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1.
Nat Rev Genet ; 22(4): 251-262, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-33257848

RESUMEN

Intratumour heterogeneity and phenotypic plasticity, sustained by a range of somatic aberrations, as well as epigenetic and metabolic adaptations, are the principal mechanisms that enable cancers to resist treatment and survive under environmental stress. A comprehensive picture of the interplay between different somatic aberrations, from point mutations to whole-genome duplications, in tumour initiation and progression is lacking. We posit that different genomic aberrations generally exhibit a temporal order, shaped by a balance between the levels of mutations and selective pressures. Repeat instability emerges first, followed by larger aberrations, with compensatory effects leading to robust tumour fitness maintained throughout the tumour progression. A better understanding of the interplay between genetic aberrations, the microenvironment, and epigenetic and metabolic cellular states is essential for early detection and prevention of cancer as well as development of efficient therapeutic strategies.


Asunto(s)
Adaptación Fisiológica/genética , Epigénesis Genética/genética , Neoplasias/genética , Microambiente Tumoral/genética , Regulación Neoplásica de la Expresión Génica/genética , Humanos , Mutación/genética , Neoplasias/patología
2.
PLoS Pathog ; 19(7): e1011530, 2023 07.
Artículo en Inglés | MEDLINE | ID: mdl-37459347

RESUMEN

Several persistent pathogens employ antigenic variation to continually evade mammalian host adaptive immune responses. African trypanosomes use variant surface glycoproteins (VSGs) for this purpose, transcribing one telomeric VSG expression-site at a time, and exploiting a reservoir of (sub)telomeric VSG templates to switch the active VSG. It has been known for over fifty years that new VSGs emerge in a predictable order in Trypanosoma brucei, and differential activation frequencies are now known to contribute to the hierarchy. Switching of approximately 0.01% of dividing cells to many new VSGs, in the absence of post-switching competition, suggests that VSGs are deployed in a highly profligate manner, however. Here, we report that switched trypanosomes do indeed compete, in a highly predictable manner that is dependent upon the activated VSG. We induced VSG gene recombination and switching in in vitro culture using CRISPR-Cas9 nuclease to target the active VSG. VSG dynamics, that were independent of host immune selection, were subsequently assessed using RNA-seq. Although trypanosomes activated VSGs from repressed expression-sites at relatively higher frequencies, the population of cells that activated minichromosomal VSGs subsequently displayed a competitive advantage and came to dominate. Furthermore, the advantage appeared to be more pronounced for longer VSGs. Differential growth of switched clones was also associated with wider differences, affecting transcripts involved in nucleolar function, translation, and energy metabolism. We conclude that antigenic variants compete, and that the population of cells that activates minichromosome derived VSGs displays a competitive advantage. Thus, competition among variants impacts antigenic variation dynamics in African trypanosomes and likely prolongs immune evasion with a limited set of antigens.


Asunto(s)
Trypanosoma brucei brucei , Trypanosoma , Animales , Glicoproteínas Variantes de Superficie de Trypanosoma/genética , Trypanosoma brucei brucei/metabolismo , Variación Antigénica/genética , Evasión Inmune/genética , Glicoproteínas de Membrana/metabolismo , Mamíferos
3.
Nucleic Acids Res ; 50(14): e79, 2022 08 12.
Artículo en Inglés | MEDLINE | ID: mdl-35524555

RESUMEN

Trypanosomatids cause the neglected tropical diseases, sleeping sickness, Chagas disease and the leishmaniases. Studies on these lethal parasites would be further facilitated by new and improved genetic technologies. Scalable precision editing methods, for example, could be used to improve our understanding of potential mutations associated with drug resistance, a current priority given that several new anti-trypanosomal drugs, with known targets, are currently in clinical development. We report the development of a simple oligo targeting method for rapid and precise editing of priority drug targets in otherwise wild type trypanosomatids. In Trypanosoma brucei, approx. 50-b single-stranded oligodeoxynucleotides were optimal, multiple base edits could be incorporated, and editing efficiency was substantially increased when mismatch repair was suppressed. Resistance-associated edits were introduced in T. brucei cyclin dependent kinase 12 (CRK12, L482F) or cleavage and polyadenylation specificity factor 3 (N232H), in the Trypanosoma cruzi proteasome ß5 subunit (G208S), or in Leishmania donovani CRK12 (G572D). We further implemented oligo targeting for site saturation mutagenesis, targeting codon G492 in T. brucei CRK12. This approach, combined with amplicon sequencing for codon variant scoring, revealed fourteen resistance conferring G492 edits encoding six distinct amino acids. The outputs confirm on-target drug activity, reveal a variety of resistance-associated mutations, and facilitate rapid assessment of potential impacts on drug efficacy.


