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1.
Sci Rep ; 11(1): 21364, 2021 11 01.
Article in English | MEDLINE | ID: mdl-34725419

ABSTRACT

In response to UV irradiation, translesion DNA synthesis (TLS) utilizes specialized DNA polymerases to bypass replication-blocking lesions. In a well-established polymerase switch model, Polη is thought to be a preferred TLS polymerase to insert correct nucleotides across from the thymine dimer, and Rev1 plays a scaffold role through physical interaction with Polη and the Rev7 subunit of Polζ for continual DNA synthesis. Defective Polη causes a variant form of xeroderma pigmentosum (XPV), a disease with predisposition to sunlight-induced skin cancer. Previous studies revealed that expression of Rev1 alone is sufficient to confer enhanced UV damage tolerance in mammalian cells, which depends on its physical interaction with Polζ but is independent of Polη, a conclusion that appears to contradict current literature on the critical roles of Polη in TLS. To test a hypothesis that the Rev1 catalytic activity is required to backup Polη in TLS, we found that the Rev1 polymerase-dead mutation is synergistic with either Polη mutation or the Polη-interaction mutation in response to UV-induced DNA damage. On the other hand, functional complementation of polH cells by Polη relies on its physical interaction with Rev1. Hence, our studies reveal critical interactions between Rev1 and Polη in response to UV damage.


Subject(s)
DNA Damage/radiation effects , DNA-Directed DNA Polymerase/genetics , Nucleotidyltransferases/genetics , Ultraviolet Rays/adverse effects , DNA-Directed DNA Polymerase/metabolism , Genomic Instability/radiation effects , HEK293 Cells , Humans , Mutation/radiation effects , Nucleotidyltransferases/metabolism , Protein Interaction Maps/radiation effects
2.
Physiol Genomics ; 53(3): 85-98, 2021 03 01.
Article in English | MEDLINE | ID: mdl-33522389

ABSTRACT

Radiation therapy for head and neck cancer causes damage to the surrounding salivary glands, resulting in salivary gland hypofunction and xerostomia. Current treatments do not provide lasting restoration of salivary gland function following radiation; therefore, a new mechanistic understanding of the radiation-induced damage response is necessary for identifying therapeutic targets. The purpose of the present study was to investigate the metabolic phenotype of radiation-induced damage in parotid salivary glands by integrating transcriptomic and metabolomic data. Integrated data were then analyzed to identify significant gene-metabolite interactions. Mice received a single 5 Gy dose of targeted head and neck radiation. Parotid tissue samples were collected 5 days following treatment for RNA sequencing and metabolomics analysis. Altered metabolites and transcripts significantly converged on a specific region in the metabolic reaction network. Both integrative pathway enrichment using rank-based statistics and network analysis highlighted significantly coordinated changes in glutathione metabolism, energy metabolism (TCA cycle and thermogenesis), peroxisomal lipid metabolism, and bile acid production with radiation. Integrated changes observed in energy metabolism suggest that radiation induces a mitochondrial dysfunction phenotype. These findings validated previous pathways involved in the radiation-damage response, such as altered energy metabolism, and identified robust signatures in salivary glands, such as reduced glutathione metabolism, that may be driving salivary gland dysfunction.


Subject(s)
Gene Expression Profiling/methods , Head and Neck Neoplasms/radiotherapy , Metabolomics/methods , Radiation Injuries, Experimental/genetics , Salivary Glands/radiation effects , Animals , Gene Regulatory Networks/radiation effects , Humans , Mice , Protein Interaction Maps/genetics , Protein Interaction Maps/radiation effects , Radiation Injuries, Experimental/metabolism , Salivary Glands/metabolism , Salivary Glands/physiopathology , Signal Transduction/genetics , Signal Transduction/radiation effects , Xerostomia/genetics , Xerostomia/metabolism , Xerostomia/physiopathology
3.
Dis Markers ; 2020: 9369341, 2020.
Article in English | MEDLINE | ID: mdl-32626543

ABSTRACT

BACKGROUND: Thyroid carcinoma (THCA) is one of the most common malignancies of the endocrine system, which is usually treated by surgery combined with iodine-131 (I131) radiotherapy. AIMS: This study is aimed at exploring the potential targets of I131 radiotherapy in THCA. METHODS: The RNA-sequencing data of THCA in The Cancer Genome Atlas database (including 568 THCA samples) was downloaded. The differentially expressed genes (DEGs) between the tumour samples whether or not subjected to I131 radiotherapy were identified using edgeR package. Using the WGCNA package, the module that was relevant with I131 radiotherapy was selected. The intersection genes of the hub module nodes and the DEGs were obtained as hub genes, followed by the function and pathway enrichment analyses using the clusterProfiler package. Moreover, the protein-protein interaction (PPI) network for the hub genes was constructed using Cytoscape software. In addition, more important hub genes were analysed with function mining using the GenCLiP2 online tool. The qPCR analysis was used to verify the mRNA expression of more important hub genes in THCA tissues. RESULTS: There were 500 DEGs (167 upregulated and 333 downregulated) between the two groups. WGCNA analysis showed that the green module (428 nodes) exhibited the most significant correlation with I131 radiotherapy. A PPI network was built after the identification of 53 hub genes. In the PPI network, CDH5, KDR, CD34, FLT4, EMCN, FLT1, ROBO4, PTPRB, and CD93 exhibited higher degrees, which were mainly implicated in the vascular function. The relative expression of nine mRNAs in the THCA tissues treated with I131 was lower. CONCLUSION: I131 radiotherapy might exert therapeutic effects by targeting CDH5, KDR, CD34, FLT4, EMCN, FLT1, ROBO4, PTPRB, and CD93 in THCA patients.


