treatment with genistein led to significant suppression of cell proliferation and STAT3 protein expression in both CRC (HCT 116 and HT-29) cell lines. This further provides development of efficient STAT inhibitors with better potency and bioavailability.
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- 2020
16. RNA-Seq reveals placental growth factor regulates the human retinal endothelial cell barrier integrity by transforming growth factor (TGF-β) signaling
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Hu Huang, Anthony Mukwaya, Lijuan Fan, Anton Lennikov, and Madhu Sudhana Saddala
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0301 basic medicine ,Placental growth factor ,Clinical Biochemistry ,Vascular permeability ,Biology ,Retina ,Article ,Transcriptome ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Transforming Growth Factor beta ,Humans ,RNA-Seq ,Cell adhesion ,Molecular Biology ,Cells, Cultured ,Placenta Growth Factor ,Diabetic Retinopathy ,Cell adhesion molecule ,Endothelial Cells ,Retinal Vessels ,Cell Biology ,General Medicine ,Cell biology ,Endothelial stem cell ,Vascular endothelial growth factor ,030104 developmental biology ,Gene Expression Regulation ,chemistry ,030220 oncology & carcinogenesis ,Signal Transduction ,Transforming growth factor - Abstract
Placental growth factor (PlGF or PGF) is a member of the VEGF (vascular endothelial growth factor) family. It plays a pathological role in inflammation, vascular permeability, and pathological angiogenesis. The molecular signaling by which PlGF mediates its effects in nonproliferative diabetic retinopathy (DR) remains elusive. This study aims to characterize the transcriptome changes of human retinal endothelial cells (HRECs) with the presence and the absence of PlGF signaling. Primary HRECs were treated with the PlGF antibody (ab) to block its activity. The total RNA was isolated and subjected to deep sequencing to quantify the transcripts and their changes in both groups. We performed transcriptome-wide analysis, gene ontology, pathway enrichment, and gene-gene network analyses. The results showed that a total of 3760 genes were significantly differentially expressed and were categorized into cell adhesion molecules, cell junction proteins, chaperone, calcium-binding proteins, and membrane traffic proteins. Functional pathway analyses revealed that the TGF-β pathway, pentose phosphate pathway, and cell adhesion pathway play pivotal roles in the blood-retina barrier (BRB) and antioxidant defense system. Collectively, the data provide new insights into the molecular mechanisms of PlGF’s biological functions in HRECs relevant to DR and diabetic macular edema (DME). The newly identified genes and pathways may act as disease markers and target molecules for therapeutic interventions for the patients with DR and DME refractory to the current anti-VEGF therapy.
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- 2020
17. Association of Placental Growth Factor and Angiopoietin in Human Retinal Endothelial Cell-Pericyte co-Cultures and iPSC-Derived Vascular Organoids
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Hu Huang, Madhu Sudhana Saddala, Anthony Mukwaya, Rajiv R. Mohan, and Anton Lennikov
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Cellular and Molecular Neuroscience ,Ophthalmology ,Sensory Systems - Abstract
Placental growth factor (PlGF) and Angiopoietin (Ang)-1 are two proteins that are involved in the regulation of endothelial cell (EC) growth and vasculature formation. In the retina and endothelial cells, pericytes are the major source of both molecules. The purpose of this study is to examine the association of PlGF and Ang-1 with human EC/pericyte co-cultures and iPSC-derived vascular organoids. In this study, we used co-cultures of human primary retinal endothelial cells (HREC) and primary human retinal pericytes (HRP), western blotting, immunofluorescent analysis, TUNEL staining, LDH-assays, and RNA seq analysis, as well as human-induced pluripotent stem cells (iPSC), derived organoids (VO) to study the association between PlGF and Ang-1. Inhibition of PlGF by PlGF neutralizing antibody in HREC-HRP co-cultures resulted in the increased expression of Ang-1 and Tie-2 in a dose-dependent manner. This upregulation was not observed in HREC and HRP monocultures but only in co-cultures suggesting the association of pericytes and endothelial cells. Furthermore, Vascular endothelial growth factor receptor 1 (VEGFR1) inhibition abolished the Ang-1 and Tie-2 upregulation by PlGF inhibition. The pericyte viability in high-glucose conditions was also reduced by VEGFR1 neutralization. Immunofluorescent analysis showed that Ang-1 and Ang-2 were expressed mainly by perivascular cells in the VO. RNA seq analysis of the RNA isolated from VO in high glucose conditions indicated increased PlGF and Ang-2 expressions in the VO. PlGF inhibition increased the expression of Ang-1 and Tie-2 in VO, increasing the pericyte coverage of the VO microvascular network. Combined, these results suggest PlGF's role in the regulation of Ang-1 and Tie-2 expression through VEGFR1. These findings provide new insights into the neovascularization process in diabetic retinopathy and new targets for potential therapeutic intervention.
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- 2022
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18. Placental Growth Factor Regulates Angiopoietin-1 and Tie-2 Genes via VEGFR1 Signaling in Human Retinal Endothelial Cell-Pericyte Cocultures and iPSC-Derived Vascular Organoids
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Hu Huang, Madhu Sudhana Saddala, Anthony Mukwaya, Rajiv Mohan, and Anton Lennikov
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History ,Polymers and Plastics ,Business and International Management ,Industrial and Manufacturing Engineering - Published
- 2022
19. Data mining and network analysis reveals C-X-C chemokine receptor type 5 is involved in the pathophysiology of age-related macular degeneration
- Author
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Xu Yang, Anton Lennikov, Hu Huang, Shibo Tang, Madhu Sudhana Saddala, and Anthony Mukwaya
- Subjects
CCR2 ,biology ,Sequence analysis ,Sequence alignment ,General Medicine ,Computational biology ,biology.organism_classification ,eye diseases ,CXCR5 ,Chemokine receptor ,Structural Biology ,sense organs ,Homology modeling ,Molecular Biology ,Zebrafish ,G protein-coupled receptor - Abstract
Our previous studies found that the C-X-C motif chemokine receptor 5 (CXCR5) loss leads to retinal pigment epithelium (RPE) dysfunction and AMD pathogenesis. The current study aimed to characterize the G protein-coupled receptor (GPCR) structure of CXCR5 and analyze its interactions with AMD-related risk genes. The sequence alignments, homology model of CXCR5 and structural assessment analysis were performed. Data and text mining were then performed to identify AMD-related risk genes and their interaction with CXCR5 using statistical and mathematical algorithms. Sequence alignment and phylogenetic tree analysis revealed that human CXCR5 was highly similar (85.4839%) to the rabbit. The least similarity (33.871%) was found to be in zebrafish compared to the other species. The CXCR5 model structural assessment and secondary structure analysis exhibited an excellent model. Network analysis revealed that IL10, TNF, ICAM1, CXCL1, CXCL8, APP, TLR4, SELL, C3, IL17A and CCR2 were the most connected genes CXCR5. These findings suggest that CXCR5 signaling may regulate the biological function of RPE and modulate AMD pathophysiology via GPCR signaling and interacting with identified AMD risk genes. In summary, the data presented here provide novel and crucial insights into the molecular mechanisms of CXCR5 involvement in AMD.Communicated by Ramaswamy H. Sarma.
