10 results on '"Genome-wide transcriptome"'
Search Results
2. The mechanism by which hyperbaric oxygen treatment alleviates spinal cord injury: genome-wide transcriptome analysis
- Author
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Zhen-Cheng Sun, Fang Liang, Jing Yang, Yong Hai, Qing-Jun Su, and Xue-Hua Liu
- Subjects
ftl1 ,genome-wide transcriptome ,hmox1 ,hspb1 ,hyperbaric oxygen ,igfbp3 ,slc5a7 ,spinal cord injury ,tnc ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Accumulating studies have demonstrated that hyperbaric oxygen (HBO) treatment alleviates spinal cord injury (SCI). However, the underlying mechanism by which HBO alleviates SCI remains to be elucidated. In this study, we performed genome-wide transcriptional profiling of the spinal cord between SCI mice and mice that received HBO treatment by high-throughput RNA sequencing at 1 week after SCI. We also compared genome-wide transcriptional profiles from SCI mice and sham-operated mice. We found 76 differentially co-expressed genes in sham-operated mice, SCI mice, and HBO-treated SCI mice. Using Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analysis, we identified the biological characteristics of these differentially expressed genes from the perspectives of cell component, biological process, and molecular function. We also found enriched functional pathways including ferroptosis, calcium signaling pathway, serotonergic synapse, hypoxia-inducible factor-1 signaling pathway, cholinergic synapse, and neuroactive ligand-receptor interaction. We performed quantitative reverse transcription-polymerase chain reaction and validated that HBO treatment decreased the expression of Hspb1 (heat shock protein beta 1), Hmox1 (heme oxygenase 1), Ftl1 (ferritin light polypeptide 1), Tnc (tenascin C) and Igfbp3 (insulin-like growth factor binding protein 3) and increased the expression of Slc5a7 (solute carrier family 5 choline transporter member 7) after SCI. These results revealed the genome-wide transcriptional profile of the injured spinal cord after HBO treatment. Our findings contribute to a better understanding of the mechanism by which HBO treats SCI and may provide new targets for SCI intervention.
- Published
- 2022
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- View/download PDF
3. Genome-wide transcriptome profiling provides overwintering mechanism of Agropyron mongolicum
- Author
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Jiancai Du, Xiaoquan Li, Tingting Li, Dongyang Yu, and Bing Han
- Subjects
Agropyron mongolicum ,Genome-wide transcriptome ,Overwintering mechanisms ,Perennial gramineous plants ,Botany ,QK1-989 - Abstract
Abstract Background The mechanism of winter survival for perennials involves multiple levels of gene regulation, especially cold resistance. Agropyron mongolicum is one important perennial grass species, but there is little information regarding its overwintering mechanism. We performed a comprehensive transcriptomics study to evaluate global gene expression profiles regarding the winter survival of Agropyron mongolicum. A genome-wide gene expression analysis involving four different periods was identified. Twenty-eight coexpression modules with distinct patterns were performed for transcriptome profiling. Furthermore, differentially expressed genes (DEGs) and their functional characterization were defined using a genome database such as NT, NR, COG, and KEGG. Result A total of 79.6% of the unigenes were characterized to be involved in 136 metabolic pathways. In addition, the expression level of ABA receptor genes, regulation of transcription factors, and a coexpression network analysis were conducted using transcriptome data. We found that ABA receptors regulated downstream gene expression by activating bZIP and NAC transcription factors to improve cold resistance and winter survival. Conclusion This study provides comprehensive transcriptome data for the characterization of overwintering-related gene expression profiles in A. mongolicum. Genomics resources can help provide a better understanding of the overwintering mechanism for perennial gramineae species. By analyzing genome-wide expression patterns for the four key stages of tiller bud development, the functional characteristics of the DEGs were identified that participated in various metabolic pathways and have been shown to be strongly associated with cold tolerance. These results can be further exploited to determine the mechanism of overwintering in perennial gramineae species.
- Published
- 2017
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4. Analysis of gluconate metabolism for pyruvate production in engineered Escherichia coli based on genome-wide transcriptomes.
- Author
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Yang, M., Mu, T., Zhong, W., Olajuyin, A.M., and Xing, J.