Subject(s)
Computational Biology/methods , Gene Regulatory Networks/radiation effects , Iodine Radioisotopes/administration & dosage , Thyroid Neoplasms/radiotherapy , Data Mining , Databases, Genetic , Gene Expression Profiling , Gene Expression Regulation, Neoplastic/radiation effects , Humans , Iodine Radioisotopes/pharmacology , Protein Interaction Maps/radiation effects , Sequence Analysis, RNA , Thyroid Neoplasms/genetics
4.
Int J Radiat Biol ; 96(8): 1060-1067, 2020 08.
Article in English | MEDLINE | ID: mdl-32412317

ABSTRACT

Purpose: Radiotherapy (RT) is one of the major treatments of cervical cancer. Although the prognosis of clinical cervical cancer becomes better in recent years, some patients still suffer from the recurrence and metastasis. Insufficiency of glucose and oxygen supply could increase the radioresistance of cervical cancer cells through regulating hypoxia-inducible factor 1 (HIF-1) in tumor microenvironment and glucose metabolism. And, berberine can regulate HIF-1. However, how berberine regulates tumor microenvironment and radioresistance through HIF-1 remains to be elucidated.Materials and methods: The human HeLa cervical cancer cells were treated with berberine and radiation under the high and low concentrations of glucose and oxygen, respectively. The survival of cells was tested by CCK-8 assay and colony formation assay. We investigated the PI3K- and IDH3α-related pathway molecules that may regulate HIF-1α by qPCR and western blot. Differentially expressed genes (DEGs) were identified by integrating five related cohort profile datasets. Protein-protein interaction (PPI) network analyses of DEGs related to HIF-1α were conducted by using the STRING database and Cytoscape software.Results: Berberine dramatically damaged HeLa cells under hypoxic and low-glucose conditions compared with the normoxic and high-glucose conditions. The clonogenic assay indicated that the application of berberine decreased the number of colony counts compared to the negative control. Low doses of berberine might decrease the level of phospho-PI3K and HIF-1α under the nutrient-deprived conditions. Moreover, we found that most of the differentially expressed genes which were related to CDKN1B were the downstream molecules regulated by HIF-1α.Conclusion: The results indicated that berberine could dramatically overcome the low-glucose and hypoxia-induced radioresistance. And the regulation berberine on nutrition-deficient conditions might involve in PI3K/HIF-1 pathway. Thus, the interference of glucose metabolism by berberine might be an attractive method to eliminate radioresistant cells and improve radiotherapy efficacy.


Subject(s)
Berberine/pharmacology , Hypoxia-Inducible Factor 1/metabolism , Nutrients/pharmacology , Phosphatidylinositol 3-Kinases/metabolism , Radiation Tolerance/drug effects , Signal Transduction/drug effects , Uterine Cervical Neoplasms/pathology , Apoptosis/drug effects , Cyclin-Dependent Kinase Inhibitor p27/metabolism , Dose-Response Relationship, Drug , Female , HeLa Cells , Humans , Protein Interaction Maps/drug effects , Protein Interaction Maps/radiation effects , Signal Transduction/radiation effects , Transcription, Genetic/drug effects , Transcription, Genetic/radiation effects , Tumor Hypoxia/drug effects , Tumor Hypoxia/radiation effects
5.
Int J Radiat Biol ; 96(6): 748-758, 2020 06.
Article in English | MEDLINE | ID: mdl-32149567

ABSTRACT

Purpose: Simple, rapid and high-throughput dose assessment is critical for clinical diagnosis, treatment and emergency intervention in a large-scale radiological accident. The goal of this study is to screen and identify new ionizing radiation-responsive protein biomarkers in rat plasma.Materials and methods: Sprague-Dawley rats were exposed to single doses of 0, 1, 3, 5 Gy of Cobalt-60 γ-rays total body irradiation at a dose rate of 1 Gy/min. The tandem mass tag labeling (TMT) combined with liquid chromatography mass spectrometry (LC-MS/MS) approach was used to screen the differentially expressed proteins in rat plasma collected at 1, 3, 5 and 7 days post-irradiation. Bioinformatics analysis was conducted to explore the biological functions of these proteins. The expression levels of candidate radiation-sensitive protein biomarkers were confirmed using enzyme-linked immune-sorbent assay (ELISA).Results: A total of 503 differentially expressed proteins were identified. Most of these proteins were implicated in immune response, phagocytosis and signal transduction following ionizing radiation. Five up-regulated proteins including alpha-2-macroglobulin (A2m), chromogranin-A (CHGA), glutathione pertidase 3 (GPX3), clusterin (Clu) and ceruloplasmin (Cp) were selected for ELISA analysis. It was found that the expression levels of A2m, CHGA and GPX3 protein were increased in a dose-dependent manner at 1, 3 and 5 days after irradiation.Conclusion: Proteomics analysis revealed radiation-induced differentially expressed proteins in rat plasma. Our results suggested that A2m, CHGA, GPX3 protein expressions alterations in rat plasma may have potential as biomarkers to evaluate radiation exposure.


