scholarly journals Droplet-based microfluidic platform for high-throughput screening of Streptomyces

2021 ◽  
Vol 4 (1) ◽  
Author(s):  
Ran Tu ◽  
Yue Zhang ◽  
Erbing Hua ◽  
Likuan Bai ◽  
Huamei Huang ◽  
...  

AbstractStreptomyces are one of the most important industrial microorganisms for the production of proteins and small-molecule drugs. Previously reported flow cytometry-based screening methods can only screen spores or protoplasts released from mycelium, which do not represent the filamentous stationary phase Streptomyces used in industrial cultivation. Here we show a droplet-based microfluidic platform to facilitate more relevant, reliable and rapid screening of Streptomyces mycelium, and achieved an enrichment ratio of up to 334.2. Using this platform, we rapidly characterized a series of native and heterologous constitutive promoters in Streptomyces lividans 66 in droplets, and efficiently screened out a set of engineered promoter variants with desired strengths from two synthetic promoter libraries. We also successfully screened out several hyperproducers of cellulases from a random S. lividans 66 mutant library, which had 69.2–111.4% greater cellulase production than the wild type. Our method provides a fast, simple, and powerful solution for the industrial engineering and screening of Streptomyces in more industry-relevant conditions.

2017 ◽  
Author(s):  
Sarah Wurts Black ◽  
Jessica D. Sun ◽  
Alex Laihsu ◽  
Nikki Kimura ◽  
Pamela Santiago ◽  
...  

AbstractBackgroundAssessment of sleep/wake by electroencephalography (EEG) and electromyography (EMG) is invasive, resource intensive, and not amenable to rapid screening at scale for drug discovery. In the preclinical development of therapeutics for narcolepsy, efficacy tests are hindered by the lack of a non-EEG/EMG based translational test of symptom severity. The current methods study offers proof-of-principle that PiezoSleep (noninvasive, unsupervised piezoelectric monitoring of gross body movement, together with respiration patterns during behavioral quiescence), can be used to determine sleep/wake as applicable to the development of wake-promoting therapeutics. First, the translational wake-maintenance score (WMS, the ratio of time during the first half of the dark period spent in long wake bouts to short sleep bouts) of the PiezoSleep narcolepsy screen was introduced as a means by which to rank narcoleptic orexin/ataxin-3 mice and wild type mice by sleep/wake fragmentation severity. Accuracy of the WMS to detect narcoleptic phenotypes were determined in genotype-confirmed orexin/ataxin-3 mice and wild type colony mates. The WMS was used to identify the most highly symptomatic mice for resource-intensive EEG/EMG studies for further analysis of specific arousal states. Second, PiezoSleep was demonstrated for use in high-throughput screening of wake-promoting compounds using modafinil in orexin/ataxin-3 and wild type mice.ResultsThe WMS detected a narcoleptic phenotype with 89% sensitivity, 92% specificity and 98% positive predictive value. A 15-fold difference in WMS differentiated wild type littermates from the most severely affected orexin/ataxin-3 mice. Follow-up EEG/EMG study indicated 82% of the orexin/ataxin-3 mice with the lowest wake-maintenance scores met or exceeded the cataplexy-occurrence threshold (≥ 3 bouts) for inclusion in therapeutic efficacy studies. In the PiezoSleep dose-response study, the ED50 for wake-promotion by modafinil was approximately 50 mg/kg in both genotypes. Using unsupervised piezoelectric monitoring, the efficacy of wake-promoting compounds can be determined in a 5-arm study with 60 mice in less than one week—a fraction of the time compared to EEG/EMG studies.ConclusionsThe WMS on the PiezoSleep narcolepsy screen quantifies the inability to sustain wakefulness and provides an accurate measure of the narcoleptic phenotype in mice. PiezoSleep offers rapid, scalable assessment of sleep/wake for high-throughput screening in drug discovery.


