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1.
Cell ; 185(6): 995-1007.e18, 2022 03 17.
Artigo em Inglês | MEDLINE | ID: mdl-35303429

RESUMO

Several ebolaviruses cause outbreaks of severe disease. Vaccines and monoclonal antibody cocktails are available to treat Ebola virus (EBOV) infections, but not Sudan virus (SUDV) or other ebolaviruses. Current cocktails contain antibodies that cross-react with the secreted soluble glycoprotein (sGP) that absorbs virus-neutralizing antibodies. By sorting memory B cells from EBOV infection survivors, we isolated two broadly reactive anti-GP monoclonal antibodies, 1C3 and 1C11, that potently neutralize, protect rodents from disease, and lack sGP cross-reactivity. Both antibodies recognize quaternary epitopes in trimeric ebolavirus GP. 1C11 bridges adjacent protomers via the fusion loop. 1C3 has a tripartite epitope in the center of the trimer apex. One 1C3 antigen-binding fragment anchors simultaneously to the three receptor-binding sites in the GP trimer, and separate 1C3 paratope regions interact differently with identical residues on the three protomers. A cocktail of both antibodies completely protected nonhuman primates from EBOV and SUDV infections, indicating their potential clinical value.


Assuntos
Anticorpos Neutralizantes , Anticorpos Antivirais , Ebolavirus , Doença pelo Vírus Ebola , Animais , Epitopos , Glicoproteínas/química , Subunidades Proteicas
2.
Cell ; 178(4): 1004-1015.e14, 2019 08 08.
Artigo em Inglês | MEDLINE | ID: mdl-31398326

RESUMO

Lassa virus (LASV) causes hemorrhagic fever and is endemic in West Africa. Protective antibody responses primarily target the LASV surface glycoprotein (GPC), and GPC-B competition group antibodies often show potent neutralizing activity in humans. However, which features confer potent and broadly neutralizing antibody responses is unclear. Here, we compared three crystal structures of LASV GPC complexed with GPC-B antibodies of varying neutralization potency. Each GPC-B antibody recognized an overlapping epitope involved in binding of two adjacent GPC monomers and preserved the prefusion trimeric conformation. Differences among GPC-antibody interactions highlighted specific residues that enhance neutralization. Using structure-guided amino acid substitutions, we increased the neutralization potency and breadth of these antibodies to include all major LASV lineages. The ability to define antibody residues that allow potent and broad neutralizing activity, together with findings from analyses of inferred germline precursors, is critical to develop potent therapeutics and for vaccine design and assessment.


Assuntos
Anticorpos Neutralizantes/imunologia , Anticorpos Antivirais/imunologia , Células Germinativas/imunologia , Febre Lassa/imunologia , Vírus Lassa/imunologia , Glicoproteínas de Membrana/química , Proteínas do Envelope Viral/química , Animais , Antígenos Virais/imunologia , Chlorocebus aethiops , Drosophila/citologia , Epitopos/química , Epitopos/imunologia , Células HEK293 , Humanos , Febre Lassa/virologia , Glicoproteínas de Membrana/imunologia , Estrutura Secundária de Proteína , Células Vero , Proteínas do Envelope Viral/imunologia , Vacinas Virais/imunologia
3.
Cell ; 176(5): 1083-1097.e18, 2019 02 21.
Artigo em Inglês | MEDLINE | ID: mdl-30739799

RESUMO

Cell size varies greatly between cell types, yet within a specific cell type and growth condition, cell size is narrowly distributed. Why maintenance of a cell-type specific cell size is important remains poorly understood. Here we show that growing budding yeast and primary mammalian cells beyond a certain size impairs gene induction, cell-cycle progression, and cell signaling. These defects are due to the inability of large cells to scale nucleic acid and protein biosynthesis in accordance with cell volume increase, which effectively leads to cytoplasm dilution. We further show that loss of scaling beyond a certain critical size is due to DNA becoming limiting. Based on the observation that senescent cells are large and exhibit many of the phenotypes of large cells, we propose that the range of DNA:cytoplasm ratio that supports optimal cell function is limited and that ratios outside these bounds contribute to aging.