Subject(s)
Blood Proteins/metabolism , Gamma Rays/adverse effects , Gene Expression Regulation/radiation effects , Animals , Biomarkers/blood , Blood Proteins/genetics , Gene Ontology , Protein Interaction Maps/radiation effects , Rats , Rats, Sprague-Dawley
6.
J Cancer Res Ther ; 16(7): 1596-1602, 2020.
Article in English | MEDLINE | ID: mdl-33565505

ABSTRACT

PURPOSE: It is not yet verified whether incomplete radiofrequency ablation (iRFA) induces tumor progression and hypoxia related to tumor dormancy. This study showed the relationship between iRFA and tumor dormancy. MATERIALS AND METHODS: To identify the candidate genes in the control and iRFA-treated colon cancer cells, microarray datasets GSE138224 were downloaded from Gene Expression Omnibus database. Using NetworkAnalyst, the differentially expressed genes (DEGs) were identified, function enrichment analyses were performed, and the protein-protein interaction (PPI) network and key PPI network were constructed. RESULTS: A total of 656 DEGs were identified, comprising 637 downregulated and 19 upregulated genes. The enriched functions and pathways of the upregulated DEGs include an immune effector process, regulation of tyrosine phosphorylation of signal transducer and activator of transcription (STAT) protein, tyrosine phosphorylation of STAT protein, JAK-STAT cascade, and regulating JAK-STAT cascade, and CCL5 gene participated in regulating the JAK-STAT signaling pathway. The downregulated DEGs were mainly enriched in extracellular matrix-receptor interaction, PI3K-Akt signaling, Wnt signaling, transforming growth factor-beta signaling, and mitogen-activated protein kinase signaling pathways. There are three key PPI networks of DEGs (degree ≥10 and hub genes >3). The dormancy-related genes Bmp4 and Ccl5 were regarded as hub genes in the PPI network with Bmp4 as a downregulated gene and CCL5 as an upregulated gene. CONCLUSION: The identified DEGs and function enrichment analyses in this study aid the understanding of molecular mechanisms underlying the relationship between iRFA and tumor dormancy.


Subject(s)
Biomarkers, Tumor/genetics , Colonic Neoplasms/surgery , Gene Expression Regulation, Neoplastic/radiation effects , Radiofrequency Ablation/adverse effects , Colonic Neoplasms/genetics , Colonic Neoplasms/pathology , Computational Biology , Datasets as Topic , Disease Progression , Gene Expression Profiling , Humans , Oligonucleotide Array Sequence Analysis , Protein Interaction Mapping , Protein Interaction Maps/genetics , Protein Interaction Maps/radiation effects , Radio Waves/adverse effects , Signal Transduction/genetics , Signal Transduction/radiation effects , Up-Regulation/radiation effects
7.
Cell Rep ; 25(13): 3869-3883.e4, 2018 12 26.
Article in English | MEDLINE | ID: mdl-30590055

ABSTRACT

Eukaryotic cells use copious measures to ensure accurate duplication of the genome. Various genotoxic agents pose threats to the ongoing replication fork that, if not efficiently dealt with, can result in replication fork collapse. It is unknown how replication fork is precisely controlled and regulated under different conditions. Here, we examined the complexity of replication fork composition upon DNA damage by using a PCNA-based proteomic screen to uncover known and unexplored players involved in replication and replication stress response. We used camptothecin or UV radiation, which lead to fork-blocking lesions, to establish a comprehensive proteomics map of the replisome under such replication stress conditions. We identified and examined two potential candidate proteins WIZ and SALL1 for their roles in DNA replication and replication stress response. In addition, our unbiased screen uncovered many prospective candidate proteins that help fill the knowledge gap in understanding chromosomal DNA replication and DNA repair.


