Proteomic analysis reveals differentially abundant proteins probably involved in the virulence of amastigote and promastigote forms of Leishmania infantum.

Owing to the importance and clinical diversity of Leishmania infantum, studying its virulence factors is promising for understanding the relationship between parasites and hosts. In the present study, differentially abundant proteins from strains with different degrees of virulence in promastigote and amastigote forms were compared using two quantitative proteomics techniques, differential gel electrophoresis and isobaric mass tag labeling, followed by identification by mass spectrometry. A total of 142 proteins were identified: 96 upregulated and 46 downregulated proteins in the most virulent strain compared to less virulent. The interaction between the proteins identified in each evolutionary form was predicted. The results showed that in the amastigote form of the most virulent strain, there was a large group of proteins related to glycolysis, heat shock, and ribosomal proteins, whereas in the promastigote form, the group consisted of stress response, heat shock, and ribosomal proteins. In addition, biological processes related to metabolic pathways, ribosomes, and oxidative phosphorylation were enriched in the most virulent strain (BH400). Finally, we noted several proteins previously found to play important roles in L. infantum infection, which showed increased abundance in the virulent strain, such as ribosomal proteins, HSP70, enolase, fructose 1,6-biphosphate aldolase, peroxidoxin, and tryparedoxin peroxidase, many of which interact with each other.

Comparative transcriptomic analysis of antimony resistant and susceptible Leishmania infantum lines.

BACKGROUND: One of the major challenges to leishmaniasis treatment is the emergence of parasites resistant to antimony. To study differentially expressed genes associated with drug resistance, we performed a comparative transcriptomic analysis between wild-type and potassium antimonyl tartrate (SbIII)-resistant Leishmania infantum lines using high-throughput RNA sequencing. METHODS: All the cDNA libraries were constructed from promastigote forms of each line, sequenced and analyzed using STAR for mapping the reads against the reference genome (L. infantum JPCM5) and DESeq2 for differential expression statistical analyses. All the genes were functionally annotated using sequence similarity search. RESULTS: The analytical pipeline considering an adjusted p-value < 0.05 and fold change > 2.0 identified 933 transcripts differentially expressed (DE) between wild-type and SbIII-resistant L. infantum lines. Out of 933 DE transcripts, 504 presented functional annotation and 429 were assigned as hypothetical proteins. A total of 837 transcripts were upregulated and 96 were downregulated in the SbIII-resistant L. infantum line. Using this DE dataset, the proteins were further grouped in functional classes according to the gene ontology database. The functional enrichment analysis for biological processes showed that the upregulated transcripts in the SbIII-resistant line are associated with protein phosphorylation, microtubule-based movement, ubiquitination, host-parasite interaction, cellular process and other categories. The downregulated transcripts in the SbIII-resistant line are assigned in the GO categories: ribonucleoprotein complex, ribosome biogenesis, rRNA processing, nucleosome assembly and translation. CONCLUSIONS: The transcriptomic profile of L. infantum showed a robust set of genes from different metabolic pathways associated with the antimony resistance phenotype in this parasite. Our results address the complex and multifactorial antimony resistance mechanisms in Leishmania, identifying several candidate genes that may be further evaluated as molecular targets for chemotherapy of leishmaniasis.

Diversity and genome mapping assessment of disordered and functional domains in trypanosomatids.

