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Published in: BMC Infectious Diseases 1/2013

Open Access 01-12-2013 | Research article

Microarray analysis of MicroRNA expression in peripheral blood mononuclear cells of critically ill patients with influenza A (H1N1)

Authors: Hao Song, Qi Wang, Yang Guo, Shunai Liu, Rui Song, Xuesong Gao, Li Dai, Baoshun Li, Deli Zhang, Jun Cheng

Published in: BMC Infectious Diseases | Issue 1/2013

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Abstract

Background

With concerns about the disastrous health and economic consequences caused by the influenza pandemic, comprehensively understanding the global host response to influenza virus infection is urgent. The role of microRNA (miRNA) has recently been highlighted in pathogen-host interactions. However, the precise role of miRNAs in the pathogenesis of influenza virus infection in humans, especially in critically ill patients is still unclear.

Methods

We identified cellular miRNAs involved in the host response to influenza virus infection by performing comprehensive miRNA profiling in peripheral blood mononuclear cells (PBMCs) from critically ill patients with swine-origin influenza pandemic H1N1 (2009) virus infection via miRNA microarray and quantitative reverse-transcription polymerase chain reaction (qRT-PCR) assays. Receiver operator characteristic (ROC) curve analysis was conducted and area under the ROC curve (AUC) was calculated to evaluate the diagnostic accuracy of severe H1N1 influenza virus infection. Furthermore, an integrative network of miRNA-mediated host-influenza virus protein interactions was constructed by integrating the predicted and validated miRNA-gene interaction data with influenza virus and host-protein-protein interaction information using Cytoscape software. Moreover, several hub genes in the network were selected and validated by qRT-PCR.

Results

Forty-one significantly differentially expressed miRNAs were found by miRNA microarray; nine were selected and validated by qRT-PCR. QRT-PCR assay and ROC curve analyses revealed that miR-31, miR-29a and miR-148a all had significant potential diagnostic value for critically ill patients infected with H1N1 influenza virus, which yielded AUC of 0.9510, 0.8951 and 0.8811, respectively. We subsequently constructed an integrative network of miRNA-mediated host-influenza virus protein interactions, wherein we found that miRNAs are involved in regulating important pathways, such as mitogen-activated protein kinase signaling pathway, epidermal growth factor receptor signaling pathway, and Toll-like receptor signaling pathway, during influenza virus infection. Some of differentially expressed miRNAs via in silico analysis targeted mRNAs of several key genes in these pathways. The mRNA expression level of tumor protein T53 and transforming growth factor beta receptor 1 were found significantly reduced in critically ill patients, whereas the expression of Janus kinase 2, caspase 3 apoptosis-related cysteine peptidase, interleukin 10, and myxovirus resistance 1 were extremely increased in critically ill patients.

Conclusions

Our data suggest that the dysregulation of miRNAs in the PBMCs of H1N1 critically ill patients can regulate a number of key genes in the major signaling pathways associated with influenza virus infection. These differentially expressed miRNAs could be potential therapeutic targets or biomarkers for severe influenza virus infection.
Appendix
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Literature
1.
2.
go back to reference Huarte M, Sanz-Ezquerro JJ, Roncal F, Ortin J, Nieto A: PA subunit from influenza virus polymerase complex interacts with a cellular protein with homology to a family of transcriptional activators. J Virol. 2001, 75 (18): 8597-8604. 10.1128/JVI.75.18.8597-8604.2001.CrossRefPubMedPubMedCentral Huarte M, Sanz-Ezquerro JJ, Roncal F, Ortin J, Nieto A: PA subunit from influenza virus polymerase complex interacts with a cellular protein with homology to a family of transcriptional activators. J Virol. 2001, 75 (18): 8597-8604. 10.1128/JVI.75.18.8597-8604.2001.CrossRefPubMedPubMedCentral
3.
go back to reference Hao L, Sakurai A, Watanabe T, Sorensen E, Nidom CA, Newton MA, Ahlquist P, Kawaoka Y: Drosophila RNAi screen identifies host genes important for influenza virus replication. Nature. 2008, 454 (7206): 890-893. 10.1038/nature07151.CrossRefPubMedPubMedCentral Hao L, Sakurai A, Watanabe T, Sorensen E, Nidom CA, Newton MA, Ahlquist P, Kawaoka Y: Drosophila RNAi screen identifies host genes important for influenza virus replication. Nature. 2008, 454 (7206): 890-893. 10.1038/nature07151.CrossRefPubMedPubMedCentral
4.
go back to reference Karlas A, Machuy N, Shin Y, Pleissner KP, Artarini A, Heuer D, Becker D, Khalil H, Ogilvie LA, Hess S: Genome-wide RNAi screen identifies human host factors crucial for influenza virus replication. Nature. 2010, 463 (7282): 818-822. 10.1038/nature08760.CrossRefPubMed Karlas A, Machuy N, Shin Y, Pleissner KP, Artarini A, Heuer D, Becker D, Khalil H, Ogilvie LA, Hess S: Genome-wide RNAi screen identifies human host factors crucial for influenza virus replication. Nature. 2010, 463 (7282): 818-822. 10.1038/nature08760.CrossRefPubMed
5.
go back to reference Brass AL, Huang IC, Benita Y, John SP, Krishnan MN, Feeley EM, Ryan BJ, Weyer JL, van der Weyden L, Fikrig E: The IFITM proteins mediate cellular resistance to influenza a H1N1 virus, west Nile virus, and dengue virus. Cell. 2009, 139 (7): 1243-1254. 10.1016/j.cell.2009.12.017.CrossRefPubMedPubMedCentral Brass AL, Huang IC, Benita Y, John SP, Krishnan MN, Feeley EM, Ryan BJ, Weyer JL, van der Weyden L, Fikrig E: The IFITM proteins mediate cellular resistance to influenza a H1N1 virus, west Nile virus, and dengue virus. Cell. 2009, 139 (7): 1243-1254. 10.1016/j.cell.2009.12.017.CrossRefPubMedPubMedCentral
6.
go back to reference Konig R, Stertz S, Zhou Y, Inoue A, Hoffmann HH, Bhattacharyya S, Alamares JG, Tscherne DM, Ortigoza MB, Liang YH: Human host factors required for influenza virus replication. Nature. 2010, 463 (7282): 813-817. 10.1038/nature08699.CrossRefPubMedPubMedCentral Konig R, Stertz S, Zhou Y, Inoue A, Hoffmann HH, Bhattacharyya S, Alamares JG, Tscherne DM, Ortigoza MB, Liang YH: Human host factors required for influenza virus replication. Nature. 2010, 463 (7282): 813-817. 10.1038/nature08699.CrossRefPubMedPubMedCentral
7.
go back to reference Shapira SD, Gat-Viks I, Shum BOV, Dricot A, de Grace MM, Wu LG, Gupta PB, Hao T, Silver SJ, Root DE: A physical and regulatory Map of host-influenza interactions reveals pathways in H1N1 infection. Cell. 2009, 139 (7): 1255-1267. 10.1016/j.cell.2009.12.018.CrossRefPubMedPubMedCentral Shapira SD, Gat-Viks I, Shum BOV, Dricot A, de Grace MM, Wu LG, Gupta PB, Hao T, Silver SJ, Root DE: A physical and regulatory Map of host-influenza interactions reveals pathways in H1N1 infection. Cell. 2009, 139 (7): 1255-1267. 10.1016/j.cell.2009.12.018.CrossRefPubMedPubMedCentral
8.
go back to reference O’Connell RM, Rao DS, Chaudhuri AA, Baltimore D: Physiological and pathological roles for microRNAs in the immune system. Nat Rev Immunol. 2010, 10 (2): 111-122. 10.1038/nri2708.CrossRefPubMed O’Connell RM, Rao DS, Chaudhuri AA, Baltimore D: Physiological and pathological roles for microRNAs in the immune system. Nat Rev Immunol. 2010, 10 (2): 111-122. 10.1038/nri2708.CrossRefPubMed
9.