Subject(s)
DNA Damage , DNA-Directed DNA Polymerase/metabolism , Multienzyme Complexes/metabolism , Proliferating Cell Nuclear Antigen/metabolism , Protein Interaction Maps , Camptothecin/pharmacology , DNA Replication/drug effects , DNA Replication/radiation effects , HEK293 Cells , Humans , Kruppel-Like Transcription Factors/metabolism , Protein Interaction Maps/drug effects , Protein Interaction Maps/radiation effects , Proteome/metabolism , S Phase/drug effects , S Phase/radiation effects , Stress, Physiological/drug effects , Stress, Physiological/radiation effects , Substrate Specificity/drug effects , Substrate Specificity/radiation effects , Ultraviolet Rays
8.
PLoS One ; 12(11): e0186806, 2017.
Article in English | MEDLINE | ID: mdl-29155820

ABSTRACT

Ultraviolet (UV) irradiation is a common form of DNA damage that can cause pyrimidine dimers between DNA, which can cause gene mutations, even double-strand breaks and threaten genome stability. If DNA repair systems default their roles at this stage, the organism can be damaged and result in disease, especially cancer. To better understand the cellular response to this form of damage, we applied highly sensitive mass spectrometry to perform comparative proteomics of phosphorylation in HeLa cells. A total of 4367 phosphorylation sites in 2100 proteins were identified, many of which had not been reported previously. Comprehensive bioinformatics analysis revealed that these proteins were involved in many important biological processes, including signaling, localization and cell cycle regulation. The nuclear pore complex, which is very important for RNA transport, was changed significantly at phosphorylation level, indicating its important role in response to UV-induced cellular stress. Protein-protein interaction network analysis and DNA repair pathways crosstalk were also examined in this study. Proteins involved in base excision repair, nucleotide repair and mismatch repair changed their phosphorylation pattern in response to UV treatment, indicating the complexity of cellular events and the coordination of these pathways. These systematic analyses provided new clues of protein phosphorylation in response to specific DNA damage, which is very important for further investigation. And give macroscopic view on an overall phosphorylation situation under UV radiation.


Subject(s)
DNA Damage/radiation effects , DNA Repair/radiation effects , Pyrimidine Dimers/radiation effects , HeLa Cells/radiation effects , Humans , Mass Spectrometry , Phosphorylation/radiation effects , Protein Interaction Maps/radiation effects , Ultraviolet Rays
9.
Biochem Biophys Res Commun ; 492(1): 67-73, 2017 10 07.
Article in English | MEDLINE | ID: mdl-28807828

ABSTRACT

The identification of protein-protein interaction networks in living cells is becoming increasingly fundamental to elucidate main biological processes and to understand disease molecular bases on a system-wide level. We recently described a method (LUCK, Laser UV Cross-linKing) to cross-link interacting protein surfaces in living cells by UV laser irradiation. By using this innovative methodology, that does not require any protein modification or cell engineering, here we demonstrate that, upon UV laser irradiation of HeLa cells, a direct interaction between GAPDH and alpha-enolase was "frozen" by a cross-linking event. We validated the occurrence of this direct interaction by co-immunoprecipitation and Immuno-FRET analyses. This represents a proof of principle of the LUCK capability to reveal direct protein interactions in their physiological environment.


Subject(s)
Glyceraldehyde 3-Phosphate Dehydrogenase (NADP+)/chemistry , Lasers , Phosphopyruvate Hydratase/chemistry , Protein Interaction Mapping/methods , Protein Interaction Maps/radiation effects , Ultraviolet Rays , Fluorescence Resonance Energy Transfer , Glyceraldehyde 3-Phosphate Dehydrogenase (NADP+)/metabolism , HeLa Cells , Humans , Immunoprecipitation , Mass Spectrometry , Molecular Docking Simulation , Phosphopyruvate Hydratase/metabolism , Protein Binding/radiation effects , Time Factors
10.
Mol Cell Proteomics ; 16(3): 485-501, 2017 03.
Article in English | MEDLINE | ID: mdl-28096192

ABSTRACT

Globally expected changes in environmental conditions, especially the increase of UV irradiation, necessitate extending our knowledge of the mechanisms mediating tree species adaptation to this stress. This is crucial for designing new strategies to maintain future forest productivity. Studies focused on environmentally realistic dosages of UV irradiation in forest species are scarce. Pinus spp. are commercially relevant trees and not much is known about their adaptation to UV. In this work, UV treatment and recovery of Pinus radiata plants with dosages mimicking future scenarios, based on current models of UV radiation, were performed in a time-dependent manner. The combined metabolome and proteome analysis were complemented with measurements of + physiological parameters and gene expression. Sparse PLS analysis revealed complex molecular interaction networks of molecular and physiological data. Early responses prevented phototoxicity by reducing photosystem activity and the electron transfer chain together with the accumulation of photoprotectors and photorespiration. Apart from the reduction in photosynthesis as consequence of the direct UV damage on the photosystems, the primary metabolism was rearranged to deal with the oxidative stress while minimizing ROS production. New protein kinases and proteases related to signaling, coordination, and regulation of UV stress responses were revealed. All these processes demonstrate a complex molecular interaction network extending the current knowledge on UV-stress adaptation in pine.