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METABOLISM , *BACTERIAL genetics , *ESCHERICHIA coli , *PYRUVATES , *NAD (Coenzyme) , *GLYCOLYSIS , *GLYCERIN metabolism - Abstract
For pyruvate-producing strains, intracellular reduced nicotinamide adenine dinucleotide ( NADH) accumulation is the main reason for the glycolysis inhibition. Comparing with glucose, using sodium gluconate as carbon source brought a decrease in NADH production and an increase in pyruvate production in engineered strain YP211. In order to explore the metabolic advantages of gluconate, genome-wide transcriptome analysis was employed to compare the metabolic differences between the two carbon sources. The results showed that the transcription of the genes gntU, gntK, and gntT responsible for transport and phosphorylation of gluconate, and genes edd and eda belonging to the Entner-Doudoroff ( ED) pathway, was significantly enhanced. This suggested that the shortest route for the synthesis of pyruvate from gluconate was activated, and the synthesis of NADH was halved. Besides, the transcription of genes glp ABCDTKF related to the glycerol metabolism was significantly enhanced, which might be because glycerol metabolism pathways were activated in the absence of glucose. These results provided valuable information for the further design of metabolic pathways in the construction of pyruvate-producing strains. Significance and Impact of the Study Comparing with glucose, using sodium gluconate as carbon source brought a decrease in nicotinamide adenine dinucleotide and an increase in pyruvate production in engineered strain YP211. From the genome-wide transcriptome analysis, the Entner-Doudoroff pathway was activated strongly in gluconate metabolism, which innovatively provided a shorter and more effective pathway for pyruvate production. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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5. Molecular Signature of 18 F-FDG PET Biomarkers in Newly Diagnosed Multiple Myeloma Patients: A Genome-Wide Transcriptome Analysis from the CASSIOPET Study
- Author
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Jean-Baptiste Alberge, Françoise Kraeber-Bodéré, Bastien Jamet, Cyrille Touzeau, Hélène Caillon, Soraya Wuilleme, Marie-Christine Béné, Tobias Kampfenkel, Pieter Sonneveld, Mark van Duin, Herve Avet-Loiseau, Jill Corre, Florence Magrangeas, Thomas Carlier, Caroline Bodet-Milin, Michel Chérel, Philippe Moreau, Stéphane Minvielle, Clément Bailly, Minvielle, Stéphane, Centre hospitalier universitaire de Nantes (CHU Nantes), Centre de Recherche en Cancérologie et Immunologie Nantes-Angers (CRCINA), Université d'Angers (UA)-Université de Nantes (UN)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Centre hospitalier universitaire de Nantes (CHU Nantes), Site de Recherche Intégrée sur le Cancer [Nantes] (SIRIC), SIRIC ILIAD [Angers, Nantes], CRLCC René Gauducheau, Janssen Research & Development, Erasmus University Medical Center [Rotterdam] (Erasmus MC), Laboratoire de génomique du myélome [IUCT Oncopole, Toulouse], Institut Universitaire du Cancer de Toulouse - Oncopole (IUCT Oncopole - UMR 1037), Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Centre Hospitalier Universitaire de Toulouse (CHU Toulouse)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Centre Hospitalier Universitaire de Toulouse (CHU Toulouse)-Institut National de la Santé et de la Recherche Médicale (INSERM), and Hematology
- Subjects
multiple myeloma ,[SDV.CAN] Life Sciences [q-bio]/Cancer ,Radiology, Nuclear Medicine and imaging ,RNA sequencing ,[SDV.CAN]Life Sciences [q-bio]/Cancer ,CASSIOPET study ,genome-wide transcriptome ,18F-FDG PET - Abstract
International audience; The International Myeloma Working Group recently fully incorporated 18F-FDG PET into multiple myeloma (MM) diagnosis and response evaluation. Moreover, a few studies demonstrated the prognostic value of several biomarkers extracted from this imaging at baseline. Before these 18F-FDG PET biomarkers could be fully endorsed as risk classifiers by the hematologist community, further characterization of underlying molecular aspects was necessary. Methods: Reported prognostic biomarkers (18F-FDG avidity, SUVmax, number of focal lesions, presence of paramedullary disease [PMD] or extramedullary disease) were extracted from 18F-FDG PET imaging at baseline in a group of 139 patients from CASSIOPET, a companion study of the CASSIOPEIA cohort (ClinicalTrials.gov identifier NCT02541383). Transcriptomic analyses using RNA sequencing were realized on sorted bone marrow plasma cells from the same patients. An association with a high-risk gene expression signature (IFM15), molecular classification, progression-free survival, a stringent clinical response, and minimal residual disease negativity were explored. Results:18F-FDG PET results were positive in 79.4% of patients; 14% and 11% of them had PMD and extramedullary disease, respectively. Negative 18F-FDG PET results were associated with lower levels of expression of hexokinase 2 (HK2) (fold change, 2.1; adjusted P = 0.04) and showed enrichment for a subgroup of patients with a low level of bone disease. Positive 18F-FDG PET results displayed 2 distinct signatures: either high levels of expression of proliferation genes or high levels of expression of GLUT5 and lymphocyte antigens. PMD and IFM15 were independently associated with a lower level of progression-free survival, and the presence of both biomarkers defined a group of "double-positive" patients at very high risk of progression. PMD and IFM15 were related neither to minimal residual disease assessment nor to a stringent clinical response. Conclusion: Our study confirmed and extended the association between imaging biomarkers and transcriptomic programs in MM. The combined prognostic value of PMD and a high-risk IFM15 signature may help define MM patients with a very high risk of progression.