Asunto(s)
Parásitos , Trypanosoma brucei brucei , Trypanosoma cruzi , Animales , Codón/metabolismo , Resistencia a Medicamentos/genética , Mutación , Parásitos/genética , Trypanosoma brucei brucei/genética , Trypanosoma brucei brucei/metabolismo , Trypanosoma cruzi/genética
4.
J Proteome Res ; 22(11): 3418-3426, 2023 11 03.
Artículo en Inglés | MEDLINE | ID: mdl-37774690

RESUMEN

Blood serum and plasma are arguably the most commonly analyzed clinical samples, with dozens of proteins serving as validated biomarkers for various human diseases. Top-down proteomics may provide additional insights into disease etiopathogenesis since this approach focuses on protein forms, or proteoforms, originally circulating in blood, potentially providing access to information about relevant post-translational modifications, truncations, single amino acid substitutions, and many other sources of protein variation. However, the vast majority of proteomic studies on serum and plasma are carried out using peptide-centric, bottom-up approaches that cannot recapitulate the original proteoform content of samples. Clinical laboratories have been slow to adopt top-down analysis, also due to higher sample handling requirements. In this study, we describe a straightforward protocol for intact proteoform sample preparation based on the depletion of albumin and immunoglobulins, followed by simplified protein fractionation via polyacrylamide gel electrophoresis. After molecular weight-based fractionation, we supplemented the traditional liquid chromatography-tandem mass spectrometry (LC-MS2) data acquisition with high-field asymmetric waveform ion mobility spectrometry (FAIMS) to further simplify serum proteoform mixtures. This LC-FAIMS-MS2 method led to the identification of over 1000 serum proteoforms < 30 kDa, outperforming traditional LC-MS2 data acquisition and more than doubling the number of proteoforms identified in previous studies.


Asunto(s)
Espectrometría de Movilidad Iónica , Suero , Humanos , Espectrometría de Movilidad Iónica/métodos , Suero/química , Proteómica/métodos , Proteínas/análisis , Espectrometría de Masas/métodos
5.
Anal Chem ; 95(23): 9090-9096, 2023 06 13.
Artículo en Inglés | MEDLINE | ID: mdl-37252723

RESUMEN

The high-throughput quantification of intact proteoforms using a label-free approach is typically performed on proteins in the 0-30 kDa mass range extracted from whole cell or tissue lysates. Unfortunately, even when high-resolution separation of proteoforms is achieved by either high-performance liquid chromatography or capillary electrophoresis, the number of proteoforms that can be identified and quantified is inevitably limited by the inherent sample complexity. Here, we benchmark label-free quantification of proteoforms of Escherichia coli by applying gas-phase fractionation (GPF) via field asymmetric ion mobility spectrometry (FAIMS). Recent advances in Orbitrap instrumentation have enabled the acquisition of high-quality intact and fragmentation mass spectra without the need for averaging time-domain transients prior to Fourier transform. The resulting speed improvements allowed for the application of multiple FAIMS compensation voltages in the same liquid chromatography-tandem mass spectrometry experiment without increasing the overall data acquisition cycle. As a result, the application of FAIMS to label-free quantification based on intact mass spectra substantially increases the number of both identified and quantified proteoforms without penalizing quantification accuracy in comparison to traditional label-free experiments that do not adopt GPF.


Asunto(s)
Espectrometría de Movilidad Iónica , Espectrometría de Masas en Tándem , Espectrometría de Masas en Tándem/métodos , Proteómica/métodos , Proteínas/análisis , Cromatografía Liquida , Escherichia coli/química
6.
Ear Hear ; 44(1): 109-117, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-36218270

RESUMEN

OBJECTIVES: Spectral resolution correlates with speech understanding in post-lingually deafened adults with cochlear implants (CIs) and is proposed as a non-linguistic measure of device efficacy in implanted infants. However, spectral resolution develops gradually through adolescence regardless of hearing status. Spectral resolution relies on two different factors that mature at markedly different rates: Resolution of ripple peaks (frequency resolution) matures during infancy whereas sensitivity to across-spectrum intensity modulation (spectral modulation sensitivity) matures by age 12. Investigation of spectral resolution as a clinical measure for implanted infants requires understanding how each factor develops and constrains speech understanding with a CI. This study addresses the limitations of the present literature. First, the paucity of relevant data requires replication and generalization across measures of spectral resolution. Second, criticism that previously used measures of spectral resolution may reflect non-spectral cues needs to be addressed. Third, rigorous behavioral measurement of spectral resolution in individual infants is limited by attrition. To address these limitations, we measured discrimination of spectrally modulated, or rippled, sounds at two modulation depths in normal hearing (NH) infants and adults. Non-spectral cues were limited by constructing stimuli with spectral envelopes that change in phase across time. Pilot testing suggested that dynamic spectral envelope stimuli appeared to hold infants' attention and lengthen habituation time relative to previously used static ripple stimuli. A post-hoc condition was added to ensure that the stimulus noise carrier was not obscuring age differences in spectral resolution. The degree of improvement in discrimination at higher ripple depth represents spectral frequency resolution independent of the overall threshold. It was hypothesized that adults would have better thresholds than infants but both groups would show similar effects of modulation depth. DESIGN: Participants were 53 6- to 7-month-old infants and 23 adults with NH with no risk factors for hearing loss who passed bilateral otoacoustic emissions screening. Stimuli were created from complexes with 33- or 100-tones per octave, amplitude-modulated across frequency and time with constant 5 Hz envelope phase-drift and spectral ripple density from 1 to 20 ripples per octave (RPO). An observer-based, single-interval procedure measured the highest RPO (1 to 19) a listener could discriminate from a 20 RPO stimulus. Age-group and stimulus pure-tone complex were between-subjects variables whereas modulation depth (10 or 20 dB) was within-subjects. Linear-mixed model analysis was used to test for the significance of the main effects and interactions. RESULTS: All adults and 94% of infants provided ripple density thresholds at both modulation depths. The upper range of threshold approached 17 RPO with the 100-tones/octave carrier and 20 dB depth condition. As expected, mean threshold was significantly better with the 100-tones/octave compared with the 33-tones/octave complex, better in adults than in infants, and better at 20 dB than 10 dB modulation depth. None of the interactions reached significance, suggesting that the effect of modulation depth on the threshold was not different for infants or adults. CONCLUSIONS: Spectral ripple discrimination can be measured in infants with minimal listener attrition using dynamic ripple stimuli. Results are consistent with previous findings that spectral resolution is immature in infancy due to immature spectral modulation sensitivity rather than frequency resolution.