go back to reference Ren JQ, Jin P, Wang E, Marincola FM, Stroncek DF: MicroRNA and gene expression patterns in the differentiation of human embryonic stem cells. J Trans Med. 2009, 7: 20-10.1186/1479-5876-7-20.CrossRef Ren JQ, Jin P, Wang E, Marincola FM, Stroncek DF: MicroRNA and gene expression patterns in the differentiation of human embryonic stem cells. J Trans Med. 2009, 7: 20-10.1186/1479-5876-7-20.CrossRef
10.
go back to reference Ji JF, Shi J, Budhu A, Yu ZP, Forgues M, Roessler S, Ambs S, Chen YD, Meltzer PS, Croce CM: MicroRNA expression, survival, and response to interferon in liver cancer. N Eng J Med. 2009, 361 (15): 1437-1447. 10.1056/NEJMoa0901282.CrossRef Ji JF, Shi J, Budhu A, Yu ZP, Forgues M, Roessler S, Ambs S, Chen YD, Meltzer PS, Croce CM: MicroRNA expression, survival, and response to interferon in liver cancer. N Eng J Med. 2009, 361 (15): 1437-1447. 10.1056/NEJMoa0901282.CrossRef
11.
go back to reference Lodish HF, Zhou B, Liu G, Chen CZ: Micromanagement of the immune system by microRNAs. Nat Rev Immunol. 2008, 8 (2): 120-130. 10.1038/nri2252.CrossRefPubMed Lodish HF, Zhou B, Liu G, Chen CZ: Micromanagement of the immune system by microRNAs. Nat Rev Immunol. 2008, 8 (2): 120-130. 10.1038/nri2252.CrossRefPubMed
12.
go back to reference Umbach JL, Cullen BR: The role of RNAi and microRNAs in animal virus replication and antiviral immunity. Genes Dev. 2009, 23 (10): 1151-1164. 10.1101/gad.1793309.CrossRefPubMedPubMedCentral Umbach JL, Cullen BR: The role of RNAi and microRNAs in animal virus replication and antiviral immunity. Genes Dev. 2009, 23 (10): 1151-1164. 10.1101/gad.1793309.CrossRefPubMedPubMedCentral
13.
go back to reference Ouellet DL, Provost P: Current knowledge of MicroRNAs and noncoding RNAs in virus-infected cells. Methods Mol Biol (Clifton, NJ). 2010, 623: 35-65. 10.1007/978-1-60761-588-0_3.CrossRef Ouellet DL, Provost P: Current knowledge of MicroRNAs and noncoding RNAs in virus-infected cells. Methods Mol Biol (Clifton, NJ). 2010, 623: 35-65. 10.1007/978-1-60761-588-0_3.CrossRef
15.
go back to reference Wang Y, Brahmakshatriya V, Zhu HF, Lupiani B, Reddy SM, Yoon BJ, Gunaratne PH, Kim JH, Chen R, Wang JJ: Identification of differentially expressed miRNAs in chicken lung and trachea with avian influenza virus infection by a deep sequencing approach. BMC Genomics. 2009, 10 (1): 512-10.1186/1471-2164-10-512.CrossRefPubMedPubMedCentral Wang Y, Brahmakshatriya V, Zhu HF, Lupiani B, Reddy SM, Yoon BJ, Gunaratne PH, Kim JH, Chen R, Wang JJ: Identification of differentially expressed miRNAs in chicken lung and trachea with avian influenza virus infection by a deep sequencing approach. BMC Genomics. 2009, 10 (1): 512-10.1186/1471-2164-10-512.CrossRefPubMedPubMedCentral
16.
go back to reference Wang Y, Brahmakshatriya V, Lupiani B, Reddy SM, Soibam B, Benham AL, Gunaratne P, Liu HC, Trakooljul M, Ing N: Integrated analysis of microRNA expression and mRNA transcriptome in lungs of avian influenza virus infected broilers. BMC Genomics. 2012, 13 (1): 278-10.1186/1471-2164-13-278.CrossRefPubMedPubMedCentral Wang Y, Brahmakshatriya V, Lupiani B, Reddy SM, Soibam B, Benham AL, Gunaratne P, Liu HC, Trakooljul M, Ing N: Integrated analysis of microRNA expression and mRNA transcriptome in lungs of avian influenza virus infected broilers. BMC Genomics. 2012, 13 (1): 278-10.1186/1471-2164-13-278.CrossRefPubMedPubMedCentral
17.
go back to reference Li Y, Chan EY, Li J, Ni C, Peng X, Rosenzweig E, Tumpey TM, Katze MG: MicroRNA expression and virulence in pandemic influenza virus-infected mice. J Virol. 2010, 84 (6): 3023-3032. 10.1128/JVI.02203-09.CrossRefPubMedPubMedCentral Li Y, Chan EY, Li J, Ni C, Peng X, Rosenzweig E, Tumpey TM, Katze MG: MicroRNA expression and virulence in pandemic influenza virus-infected mice. J Virol. 2010, 84 (6): 3023-3032. 10.1128/JVI.02203-09.CrossRefPubMedPubMedCentral
18.
go back to reference Rogers JV, Price JA, Wendling MQ, Long JP, Bresler HS: Preliminary microRNA analysis in lung tissue to identify potential therapeutic targets against H5N1 infection. Viral Immunol. 2012, 25 (1): 3-11.PubMed Rogers JV, Price JA, Wendling MQ, Long JP, Bresler HS: Preliminary microRNA analysis in lung tissue to identify potential therapeutic targets against H5N1 infection. Viral Immunol. 2012, 25 (1): 3-11.PubMed
19.
go back to reference Song LP, Liu H, Gao SJ, Jiang W, Huang WL: Cellular MicroRNAs inhibit replication of the H1N1 influenza a virus in infected cells. J Virol. 2010, 84 (17): 8849-8860. 10.1128/JVI.00456-10.CrossRefPubMedPubMedCentral Song LP, Liu H, Gao SJ, Jiang W, Huang WL: Cellular MicroRNAs inhibit replication of the H1N1 influenza a virus in infected cells. J Virol. 2010, 84 (17): 8849-8860. 10.1128/JVI.00456-10.CrossRefPubMedPubMedCentral
20.
go back to reference Meliopoulos VA, Andersen LE, Brooks P, Yan X, Bakre A, Coleman JK, Tompkins SM, Tripp RA: MicroRNA regulation of human protease genes essential for influenza virus replication. PLoS One. 2012, 7 (5): e37169-10.1371/journal.pone.0037169.CrossRefPubMedPubMedCentral Meliopoulos VA, Andersen LE, Brooks P, Yan X, Bakre A, Coleman JK, Tompkins SM, Tripp RA: MicroRNA regulation of human protease genes essential for influenza virus replication. PLoS One. 2012, 7 (5): e37169-10.1371/journal.pone.0037169.CrossRefPubMedPubMedCentral
21.
go back to reference Loveday EK, Svinti V, Diederich S, Pasick J, Jean F: Temporal- and strain-specific host microRNA molecular signatures associated with swine-origin H1N1 and avian-origin H7N7 influenza A virus infection. J Virol. 2012, 86 (11): 6109-6122. 10.1128/JVI.06892-11.CrossRefPubMedPubMedCentral Loveday EK, Svinti V, Diederich S, Pasick J, Jean F: Temporal- and strain-specific host microRNA molecular signatures associated with swine-origin H1N1 and avian-origin H7N7 influenza A virus infection. J Virol. 2012, 86 (11): 6109-6122. 10.1128/JVI.06892-11.CrossRefPubMedPubMedCentral
22.
go back to reference Shou JY, Bull CM, Li L, Qian HR, Wei T, Luo SA, Perkins D, Solenberg PJ, Tan SL, Chen XYC: Identification of blood biomarkers of rheumatoid arthritis by transcript profiling of peripheral blood mononuclear cells from the rat collagen-induced arthritis model. Arthritis Res Ther. 2006, 8 (1): R28-10.1186/ar1883.CrossRefPubMedPubMedCentral Shou JY, Bull CM, Li L, Qian HR, Wei T, Luo SA, Perkins D, Solenberg PJ, Tan SL, Chen XYC: Identification of blood biomarkers of rheumatoid arthritis by transcript profiling of peripheral blood mononuclear cells from the rat collagen-induced arthritis model. Arthritis Res Ther. 2006, 8 (1): R28-10.1186/ar1883.CrossRefPubMedPubMedCentral
23.
