RESUMEN
Using mouse models and high-throughput proteomics, we conducted an in-depth analysis of the proteome changes induced in response to seven interventions known to increase mouse lifespan. This included two genetic mutations, a growth hormone receptor knockout (GHRKO mice) and a mutation in the Pit-1 locus (Snell dwarf mice), four drug treatments (rapamycin, acarbose, canagliflozin, and 17α-estradiol), and caloric restriction. Each of the interventions studied induced variable changes in the concentrations of proteins across liver, kidney, and gastrocnemius muscle tissue samples, with the strongest responses in the liver and limited concordance in protein responses across tissues. To the extent that these interventions promote longevity through common biological mechanisms, we anticipated that proteins associated with longevity could be identified by characterizing shared responses across all or multiple interventions. Many of the proteome alterations induced by each intervention were distinct, potentially implicating a variety of biological pathways as being related to lifespan extension. While we found no protein that was affected similarly by every intervention, we identified a set of proteins that responded to multiple interventions. These proteins were functionally diverse but tended to be involved in peroxisomal oxidation and metabolism of fatty acids. These results provide candidate proteins and biological mechanisms related to enhancing longevity that can inform research on therapeutic approaches to promote healthy aging.
Asunto(s)
Longevidad , Proteoma , Ratones , Animales , Longevidad/genética , Proteoma/metabolismo , Proteómica , Factores de Transcripción/genética , Receptores de SomatotropinaRESUMEN
Data-Independent Acquisition (DIA) is a mass spectrometry-based method to reliably identify and reproducibly quantify large fractions of a target proteome. The peptide-centric data analysis strategy employed in DIA requires a priori generated spectral assay libraries. Such assay libraries allow to extract quantitative data in a targeted approach and have been generated for human, mouse, zebrafish, E. coli and few other organisms. However, a spectral assay library for the extreme halophilic archaeon Halobacterium salinarum NRC-1, a model organism that contributed to several notable discoveries, is not publicly available yet. Here, we report a comprehensive spectral assay library to measure 2,563 of 2,646 annotated H. salinarum NRC-1 proteins. We demonstrate the utility of this library by measuring global protein abundances over time under standard growth conditions. The H. salinarum NRC-1 library includes 21,074 distinct peptides representing 97% of the predicted proteome and provides a new, valuable resource to confidently measure and quantify any protein of this archaeon. Data and spectral assay libraries are available via ProteomeXchange (PXD042770, PXD042774) and SWATHAtlas (SAL00312-SAL00319).
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Halobacterium salinarum , Proteoma , Halobacterium salinarum/metabolismo , Péptidos/análisis , Proteoma/análisis , Proteómica/métodosRESUMEN
Aging manifests as progressive deteriorations in homeostasis, requiring systems-level perspectives to investigate the gradual molecular dysregulation of underlying biological processes. Here, we report systemic changes in the molecular regulation of biological processes under multiple lifespan-extending interventions. Differential Rank Conservation (DIRAC) analyses of mouse liver proteomics and transcriptomics data show that mechanistically distinct lifespan-extending interventions (acarbose, 17α-estradiol, rapamycin, and calorie restriction) generally tighten the regulation of biological modules. These tightening patterns are similar across the interventions, particularly in processes such as fatty acid oxidation, immune response, and stress response. Differences in DIRAC patterns between proteins and transcripts highlight specific modules which may be tightened via augmented cap-independent translation. Moreover, the systemic shifts in fatty acid metabolism are supported through integrated analysis of liver transcriptomics data with a mouse genome-scale metabolic model. Our findings highlight the power of systems-level approaches for identifying and characterizing the biological processes involved in aging and longevity.
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Metabolismo de los Lípidos , Longevidad , Animales , Ratones , Envejecimiento , Modelos Animales de Enfermedad , Hígado , Ácidos GrasosRESUMEN
By far the largest contribution to ion detectability in liquid chromatography-driven mass spectrometry-based proteomics is the efficient generation of peptide molecular ions by the electrospray source. To maximize the transfer of peptides from the liquid to gaseous phase and allow molecular ions to enter the mass spectrometer at microspray flow rates, an efficient electrospray process is required. Here we describe the superior performance of newly design vacuum insulated probe heated electrospray ionization (VIP-HESI) source coupled to a Bruker timsTOF PRO mass spectrometer operated in microspray mode. VIP-HESI significantly improves chromatography signals in comparison to electrospray ionization (ESI) and nanospray ionization using the captivespray (CS) source and provides increased protein detection with higher quantitative precision, enhancing reproducibility of sample injection amounts. Protein quantitation of human K562 lymphoblast samples displayed excellent chromatographic retention time reproducibility (<10% coefficient of variation (CV)) with no signal degradation over extended periods of time, and a mouse plasma proteome analysis identified 12% more plasma protein groups allowing large-scale analysis to proceed with confidence (1,267 proteins at 0.4% CV). We show that the Slice-PASEF VIP-HESI mode is sensitive in identifying low amounts of peptide without losing quantitative precision. We demonstrate that VIP-HESI coupled with microflow rate chromatography achieves a higher depth of coverage and run-to-run reproducibility for a broad range of proteomic applications. Data and spectral libraries are available via ProteomeXchange (PXD040497).
