Role of microRNA modulation in the interferon-α/ribavirin suppression of HIV-1 in vivo
Mohamed Abdel-Mohsen, Xutao Deng, Ali Danesh, Teri Liegler, Evan S Jacobs, Andri Rauch, Bruno Ledergerber, Philip J Norris, Huldrych F Günthard, Joseph K Wong, Satish K Pillai, Mohamed Abdel-Mohsen, Xutao Deng, Ali Danesh, Teri Liegler, Evan S Jacobs, Andri Rauch, Bruno Ledergerber, Philip J Norris, Huldrych F Günthard, Joseph K Wong, Satish K Pillai
Abstract
Background: Interferon-α (IFN-α) treatment suppresses HIV-1 viremia and reduces the size of the HIV-1 latent reservoir. Therefore, investigation of the molecular and immunologic effects of IFN-α may provide insights that contribute to the development of novel prophylactic, therapeutic and curative strategies for HIV-1 infection. In this study, we hypothesized that microRNAs (miRNAs) contribute to the IFN-α-mediated suppression of HIV-1. To inform the development of novel miRNA-based antiretroviral strategies, we investigated the effects of exogenous IFN-α treatment on global miRNA expression profile, HIV-1 viremia, and potential regulatory networks between miRNAs and cell-intrinsic anti-HIV-1 host factors in vivo.
Methods: Global miRNA expression was examined in longitudinal PBMC samples obtained from seven HIV/HCV-coinfected, antiretroviral therapy-naïve individuals before, during, and after pegylated interferon-α/ribavirin therapy (IFN-α/RBV). We implemented novel hybrid computational-empirical approaches to characterize regulatory networks between miRNAs and anti-HIV-1 host restriction factors.
Results: miR-422a was the only miRNA significantly modulated by IFN-α/RBV in vivo (p<0.0001, paired t test; FDR<0.037). Our interactome mapping revealed extensive regulatory involvement of miR-422a in p53-dependent apoptotic and pyroptotic pathways. Based on sequence homology and inverse expression relationships, 29 unique miRNAs may regulate anti-HIV-1 restriction factor expression in vivo.
Conclusions: The specific reduction of miR-422a is associated with exogenous IFN-α treatment, and likely contributes to the IFN-α suppression of HIV-1 through the enhancement of anti-HIV-1 restriction factor expression and regulation of genes involved in programmed cell death. Moreover, our regulatory network analysis presents additional candidate miRNAs that may be targeted to enhance anti-HIV-1 restriction factor expression in vivo.
Conflict of interest statement
Competing Interests: The authors have declared that no competing interests exist.
Figures
References
- Isaacs A, Lindenmann J (1957) Virus interference. I. The interferon. Proc R Soc Lond B Biol Sci 147: 258–267.
- Stetson DB, Medzhitov R (2006) Type I interferons in host defense. Immunity 25: 373–381.
- Marucco DA, Veronese L, de Requena DG, Bonora S, Calcagno A, et al. (2007) Antiretroviral activity of pegylated interferon alfa-2a in patients co-infected with HIV/hepatitis C virus. J Antimicrob Chemother 59: 565–568.
- Torriani FJ, Rodriguez-Torres M, Rockstroh JK, Lissen E, Gonzalez-Garcia J, et al. (2004) Peginterferon Alfa-2a plus ribavirin for chronic hepatitis C virus infection in HIV-infected patients. N Engl J Med 351: 438–450.
- Asmuth DM, Murphy RL, Rosenkranz SL, Lertora JJ, Kottilil S, et al. (2010) Safety, tolerability, and mechanisms of antiretroviral activity of pegylated interferon Alfa-2a in HIV-1-monoinfected participants: a phase II clinical trial. J Infect Dis 201: 1686–1696.
- Pillai S, Abdel-Mohsen M, Guatelli J, Skasko M, Monto A, et al. Interferon-α treatment potently suppresses HIV-1 viremia by inducing host restriction factors in vivo. (submitted).
