RESUMEN
Multiomic profiling of single cells by sequencing is a powerful technique for investigating cellular diversity. Existing droplet-based microfluidic methods produce many cell-free droplets, underutilizing bead barcodes and reagents. Combinatorial indexing on microplates is more efficient for barcoding but labor-intensive. Here we present Overloading And unpacKing (OAK), which uses a droplet-based barcoding system for initial compartmentalization followed by a second aliquoting round to achieve combinatorial indexing. We demonstrate OAK's versatility with single-cell RNA sequencing as well as paired single-nucleus RNA sequencing and accessible chromatin profiling. We further showcase OAK's performance on complex samples, including differentiated bronchial epithelial cells and primary retinal tissue. Finally, we examine transcriptomic responses of over 400,000 melanoma cells to a RAF inhibitor, belvarafenib, discovering a rare resistant cell population (0.12%). OAK's ultra-high throughput, broad compatibility, high sensitivity, and simplified procedures make it a powerful tool for large-scale molecular analysis, even for rare cells.
Asunto(s)
Secuenciación de Nucleótidos de Alto Rendimiento , Análisis de la Célula Individual , Análisis de la Célula Individual/métodos , Humanos , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Línea Celular Tumoral , Melanoma/genética , Melanoma/tratamiento farmacológico , Melanoma/patología , Perfilación de la Expresión Génica/métodos , Análisis de Secuencia de ARN/métodos , TranscriptomaRESUMEN
Mycobacterium tuberculosis (Mtb)-infected neutrophils are often found in the airways of patients with active tuberculosis (TB), and excessive recruitment of neutrophils to the lung is linked to increased bacterial burden and aggravated pathology in TB. The basis for the permissiveness of neutrophils for Mtb and the ability to be pathogenic in TB has been elusive. Here, we identified metabolic and functional features of neutrophils that contribute to their permissiveness in Mtb infection. Using single-cell metabolic and transcriptional analyses, we found that neutrophils in the Mtb-infected lung displayed elevated mitochondrial metabolism, which was largely attributed to the induction of activated neutrophils with enhanced metabolic activities. The activated neutrophil subpopulation was also identified in the lung granulomas from Mtb-infected non-human primates. Functionally, activated neutrophils harbored more viable bacteria and displayed enhanced lipid uptake and accumulation. Surprisingly, we found that interferon-γ promoted the activation of lung neutrophils during Mtb infection. Lastly, perturbation of lipid uptake pathways selectively compromised Mtb survival in activated neutrophils. These findings suggest that neutrophil heterogeneity and metabolic diversity are key to their permissiveness for Mtb and that metabolic pathways in neutrophils represent potential host-directed therapeutics in TB.
Asunto(s)
Mycobacterium tuberculosis , Activación Neutrófila , Neutrófilos , Mycobacterium tuberculosis/inmunología , Mycobacterium tuberculosis/fisiología , Neutrófilos/inmunología , Neutrófilos/metabolismo , Animales , Ratones , Humanos , Pulmón/inmunología , Pulmón/microbiología , Tuberculosis/inmunología , Tuberculosis/microbiología , Tuberculosis/metabolismo , Interferón gamma/metabolismo , Modelos Animales de Enfermedad , Mitocondrias/metabolismo , Interacciones Huésped-Patógeno/inmunología , Tuberculosis Pulmonar/inmunología , Tuberculosis Pulmonar/microbiología , Tuberculosis Pulmonar/metabolismoRESUMEN
Lipids are important nutrients for Mycobacterium tuberculosis (Mtb) to support bacterial survival in mammalian tissues and host cells. Fatty acids and cholesterol are imported across the Mtb cell wall via the dedicated Mce1 and Mce4 transporters, respectively. It is thought that the Mce1 and Mce4 transporters are comprised of subunits that confer substrate specificity and proteins that couple lipid transport to ATP hydrolysis, similar to other bacterial ABC transporters. However, unlike canonical bacterial ABC transporters, Mce1 and Mce4 appear to share a single ATPase, MceG. Previously, it was established that Mce1 and Mce4 are destabilized when key transporter subunits are rendered nonfunctional; therefore, we investigated here the role of MceG in Mce1 and Mce4 protein stability. We determined that key residues in the Walker B domain of MceG are required for the Mce1- and Mce4-mediated transport of fatty acids and cholesterol. Previously, it has been established that Mce1 and Mce4 are destabilized and/or degraded when key transporter subunits are rendered nonfunctional, thus we investigated a role for MceG in stabilizing Mce1 and Mce4. Using an unbiased quantitative proteomic approach, we demonstrate that Mce1 and Mce4 proteins are specifically degraded in mutants lacking MceG. Furthermore, bacteria expressing Walker B mutant variants of MceG failed to stabilize Mce1 and Mce4, and we show that deleting MceG impacts the fitness of Mtb in the lungs of mice. Thus, we conclude that MceG represents an enzymatic weakness that can be potentially leveraged to disable and destabilize both the Mce1 and Mce4 transporters in Mtb.