Subject(s)
Adaptation, Physiological/radiation effects , Metabolomics/methods , Pinus/radiation effects , Plant Proteins/metabolism , Proteomics/methods , Gene Expression Regulation, Plant/radiation effects , Oxidative Stress , Photosynthesis/radiation effects , Pinus/metabolism , Plant Leaves/metabolism , Plant Leaves/radiation effects , Plant Proteins/radiation effects , Protein Interaction Maps/radiation effects , Radiation Dosage , Time Factors
11.
Mutat Res ; 795: 15-26, 2017 01.
Article in English | MEDLINE | ID: mdl-28088539

ABSTRACT

Space radiation and microgravity are recognized as primary and inevitable risk factors for humans traveling in space, but the reports regarding their synergistic effects remain inconclusive and vary across studies due to differences in the environmental conditions and intrinsic biological sensitivity. Thus, we studied the synergistic effects on transcriptional changes in the global genome and DNA damage response (DDR) by using dys-1 mutant and ced-1 mutant of C. elegans, which respectively presented microgravity-insensitivity and radiosensitivity when exposure to spaceflight condition (SF) and space radiation (SR). The dys-1 mutation induced similar transcriptional changes under both conditions, including the transcriptional distribution and function of altered genes. The majority of alterations were related to metabolic shift under both conditions, including transmembrane transport, lipid metabolic processes and proteolysis. Under SF and SR conditions, 12/14 and 10/13 altered pathways, respectively, were both grouped in the metabolism category. Out of the 778 genes involved in DDR, except eya-1 and ceh-34, 28 altered genes in dys-1 mutant showed no predicted protein interactions, or anti-correlated miRNAs during spaceflight. The ced-1 mutation induced similar changes under SF and SR; however, these effects were stronger than those of the dys-1 mutant. The additional genes identified were related to phosphorous/phosphate metabolic processes and growth rather than, metabolism, especially for environmental information processing under SR. Although the DDR profiles were significantly changed under both conditions, the ced-1 mutation favored DNA repair under SF and apoptosis under SR. Notably, 37 miRNAs were predicted to be involved in the DDR. Our study indicates that, the dys-1 mutation reduced the transcriptional response to SF, and the ced-1 mutation increased the response to SR, when compared with the wild type C. elegans. Although some effects were due to radiosensitivity, microgravity, depending on the dystrophin, exerts predominant effects on transcription in C. elegans during short-duration spaceflight.


Subject(s)
Caenorhabditis elegans/genetics , Cosmic Radiation , DNA Damage , Gravity Sensing/genetics , Radiation Tolerance/genetics , Space Flight , Weightlessness/adverse effects , Animals , Animals, Genetically Modified , Caenorhabditis elegans/radiation effects , Caenorhabditis elegans Proteins/genetics , Dystrophin/genetics , Gravity Sensing/radiation effects , Larva , Membrane Proteins/genetics , Microarray Analysis , Protein Interaction Maps/radiation effects , Radiation Dosage , Real-Time Polymerase Chain Reaction , Transcriptome/radiation effects
12.
Mol Cell Proteomics ; 14(8): 2243-60, 2015 Aug.
Article in English | MEDLINE | ID: mdl-26091701

ABSTRACT

The circadian clock provides adaptive advantages to an organism, resulting in increased fitness and survival. The phosphorylation events that regulate circadian-dependent signaling and the processes which post-translationally respond to clock-gated signals are largely unknown. To better elucidate post-translational events tied to the circadian system we carried out a survey of circadian-regulated protein phosphorylation events in Arabidopsis seedlings. A large-scale mass spectrometry-based quantitative phosphoproteomics approach employing TiO2-based phosphopeptide enrichment techniques identified and quantified 1586 phosphopeptides on 1080 protein groups. A total of 102 phosphopeptides displayed significant changes in abundance, enabling the identification of specific patterns of response to circadian rhythms. Our approach was sensitive enough to quantitate oscillations in the phosphorylation of low abundance clock proteins (early flowering4; ELF4 and pseudoresponse regulator3; PRR3) as well as other transcription factors and kinases. During constant light, extensive cyclic changes in phosphorylation status occurred in critical regulators, implicating direct or indirect regulation by the circadian system. These included proteins influencing transcriptional regulation, translation, metabolism, stress and phytohormones-mediated responses. We validated our analysis using the elf4-211 allele, in which an S45L transition removes the phosphorylation herein identified. We show that removal of this phosphorylatable site diminishes interaction with early flowering3 (ELF3), a key partner in a tripartite evening complex required for circadian cycling. elf4-211 lengthens period, which increases with increasing temperature, relative to the wild type, resulting in a more stable temperature compensation of circadian period over a wider temperature range.