Asunto(s)
Proteómica , Espectrometría de Masa por Ionización de Electrospray , Humanos , Animales , Ratones , Espectrometría de Masa por Ionización de Electrospray/métodos , Reproducibilidad de los Resultados , Proteómica/métodos , Vacio , Cromatografía Liquida/métodos , Péptidos/análisis , Iones , Proteoma/análisisRESUMEN
By far the largest contribution to ion detectability in liquid chromatography-driven mass spectrometry-based proteomics is the efficient generation of peptide ions by the electrospray source. To maximize the transfer of peptides from liquid to a gaseous phase to allow molecular ions to enter the mass spectrometer at micro-spray flow rates, an efficient electrospray process is required. Here we describe superior performance of new Vacuum-Insulated-Probe-Heated-ElectroSpray-Ionization source (VIP-HESI) coupled with micro-spray flow rate chromatography and Bruker timsTOF PRO mass spectrometer. VIP-HESI significantly improves chromatography signals in comparison to nano-spray ionization using the CaptiveSpray source and provides increased protein detection with higher quantitative precision, enhancing reproducibility of sample injection amounts. Protein quantitation of human K562 lymphoblast samples displayed excellent chromatographic retention time reproducibility (<10% coefficient-of-variation (CV)) with no signal degradation over extended periods of time, and a mouse plasma proteome analysis identified 12% more plasma protein groups allowing large-scale analysis to proceed with confidence (1,267 proteins at 0.4% CV). We show that Slice-PASEF mode with VIP-HESI setup is sensitive in identifying low amounts of peptide without losing quantitative precision. We demonstrate that VIP-HESI coupled with micro-flow-rate chromatography achieves higher depth of coverage and run-to-run reproducibility for a broad range of proteomic applications.
RESUMEN
Data independent analysis (DIA) exemplified by sequential window acquisition of all theoretical mass spectra (SWATH-MS) provides robust quantitative proteomics data, but the lack of a public primary human T-cell spectral library is a current resource gap. Here, we report the generation of a high-quality spectral library containing data for 4,833 distinct proteins from human T-cells across genetically unrelated donors, covering ~24% proteins of the UniProt/SwissProt reviewed human proteome. SWATH-MS analysis of 18 primary T-cell samples using the new human T-cell spectral library reliably identified and quantified 2,850 proteins at 1% false discovery rate (FDR). In comparison, the larger Pan-human spectral library identified and quantified 2,794 T-cell proteins in the same dataset. As the libraries identified an overlapping set of proteins, combining the two libraries resulted in quantification of 4,078 human T-cell proteins. Collectively, this large data archive will be a useful public resource for human T-cell proteomic studies. The human T-cell library is available at SWATHAtlas and the data are available via ProteomeXchange (PXD019446 and PXD019542) and PeptideAtlas (PASS01587).
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Proteoma/análisis , Linfocitos T/química , Bases de Datos de Proteínas , Humanos , ProteómicaRESUMEN
Data-Independent Acquisition (DIA) is a method to improve consistent identification and precise quantitation of peptides and proteins by mass spectrometry (MS). The targeted data analysis strategy in DIA relies on spectral assay libraries that are generally derived from a priori measurements of peptides for each species. Although Escherichia coli (E. coli) is among the best studied model organisms, so far there is no spectral assay library for the bacterium publicly available. Here, we generated a spectral assay library for 4,014 of the 4,389 annotated E. coli proteins using one- and two-dimensional fractionated samples, and ion mobility separation enabling deep proteome coverage. We demonstrate the utility of this high-quality library with robustness in quantitation of the E. coli proteome and with rapid-chromatography to enhance throughput by targeted DIA-MS. The spectral assay library supports the detection and quantification of 91.5% of all E. coli proteins at high-confidence with 56,182 proteotypic peptides, making it a valuable resource for the scientific community. Data and spectral libraries are available via ProteomeXchange (PXD020761, PXD020785) and SWATHAtlas (SAL00222-28).