Assuntos
Crescimento Celular , Senescência Celular/fisiologia , Citoplasma/metabolismo , Candida albicans/genética , Candida albicans/crescimento & desenvolvimento , Ciclo Celular , Proliferação de Células , Tamanho Celular , Senescência Celular/genética , Fibroblastos/metabolismo , Células HEK293 , Humanos , Cultura Primária de Células , Saccharomyces cerevisiae/genética , Saccharomyces cerevisiae/crescimento & desenvolvimento , Saccharomycetales/genética , Saccharomycetales/crescimento & desenvolvimento , Saccharomycetales/metabolismo , Transdução de Sinais
4.
Cell ; 170(4): 800-814.e18, 2017 Aug 10.
Artigo em Inglês | MEDLINE | ID: mdl-28802047

RESUMO

Improved methods for manipulating and analyzing gene function have provided a better understanding of how genes work during organ development and disease. Inducible functional genetic mosaics can be extraordinarily useful in the study of biological systems; however, this experimental approach is still rarely used in vertebrates. This is mainly due to technical difficulties in the assembly of large DNA constructs carrying multiple genes and regulatory elements and their targeting to the genome. In addition, mosaic phenotypic analysis, unlike classical single gene-function analysis, requires clear labeling and detection of multiple cell clones in the same tissue. Here, we describe several methods for the rapid generation of transgenic or gene-targeted mice and embryonic stem (ES) cell lines containing all the necessary elements for inducible, fluorescent, and functional genetic mosaic (ifgMosaic) analysis. This technology enables the interrogation of multiple and combinatorial gene function with high temporal and cellular resolution.


Assuntos
Marcação de Genes/métodos , Animais , Linhagem Celular , Células-Tronco Embrionárias , Camundongos , Camundongos Transgênicos
5.
Nat Immunol ; 19(6): 617-624, 2018 06.
Artigo em Inglês | MEDLINE | ID: mdl-29760533

RESUMO

Humoral immune responses to microbial polysaccharide surface antigens can prevent bacterial infection but are typically strain specific and fail to mediate broad protection against different serotypes. Here we describe a panel of affinity-matured monoclonal human antibodies from peripheral blood immunoglobulin M-positive (IgM+) and IgA+ memory B cells and clonally related intestinal plasmablasts, directed against the lipopolysaccharide (LPS) O-antigen of Klebsiella pneumoniae, an opportunistic pathogen and major cause of antibiotic-resistant nosocomial infections. The antibodies showed distinct patterns of in vivo cross-specificity and protection against different clinically relevant K. pneumoniae serotypes. However, cross-specificity was not limited to K. pneumoniae, as K. pneumoniae-specific antibodies recognized diverse intestinal microbes and neutralized not only K. pneumoniae LPS but also non-K. pneumoniae LPS. Our data suggest that the recognition of minimal glycan epitopes abundantly expressed on microbial surfaces might serve as an efficient humoral immunological mechanism to control invading pathogens and the large diversity of the human microbiota with a limited set of cross-specific antibodies.


Assuntos
Anticorpos Antibacterianos/imunologia , Especificidade de Anticorpos/imunologia , Klebsiella pneumoniae/imunologia , Antígenos O/imunologia , Anticorpos Monoclonais/imunologia , Reações Cruzadas/imunologia , Humanos
6.
Cell ; 162(4): 738-50, 2015 Aug 13.
Artigo em Inglês | MEDLINE | ID: mdl-26276630

RESUMO

The 2013-2015 West African epidemic of Ebola virus disease (EVD) reminds us of how little is known about biosafety level 4 viruses. Like Ebola virus, Lassa virus (LASV) can cause hemorrhagic fever with high case fatality rates. We generated a genomic catalog of almost 200 LASV sequences from clinical and rodent reservoir samples. We show that whereas the 2013-2015 EVD epidemic is fueled by human-to-human transmissions, LASV infections mainly result from reservoir-to-human infections. We elucidated the spread of LASV across West Africa and show that this migration was accompanied by changes in LASV genome abundance, fatality rates, codon adaptation, and translational efficiency. By investigating intrahost evolution, we found that mutations accumulate in epitopes of viral surface proteins, suggesting selection for immune escape. This catalog will serve as a foundation for the development of vaccines and diagnostics. VIDEO ABSTRACT.