Subject(s)
Arabidopsis/metabolism , Arabidopsis/physiology , Circadian Clocks , Circadian Rhythm , Phosphoproteins/metabolism , Proteomics/methods , Signal Transduction , Amino Acid Motifs , Amino Acid Sequence , Aquaporins/metabolism , Arabidopsis/genetics , Arabidopsis/radiation effects , Arabidopsis Proteins/chemistry , Arabidopsis Proteins/genetics , Arabidopsis Proteins/metabolism , Circadian Clocks/radiation effects , Circadian Rhythm/radiation effects , Cluster Analysis , Databases, Protein , Gene Expression Regulation, Plant/radiation effects , Gene Ontology , Light , Metabolic Networks and Pathways/radiation effects , Molecular Sequence Data , Phosphopeptides/metabolism , Phosphoproteins/chemistry , Phosphorylation/radiation effects , Protein Biosynthesis/radiation effects , Protein Interaction Maps/radiation effects , RNA, Messenger/genetics , RNA, Messenger/metabolism , Signal Transduction/radiation effects
13.
BMC Res Notes ; 8: 170, 2015 Apr 29.
Article in English | MEDLINE | ID: mdl-25925987

ABSTRACT

BACKGROUND: Ultraviolet radiations (UV) serve as an environmental stress for human skin, and result in melanogenesis, with the pigment melanin having protective effects against UV induced damage. This involves a dynamic and complex regulation of various biological processes that results in the expression of melanin in the outer most layers of the epidermis, where it can exert its protective effect. A comprehensive understanding of the underlying cross talk among different signalling molecules and cell types is only possible through a systems perspective. Increasing incidences of both melanoma and non-melanoma skin cancers necessitate the need to better comprehend UV mediated effects on skin pigmentation at a systems level, so as to ultimately evolve knowledge-based strategies for efficient protection and prevention of skin diseases. METHODS: A network model for UV-mediated skin pigmentation in the epidermis was constructed and subjected to shortest path analysis. Virtual knock-outs were carried out to identify essential signalling components. RESULTS: We describe a network model for UV-mediated skin pigmentation in the epidermis. The model consists of 265 components (nodes) and 429 directed interactions among them, capturing the manner in which one component influences the other and channels information. Through shortest path analysis, we identify novel signalling pathways relevant to pigmentation. Virtual knock-outs or perturbations of specific nodes in the network have led to the identification of alternate modes of signalling as well as enabled determining essential nodes in the process. CONCLUSIONS: The model presented provides a comprehensive picture of UV mediated signalling manifesting in human skin pigmentation. A systems perspective helps provide a holistic purview of interconnections and complexity in the processes leading to pigmentation. The model described here is extensive yet amenable to expansion as new data is gathered. Through this study, we provide a list of important proteins essential for pigmentation which can be further explored to better understand normal pigmentation as well as its pathologies including vitiligo and melanoma, and enable therapeutic intervention.


Subject(s)
Signal Transduction , Skin Pigmentation , Systems Analysis , Humans , Models, Biological , Protein Interaction Maps/radiation effects , Signal Transduction/radiation effects , Skin/pathology , Skin/radiation effects , Skin Pigmentation/radiation effects , Ultraviolet Rays
14.
Toxicol Appl Pharmacol ; 285(1): 1-11, 2015 May 15.
Article in English | MEDLINE | ID: mdl-25655199

ABSTRACT

The goal of this study was to define pathways regulated by low dose radiation to understand how biological systems respond to subtle perturbations in their environment and prioritize pathways for human health assessment. Using an in vitro 3-D human full thickness skin model, we have examined the temporal response of dermal and epidermal layers to 10 cGy X-ray using transcriptomic, proteomic, phosphoproteomic and metabolomic platforms. Bioinformatics analysis of each dataset independently revealed potential signaling mechanisms affected by low dose radiation, and integrating data shed additional insight into the mechanisms regulating low dose responses in human tissue. We examined direct interactions among datasets (top down approach) and defined several hubs as significant regulators, including transcription factors (YY1, MYC and CREB1), kinases (CDK2, PLK1) and a protease (MMP2). These data indicate a shift in response across time - with an increase in DNA repair, tissue remodeling and repression of cell proliferation acutely (24-72h). Pathway-based integration (bottom up approach) identified common molecular and pathway responses to low dose radiation, including oxidative stress, nitric oxide signaling and transcriptional regulation through the SP1 factor that would not have been identified by the individual data sets. Significant regulation of key downstream metabolites of nitrative stress was measured within these pathways. Among the features identified in our study, the regulation of MMP2 and SP1 was experimentally validated. Our results demonstrate the advantage of data integration to broadly define the pathways and networks that represent the mechanisms by which complex biological systems respond to perturbation.


Subject(s)
Fibroblasts/radiation effects , High-Throughput Screening Assays , Keratinocytes/radiation effects , Radiation Dosage , Skin/radiation effects , Systems Biology , Cells, Cultured , Coculture Techniques , Fibroblasts/metabolism , Fibroblasts/pathology , Gene Expression Regulation/radiation effects , Gene Regulatory Networks/radiation effects , Genomics , Homeostasis , Humans , Infant, Newborn , Keratinocytes/metabolism , Keratinocytes/pathology , Male , Metabolomics , Oxidative Stress/radiation effects , Phosphoproteins/metabolism , Protein Interaction Maps/radiation effects , Proteomics , Signal Transduction/radiation effects , Skin/metabolism , Skin/pathology , Systems Biology/methods , Time Factors
15.
BMC Bioinformatics ; 15 Suppl 7: S5, 2014.
Article in English | MEDLINE | ID: mdl-25077716