- Published
- 2021
20. PlGF Regulates Angiopoietin-1 and Tie-2 Expression in Human Retinal Endothelial Cell-Pericyte Cocultures and iPSC-Derived Vascular Organoids through VEGFR1
- Author
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Mohan Rr, Madhu Sudhana Saddala, and Huang H
- Subjects
Endothelial stem cell ,chemistry.chemical_compound ,medicine.anatomical_structure ,Angiopoietin-1 ,chemistry ,Organoid ,medicine ,Retinal ,Pericyte ,Biology ,Cell biology - Abstract
Placental growth factor (PlGF) and Angiopoietin (Ang)-1 are two angiogenic factors that play vital roles in vascular cell growth and stabilization. The present study's objective is to examine PlGF's regulation of Ang-1 and its Tie-2 receptor expression in human vascular cells and vasculature. We exploited the cocultures of human primary retinal endothelial cells (HREC) and pericytes (HRP) and the blood vessel or vascular organoids derived from human-induced pluripotent stem cells (iPSC) as experimental models. In the HREC-HRP cocultures, PlGF blockage upregulated the expressions of Ang-1 and Tie-2 in an antibody dose-dependent manner. Upregulation of Ang-1 and Tie-2 by PlGF blockade did not occur in HREC and HRP monocultures but only in HREC-HRP cocultures, indicating the interactions of the two cell types. VEGFR1 inhibition diminished Ang-1 and Tie-2 upregulation caused by PlGF blockade and reduced pericyte variability in high glucose conditions. In the iPSC-derived vascular organoids (VO), PlGF, Ang-1, and Ang-2 were expressed mainly by perivascular cells. Bioinformatics analysis of RNA sequencing data revealed that diabetes-mimicking conditions upregulated PlGF and Ang-2 expressions in the VO cultures. PlGF blockade upregulated Ang-1 and Tie-2 expression and promoted pericyte coverage and association with ECs in the VO. Together, the data suggest that PlGF regulates Ang-1 and Tie-2 expression in part through VEGFR1, which is involved in vascular cell function and stabilization. The findings may help design new therapeutic interventions for diabetic vasculopathy, such as diabetic macular edema and proliferative diabetic retinopathy, by targeting PlGF and Ang signaling pathways.
- Published
- 2021
21. Placental growth factor negatively regulates retinal endothelial cell barrier function through suppression of glucose‐6‐phosphate dehydrogenase and antioxidant defense systems
- Author
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David Gozal, Hu Huang, Abdelnaby Khalyfa, Dennis J. Grab, Anton Lennikov, Madhu Sudhana Saddala, and Lijuan Fan
- Subjects
Vascular Endothelial Growth Factor A ,0301 basic medicine ,Placental growth factor ,Antioxidant ,medicine.medical_treatment ,Glucosephosphate Dehydrogenase ,Biochemistry ,Antioxidants ,Retina ,law.invention ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,law ,Genetics ,medicine ,Humans ,Glucose-6-phosphate dehydrogenase ,Molecular Biology ,Cells, Cultured ,Barrier function ,Placenta Growth Factor ,Glutathione Peroxidase ,Vascular Endothelial Growth Factor Receptor-1 ,Chemistry ,Research ,Endothelial Cells ,Retinal Vessels ,Retinal ,Vascular Endothelial Growth Factor Receptor-2 ,Up-Regulation ,Cell biology ,Endothelial stem cell ,Phospholipases A2 ,030104 developmental biology ,medicine.anatomical_structure ,Recombinant DNA ,030217 neurology & neurosurgery ,Biotechnology - Abstract
We report that placental growth factor (PlGF) negatively affects the endothelial cell (EC) barrier function through a novel regulatory mechanism. The PlGF mAb promotes (but recombinant protein disrupts) EC barrier function, thus affecting the barrier-forming protein levels, membrane distribution, and EC monolayer impedance by the electrical cell-impedance sensing system, Western blot, and immunofluorescence staining. RNA sequencing–based transcriptome analysis identified the up-regulation of the pentose phosphate pathway (PPP) and the antioxidant defense protein by PlGF blockade. The PlGF and PlGF/VEGF dimers (but not VEGF-A) down-regulated the protein expression of glucose-6-phosphate dehydrogenase (G6PD) and peroxiredoxin (PRDX). G6PD inhibition and gene silencing (small interfering RNA) abolished the beneficial effects of PlGF inhibition on EC barrier function and PRDX3/6 protein expression. VEGF receptor (VEGFR)1 or VEGFR2 blockade prevented the inhibitory effect of PlGF on G6PD protein expression and EC barrier function. The PRDX6 played dual roles in EC barrier function through glutathione peroxidase and phospholipase A(2) activity. In sum, PlGF negatively regulates EC barrier function through the activation of VEGFR1 and VEGFR2 and the suppression of the G6PD/PPP and the antioxidant pathways.—Huang, H., Lennikov, A., Saddala, M. S., Gozal, D., Grab, D. J., Khalyfa, A., Fan, L. Placental growth factor negatively regulates endothelial cell barrier function through suppression of glucose-6-phosphate dehydrogenase and antioxidant defense systems.
- Published
- 2019
22. Molecular docking studies of angiogenesis target protein HIF-1α and genistein in breast cancer
- Author
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Vidya Mukund, Ganji Purnachandra Nagaraju, Madhu Sudhana Saddala, Afroz Alam, Mastan Mannavarapu, and Batoul Farran
- Subjects
0301 basic medicine ,Angiogenesis ,Down-Regulation ,Genistein ,Breast Neoplasms ,Biology ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Breast cancer ,Catalytic Domain ,Cell Line, Tumor ,Genetics ,medicine ,Humans ,Binding site ,Molecular Docking Analysis ,General Medicine ,Hypoxia-Inducible Factor 1, alpha Subunit ,medicine.disease ,Neoplasm Proteins ,Gene Expression Regulation, Neoplastic ,Molecular Docking Simulation ,030104 developmental biology ,chemistry ,Cell culture ,Docking (molecular) ,030220 oncology & carcinogenesis ,Cancer research ,Female ,Target protein - Abstract
Therapeutic inhibition of hypoxia inducible factor-1α (HIF-1α) action has emerged as a potential approach for managing several diseases including breast cancer (BC). Genistein has been found to exert anti-malignant activity. However, its mechanisms of action remain unknown. Studies indicate that it could act by downregulating HIF-1α. Based on these findings, we investigated whether genistein could reduce HIF-1α in BC cell lines. Furthermore, we performed molecular docking studies to characterize the sites of interaction between genistein and HIF-1α. In the present investigation, we prove, for the first time, that genistein downregulates HIF-1α in BC cells. Molecular docking analysis also revealed that genistein binds to the FIH-1 binding site of HIF-1α protein. These findings thus indicate that genistein and/or HIF-1α antagonists could be a potential treatment for BC.