go back to reference Otaegui D, Baranzini SE, Armananzas R, Calvo B, Munoz-Culla M, Khankhanian P, Inza I, Lozano JA, Castillo-Trivino T, Asensio A: Differential micro RNA expression in PBMC from multiple sclerosis patients. PLoS One. 2009, 4 (7): e6309-10.1371/journal.pone.0006309.CrossRefPubMedPubMedCentral Otaegui D, Baranzini SE, Armananzas R, Calvo B, Munoz-Culla M, Khankhanian P, Inza I, Lozano JA, Castillo-Trivino T, Asensio A: Differential micro RNA expression in PBMC from multiple sclerosis patients. PLoS One. 2009, 4 (7): e6309-10.1371/journal.pone.0006309.CrossRefPubMedPubMedCentral
24.
go back to reference Shao HW, Lan DM, Duan ZH, Liu ZH, Min J, Zhang LC, Huang J, Su J, Chen SW, Xu AL: Upregulation of mitochondrial gene expression in PBMC from convalescent SARS patients. J Clin Immunol. 2006, 26 (6): 546-554. 10.1007/s10875-006-9046-y.CrossRefPubMed Shao HW, Lan DM, Duan ZH, Liu ZH, Min J, Zhang LC, Huang J, Su J, Chen SW, Xu AL: Upregulation of mitochondrial gene expression in PBMC from convalescent SARS patients. J Clin Immunol. 2006, 26 (6): 546-554. 10.1007/s10875-006-9046-y.CrossRefPubMed
25.
go back to reference Rollins B, Martin MV, Morgan L, Vawter MP: Analysis of whole genome biomarker expression in blood and brain. Am J Med Gen Part B-Neuropsych Gen. 2010, 153B (4): 919-936. Rollins B, Martin MV, Morgan L, Vawter MP: Analysis of whole genome biomarker expression in blood and brain. Am J Med Gen Part B-Neuropsych Gen. 2010, 153B (4): 919-936.
26.
go back to reference Monaco A, Marincola FM, Sabatino M, Pos Z, Tornesello ML, Stroncek DF, Wang E, Lewis GK, Buonaguro FM, Buonaguro L: Molecular immune signatures of HIV-1 vaccines in human PBMCs. FEBS Lett. 2009, 583 (18): 3004-3008. 10.1016/j.febslet.2009.07.060.CrossRefPubMed Monaco A, Marincola FM, Sabatino M, Pos Z, Tornesello ML, Stroncek DF, Wang E, Lewis GK, Buonaguro FM, Buonaguro L: Molecular immune signatures of HIV-1 vaccines in human PBMCs. FEBS Lett. 2009, 583 (18): 3004-3008. 10.1016/j.febslet.2009.07.060.CrossRefPubMed
27.
go back to reference Li J, Yu YJ, Feng L, Cai XB, Tang HB, Sun SK, Zhang HY, Liang JJ, Luo TR: Global transcriptional profiles in peripheral blood mononuclear cell during classical swine fever virus infection. Virus Res. 2010, 148 (1–2): 60-70.CrossRefPubMed Li J, Yu YJ, Feng L, Cai XB, Tang HB, Sun SK, Zhang HY, Liang JJ, Luo TR: Global transcriptional profiles in peripheral blood mononuclear cell during classical swine fever virus infection. Virus Res. 2010, 148 (1–2): 60-70.CrossRefPubMed
28.
go back to reference Huang C, Chen HG, Cassidy W, Howell CD: Peripheral blood gene expression profile associated with sustained virologic response after peginterferon plus ribavirin therapy for chronic hepatitis-C genotype 1. J Nat Med Assoc. 2008, 100 (12): 1425-1433.CrossRef Huang C, Chen HG, Cassidy W, Howell CD: Peripheral blood gene expression profile associated with sustained virologic response after peginterferon plus ribavirin therapy for chronic hepatitis-C genotype 1. J Nat Med Assoc. 2008, 100 (12): 1425-1433.CrossRef
29.
go back to reference Ramilo O, Allman W, Chung W, Mejias A, Ardura M, Glaser C, Wittkowski KM, Piqueras B, Banchereau J, Palucka AK: Gene expression patterns in blood leukocytes discriminate patients with acute infections. Blood. 2007, 109 (5): 2066-2077. 10.1182/blood-2006-02-002477.CrossRefPubMedPubMedCentral Ramilo O, Allman W, Chung W, Mejias A, Ardura M, Glaser C, Wittkowski KM, Piqueras B, Banchereau J, Palucka AK: Gene expression patterns in blood leukocytes discriminate patients with acute infections. Blood. 2007, 109 (5): 2066-2077. 10.1182/blood-2006-02-002477.CrossRefPubMedPubMedCentral
30.
go back to reference Zaas AK, Chen MH, Varkey J, Veldman T, Hero AO, Lucas J, Huang YS, Tumer R, Gilbert A, Lambkin-Williams R: Gene expression signatures diagnose influenza and other symptomatic respiratory viral infections in humans. Cell Host Microbe. 2009, 6 (3): 207-217. 10.1016/j.chom.2009.07.006.CrossRefPubMedPubMedCentral Zaas AK, Chen MH, Varkey J, Veldman T, Hero AO, Lucas J, Huang YS, Tumer R, Gilbert A, Lambkin-Williams R: Gene expression signatures diagnose influenza and other symptomatic respiratory viral infections in humans. Cell Host Microbe. 2009, 6 (3): 207-217. 10.1016/j.chom.2009.07.006.CrossRefPubMedPubMedCentral
31.
go back to reference Zaas AK, Aziz H, Lucas J, Perfect JR, Ginsburg GS: Blood gene expression signatures predict invasive candidiasis. Sci Trans Med. 2010, 2 (21): 21ra17-10.1126/scitranslmed.3000715.CrossRef Zaas AK, Aziz H, Lucas J, Perfect JR, Ginsburg GS: Blood gene expression signatures predict invasive candidiasis. Sci Trans Med. 2010, 2 (21): 21ra17-10.1126/scitranslmed.3000715.CrossRef
32.
go back to reference Aziz H, Zaas A, Ginsburg GS: Peripheral blood gene expression profiling for cardiovascular disease assessment. Genomic Med. 2007, 1: 105-112. 10.1007/s11568-008-9017-x.CrossRefPubMed Aziz H, Zaas A, Ginsburg GS: Peripheral blood gene expression profiling for cardiovascular disease assessment. Genomic Med. 2007, 1: 105-112. 10.1007/s11568-008-9017-x.CrossRefPubMed
33.
go back to reference Taurino C, Miller WH, McBride MW, McClure JD, Khanin R, Moreno MU, Dymott JA, Delles C, Dominiczak AF: Gene expression profiling in whole blood of patients with coronary artery disease. Clin Sci. 2010, 119 (7–8): 335-343.CrossRefPubMedPubMedCentral Taurino C, Miller WH, McBride MW, McClure JD, Khanin R, Moreno MU, Dymott JA, Delles C, Dominiczak AF: Gene expression profiling in whole blood of patients with coronary artery disease. Clin Sci. 2010, 119 (7–8): 335-343.CrossRefPubMedPubMedCentral
34.
go back to reference Osterlund P, Pirhonen J, Ikonen N, Ronkko E, Strengell M, Makela SM, Broman M, Hamming OJ, Hartmann R, Ziegler T: Pandemic H1N1 2009 influenza a virus induces weak cytokine responses in human macrophages and dendritic cells and is highly sensitive to the antiviral actions of interferons. J Virol. 2010, 84 (3): 1414-1422. 10.1128/JVI.01619-09.CrossRefPubMed Osterlund P, Pirhonen J, Ikonen N, Ronkko E, Strengell M, Makela SM, Broman M, Hamming OJ, Hartmann R, Ziegler T: Pandemic H1N1 2009 influenza a virus induces weak cytokine responses in human macrophages and dendritic cells and is highly sensitive to the antiviral actions of interferons. J Virol. 2010, 84 (3): 1414-1422. 10.1128/JVI.01619-09.CrossRefPubMed
35.
