Fluorescent Reporter Gene Research Articles

Tandem DNA repeats contain cis-regulatory sequences that activate biotrophy-specific expression of Magnaporthe effector gene PWL2.

During plant infection, fungi secrete effector proteins in coordination with distinct infection stages. Thus, the success of plant infection is determined by precise control of effector gene expression. We analysed the PWL2 effector gene of the rice blast fungus Magnaporthe oryzae to understand how effector genes are activated specifically during the early biotrophic stages of rice infection. Here, we used confocal live‐cell imaging of M. oryzae transformants with various PWL2 promoter fragments fused to sensitive green fluorescent protein reporter genes to determine the expression patterns of PWL2 at the cellular level, together with quantitative reverse transcription PCR analyses at the tissue level. We found PWL2 expression was coupled with sequential biotrophic invasion of rice cells. PWL2 expression was induced in the appressorium upon penetration into a living rice cell but greatly declined in the highly branched hyphae when the first‐invaded rice cell was dead. PWL2 expression then increased again as the hyphae penetrate into living adjacent cells. The expression of PWL2 required fungal penetration into living plant cells of either host rice or nonhost onion. Deletion and mutagenesis experiments further revealed that the tandem repeats in the PWL2 promoter contain 12‐base pair sequences required for expression. We conclude that PWL2 expression is (a) activated by an unknown signal commonly present in living plant cells, (b) specific to biotrophic stages of fungal infection, and (c) requires 12‐base pair cis‐regulatory sequences in the promoter.

Use of CRISPR/Cas9-mediated disruption of CNS cell type genes to profile transduction of AAV by neonatal intracerebroventricular delivery in mice

Adeno-associated virus (AAV) transduction efficiency and tropism are conventionally determined by high expression of a fluorescent reporter gene. Emerging data has suggested that such conventional methods may underestimate AAV transduction for cells in which reporter expression from AAV vectors is undetectable. To explore an alternative method that captures AAV transduction in cells in which low expression of a cargo is sufficient for the intended activity, we sought after CRISPR/Cas9-mediated gene disruption. In this study, we use AAV to deliver CRISPR/guide RNA designed to abolish the genes NeuN, GFAP, or MOG expressed specifically in neurons, astrocytes, or oligodendrocytes respectively in the central nervous system (CNS) of mice. Abrogated expression of these cell-type-specific genes can be measured biochemically in CNS subregions and provides quantitative assessment of AAV transduction in these CNS cell types. By using this method, we compared CNS transduction of AAV9, AAV-PHP.B, and AAV-PHP.eB delivered via intracerebroventricular injection (ICV) in neonatal mice. We found both AAV-PHP.B and AAV-PHP.eB resulted in marked disruption of the NeuN gene by CRISPR/Cas9, significantly greater than AAV9 in several brain regions and spinal cord. In contrast, only modest disruption of the GFAP gene and the MOG gene was observed by all three AAV variants. Since the procedure of ICV circumvents the blood–brain barrier, our data suggests that, independent of their ability to cross the blood–brain barrier, AAV-PHP.B variants also exhibit remarkably improved neuronal transduction in the CNS. We anticipate this approach will facilitate profiling of AAV cellular tropism in murine CNS.

Gel-Free 3D Tumoroids with Stem Cell Properties Modeling Drug Resistance to Cisplatin and Imatinib in Metastatic Colorectal Cancer

Researchers have developed several three-dimensional (3D) culture systems, including spheroids, organoids, and tumoroids with increased properties of cancer stem cells (CSCs), also called cancer-initiating cells (CICs). Drug resistance is a crucial issue involving recurrence in cancer patients. Many studies on anti-cancer drugs have been reported using 2D culture systems, whereas 3D cultured tumoroids have many advantages for assessing drug sensitivity and resistance. Here, we aimed to investigate whether Cisplatin (a DNA crosslinker), Imatinib (a multiple tyrosine kinase inhibitor), and 5-Fluorouracil (5-FU: an antimetabolite) alter the tumoroid growth of metastatic colorectal cancer (mCRC). Gene expression signatures of highly metastatic aggregative CRC (LuM1 cells) vs. low-metastatic, non-aggregative CRC (Colon26 and NM11 cells) were analyzed using microarray. To establish a 3D culture-based multiplexing reporter assay system, LuM1 was stably transfected with the Mmp9 promoter-driven ZsGreen fluorescence reporter gene, which was designated as LuM1/m9 cells and cultured in NanoCulture Plate®, a gel-free 3D culture device. LuM1 cells highly expressed mRNA encoding ABCG2 (a drug resistance pump, i.e., CSC/CIC marker), other CSC/CIC markers (DLL1, EpCAM, podoplanin, STAT3/5), pluripotent stem cell markers (Sox4/7, N-myc, GATA3, Nanog), and metastatic markers (MMPs, Integrins, EGFR), compared to the other two cell types. Hoechst efflux stem cell-like side population was increased in LuM1 (7.8%) compared with Colon26 (2.9%), both of which were markedly reduced by verapamil treatment, an ABCG2 inhibitor. Smaller cell aggregates of LuM1 were more sensitive to Cisplatin (at 10 μM), whereas larger tumoroids with increased ABCG2 expression were insensitive. Notably, Cisplatin (2 μM) and Imatinib (10 μM) at low concentrations significantly promoted tumoroid formation (cell aggregation) and increased Mmp9 promoter activity in mCRC LuM1/m9, while not cytotoxic to them. On the other hand, 5-FU significantly inhibited tumoroid growth, although not completely. Thus, drug resistance in cancer with increased stem cell properties was modeled using the gel-free 3D cultured tumoroid system. The tumoroid culture is useful and easily accessible for the assessment of drug sensitivity and resistance.