- Published
- 2019
23. Transcriptome-wide analysis of differentially expressed chemokine receptors, SNPs, and SSRs in the age-related macular degeneration
- Author
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Zhengmao Hu, Madhu Sudhana Saddala, Hu Huang, Lijuan Fan, Anton Lennikov, and Anthonny Mukwaya
- Subjects
Male ,Chemokine ,lcsh:QH426-470 ,Chemokine receptor ,lcsh:Medicine ,Biology ,AMD ,Polymorphism, Single Nucleotide ,Transcriptome ,03 medical and health sciences ,Macular Degeneration ,Drug Discovery ,Databases, Genetic ,Genetics ,Humans ,Gene Regulatory Networks ,RNA-Seq ,Gene ontology ,Human eye ,Genetik ,Molecular Biology ,Gene ,Aged ,Aged, 80 and over ,0303 health sciences ,Gene Expression Profiling ,030305 genetics & heredity ,lcsh:R ,Chemokine activity ,eye diseases ,3. Good health ,Complement system ,lcsh:Genetics ,Case-Control Studies ,biology.protein ,Molecular Medicine ,Female ,Receptors, Chemokine ,Signal transduction ,Chemokines ,Primary Research ,Cytokine Receptor Binding ,Microsatellite Repeats ,Signal Transduction - Abstract
Background Age-related macular degeneration (AMD) is the most common, progressive, and polygenic cause of irreversible visual impairment in the world. The molecular pathogenesis of the primary events of AMD is poorly understood. We have investigated a transcriptome-wide analysis of differential gene expression, single-nucleotide polymorphisms (SNPs), indels, and simple sequence repeats (SSRs) in datasets of the human peripheral retina and RPE-choroid-sclera control and AMD. Methods and results Adaptors and unbiased components were removed and checked to ensure the quality of the data sets. Molecular function, biological process, cellular component, and pathway analyses were performed on differentially expressed genes. Analysis of the gene expression datasets identified 5011 upregulated genes, 11,800 downregulated genes, 42,016 SNPs, 1141 indels, and 6668 SRRs between healthy controls and AMD donor material. Enrichment categories for gene ontology included chemokine activity, cytokine activity, cytokine receptor binding, immune system process, and signal transduction respectively. A functional pathways analysis identified that chemokine receptors bind chemokines, complement cascade genes, and create cytokine signaling in immune system pathway genes (p value
- Published
- 2019
24. Placental Growth Factor Regulates the Pentose Phosphate Pathway and Antioxidant Defense Systems in Human Retinal Endothelial Cells
- Author
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Hu Huang, Anton Lennikov, and Madhu Sudhana Saddala
- Subjects
0301 basic medicine ,Placental growth factor ,Quantitative proteomics ,Biophysics ,Biology ,Proteomics ,Biochemistry ,Article ,Antioxidants ,Retina ,Transcriptome ,Adherens junction ,Pentose Phosphate Pathway ,03 medical and health sciences ,Western blot ,medicine ,Humans ,Placenta Growth Factor ,030102 biochemistry & molecular biology ,medicine.diagnostic_test ,Endothelial Cells ,Cell biology ,Endothelial stem cell ,030104 developmental biology ,Proteome ,Female - Abstract
The molecular mechanisms whereby placental growth factor (PlGF) mediates its effects in nonproliferative diabetic retinopathy (DR) are unknown. To better understand the role of PlGF in DR, we used tandem mass tags (TMT)-labeled quantitative proteomics to human retinal endothelial cells (HRECs), treated anti-PlGF antibody, and PBS as a control. Functional annotation and pathway enrichments were performed, which suggested that the differentially expressed proteins (DEPs) were involved in key metabolic processes, protein binding, and membrane, pentose phosphate pathway (PPP) and adherens junction. We conducted integrated gene profiles of our previously published transcriptomic data to the TMT-labeled proteomics data. The results showed the sixty genes were found to be changed at the proteome level. The functional annotation conducted for the sixty proteins suggested that 58.3% of proteins were involved in PPP, 25% of proteins were in interleukin-12 singling and 16.7% of proteins were involved in glycolysis and gluconeogenesis pathway. Mass spectrometry results were validated by transendothelial electrical resistance measurement by an electrical cell-impedance sensing (ECIS) and western blot analysis of VE-cadherin, G6PD. These findings suggest that the PPP proteins and antioxidants may act as a downstream target of PlGF and may play a decisive role in HREC biological functions in DR. SIGNIFICANCE: PlGF (Placental growth factor) is known to play a pivotal role in pathological angiogenesis and inflammation by stimulating endothelial cell migration and by recruiting pericytes and inflammatory cells such as microglia and macrophages. Despite the well-defined pathophysiological roles of PlGF, the underlying molecular and cellular mechanisms are not completely understood, especially the exact relationships between biochemical events and molecular pathways regulated by PlGF, whose inhibition exhibits a protective role in DR. This study provides new insights into protein expression patterns and enables the identification of many attractive candidates for investigation of PPP pathway role in the activation of the antioxidant defense system in DR. Our findings suggest that the PPP proteins and antioxidants (PRDX6, HMOX1, NQO1 and YES1) may act as downstream targets of PlGF and may play a decisive role in HREC biological functions in DR.
