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1.
Cell ; 186(6): 1179-1194.e15, 2023 03 16.
Artigo em Inglês | MEDLINE | ID: mdl-36931245

RESUMO

The human brain undergoes rapid development at mid-gestation from a pool of neural stem and progenitor cells (NSPCs) that give rise to the neurons, oligodendrocytes, and astrocytes of the mature brain. Functional study of these cell types has been hampered by a lack of precise purification methods. We describe a method for prospectively isolating ten distinct NSPC types from the developing human brain using cell-surface markers. CD24-THY1-/lo cells were enriched for radial glia, which robustly engrafted and differentiated into all three neural lineages in the mouse brain. THY1hi cells marked unipotent oligodendrocyte precursors committed to an oligodendroglial fate, and CD24+THY1-/lo cells marked committed excitatory and inhibitory neuronal lineages. Notably, we identify and functionally characterize a transcriptomically distinct THY1hiEGFRhiPDGFRA- bipotent glial progenitor cell (GPC), which is lineage-restricted to astrocytes and oligodendrocytes, but not to neurons. Our study provides a framework for the functional study of distinct cell types in human neurodevelopment.


Assuntos
Células-Tronco Neurais , Camundongos , Animais , Humanos , Células-Tronco Neurais/metabolismo , Neurônios , Diferenciação Celular/fisiologia , Neuroglia/metabolismo , Encéfalo , Astrócitos
2.
J Proteome Res ; 23(8): 3096-3107, 2024 Aug 02.
Artigo em Inglês | MEDLINE | ID: mdl-38417049

RESUMO

Fluorescence-activated cell sorting (FACS) is a specialized technique to isolate specific cell subpopulations with a high level of recovery and accuracy. However, the cell sorting procedure can impact the viability and metabolic state of cells. Here, we performed a comparative study and evaluated the impact of traditional high-pressure charged droplet-based and microfluidic chip-based sorting on the metabolic and phosphoproteomic profile of different cell types. While microfluidic chip-based sorted cells more closely resembled the unsorted control group for most cell types tested, the droplet-based sorted cells showed significant metabolic and phosphoproteomic alterations. In particular, greater changes in redox and energy status were present in cells sorted with the droplet-based cell sorter along with larger shifts in proteostasis. 13C-isotope tracing analysis on cells recovering postsorting revealed that the sorter-induced suppression of mitochondrial TCA cycle activity recovered faster in the microfluidic chip-based sorted group. Apart from this, amino acid and lipid biosynthesis pathways were suppressed in sorted cells, with minimum impact and faster recovery in the microfluidic chip-based sorted group. These results indicate microfluidic chip-based sorting has a minimum impact on metabolism and is less disruptive compared to droplet-based sorting.


Assuntos
Citometria de Fluxo , Multiômica , Animais , Humanos , Separação Celular/métodos , Ciclo do Ácido Cítrico , Citometria de Fluxo/métodos , Dispositivos Lab-On-A-Chip , Técnicas Analíticas Microfluídicas/métodos , Técnicas Analíticas Microfluídicas/instrumentação , Microfluídica/métodos , Proteômica/métodos
3.
Biochem Biophys Res Commun ; 735: 150457, 2024 Jul 26.
Artigo em Inglês | MEDLINE | ID: mdl-39146811

RESUMO

BACKGROUND: The liver lobule is divided into three zones or regions: periportal (PP or Zone 1) that is highly oxidative and active in ureagenesis, pericentral (PC or Zone 3) that is more glycolytic, and midzonal (MZ or Zone 2) with intermediate characteristics. AIM: Our goal was to isolate and metabolically characterize hepatocytes from specific sublobular zones. METHODS: Mice were administered rhodamine123 (Rh123) or MitoTracker Red (MTR) prior to intravital imaging, liver fixation, or hepatocyte isolation. After in vivo MTR, hepatocytes were isolated and sorted based on MTR fluorescence intensity. Alternatively, E-cadherin (Ecad) and cytochrome P450 2E1 (CYP2E1) immunolabeling was performed in fixed liver slices. Ecad and CYP2E1 gene expression in sorted hepatocytes was assessed by qPCR. Oxygen consumption rates (OCR) of sorted hepatocytes were also assessed. RESULTS: Multiphoton microscopy showed Rh123 and MTR fluorescence distributed zonally, decreasing from PP to PC in a flow-dependent fashion. In liver cross-sections, Ecad was expressed periportally and CYP2E1 pericentrally in association with high and low MTR labeling, respectively. Based on MTR fluorescence, hepatocytes were sorted into PP, MZ, and PC populations with PP and PC hepatocytes enriched in Ecad and CYP2E1, respectively. OCR of PP hepatocytes was ∼4 times that of PC hepatocytes. CONCLUSIONS: MTR treatment in vivo delineates sublobular hepatic zones and can be used to sort hepatocytes zonally. PP hepatocytes have substantially greater OCR compared to PC and MZ. The results also indicate a sharp midzonal demarcation between hepatocytes with PP characteristics (Ecad) and those with PC features (CYP2E1). This new method to sort hepatocytes in a zone-specific fashion holds the potential to shed light on sublobular hepatocyte metabolism and regulatory pathways in health and disease.