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Proteínas de Escherichia coli/análisis , Escherichia coli/metabolismo , Espectrometría de Masas , Proteoma/análisis , Biblioteca de Péptidos , Péptidos/análisisRESUMEN
Data-independent acquisition (DIA) mass spectrometry, also known as Sequential Window Acquisition of all Theoretical Mass Spectra (SWATH), is a popular label-free proteomics strategy to comprehensively quantify peptides/proteins utilizing mass spectral libraries to decipher inherently multiplexed spectra collected linearly across a mass range. Although there are many spectral libraries produced worldwide, the quality control of these libraries is lacking. We present the DIALib-QC (DIA library quality control) software tool for the systematic evaluation of a library's characteristics, completeness and correctness across 62 parameters of compliance, and further provide the option to improve its quality. We demonstrate its utility in assessing and repairing spectral libraries for correctness, accuracy and sensitivity.
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Espectrometría de Masas/métodos , Proteómica/métodos , Programas Informáticos , Humanos , Espectrometría de Masas/normas , Biblioteca de Péptidos , Péptidos/química , Péptidos/genética , Proteínas/química , Proteínas/genética , Proteómica/normasRESUMEN
Neuroserpin (NS) mediated inhibition of tissue-type plasminogen activator (tPA) is important for brain development, synapse formation and memory. Aberrations in helix F and ß-sheet A movement during inhibition can directly lead to epilepsy or dementia. Conserved W154 residue in a hydrophobic patch between helix F and ß-sheet A is ideally placed to control their movement during inhibition. Molecular Dynamics (MD) simulation on wild type (WT) NS and its two variants (W154A and W154P) demonstrated partial deformation in helix F and conformational differences in strands 1A and 2A only in W154P. A fluorescence and Circular Dichroism (CD) analysis with purified W154 variants revealed a significant red-shift and an increase in α-helical content in W154P as compared to W154A and WT NS. Kinetics of tPA inhibition showed a decline in association rates (ka) for W154A as compared to WT NS with indication of complex formation. Appearance of cleaved without complex formation in W154P indicates that the variant acts as substrate due to conformational misfolding around helix F. Both the variants however showed increased rate of aggregation as compared to WT NS. The hydrophobic patch identified in this study may have importance in helix F dynamics of NS.
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Neuropéptidos/metabolismo , Serpinas/metabolismo , Triptófano/química , Dicroismo Circular , Humanos , Interacciones Hidrofóbicas e Hidrofílicas , Simulación de Dinámica Molecular , Mutagénesis Sitio-Dirigida , Neuropéptidos/química , Neuropéptidos/genética , Estructura Secundaria de Proteína , Estructura Terciaria de Proteína , Proteínas Recombinantes/biosíntesis , Proteínas Recombinantes/química , Proteínas Recombinantes/aislamiento & purificación , Serpinas/química , Serpinas/genética , NeuroserpinaRESUMEN
The increasing incidence of human candidiasis and the tendency of Candida species to become resistant to existing chemotherapies are well-recognized health problems. The present study demonstrates the successful synthesis of novel triazole-amino acid hybrids with potent in vitro and in vivo inhibitory activity against Candida species. Particularly, compounds 68 and 70 showed potent in vitro activity against fluconazole (FLC) resistant as well as sensitive clinical isolates of Candida albicans. Time kill curve analysis of lead inhibitors 68 and 70 showed their fungistatic nature. Secretion of hydrolytic enzymes, mainly proteinases and phospholipases, decreased considerably in the presence of 68 and 70 indicating their interference in fungal virulence. TEM analysis of Candida cells exposed to compounds 68 and 70 clearly showed morphological changes and intracellular damage as their possible mode of action. A preliminary mechanistic study carried out on the two most effective inhibitors (68 and 70) revealed the inhibition of ergosterol biosynthesis thereby causing the cells to lose their integrity and viability. The selected compounds did not show significant cytotoxicity up to a concentration of 200 µg mL-1 in the HEK293 cell line. An in silico analysis of 68 and 70 binding to a modeled C. albicans CYP51 showed critical H-bonding as well as hydrophobic interactions with the important active site residues indicating the basis of their anti-Candida role. Studies on the larvae of Galleria mellonella showed that the selected inhibitors (68 and 70) were non-toxic, did not provoke an immune response and significantly reduced Candida proliferation in vivo.