- Published
- 2020
25. Discovery of Small-Molecule Activators for Glucose-6-Phosphate Dehydrogenase (G6PD) Using Machine Learning Approaches
- Author
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Anton Lennikov, Madhu Sudhana Saddala, and Hu Huang
- Subjects
Drug Evaluation, Preclinical ,computer.software_genre ,lcsh:Chemistry ,Machine Learning ,Pentose Phosphate Pathway ,0302 clinical medicine ,X-Ray Diffraction ,Catalytic Domain ,Drug Discovery ,lcsh:QH301-705.5 ,Spectroscopy ,0303 health sciences ,Chemistry ,General Medicine ,Small molecule ,Glutathione ,Computer Science Applications ,Molecular Docking Simulation ,Cheminformatics ,030220 oncology & carcinogenesis ,docking ,Pharmacophore ,Oxidation-Reduction ,In silico ,Pentose phosphate pathway ,Glucosephosphate Dehydrogenase ,Machine learning ,Catalysis ,Article ,Inorganic Chemistry ,03 medical and health sciences ,Molecular descriptor ,Animals ,Humans ,Protein Interaction Domains and Motifs ,Physical and Theoretical Chemistry ,Molecular Biology ,030304 developmental biology ,Virtual screening ,business.industry ,Organic Chemistry ,Oxidative Stress ,ADMET ,Glucosephosphate Dehydrogenase Deficiency ,lcsh:Biology (General) ,lcsh:QD1-999 ,Docking (molecular) ,pharmacophore modeling ,Artificial intelligence ,business ,computer ,NADP ,G6PD - Abstract
Glucose-6-Phosphate Dehydrogenase (G6PD) is a ubiquitous cytoplasmic enzyme converting glucose-6-phosphate into 6-phosphogluconate in the pentose phosphate pathway (PPP). The G6PD deficiency renders the inability to regenerate glutathione due to lack of Nicotine Adenosine Dinucleotide Phosphate (NADPH) and produces stress conditions that can cause oxidative injury to photoreceptors, retinal cells, and blood barrier function. In this study, we constructed pharmacophore-based models based on the complex of G6PD with compound AG1 (G6PD activator) followed by virtual screening. Fifty-three hit molecules were mapped with core pharmacophore features. We performed molecular descriptor calculation, clustering, and principal component analysis (PCA) to pharmacophore hit molecules and further applied statistical machine learning methods. Optimal performance of pharmacophore modeling and machine learning approaches classified the 53 hits as drug-like (18) and nondrug-like (35) compounds. The drug-like compounds further evaluated our established cheminformatics pipeline (molecular docking and in silico ADMET (absorption, distribution, metabolism, excretion and toxicity) analysis). Finally, five lead molecules with different scaffolds were selected by binding energies and in silico ADMET properties. This study proposes that the combination of machine learning methods with traditional structure-based virtual screening can effectively strengthen the ability to find potential G6PD activators used for G6PD deficiency diseases. Moreover, these compounds can be considered as safe agents for further validation studies at the cell level, animal model, and even clinic setting.
- Published
- 2020
26. Transcriptome-Wide Analysis of CXCR5 Deficient Retinal Pigment Epithelial (RPE) Cells Reveals Molecular Signatures of RPE Homeostasis
- Author
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Hu Huang, Madhu Sudhana Saddala, Anthonny Mukwaya, and Anton Lennikov
- Subjects
Cell- och molekylärbiologi ,retinal pigment epithelium ,Medicine (miscellaneous) ,Mitochondrion ,Biology ,General Biochemistry, Genetics and Molecular Biology ,Article ,Transcriptome ,age-related macular degeneration ,CXCR5 ,EMT ,FoxO ,Mitochondria ,RNA-Seq ,gene ontology ,KEGG ,medicine ,Gene ,lcsh:QH301-705.5 ,Retinal pigment epithelium ,Autophagy ,Wild type ,Phenotype ,Cell biology ,medicine.anatomical_structure ,lcsh:Biology (General) ,Adipogenesis ,sense organs ,Cell and Molecular Biology - Abstract
Age-related macular degeneration (AMD) is the most common cause of irreversible blindness in the elderly population. In our previous studies, we found that deficiency of CXCR5 causes AMD-like pathological phenotypes in mice, characterized by abnormalities and dysfunction of the retinal pigment epithelium (RPE) cells. The abnormalities included abnormal cellular shape and impaired barrier function. In the present study, primary RPE cells were derived separately from CXCR5 knockout (KO) mice and from C57BL6 wild type (WT). The isolated primary cells were cultured for several days, and then total RNA was isolated and used for library preparation, sequencing, and the resultant raw data analyzed. Relative to the WT, a total of 1392 differentially expressed genes (DEG) were identified. Gene ontology analysis showed various biological processes, cellular components, and molecular functions were enriched. Pathway enrichment analysis revealed several pathways, including the PI3K-Akt signaling, mTOR signaling, FoxO, focal adhesion, endocytosis, ubiquitin-mediated proteolysis, TNF&alpha, NF-kB Signaling, adipogenesis genes, p53 signaling, Ras, autophagy, epithelial&ndash, mesenchymal transition (EMT), and mitochondrial pathway. This study explores molecular signatures associated with deficiency of CXCR5 in RPE cells. Many of these signatures are important for homeostasis of this tissue. The identified pathways and genes require further evaluation to better understand the pathophysiology of AMD.
- Published
- 2020
27. RNA-Seq reveals differential expression profiles and functional annotation of genes involved in retinal degeneration in Pde6c mutant Danio rerio
- Author
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Adam Bouras, Hu Huang, Anton Lennikov, and Madhu Sudhana Saddala
- Subjects
Retinal degeneration ,FastQC ,Light Signal Transduction ,genetic structures ,Trinity ,lcsh:QH426-470 ,lcsh:Biotechnology ,Neural degeneration ,Retina ,03 medical and health sciences ,Pde6c ,0302 clinical medicine ,lcsh:TP248.13-248.65 ,Gene expression ,Genetics ,medicine ,Animals ,Gene Regulatory Networks ,RNA-Seq ,KEGG ,Zebrafish ,Gene ,030304 developmental biology ,0303 health sciences ,Cyclic Nucleotide Phosphodiesterases, Type 6 ,Retinal pigment epithelium ,biology ,Retinal Degeneration ,Zebrafish Proteins ,biology.organism_classification ,medicine.disease ,Cell biology ,lcsh:Genetics ,medicine.anatomical_structure ,Mutation ,Gene ontology ,030217 neurology & neurosurgery ,Biotechnology ,Visual phototransduction ,Research Article - Abstract
Background Retinal degenerative diseases affect millions of people and represent the leading cause of vision loss around the world. Retinal degeneration has been attributed to a wide variety of causes, such as disruption of genes involved in phototransduction, biosynthesis, folding of the rhodopsin molecule, and the structural support of the retina. The molecular pathogenesis of the biological events in retinal degeneration is unclear; however, the molecular basis of the retinal pathological defect can be potentially determined by gene-expression profiling of the whole retina. In the present study, we analyzed the differential gene expression profile of the retina from a wild-type zebrafish and phosphodiesterase 6c (pde6c) mutant. Results The datasets were downloaded from the Sequence Read Archive (SRA), and adaptors and unbiased bases were removed, and sequences were checked to ensure the quality. The reads were further aligned to the reference genome of zebrafish, and the gene expression was calculated. The differentially expressed genes (DEGs) were filtered based on the log fold change (logFC) (±4) and p-values (p Conclusions Our data strongly indicate that, among these genes, the above-mentioned pathways’ genes as well as calcium-binding, neural damage, peptidase, immunological, and apoptosis proteins are mostly involved in the retinal and neural degeneration that cause abnormalities in photoreceptors or retinal pigment epithelium (RPE) cells.