Asunto(s)
Implantación Coclear , Implantes Cocleares , Percepción del Habla , Adulto , Adolescente , Humanos , Lactante , Niño , Umbral Auditivo , Ruido/efectos adversos , Emisiones Otoacústicas Espontáneas , Estimulación Acústica
7.
Antimicrob Agents Chemother ; 66(1): e0153521, 2022 01 18.
Artículo en Inglés | MEDLINE | ID: mdl-34606338

RESUMEN

Phenotypic screening identified an arylsulfonamide compound with activity against Trypanosoma cruzi, the causative agent of Chagas' disease. Comprehensive mode of action studies revealed that this compound primarily targets the T. cruzi proteasome, binding at the interface between ß4 and ß5 subunits that catalyze chymotrypsin-like activity. A mutation in the ß5 subunit of the proteasome was associated with resistance to compound 1, while overexpression of this mutated subunit also reduced susceptibility to compound 1. Further genetically engineered and in vitro-selected clones resistant to proteasome inhibitors known to bind at the ß4/ß5 interface were cross-resistant to compound 1. Ubiquitinated proteins were additionally found to accumulate in compound 1-treated epimastigotes. Finally, thermal proteome profiling identified malic enzyme as a secondary target of compound 1, although malic enzyme inhibition was not found to drive potency. These studies identify a novel pharmacophore capable of inhibiting the T. cruzi proteasome that may be exploitable for anti-chagasic drug discovery.


Asunto(s)
Enfermedad de Chagas , Trypanosoma cruzi , Enfermedad de Chagas/tratamiento farmacológico , Descubrimiento de Drogas , Humanos , Complejo de la Endopetidasa Proteasomal/metabolismo , Inhibidores de Proteasoma/farmacología , Trypanosoma cruzi/química
8.
PLoS Pathog ; 16(11): e1008932, 2020 11.
Artículo en Inglés | MEDLINE | ID: mdl-33141865

RESUMEN

Livestock diseases caused by Trypanosoma congolense, T. vivax and T. brucei, collectively known as nagana, are responsible for billions of dollars in lost food production annually. There is an urgent need for novel therapeutics. Encouragingly, promising antitrypanosomal benzoxaboroles are under veterinary development. Here, we show that the most efficacious subclass of these compounds are prodrugs activated by trypanosome serine carboxypeptidases (CBPs). Drug-resistance to a development candidate, AN11736, emerged readily in T. brucei, due to partial deletion within the locus containing three tandem copies of the CBP genes. T. congolense parasites, which possess a larger array of related CBPs, also developed resistance to AN11736 through deletion within the locus. A genome-scale screen in T. brucei confirmed CBP loss-of-function as the primary mechanism of resistance and CRISPR-Cas9 editing proved that partial deletion within the locus was sufficient to confer resistance. CBP re-expression in either T. brucei or T. congolense AN11736-resistant lines restored drug-susceptibility. CBPs act by cleaving the benzoxaborole AN11736 to a carboxylic acid derivative, revealing a prodrug activation mechanism. Loss of CBP activity results in massive reduction in net uptake of AN11736, indicating that entry is facilitated by the concentration gradient created by prodrug metabolism.


