Host transcriptomic signature as alternative test-of-cure in visceral leishmaniasis patients co-infected with HIV

EBioMedicine - Tập 55 - Trang 102748 - 2020
Wim Adriaensen1, Bart Cuypers2,3, Carlota F. Cordero1, Bewketu Mengasha4, Séverine Blesson5, Lieselotte Cnops1, Paul M. Kaye6, Fabiana Alves5, Ermias Diro4, Johan van Griensven1
1Unit of Neglected Tropical Diseases, Department of Clinical Sciences, Institute of Tropical Medicine, Nationalestraat 122, 2000 Antwerp, Belgium
2Unit of Molecular Parasitology, Department of Biomedical Sciences, Institute of Tropical Medicine, Nationalestraat 122, 2000 Antwerp, Belgium
3Adrem Data Lab, Department of Mathematics and Computer Science, University of Antwerp, Middelheim 1, 2020 Antwerp, Belgium
4Leishmaniasis Research and Treatment Centre, University of Gondar, Gondar, Ethiopia
5Drugs for Neglected Diseases initiative, 15 Chemin Louis-Dunant, 1202 Geneva, Switzerland
6York Biomedical Research Institute, University of York, United Kingdom

Tài liệu tham khảo

Burza, 2018, Leishmaniasis, Lancet, 392, 951, 10.1016/S0140-6736(18)31204-2 2018, Surveillance of leishmaniasis in the WHO European region, Wkly Epidomiological Rec, 93, 521 Diro, 2014, Visceral leishmaniasis and HIV coinfection in East Africa, PLoS Negl Trop Dis, 8, e2869, 10.1371/journal.pntd.0002869 Lindoso, 2016, Leishmaniasis-HIV coinfection: current challenges, HIV AIDS (Auckl), 8, 147 Alvar, 2008, The relationship between leishmaniasis and AIDS: the second 10 years, Clin Microbiol Rev, 21, 334, 10.1128/CMR.00061-07 Srivastava, 2011, Diagnosis of visceral leishmaniasis, Trans R Soc Trop Med Hyg, 105, 1, 10.1016/j.trstmh.2010.09.006 Pourabbas, 2013, Quantification of leishmania infantum kinetoplast DNA for monitoring the response to meglumine antimoniate therapy in visceral leishmaniasis, Am J Trop Med Hyg, 88, 868, 10.4269/ajtmh.12-0440 Croft, 2006, Drug resistance in leishmaniasis, Clin Microbiol Rev, 19, 111, 10.1128/CMR.19.1.111-126.2006 Liu, 2017, Transcriptomic signatures differentiate survival from fatal outcomes in humans infected with Ebola virus, Genome Biol, 18, 4, 10.1186/s13059-016-1137-3 Robinson M, Sweeney TE, Barouch-Bentov R, Sahoo MK, Kalesinskas L, Vallania F, et al. A 20-Gene set predictive of progression to severe dengue. Cell Rep 26(5), 1104–11. e4. https://doi.org/10.1016/j.celrep.2019.01.033. Thompson, 2017, Host blood RNA signatures predict the outcome of tuberculosis treatment, Tuberculosis, 107, 48, 10.1016/j.tube.2017.08.004 Fakiola, 2019, Transcriptional blood signatures for active and amphotericin B treated visceral leishmaniasis in India, PLoS Negl Trop Dis, 13, 10.1371/journal.pntd.0007673 Salih, 2017, Expression profiling of Sudanese visceral leishmaniasis patients pre- and post-treatment with sodium stibogluconate, Parasite Immunol, 39, e12431, 10.1111/pim.12431 Gardinassi, 2016, Blood transcriptional profiling reveals immunological signatures of distinct states of infection of humans with leishmania infantum, PLoS Negl Trop Dis, 10, 10.1371/journal.pntd.0005123 Diro, 2019, A randomized trial of ambisome monotherapy and ambisome and miltefosine combination to treat visceral leishmaniasis in HIV co-infected patients in Ethiopia, PLoS Negl Trop Dis, 13, 10.1371/journal.pntd.0006988 Diro, 2019, Long term outcomes and prognostics of visceral leishmaniasis in HIV infected patients with use of pentamidine as secondary prophylaxis based on CD4 level: a prospective cohort study in Ethiopia, PLoS Negl Trop Dis, 13, 10.1371/journal.pntd.0007132 Chaussabel, 2008, A modular analysis framework for blood genomics studies: application to systemic lupus erythematosus, Immunity, 29, 150, 10.1016/j.immuni.2008.05.012 Li, 2014, Molecular signatures of antibody responses derived from a systems biology study of five human vaccines, Nat Immunol, 15, 195, 10.1038/ni.2789 Shannon, 2003, Cytoscape: a software environment for integrated models of biomolecular interaction networks, Genome Res, 13, 2498, 10.1101/gr.1239303 Bindea, 2009, ClueGO: a cytoscape plug-in to decipher functionally grouped gene ontology and pathway annotation networks, Bioinformatics, 25, 1091, 10.1093/bioinformatics/btp101 Pedregosa, 2011, Scikit-learn: machine learning in python, J Mach Learn Res, 12, 2825 Nakayama, 2018, Assessment of suitable reference genes for RT-QPCR studies in chronic rhinosinusitis, Sci Rep, 8, 10.1038/s41598-018-19834-9 Watson, 2007, Determination of suitable housekeeping genes for normalisation of quantitative real time PCR analysis of cells infected with human immunodeficiency virus and herpes viruses, Virol J, 4, 10.1186/1743-422X-4-130 Rodrigues, 2016, Regulation of immunity during visceral leishmania infection, Parasit Vectors, 9, 118, 10.1186/s13071-016-1412-x Nylén, 2007, Interleukin-10 and the pathogenesis of human visceral leishmaniasis, Trends Immunol, 28, 378, 10.1016/j.it.2007.07.004 Rodríguez, 2014, Eosinophils and mast cells in leishmaniasis, Immunol Res, 59, 129, 10.1007/s12026-014-8536-x Thangam, 2018, The role of histamine and histamine receptors in mast cell-mediated allergy and inflammation: the hunt for new therapeutic targets, Front Immunol, 9, 1873, 10.3389/fimmu.2018.01873 Fletcher, 2015, SLFN14 mutations underlie thrombocytopenia with excessive bleeding and platelet secretion defects, J Clin Invest, 125, 3600, 10.1172/JCI80347 Atianand, 2017, Immunobiology of long noncoding RNAs, Annu Rev Immunol, 35, 177, 10.1146/annurev-immunol-041015-055459 Warsinske, 2019, Host-response-based gene signatures for tuberculosis diagnosis: a systematic comparison of 16 signatures, PLoS Med, 16, 10.1371/journal.pmed.1002786 Burel, 2019, Host transcriptomics as a tool to identify diagnostic and mechanistic immune signatures of tuberculosis, Front Immunol, 10, 221, 10.3389/fimmu.2019.00221