- Published
- 2019
28. Ethyl phosphoramidates of acyclovir: design, synthesis, molecular docking (HN Protein), and evaluation of antiviral and antioxidant activities
- Author
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Madhu Sudhana Saddala, Subba Rao Devineni, Madhava Golla, Naga Raju Chamarthi, Janardhan Avilala, Thaslim Basha Shaik, and Narasimha Golla
- Subjects
0301 basic medicine ,chemistry.chemical_classification ,Antioxidant ,010405 organic chemistry ,Chemistry ,Stereochemistry ,medicine.medical_treatment ,Organic Chemistry ,01 natural sciences ,0104 chemical sciences ,Nitric oxide ,Amino acid ,03 medical and health sciences ,chemistry.chemical_compound ,030104 developmental biology ,Docking (molecular) ,medicine ,Phosphorylation ,HN Protein ,General Pharmacology, Toxicology and Pharmaceutics ,Selectivity ,IC50 - Abstract
Synthesis of a series of new ethyl phosphoramidates 9a–j of acyclovir through phosphorylation of hydroxy group followed by substitution of numerous amines/amino acid esters 7a–j was accomplished. The structures of newly synthesized compounds were elucidated by spectroscopic data such as IR, NMR (1H, 13C, and 31P) and mass spectrophotometery, and elemental analyses. The synthesized products were screened for their antiviral activity against Newcastle disease virus, antioxidant potency by α, α-diphenyl-β-picrylhydrazyl free radical scavenging and nitric oxide radical scavenging methods, and antioxidant capacity by Ferric reducing antioxidant power method. The compound bearing 1-hydroxy 2-butylamine, 9c and amino acid ester derivatives, bonded with leucine methyl ester 9h and tyrosine methyl ester 9j were found to be potent inhibiters of Newcastle disease virus than that of acyclovir drug. The compounds, 9c (IC50 value, 22.5 ± 1.00 μg/mL), 9i (IC50 value, 21.5 ± 1.00 μg/mL) and 9j (IC50 value, 19.0 ± 1.50 μg/mL) were exhibited promising antioxidant activity while other compounds displayed moderate to good antioxidant activity. Docking study using molecular docking environment into haemaglutinin–neuraminidase protein has been carried out to find the potential selectivity and binding orientation of these new compounds into protein binding site. Interestingly, all the title compounds except 9a and 9g docked well into HN protein with considerable binding affinities better than that of acyclovir drug.
- Published
- 2017
29. Pathway-Focused Gene Interaction Analysis Reveals the Regulation of TGFβ, Pentose Phosphate and Antioxidant Defense System by Placental Growth Factor in Retinal Endothelial Cell Functions: Implication in Diabetic Retinopathy
- Author
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Hu Huang, Lijuan Fan, Madhu Sudhana Saddala, Anthony Mukwaya, and Anton Lennikov
- Subjects
Placental growth factor ,0303 health sciences ,molecular_biology ,030302 biochemistry & molecular biology ,Blood–retinal barrier ,Retinal ,Diabetic retinopathy ,Pentose phosphate pathway ,medicine.disease ,3. Good health ,Cell biology ,Endothelial stem cell ,03 medical and health sciences ,chemistry.chemical_compound ,medicine.anatomical_structure ,chemistry ,Gene interaction ,medicine ,KEGG ,030304 developmental biology - Abstract
Placental growth factor (PlGF or PGF) is a member of the VEGF family, which is known to play a critical role in pathological angiogenesis, inflammation, and endothelial cell barrier function. However, the molecular mechanisms by which PlGF mediates its effects in non-proliferative diabetic retinopathy (DR) remain elusive. In this study, we performed transcriptome-wide profiling of differential gene expression for human retinal endothelial cells (HRECs) treated with PlGF antibody. The effect of antibody treatment on the samples was validated using trans-endothelial electric resistance (TEER), and western blot. A total of 3760 genes (1750 upregulated and 2010 downregulated) were found to be differentially expressed between the control and PlGF antibody treatment group. These differentially expressed genes (DEGs) were used for gene ontology and enrichment analysis to identify gene function, signal pathway, and interaction networks. The gene ontology results revealed that catalytic activity (GO:0003824) of molecular function, cell (GO:0005623) of the cellular component, and cellular process (GO:0009987) were among the most enriched biological processes. Pathways such as TGF-β, VEGF-VEGFR2, p53, apoptosis, pentose phosphate pathway, and ubiquitin-proteasome pathway, were among the most enriched, and TGF-β1 was identified as a primary upstream regulator. These data provide new insights into the underlying molecular mechanisms of PlGF in mediating biological functions, in relation to DR.
- Published
- 2019
30. RNA-Seq reveals differential expression profile and functional annotation of genes involved in retinal degeneration in Pde6c mutant Danio rerio
- Author
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Madhu Sudhana Saddala, Anton Lennikov, and Hu Huang
- Abstract
Retinal degenerative diseases affect millions of people and are the leading cause of vision loss. Retinal degeneration has been attributed to a wide variety of causes, such as disruption of genes that are involved in phototransduction, biosynthesis, folding of the rhodopsin molecule and the structural support of the retina. The molecular pathogenesis of the biological events in retinal degeneration is unclear. The molecular basis of the retinal pathologies defect can be potentially determined by gene-expression profiling of the whole retina. In the present study, we have analyzed the differential gene expression profile of retina from a wild-type zebrafish and pde6c mutant. The datasets were downloaded from the Sequence Read Archive (SRA), removed adaptors and unbiased bases and checked to ensure the quality. The reads were further aligned to the reference genome of zebrafish and calculated gene expression. The differentially expressed genes (DEGs) were filtered based on the FDR (±4) and p-values (p
- Published
- 2019
31. Nano silver particles catalyzed synthesis, molecular docking and bioactivity of α-thiazolyl aminomethylene bisphosphonates
- Author
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Mohan Gundluru, Maheshwara Reddy Nadiveedhi, P T S R K Prasada Rao, Madhu Sudhana Saddala, Suresh Reddy Cirandur, and Sreelakshmi Poola
- Subjects
Antifungal ,010405 organic chemistry ,medicine.drug_class ,Aryl ,Organic Chemistry ,Silver Nano ,010402 general chemistry ,01 natural sciences ,Biochemistry ,Combinatorial chemistry ,0104 chemical sciences ,Catalysis ,Inorganic Chemistry ,chemistry.chemical_compound ,chemistry ,medicine - Abstract
A new series of α-thiazolyl aminomethylene bisphosphonates were synthesized by a three component reaction of 4-aryl substituted thiazol-2-amine with different dialkyl/aryl phosphites and triethyl orthoformate in the presence of Ag NPs (nano particles) as a catalyst under solvent free conditions. All the synthesized target compounds were characterized by 1H, 13C, 31P, mass and elemental analysis. The target compounds were screened for their in vitro antioxidant, antibacterial and antifungal activity. Molecular docking studies were also performed. The results revealed that among the synthesized compounds tetramethyl(((4-(4-methoxyphenyl)thiazol-2-yl)amino) methylene)bis(phosphonate) (5d), tetramethyl(((4-(4-fluorophenyl)thiazol-2-yl)amino) methylene) bis(phosphonate) (5h), and tetramethyl(((4-(4-bromophenyl)thiazol-2-yl)amino)methylene) bis (phosphonate) (5j) showed remarkably higher antioxidant activity by DPPH and H2O2 than the standard ascorbic acid. Compounds tetramethyl(((4-phenyl thiazol-2-yl)amino) methylene) bis(phosphonate) (5a), 5d, 5h and tetraethyl(((4-(4-bromophenyl)thiazol-2-yl) amino)methylene)bis (phosphonate) (5k) showed good antibacterial activity. 5a, 5d, and 5h also showed rather higher antifungal activity than the standard flucanozole. Computational docking methods have been used to predict how several aminomethylene bisphosphonate derivatives compete against the inhibitor BPH-1330 at the crystal enzyme structure of the 4H3A protein active site and how R and R1 influence their binding ability.