- Azzoni L, Foulkes AS, Papasavvas E, Mexas AM, Lynn KM, et al. (2013) Pegylated Interferon Alfa-2a Monotherapy Results in Suppression of HIV Type 1 Replication and Decreased Cell-Associated HIV DNA Integration. J Infect Dis 207: 213–222.
- McNamara LA, Collins KL (2013) Interferon Alfa Therapy: Toward an Improved Treatment for HIV Infection. J Infect Dis 207: 201–203.
- Sun H, Buzon MJ, Shaw A, Berg RK, Yu XG, et al.. (2013) Hepatitis C Therapy With Interferon-alpha and Ribavirin Reduces CD4 T-Cell-Associated HIV-1 DNA in HIV-1/Hepatitis C Virus-Coinfected Patients. J Infect Dis.
- Rempel H, Sun B, Calosing C, Pillai SK, Pulliam L (2010) Interferon-alpha drives monocyte gene expression in chronic unsuppressed HIV-1 infection. AIDS 24: 1415–1423.
- Rotger M, Dang KK, Fellay J, Heinzen EL, Feng S, et al. (2010) Genome-wide mRNA expression correlates of viral control in CD4+ T-cells from HIV-1-infected individuals. PLoS Pathog 6: e1000781.
- Teijaro JR, Ng C, Lee AM, Sullivan BM, Sheehan KC, et al. (2013) Persistent LCMV infection is controlled by blockade of type I interferon signaling. Science 340: 207–211.
- Wilson EB, Yamada DH, Elsaesser H, Herskovitz J, Deng J, et al. (2013) Blockade of chronic type I interferon signaling to control persistent LCMV infection. Science 340: 202–207.
- Portales P, Reynes J, Pinet V, Rouzier-Panis R, Baillat V, et al. (2003) Interferon-alpha restores HIV-induced alteration of natural killer cell perforin expression in vivo. AIDS 17: 495–504.
- Pillai SK, Abdel-Mohsen M, Guatelli J, Skasko M, Monto A, et al. (2012) Role of retroviral restriction factors in the interferon-alpha-mediated suppression of HIV-1 in vivo. Proc Natl Acad Sci U S A 109: 3035–3040.
- Abdel-Mohsen M, Deng X, Liegler T, Guatelli JC, Salama MS, et al. (2014) Effects of Alpha Interferon Treatment on Intrinsic Anti-HIV-1 Immunity In Vivo. J Virol 88: 763–767.
- Abdel-Mohsen M, Raposo RA, Deng X, Li M, Liegler T, et al. (2013) Expression profile of host restriction factors in HIV-1 elite controllers. Retrovirology 10: 106.
- Bartel DP (2004) MicroRNAs: genomics, biogenesis, mechanism, and function. Cell 116: 281–297.
- Poy MN, Spranger M, Stoffel M (2007) microRNAs and the regulation of glucose and lipid metabolism. Diabetes Obes Metab 9 Suppl 2: 67–73.
- Calin GA, Croce CM (2006) MicroRNA-cancer connection: the beginning of a new tale. Cancer Res 66: 7390–7394.
- Scaria V, Hariharan M, Maiti S, Pillai B, Brahmachari SK (2006) Host-virus interaction: a new role for microRNAs. Retrovirology 3: 68.
- Althaus CF, Vongrad V, Niederost B, Joos B, Di Giallonardo F, et al. (2012) Tailored enrichment strategy detects low abundant small noncoding RNAs in HIV-1 infected cells. Retrovirology 9: 27.
- Schopman NC, Willemsen M, Liu YP, Bradley T, van Kampen A, et al. (2012) Deep sequencing of virus-infected cells reveals HIV-encoded small RNAs. Nucleic Acids Res 40: 414–427.
- Kozomara A, Griffiths-Jones S (2011) miRBase: integrating microRNA annotation and deep-sequencing data. Nucleic Acids Res 39: D152–157.
- Huang J, Wang F, Argyris E, Chen K, Liang Z, et al. (2007) Cellular microRNAs contribute to HIV-1 latency in resting primary CD4+ T lymphocytes. Nat Med 13: 1241–1247.