Assuntos
Genoma Viral , Febre Lassa/virologia , Vírus Lassa/genética , RNA Viral/genética , África Ocidental/epidemiologia , Animais , Evolução Biológica , Reservatórios de Doenças , Ebolavirus/genética , Variação Genética , Glicoproteínas/genética , Doença pelo Vírus Ebola/virologia , Humanos , Febre Lassa/epidemiologia , Febre Lassa/transmissão , Vírus Lassa/classificação , Vírus Lassa/fisiologia , Murinae/genética , Mutação , Nigéria/epidemiologia , Proteínas Virais/genética , Zoonoses/epidemiologia , Zoonoses/virologia
7.
Cell ; 157(3): 636-50, 2014 Apr 24.
Artigo em Inglês | MEDLINE | ID: mdl-24766809

RESUMO

CLP1 is a RNA kinase involved in tRNA splicing. Recently, CLP1 kinase-dead mice were shown to display a neuromuscular disorder with loss of motor neurons and muscle paralysis. Human genome analyses now identified a CLP1 homozygous missense mutation (p.R140H) in five unrelated families, leading to a loss of CLP1 interaction with the tRNA splicing endonuclease (TSEN) complex, largely reduced pre-tRNA cleavage activity, and accumulation of linear tRNA introns. The affected individuals develop severe motor-sensory defects, cortical dysgenesis, and microcephaly. Mice carrying kinase-dead CLP1 also displayed microcephaly and reduced cortical brain volume due to the enhanced cell death of neuronal progenitors that is associated with reduced numbers of cortical neurons. Our data elucidate a neurological syndrome defined by CLP1 mutations that impair tRNA splicing. Reduction of a founder mutation to homozygosity illustrates the importance of rare variations in disease and supports the clan genomics hypothesis.


Assuntos
Doenças do Sistema Nervoso Central/genética , Mutação de Sentido Incorreto , Proteínas Nucleares/metabolismo , Doenças do Sistema Nervoso Periférico/genética , Fosfotransferases/metabolismo , RNA de Transferência/metabolismo , Fatores de Transcrição/metabolismo , Anormalidades Múltiplas/genética , Anormalidades Múltiplas/patologia , Animais , Doenças do Sistema Nervoso Central/patologia , Cérebro/patologia , Pré-Escolar , Endorribonucleases/metabolismo , Feminino , Fibroblastos/metabolismo , Humanos , Lactente , Masculino , Camundongos , Camundongos Endogâmicos CBA , Microcefalia/genética , Doenças do Sistema Nervoso Periférico/patologia , RNA de Transferência/genética , Proteínas de Ligação a RNA
8.
Annu Rev Biochem ; 82: 745-74, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23451869

RESUMO

The amyloidoses are a group of protein misfolding diseases in which the precursor protein undergoes a conformational change that triggers the formation of amyloid fibrils in different tissues and organs, causing cell death and organ failure. Amyloidoses can be either localized or systemic. In localized amyloidosis, amyloid deposits form at the site of precursor protein synthesis, whereas in systemic amyloidosis, amyloid deposition occurs distant from the site of precursor protein secretion. We review the type of proteins and cells involved and what is known about the complex pathophysiology of these diseases. We focus on light chain amyloidosis to illustrate how biochemical and biophysical studies have led to a deeper understanding of the pathogenesis of this devastating disease. We also review current cellular, tissue, and animal models and discuss the challenges and opportunities for future studies of the systemic amyloidoses.