Asunto(s)
Compuestos de Boro/metabolismo , Carboxipeptidasas/metabolismo , Tripanocidas/metabolismo , Trypanosoma brucei brucei/enzimología , Trypanosoma congolense/enzimología , Trypanosoma vivax/enzimología , Tripanosomiasis Africana/veterinaria , Valina/análogos & derivados , Animales , Ácidos Carboxílicos/metabolismo , Resistencia a Medicamentos , Femenino , Ganado , Ratones , Parasitemia/veterinaria , Profármacos/metabolismo , Proteínas Protozoarias/metabolismo , Trypanosoma brucei brucei/efectos de los fármacos , Trypanosoma congolense/efectos de los fármacos , Trypanosoma vivax/efectos de los fármacos , Tripanosomiasis Africana/tratamiento farmacológico , Tripanosomiasis Africana/parasitología , Valina/metabolismo
9.
Extremophiles ; 26(1): 15, 2022 Mar 16.
Artículo en Inglés | MEDLINE | ID: mdl-35296937

RESUMEN

Extremophiles exist among all three domains of life; however, physiological mechanisms for surviving harsh environmental conditions differ among Bacteria, Archaea and Eukarya. Consequently, we expect that domain-specific variation of diversity and community assembly patterns exist along environmental gradients in extreme environments. We investigated inter-domain community compositional differences along a high-elevation salinity gradient in the McMurdo Dry Valleys, Antarctica. Conductivity for 24 soil samples collected along the gradient ranged widely from 50 to 8355 µS cm-1. Taxonomic richness varied among domains, with a total of 359 bacterial, 2 archaeal, 56 fungal, and 69 non-fungal eukaryotic operational taxonomic units (OTUs). Richness for bacteria, archaea, fungi, and non-fungal eukaryotes declined with increasing conductivity (all P < 0.05). Principal coordinate ordination analysis (PCoA) revealed significant (ANOSIM R = 0.97) groupings of low/high salinity bacterial OTUs, while OTUs from other domains were not significantly clustered. Bacterial beta diversity was unimodally distributed along the gradient and had a nested structure driven by species losses, whereas in fungi and non-fungal eukaryotes beta diversity declined monotonically without strong evidence of nestedness. Thus, while increased salinity acts as a stressor in all domains, the mechanisms driving community assembly along the gradient differ substantially between the domains.


Asunto(s)
Archaea , Bacterias , Biodiversidad , Hongos , Regiones Antárticas , Archaea/genética , Hongos/genética , Salinidad , Suelo/química
11.
Proc Natl Acad Sci U S A ; 116(34): 16987-16996, 2019 08 20.
Artículo en Inglés | MEDLINE | ID: mdl-31387980

RESUMEN

Repetitive sequences are hotspots of evolution at multiple levels. However, due to difficulties involved in their assembly and analysis, the role of repeats in tumor evolution is poorly understood. We developed a rigorous motif-based methodology to quantify variations in the repeat content, beyond microsatellites, in proteomes and genomes directly from proteomic and genomic raw data. This method was applied to a wide range of tumors and normal tissues. We identify high similarity between repeat instability patterns in tumors and their patient-matched adjacent normal tissues. Nonetheless, tumor-specific signatures both in protein expression and in the genome strongly correlate with cancer progression and robustly predict the tumorigenic state. In a patient, the hierarchy of genomic repeat instability signatures accurately reconstructs tumor evolution, with primary tumors differentiated from metastases. We observe an inverse relationship between repeat instability and point mutation load within and across patients independent of other somatic aberrations. Thus, repeat instability is a distinct, transient, and compensatory adaptive mechanism in tumor evolution and a potential signal for early detection.


Asunto(s)
Bases de Datos Genéticas , Regulación Neoplásica de la Expresión Génica , Inestabilidad Genómica , Modelos Biológicos , Proteínas de Neoplasias , Neoplasias , Humanos , Proteínas de Neoplasias/biosíntesis , Proteínas de Neoplasias/genética , Neoplasias/genética , Neoplasias/metabolismo , Neoplasias/patología , Proteómica
12.
Proc Natl Acad Sci U S A ; 116(19): 9318-9323, 2019 05 07.
Artículo en Inglés | MEDLINE | ID: mdl-30962368

RESUMEN

Visceral leishmaniasis (VL), caused by the protozoan parasites Leishmania donovani and Leishmania infantum, is one of the major parasitic diseases worldwide. There is an urgent need for new drugs to treat VL, because current therapies are unfit for purpose in a resource-poor setting. Here, we describe the development of a preclinical drug candidate, GSK3494245/DDD01305143/compound 8, with potential to treat this neglected tropical disease. The compound series was discovered by repurposing hits from a screen against the related parasite Trypanosoma cruzi Subsequent optimization of the chemical series resulted in the development of a potent cidal compound with activity against a range of clinically relevant L. donovani and L. infantum isolates. Compound 8 demonstrates promising pharmacokinetic properties and impressive in vivo efficacy in our mouse model of infection comparable with those of the current oral antileishmanial miltefosine. Detailed mode of action studies confirm that this compound acts principally by inhibition of the chymotrypsin-like activity catalyzed by the ß5 subunit of the L. donovani proteasome. High-resolution cryo-EM structures of apo and compound 8-bound Leishmania tarentolae 20S proteasome reveal a previously undiscovered inhibitor site that lies between the ß4 and ß5 proteasome subunits. This induced pocket exploits ß4 residues that are divergent between humans and kinetoplastid parasites and is consistent with all of our experimental and mutagenesis data. As a result of these comprehensive studies and due to a favorable developability and safety profile, compound 8 is being advanced toward human clinical trials.