The proteins that have structural disorder exemplify a class of proteins which is part of a new frontier in structural biology that demands a new understanding of the paradigm of structure/function correlations. In order to address the location, relative distances and the functional/structural correlation between disordered and conserved domains, consensus disordered predictions were mapped together with CDD domains in Leishmania braziliensis M2904, Leishmania infantum JPCM5, Trypanosoma cruzi CL-Brener Esmeraldo-like, Trypanosoma cruzi Dm28c, Trypanosoma cruzi Sylvio X10, Blechomonas ayalai B08-376 and Paratrypanosoma confusum CUL13 predicted proteomes. Our results depicts the role of protein disorder in key aspects of parasites biology highlighting: a) statistical significant association between genome structural location of protein disordered consensus stretches and functional domains; b) that disordered protein stretches appear in greater percentage at upstream or downstream position of the predicted domain; c) a possible role of structural disorder in several gene expression, control points that includes but are not limited to: i) protein folding; ii) protein transport and degradation; and iii) protein modification. In addition, for values of protein with disorder content greater than 40%, a small percentage of protein binding sites in IDPs/IDRs, a higher hypothetical protein annotation frequency was observed than expected by chance and trypanosomatid multigene families linked with virulence are rich in protein with disorder content. SIGNIFICANCE: T. cruzi and Leishmania spp are the etiological agents of Chagas disease and leishmaniasis, respectively. Currently, no vaccine or effective drug treatment is available against these neglected diseases and the knowledge about the post-transcriptional and post-translational mechanisms of these organisms, which are key for this scenario, remain scarce. This study depicts the potential impact of the proximity between protein structural disorder and functional domains in the post-transcriptional regulation of pathogenic versus human non-pathogenic trypanosomatids. Our results revealed a significant statistical relationship between the genome structural locations of these two variables and disordered regions appearing more frequently at upstream or downstream positions of the CDD locus domain. This flexibility feature would maintain structural accessibility of functional sites for post-translational modifications, shedding light into this important aspect of parasite biology. This hypothesis is corroborated by the functional enrichment analysis of disordered proteins subset that highlight the involvement of this class of proteins in protein folding, protein transport and degradation and protein modification. Furthermore, our results pointed out: a) the impact of protein disorder in the process of genome annotation (proteins tend to be annotated as hypothetical when the disorder content reaches ~40%); b) that trypanosomatid multigenic families linked with virulence have a key protein disorder content.

Integração de dados de expressão gênica e proteômica em redes de interação proteína-proteína de Trypanosoma cruzi

Paradoxalmente vivemos um momento da pesquisa científica em que possuímos um volume abundante de dados, mas com dificuldades cada vez maiores de se obter informações a partir deles. Diversidade de formatos, dificuldade na construção de uma forma de acesso simples, mas não superficial, ausência de um identificador único para as unidades biológicas de estudo (proteínas, RNAs, genes, etc.) e falta de integração entre os bancos de dados são alguns dos desafios enfrentados cotidianamente na tarefa de mineração de informações a partir dessas diversas fontes. Com o objetivo de contribuir na tarefa de extração de informações a partir de fontes públicas, mediante a integração de dados de enriquecimento funcional, construímos uma metodologia de trabalho que permite a obtenção, filtragem e tratamento de dados oriundos do banco STRING v.10 e de análises massivas de RNA e proteínas, integrando-os em redes de interação proteína-proteína através do software Cytoscape. Como organismo modelo, trabalhamos com dois clones de Trypanosoma cruzi, apresentando diferenças relacionadas aos perfis de infectividade (alta e baixa infectividade). Utilizamos dados de genes diferencialmente expressos identificados em experimentos de RNA-Seq e shotgun proteomics . Durante o estudo foram construídos 11 scripts e 3 programas, parte integrante de uma metodologiamodular aplicável a outros organismos e modelos experimentais, tanto em sua totalidade quando parcialmente

Como resultado, além da metodologia, obtivemos também o resultado de sua implementação, que consistiu de uma série de redes deinteração proteína-proteína do organismo estudado, onde foram destacadas características de interesse biológico, tais como informações de EC number, agrupamentos funcionais, tipo de interação entre as proteínas e importância dasproteínas segundo métricas de teoria de grafos. Concluímos, então, que a utilização de redes de interação proteína-proteína pode ser uma ótima estratégia tanto para a realização de novos estudos quanto para a revisão de estudos anteriores, uma vez que podemos extrair novas informações a partir de dados já existentes publicamente. Além disso as redes nos fornecem uma visão sistêmica do organismo, o que pode desvelar novos olhares sobre a sua biologia dos organismos de estudo