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Aminoácidos/química , Aminoácidos/farmacología , Antifúngicos/química , Antifúngicos/farmacología , Candida/efectos de los fármacos , Triazoles/química , Triazoles/farmacología , Candida/crecimiento & desarrollo , Candida/metabolismo , Candida/patogenicidad , Candidiasis/tratamiento farmacológico , Fluconazol/farmacología , Células HEK293 , Humanos , Pruebas de Sensibilidad Microbiana , Simulación del Acoplamiento Molecular , Esterol 14-Desmetilasa/metabolismo , Virulencia/efectos de los fármacosRESUMEN
Antithrombin III (AT) is the main inhibitor of blood coagulation proteases like thrombin and factor Xa. In this study we report the identification and characterization of several variants of AT for the first time in Indian population. We screened 1950 deep vein thrombosis (DVT) patients for AT activity and antigen levels. DNA sequencing was further carried out in patients with low AT activity and/or antigen levels to identify variations in the AT gene. Two families, one with type I and the other with type II AT deficiency were identified. Three members of family I showed an increase in the coagulation rates and recurrent thrombosis in this family was solely attributed to the rs2227589 polymorphism. Four members of family II spanning two generations had normal antigen levels and decreased AT activity. A novel single nucleotide insertion, g.13362_13363insA in this family in addition to g.2603T>C (p.R47C) mutation were identified. AT purified from patient's plasma on hi-trap heparin column showed a marked decrease in heparin affinity and thrombin inhibition rates. Western blot analysis showed the presence of aggregated AT. We also report a novel point mutation at position g.7549 A>G (p.T280A), that is highly conserved in serpin family. Variant protein isolated from patient plasma indicated loss of regulatory function due to in-vivo polymerization. In conclusion this is the first report of AT mutations in SERPINC1 gene in Indo-Aryan population where a novel point mutation p.T280A and a novel single nucleotide insertion g.13362_13363insA are reported in addition to known variants like p.R47C, p.C4-X and polymorphisms of rs2227598, PstI and DdeI.
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Deficiencia de Antitrombina III/complicaciones , Deficiencia de Antitrombina III/genética , Antitrombina III/genética , Mutación Puntual/genética , Agregado de Proteínas , Trombosis de la Vena/complicaciones , Secuencia de Aminoácidos , Antitrombina III/química , Secuencia de Bases , Simulación por Computador , Familia , Predisposición Genética a la Enfermedad , Heterocigoto , Humanos , India , Modelos Moleculares , Datos de Secuencia Molecular , Fenotipo , Polimorfismo de Nucleótido Simple/genética , Análisis de Secuencia de ADN , Trombosis de la Vena/diagnóstico , Trombosis de la Vena/genéticaRESUMEN
The importance of domain II in the molecular interaction of bovine serum albumin (BSA) with curcumin was investigated by fluorescence spectroscopy and molecular docking. At pH 7.4 BSA is in its native state. Domain III of BSA unfolds at pH 4.0, and domains I and III unfold in the presence of 5 M urea. Curcumin has a high quenching constant (K SV ~ 10(4) M (-1)) and moderate binding affinity (n ~ 0.5). The standard free energy change (∆G° ~ -25 kJ mol(-1)) indicates that binding is spontaneous. No significant change in ∆G° observed after unfolding of domain I or domain III. The standard change in enthalpy (∆H°) and entropy (∆S°) show that ionic and hydrophobic interactions are important in the binding. Computational studies revealed that the inter-domain helix h10DOMI-h1DOMII of BSA is the region of binding of curcumin, and residues Arg198 and Arg208 are important in binding. The binding site is located between sub-domains IB and IIA, and overlaps drug binding site-1.
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Curcumina/farmacología , Simulación del Acoplamiento Molecular , Albúmina Sérica Bovina/química , Secuencia de Aminoácidos , Animales , Sitios de Unión , Bovinos , Curcumina/química , Datos de Secuencia Molecular , Unión Proteica , Albúmina Sérica Bovina/metabolismoRESUMEN
Serpins such as antithrombin, heparin cofactor II, plasminogen activator inhibitor, antitrypsin, antichymotrypsin, and neuroserpin are involved in important biological processes by inhibiting specific serine proteases. Initially, the protease recognizes the mobile reactive loop of the serpin eliciting conformational changes, where the cleaved loop together with the protease inserts into ß-sheet A, translocating the protease to the opposite side of inhibitor leading to its inactivation. Serpin interaction with proteases is governed mainly by the reactive center loop residues (RCL). However, in some inhibitory serpins, exosite residues apart from RCL have been shown to confer protease specificity. Further, this forms the basis of multi-specificity of some serpins, but the residues and their dimension at interface in serpin-protease complexes remain elusive. Here, we present a comprehensive structural analysis of the serpin-protease interfaces using bio COmplexes COntact MAPS (COCOMAPS), PRotein Interface Conservation and Energetics (PRICE), and ProFace programs. We have carried out interface, burial, and evolutionary analysis of different serpin-protease complexes. Among the studied complexes, non-inhibitory serpins exhibit larger interface region with greater number of residue involvement as compared to the inhibitory serpins. On comparing the multi-specific serpins (antithrombin and antitrypsin), a difference in the interface area and residue number was observed, suggestive of a differential mechanism of action of these serpins in regulating their different target proteases. Further, detailed study of these multi-specific serpins listed few essential residues (common in all the complexes) and certain specificity (unique to each complex) determining residues at their interfaces. Structural mapping of interface residues suggested that individual patches with evolutionary conserved residues in specific serpins determine their specificity towards a particular protease.