4.
J Exp Bot ; 75(1): 274-299, 2024 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-37804484

RESUMO

Catharanthus roseus leaves produce a range of monoterpenoid indole alkaloids (MIAs) that include low levels of the anticancer drugs vinblastine and vincristine. The MIA pathway displays a complex architecture spanning different subcellular and cell type localizations, and is under complex regulation. As a result, the development of strategies to increase the levels of the anticancer MIAs has remained elusive. The pathway involves mesophyll specialized idioblasts where the late unsolved biosynthetic steps are thought to occur. Here, protoplasts of C. roseus leaf idioblasts were isolated by fluorescence-activated cell sorting, and their differential alkaloid and transcriptomic profiles were characterized. This involved the assembly of an improved C. roseus transcriptome from short- and long-read data, IDIO+. It was observed that C. roseus mesophyll idioblasts possess a distinctive transcriptomic profile associated with protection against biotic and abiotic stresses, and indicative that this cell type is a carbon sink, in contrast to surrounding mesophyll cells. Moreover, it is shown that idioblasts are a hotspot of alkaloid accumulation, suggesting that their transcriptome may hold the key to the in-depth understanding of the MIA pathway and the success of strategies leading to higher levels of the anticancer drugs.


Assuntos
Antineoplásicos , Catharanthus , Plantas Medicinais , Alcaloides de Triptamina e Secologanina , Plantas Medicinais/metabolismo , Catharanthus/genética , Catharanthus/metabolismo , Antineoplásicos/metabolismo , Alcaloides de Triptamina e Secologanina/metabolismo , Folhas de Planta/metabolismo , Proteínas de Plantas/genética , Proteínas de Plantas/metabolismo , Regulação da Expressão Gênica de Plantas
5.
Cytotherapy ; 26(7): 719-728, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38530690

RESUMO

BACKGROUND AIMS: Regulatory T cells (Tregs) are the main mediators of peripheral tolerance. Treg-directed therapy has shown promising results in preclinical studies of diverse immunopathologies. At present, the clinical applicability of adoptive Treg transfer is limited by difficulties in generating Tregs at sufficient cell dose and purity. METHODS: We developed a Good Manufacturing Practice (GMP) compliant method based on closed-system multiparametric Fluorescence-Activated Cell Sorting (FACS) to purify Tregs, which are then expanded in vitro and gene-marked with a clinical grade retroviral vector to enable in vivo fate tracking. Following small-scale optimization, we conducted four clinical-scale processing runs. RESULTS: We showed that Tregs could be enriched to 87- 92% purity following FACS-sorting, and expanded and transduced to yield clinically relevant cell dose of 136-732×106 gene-marked cells, sufficient for a cell dose of at least 2 × 106 cells/kg. The expanded Tregs were highly demethylated in the FOXP3 Treg-specific demethylated region (TSDR), consistent with bona fide natural Tregs. They were suppressive in vitro, but a small percentage could secrete proinflammatory cytokines, including interferon-γ and interleukin-17A. CONCLUSIONS: This study demonstrated the feasibility of isolating, expanding and gene-marking Tregs in clinical scale, thus paving the way for future phase I trials that will advance knowledge about the in vivo fate of transferred Tregs and its relationship with concomitant Treg-directed pharmacotherapy and clinical response.