Asunto(s)
Proteínas Bacterianas , Mycobacterium tuberculosis , Animales , Ratones , Transportadoras de Casetes de Unión a ATP/genética , Transportadoras de Casetes de Unión a ATP/metabolismo , Proteínas Bacterianas/genética , Proteínas Bacterianas/metabolismo , Colesterol/genética , Colesterol/metabolismo , Ácidos Grasos/genética , Ácidos Grasos/metabolismo , Proteínas de Transporte de Membrana/metabolismo , Mycobacterium tuberculosis/genética , Mycobacterium tuberculosis/metabolismo , ProteómicaRESUMEN
Exacerbations of symptoms represent an unmet need for people with asthma. Bacterial dysbiosis and opportunistic bacterial infections have been observed in, and may contribute to, more severe asthma. However, the molecular mechanisms driving these exacerbations remain unclear. We show here that bacterial lipopolysaccharide (LPS) induces oncostatin M (OSM) and that airway biopsies from patients with severe asthma present with an OSM-driven transcriptional profile. This profile correlates with activation of inflammatory and mucus-producing pathways. Using primary human lung tissue or human epithelial and mesenchymal cells, we demonstrate that OSM is necessary and sufficient to drive pathophysiological features observed in severe asthma after exposure to LPS or Klebsiella pneumoniae. These findings were further supported through blockade of OSM with an OSM-specific antibody. Single-cell RNA sequencing from human lung biopsies identified macrophages as a source of OSM. Additional studies using Osm-deficient murine macrophages demonstrated that macrophage-derived OSM translates LPS signals into asthma-associated pathologies. Together, these data provide rationale for inhibiting OSM to prevent bacterial-associated progression and exacerbation of severe asthma.
Asunto(s)
Asma , Oncostatina M/metabolismo , Animales , Asma/patología , Humanos , Pulmón/patología , Macrófagos/metabolismo , Ratones , Moco , Oncostatina M/genéticaRESUMEN
Allergen-specific immunotherapy (AIT) is a safe, effective treatment for respiratory allergies (such as moderate-to-severe allergic rhinoconjunctivitis) that are not controlled by symptomatic medications. The indications and contraindications for AIT have been defined in international guidelines and consensus statements. However, some of these contraindications are not evidenced- based but have been deduced from the theoretical risk of an interaction between AIT disease-modifying effect and immune or inflammatory comorbidities. In the absence of clinical trial evidence, the accumulation of experience as case reports can narrow the spectrum of absolute contraindications. The majority of international guidelines list HIV infection as a contraindication to AIT. Here, we describe two cases of safe, effective sublingual birch pollen AIT in HIV-positive patients undergoing concomitant antiretroviral therapy. A 32-year-old female and a 63-year-old male sensitized to tree pollen and with clinically confirmed birch pollen allergy underwent pre- and co-seasonal sublingual birch pollen AIT for three and two pollen seasons, respectively. The therapy was associated with a marked reduction in the frequency and intensity of allergic symptoms, and the reduced use of (symptomatic) rescue medication. Mild, local, treatment-emergent adverse events were noted throughout the course of treatment but resolved spontaneously. No serious adverse events were reported. In particular, there were no obvious harmful effects on the patients' immune status or viral load. Hence, sublingual birch pollen AIT proved to be effective and safe in two HIV-positive patients.