go back to reference Peiris JSM, Cheung CY, Leung CYH, Nicholls JM: Innate immune responses to influenza A H5N1: friend or foe?. Trends Immunol. 2009, 30 (12): 574-584. 10.1016/j.it.2009.09.004.CrossRefPubMed Peiris JSM, Cheung CY, Leung CYH, Nicholls JM: Innate immune responses to influenza A H5N1: friend or foe?. Trends Immunol. 2009, 30 (12): 574-584. 10.1016/j.it.2009.09.004.CrossRefPubMed
36.
go back to reference Arankalle VA, Lole KS, Arya RP, Tripathy AS, Ramdasi AY, Chadha MS, Sangle SA, Kadam DB: Role of host immune response and viral load in the differential outcome of pandemic H1N1 (2009) influenza virus infection in Indian patients. PLoS One. 2010, 5 (10): e13099-10.1371/journal.pone.0013099.CrossRefPubMedPubMedCentral Arankalle VA, Lole KS, Arya RP, Tripathy AS, Ramdasi AY, Chadha MS, Sangle SA, Kadam DB: Role of host immune response and viral load in the differential outcome of pandemic H1N1 (2009) influenza virus infection in Indian patients. PLoS One. 2010, 5 (10): e13099-10.1371/journal.pone.0013099.CrossRefPubMedPubMedCentral
37.
go back to reference Liu L, Zhang RF, Lu HZ, Lu SH, Huang Q, Xiong YY, Xi XH, Zhang ZY: Sixty-two severe and critical patients with 2009 influenza A (H1N1) in Shanghai. China. Chin Med J. 2011, 124 (11): 1662-1666.PubMed Liu L, Zhang RF, Lu HZ, Lu SH, Huang Q, Xiong YY, Xi XH, Zhang ZY: Sixty-two severe and critical patients with 2009 influenza A (H1N1) in Shanghai. China. Chin Med J. 2011, 124 (11): 1662-1666.PubMed
39.
go back to reference Griffiths-Jones S, Saini HK, van Dongen S, Enright AJ: miRBase: tools for microRNA genomics. Nucleic Acids Res. 2008, 36: D154-D158. 10.1093/nar/gkn221.CrossRefPubMed Griffiths-Jones S, Saini HK, van Dongen S, Enright AJ: miRBase: tools for microRNA genomics. Nucleic Acids Res. 2008, 36: D154-D158. 10.1093/nar/gkn221.CrossRefPubMed
40.
go back to reference Tusher VG, Tibshirani R, Chu G: Significance analysis of microarrays applied to the ionizing radiation response. Proc Natl Acad Sci USA. 2001, 98 (9): 5116-5121. 10.1073/pnas.091062498.CrossRefPubMedPubMedCentral Tusher VG, Tibshirani R, Chu G: Significance analysis of microarrays applied to the ionizing radiation response. Proc Natl Acad Sci USA. 2001, 98 (9): 5116-5121. 10.1073/pnas.091062498.CrossRefPubMedPubMedCentral
41.
go back to reference de Hoon MJL, Imoto S, Nolan J, Miyano S: Open source clustering software. Bioinformatics. 2004, 20 (9): 1453-1454. 10.1093/bioinformatics/bth078.CrossRefPubMed de Hoon MJL, Imoto S, Nolan J, Miyano S: Open source clustering software. Bioinformatics. 2004, 20 (9): 1453-1454. 10.1093/bioinformatics/bth078.CrossRefPubMed
42.
go back to reference Saldanha AJ: Java Treeview-extensible visualization of microarray data. Bioinformatics. 2004, 20 (17): 3246-3248. 10.1093/bioinformatics/bth349.CrossRefPubMed Saldanha AJ: Java Treeview-extensible visualization of microarray data. Bioinformatics. 2004, 20 (17): 3246-3248. 10.1093/bioinformatics/bth349.CrossRefPubMed
43.
go back to reference Barrett T, Troup DB, Wilhite SE, Ledoux P, Rudnev D, Evangelista C, Kim IF, Soboleva A, Tomashevsky M, Marshall KA: NCBI GEO: archive for high-throughput functional genomic data. Nucleic Acids Res. 2009, 37 (Database issue): D885-890.CrossRefPubMed Barrett T, Troup DB, Wilhite SE, Ledoux P, Rudnev D, Evangelista C, Kim IF, Soboleva A, Tomashevsky M, Marshall KA: NCBI GEO: archive for high-throughput functional genomic data. Nucleic Acids Res. 2009, 37 (Database issue): D885-890.CrossRefPubMed
44.
go back to reference John B, Enright AJ, Aravin A, Tuschl T, Sander C, Marks DS: Human MicroRNA targets. PLoS Biol. 2004, 2 (11): 1862-1879.CrossRef John B, Enright AJ, Aravin A, Tuschl T, Sander C, Marks DS: Human MicroRNA targets. PLoS Biol. 2004, 2 (11): 1862-1879.CrossRef
45.
go back to reference Friedman RC, Farh KK-H, Burge CB, Bartel DP: Most mammalian mRNAs are conserved targets of microRNAs. Gen Res. 2009, 19 (1): 92-105.CrossRef Friedman RC, Farh KK-H, Burge CB, Bartel DP: Most mammalian mRNAs are conserved targets of microRNAs. Gen Res. 2009, 19 (1): 92-105.CrossRef
46.
go back to reference Wang XW: miRDB: A microRNA target prediction and functional annotation database with a wiki interface. RNA-Publ RNA Soc. 2008, 14 (6): 1012-1017. 10.1261/rna.965408.CrossRef Wang XW: miRDB: A microRNA target prediction and functional annotation database with a wiki interface. RNA-Publ RNA Soc. 2008, 14 (6): 1012-1017. 10.1261/rna.965408.CrossRef
47.
go back to reference Miranda KC, Huynh T, Tay Y, Ang YS, Tam WL, Thomson AM, Lim B, Rigoutsos I: A pattern-based method for the identification of MicroRNA binding sites and their corresponding heteroduplexes. Cell. 2006, 126 (6): 1203-1217. 10.1016/j.cell.2006.07.031.CrossRefPubMed Miranda KC, Huynh T, Tay Y, Ang YS, Tam WL, Thomson AM, Lim B, Rigoutsos I: A pattern-based method for the identification of MicroRNA binding sites and their corresponding heteroduplexes. Cell. 2006, 126 (6): 1203-1217. 10.1016/j.cell.2006.07.031.CrossRefPubMed
48.
go back to reference Krek A, Grun D, Poy MN, Wolf R, Rosenberg L, Epstein EJ, MacMenamin P, da Piedade I, Gunsalus KC, Stoffel M: Combinatorial microRNA target predictions. Nat Genet. 2005, 37 (5): 495-500. 10.1038/ng1536.CrossRefPubMed Krek A, Grun D, Poy MN, Wolf R, Rosenberg L, Epstein EJ, MacMenamin P, da Piedade I, Gunsalus KC, Stoffel M: Combinatorial microRNA target predictions. Nat Genet. 2005, 37 (5): 495-500. 10.1038/ng1536.CrossRefPubMed
49.
go back to reference Dweep H, Sticht C, Pandey P, Gretz N: MiRWalk - database: prediction of possible miRNA binding sites by “walking” the genes of three genomes. J Biomed Info. 2011, 44 (5): 839-847. 10.1016/j.jbi.2011.05.002.CrossRef Dweep H, Sticht C, Pandey P, Gretz N: MiRWalk - database: prediction of possible miRNA binding sites by “walking” the genes of three genomes. J Biomed Info. 2011, 44 (5): 839-847. 10.1016/j.jbi.2011.05.002.CrossRef
50.