Assuntos
Citometria de Fluxo , Fatores de Transcrição Forkhead , Linfócitos T Reguladores , Linfócitos T Reguladores/imunologia , Humanos , Citometria de Fluxo/métodos , Fatores de Transcrição Forkhead/metabolismo , Fatores de Transcrição Forkhead/genética , Separação Celular/métodos , Vetores Genéticos/genética
6.
Environ Sci Technol ; 58(40): 17838-17849, 2024 Oct 08.
Artigo em Inglês | MEDLINE | ID: mdl-39333059

RESUMO

Active antibiotic-resistant bacteria (ARB) play a major role in spreading antimicrobial resistance (AMR) in the environment; however, they have remained largely unexplored. Herein, we coupled bio-orthogonal noncanonical amino acid tagging with high-throughput fluorescence-activated single-cell sorting (FACS) and sequencing to characterize the phenome and genome of active ARB in complex environmental matrices. Active ARB, conferring resistance to six antibiotics throughout wastewater treatment, were distinguished and quantified. The percentage and concentration of active ARB ranged from 0.28% to 45.3% and from 1.1 × 104 to 2.09 × 107 cells/mL, respectively. Notably, the final effluents retained up to 4.79 × 104 cells/mL of active ARB. Targeted FACS and genomic sequencing revealed a distinct taxonomic composition of active ARB compared with that of the overall population. The coexistence of antibiotic resistome and mobilome in active ARB was also identified, including three high-quality metagenomic assembly genomes assigned to pathogenic bacteria, highlighting the substantial health risks due to their activity, phenotypic resistance, mobility, and pathogenicity. This study advances our understanding of previously overlooked active ARB in the environment by linking their resistance phenotype to their genotype. This high-throughput method will enable efficient quantitative surveillance of active AMR, providing valuable insights into risk control and management.


Assuntos
Antibacterianos , Bactérias , Antibacterianos/farmacologia , Bactérias/genética , Análise de Célula Única , Resistência Microbiana a Medicamentos/genética , Águas Residuárias/microbiologia
7.
Biotechnol Lett ; 46(2): 147-159, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38184487

RESUMO

There is a strong relationship between the dysregulation of epidermal growth factor receptor (EGFR) and the development of epithelial-derived cancers. Therefore, EGFR has usually been considered the desired target for gene therapy. Here, we propose an approach for targeting EGFR-expressing cells by phage particles capable of displaying EGF and GFP as tumor-targeting and reporting elements, respectively. For this purpose, the superfolder GFP-EGF (sfGFP-EGF) coding sequence was inserted at the N-terminus of the pIII gene in the pIT2 phagemid. The capability of the constructed phage to recognize EGFR-overexpressing cells was monitored by fluorescence microscopy, fluorescence-activated cell sorting (FACS), and cell-based ELISA experiments. FACS analysis showed a significant shift in the mean fluorescence intensity (MFI) of the cells treated with phage displaying sfGFP-EGF compared to phage displaying only sfGFP. The binding of phage displaying sfGFP-EGF to A-431 cells, monitored by fluorescence microscopy, indicated the formation of the sfGFP-EGF-EGFR complex on the surface of the treated cells. Cell-based ELISA experiments showed that phages displaying either EGF or sfGFP-EGF can specifically bind EGFR-expressing cells. The vector constructed in the current study has the potential to be engineered for gene delivery purposes as well as cell-based imaging for tumor detection.


Assuntos
Bacteriófagos , Neoplasias , Humanos , Bacteriófagos/genética , Bacteriófagos/metabolismo , Fator de Crescimento Epidérmico/genética , Receptores ErbB/genética , Receptores ErbB/metabolismo , Técnicas de Transferência de Genes , Proteínas de Fluorescência Verde/genética , Linhagem Celular Tumoral
8.
Adv Exp Med Biol ; 1441: 435-458, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38884724

RESUMO

Over the last few decades, the study of congenital heart disease (CHD) has benefited from various model systems and the development of molecular biological techniques enabling the analysis of single gene as well as global effects. In this chapter, we first describe different models including CHD patients and their families, animal models ranging from invertebrates to mammals, and various cell culture systems. Moreover, techniques to experimentally manipulate these models are discussed. Second, we introduce cardiac phenotyping technologies comprising the analysis of mouse and cell culture models, live imaging of cardiogenesis, and histological methods for fixed hearts. Finally, the most important and latest molecular biotechniques are described. These include genotyping technologies, different applications of next-generation sequencing, and the analysis of transcriptome, epigenome, proteome, and metabolome. In summary, the models and technologies presented in this chapter are essential to study the function and development of the heart and to understand the molecular pathways underlying CHD.