Asunto(s)
Antiprotozoarios/administración & dosificación , Leishmania donovani/efectos de los fármacos , Leishmania infantum/efectos de los fármacos , Leishmaniasis Visceral/diagnóstico por imagen , Inhibidores de Proteasoma/administración & dosificación , Proteínas Protozoarias/antagonistas & inhibidores , Animales , Antiprotozoarios/química , Sitios de Unión , Modelos Animales de Enfermedad , Evaluación Preclínica de Medicamentos , Humanos , Leishmania donovani/química , Leishmania donovani/enzimología , Leishmania infantum/química , Leishmania infantum/enzimología , Leishmaniasis Visceral/parasitología , Masculino , Ratones , Complejo de la Endopetidasa Proteasomal/química , Complejo de la Endopetidasa Proteasomal/metabolismo , Inhibidores de Proteasoma/química , Conformación Proteica , Proteínas Protozoarias/química , Proteínas Protozoarias/metabolismo
13.
J Biol Chem ; 295(24): 8331-8347, 2020 06 12.
Artículo en Inglés | MEDLINE | ID: mdl-32354742

RESUMEN

Introduced about a century ago, suramin remains a frontline drug for the management of early-stage East African trypanosomiasis (sleeping sickness). Cellular entry into the causative agent, the protozoan parasite Trypanosoma brucei, occurs through receptor-mediated endocytosis involving the parasite's invariant surface glycoprotein 75 (ISG75), followed by transport into the cytosol via a lysosomal transporter. The molecular basis of the trypanocidal activity of suramin remains unclear, but some evidence suggests broad, but specific, impacts on trypanosome metabolism (i.e. polypharmacology). Here we observed that suramin is rapidly accumulated in trypanosome cells proportionally to ISG75 abundance. Although we found little evidence that suramin disrupts glycolytic or glycosomal pathways, we noted increased mitochondrial ATP production, but a net decrease in cellular ATP levels. Metabolomics highlighted additional impacts on mitochondrial metabolism, including partial Krebs' cycle activation and significant accumulation of pyruvate, corroborated by increased expression of mitochondrial enzymes and transporters. Significantly, the vast majority of suramin-induced proteins were normally more abundant in the insect forms compared with the blood stage of the parasite, including several proteins associated with differentiation. We conclude that suramin has multiple and complex effects on trypanosomes, but unexpectedly partially activates mitochondrial ATP-generating activity. We propose that despite apparent compensatory mechanisms in drug-challenged cells, the suramin-induced collapse of cellular ATP ultimately leads to trypanosome cell death.


Asunto(s)
Metabolismo Energético/efectos de los fármacos , Mitocondrias/metabolismo , Suramina/farmacología , Trypanosoma brucei brucei/metabolismo , Adenosina Trifosfato/metabolismo , Flagelos/efectos de los fármacos , Flagelos/metabolismo , Flagelos/ultraestructura , Glucólisis/efectos de los fármacos , Potencial de la Membrana Mitocondrial/efectos de los fármacos , Metaboloma/efectos de los fármacos , Microcuerpos/efectos de los fármacos , Microcuerpos/metabolismo , Microcuerpos/ultraestructura , Mitocondrias/efectos de los fármacos , Mitocondrias/ultraestructura , Modelos Moleculares , Prolina/metabolismo , Proteoma/metabolismo , ATPasas de Translocación de Protón/metabolismo , Proteínas Protozoarias/metabolismo , Ácido Pirúvico/metabolismo
14.
BMC Genomics ; 22(1): 644, 2021 Sep 06.
Artículo en Inglés | MEDLINE | ID: mdl-34488632

RESUMEN

BACKGROUND: Inversion Symmetry is a generalization of the second Chargaff rule, stating that the count of a string of k nucleotides on a single chromosomal strand equals the count of its inverse (reverse-complement) k-mer. It holds for many species, both eukaryotes and prokaryotes, for ranges of k which may vary from 7 to 10 as chromosomal lengths vary from 2Mbp to 200 Mbp. Building on this formalism we introduce the concept of k-mer distances between chromosomes. We formulate two k-mer distance measures, D1 and D2, which depend on k. D1 takes into account all k-mers (for a single k) appearing on single strands of the two compared chromosomes, whereas D2 takes into account both strands of each chromosome. Both measures reflect dissimilarities in global chromosomal structures. RESULTS: After defining the various distance measures and summarizing their properties, we also define proximities that rely on the existence of synteny blocks between chromosomes of different bacterial strains. Comparing pairs of strains of bacteria, we find negative correlations between synteny proximities and k-mer distances, thus establishing the meaning of the latter as measures of evolutionary distances among bacterial strains. The synteny measures we use are appropriate for closely related bacterial strains, where considerable sections of chromosomes demonstrate high direct or reversed equality. These measures are not appropriate for comparing different bacteria or eukaryotes. K-mer structural distances can be defined for all species. Because of the arbitrariness of strand choices, we employ only the D2 measure when comparing chromosomes of different species. The results for comparisons of various eukaryotes display interesting behavior which is partially consistent with conventional understanding of evolutionary genomics. In particular, we define ratios of minimal k-mer distances (KDR) between unmasked and masked chromosomes of two species, which correlate with both short and long evolutionary scales. CONCLUSIONS: k-mer distances reflect dissimilarities among global chromosomal structures. They carry information which aggregates all mutations. As such they can complement traditional evolution studies , which mainly concentrate on coding regions.