go back to reference Szklarczyk D, Franceschini A, Kuhn M, Simonovic M, Roth A, Minguez P, Doerks T, Stark M, Muller J, Bork P: The STRING database in 2011: functional interaction networks of proteins, globally integrated and scored. Nucleic Acids Res. 2011, 39 (Database issue): D561-568.CrossRefPubMed Szklarczyk D, Franceschini A, Kuhn M, Simonovic M, Roth A, Minguez P, Doerks T, Stark M, Muller J, Bork P: The STRING database in 2011: functional interaction networks of proteins, globally integrated and scored. Nucleic Acids Res. 2011, 39 (Database issue): D561-568.CrossRefPubMed
51.
go back to reference von Mering C, Jensen LJ, Snel B, Hooper SD, Krupp M, Foglierini M, Jouffre N, Huynen MA, Bork P: STRING: known and predicted protein-protein associations, integrated and transferred across organisms. Nucleic Acids Res. 2005, 33: D433-D437.CrossRefPubMed von Mering C, Jensen LJ, Snel B, Hooper SD, Krupp M, Foglierini M, Jouffre N, Huynen MA, Bork P: STRING: known and predicted protein-protein associations, integrated and transferred across organisms. Nucleic Acids Res. 2005, 33: D433-D437.CrossRefPubMed
52.
go back to reference Dennis G, Sherman BT, Hosack DA, Yang J, Gao W, Lane HC, Lempicki RA: DAVID: Database for annotation, visualization, and integrated discovery. Genome Biol. 2003, 4 (5): P3-10.1186/gb-2003-4-5-p3.CrossRefPubMed Dennis G, Sherman BT, Hosack DA, Yang J, Gao W, Lane HC, Lempicki RA: DAVID: Database for annotation, visualization, and integrated discovery. Genome Biol. 2003, 4 (5): P3-10.1186/gb-2003-4-5-p3.CrossRefPubMed
53.
go back to reference Kanehisa M, Goto S, Furumichi M, Tanabe M, Hirakawa M: KEGG for representation and analysis of molecular networks involving diseases and drugs. Nucleic Acids Res. 2010, 38 (Database issue): D355-360.CrossRefPubMed Kanehisa M, Goto S, Furumichi M, Tanabe M, Hirakawa M: KEGG for representation and analysis of molecular networks involving diseases and drugs. Nucleic Acids Res. 2010, 38 (Database issue): D355-360.CrossRefPubMed
54.
go back to reference D’Eustachio P: Reactome knowledgebase of human biological pathways and processes. Methods Mol Biol. 2011, 694: 49-61. 10.1007/978-1-60761-977-2_4.CrossRefPubMed D’Eustachio P: Reactome knowledgebase of human biological pathways and processes. Methods Mol Biol. 2011, 694: 49-61. 10.1007/978-1-60761-977-2_4.CrossRefPubMed
55.
go back to reference Cline MS, Smoot M, Cerami E, Kuchinsky A, Landys N, Workman C, Christmas R, Avila-Campilo I, Creech M, Gross B: Integration of biological networks and gene expression data using Cytoscape. Nat Protoc. 2007, 2 (10): 2366-2382. 10.1038/nprot.2007.324.CrossRefPubMedPubMedCentral Cline MS, Smoot M, Cerami E, Kuchinsky A, Landys N, Workman C, Christmas R, Avila-Campilo I, Creech M, Gross B: Integration of biological networks and gene expression data using Cytoscape. Nat Protoc. 2007, 2 (10): 2366-2382. 10.1038/nprot.2007.324.CrossRefPubMedPubMedCentral
56.
go back to reference Wang X: miRDB: a microRNA target prediction and functional annotation database with a wiki interface. RNA. 2008, 14 (6): 1012-1017. 10.1261/rna.965408.CrossRefPubMedPubMedCentral Wang X: miRDB: a microRNA target prediction and functional annotation database with a wiki interface. RNA. 2008, 14 (6): 1012-1017. 10.1261/rna.965408.CrossRefPubMedPubMedCentral
57.
go back to reference Watanabe T, Watanabe S, Kawaoka Y: Cellular networks involved in the influenza virus life cycle. Cell Host Microbe. 2010, 7 (6): 427-439. 10.1016/j.chom.2010.05.008.CrossRefPubMedPubMedCentral Watanabe T, Watanabe S, Kawaoka Y: Cellular networks involved in the influenza virus life cycle. Cell Host Microbe. 2010, 7 (6): 427-439. 10.1016/j.chom.2010.05.008.CrossRefPubMedPubMedCentral
58.
go back to reference Nathans R, Chu CY, Serquina AK, Lu CC, Cao H, Rana TM: Cellular MicroRNA and P bodies modulate host-HIV-1 interactions. Mol Cell. 2009, 34 (6): 696-709. 10.1016/j.molcel.2009.06.003.CrossRefPubMedPubMedCentral Nathans R, Chu CY, Serquina AK, Lu CC, Cao H, Rana TM: Cellular MicroRNA and P bodies modulate host-HIV-1 interactions. Mol Cell. 2009, 34 (6): 696-709. 10.1016/j.molcel.2009.06.003.CrossRefPubMedPubMedCentral
59.
go back to reference Lecellier CH, Dunoyer P, Arar K, Lehmann-Che J, Eyquem S, Himber C, Saib A, Voinnet O: A cellular microRNA mediates antiviral defense in human cells. Science. 2005, 308 (5721): 557-560. 10.1126/science.1108784.CrossRefPubMed Lecellier CH, Dunoyer P, Arar K, Lehmann-Che J, Eyquem S, Himber C, Saib A, Voinnet O: A cellular microRNA mediates antiviral defense in human cells. Science. 2005, 308 (5721): 557-560. 10.1126/science.1108784.CrossRefPubMed
60.
go back to reference Jopling CL, Schuetz S, Sarnow P: Position-dependent function for a tandem microRNA miR-122-binding site located in the hepatitis C virus RNA genome. Cell Host Microbe. 2008, 4 (1): 77-85. 10.1016/j.chom.2008.05.013.CrossRefPubMedPubMedCentral Jopling CL, Schuetz S, Sarnow P: Position-dependent function for a tandem microRNA miR-122-binding site located in the hepatitis C virus RNA genome. Cell Host Microbe. 2008, 4 (1): 77-85. 10.1016/j.chom.2008.05.013.CrossRefPubMedPubMedCentral
61.
go back to reference Jangra RK, Yi M, Lemon SM: Regulation of hepatitis C virus translation and infectious virus production by the MicroRNA miR-122. J Virol. 2010, 84 (13): 6615-6625. 10.1128/JVI.00417-10.CrossRefPubMedPubMedCentral Jangra RK, Yi M, Lemon SM: Regulation of hepatitis C virus translation and infectious virus production by the MicroRNA miR-122. J Virol. 2010, 84 (13): 6615-6625. 10.1128/JVI.00417-10.CrossRefPubMedPubMedCentral
62.
go back to reference Chang JH, Cruo JT, Jiang D, Guo HT, Taylor JM, Block TM: Liver-specific MicroRNA miR-122 enhances the replication of hepatitis C virus in nonhepatic cells. J Virol. 2008, 82 (16): 8215-8223. 10.1128/JVI.02575-07.CrossRefPubMedPubMedCentral Chang JH, Cruo JT, Jiang D, Guo HT, Taylor JM, Block TM: Liver-specific MicroRNA miR-122 enhances the replication of hepatitis C virus in nonhepatic cells. J Virol. 2008, 82 (16): 8215-8223. 10.1128/JVI.02575-07.CrossRefPubMedPubMedCentral
63.
go back to reference Steiner DF, Thomas MF, Hu JK, Yang Z, Babiarz JE, Allen CDC, Matloubian M, Blelloch R, Ansel KM: MicroRNA-29 regulates T-Box transcription factors and interferon-gamma production in helper T cells. Immunity. 2011, 35 (2): 169-181. 10.1016/j.immuni.2011.07.009.CrossRefPubMedPubMedCentral Steiner DF, Thomas MF, Hu JK, Yang Z, Babiarz JE, Allen CDC, Matloubian M, Blelloch R, Ansel KM: MicroRNA-29 regulates T-Box transcription factors and interferon-gamma production in helper T cells. Immunity. 2011, 35 (2): 169-181. 10.1016/j.immuni.2011.07.009.CrossRefPubMedPubMedCentral
64.