Assuntos
Amiloide/metabolismo , Amiloidose/metabolismo , Cadeias Leves de Imunoglobulina/metabolismo , Dobramento de Proteína , Precursores de Proteínas/metabolismo , Amiloidose/etiologia , Animais , Modelos Animais de Doenças , Humanos , Cadeias Leves de Imunoglobulina/química , Precursores de Proteínas/química
9.
Development ; 151(20)2024 Oct 15.
Artigo em Inglês | MEDLINE | ID: mdl-38619327

RESUMO

Tissue morphogenesis is intimately linked to the changes in shape and organisation of individual cells. In curved epithelia, cells can intercalate along their own apicobasal axes, adopting a shape named 'scutoid' that allows energy minimization in the tissue. Although several geometric and biophysical factors have been associated with this 3D reorganisation, the dynamic changes underlying scutoid formation in 3D epithelial packing remain poorly understood. Here, we use live imaging of the sea star embryo coupled with deep learning-based segmentation to dissect the relative contributions of cell density, tissue compaction and cell proliferation on epithelial architecture. We find that tissue compaction, which naturally occurs in the embryo, is necessary for the appearance of scutoids. Physical compression experiments identify cell density as the factor promoting scutoid formation at a global level. Finally, the comparison of the developing embryo with computational models indicates that the increase in the proportion of scutoids is directly associated with cell divisions. Our results suggest that apico-basal intercalations appearing immediately after mitosis may help accommodate the new cells within the tissue. We propose that proliferation in a compact epithelium induces 3D cell rearrangements during development.


Assuntos
Proliferação de Células , Embrião não Mamífero , Morfogênese , Animais , Epitélio , Embrião não Mamífero/citologia , Contagem de Células , Estrelas-do-Mar/embriologia , Células Epiteliais/citologia , Células Epiteliais/metabolismo , Divisão Celular
10.
Annu Rev Genet ; 53: 149-170, 2019 12 03.
Artigo em Inglês | MEDLINE | ID: mdl-31451036

RESUMO

Fungi see light of different colors by using photoreceptors such as the White Collar proteins and cryptochromes for blue light, opsins for green light, and phytochromes for red light. Light regulates fungal development, promotes the accumulation of protective pigments and proteins, and regulates tropic growth. The White Collar complex (WCC) is a photoreceptor and a transcription factor that is responsible for regulating transcription after exposure to blue light. In Neurospora crassa, light promotes the interaction of WCCs and their binding to the promoters to activate transcription. In Aspergillus nidulans, the WCC and the phytochrome interact to coordinate gene transcription and other responses, but the contribution of these photoreceptors to fungal photobiology varies across fungal species. Ultimately, the effect of light on fungal biology is the result of the coordinated transcriptional regulation and activation of signal transduction pathways.


Assuntos
Proteínas Fúngicas/genética , Fungos/fisiologia , Regulação Fúngica da Expressão Gênica , Fotorreceptores Microbianos/genética , Aspergillus nidulans/fisiologia , Luz , Neurospora crassa/genética , Neurospora crassa/fisiologia , Fotorreceptores Microbianos/metabolismo , Transdução de Sinais , Transcrição Gênica
11.
Nature ; 589(7843): 527-531, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-33505036

RESUMO

The energy levels of hydrogen-like atomic systems can be calculated with great precision. Starting from their quantum mechanical solution, they have been refined over the years to include the electron spin, the relativistic and quantum field effects, and tiny energy shifts related to the complex structure of the nucleus. These energy shifts caused by the nuclear structure are vastly magnified in hydrogen-like systems formed by a negative muon and a nucleus, so spectroscopy of these muonic ions can be used to investigate the nuclear structure with high precision. Here we present the measurement of two 2S-2P transitions in the muonic helium-4 ion that yields a precise determination of the root-mean-square charge radius of the α particle of 1.67824(83) femtometres. This determination from atomic spectroscopy is in excellent agreement with the value from electron scattering1, but a factor of 4.8 more precise, providing a benchmark for few-nucleon theories, lattice quantum chromodynamics and electron scattering. This agreement also constrains several beyond-standard-model theories proposed to explain the proton-radius puzzle2-5, in line with recent determinations of the proton charge radius6-9, and establishes spectroscopy of light muonic atoms and ions as a precise tool for studies of nuclear properties.