- Published
- 2022
- Full Text
- View/download PDF
6. Cryptococcus inositol utilization modulates the host protective immune response during brain infection.
- Author
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Tong-Bao Liu, Subbian, Selvakumar, Weihua Pan, Eugenin, Eliseo, Jianping Xie, and Chaoyang Xue
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CRYPTOCOCCUS , *CRYPTOCOCCACEAE , *INOSITOL , *IMMUNE response , *MOUSE leukemia - Abstract
Background Cryptococcus neoformans is the most common cause of fungal meningitis among individuals with HIV/AIDS, which is uniformly fatal without proper treatment. The underlying mechanism of disease development in the brain that leads to cryptococcal meningoencephalitis remains incompletely understood. We have previously demonstrated that inositol transporters (ITR) are required for Cryptococcus virulence. The itr1aΔ itr3cΔ double mutant of C. neoformans was attenuated for virulence in a murine model of intracerebral infection; demonstrating that Itr1a and Itr3c are required for full virulence during brain infection, despite a similar growth rate between the mutant and wild type strains in the infected brain. Results To understand the immune pathology associated with infection by the itr1aΔ itr3cΔ double mutant, we investigated the molecular correlates of host immune response during mouse brain infection. We used genome-wide transcriptome shotgun sequencing (RNA-Seq) and quantitative real-time PCR (qRT-PCR) methods to examine the host gene expression profile in the infected brain. Our results show that compared to the wild type, infection of mouse brains by the mutant leads to significant activation of cellular networks/pathways associated with host protective immunity. Most of the significantly differentially expressed genes (SDEG) are part of immune cell networks such as tumor necrosis factor-alpha (TNF-α) and interferon-gamma (IFN-γ) regulon, indicating that infection by the mutant mounts a stronger host immune response compared to the wild type. Interestingly, a significant reduction in glucuronoxylomannan (GXM) secretion was observed in the itr1aΔ itr3cΔ mutant cells, indicating that inositol utilization pathways play a role in capsule production. Conclusions Since capsule has been shown to impact the host response during Cryptococcus-host interactions, our results suggest that the reduced GXM production may contribute to the increased immune activation in the mutant-infected animals. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
7. On the Construction of Medical Test Systems Using Greedy Algorithm and Support Vector Machine.
- Author
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Galatenko, V., Lebedev, A., Nechaev, I., Shkurnikov, M., Tonevitskii, E., and Podol'skii, V.
- Subjects
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SUPPORT vector machines , *GREEDY algorithms , *MACHINE learning , *GENETIC transcription , *BIOLOGICAL systems , *PROBLEM solving - Abstract
The paper presents a formalized statement of the problem of selecting parameters and construction of a genomic classifier for medical test systems with mathematical methods of machine learning without the use of biological and medical knowledge. A method is proposed to solve this problem. The results of testing the method using microarray datasets containing information on genome-wide transcriptome of the samples of estrogen positive breast tumors are discussed. Testing showed that the quality of classification provided by the constructed test system and implemented on the basis of assessments of expression of 12 genes is not inferior to the quality of classification carried out by such test systems as OncotypeDX and MammaPrint. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
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8. Molecular immunologic correlates of spontaneous latency in a rabbit model of pulmonary tuberculosis.