ABSTRACT

BACKGROUND: Inference of gene regulatory networks (GRNs) from gene microarray expression data is of great interest and remains a challenging task in systems biology. Despite many efforts to develop efficient computational methods, the successful modeling of GRNs thus far has been quite limited. To tackle this problem, we propose a novel framework to reconstruct radio-responsive GRNs based on the graphical lasso algorithm. In our attempt to study radiosensitivity, we reviewed the literature and analyzed two publicly available gene microarray datasets. The graphical lasso algorithm was applied to expression measurements for genes commonly found to be significant in these different analyses. RESULTS: Assuming that a protein-protein interaction network obtained from a reliable pathway database is a gold-standard network, a comparison between the networks estimated by the graphical lasso algorithm and the gold-standard network was performed. Statistically significant p-values were achieved when comparing the gold-standard network with networks estimated from one microarray dataset and when comparing the networks estimated from two microarray datasets. CONCLUSION: Our results show the potential to identify new interactions between genes that are not present in a curated database and GRNs using microarray datasets via the graphical lasso algorithm.


Subject(s)
Algorithms , Gene Regulatory Networks , Neoplasms/radiotherapy , Protein Interaction Maps/radiation effects , Cell Line, Tumor , Databases, Genetic , Gene Expression Profiling/methods , Humans , Neoplasms/genetics , Radiation Tolerance
16.
Radiat Environ Biophys ; 52(4): 451-61, 2013 Nov.
Article in English | MEDLINE | ID: mdl-23880982

ABSTRACT

Epidemiological studies establish that children and young adults are especially susceptible to radiation-induced cardiovascular disease (CVD). The biological mechanisms behind the elevated CVD risk following exposure at young age remain unknown. The present study aims to elucidate the long-term effects of ionizing radiation by studying the murine cardiac proteome after exposure to low and moderate radiation doses. NMRI mice received single doses of total body (60)Co gamma-irradiation on postnatal day 10 and were sacrificed 7 months later. Changes in cardiac protein expression were quantified using isotope-coded protein label and tandem mass spectrometry. We identified 32, 31, 66, and 34 significantly deregulated proteins after doses of 0.02, 0.1, 0.5, and 1.0 Gy, respectively. The four doses shared 9 deregulated proteins. Bioinformatics analysis showed that most of the deregulated proteins belonged to a limited set of biological categories, including metabolic processes, inflammatory response, and cytoskeletal structure. The transcription factor peroxisome proliferator-activated receptor alpha was predicted as a common upstream regulator of several deregulated proteins. This study indicates that both adaptive and maladaptive responses to the initial radiation damage persist well into adulthood. It will contribute to the understanding of the long-term consequences of radiation-induced injury and developmental alterations in the neonatal heart.


Subject(s)
Heart/radiation effects , Myocardium/metabolism , Proteomics , Animals , Animals, Newborn , Dose-Response Relationship, Radiation , Gene Ontology , Male , Mice , Protein Interaction Maps/radiation effects , Signal Transduction/radiation effects , Time Factors , Whole-Body Irradiation
17.
Radiat Res ; 179(2): 208-20, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23289386

ABSTRACT

Age plays a major role in tumor incidence and is an important consideration when modeling the carcinogenesis process or estimating cancer risks. Epidemiological data show that from adolescence through middle age, cancer incidence increases with age. This effect is commonly attributed to a lifetime accumulation of cellular, particularly DNA, damage. However, during middle age the incidence begins to decelerate and, for many tumor sites, it actually decreases at sufficiently advanced ages. We investigated if the observed deceleration and potential decrease in incidence could be attributed to a decreased capacity of older hosts to support tumor progression, and whether HZE [high atomic number (Z), high energy (E)] radiation differentially modulates tumor progression in young vs. middle-age hosts, issues that are relevant to estimating carcinogenesis risk for astronauts. Lewis lung carcinoma (LLC) cells were injected into syngeneic mice (143 and 551 days old), which were then subject to whole-body (56)Fe irradiation (1 GeV/amu). Three findings emerged: (1) among unirradiated animals, substantial inhibition of tumor progression and significantly decreased tumor growth rates were seen for middle-aged mice compared to young mice, (2) whole-body (56)Fe irradiation inhibited tumor progression in both young and middle-aged mice (with greater suppression seen in case of young animals), with little effect on tumor growth rates, and (3) (56)Fe irradiation suppressed tumor progression in young mice to a degree that was not significantly different than transiting from young to middle-aged. Thus, (56)Fe irradiation acted similar to aging with respect to tumor progression. We further investigated the molecular underpinnings driving the radiation modulation of tumor dynamics in young and middle-aged mice. Through global gene expression analysis, the key players, FASN, AKT1 and the CXCL12/CXCR4 complex, were determined to be contributory. In sum, these findings demonstrated a reduced capacity of middle-aged hosts to support the progression phase of carcinogenesis and identify molecular factors that contribute to HZE radiation modulation of tumor progression as a function of age.