12.
Proc Natl Acad Sci U S A ; 121(14): e2316616121, 2024 Apr 02.
Artigo em Inglês | MEDLINE | ID: mdl-38551839

RESUMO

Motivated by the implementation of a SARS-Cov-2 sewer surveillance system in Chile during the COVID-19 pandemic, we propose a set of mathematical and algorithmic tools that aim to identify the location of an outbreak under uncertainty in the network structure. Given an upper bound on the number of samples we can take on any given day, our framework allows us to detect an unknown infected node by adaptively sampling different network nodes on different days. Crucially, despite the uncertainty of the network, the method allows univocal detection of the infected node, albeit at an extra cost in time. This framework relies on a specific and well-chosen strategy that defines new nodes to test sequentially, with a heuristic that balances the granularity of the information obtained from the samples. We extensively tested our model in real and synthetic networks, showing that the uncertainty of the underlying graph only incurs a limited increase in the number of iterations, indicating that the methodology is applicable in practice.


Assuntos
COVID-19 , Pandemias , Humanos , Incerteza , COVID-19/epidemiologia , Surtos de Doenças , SARS-CoV-2
13.
Proc Natl Acad Sci U S A ; 121(33): e2407357121, 2024 Aug 13.
Artigo em Inglês | MEDLINE | ID: mdl-39110724

RESUMO

Satellite-based land use monitoring and farm-level traceability offer opportunities for targeted zero-deforestation interventions on private lands. Brazil's Rural Environmental Registry (Cadastro Ambiental Rural, or "CAR"), a land cadaster based on self-declaration of property boundaries, was created to monitor compliance with national forest laws. It has become an important enabling measure for sustainable supply chain initiatives like the Amazon Soy Moratorium. However, CAR enrollment is increasingly used to bolster illegal land claims, putting it at the heart of land grabbing dynamics. Self-declaration of properties in the CAR offers a unique situation to study land conflicts and their impact on land use decisions on a large scale. We quantified competing land claims among 846,420 registrations in the Brazilian Legal Amazon and applied a series of generalized linear mixed-effects models. We determined that CAR overlaps are more prevalent on larger registrations, in more densely settled areas, and in areas with less secure land tenure. We tested how landholders respond to land conflicts, finding significantly more deforestation and declared legal forest reserve on lands with multiple claims. CAR overlap results in an overestimation of forest reserves by up to 9.7 million hectares when considering double-counted and deforested areas of reserves, highlighting an overlooked form of Forest Code noncompliance. While the CAR continues to be used as evidence of land tenure, we conclude that the formalization of land claims through self-declarations is inadequate to decrease conflicts. CAR overlap information provides objective evidence of land conflict that authorities can leverage with field inspection to ensure peaceful occupation before issuing land titles.


Assuntos
Conservação dos Recursos Naturais , Brasil , Florestas , Humanos , Agricultura , Sistema de Registros , População Rural , Monitoramento Ambiental/métodos
14.
Proc Natl Acad Sci U S A ; 121(42): e2320805121, 2024 Oct 15.
Artigo em Inglês | MEDLINE | ID: mdl-39378092

RESUMO

Alcohol consumption during adolescence has been associated with neuroanatomical abnormalities and the appearance of future disorders. However, the latest advances in this field point to the existence of risk profiles which may lead to some individuals into an early consumption. To date, some studies have established predictive models of consumption based on sociodemographic, behavioral, and anatomical-functional variables using MRI. However, the neuroimaging variables employed are usually restricted to local and hemodynamic phenomena. Given the potential of connectome approaches, and the high temporal dynamics of electrophysiology, we decided to explore the relationship between future alcohol consumption and electrophysiological connectivity measured by MEG in a cohort of 83 individuals aged 14 to 16. As a result, we found a positive correlation between alcohol consumption and the functional connectivity in frontal, parietal, and frontoparietal connections. Once this relationship was described, multivariate linear regression analyses were used to evaluate the predictive capacity of functional connectivity in conjunction with other neuroanatomical and behavioral variables described in the literature. Finally, the multivariate linear regression analysis determined the importance of anatomical and functional variables in the prediction of alcohol consumption but failed to find associations with impulsivity, sensation seeking, and executive function scales. In conclusion, the predictive traits obtained in these models were closely associated with changes occurring during adolescence, suggesting the existence of different paths in neurodevelopment that have the potential to influence adolescents' relationship with alcohol consumption.