- Published
- 2019
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32. 2-Amino-2,3-dihydro-1H-2λ5-[1,3,2]diazaphospholo[4,5-b]pyridin-2-one-based urea and thiourea derivatives: synthesis, molecular docking study and evaluation of anti-inflammatory and antimicrobial activities
- Author
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Balaji Meriga, Naga Raju Chamarthi, Usha Rani Asupathri, Madhu Sudhana Saddala, Subba Rao Devineni, and Madhava Golla
- Subjects
010405 organic chemistry ,Stereochemistry ,medicine.drug_class ,Organic Chemistry ,010402 general chemistry ,Antimicrobial ,01 natural sciences ,In vitro ,Anti-inflammatory ,0104 chemical sciences ,chemistry.chemical_compound ,Minimum inhibitory concentration ,Thiourea ,chemistry ,In vivo ,medicine ,Urea ,General Pharmacology, Toxicology and Pharmaceutics ,Conformational isomerism - Abstract
A series of new class of P-heterocycle encompassing urea and thiourea derivatives, N-(substitutedphenyl)-N′-(2-oxo-2,3-dihydro-1H-2λ5-[1,3,2]diazaphospholo[4,5-b]pyridin-2-yl)ureas 11a–e/thioureas 11f–k, was accomplished from the precursor intermediate, 2-amino-2,3-dihydro-1H-2λ5-[1,3,2]diazaphospholo[4,5-b]pyridin-2-one, 9. The compound 9 was obtained by cyclization of pyridine-2,3-diamine, 6 with POCl3 followed by amidation with NaNH2. The products were tested for their in vitro and in vivo anti-inflammatory activity, and in vitro antimicrobial activity including minimum inhibitory concentration. Compounds 11a, 11d and 11j exhibited comparable anti-inflammatory activity to the standard drug, diclofenac, both in in vitro and in vivo assays, which might be due to the presence of lipophilic functional groups, F, NO2 and CF3. The compounds 11c and 11j exhibited potential growth of inhibition against selected bacterial and fungal strains at lower minimum inhibitory concentrations, while most of the thiourea-linked analogues exhibited good antimicrobial activity. A molecular modelling study was performed on cyclooxygenase isoenzyme (COX-2) to investigate the hypothetical binding mode of the most active anti-inflammatory agents, and binding conformers were proposed.
- Published
- 2016
33. Proteomics reveals ablation of PlGF increases antioxidant and neuroprotective proteins in the diabetic mouse retina
- Author
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Hu Huang, Guei-Sheung Liu, Anton Lennikov, Shibo Tang, Madhu Sudhana Saddala, and Dennis J Grab
- Subjects
0301 basic medicine ,Placental growth factor ,Proteomics ,endocrine system ,lcsh:Medicine ,Inflammation ,Neuroprotection ,Article ,Antioxidants ,Retina ,03 medical and health sciences ,chemistry.chemical_compound ,Gene Knockout Techniques ,Mice ,0302 clinical medicine ,Insulin resistance ,GNAI2 ,Protein Interaction Mapping ,medicine ,Animals ,lcsh:Science ,Placenta Growth Factor ,Multidisciplinary ,Diabetic Retinopathy ,Chemistry ,lcsh:R ,medicine.disease ,3. Good health ,Cell biology ,Vascular endothelial growth factor ,030104 developmental biology ,lcsh:Q ,medicine.symptom ,GNB1 ,030217 neurology & neurosurgery ,hormones, hormone substitutes, and hormone antagonists - Abstract
Placental growth factor (PlGF or PGF), a member of the vascular endothelial growth factor (VEGF) sub-family, plays a crucial role in pathological angiogenesis and inflammation. However, the underlying molecular mechanisms that PlGF mediates regarding the complications of non-proliferative diabetic retinopathy (DR) remain elusive. Using an LC-MS/MS-based label-free quantification proteomic approach we characterized the alterations in protein expression caused by PlGF ablation in the retinas obtained from C57BL6, Akita, PlGF−/− and Akita.PlGF−/− mice. After extraction and enzymatic digestion with Trypsin/LysC, the retinal proteins were analyzed by Q-Exactive hybrid Quadrupole-Orbitrap mass spectrometry. Differentially expressed proteins (DEPs) were identified in four comparisons based on Z-score normalization and reproducibility by Pearson’s correlation coefficient. The gene ontology (GO), functional pathways, and protein-protein network interaction analysis suggested that several proteins involved in insulin resistance pathways (Gnb1, Gnb2, Gnb4, Gnai2, Gnao1, Snap2, and Gngt1) were significantly down-regulated in PlGF ablated Akita diabetic mice (Akita.PlGF−/− vs. Akita) but up-regulated in Akita vs. C57 and PlGF−/− vs. C57 conditions. Two proteins involved in the antioxidant activity and neural protection pathways, Prdx6 and Map2 respectively, were up-regulated in the Akita.PlGF−/− vs. Akita condition. Overall, we predict that down-regulation of proteins essential for insulin resistance, together with the up-regulation of antioxidant and neuroprotection proteins highlight and epitomize the potential mechanisms important for future anti-PlGF therapies in the treatment of DR.
- Published
- 2018
34. Small molecule tyrosine kinase inhibitors and pancreatic cancer-Trials and troubles
- Author
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Sujatha Peela, Ganji Purnachandra Nagaraju, Pallaval Veera Bramhachari, Mohammad Amjad Kamal, Madhu Sudhana Saddala, Nagendra Sastry Yarla, Bhaskar Venkata Kameswara Subrahmanya Lakkakula, Batoul Farran, and Saikrishna Lakkakula
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0301 basic medicine ,Cancer Research ,03 medical and health sciences ,0302 clinical medicine ,Pancreatic tumor ,Pancreatic cancer ,Antineoplastic Combined Chemotherapy Protocols ,Carcinoma ,Biomarkers, Tumor ,Medicine ,Animals ,Humans ,Molecular Targeted Therapy ,Protein Kinase Inhibitors ,Clinical Trials as Topic ,Neovascularization, Pathologic ,business.industry ,Cancer ,Standard of Care ,medicine.disease ,Small molecule ,Clinical trial ,Pancreatic Neoplasms ,030104 developmental biology ,Treatment Outcome ,Drug Resistance, Neoplasm ,030220 oncology & carcinogenesis ,Locally advanced disease ,Retreatment ,Cancer research ,business ,Tyrosine kinase ,Signal Transduction - Abstract
Pancreatic cancer (PC) is an aggressive carcinoma and the fourth cause of cancer deaths in Western countries. Although surgery is the most effective therapeutic option for PC, the management of unresectable, locally advanced disease is highly challenging. Our improved understanding of pancreatic tumor biology and associated pathways has led to the development of various treatment modalities that can control the metastatic spread of PC. This review intends to present trials of small molecule tyrosine kinase inhibitors (TKIs) in PC management and the troubles encountered due to inevitable acquired resistance to TKIs.