- Author
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Subbian, Selvakumar, O'Brien, Paul, Kushner, Nicole L., Yang, Guibin, Tsenova, Liana, Peixoto, Blas, Bandyopadhyay, Nirmalya, Bader, Joel S., Karakousis, Petros C., Fallows, Dorothy, and Kaplan, Gilla
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TUBERCULOSIS , *IMMUNOLOGY , *MYCOBACTERIUM tuberculosis , *DISEASE progression , *NATURAL immunity , *AUTOPHAGY , *LABORATORY rabbits - Abstract
Background: Infection of humans with Mycobacterium tuberculosis (Mtb) results in latent tuberculosis infection (LTBI) in 90-95% of immune competent individuals, with no symptoms of active disease. The World Health Organization estimates that 1.5 billion people have LTBI, which can reactivate in the setting of waning host immunity, posing a threat to global TB control. Various animal models have been used to study the pathogenesis of TB. However, besides nonhuman primates, rabbits are the only animal model that fully recapitulates the pathological features of human TB, including progressive disease with necrosis and cavitation or establishment of spontaneous latency. Results: We defined the molecular immunological correlates of LTBI establishment in a rabbit model of pulmonary infection with Mtb CDC1551. After aerosol infection, exponential bacterial growth was noted in the lungs for 4 weeks, followed by a significant decline by 12 weeks, resulting in the absence of cultivable bacilli by 24 weeks. We used rabbit whole genome microarrays to profile the lung transcriptome during the course of infection. At 2 weeks post-infection, gene networks involved in natural killer (NK) and dendritic cell (DC) activation and macrophage antimicrobial activities were highly upregulated. This was followed by upregulation of gene networks involved in macrophage and T cell activation and autophagy, peaking at 4 to 8 weeks. Concomitantly, host Th1, but not Th2 or inflammatory, immune response genes were significantly upregulated. Thus, the expression kinetics of genes involved in cross-talk between innate and adaptive immunity over the first 8 weeks post-infection were consistent with early efficient control of infection in the lungs. Interestingly, expression of many genes of the host innate and adaptive immune response pathways was downregulated at 12 weeks, suggesting that immune activation did not persist once bacilli began to clear from the infected lungs. Conclusions: Our results suggest that early activation of host innate immunity prior to efficient activation of T cellmediated adaptive immunity but not inflammation is essential for establishment of LTBI in Mtb CDC1551-infected rabbits. We also show that T cell activation and the host adaptive immune response networks are dampened once bacterial growth is controlled, ultimately resulting in spontaneous LTBI. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
9. Molecular Signature of 18 F-FDG PET Biomarkers in Newly Diagnosed Multiple Myeloma Patients: A Genome-Wide Transcriptome Analysis from the CASSIOPET Study.
- Author
-
Alberge JB, Kraeber-Bodéré F, Jamet B, Touzeau C, Caillon H, Wuilleme S, Béné MC, Kampfenkel T, Sonneveld P, van Duin M, Avet-Loiseau H, Corre J, Magrangeas F, Carlier T, Bodet-Milin C, Chérel M, Moreau P, Minvielle S, and Bailly C
- Subjects
- Biomarkers, Gene Expression Profiling, Humans, Neoplasm, Residual, Positron Emission Tomography Computed Tomography methods, Radiopharmaceuticals, Fluorodeoxyglucose F18, Multiple Myeloma diagnostic imaging, Multiple Myeloma genetics
- Abstract
The International Myeloma Working Group recently fully incorporated
18 F-FDG PET into multiple myeloma (MM) diagnosis and response evaluation. Moreover, a few studies demonstrated the prognostic value of several biomarkers extracted from this imaging at baseline. Before these18 F-FDG PET biomarkers could be fully endorsed as risk classifiers by the hematologist community, further characterization of underlying molecular aspects was necessary. Methods: Reported prognostic biomarkers (18 F-FDG avidity, SUVmax , number of focal lesions, presence of paramedullary disease [PMD] or extramedullary disease) were extracted from18 F-FDG PET imaging at baseline in a group of 139 patients from CASSIOPET, a companion study of the CASSIOPEIA cohort (ClinicalTrials.gov identifier NCT02541383). Transcriptomic analyses using RNA sequencing were realized on sorted bone marrow plasma cells from the same patients. An association with a high-risk gene expression signature (IFM15), molecular classification, progression-free survival, a stringent clinical response, and minimal residual disease negativity were explored. Results:18 F-FDG PET results