go back to reference Ding Z, Wang X, Khaidakov M, Liu S, Mehta JL: MicroRNA hsa-let-7g targets lectin-like oxidized low-density lipoprotein receptor-1 expression and inhibits apoptosis in human smooth muscle cells. Exp Biol Med. 2012, 237 (9): 1093-1100. 10.1258/ebm.2012.012082.CrossRef Ding Z, Wang X, Khaidakov M, Liu S, Mehta JL: MicroRNA hsa-let-7g targets lectin-like oxidized low-density lipoprotein receptor-1 expression and inhibits apoptosis in human smooth muscle cells. Exp Biol Med. 2012, 237 (9): 1093-1100. 10.1258/ebm.2012.012082.CrossRef
65.
go back to reference Kumar M, Ahmad T, Sharma A, Mabalirajan U, Kulshreshtha A, Agrawal A, Ghosh B: Let-7 microRNA-mediated regulation of IL-13 and allergic airway inflammation. J Allergy Clin Immunol. 2011, 128 (5): 1077-1085. 10.1016/j.jaci.2011.04.034.CrossRefPubMed Kumar M, Ahmad T, Sharma A, Mabalirajan U, Kulshreshtha A, Agrawal A, Ghosh B: Let-7 microRNA-mediated regulation of IL-13 and allergic airway inflammation. J Allergy Clin Immunol. 2011, 128 (5): 1077-1085. 10.1016/j.jaci.2011.04.034.CrossRefPubMed
66.
go back to reference Zhu Z, Homer RJ, Wang Z, Chen Q, Geba GP, Wang J, Zhang Y, Elias JA: Pulmonary expression of interleukin-13 causes inflammation, mucus hypersecretion, subepithelial fibrosis, physiologic abnormalities, and eotaxin production. J Clin Invest. 1999, 103 (6): 779-788. 10.1172/JCI5909.CrossRefPubMedPubMedCentral Zhu Z, Homer RJ, Wang Z, Chen Q, Geba GP, Wang J, Zhang Y, Elias JA: Pulmonary expression of interleukin-13 causes inflammation, mucus hypersecretion, subepithelial fibrosis, physiologic abnormalities, and eotaxin production. J Clin Invest. 1999, 103 (6): 779-788. 10.1172/JCI5909.CrossRefPubMedPubMedCentral
67.
go back to reference Fezeu L, Julia C, Henegar A, Bitu J, Hu FB, Grobbee DE, Kengne AP, Hercberg S, Czernichow S: Obesity is associated with higher risk of intensive care unit admission and death in influenza A (H1N1) patients: a systematic review and meta-analysis. Obes Rev. 2011, 12 (8): 653-659. 10.1111/j.1467-789X.2011.00864.x.CrossRefPubMed Fezeu L, Julia C, Henegar A, Bitu J, Hu FB, Grobbee DE, Kengne AP, Hercberg S, Czernichow S: Obesity is associated with higher risk of intensive care unit admission and death in influenza A (H1N1) patients: a systematic review and meta-analysis. Obes Rev. 2011, 12 (8): 653-659. 10.1111/j.1467-789X.2011.00864.x.CrossRefPubMed
68.
go back to reference Louie JK, Acosta M, Samuel MC, Schechter R, Vugia DJ, Harriman K, Matyas BT, Calif Pandem HNWG: A novel risk factor for a novel virus: obesity and 2009 pandemic influenza a (H1N1). Clin Infect Diseases. 2011, 52 (3): 301-312. 10.1093/cid/ciq152.CrossRef Louie JK, Acosta M, Samuel MC, Schechter R, Vugia DJ, Harriman K, Matyas BT, Calif Pandem HNWG: A novel risk factor for a novel virus: obesity and 2009 pandemic influenza a (H1N1). Clin Infect Diseases. 2011, 52 (3): 301-312. 10.1093/cid/ciq152.CrossRef
69.
go back to reference Jain S, Chaves SS: Obesity and influenza. Clin Infect Diseases. 2011, 53 (5): 422-424. 10.1093/cid/cir448.CrossRef Jain S, Chaves SS: Obesity and influenza. Clin Infect Diseases. 2011, 53 (5): 422-424. 10.1093/cid/cir448.CrossRef
70.
go back to reference Kornum JB, Norgaard M, Dethlefsen C, Due KM, Thomsen RW, Tjonneland A, Sorensen HT, Overvad K: Obesity and risk of subsequent hospitalisation with pneumonia. Eur Res J. 2010, 36 (6): 1330-1336. 10.1183/09031936.00184209.CrossRef Kornum JB, Norgaard M, Dethlefsen C, Due KM, Thomsen RW, Tjonneland A, Sorensen HT, Overvad K: Obesity and risk of subsequent hospitalisation with pneumonia. Eur Res J. 2010, 36 (6): 1330-1336. 10.1183/09031936.00184209.CrossRef
71.
go back to reference Hingston CD, Holmes TW, Saayman AG, Wise MP: Obesity and risk of pneumonia in patients with influenza. Eur Res J. 2011, 37 (5): 1299-1299.CrossRef Hingston CD, Holmes TW, Saayman AG, Wise MP: Obesity and risk of pneumonia in patients with influenza. Eur Res J. 2011, 37 (5): 1299-1299.CrossRef
72.
go back to reference Kok J, Blyth CC, Foo H, Bailey MJ, Pilcher DV, Webb SA, Seppelt IM, Dwyer DE, Iredell JR: Viral pneumonitis is increased in obese patients during the first wave of pandemic a(H1N1) 2009 virus. PLoS One. 2013, 8 (2): e55631-10.1371/journal.pone.0055631.CrossRefPubMedPubMedCentral Kok J, Blyth CC, Foo H, Bailey MJ, Pilcher DV, Webb SA, Seppelt IM, Dwyer DE, Iredell JR: Viral pneumonitis is increased in obese patients during the first wave of pandemic a(H1N1) 2009 virus. PLoS One. 2013, 8 (2): e55631-10.1371/journal.pone.0055631.CrossRefPubMedPubMedCentral
73.
go back to reference Smith AG, Sheridan PA, Tseng RJ, Sheridan JF, Beck MA: Selective impairment in dendritic cell function and altered antigen-specific CD8(+) T-cell responses in diet-induced obese mice infected with influenza virus. Immunology. 2009, 126 (2): 268-279. 10.1111/j.1365-2567.2008.02895.x.CrossRefPubMedPubMedCentral Smith AG, Sheridan PA, Tseng RJ, Sheridan JF, Beck MA: Selective impairment in dendritic cell function and altered antigen-specific CD8(+) T-cell responses in diet-induced obese mice infected with influenza virus. Immunology. 2009, 126 (2): 268-279. 10.1111/j.1365-2567.2008.02895.x.CrossRefPubMedPubMedCentral
74.
go back to reference Smith AG, Sheridan PA, Harp JB, Beck MA: Diet-induced obese mice have increased mortality and altered immune responses when infected with influenza virus. J Nutr. 2007, 137 (5): 1236-1243.PubMed Smith AG, Sheridan PA, Harp JB, Beck MA: Diet-induced obese mice have increased mortality and altered immune responses when infected with influenza virus. J Nutr. 2007, 137 (5): 1236-1243.PubMed
75.
go back to reference Karlsson EA, Sheridan PA, Beck MA: Diet-induced obesity impairs the T cell memory response to influenza virus infection. J Immunol. 2010, 184 (6): 3127-3133. 10.4049/jimmunol.0903220.CrossRefPubMed Karlsson EA, Sheridan PA, Beck MA: Diet-induced obesity impairs the T cell memory response to influenza virus infection. J Immunol. 2010, 184 (6): 3127-3133. 10.4049/jimmunol.0903220.CrossRefPubMed
76.