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- 2018
35. Discovery of small molecules through pharmacophore modeling, docking and molecular dynamics simulation against Plasmodium vivax Vivapain-3 (VP-3)
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Pradeepkiran Jangampalli Adi and Madhu Sudhana Saddala
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0301 basic medicine ,Molecular biology ,In silico ,Computational biology ,010402 general chemistry ,01 natural sciences ,Article ,03 medical and health sciences ,Molecular dynamics ,Homology modeling ,lcsh:Social sciences (General) ,lcsh:Science (General) ,Multidisciplinary ,Chemistry ,Small molecule ,0104 chemical sciences ,Pharmaceutical science ,030104 developmental biology ,Structural biology ,Docking (molecular) ,lcsh:H1-99 ,Pharmacophore ,PubChem ,lcsh:Q1-390 - Abstract
Vivapain-3(VP-3) protein is a family of cysteine rich proteases of malaria parasite is extensively reported to participate in a range of wide cellular processes including survival. VP-3 of plasmodium recognized as an attractive drug target in vector-borne diseases like malaria. In the present study we robust a homology model of VP-3 protein and generated the pharmacophore based models adapted to screen the best drug like compounds from PubChem database. Our results finds the fourteen best lead molecules were mapped with core pharmacophore features of VP-3 and top hits were further evaluated by molecular dynamics simulation and docking studies. Based on the molecular dynamics simulation and docking results and binding vicinity of ligand molecules, top five i.e., CID 74427945, CID 74427946, CID 360883, CID193721 and CID 51416859 showed the best docking scores with good molecular interactions against VP-3. Furthermore in silico ADMET and in vitro assays clearly exhibited that out of five three CID74427946, CID74427945 and CID360883 ligand molecules showed the best promising inhibition against VP-3. The present study believed to provide significant information of potential ligand inhibitors against VP-3 to design and develop the next generation malaria therapeutics through computational approach.
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- 2018
36. Molecular docking based screening of a simulated HIF-1 protein model for potential inhibitors
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Mundla Sri Latha and Madhu Sudhana Saddala
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0301 basic medicine ,Zinc database ,Chalcone ,Virtual screening ,MD simulations ,HIF-1 ,Homology modeling ,General Medicine ,Hypothesis ,Small molecule ,03 medical and health sciences ,chemistry.chemical_compound ,030104 developmental biology ,Protein structure ,chemistry ,Protein–ligand docking ,Biochemistry ,Docking (molecular) ,docking ,Transcription factor - Abstract
Hypoxia inducible factor-1(HIF-1) is a bHLH-family transcription factor that control genes involved in glucolysis, angiogenesis, migration, as well as invasion factors that are important for tumor progression and metastasis. HIF-1, a hetero dimer of HIF-1α and HIF-1β, binds to the hypoxia responsive genes, such as vascular endothelial growth factor (VEGF). It is one the molecular target for angiogenesis. A series of Chalcone - like compounds described that preferentially inhibit HIF-1 dimer, which can interact with amino acids within the active site of the protein. It is of interest model the HIF-1 dimer protein and protein was subjected to molecular dynamics simulations using NAMD 2.9 software with CHARMM27 force field in water and the protein structure was minimized with 25000 steps for 500 ps and simulation with 1000000 steps for 2ns. 2500 compounds were screened from Zinc database through structure based virtual screening with references to Chalcone natural drug compound. The screened compounds were docked into the active site of the protein using AutoDock Vina in PyRx Virtual screening tool. The docking result showed the compounds Zinc04280532, Zinc04280533, Zinc04280469, Zinc04280534, Zinc16405915, Zinc04277060, Zinc04280538, Zinc04582923, Zinc05280554 and Zinc05943723 have high binding affinities then query compound. The lead hit compounds were also testing for toxicity and bioavailability using Osiris and Molinspiration online server. The active site amino acids such as TYR-21, ASN-34, VAL-35, MET-18, LYS-17, SER-36, ARG- 46 and ARG-14 are key role in the inhibitors activity. This is useful in the design of small molecule therapeutics or the treatment of different abnormalities associated with impaired HIF-1α.
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- 2017
37. Novel 1, 4-dihydropyridines for L-type calcium channel as antagonists for cadmium toxicity
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Madhu Sudhana Saddala, Pradeepkiran Jangampalli Adi, Ramesh Kandimalla, Usha Rani Asupatri, Sainath Sri Bhashyam, and CIIMAR - Centro Interdisciplinar de Investigação Marinha e Ambiental
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0301 basic medicine ,Models, Molecular ,Dihydropyridines ,Calcium Channels, L-Type ,Apoptosis ,010402 general chemistry ,01 natural sciences ,Calcium in biology ,Article ,Cell Line ,03 medical and health sciences ,Catalytic Domain ,Animals ,Humans ,L-type calcium channel ,Calcium metabolism ,Multidisciplinary ,Voltage-dependent calcium channel ,Chemistry ,In vitro ,3. Good health ,0104 chemical sciences ,Rats ,Molecular Docking Simulation ,030104 developmental biology ,Biochemistry ,Docking (molecular) ,Structural Homology, Protein ,Specific activity ,Anticonvulsants ,Calcium ,Intracellular ,Cadmium - Abstract
The present study, we design and synthesize the novel dihydropyridine derivatives, i.e., 3 (a-e) and 5 (a-e) and evaluated, anticonvulsant activity. Initially due to the lacuna of LCC, we modeled the protein through modeller 9.15v and evaluated through servers. Docking studies were performed with the synthesized compounds and resulted two best compounds, i.e., 5a, 5e showed the best binding energies. The activity of intracellular Ca 2+ measurements was performed on two cell lines: A7r5 (rat aortic smooth muscle cells) and SH-SY5Y (human neuroblastoma cells). The 5a and 5e compounds was showing the more specific activity on L-type calcium channels, i.e. A7r5 (IC 50 = 0.18 ± 0.02 and 0.25 ± 0.63 μg/ml, respectively) (containing only L-type channels) than SH-SY5Y (i.e. both L-type and T-type channels) (IC 50 = 8 ± 0.23 and 10 ± 0.18 μg/ml, respectively) with intracellular calcium mobility similar to amlodipine. Finally, both in silico and in vitro results exploring two derivatives 5a and 5e succeeded to treat cadmium toxicity. © The Author(s) 2017. Author, Madhu Sudhana Saddala is especially grateful to University Grants Commission, New Delhi for their financial assistance with the award of BSR-Meritorious fellowship, One of the authors SBS is highly grateful to FCT, Portugal (SFRH / BPD / 81501/2011).