Assuntos
Cardiopatias Congênitas , Animais , Humanos , Cardiopatias Congênitas/genética , Cardiopatias Congênitas/metabolismo , Modelos Animais de Doenças , Camundongos , Fenótipo , Sequenciamento de Nucleotídeos em Larga Escala , Técnicas de Cultura de Células/métodos
9.
BMC Biol ; 21(1): 183, 2023 09 04.
Artigo em Inglês | MEDLINE | ID: mdl-37667306

RESUMO

BACKGROUND: In contrast to modern rational metabolic engineering, classical strain development strongly relies on random mutagenesis and screening for the desired production phenotype. Nowadays, with the availability of biosensor-based FACS screening strategies, these random approaches are coming back into fashion. In this study, we employ this technology in combination with comparative genome analyses to identify novel mutations contributing to product formation in the genome of a Corynebacterium glutamicum L-histidine producer. Since all known genetic targets contributing to L-histidine production have been already rationally engineered in this strain, identification of novel beneficial mutations can be regarded as challenging, as they might not be intuitively linkable to L-histidine biosynthesis. RESULTS: In order to identify 100 improved strain variants that had each arisen independently, we performed > 600 chemical mutagenesis experiments, > 200 biosensor-based FACS screenings, isolated > 50,000 variants with increased fluorescence, and characterized > 4500 variants with regard to biomass formation and L-histidine production. Based on comparative genome analyses of these 100 variants accumulating 10-80% more L-histidine, we discovered several beneficial mutations. Combination of selected genetic modifications allowed for the construction of a strain variant characterized by a doubled L-histidine titer (29 mM) and product yield (0.13 C-mol C-mol-1) in comparison to the starting variant. CONCLUSIONS: This study may serve as a blueprint for the identification of novel beneficial mutations in microbial producers in a more systematic manner. This way, also previously unexplored genes or genes with previously unknown contribution to the respective production phenotype can be identified. We believe that this technology has a great potential to push industrial production strains towards maximum performance.


Assuntos
Bactérias , Histidina , Edição de Genes , Mutagênese , Mutação
10.
Int J Mol Sci ; 25(18)2024 Sep 12.
Artigo em Inglês | MEDLINE | ID: mdl-39337350

RESUMO

The basal cell maintains the airway's respiratory epithelium as the putative resident stem cell. Basal cells are known to self-renew and differentiate into airway ciliated and secretory cells. However, it is not clear if every basal cell functions as a stem cell. To address functional heterogeneity amongst the basal cell population, we developed a novel monoclonal antibody, HLO1-6H5, that identifies a subset of KRT5+ (cytokeratin 5) basal cells. We used HLO1-6H5 and other known basal cell-reactive reagents to isolate viable airway subsets from primary human airway epithelium by Fluorescence Activated Cell Sorting. Isolated primary cell subsets were assessed for the stem cell capabilities of self-renewal and differentiation in the bronchosphere assay, which revealed that bipotent stem cells were, at minimum 3-fold enriched in the HLO1-6H5+ cell subset. Crosslinking-mass spectrometry identified the HLO1-6H5 target as a glycosylated TFRC/CD71 (transferrin receptor) proteoform. The HLO1-6H5 antibody provides a valuable new tool for identifying and isolating a subset of primary human airway basal cells that are substantially enriched for bipotent stem/progenitor cells and reveals TFRC as a defining surface marker for this novel cell subset.


Assuntos
Diferenciação Celular , Células Epiteliais , Queratina-5 , Mucosa Respiratória , Células-Tronco , Humanos , Células-Tronco/citologia , Células-Tronco/metabolismo , Queratina-5/metabolismo , Células Epiteliais/citologia , Células Epiteliais/metabolismo , Mucosa Respiratória/citologia , Mucosa Respiratória/metabolismo , Receptores da Transferrina/metabolismo , Anticorpos Monoclonais , Antígenos CD/metabolismo , Células Cultivadas , Citometria de Fluxo/métodos , Biomarcadores/metabolismo , Separação Celular/métodos
11.
Mol Biol Evol ; 39(2)2022 02 03.
Artigo em Inglês | MEDLINE | ID: mdl-35099536

RESUMO

Genes involved in spermatogenesis tend to evolve rapidly, but we lack a clear understanding of how protein sequences and patterns of gene expression evolve across this complex developmental process. We used fluorescence-activated cell sorting (FACS) to generate expression data for early (meiotic) and late (postmeiotic) cell types across 13 inbred strains of mice (Mus) spanning ∼7 My of evolution. We used these comparative developmental data to investigate the evolution of lineage-specific expression, protein-coding sequences, and expression levels. We found increased lineage specificity and more rapid protein-coding and expression divergence during late spermatogenesis, suggesting that signatures of rapid testis molecular evolution are punctuated across sperm development. Despite strong overall developmental parallels in these components of molecular evolution, protein and expression divergences were only weakly correlated across genes. We detected more rapid protein evolution on the X chromosome relative to the autosomes, whereas X-linked gene expression tended to be relatively more conserved likely reflecting chromosome-specific regulatory constraints. Using allele-specific FACS expression data from crosses between four strains, we found that the relative contributions of different regulatory mechanisms also differed between cell types. Genes showing cis-regulatory changes were more common late in spermatogenesis, and tended to be associated with larger differences in expression levels and greater expression divergence between species. In contrast, genes with trans-acting changes were more common early and tended to be more conserved across species. Our findings advance understanding of gene evolution across spermatogenesis and underscore the fundamental importance of developmental context in molecular evolutionary studies.