- Wang X, Ye L, Hou W, Zhou Y, Wang YJ, et al. (2009) Cellular microRNA expression correlates with susceptibility of monocytes/macrophages to HIV-1 infection. Blood 113: 671–674.
- Kulkarni S, Savan R, Qi Y, Gao X, Yuki Y, et al. (2011) Differential microRNA regulation of HLA-C expression and its association with HIV control. Nature 472: 495–498.
- Pedersen IM, Cheng G, Wieland S, Volinia S, Croce CM, et al. (2007) Interferon modulation of cellular microRNAs as an antiviral mechanism. Nature 449: 919–922.
- Schoeni-Affolter F, Ledergerber B, Rickenbach M, Rudin C, Gunthard HF, et al. (2010) Cohort profile: the Swiss HIV Cohort study. Int J Epidemiol 39: 1179–1189.
- Mestdagh P, Van Vlierberghe P, De Weer A, Muth D, Westermann F, et al. (2009) A novel and universal method for microRNA RT-qPCR data normalization. Genome Biol 10: R64.
- D’Haene B, Mestdagh P, Hellemans J, Vandesompele J (2012) miRNA expression profiling: from reference genes to global mean normalization. Methods Mol Biol 822: 261–272.
- Witwer KW, Clements JE (2012) Evidence for miRNA expression differences of HIV-1-positive, treatment-naive patients and elite suppressors: a re-analysis. Blood 119: 6395–6396.
- Vandesompele J, De Preter K, Pattyn F, Poppe B, Van Roy N, et al. (2002) Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Genome Biol 3: RESEARCH0034.
- Benjamini Y, Drai D, Elmer G, Kafkafi N, Golani I (2001) Controlling the false discovery rate in behavior genetics research. Behav Brain Res 125: 279–284.
- Houzet L, Klase Z, Yeung ML, Wu A, Le SY, et al. (2012) The extent of sequence complementarity correlates with the potency of cellular miRNA-mediated restriction of HIV-1. Nucleic Acids Res 40: 11684–11696.
- Song KH, Li T, Owsley E, Chiang JY (2010) A putative role of micro RNA in regulation of cholesterol 7alpha-hydroxylase expression in human hepatocytes. J Lipid Res 51: 2223–2233.
- Mao G, Lee S, Ortega J, Gu L, Li GM (2012) Modulation of microRNA processing by mismatch repair protein MutLalpha. Cell Res 22: 973–985.
- Zhang H, Richards B, Wilson T, Lloyd M, Cranston A, et al. (1999) Apoptosis induced by overexpression of hMSH2 or hMLH1. Cancer Res 59: 3021–3027.
- Yanamadala S, Ljungman M (2003) Potential role of MLH1 in the induction of p53 and apoptosis by blocking transcription on damaged DNA templates. Mol Cancer Res 1: 747–754.
- Guo A, Salomoni P, Luo J, Shih A, Zhong S, et al. (2000) The function of PML in p53-dependent apoptosis. Nat Cell Biol 2: 730–736.
- Porta C, Hadj-Slimane R, Nejmeddine M, Pampin M, Tovey MG, et al. (2005) Interferons alpha and gamma induce p53-dependent and p53-independent apoptosis, respectively. Oncogene 24: 605–615.
- Monroe KM, Yang Z, Johnson JR, Geng X, Doitsh G, et al.. (2013) IFI16 DNA Sensor Is Required for Death of Lymphoid CD4 T Cells Abortively Infected with HIV. Science.
- Doitsh G, Galloway NL, Geng X, Yang Z, Monroe KM, et al.. (2013) Cell death by pyroptosis drives CD4 T-cell depletion in HIV-1 infection. Nature.
- Peng X, Li Y, Walters KA, Rosenzweig ER, Lederer SL, et al. (2009) Computational identification of hepatitis C virus associated microRNA-mRNA regulatory modules in human livers. BMC Genomics 10: 373.
- Yang K, Shi HX, Liu XY, Shan YF, Wei B, et al. (2009) TRIM21 is essential to sustain IFN regulatory factor 3 activation during antiviral response. J Immunol 182: 3782–3792.