were positive in 79.4% of patients; 14% and 11% of them had PMD and extramedullary disease, respectively. Negative18 F-FDG PET results were associated with lower levels of expression of hexokinase 2 ( HK2 ) (fold change, 2.1; adjusted P = 0.04) and showed enrichment for a subgroup of patients with a low level of bone disease. Positive18 F-FDG PET results displayed 2 distinct signatures: either high levels of expression of proliferation genes or high levels of expression of GLUT5 and lymphocyte antigens. PMD and IFM15 were independently associated with a lower level of progression-free survival, and the presence of both biomarkers defined a group of "double-positive" patients at very high risk of progression. PMD and IFM15 were related neither to minimal residual disease assessment nor to a stringent clinical response. Conclusion: Our study confirmed and extended the association between imaging biomarkers and transcriptomic programs in MM. The combined prognostic value of PMD and a high-risk IFM15 signature may help define MM patients with a very high risk of progression., (© 2022 by the Society of Nuclear Medicine and Molecular Imaging.)- Published
- 2022
- Full Text
- View/download PDF
10. Molecular immunologic correlates of spontaneous latency in a rabbit model of pulmonary tuberculosis
- Author
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Gilla Kaplan, Blas Peixoto, Joel S. Bader, Dorothy Fallows, Liana Tsenova, Petros C. Karakousis, Guibin Yang, Selvakumar Subbian, Paul O'Brien, Nicole L. Kushner, and Nirmalya Bandyopadhyay
- Subjects
Pathway analysis ,Genome-wide transcriptome ,Biochemistry ,Mycobacterium tuberculosis ,Pathogenesis ,03 medical and health sciences ,0302 clinical medicine ,Immune system ,medicine ,Autophagy ,Latency (engineering) ,Pathological ,Molecular Biology ,030304 developmental biology ,Innate immunity ,0303 health sciences ,Innate immune system ,biology ,Latent tuberculosis ,Host-pathogen interactions ,Latent TB infection ,Research ,Cell Biology ,medicine.disease ,biology.organism_classification ,Natural killer and dendritic cell activation ,Virology ,3. Good health ,Rabbit gene expression ,Th1 response ,Immunology ,Progressive disease ,030215 immunology - Abstract
Background Infection of humans with Mycobacterium tuberculosis (Mtb) results in latent tuberculosis infection (LTBI) in 90-95% of immune competent individuals, with no symptoms of active disease. The World Health Organization estimates that 1.5 billion people have LTBI, which can reactivate in the setting of waning host immunity, posing a threat to global TB control. Various animal models have been used to study the pathogenesis of TB. However, besides nonhuman primates, rabbits are the only animal model that fully recapitulates the pathological features of human TB, including progressive disease with necrosis and cavitation or establishment of spontaneous latency. Results We defined the molecular immunological correlates of LTBI establishment in a rabbit model of pulmonary infection with Mtb CDC1551. After aerosol infection, exponential bacterial growth was noted in the lungs for 4 weeks, followed by a significant decline by 12 weeks, resulting in the absence of cultivable bacilli by 24 weeks. We used rabbit whole genome microarrays to profile the lung transcriptome during the course of infection. At 2 weeks post-infection, gene networks involved in natural killer (NK) and dendritic cell (DC) activation and macrophage antimicrobial activities were highly upregulated. This was followed by upregulation of gene networks involved in macrophage and T cell activation and autophagy, peaking at 4 to 8 weeks. Concomitantly, host Th1, but not Th2 or inflammatory, immune response genes were significantly upregulated. Thus, the expression kinetics of genes involved in cross-talk between innate and adaptive immunity over the first 8 weeks post-infection were consistent with early efficient control of infection in the lungs. Interestingly, expression of many genes of the host innate and adaptive immune response pathways was downregulated at 12 weeks, suggesting that immune activation did not persist once bacilli began to clear from the infected lungs. Conclusions Our results suggest that early activation of host innate immunity prior to efficient activation of T cell-mediated adaptive immunity but not inflammation is essential for establishment of LTBI in Mtb CDC1551-infected rabbits. We also show that T cell activation and the host adaptive immune response networks are dampened once bacterial growth is controlled, ultimately resulting in spontaneous LTBI.
- Full Text
- View/download PDF
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