Assuntos
Evolução Molecular , Espermatogênese , Animais , Genes Ligados ao Cromossomo X , Masculino , Camundongos , Espermatogênese/genética , Testículo/metabolismo , Cromossomo X
12.
J Neuroinflammation ; 20(1): 207, 2023 Sep 11.
Artigo em Inglês | MEDLINE | ID: mdl-37691115

RESUMO

Vascular endothelial function is challenged during cerebral ischemia and reperfusion. The endothelial responses are involved in inflammatory leukocyte attraction, adhesion and infiltration, blood-brain barrier leakage, and angiogenesis. This study investigated gene expression changes in brain endothelial cells after acute ischemic stroke using transcriptomics and translatomics. We isolated brain endothelial mRNA by: (i) translating ribosome affinity purification, enabling immunoprecipitation of brain endothelial ribosome-attached mRNA for translatome sequencing and (ii) isolating CD31+ endothelial cells by fluorescence-activating cell sorting for classical transcriptomic analysis. Both techniques revealed similar pathways regulated by ischemia but they showed specific differences in some transcripts derived from non-endothelial cells. We defined a gene set characterizing the endothelial response to acute stroke (24h) by selecting the differentially expressed genes common to both techniques, thus corresponding with the translatome and minimizing non-endothelial mRNA contamination. Enriched pathways were related to inflammation and immunoregulation, angiogenesis, extracellular matrix, oxidative stress, and lipid trafficking and storage. We validated, by flow cytometry and immunofluorescence, the protein expression of several genes encoding cell surface proteins. The inflammatory response was associated with the endothelial upregulation of genes related to lipid storage functions and we identified lipid droplet biogenesis in the endothelial cells after ischemia. The study reports a robust translatomic signature of brain endothelial cells after acute stroke and identifies enrichment in novel pathways involved in membrane signaling and lipid storage. Altogether these results highlight the endothelial contribution to the inflammatory response, and identify novel molecules that could be targets to improve vascular function after ischemic stroke.


Assuntos
AVC Isquêmico , Acidente Vascular Cerebral , Humanos , AVC Isquêmico/genética , Transcriptoma , Encéfalo , Acidente Vascular Cerebral/genética , Lipídeos
13.
Dev Growth Differ ; 65(9): 577-590, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37596847

RESUMO

Planarians show outstanding regenerative ability due to the proliferation of neoblasts. Hence the method to isolate planarian neoblasts is important to understand the regeneration process. In our previous study, we reported a method to isolate planarian neoblasts of Dugesia japonica using fluorescence-activated cell sorting (FACS). However, we have not yet succeeded in cultivating these cells even under in vivo conditions after transplantation into x-ray-irradiated planarians. This suggests that dissociated cells might enter apoptotic or necrotic states in the process of fluorescent dye staining and sorting. Here, we developed a new method to isolate viable neoblasts, which can proliferate in the x-ray-irradiated planarians. First, the toxicity of various fluorescence dyes was investigated. All nuclear fluorescent dyes such as Hoechst 33342, DRAQ5, and DyeCycle, showed, more or less, toxicity to mammalian culture cells. In contrast, cytoplasmic fluorescent dye for live cells, calcein AM, was less toxic on these cells. Next, we stained the dissociated planarian cells with only calcein AM, and then collected the x-ray-sensitive fraction. Although the purity of neoblasts was slightly lower than that of the original staining method (ca. 97% → ca. 89%), the sorted cells could actively proliferate when they were injected into x-ray-irradiated planarians. This simple staining and sorting method will provide new opportunities to isolate viable neoblasts and understand regenerating processes.