Assuntos
Consumo de Álcool por Menores , Humanos , Adolescente , Masculino , Feminino , Encéfalo/diagnóstico por imagem , Encéfalo/fisiologia , Consumo de Bebidas Alcoólicas , Imageamento por Ressonância Magnética , Conectoma
15.
PLoS Biol ; 21(8): e3002251, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37607211

RESUMO

Modern advances in DNA sequencing hold the promise of facilitating descriptions of new organisms at ever finer precision but have come with challenges as the major Codes of bionomenclature contain poorly defined requirements for species and subspecies diagnoses (henceforth, species diagnoses), which is particularly problematic for DNA-based taxonomy. We, the commissioners of the International Commission on Zoological Nomenclature, advocate a tightening of the definition of "species diagnosis" in future editions of Codes of bionomenclature, for example, through the introduction of requirements for specific information on the character states of differentiating traits in comparison with similar species. Such new provisions would enhance taxonomic standards and ensure that all diagnoses, including DNA-based ones, contain adequate taxonomic context. Our recommendations are intended to spur discussion among biologists, as broad community consensus is critical ahead of the implementation of new editions of the International Code of Zoological Nomenclature and other Codes of bionomenclature.


Assuntos
DNA , DNA/genética , Fenótipo , Análise de Sequência de DNA
16.
Nature ; 579(7798): 245-249, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-32161388

RESUMO

Skeletal inclusions in approximately 99-million-year-old amber from northern Myanmar provide unprecedented insights into the soft tissue and skeletal anatomy of minute fauna, which are not typically preserved in other depositional environments1-3. Among a diversity of vertebrates, seven specimens that preserve the skeletal remains of enantiornithine birds have previously been described1,4-8, all of which (including at least one seemingly mature specimen) are smaller than specimens recovered from lithic materials. Here we describe an exceptionally well-preserved and diminutive bird-like skull that documents a new species, which we name Oculudentavis khaungraae gen. et sp. nov. The find appears to represent the smallest known dinosaur of the Mesozoic era, rivalling the bee hummingbird (Mellisuga helenae)-the smallest living bird-in size. The O. khaungraae specimen preserves features that hint at miniaturization constraints, including a unique pattern of cranial fusion and an autapomorphic ocular morphology9 that resembles the eyes of lizards. The conically arranged scleral ossicles define a small pupil, indicative of diurnal activity. Miniaturization most commonly arises in isolated environments, and the diminutive size of Oculudentavis is therefore consistent with previous suggestions that this amber formed on an island within the Trans-Tethyan arc10. The size and morphology of this species suggest a previously unknown bauplan, and a previously undetected ecology. This discovery highlights the potential of amber deposits to reveal the lowest limits of vertebrate body size.


Assuntos
Dinossauros/anatomia & histologia , Dinossauros/classificação , Fósseis , Âmbar , Animais , Tamanho Corporal , Mianmar , Especificidade da Espécie
17.
Nature ; 584(7822): 652, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32699407