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- 2017
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38. Homology Modelling, Structure-Based Pharmacophore Modelling, High-Throughput Virtual Screening and Docking Studies of L-Type Calcium Channel for Cadmium Toxicity
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Madhu Sudhana Saddala and A. Usha Rani
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Virtual screening ,010405 organic chemistry ,Chemistry ,In silico ,Metal toxicity ,Computational biology ,Bioinformatics ,01 natural sciences ,0104 chemical sciences ,010404 medicinal & biomolecular chemistry ,Molecular dynamics ,Docking (molecular) ,L-type calcium channel ,Homology modeling ,Pharmacophore - Abstract
Cadmium (Cd) is a heavy metal present in air, water, soils and sediments. It is well known that long-term exposure to Cd causes various toxic effects in various organ systems such as cardiovascular, kidneys, liver, brain, lung, bones, immune/haemopoietic, endocrine and reproductive systems. Cd influx mediates voltage-gated L-type calcium channels (LCC) in excitable cells including mammalian neurons and also Cd uptake in non-excitable tissues. Therefore, LCC has been recognized as an attractive metal toxicity target. We construct a homology model of LCC in addition to the generated pharmacophore models then used to retrieve 50,500 molecules from Zinc database. There are 18 best reliable molecules mapped with core pharmacophore model of LCC. These hits were retrieved and further evaluated by molecular dynamics (MD) simulation, molecular docking and protein–ligand interactions, and binding affinity predictions as well as in silico ADMET properties were tested. Our work results focus on homology modelling, structure-based pharmacophore mapping, molecular docking, MD simulation, protein–ligand interactions and binding affinity predictions which were used in virtual screening strategy to spot new hits for blockade of LCC. Finally, the outcome results, priming the five best lead compounds, were expected to be the potential lead scaffolds for developing novel and potent blockers of LCC against metal toxicity.
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- 2017
39. Abstract 3398: Interaction of STAT proteins with genistein: A computational analysis
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Madhu Sudhana Saddala, Ganji Purnachandra Nagaraju, Bassel F. El-Rayes, Shipra Reddy Bethi, and Sneha Govardhanagiri
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Cancer Research ,Virtual screening ,biology ,Chemistry ,Protein Data Bank (RCSB PDB) ,SH2 domain ,stat ,Oncology ,Biochemistry ,STAT protein ,biology.protein ,STAT1 ,STAT2 ,STAT3 - Abstract
Background: Signal transducer and activator of transcription (STAT) proteins are a seven-member family of cytoplasmic proteins. A conserved SH2 domain facilitates STAT initiation by allowing binding to phosphotyrosine motifs for STAT-receptor interactions and STAT dimerization. STAT proteins (STAT1, STAT2 and STAT3) are promising targets for anti-cancer drugs, because irregular facilitation of STAT initiation may result in cancer, inflammation and auto-immunity. Methods: The crystal structure of the phosphotyrosine STAT1 and STAT3 dimers bound to DNA was obtained from a protein data bank (PDB), while STAT2 was modelled through Swiss-Model workspace by using 1YVL as a template. The stereochemical quality and integrity of STAT2 was tested by RAMPAGE server, ERRAT, ProSA, and Verify3D programs. The active sites were predicted using CASTp 3.0 with a new algorithm, which identifies and measures surface accessible pockets and interior inaccessible cavities on STAT1, STAT2, and STAT3. MD (molecular dynamics) simulation was conducted with STAT2 protein. Molecular Docking was used to predict the binding modes and approximate binding free energies of genistein to STAT1, STAT2 and STAT3 SH2 dimerization sites. Genistein was docked into the active site with AutoDock Vina in PyRx Virtual Screening tool. Results: Genistein showed best binding energies. The most successful binding energies were -5.6 (STAT1), -6.7 (STAT2), -6.3 (STAT3) kcal/mol respectively. The binding interactions of this compound with the active site of STAT proteins suggested that amino acid residues (Tyr631, Leu639, Tyr640, Glu643, His647, Met648, Gln649, Ile659, Met660 and LYS16) play a crucial role in anti-cancer activity. Conclusion: These observations increase the understanding of the functional role of STAT proteins in cancer and allow better development for additional druggable STAT inhibitors with high potency, specificity and outstanding bioavailability. Citation Format: Sneha Govardhanagiri, Shipra Reddy Bethi, Madhu Sudhana Saddala, Bassel F. El-Rayes, Ganji Purnachandra Nagaraju. Interaction of STAT proteins with genistein: A computational analysis [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 3398.
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- 2019
40. N-Phosphorylated Derivatives of 5-Nitroindazole as Antimicrobial and Antioxidant Agents and Docking Study Against DNA Gyrasea
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Shaik Thahir Basha, Chamarthi Naga Raju, Golla Madhava, Mundla Naga Lakshmi Devamma, Usha Rani Asupatri, S. K. Thaslim Basha, Devineni Subba Rao, and Madhu Sudhana Saddala
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Antioxidant ,Stereochemistry ,Chemistry ,medicine.medical_treatment ,Organic Chemistry ,Phosphoramidate ,Antimicrobial ,Biochemistry ,Inorganic Chemistry ,chemistry.chemical_compound ,5-nitroindazole ,Docking (molecular) ,medicine ,Organic chemistry ,Phosphorylation ,DNA ,ComputingMethodologies_COMPUTERGRAPHICS - Abstract
A series of new phosphoramidate derivatives 7a-l were synthesized by reacting 5-nitroindazole with 4-chlorophenyl dichlorophosphate (4), and then further with various bio-potent aromatic/hetero/alk...
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- 2015
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41. N-Phosphorylated Derivatives of 5-Nitroindazole as Antimicrobial and Antioxidant Agents and Docking Study Against DNA Gyrasea
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Devineni Subba Rao, Golla Madhava, Shaik Thahir Basha, Chamarthi Naga Raju, S. K. Thaslim Basha, Mundla Nagalakshmi Devamma, Madhu Sudhana Saddala, Usha Rani Asupatri, Devineni Subba Rao, Golla Madhava, Shaik Thahir Basha, Chamarthi Naga Raju, S. K. Thaslim Basha, Mundla Nagalakshmi Devamma, Madhu Sudhana Saddala, and Usha Rani Asupatri
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- 2015
- Full Text
- View/download PDF
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