Asunto(s)
Cromosomas , Genómica , Inversión Cromosómica , Cromosomas/genética , Eucariontes , Evolución Molecular , Humanos , Sintenía
15.
Rapid Commun Mass Spectrom ; : e9128, 2021 May 20.
Artículo en Inglés | MEDLINE | ID: mdl-34015160

RESUMEN

Database search engines for bottom-up proteomics largely ignore peptide fragment ion intensities during the automated scoring of tandem mass spectra against protein databases. Recent advances in deep learning allow the accurate prediction of peptide fragment ion intensities. Using these predictions to calculate additional intensity-based scores helps to overcome this drawback. Here, we describe a processing workflow termed INFERYS™ rescoring for the intensity-based rescoring of Sequest HT search engine results in Thermo Scientific™ Proteome Discoverer™ 2.5 software. The workflow is based on the deep learning platform INFERYS capable of predicting fragment ion intensities, which runs on personal computers without the need for graphics processing units. This workflow calculates intensity-based scores comparing peptide spectrum matches from Sequest HT and predicted spectra. Resulting scores are combined with classical search engine scores for input to the false discovery rate estimation tool Percolator. We demonstrate the merits of this approach by analyzing a classical HeLa standard sample and exemplify how this workflow leads to a better separation of target and decoy identifications, in turn resulting in increased peptide spectrum match, peptide and protein identification numbers. On an immunopeptidome dataset, this workflow leads to a 50% increase in identified peptides, emphasizing the advantage of intensity-based scores when analyzing low-intensity spectra or analytes with very similar physicochemical properties that require vast search spaces. Overall, the end-to-end integration of INFERYS rescoring enables simple and easy access to a powerful enhancement to classical database search engines, promising a deeper, more confident and more comprehensive analysis of proteomic data from any organism by unlocking the intensity dimension of tandem mass spectra for identification and more confident scoring.

16.
Mol Cell ; 52(4): 554-65, 2013 Nov 21.
Artículo en Inglés | MEDLINE | ID: mdl-24267450

RESUMEN

Faithful copying of the genome is essential for life. In eukaryotes, a single archaeo-eukaryotic primase (AEP), DNA primase, is required for the initiation and progression of DNA replication. Here we have identified additional eukaryotic AEP-like proteins with DNA-dependent primase and/or polymerase activity. Uniquely, the genomes of trypanosomatids, a group of kinetoplastid protozoa of significant medical importance, encode two PrimPol-like (PPL) proteins. In the African trypanosome, PPL2 is a nuclear enzyme present in G2 phase cells. Following PPL2 knockdown, a cell-cycle arrest occurs after the bulk of DNA synthesis, the DNA damage response is activated, and cells fail to recover. Consistent with this phenotype, PPL2 replicates damaged DNA templates in vitro, including templates containing the UV-induced pyrimidine-pyrimidone (6-4) photoproduct. Furthermore, PPL2 accumulates at sites of nuclear DNA damage. Taken together, our results indicate an essential role for PPL2 in postreplication tolerance of endogenous DNA damage, thus allowing completion of genome duplication.


Asunto(s)
Replicación del ADN , ADN Polimerasa Dirigida por ADN/metabolismo , Proteínas Protozoarias/metabolismo , Trypanosoma brucei brucei/enzimología , Secuencia de Aminoácidos , Cromosomas/genética , Secuencia Conservada , Daño del ADN , Cartilla de ADN/genética , Cartilla de ADN/metabolismo , Reparación del ADN , ADN Protozoario/genética , ADN Polimerasa Dirigida por ADN/genética , Técnicas de Silenciamiento del Gen , Datos de Secuencia Molecular , Transporte de Proteínas , Proteínas Protozoarias/genética , Trypanosoma brucei brucei/genética
17.
Nucleic Acids Res ; 47(13): 7063-7077, 2019 07 26.
Artículo en Inglés | MEDLINE | ID: mdl-31127277

RESUMEN

Post-transcriptional regulons coordinate the expression of groups of genes in eukaryotic cells, yet relatively few have been characterized. Parasitic trypanosomatids are particularly good models for studies on such mechanisms because they exhibit almost exclusive polycistronic, and unregulated, transcription. Here, we identify the Trypanosoma brucei ZC3H39/40 RNA-binding proteins as regulators of the respiratome; the mitochondrial electron transport chain (complexes I-IV) and the FoF1-ATP synthase (complex V). A high-throughput RNAi screen initially implicated both ZC3H proteins in variant surface glycoprotein (VSG) gene silencing. This link was confirmed and both proteins were shown to form a cytoplasmic ZC3H39/40 complex. Transcriptome and mRNA-interactome analyses indicated that the impact on VSG silencing was indirect, while the ZC3H39/40 complex specifically bound and stabilized transcripts encoding respiratome-complexes. Quantitative proteomic analyses revealed specific positive control of >20 components from complexes I, II and V. Our findings establish a link between the mitochondrial respiratome and VSG gene silencing in bloodstream form T. brucei. They also reveal a major respiratome regulon controlled by the conserved trypanosomatid ZC3H39/40 RNA-binding proteins.