Assuntos
Planárias , Animais , Citometria de Fluxo/métodos , Raios X , Corantes Fluorescentes/farmacologia , Mamíferos
14.
Environ Sci Technol ; 57(44): 16964-16973, 2023 11 07.
Artigo em Inglês | MEDLINE | ID: mdl-37863904

RESUMO

The existing mercury whole-cell biosensors (WCBs, parts per billion range) are not able to meet the real-world requirements due to their lack of sensitivity for the detection of ultratrace mercury in the environment. Ultratrace mercury is a potential threat to human health via the food chain. Here, we developed an ultrasensitive mercury WCB by directed evolution of the mercury-responsive transcriptional activator (MerR) sensing module to detect ultratrace mercury. Subsequently, the mutant WCB (m4-1) responding to mercury in the parts per trillion range after 1 h of induction was obtained. Its detection limit (LOD) was 0.313 ng/L, comparable to those of some analytical instruments. Surprisingly, the m4-1 WCB also responded to methylmercury (LOD = 98 ng/L), which is far more toxic than inorganic mercury. For more convenient detection, we have increased another green fluorescent protein reporter module with an optimized 5' untranslated region (5' UTR) sequence. This yields two visual WCBs with an enhanced fluorescence output. At a concentration of 2.5 ng/L, the fluorescence signals can be directly observed by the naked eye. With the combination of mobile phone imaging and image processing software, the 2GC WCB provided simple, rapid, and reliable quantitative and qualitative analysis of real samples (LOD = 0.307 ng/L). Taken together, these results indicate that the ultrasensitive visual whole-cell biosensors for ultratrace mercury detection are successfully designed using a combination of directed evolution and synthetic biotechnology.


Assuntos
Técnicas Biossensoriais , Mercúrio , Compostos de Metilmercúrio , Humanos , Mercúrio/análise , Regiões 5' não Traduzidas , Técnicas Biossensoriais/métodos
15.
Metab Eng ; 73: 124-133, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35809806

RESUMO

Actinomycetes are important producers of pharmaceuticals and industrial enzymes. However, wild type strains require laborious development prior to industrial usage. Here we present a generally applicable reporter-guided metabolic engineering tool based on random mutagenesis, selective pressure, and single-cell sorting. We developed fluorescence-activated cell sorting (FACS) methodology capable of reproducibly identifying high-performing individual cells from a mutant population directly from liquid cultures. Actinomycetes are an important source of catabolic enzymes, where product yields determine industrial viability. We demonstrate 5-fold yield improvement with an industrial cholesterol oxidase ChoD producer Streptomyces lavendulae to 20.4 U g-1 in three rounds. Strain development is traditionally followed by production medium optimization, which is a time-consuming multi-parameter problem that may require hard to source ingredients. Ultra-high throughput screening allowed us to circumvent medium optimization and we identified high ChoD yield production strains directly from mutant libraries grown under preset culture conditions. Genome-mining based drug discovery is a promising source of bioactive compounds, which is complicated by the observation that target metabolic pathways may be silent under laboratory conditions. We demonstrate our technology for drug discovery by activating a silent mutaxanthene metabolic pathway in Amycolatopsis. We apply the method for industrial strain development and increase mutaxanthene yields 9-fold to 99 mg l-1 in a second round of mutant selection. In summary, the ability to screen tens of millions of mutants in a single cell format offers broad applicability for metabolic engineering of actinomycetes for activation of silent metabolic pathways and to increase yields of proteins and natural products.


Assuntos
Actinobacteria , Engenharia Metabólica , Actinobacteria/genética , Actinomyces , Engenharia Metabólica/métodos , Redes e Vias Metabólicas , Mutagênese
16.
Appl Environ Microbiol ; 88(19): e0114922, 2022 10 11.
Artigo em Inglês | MEDLINE | ID: mdl-36094200