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Endopeptidasas/química , Serpinas/química , Secuencia de Aminoácidos , Aminoácidos , Sitios de Unión , Bases de Datos Genéticas , Conjuntos de Datos como Asunto , Endopeptidasas/metabolismo , Modelos Moleculares , Datos de Secuencia Molecular , Filogenia , Posición Específica de Matrices de Puntuación , Unión Proteica , Conformación Proteica , Alineación de Secuencia , Serpinas/clasificación , Serpinas/genética , Serpinas/metabolismoRESUMEN
Protein insertion sequences and their biological role in many organisms have been largely unknown. Here we study proteomes of 12 organisms of diverse genomes for insertion length and amino acid preferences. A total of 871 common proteins were catalogued amongst the 12 organisms for structure based sequence alignment. This underscores the key observations: (i) AT-richness seems to have no implication on the average protein length in an organism as only Dictyostelium discoideum and Plasmodium falciparum encode proteins of high average length (ii) all studied organisms possess insertion in their proteins, however > 40 residue length insertions and unique insertions were abundant in pathogen proteomes of Plasmodium falciparum followed by Toxoplasma gondii and Leishmania major, suggesting accessory structural and functional features that may favour evolutionary fitness. (iii) Glu and Asp residues are over-represented in most proteomes irrespective of AT/GC compositions or pathogenecity with an exception of Plasmodium falciparum where Asn dominates (iv) Abundance of Asn residues in Plasmodium falciparum is exceptional given that this feature is not common to other AT-rich genomes. In conclusion, this bioinformatics based study provides comprehensive knowledge of insertions and residue's preference among pathogen proteins, which can be exploited for further inhibitor studies.
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Malaria Falciparum/parasitología , Plasmodium falciparum/química , Plasmodium falciparum/genética , Proteínas Protozoarias/química , Proteínas Protozoarias/genética , Secuencia de Aminoácidos , Genoma de Protozoos , Humanos , Modelos Moleculares , Datos de Secuencia Molecular , Mutagénesis InsercionalRESUMEN
BACKGROUND: Plasmodium parasites are causative agents of malaria which affects >500 million people and claims approximately 2 million lives annually. The completion of Plasmodium genome sequencing and availability of PlasmoDB database has provided a platform for systematic study of parasite genome. Aminoacyl-tRNA synthetases (aaRSs) are pivotal enzymes for protein translation and other vital cellular processes. We report an extensive analysis of the Plasmodium falciparum genome to identify and classify aaRSs in this organism. RESULTS: Using various computational and bioinformatics tools, we have identified 37 aaRSs in P. falciparum. Our key observations are: (i) fraction of proteome dedicated to aaRSs in P. falciparum is very high compared to many other organisms; (ii) 23 out of 37 Pf-aaRS sequences contain signal peptides possibly directing them to different cellular organelles; (iii) expression profiles of Pf-aaRSs vary considerably at various life cycle stages of the parasite; (iv) several PfaaRSs posses very unusual domain architectures; (v) phylogenetic analyses reveal evolutionary relatedness of several parasite aaRSs to bacterial and plants aaRSs; (vi) three dimensional structural modelling has provided insights which could be exploited in inhibitor discovery against parasite aaRSs. CONCLUSION: We have identified 37 Pf-aaRSs based on our bioinformatics analysis. Our data reveal several unique attributes in this protein family. We have annotated all 37 Pf-aaRSs based on predicted localization, phylogenetics, domain architectures and their overall protein expression profiles. The sets of distinct features elaborated in this work will provide a platform for experimental dissection of this family of enzymes, possibly for the discovery of novel drugs against malaria.