- McEwan WA, Tam JC, Watkinson RE, Bidgood SR, Mallery DL, et al. (2013) Intracellular antibody-bound pathogens stimulate immune signaling via the Fc receptor TRIM21. Nat Immunol 14: 327–336.
- McEwan WA, Hauler F, Williams CR, Bidgood SR, Mallery DL, et al. (2012) Regulation of virus neutralization and the persistent fraction by TRIM21. J Virol 86: 8482–8491.
- Mallery DL, McEwan WA, Bidgood SR, Towers GJ, Johnson CM, et al. (2010) Antibodies mediate intracellular immunity through tripartite motif-containing 21 (TRIM21). Proc Natl Acad Sci U S A 107: 19985–19990.
- Hubbard JJ, Greenwell-Wild T, Barrett L, Yang J, Lempicki RA, et al. (2012) Host gene expression changes correlating with anti-HIV-1 effects in human subjects after treatment with peginterferon Alfa-2a. J Infect Dis 205: 1443–1447.
- Ronald PJ, Robertson JR, Elton RA (1994) Continued drug use and other cofactors for progression to AIDS among injecting drug users. AIDS 8: 339–343.
- Specter S (1994) Drugs of abuse and infectious diseases. J Fla Med Assoc 81: 485–487.
- Wang Y, Wang X, Ye L, Li J, Song L, et al. (2012) Morphine suppresses IFN signaling pathway and enhances AIDS virus infection. PLoS One 7: e31167.
- Wang X, Ye L, Zhou Y, Liu MQ, Zhou DJ, et al. (2011) Inhibition of anti-HIV microRNA expression: a mechanism for opioid-mediated enhancement of HIV infection of monocytes. Am J Pathol 178: 41–47.
- Janssen HL, Reesink HW, Lawitz EJ, Zeuzem S, Rodriguez-Torres M, et al. (2013) Treatment of HCV infection by targeting microRNA. N Engl J Med 368: 1685–1694.
- Holland B, Wong J, Li M, Rasheed S (2013) Identification of human microRNA-like sequences embedded within the protein-encoding genes of the human immunodeficiency virus. PLoS One 8: e58586.
- Hariharan M, Scaria V, Pillai B, Brahmachari SK (2005) Targets for human encoded microRNAs in HIV genes. Biochem Biophys Res Commun 337: 1214–1218.
- Ahluwalia JK, Khan SZ, Soni K, Rawat P, Gupta A, et al. (2008) Human cellular microRNA hsa-miR-29a interferes with viral nef protein expression and HIV-1 replication. Retrovirology 5: 117.
- Mishra R, Singh SK (2013) HIV-1 Tat C modulates expression of miRNA-101 to suppress VE-cadherin in human brain microvascular endothelial cells. J Neurosci 33: 5992–6000.
- Zhang ZN, Xu JJ, Fu YJ, Liu J, Jiang YJ, et al. (2013) Transcriptomic analysis of peripheral blood mononuclear cells in rapid progressors in early HIV infection identifies a signature closely correlated with disease progression. Clin Chem 59: 1175–1186.
- Witwer KW, Watson AK, Blankson JN, Clements JE (2012) Relationships of PBMC microRNA expression, plasma viral load, and CD4+ T-cell count in HIV-1-infected elite suppressors and viremic patients. Retrovirology 9: 5.
- Swaminathan S, Suzuki K, Seddiki N, Kaplan W, Cowley MJ, et al. (2012) Differential regulation of the Let-7 family of microRNAs in CD4+ T cells alters IL-10 expression. J Immunol 188: 6238–6246.
- Hayes AM, Qian S, Yu L, Boris-Lawrie K (2011) Tat RNA silencing suppressor activity contributes to perturbation of lymphocyte miRNA by HIV-1. Retrovirology 8: 36.
- Yeung ML, Bennasser Y, Myers TG, Jiang G, Benkirane M, et al. (2005) Changes in microRNA expression profiles in HIV-1-transfected human cells. Retrovirology 2: 81.
Source: PubMed