Asunto(s)
Desensibilización Inmunológica/métodos , Infecciones por VIH/terapia , Rinitis Alérgica Estacional/terapia , Administración Sublingual , Adulto , Alérgenos/inmunología , Betula/inmunología , Efectos Colaterales y Reacciones Adversas Relacionados con Medicamentos , Femenino , Infecciones por VIH/inmunología , VIH-1/fisiología , Humanos , Masculino , Persona de Mediana Edad , Polen/inmunología , Rinitis Alérgica Estacional/inmunología , Resultado del TratamientoRESUMEN
Mycobacterium tuberculosis has evolved to become the single greatest cause of death from an infectious agent. The pathogen spends most of its infection cycle in its human host within a phagocyte. The bacterium has evolved to block the normal maturation and acidification of its phagosome and resides in a vacuole contiguous with the early endosomal network. Cytokine-mediated activation of the host cell can overcome this blockage, and an array of antimicrobial responses can limit its survival. The survival of M. tuberculosis in its host cell is fueled predominantly by fatty acids and cholesterol. The ability of M. tuberculosis to degrade sterols is an unusual metabolic characteristic that was likely retained from a saprophytic ancestor. Recent results with fluorescent M. tuberculosis reporter strains demonstrate that bacterial survival differs with the host macrophage population. Tissue-resident alveolar macrophages, which are biased towards an alternatively activated, M2-like phenotype, are more permissive to bacterial growth than monocyte-derived, inflammatory, M1-like interstitial macrophages. The differential growth of the bacterium in these different phagocyte populations appears to be linked to host cell metabolism.
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Macrófagos/microbiología , Mycobacterium tuberculosis/fisiología , Tuberculosis/microbiología , Animales , Antibacterianos/farmacología , Citocinas/metabolismo , Interacciones Huésped-Patógeno , Humanos , Viabilidad Microbiana , Mycobacterium tuberculosis/efectos de los fármacos , Mycobacterium tuberculosis/crecimiento & desarrollo , Mycobacterium tuberculosis/metabolismo , Fagocitos/microbiología , Fagosomas/microbiología , Tuberculosis/inmunología , Vacuolas/microbiologíaRESUMEN
Mycobacterium tuberculosis (Mtb) imports and metabolizes fatty acids to maintain infection within human macrophages. Although this is a well-established paradigm, the bacterial factors required for fatty acid import are poorly understood. Previously, we found that LucA and Mce1 are required for fatty acid import in Mtb (Nazarova et al., 2017). Here, we identified additional Mtb mutants that have a reduced ability to import a fluorescent fatty acid substrate during infection within macrophages. This screen identified the novel genes as rv2799 and rv0966c as be necessary for fatty acid import and confirmed the central role for Rv3723/LucA and putative components of the Mce1 fatty acid transporter (Rv0200/OmamB, Rv0172/Mce1D, and Rv0655/MceG) in this process.
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Proteínas Bacterianas/genética , Ácidos Grasos/genética , Mycobacterium tuberculosis/genética , Tuberculosis/genética , Ácidos Grasos/metabolismo , Interacciones Huésped-Patógeno/genética , Humanos , Macrófagos/metabolismo , Macrófagos/microbiología , Proteínas Mutantes/genética , Mycobacterium tuberculosis/metabolismo , Mycobacterium tuberculosis/patogenicidad , Tuberculosis/microbiologíaRESUMEN
Mycobacterium tuberculosis (Mtb) remains a grave threat to world health with emerging drug resistant strains. One prominent feature of Mtb infection is the extensive reprogramming of host tissue at the site of infection. Here we report that inhibition of matrix metalloproteinase (MMP) activity by a panel of small molecule inhibitors enhances the in vivo potency of the frontline TB drugs isoniazid (INH) and rifampicin (RIF). Inhibition of MMP activity leads to an increase in pericyte-covered blood vessel numbers and appears to stabilize the integrity of the infected lung tissue. In treated mice, we observe an increased delivery and/or retention of frontline TB drugs in the infected lungs, resulting in enhanced drug efficacy. These findings indicate that targeting Mtb-induced host tissue remodeling can increase therapeutic efficacy and could enhance the effectiveness of current drug regimens.