go back to reference Hulsmans M, Van Dooren E, Mathieu C, Holvoet P: Decrease of miR-146b-5p in monocytes during obesity is associated with loss of the anti-inflammatory but not insulin signaling action of adiponectin. PLoS One. 2012, 7 (2): e32794-10.1371/journal.pone.0032794.CrossRefPubMedPubMedCentral Hulsmans M, Van Dooren E, Mathieu C, Holvoet P: Decrease of miR-146b-5p in monocytes during obesity is associated with loss of the anti-inflammatory but not insulin signaling action of adiponectin. PLoS One. 2012, 7 (2): e32794-10.1371/journal.pone.0032794.CrossRefPubMedPubMedCentral
77.
go back to reference Yan X, Huang Y, Zhao JX, Rogers CJ, Zhu MJ, Ford SP, Nathanielsz PW, Du M: Maternal obesity downregulates microRNA let-7g expression, a possible mechanism for enhanced adipogenesis during ovine fetal skeletal muscle development. Int J Obes. 2013, 37 (4): 568-575. 10.1038/ijo.2012.69.CrossRef Yan X, Huang Y, Zhao JX, Rogers CJ, Zhu MJ, Ford SP, Nathanielsz PW, Du M: Maternal obesity downregulates microRNA let-7g expression, a possible mechanism for enhanced adipogenesis during ovine fetal skeletal muscle development. Int J Obes. 2013, 37 (4): 568-575. 10.1038/ijo.2012.69.CrossRef
78.
go back to reference Schmidt WM, Spiel AO, Jilma B, Wolzt M, Wuller M: In vivo profile of the human leukocyte microRNA response to endotoxemia. Biochem Biophysic Res Comm. 2009, 380 (3): 437-441. 10.1016/j.bbrc.2008.12.190.CrossRef Schmidt WM, Spiel AO, Jilma B, Wolzt M, Wuller M: In vivo profile of the human leukocyte microRNA response to endotoxemia. Biochem Biophysic Res Comm. 2009, 380 (3): 437-441. 10.1016/j.bbrc.2008.12.190.CrossRef
79.
go back to reference Giamarellos-Bourboulis EJ, Raftogiannis M, Antonopoulou A, Baziaka F, Koutoukas P, Savva A, Kanni T, Georgitsi M, Pistiki A, Tsaganos T: Effect of the Novel Influenza A (H1N1) Virus in the Human Immune System. PLoS One. 2009, 4 (12): e8393-10.1371/journal.pone.0008393.CrossRefPubMedPubMedCentral Giamarellos-Bourboulis EJ, Raftogiannis M, Antonopoulou A, Baziaka F, Koutoukas P, Savva A, Kanni T, Georgitsi M, Pistiki A, Tsaganos T: Effect of the Novel Influenza A (H1N1) Virus in the Human Immune System. PLoS One. 2009, 4 (12): e8393-10.1371/journal.pone.0008393.CrossRefPubMedPubMedCentral
80.
go back to reference Palacios G, Hornig M, Cisterna D, Savji N, Bussetti AV, Kapoor V, Hui J, Tokarz R, Briese T, Baumeister E: Streptococcus pneumoniae coinfection is correlated with the severity of H1N1 pandemic influenza. PLoS One. 2009, 4 (12): e8540-10.1371/journal.pone.0008540.CrossRefPubMedPubMedCentral Palacios G, Hornig M, Cisterna D, Savji N, Bussetti AV, Kapoor V, Hui J, Tokarz R, Briese T, Baumeister E: Streptococcus pneumoniae coinfection is correlated with the severity of H1N1 pandemic influenza. PLoS One. 2009, 4 (12): e8540-10.1371/journal.pone.0008540.CrossRefPubMedPubMedCentral
81.
go back to reference Cuadrado A, Nebreda AR: Mechanisms and functions of p38 MAPK signalling. Biochem J. 2010, 429: 403-417. 10.1042/BJ20100323.CrossRefPubMed Cuadrado A, Nebreda AR: Mechanisms and functions of p38 MAPK signalling. Biochem J. 2010, 429: 403-417. 10.1042/BJ20100323.CrossRefPubMed
82.
go back to reference Xing Z, Cardona CJ, Anunciacion J, Adams S, Dao N: Roles of the ERK MAPK in the regulation of proinflammatory and apoptotic responses in chicken macrophages infected with H9N2 avian influenza virus. J Gen Virol. 2010, 91: 343-351. 10.1099/vir.0.015578-0.CrossRefPubMed Xing Z, Cardona CJ, Anunciacion J, Adams S, Dao N: Roles of the ERK MAPK in the regulation of proinflammatory and apoptotic responses in chicken macrophages infected with H9N2 avian influenza virus. J Gen Virol. 2010, 91: 343-351. 10.1099/vir.0.015578-0.CrossRefPubMed
83.
go back to reference Marchant D, Singhera GK, Utokaparch S, Hackett TL, Boyd JH, Luo ZS, Si XN, Dorscheid DR, McManus BM, Hegele RG: Toll-like receptor 4-mediated activation of p38 mitogen-activated protein kinase is a determinant of respiratory virus entry and tropism. J Virol. 2010, 84 (21): 11359-11373. 10.1128/JVI.00804-10.CrossRefPubMedPubMedCentral Marchant D, Singhera GK, Utokaparch S, Hackett TL, Boyd JH, Luo ZS, Si XN, Dorscheid DR, McManus BM, Hegele RG: Toll-like receptor 4-mediated activation of p38 mitogen-activated protein kinase is a determinant of respiratory virus entry and tropism. J Virol. 2010, 84 (21): 11359-11373. 10.1128/JVI.00804-10.CrossRefPubMedPubMedCentral
84.
go back to reference Eierhoff T, Hrincius ER, Rescher U, Ludwig S, Ehrhardt C: The epidermal growth factor receptor (EGFR) promotes uptake of influenza a viruses (IAV) into host cells. PLoS Pathog. 2010, 6 (9): e1001099-10.1371/journal.ppat.1001099.CrossRefPubMedPubMedCentral Eierhoff T, Hrincius ER, Rescher U, Ludwig S, Ehrhardt C: The epidermal growth factor receptor (EGFR) promotes uptake of influenza a viruses (IAV) into host cells. PLoS Pathog. 2010, 6 (9): e1001099-10.1371/journal.ppat.1001099.CrossRefPubMedPubMedCentral
85.
go back to reference Wurzer WJ, Planz O, Ehrhardt C, Giner M, Silberzahn T, Pleschka S, Ludwig S: Caspase 3 activation is essential for efficient influenza virus propagation. EMBO J. 2003, 22 (11): 2717-2728. 10.1093/emboj/cdg279.CrossRefPubMedPubMedCentral Wurzer WJ, Planz O, Ehrhardt C, Giner M, Silberzahn T, Pleschka S, Ludwig S: Caspase 3 activation is essential for efficient influenza virus propagation. EMBO J. 2003, 22 (11): 2717-2728. 10.1093/emboj/cdg279.CrossRefPubMedPubMedCentral
86.
go back to reference SchultzCherry S, Hinshaw VS: Influenza virus neuraminidase activates latent transforming growth factor beta. J Virol. 1996, 70 (12): 8624-8629. SchultzCherry S, Hinshaw VS: Influenza virus neuraminidase activates latent transforming growth factor beta. J Virol. 1996, 70 (12): 8624-8629.