RESUMO

ß-Carotene is a provitamin A precursor and an important antioxidant that is used widely in the aquaculture, food, cosmetic, and pharmaceutical industries. Oleaginous Yarrowia lipolytica has been demonstrated as a competitive producer microorganism for the production of hydrophobic ß-carotene through rational engineering strategies. However, the limited understanding of the complexity of the metabolic network between carotenoid biosynthesis and other cellular processes has hampered further advancement. Genome-scale mutagenesis and high-throughput screening of mutagenesis libraries have been extensively employed in gene mining or in the identification of key targets associated with particular phenotypes. In this study, we developed a fluorescence-activated cell-sorting approach for the effective high-throughput screening of high-ß-carotene-producing strains. Using this approach, millions of mutants were screened rapidly, and new gene targets involved in lipid metabolism, sterol metabolism, signal transduction, and stress response were identified. The disruption of the genes affecting fatty acid oxidation, lipid composition, and sterol transcriptional regulation (4CL-8, GCS, and YIsterTF) increased ß-carotene significantly. By engineering these targets in a high-ß-carotene production, a strain that produced 9.4 g/L ß-carotene was constructed. Here, we used a flow cytometry approach to improve screening efficiency and eliminate the interference of intermediate metabolites. The targets obtained in this study can be used in studies focusing on metabolic engineering in the future for improving carotenoid production. IMPORTANCE ß-Carotene is a high-value-added product that is widely used in the aquaculture, food, cosmetic, and pharmaceutical industries. In our previous study, Yarrowia lipolytica has been engineered extensively to produce ß-carotene. To further improve its production, high-throughput screening and the identification of new beneficial gene targets are required. Herein, we developed a fluorescence-activated cell-sorting approach for the effective high-throughput screening of high-ß-carotene-producing strains. Using this approach, millions of mutants were screened rapidly, and new gene targets involved in lipid metabolism, sterol metabolism, signal transduction, and stress response were identified. The disruption of the genes affecting fatty acid oxidation, lipid composition, and sterol transcriptional regulation (4CL-8, GCS, and YIsterTF) increased ß-carotene significantly. By engineering these targets in a high-ß-carotene production, a strain that produced 9.4 g/L ß-carotene was constructed.


Assuntos
Yarrowia , Antioxidantes/metabolismo , Ácidos Graxos/metabolismo , Citometria de Fluxo , Ensaios de Triagem em Larga Escala , Lipídeos , Provitaminas/metabolismo , Esteróis/metabolismo , Yarrowia/genética , Yarrowia/metabolismo , beta Caroteno/metabolismo
17.
Cytometry A ; 101(4): 311-324, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-34806837

RESUMO

Cell enrichment is a powerful tool in many kinds of cell research, especially in applications with low abundance cell types. In this work, we developed a microfluidic fluorescence activated cell sorting device that was able to perform on-demand, low loss cell detection, and sorting. The chip utilizes three-dimensional acoustic standing waves to position all cells in the same fluid velocity regime without sheath. When the cells pass through a laser interrogation region, the scattering and fluorescent signals are detected, translated and transported to software. The target cells are then identified by gating on the plots. Short bursts of standing acoustic waves are triggered by order from PC to sort target cells within predefined gating region. For very low abundance and rare labeled lymphocytes mixed with high concentration unlabeled white blood cells (WBCs), (1-100 labeled lymphocytes are diluted in 106 WBCs in 1 ml volume fluid), the device is able to remove more than 98% WBCs and recover labeled lymphocytes with efficiency of 80%. We further demonstrated that this device worked with real clinical samples by successfully isolating fetal nucleated red blood cells (FNRBCs) in the blood samples from pregnant women with male fetus. The obtained cells were sequenced and the expressions of (sex determining region Y) SRY genes were tested to determine fetal cell proportion. In genetic analysis, the proportion of fetal cells in the final picked sample is up to 40.64%. With this ability, the device proposed could be valuable for biomedical applications involving fetal cells, circulating tumor cells, and stem cells.


Assuntos
Acústica , Técnicas Analíticas Microfluídicas , Separação Celular , Feminino , Citometria de Fluxo/métodos , Humanos , Dispositivos Lab-On-A-Chip , Leucócitos , Masculino , Técnicas Analíticas Microfluídicas/métodos , Gravidez
18.
Bioorg Med Chem Lett ; 61: 128614, 2022 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-35151865

RESUMO

High rates of recurrence and treatment resistance in the most common malignant adult brain cancer, glioblastoma (GBM), suggest that monotherapies are not sufficiently effective. Combination therapies are increasingly pursued, but the possibility of adverse drug-drug interactions may preclude clinical implementation. Developing single molecules with multiple targets is a feasible alternative strategy to identify effective and tolerable pharmacotherapies for GBM. Here, we report the development of a novel, first-in-class, dual aurora and lim kinase inhibitor termed F114. Aurora kinases and lim kinases are involved in neoplastic cell division and cell motility, respectively. Due to the importance of these cellular functions, inhibitors of aurora kinases and lim kinases are being pursued separately as anti-cancer therapies. Using in vitro and ex vivo models of GBM, we found that F114 inhibits GBM proliferation and invasion. These results establish F114 as a promising new scaffold for dual aurora/lim kinase inhibitors that may be used in future drug development efforts for GBM, and potentially other cancers.