Author(s):  
Shumin Xu ◽  
Linpei Zhang ◽  
Shenghu Zhou ◽  
Yu Deng

Glycolate is widely used in industry, especially in the fields of chemical cleaning, cosmetics, and medical materials, and has broad market prospects for the future. Recent advances in metabolic engineering and synthetic biology have significantly improved the titer and yield of glycolate. However, an expensive inducer was used in previous studies that is not feasible for use in large-scale industrial fermentations. To constitutively biosynthesize glycolate, the expression level of each gene of the glycolate synthetic pathway needs to be systemically optimized. The main challenge of multi-gene pathway optimization is being able to select or screen the optimum strain from the randomly assembled library by an efficient high-throughput method within a short period of time. To overcome these challenges, we firstly established a glycolate-responsive biosensor and developed agar plate- and 48-well deep well plate-scale high-throughput screening methods for rapid screening of superior glycolate producers from a large library. A total of 22 gradient strength promoter-5′-UTR complexes were randomly cloned upstream of the genes of the glycolate synthetic pathway, generating a large random assembled library. After rounds of screening, the optimum strain was obtained from 6×105 transformants in a week, and it achieved a titer of 40.9 ± 3.7 g/L glycolate in a 5-L bioreactor. Furthermore, high expression levels of the enzymes YcdW and GltA were found to promote glycolate production, whereas AceA has no obvious impact on glycolate production. Overall, the glycolate biosensor-based pathway optimization strategy presented in this work provides a paradigm for other multi-gene pathway optimizations. Importance The use of strong promoters, such as pTrc and T7, to control gene expression not only need adding expensive inducers but also results in excessive protein expression that may be resulting in unbalanced metabolic flux and the waste of cellular building blocks and energy. To balance the metabolic flux of glycolate biosynthesis, the expression level of each gene needs to be systemically optimized in a constitutive manner. However, the lack of a high-throughput screening methods restricted the glycolate synthetic pathway optimization. Our work firstly established a glycolate-response biosensor, then agar plate and 48-well plate scale high-throughput screening methods were developed for rapid screening of optimum pathways from a large library. Finally, we obtained a glycolate producing strain with good biosynthetic performance, and the use of the expensive inducer IPTG was avoided, which broadens our understanding about the mechanism of glycolate synthesis.


1964 ◽  
Vol 11 (02) ◽  
pp. 506-512 ◽  
Author(s):  
V. A Lovric ◽  
J Margolis

SummaryAn adaptation of “kaolin clotting time” and prothrombin time for use on haemolysed capillary blood provided simple and sensitive screening tests suitable for use in infants and children. A survey of three year’s experience shows that these are reliable routine laboratory tests for detection of latent coagulation disorders.


2016 ◽  
Vol 19 (8) ◽  
pp. 616-626 ◽  
Author(s):  
Lorena Ramírez-Velasco ◽  
Mariana Armendáriz-Ruiz ◽  
Jorge Alberto Rodríguez-González ◽  
Marcelo Müller-Santos ◽  
Ali Asaff-Torres ◽  
...  

Cancers ◽  
2021 ◽  
Vol 13 (3) ◽  
pp. 576
Author(s):  
Sofia Giacosa ◽  
Catherine Pillet ◽  
Irinka Séraudie ◽  
Laurent Guyon ◽  
Yann Wallez ◽  
...  

Kinase-targeted agents demonstrate antitumor activity in advanced metastatic clear cell renal cell carcinoma (ccRCC), which remains largely incurable. Integration of genomic approaches through small-molecules and genetically based high-throughput screening holds the promise of improved discovery of candidate targets for cancer therapy. The 786-O cell line represents a model for most ccRCC that have a loss of functional pVHL (von Hippel-Lindau). A multiplexed assay was used to study the cellular fitness of a panel of engineered ccRCC isogenic 786-O VHL− cell lines in response to a collection of targeted cancer therapeutics including kinase inhibitors, allowing the interrogation of over 2880 drug–gene pairs. Among diverse patterns of drug sensitivities, investigation of the mechanistic effect of one selected drug combination on tumor spheroids and ex vivo renal tumor slice cultures showed that VHL-defective ccRCC cells were more vulnerable to the combined inhibition of the CK2 and ATM kinases than wild-type VHL cells. Importantly, we found that HIF-2α acts as a key mediator that potentiates the response to combined CK2/ATM inhibition by triggering ROS-dependent apoptosis. Importantly, our findings reveal a selective killing of VHL-deficient renal carcinoma cells and provide a rationale for a mechanism-based use of combined CK2/ATM inhibitors for improved patient care in metastatic VHL-ccRCC.