RESUMO

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

18.
Nature ; 580(7804): 483-486, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-32322081

RESUMO

After 50 years of development, the technology of today's electronics is approaching its physical limits, with feature sizes smaller than 10 nanometres. It is also becoming clear that the ever-increasing power consumption of information and communication systems1 needs to be contained. These two factors require the introduction of non-traditional materials and state variables. As recently highlighted2, the remanence associated with collective switching in ferroic systems is an appealing way to reduce power consumption. A promising approach is spintronics, which relies on ferromagnets to provide non-volatility and to generate and detect spin currents3. However, magnetization reversal by spin transfer torques4 is a power-consuming process. This is driving research on multiferroics to achieve low-power electric-field control of magnetization5, but practical materials are scarce and magnetoelectric switching remains difficult to control. Here we demonstrate an alternative strategy to achieve low-power spin detection, in a non-magnetic system. We harness the electric-field-induced ferroelectric-like state of strontium titanate (SrTiO3)6-9 to manipulate the spin-orbit properties10 of a two-dimensional electron gas11, and efficiently convert spin currents into positive or negative charge currents, depending on the polarization direction. This non-volatile effect opens the way to the electric-field control of spin currents and to ultralow-power spintronics, in which non-volatility would be provided by ferroelectricity rather than by ferromagnetism.

19.
Nucleic Acids Res ; 52(16): e74, 2024 Sep 09.
Artigo em Inglês | MEDLINE | ID: mdl-39011878

RESUMO

Genome search and/or classification typically involves finding the best-match database (reference) genomes and has become increasingly challenging due to the growing number of available database genomes and the fact that traditional methods do not scale well with large databases. By combining k-mer hashing-based probabilistic data structures (i.e. ProbMinHash, SuperMinHash, Densified MinHash and SetSketch) to estimate genomic distance, with a graph based nearest neighbor search algorithm (Hierarchical Navigable Small World Graphs, or HNSW), we created a new data structure and developed an associated computer program, GSearch, that is orders of magnitude faster than alternative tools while maintaining high accuracy and low memory usage. For example, GSearch can search 8000 query genomes against all available microbial or viral genomes for their best matches (n = ∼318 000 or ∼3 000 000, respectively) within a few minutes on a personal laptop, using ∼6 GB of memory (2.5 GB via SetSketch). Notably, GSearch has an O(log(N)) time complexity and will scale well with billions of genomes based on a database splitting strategy. Further, GSearch implements a three-step search strategy depending on the degree of novelty of the query genomes to maximize specificity and sensitivity. Therefore, GSearch solves a major bottleneck of microbiome studies that require genome search and/or classification.


Assuntos
Algoritmos , Genômica , Software , Genômica/métodos , Genoma Viral , Bases de Dados Genéticas
20.
Proc Natl Acad Sci U S A ; 120(52): e2311674120, 2023 Dec 26.
Artigo em Inglês | MEDLINE | ID: mdl-38109528

RESUMO

The tumor microenvironment (TME) is a dynamic pseudoorgan that shapes the development and progression of cancers. It is a complex ecosystem shaped by interactions between tumor and stromal cells. Although the traditional focus has been on the paracrine communication mediated by protein messengers, recent attention has turned to the metabolic secretome in tumors. Metabolic enzymes, together with exchanged substrates and products, have emerged as potential biomarkers and therapeutic targets. However, traditional techniques for profiling secreted metabolites in complex cellular contexts are limited. Surface-enhanced Raman scattering (SERS) has emerged as a promising alternative due to its nontargeted nature and simplicity of operation. Although SERS has demonstrated its potential for detecting metabolites in biological settings, its application in deciphering metabolic interactions within multicellular systems like the TME remains underexplored. In this study, we introduce a SERS-based strategy to investigate the secreted purine metabolites of tumor cells lacking methylthioadenosine phosphorylase (MTAP), a common genetic event associated with poor prognosis in various cancers. Our SERS analysis reveals that MTAP-deficient cancer cells selectively produce methylthioadenosine (MTA), which is taken up and metabolized by fibroblasts. Fibroblasts exposed to MTA exhibit: i) molecular reprogramming compatible with cancer aggressiveness, ii) a significant production of purine derivatives that could be readily recycled by cancer cells, and iii) the capacity to secrete purine derivatives that induce macrophage polarization. Our study supports the potential of SERS for cancer metabolism research and reveals an unprecedented paracrine crosstalk that explains TME reprogramming in MTAP-deleted cancers.


Assuntos
Ecossistema , Neoplasias , Humanos , Neoplasias/tratamento farmacológico , Purinas/metabolismo , Purina-Núcleosídeo Fosforilase/genética , Microambiente Tumoral
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