87.
go back to reference Bloomston M, Frankel WL, Petrocca F, Volinia S, Alder H, Hagan JP, Liu CG, Bhatt D, Taccioli C, Croce CM: MicroRNA expression patterns to differentiate pancreatic adenocarcinoma from normal pancreas and chronic pancreatitis. JAMA. 2007, 297 (17): 1901-1908. 10.1001/jama.297.17.1901.CrossRefPubMed Bloomston M, Frankel WL, Petrocca F, Volinia S, Alder H, Hagan JP, Liu CG, Bhatt D, Taccioli C, Croce CM: MicroRNA expression patterns to differentiate pancreatic adenocarcinoma from normal pancreas and chronic pancreatitis. JAMA. 2007, 297 (17): 1901-1908. 10.1001/jama.297.17.1901.CrossRefPubMed
88.
go back to reference Lehmann U, Hasemeier B, Romermann D, Muller M, Langer F, Kreipe H: Epigenetic inactivation of microRNA genes in mammary carcinoma. Verh Dtsch Ges Pathol. 2007, 91: 214-220.PubMed Lehmann U, Hasemeier B, Romermann D, Muller M, Langer F, Kreipe H: Epigenetic inactivation of microRNA genes in mammary carcinoma. Verh Dtsch Ges Pathol. 2007, 91: 214-220.PubMed
89.
go back to reference Tan Z, Randall G, Fan J, Camoretti-Mercado B, Brockman-Schneider R, Pan L, Solway J, Gern JE, Lemanske RF, Nicolae D: Allele-specific targeting of microRNAs to HLA-G and risk of asthma. Am J Human Gen. 2007, 81 (4): 829-834. 10.1086/521200.CrossRef Tan Z, Randall G, Fan J, Camoretti-Mercado B, Brockman-Schneider R, Pan L, Solway J, Gern JE, Lemanske RF, Nicolae D: Allele-specific targeting of microRNAs to HLA-G and risk of asthma. Am J Human Gen. 2007, 81 (4): 829-834. 10.1086/521200.CrossRef
90.
go back to reference Pan W, Zhu S, Yuan M, Cui HJ, Wang LJ, Luo XB, Li J, Zhou HB, Tang YJ, Shen N: MicroRNA-21 and MicroRNA-148a contribute to DNA hypomethylation in lupus CD4(+) T cells by directly and indirectly targeting DNA methyltransferase 1. J Immunol. 2010, 184 (12): 6773-6781. 10.4049/jimmunol.0904060.CrossRefPubMed Pan W, Zhu S, Yuan M, Cui HJ, Wang LJ, Luo XB, Li J, Zhou HB, Tang YJ, Shen N: MicroRNA-21 and MicroRNA-148a contribute to DNA hypomethylation in lupus CD4(+) T cells by directly and indirectly targeting DNA methyltransferase 1. J Immunol. 2010, 184 (12): 6773-6781. 10.4049/jimmunol.0904060.CrossRefPubMed
91.
go back to reference Liu X, Zhan Z, Xu L, Ma F, Li D, Guo Z, Li N, Cao X: MicroRNA-148/152 impair innate response and antigen presentation of TLR-triggered dendritic cells by targeting CaMKII alpha. J Immunol. 2010, 185 (12): 7244-7251. 10.4049/jimmunol.1001573.CrossRefPubMed Liu X, Zhan Z, Xu L, Ma F, Li D, Guo Z, Li N, Cao X: MicroRNA-148/152 impair innate response and antigen presentation of TLR-triggered dendritic cells by targeting CaMKII alpha. J Immunol. 2010, 185 (12): 7244-7251. 10.4049/jimmunol.1001573.CrossRefPubMed
92.
go back to reference Rouas R, Fawad-Kazan H, El Zein N, Lewalle P, Rothe F, Simion A, Akl H, Mourtada M, El Rifai M, Burny A: Human natural Treg microRNA signature: Role of microRNA-31 and microRNA-21 in FOXP3 expression. Eur J Immunol. 2009, 39 (6): 1608-1618. 10.1002/eji.200838509.CrossRefPubMed Rouas R, Fawad-Kazan H, El Zein N, Lewalle P, Rothe F, Simion A, Akl H, Mourtada M, El Rifai M, Burny A: Human natural Treg microRNA signature: Role of microRNA-31 and microRNA-21 in FOXP3 expression. Eur J Immunol. 2009, 39 (6): 1608-1618. 10.1002/eji.200838509.CrossRefPubMed
93.
go back to reference Wieckiewicz J, Goto R, Wood KJ: T regulatory cells and the control of alloimmunity: from characterisation to clinical application. Curr Opinion Immunol. 2010, 22 (5): 662-668. 10.1016/j.coi.2010.08.011.CrossRef Wieckiewicz J, Goto R, Wood KJ: T regulatory cells and the control of alloimmunity: from characterisation to clinical application. Curr Opinion Immunol. 2010, 22 (5): 662-668. 10.1016/j.coi.2010.08.011.CrossRef
94.
go back to reference Chen HX, Chen BG, Shi WW, Zhen R, Xu DP, Lin AF, Yan WH: Induction of cell surface human leukocyte antigen-G expression in pandemic H1N1 2009 and seasonal H1N1 influenza virus-infected patients. Human Immunol. 2011, 72 (2): 159-165. 10.1016/j.humimm.2010.11.009.CrossRef Chen HX, Chen BG, Shi WW, Zhen R, Xu DP, Lin AF, Yan WH: Induction of cell surface human leukocyte antigen-G expression in pandemic H1N1 2009 and seasonal H1N1 influenza virus-infected patients. Human Immunol. 2011, 72 (2): 159-165. 10.1016/j.humimm.2010.11.009.CrossRef
95.
go back to reference Pavlovic J, Haller O, Staeheli P: Human and mouse Mx-proteins inhibit different steps of the influenza-virus multiplication cycle. J Virol. 1992, 66 (4): 2564-2569.PubMedPubMedCentral Pavlovic J, Haller O, Staeheli P: Human and mouse Mx-proteins inhibit different steps of the influenza-virus multiplication cycle. J Virol. 1992, 66 (4): 2564-2569.PubMedPubMedCentral
96.
go back to reference Haller O, Staeheli P, Kochs G: Interferon-induced Mx proteins in antiviral host defense. Biochimie. 2007, 89 (6–7): 812-818.CrossRefPubMed Haller O, Staeheli P, Kochs G: Interferon-induced Mx proteins in antiviral host defense. Biochimie. 2007, 89 (6–7): 812-818.CrossRefPubMed
97.
go back to reference Tumpey TM, Szretter KJ, Van Hoeven N, Katz JM, Kochs G, Haller O, Garcia-Sastre A, Staeheli P: The Mx1 gene protects mice against the pandemic 1918 and highly lethal human H5N1 influenza viruses. J Virol. 2007, 81 (19): 10818-10821. 10.1128/JVI.01116-07.CrossRefPubMedPubMedCentral Tumpey TM, Szretter KJ, Van Hoeven N, Katz JM, Kochs G, Haller O, Garcia-Sastre A, Staeheli P: The Mx1 gene protects mice against the pandemic 1918 and highly lethal human H5N1 influenza viruses. J Virol. 2007, 81 (19): 10818-10821. 10.1128/JVI.01116-07.CrossRefPubMedPubMedCentral
98.
go back to reference Cilloniz C, Pantin-Jackwood MJ, Ni C, Carter VS, Korth MJ, Swayne DE, Tumpey TM, Katze MG: Molecular signatures associated with Mx1-mediated resistance to highly pathogenic influenza virus infection: mechanisms of survival. J Virol. 2012, 86 (5): 2437-2446. 10.1128/JVI.06156-11.CrossRefPubMedPubMedCentral Cilloniz C, Pantin-Jackwood MJ, Ni C, Carter VS, Korth MJ, Swayne DE, Tumpey TM, Katze MG: Molecular signatures associated with Mx1-mediated resistance to highly pathogenic influenza virus infection: mechanisms of survival. J Virol. 2012, 86 (5): 2437-2446. 10.1128/JVI.06156-11.CrossRefPubMedPubMedCentral
Metadata
Title
Microarray analysis of MicroRNA expression in peripheral blood mononuclear cells of critically ill patients with influenza A (H1N1)
Authors
Hao Song
Qi Wang
Yang Guo
Shunai Liu
Rui Song
Xuesong Gao
Li Dai
Baoshun Li
Deli Zhang
Jun Cheng
Publication date
01-12-2013
Publisher
BioMed Central
Published in
BMC Infectious Diseases / Issue 1/2013
Electronic ISSN: 1471-2334
DOI
https://doi.org/10.1186/1471-2334-13-257

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