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Antituberculosos/farmacología , Granuloma del Sistema Respiratorio/tratamiento farmacológico , Pulmón/efectos de los fármacos , Inhibidores de la Metaloproteinasa de la Matriz/farmacología , Mycobacterium tuberculosis/efectos de los fármacos , Bibliotecas de Moléculas Pequeñas/farmacología , Tuberculosis/tratamiento farmacológico , Animales , Granuloma del Sistema Respiratorio/enzimología , Granuloma del Sistema Respiratorio/microbiología , Isoniazida/farmacología , Pulmón/enzimología , Pulmón/microbiología , Ratones , Ratones Endogámicos C57BL , Mycobacterium tuberculosis/enzimología , Rifampin/farmacología , Tuberculosis/enzimología , Tuberculosis/microbiologíaRESUMEN
To understand how infection by Mycobacterium tuberculosis (Mtb) is modulated by host cell phenotype, we characterized those host phagocytes that controlled or supported bacterial growth during early infection, focusing on the ontologically distinct alveolar macrophage (AM) and interstitial macrophage (IM) lineages. Using fluorescent Mtb reporter strains, we found that bacilli in AM exhibited lower stress and higher bacterial replication than those in IM. Interestingly, depletion of AM reduced bacterial burden, whereas depletion of IM increased bacterial burden. Transcriptomic analysis revealed that IMs were glycolytically active, whereas AMs were committed to fatty acid oxidation. Intoxication of infected mice with the glycolytic inhibitor, 2-deoxyglucose, decreased the number of IMs yet increased the bacterial burden in the lung. Furthermore, in in vitro macrophage infections, 2-deoxyglucose treatment increased bacterial growth, whereas the fatty acid oxidation inhibitor etomoxir constrained bacterial growth. We hypothesize that different macrophage lineages respond divergently to Mtb infection, with IMs exhibiting nutritional restriction and controlling bacterial growth and AMs representing a more nutritionally permissive environment.
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Interacciones Huésped-Patógeno , Macrófagos Alveolares/metabolismo , Macrófagos Alveolares/microbiología , Mycobacterium tuberculosis/crecimiento & desarrollo , Animales , Efecto Espectador , Ciclo Celular , Proliferación Celular , Reprogramación Celular , Ácidos Grasos/metabolismo , Genes Reporteros , Glucólisis , Macrófagos Alveolares/patología , Redes y Vías Metabólicas , Ratones Endogámicos C57BL , Modelos Biológicos , Monocitos/patología , Oxidación-Reducción , Fagocitos/metabolismo , Transcripción Genética , Tuberculosis/microbiología , Tuberculosis/patologíaRESUMEN
Mycobacterium tuberculosis (Mtb) has evolved to assimilate fatty acids from its host. However, until recently, there was no reliable way to quantify fatty acid uptake by the bacteria during host cell infection. Here we describe a new method to quantify fatty acid uptake by intracellular bacilli. We infect macrophages with Mtb constitutively expressing mCherry and then metabolically label them with Bodipy-palmitate. Following the labeling procedure, we isolate Mtb-containing phagosomes on a sucrose cushion and disrupt the phagosomes with detergent. After extensive washes, the isolated bacteria are analyzed by flow cytometry to determine the level of Bodipy-palmitate signal associated with the bacteria. Using a Mtb mutant strain defective in fatty acid uptake in liquid culture we determined that this mutant assimilated 10-fold less Bodipy-palmitate than the wild type strain during infection in macrophages. This quantitative method of fatty acid uptake can be used to further identify pathways involved in lipid uptake by intracellular Mtb and possibly other bacteria.
RESUMEN
Pathogenic bacteria have evolved highly specialized systems to extract essential nutrients from their hosts. Mycobacterium tuberculosis (Mtb) scavenges lipids (cholesterol and fatty acids) to maintain infections in mammals but mechanisms and proteins responsible for the import of fatty acids in Mtb were previously unknown. Here, we identify and determine that the previously uncharacterized protein Rv3723/LucA, functions to integrate cholesterol and fatty acid uptake in Mtb. Rv3723/LucA interacts with subunits of the Mce1 and Mce4 complexes to coordinate the activities of these nutrient transporters by maintaining their stability. We also demonstrate that Mce1 functions as a fatty acid transporter in Mtb and determine that facilitating cholesterol and fatty acid import via Rv3723/LucA is required for full bacterial virulence in vivo. These data establish that fatty acid and cholesterol assimilation are inexorably linked in Mtb and reveals a key function for Rv3723/LucA in in coordinating thetransport of both these substrates.
