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1.
Bioinformatics ; 36(24): 5571-5581, 2021 04 05.
Article in English | MEDLINE | ID: mdl-33244583

ABSTRACT

MOTIVATION: The Severe Acute Respiratory Syndrome-Coronavirus 2 (SARS-CoV-2) has recently emerged as the responsible for the pandemic outbreak of the coronavirus disease 2019. This virus is closely related to coronaviruses infecting bats and Malayan pangolins, species suspected to be an intermediate host in the passage to humans. Several genomic mutations affecting viral proteins have been identified, contributing to the understanding of the recent animal-to-human transmission. However, the capacity of SARS-CoV-2 to encode functional putative microRNAs (miRNAs) remains largely unexplored. RESULTS: We have used deep learning to discover 12 candidate stem-loop structures hidden in the viral protein-coding genome. Among the precursors, the expression of eight mature miRNAs-like sequences was confirmed in small RNA-seq data from SARS-CoV-2 infected human cells. Predicted miRNAs are likely to target a subset of human genes of which 109 are transcriptionally deregulated upon infection. Remarkably, 28 of those genes potentially targeted by SARS-CoV-2 miRNAs are down-regulated in infected human cells. Interestingly, most of them have been related to respiratory diseases and viral infection, including several afflictions previously associated with SARS-CoV-1 and SARS-CoV-2. The comparison of SARS-CoV-2 pre-miRNA sequences with those from bat and pangolin coronaviruses suggests that single nucleotide mutations could have helped its progenitors jumping inter-species boundaries, allowing the gain of novel mature miRNAs targeting human mRNAs. Our results suggest that the recent acquisition of novel miRNAs-like sequences in the SARS-CoV-2 genome may have contributed to modulate the transcriptional reprograming of the new host upon infection. AVAILABILITY AND IMPLEMENTATION: https://github.com/sinc-lab/sarscov2-mirna-discovery. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
COVID-19 , Coronavirus , Animals , Betacoronavirus , Coronavirus/genetics , Genome, Viral , Humans , Pandemics , SARS-CoV-2
5.
J Virol Methods ; 178(1-2): 106-16, 2011 Dec.
Article in English | MEDLINE | ID: mdl-21906626

ABSTRACT

The velvetbean caterpillar, Anticarsia gemmatalis Hübner (Lepidoptera: Noctuidae), is one of the main plagues for soybean crops. Velvetbean caterpillar larvae are susceptible to be infected by occlusion bodies of the baculovirus Anticarsia gemmatalis multiple nucleopolyhedrovirus (AgMNPV), a biological insecticide. The insect cell line saUFL-AG-286 produces very high yields of occlusion bodies of AgMNPV in suspension cultures done in the low-cost serum-free medium UNL-10 in shake-flasks. However, its ability to adapt to conditions of industrial production in bioreactors was unknown. The aim of this study was to characterize the growth of saUFL-AG-286 cell cultures in UNL-10 medium, as well as its capability to replicate AgMNPV in two different bio-reactors at laboratory scale. The cell line was able to adapt to conditions that can be used at industrial scale, both in an airlift reactor and a stirred reactor, although the former was better than the last to support the cell growth. The infection with AgMNPV in the airlift reactor produced a high yield of occlusion bodies, with very low production of budded virus, the progeny used as inoculums. On the other hand, infection in the stirred reactor yielded high titers of budded virus. These results suggest that a feasible strategy for scaling-up the production of AgMNPV might involve the use of airlift reactors for the scaling-up of cell suspension cultures and the final production of occlusion bodies, while the scaling-up of the viral inoculums being carried out under conditions as those existing in stirred reactors.


Subject(s)
Bioreactors/virology , Nucleopolyhedroviruses/growth & development , Animals , Biotechnology/methods , Cell Culture Techniques/methods , Cell Line , Culture Media, Serum-Free , Lepidoptera/virology
6.
J Virol Methods ; 162(1-2): 258-66, 2009 Dec.
Article in English | MEDLINE | ID: mdl-19733196

ABSTRACT

The influence of the conditions of infection on the yield of occlusion bodies (OBs) of the Anticarsia gemmatalis multiple nucleopolyhedrovirus (AgMNPV), produced in serum-free suspension cultures of saUFL-AG-286 cells, was investigated by two 2(2) full factorial experiments with centre point. Each experiment tested the effects of the initial cell density and the multiplicity of infection at two levels, in the four possible combinations of levels and conditions, plus a further combination with each condition set at the middle of its extreme levels. The yield of occlusion bodies proved to be sensitive to the modification of infection conditions. Maximum yield as high as 3 x 10(8) OBs mL(-1) was attained provided that the maximum density of viable cells was in the range between 4 and 8 x 10(5) cells mL(-1). The optimum value of the maximum density of viable cells could be reached by the combination of several values of initial cell density and multiplicity of infection. A regression model was established and validated in order to optimize the infection conditions. These results demonstrate the importance of an adequate selection of infection conditions, and they could be useful in the development of a feasible in vitro process to produce the AgMNPV insecticide in a new serum-free medium.


Subject(s)
Inclusion Bodies, Viral/metabolism , Moths/virology , Nucleopolyhedroviruses/growth & development , Nucleopolyhedroviruses/pathogenicity , Animals , Cell Count , Cell Line , Culture Media , Culture Media, Serum-Free , Kinetics , Nucleopolyhedroviruses/isolation & purification , Virus Cultivation
7.
J Clin Microbiol ; 42(2): 884-7, 2004 Feb.
Article in English | MEDLINE | ID: mdl-14766880

ABSTRACT

Pathozyme-Myco G (Myco G), M, A, and TB complex plus (Omega Diagnostics Ltd., Alloa, Scotland) were evaluated for the serological diagnosis of pulmonary tuberculosis (TB) in an Argentinean population. Sera from 58 patients with pulmonary TB, 24 subjects with pulmonary mycobacteriosis or mycoses (pulmonary MM group), and 45 subjects with other underlying disorders (control group) were analyzed. The sensitivities of the tests ranged from 29% (Myco M) to 82% (Myco G) in smear-positive patients (17 subjects) and from 29% (TB complex plus) to 49% (Myco G) in smear-negative patients (41 subjects). The specificities of the assays varied from 93% (Myco M) to 100% (Myco G and TB complex plus) in controls and from 62% (Myco A) to 96% (TB complex plus) in the pulmonary MM group. Overall, for the diagnosis of smear-negative patients, Myco G had the best characteristics, with a sensitivity of 49% and specificities of 100% for controls and 75% for the pulmonary MM group; after its combination with TB complex plus, its sensitivity improved to 59%. Nevertheless, despite its relatively poor capacity to discriminate between pulmonary TB and pulmonary MM, Myco G, alone or in combination with TB complex plus, would be a useful diagnostic tool for patients with suspected pulmonary TB living in areas where the relative prevalence of pulmonary MM was low.


Subject(s)
Enzyme-Linked Immunosorbent Assay/methods , Mycobacterium/isolation & purification , Tuberculosis, Pulmonary/diagnosis , Argentina/epidemiology , Humans , Leprosy/diagnosis , Leprosy/epidemiology , Reagent Kits, Diagnostic , Reproducibility of Results , Sensitivity and Specificity , Specimen Handling/methods , Tuberculosis, Pulmonary/epidemiology
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