Assuntos
Antineoplásicos/farmacologia , Aurora Quinase A/antagonistas & inibidores , Aurora Quinase B/antagonistas & inibidores , Neoplasias Encefálicas/tratamento farmacológico , Glioblastoma/tratamento farmacológico , Quinases Lim/antagonistas & inibidores , Inibidores de Proteínas Quinases/farmacologia , Antineoplásicos/síntese química , Antineoplásicos/química , Aurora Quinase A/metabolismo , Aurora Quinase B/metabolismo , Neoplasias Encefálicas/metabolismo , Neoplasias Encefálicas/patologia , Proliferação de Células/efeitos dos fármacos , Relação Dose-Resposta a Droga , Ensaios de Seleção de Medicamentos Antitumorais , Glioblastoma/metabolismo , Glioblastoma/patologia , Humanos , Quinases Lim/metabolismo , Estrutura Molecular , Inibidores de Proteínas Quinases/síntese química , Inibidores de Proteínas Quinases/química , Relação Estrutura-Atividade , Células Tumorais Cultivadas
19.
Appl Microbiol Biotechnol ; 106(4): 1677-1689, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-35129657

RESUMO

The single-celled eukaryotic green alga Chlamydomonas reinhardtii has long been a model system for developing genetic tools for algae, and is also considered a potential platform for the production of high-value recombinant proteins. Identifying transformants with high levels of recombinant protein expression has been a challenge in this organism, as random integration of transgenes into the nuclear genome leads to low frequency of cell lines with high gene expression. Here, we describe the design of an optimized vector for the expression of recombinant proteins in Chlamydomonas, that when transformed and screened using a dual antibiotic selection, followed by screening using fluorescence activated cell sorting (FACS), permits rapid identification and isolation of microalgal transformants with high expression of a recombinant protein. This process greatly reduces the time required for the screening process, and can produce large populations of recombinant algae transformants with between 60 and 100% of cells producing the recombinant protein of interest, in as little as 3 weeks, that can then be used for whole population sequencing or individual clone analysis. Utilizing this new vector and high-throughput screening (HTS) process resulted in an order of magnitude improvement over existing methods, which normally produced under 1% of algae transformants expressing the protein of interest. This process can be applied to other algal strains and recombinant proteins to enhance screening efficiency, thereby speeding up the discovery and development of algal-derived recombinant protein products. KEY POINTS: • A protein expression vector using double-antibiotic resistance genes was designed • Double antibiotic selection causes fewer colonies with more positive for phenotype • Coupling the new vector with FACS improves microalgal screening efficiency > 60.


Assuntos
Chlamydomonas reinhardtii , Chlamydomonas , Chlamydomonas/genética , Chlamydomonas reinhardtii/genética , Chlamydomonas reinhardtii/metabolismo , Ensaios de Triagem em Larga Escala , Proteínas Recombinantes/metabolismo , Transgenes
20.
Appl Microbiol Biotechnol ; 106(11): 4199-4209, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-35599257

RESUMO

Carbonyl compounds represented by aldehydes and ketones make an important contribution to the flavor of tobacco. Since most carbonyl compounds are produced by microbes during tobacco fermentation, identifying their producers is important to improve the quality of tobacco. Here, we created an efficient workflow that combines metabolite labeling with fluorescence-activated cell sorting (ML-FACS), 16S rRNA gene sequencing, and microbial culture to identify the microbes that produce aldehydes or ketones in fermented cigar tobacco leaves (FCTL). Microbes were labeled with a specific fluorescent dye (cyanine5 hydrazide) and separated by flow cytometry. Subsequently, the sorted microbes were identified and cultured under laboratory conditions. Four genera, Acinetobacter, Sphingomonas, Solibacillus, and Lysinibacillus, were identified as the main carbonyl compound-producing microbes in FCTL. In addition, these microorganisms could produce flavor-related aldehydes and ketones in a simple synthetic medium, such as benzaldehyde, phenylacetaldehyde, 4-hydroxy-3-ethoxy-benzaldehyde, and 3,5,5-trimethyl-2-cyclohexene-1-one. On the whole, this research has developed a new method to quickly isolate and identify microorganisms that produce aldehydes or ketones from complex microbial communities. ML-FACS would also be used to identify other compound-producing microorganisms in other systems. KEY POINTS: • An approach was developed to identify target microbes in complex communities. • Microbes that produce aldehyde/ketone flavor compounds in fermented cigar tobacco leaves were identified. • Functional microbes that produce aldehyde/ketone flavor compounds from the native environment were captured in pure cultures.


Assuntos
Nicotiana , Produtos do Tabaco , Aldeídos , Benzaldeídos , Fermentação , Cetonas , Folhas de Planta , RNA Ribossômico 16S/genética , Nicotiana/genética , Fluxo de Trabalho
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