Viruses ◽  
2021 ◽  
Vol 13 (1) ◽  
pp. 108
Author(s):  
Shengzhang Dong ◽  
George Dimopoulos

Mosquito-borne arthropod-borne viruses (arboviruses) such as the dengue virus (DENV), Zika virus (ZIKV), and chikungunya virus (CHIKV) are important human pathogens that are responsible for significant global morbidity and mortality. The recent emergence and re-emergence of mosquito-borne viral diseases (MBVDs) highlight the urgent need for safe and effective vaccines, therapeutics, and vector-control approaches to prevent MBVD outbreaks. In nature, arboviruses circulate between vertebrate hosts and arthropod vectors; therefore, disrupting the virus lifecycle in mosquitoes is a major approach for combating MBVDs. Several strategies were proposed to render mosquitoes that are refractory to arboviral infection, for example, those involving the generation of genetically modified mosquitoes or infection with the symbiotic bacterium Wolbachia. Due to the recent development of high-throughput screening methods, an increasing number of drugs with inhibitory effects on mosquito-borne arboviruses in mammalian cells were identified. These antivirals are useful resources that can impede the circulation of arboviruses between arthropods and humans by either rendering viruses more vulnerable in humans or suppressing viral infection by reducing the expression of host factors in mosquitoes. In this review, we summarize recent advances in small-molecule antiarboviral drugs in mammalian and mosquito cells, and discuss how to use these antivirals to block the transmission of MBVDs.


2019 ◽  
Vol 60 (5) ◽  
pp. 1082-1097 ◽  
Author(s):  
Panneerselvam Krishnamurthy ◽  
Yukiko Fujisawa ◽  
Yuya Takahashi ◽  
Hanako Abe ◽  
Kentaro Yamane ◽  
...  

2016 ◽  
Vol 6 (1) ◽  
Author(s):  
Mamta Singh ◽  
Prabhakar Tiwari ◽  
Garima Arora ◽  
Sakshi Agarwal ◽  
Saqib Kidwai ◽  
...  

Abstract Inorganic polyphosphate (PolyP) plays an essential role in microbial stress adaptation, virulence and drug tolerance. The genome of Mycobacterium tuberculosis encodes for two polyphosphate kinases (PPK-1, Rv2984 and PPK-2, Rv3232c) and polyphosphatases (ppx-1, Rv0496 and ppx-2, Rv1026) for maintenance of intracellular PolyP levels. Microbial polyphosphate kinases constitute a molecular mechanism, whereby microorganisms utilize PolyP as phosphate donor for synthesis of ATP. In the present study we have constructed ppk-2 mutant strain of M. tuberculosis and demonstrate that PPK-2 enzyme contributes to its ability to cause disease in guinea pigs. We observed that ppk-2 mutant strain infected guinea pigs had significantly reduced bacterial loads and tissue pathology in comparison to wild type infected guinea pigs at later stages of infection. We also report that in comparison to the wild type strain, ppk-2 mutant strain was more tolerant to isoniazid and impaired for survival in THP-1 macrophages. In the present study we have standardized a luciferase based assay system to identify chemical scaffolds that are non-cytotoxic and inhibit M. tuberculosis PPK-2 enzyme. To the best of our knowledge this is the first study demonstrating feasibility of high throughput screening to obtain small molecule PPK-2 inhibitors.


2014 ◽  
Vol 2014 ◽  
pp. 1-8 ◽  
Author(s):  
Soo Tein Ngoi ◽  
Kwai Lin Thong

The increasedSalmonellaresistance to quinolones and fluoroquinolones is a public health concern in the Southeast Asian region. The objective of this study is to develop a high resolution melt curve (HRM) assay to rapidly screen for mutations in quinolone-resistant determining region (QRDR) of gyrase and topoisomerase IV genes. DNA sequencing was performed on 62Salmonellastrains to identify mutations in the QRDR ofgyrA,gyrB,parC, andparEgenes. Mutations were detected in QRDR ofgyrA(n=52; S83F, S83Y, S83I, D87G, D87Y, and D87N) andparE(n=1; M438I).Salmonellastrains with mutations within QRDR ofgyrAare generally more resistant to nalidixic acid (MIC16>256 μg/mL). Mutations were uncommon within the QRDR ofgyrB,parC, andparEgenes. In the HRM assay, mutants can be distinguished from the wild-type strains based on the transition of melt curves, which is more prominent when the profiles are displayed in difference plot. In conclusion, HRM analysis allows for rapid screening for mutations at the QRDRs of gyrase and topoisomerase IV genes inSalmonella. This assay markedly reduced the sequencing effort involved in mutational studies of quinolone-resistance genes.


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