Subject(s)
Aging/pathology , Disease Progression , Extraterrestrial Environment , Neoplasms, Radiation-Induced/pathology , Neoplasms, Radiation-Induced/physiopathology , Aging/genetics , Aging/metabolism , Animals , Biomarkers, Tumor/metabolism , Cell Line, Tumor , Cell Proliferation/radiation effects , Iron/adverse effects , Male , Mice , Mice, Inbred C57BL , Neoplasms, Radiation-Induced/genetics , Neoplasms, Radiation-Induced/metabolism , Protein Interaction Maps/radiation effects , Risk , Transcriptome/radiation effects , Tumor Burden/radiation effects
18.
Proc Natl Acad Sci U S A ; 109(47): 19232-7, 2012 Nov 20.
Article in English | MEDLINE | ID: mdl-23132938

ABSTRACT

Transcription initiation by eukaryotic RNA polymerase (Pol) III relies on the TFIIE-related subcomplex C82/34/31. Here we combine cross-linking and hydroxyl radical probing to position the C82/34/31 subcomplex around the Pol III active center cleft. The extended winged helix (WH) domains 1 and 4 of C82 localize to the polymerase domains clamp head and clamp core, respectively, and the two WH domains of C34 span the polymerase cleft from the coiled-coil region of the clamp to the protrusion. The WH domains of C82 and C34 apparently cooperate with other mobile regions flanking the cleft during promoter DNA binding, opening, and loading. Together with published data, our results complete the subunit architecture of Pol III and indicate that all TFIIE-related components of eukaryotic and archaeal transcription systems adopt an evolutionarily conserved location in the upper part of the cleft that supports their functions in open promoter complex formation and stabilization.


Subject(s)
Nucleic Acid Conformation , Promoter Regions, Genetic/genetics , Protein Subunits/chemistry , RNA Polymerase III/chemistry , Saccharomyces cerevisiae/enzymology , Catalytic Domain , Cross-Linking Reagents/pharmacology , Light , Lysine/metabolism , Models, Molecular , Protein Binding/drug effects , Protein Binding/radiation effects , Protein Interaction Maps/drug effects , Protein Interaction Maps/radiation effects , Protein Structure, Secondary , Protein Structure, Tertiary , Protein Subunits/metabolism , Protein Transport/drug effects , Protein Transport/radiation effects , RNA Polymerase III/metabolism , Saccharomyces cerevisiae/drug effects , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/radiation effects , Structure-Activity Relationship
19.
PLoS One ; 6(12): e28329, 2011.
Article in English | MEDLINE | ID: mdl-22174789

ABSTRACT

BACKGROUND: Rhodopseudomonas palustris (R. palustris) is a purple non-sulfur anoxygenic phototrophic bacterium that belongs to the class of proteobacteria. It is capable of absorbing atmospheric carbon dioxide and converting it to biomass via the process of photosynthesis and the Calvin-Benson-Bassham (CBB) cycle. Transketolase is a key enzyme involved in the CBB cycle. Here, we reveal the functions of transketolase isoforms I and II in R. palustris using a systems biology approach. METHODOLOGY/PRINCIPAL FINDINGS: By measuring growth ability, we found that transketolase could enhance the autotrophic growth and biomass production of R. palustris. Microarray and real-time quantitative PCR revealed that transketolase isoforms I and II were involved in different carbon metabolic pathways. In addition, immunogold staining demonstrated that the two transketolase isoforms had different spatial localizations: transketolase I was primarily associated with the intracytoplasmic membrane (ICM) but transketolase II was mostly distributed in the cytoplasm. Comparative proteomic analysis and network construction of transketolase over-expression and negative control (NC) strains revealed that protein folding, transcriptional regulation, amino acid transport and CBB cycle-associated carbon metabolism were enriched in the transketolase I over-expressed strain. In contrast, ATP synthesis, carbohydrate transport, glycolysis-associated carbon metabolism and CBB cycle-associated carbon metabolism were enriched in the transketolase II over-expressed strain. Furthermore, ATP synthesis assays showed a significant increase in ATP synthesis in the transketolase II over-expressed strain. A PEPCK activity assay showed that PEPCK activity was higher in transketolase over-expressed strains than in the negative control strain. CONCLUSIONS/SIGNIFICANCE: Taken together, our results indicate that the two isoforms of transketolase in R. palustris could affect photoautotrophic growth through both common and divergent metabolic mechanisms.


Subject(s)
Rhodopseudomonas/enzymology , Systems Biology/methods , Transketolase/metabolism , Autotrophic Processes/radiation effects , Bacterial Proteins/metabolism , Electrophoresis, Gel, Two-Dimensional , Isoenzymes/metabolism , Light , Phosphoenolpyruvate Carboxykinase (ATP)/metabolism , Protein Binding/radiation effects , Protein Interaction Maps/radiation effects , Protein Transport/radiation effects , Rhodopseudomonas/growth & development , Rhodopseudomonas/radiation effects , Subcellular Fractions/enzymology , Subcellular Fractions/radiation effects
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