Asunto(s)
Respiración de la Célula/fisiología , Regulación de la Expresión Génica/genética , Proteínas Protozoarias/fisiología , Proteínas de Unión al ARN/fisiología , Regulón/fisiología , Trypanosoma brucei brucei/fisiología , Adaptación Fisiológica , Secuencia de Aminoácidos , Transporte de Electrón/fisiología , Silenciador del Gen , Humanos , Mitocondrias/metabolismo , Parasitemia/parasitología , Mapeo de Interacción de Proteínas , Proteómica/métodos , ATPasas de Translocación de Protón/fisiología , Interferencia de ARN , Alineación de Secuencia , Homología de Secuencia de Aminoácido , Transcriptoma , Trypanosoma brucei brucei/aislamiento & purificación , Tripanosomiasis Africana/parasitología , Glicoproteínas Variantes de Superficie de Trypanosoma/biosíntesis , Glicoproteínas Variantes de Superficie de Trypanosoma/genética
18.
Proc Natl Acad Sci U S A ; 115(38): 9616-9621, 2018 09 18.
Artículo en Inglés | MEDLINE | ID: mdl-30185555

RESUMEN

African trypanosomes cause lethal and neglected tropical diseases, known as sleeping sickness in humans and nagana in animals. Current therapies are limited, but fortunately, promising therapies are in advanced clinical and veterinary development, including acoziborole (AN5568 or SCYX-7158) and AN11736, respectively. These benzoxaboroles will likely be key to the World Health Organization's target of disease control by 2030. Their mode of action was previously unknown. We have developed a high-coverage overexpression library and use it here to explore drug mode of action in Trypanosoma brucei Initially, an inhibitor with a known target was used to select for drug resistance and to test massive parallel library screening and genome-wide mapping; this effectively identified the known target and validated the approach. Subsequently, the overexpression screening approach was used to identify the target of the benzoxaboroles, Cleavage and Polyadenylation Specificity Factor 3 (CPSF3, Tb927.4.1340). We validated the CPSF3 endonuclease as the target, using independent overexpression strains. Knockdown provided genetic validation of CPSF3 as essential, and GFP tagging confirmed the expected nuclear localization. Molecular docking and CRISPR-Cas9-based editing demonstrated how acoziborole can specifically block the active site and mRNA processing by parasite, but not host CPSF3. Thus, our findings provide both genetic and chemical validation for CPSF3 as an important drug target in trypanosomes and reveal inhibition of mRNA maturation as the mode of action of the trypanocidal benzoxaboroles. Understanding the mechanism of action of benzoxaborole-based therapies can assist development of improved therapies, as well as the prediction and monitoring of resistance, if or when it arises.


Asunto(s)
Factor de Especificidad de Desdoblamiento y Poliadenilación/antagonistas & inhibidores , Proteínas Protozoarias/antagonistas & inhibidores , Tripanocidas/farmacología , Trypanosoma brucei brucei/fisiología , Tripanosomiasis Africana/prevención & control , Animales , Benzamidas/farmacología , Benzamidas/uso terapéutico , Compuestos de Boro/farmacología , Compuestos de Boro/uso terapéutico , Sistemas CRISPR-Cas , Núcleo Celular/genética , Núcleo Celular/metabolismo , Factor de Especificidad de Desdoblamiento y Poliadenilación/genética , Factor de Especificidad de Desdoblamiento y Poliadenilación/metabolismo , Resistencia a Medicamentos/efectos de los fármacos , Resistencia a Medicamentos/genética , Técnicas de Silenciamiento del Gen , Biblioteca de Genes , Ensayos Analíticos de Alto Rendimiento/métodos , Humanos , Simulación del Acoplamiento Molecular , Proteínas Protozoarias/genética , Proteínas Protozoarias/metabolismo , Procesamiento Postranscripcional del ARN/efectos de los fármacos , ARN Mensajero/metabolismo , ARN Protozoario/metabolismo , Tripanocidas/uso terapéutico , Trypanosoma brucei brucei/efectos de los fármacos , Tripanosomiasis Africana/transmisión , Tripanosomiasis Africana/veterinaria , Valina/análogos & derivados , Valina/farmacología , Valina/uso terapéutico
19.
PLoS Pathog ; 14(12): e1007475, 2018 12.
Artículo en Inglés | MEDLINE | ID: mdl-30589893