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Proteínas Bacterianas/metabolismo , Colesterol/metabolismo , Ácidos Grasos/metabolismo , Proteínas de Transporte de Membrana/metabolismo , Mycobacterium tuberculosis/metabolismo , Animales , Proteínas Bacterianas/genética , Transporte Biológico , Células Cultivadas , Macrófagos/microbiología , Proteínas de Transporte de Membrana/genética , Ratones Endogámicos BALB C , Mutagénesis Insercional , Mycobacterium tuberculosis/crecimiento & desarrollo , VirulenciaRESUMEN
Macrophage survival assays are a critical component of any Mycobacterium tuberculosis research program. Here we describe the methods that we use routinely for infection of macrophages of various origins. The protocols are efficient, relatively simple and are accepted widely. We provide users with methods for the infection of small numbers of macrophages-more suitable for microscopy; and for larger numbers of macrophages-for flow cytometry analysis or extraction for biochemical characterization.
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Bioensayo/métodos , Mycobacterium tuberculosis/crecimiento & desarrollo , Mycobacterium tuberculosis/fisiología , Tuberculosis/microbiología , Animales , Macrófagos/microbiología , Macrófagos/patología , RatonesRESUMEN
BACKGROUND: Tuberculosis remains a major global health concern. The ability to prevent phagosome-lysosome fusion is a key mechanism by which intracellular mycobacteria, including Mycobacterium tuberculosis, achieve long-term persistence within host cells. The mechanisms underpinning this key intracellular pro-survival strategy remain incompletely understood. Host macrophages infected with persistent mycobacteria share phenotypic similarities with cells taken from patients suffering from Niemann-Pick Disease Type C (NPC), a rare lysosomal storage disease in which endocytic trafficking defects and lipid accumulation within the lysosome lead to cell dysfunction and cell death. We investigated whether these shared phenotypes reflected an underlying mechanistic connection between mycobacterial intracellular persistence and the host cell pathway dysfunctional in NPC. METHODS: The induction of NPC phenotypes in macrophages from wild-type mice or obtained from healthy human donors was assessed via infection with mycobacteria and subsequent measurement of lipid levels and intracellular calcium homeostasis. The effect of NPC therapeutics on intracellular mycobacterial load was also assessed. RESULTS: Macrophages infected with persistent intracellular mycobacteria phenocopied NPC cells, exhibiting accumulation of multiple lipid types, reduced lysosomal Ca2+ levels, and defects in intracellular trafficking. These NPC phenotypes could also be induced using only lipids/glycomycolates from the mycobacterial cell wall. These data suggest that persistent intracellular mycobacteria inhibit the NPC pathway, likely via inhibition of the NPC1 protein, and subsequently induce altered acidic store Ca2+ homeostasis. Reduced lysosomal calcium levels may provide a mechanistic explanation for the reduced levels of phagosome-lysosome fusion in mycobacterial infection. Treatments capable of correcting defects in NPC mutant cells via modulation of host cell calcium were of benefit in promoting clearance of mycobacteria from infected host cells. CONCLUSION: These findings provide a novel mechanistic explanation for mycobacterial intracellular persistence, and suggest that targeting interactions between the mycobacteria and host cell pathways may provide a novel avenue for development of anti-TB therapies.
RESUMEN
Listeria monocytogenes is a facultative intracellular bacterial pathogen that tightly regulates the activities of various virulence factors during infection. A mutant strain (the plcBDpro mutant) that has lost the ability to control the activity of a phospholipase C (PC-PLC) is attenuated a hundred fold in mice. This attenuation is not due to a lack of bacterial fitness, but appears to result from a modified host response to infection. The transcriptomic pattern of immune-related genes indicated that PC-PLC did not enhance the innate immune response in infected macrophages. However, it partially protected the cells from bacteria-mediated mitochondrial fragmentation. In mice, the plcBDpro mutant transiently caused an increase in liver pathology, as judged by the size of neutrophil-filled micro-abscesses. Moreover, the plcBDpro mutant was more susceptible to intracellular killing by neutrophils than wild-type L. monocytogenes. Together, these data indicate that in vivo attenuation of the plcBDpro mutant results from its reduced ability to disrupt mitochondrial homeostasis and to resist intracellular killing by neutrophils.