RESUMEN

Bloodstream form African trypanosomes are thought to rely exclusively upon glycolysis, using glucose as a substrate, for ATP production. Indeed, the pathway has long been considered a potential therapeutic target to tackle the devastating and neglected tropical diseases caused by these parasites. However, plasma membrane glucose and glycerol transporters are both expressed by trypanosomes and these parasites can infiltrate tissues that contain glycerol. Here, we show that bloodstream form trypanosomes can use glycerol for gluconeogenesis and for ATP production, particularly when deprived of glucose following hexose transporter depletion. We demonstrate that Trypanosoma brucei hexose transporters 1 and 2 (THT1 and THT2) are localized to the plasma membrane and that knockdown of THT1 expression leads to a growth defect that is more severe when THT2 is also knocked down. These data are consistent with THT1 and THT2 being the primary routes of glucose supply for the production of ATP by glycolysis. However, supplementation of the growth medium with glycerol substantially rescued the growth defect caused by THT1 and THT2 knockdown. Metabolomic analyses with heavy-isotope labelled glycerol demonstrated that trypanosomes take up glycerol and use it to synthesize intermediates of gluconeogenesis, including fructose 1,6-bisphosphate and hexose 6-phosphates, which feed the pentose phosphate pathway and variant surface glycoprotein biosynthesis. We used Cas9-mediated gene knockout to demonstrate a gluconeogenesis-specific, but fructose-1,6-bisphosphatase (Tb927.9.8720)-independent activity, converting fructose 1,6-bisphosphate into fructose 6-phosphate. In addition, we observed increased flux through the tricarboxylic acid cycle and the succinate shunt. Thus, contrary to prior thinking, gluconeogenesis can operate in bloodstream form T. brucei. This pathway, using glycerol as a physiological substrate, may be required in mammalian host tissues.


Asunto(s)
Gluconeogénesis/fisiología , Glicerol/metabolismo , Trypanosoma brucei brucei/metabolismo , Especificidad por Sustrato
20.
PLoS Pathog ; 14(2): e1006850, 2018 02.
Artículo en Inglés | MEDLINE | ID: mdl-29425238

RESUMEN

Recent development of benzoxaborole-based chemistry gave rise to a collection of compounds with great potential in targeting diverse infectious diseases, including human African Trypanosomiasis (HAT), a devastating neglected tropical disease. However, further medicinal development is largely restricted by a lack of insight into mechanism of action (MoA) in pathogenic kinetoplastids. We adopted a multidisciplinary approach, combining a high-throughput forward genetic screen with functional group focused chemical biological, structural biology and biochemical analyses, to tackle the complex MoAs of benzoxaboroles in Trypanosoma brucei. We describe an oxidative enzymatic pathway composed of host semicarbazide-sensitive amine oxidase and a trypanosomal aldehyde dehydrogenase TbALDH3. Two sequential reactions through this pathway serve as the key underlying mechanism for activating a series of 4-aminomethylphenoxy-benzoxaboroles as potent trypanocides; the methylamine parental compounds as pro-drugs are transformed first into intermediate aldehyde metabolites, and further into the carboxylate metabolites as effective forms. Moreover, comparative biochemical and crystallographic analyses elucidated the catalytic specificity of TbALDH3 towards the benzaldehyde benzoxaborole metabolites as xenogeneic substrates. Overall, this work proposes a novel drug activation mechanism dependent on both host and parasite metabolism of primary amine containing molecules, which contributes a new perspective to our understanding of the benzoxaborole MoA, and could be further exploited to improve the therapeutic index of antimicrobial compounds.


Asunto(s)
Aldehído Deshidrogenasa/metabolismo , Amina Oxidasa (conteniendo Cobre)/metabolismo , Compuestos de Boro/metabolismo , Modelos Biológicos , Profármacos/metabolismo , Tripanocidas/metabolismo , Trypanosoma brucei brucei/enzimología , Activación Metabólica , Aldehído Deshidrogenasa/antagonistas & inhibidores , Aldehído Deshidrogenasa/química , Aldehído Deshidrogenasa/genética , Aldehído Oxidorreductasas/antagonistas & inhibidores , Aldehído Oxidorreductasas/química , Aldehído Oxidorreductasas/genética , Aldehído Oxidorreductasas/metabolismo , Amina Oxidasa (conteniendo Cobre)/antagonistas & inhibidores , Amina Oxidasa (conteniendo Cobre)/química , Amina Oxidasa (conteniendo Cobre)/genética , Sustitución de Aminoácidos , Animales , Compuestos de Boro/química , Compuestos de Boro/farmacología , Resistencia a Medicamentos , Ensayos Analíticos de Alto Rendimiento , Humanos , Estructura Molecular , Mutación , Filogenia , Profármacos/química , Profármacos/farmacología , Dominios y Motivos de Interacción de Proteínas , Interferencia de ARN , Ratas , Proteínas Recombinantes de Fusión/química , Proteínas Recombinantes de Fusión/metabolismo , Proteínas Recombinantes/química , Proteínas Recombinantes/metabolismo , Relación Estructura-Actividad , Tripanocidas/química , Tripanocidas/farmacología , Trypanosoma brucei brucei/efectos de los fármacos , Trypanosoma brucei brucei/fisiología
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