A fluorescence-based yeast sensor for monitoring acetic acid.

Accumulation of acetic acid indicates an imbalance of the process due to a disturbed composition of the microorganisms. Hence, monitoring the acetic acid concentration is an important parameter to control the biogas process. Here, we describe the generation and validation of a fluorescence‐based whole cell sensor for the detection of acetic acid based on the yeast Saccharomyces cerevisiae. Acetic acid induces the transcription of a subset of genes. The 5´‐regulatory sequences (5´ URS) of these genes were cloned into a multicopy plasmid to drive the expression of a red fluorescent reporter gene. The 5´ URS of YGP1, encoding a cell wall‐related glycoprotein, led to a 20‐fold increase of fluorescence upon addition of 30 mM acetic acid to the media. We show that the system allows estimating the approximate concentration of acetic acid in condensation samples from a biogas plant. To avoid plasmid loss and increase the long‐term stability of the sensor, we integrated the reporter construct into the yeast genome and tested the suitability of spores for long‐term storage of sensor cells. Lowering the reporter gene's copy number resulted in a significant drop of the fluorescence, which can be compensated by applying a yeast pheromone‐based signal amplification system.

CRISPR-based transcriptional activation tool for silent genes in filamentous fungi

Filamentous fungi are historically known to be a rich reservoir of bioactive compounds that are applied in a myriad of fields ranging from crop protection to medicine. The surge of genomic data available shows that fungi remain an excellent source for new pharmaceuticals. However, most of the responsible biosynthetic gene clusters are transcriptionally silent under laboratory growth conditions. Therefore, generic strategies for activation of these clusters are required. Here, we present a genome-editing-free, transcriptional regulation tool for filamentous fungi, based on the CRISPR activation (CRISPRa) methodology. Herein, a nuclease-defective mutant of Cas9 (dCas9) was fused to a highly active tripartite activator VP64-p65-Rta (VPR) to allow for sgRNA directed targeted gene regulation. dCas9-VPR was introduced, together with an easy to use sgRNA “plug-and-play” module, into a non-integrative AMA1-vector, which is compatible with several filamentous fungal species. To demonstrate its potential, this vector was used to transcriptionally activate a fluorescent reporter gene under the control of the penDE core promoter in Penicillium rubens. Subsequently, we activated the transcriptionally silent, native P. rubens macrophorin biosynthetic gene cluster by targeting dCas9-VPR to the promoter region of the transcription factor macR. This resulted in the production of antimicrobial macrophorins. This CRISPRa technology can be used for the rapid and convenient activation of silent fungal biosynthetic gene clusters, and thereby aid in the identification of novel compounds such as antimicrobials.

A Novel Triple-Fluorescent HCMV Strain Reveals Gene Expression Dynamics and Anti-Herpesviral Drug Mechanisms.

Human Cytomegalovirus (HCMV) infection may result in severe outcomes in immunocompromised individuals such as AIDS patients, transplant recipients, and neonates. To date, no vaccines are available and there are only few drugs for anti-HCMV therapy. Adverse effects and the continuous emergence of drug-resistance strains require the identification of new drug candidates in the near future. Identification and characterization of such compounds and biological factors requires sensitive and reliable detection techniques of HCMV infection, gene expression and spread. In this work, we present and validate a novel concept for multi-reporter herpesviruses, identified through iterative testing of minimally invasive mutations. We integrated up to three fluorescence reporter genes into replication-competent HCMV strains, generating reporter HCMVs that allow the visualization of replication cycle stages of HCMV, namely the immediate early (IE), early (E), and late (L) phase. Fluorescent proteins with clearly distinguishable emission spectra were linked by 2A peptides to essential viral genes, allowing bicistronic expression of the viral and the fluorescent protein without major effects on viral fitness. By using this triple color reporter HCMV, we monitored gene expression dynamics of the IE, E, and L genes by measuring the fluorescent signal of the viral gene-associated fluorophores within infected cell populations and at high temporal resolution. We demonstrate distinct inhibitory profiles of foscarnet, fomivirsen, phosphonoacetic acid, ganciclovir, and letermovir reflecting their mode-of-action. In conclusion, our data argues that this experimental approach allows the identification and characterization of new drug candidates in a single step.

AAV8 transduction capacity is reduced by prior exposure to endosome-like pH conditions.

Adeno-associated virus (AAV) is an essential instrument in the neuroscientist's toolkit, which allows delivery of DNA to provide labeling with fluorescent proteins or genetic instructions to regulate gene expression. In the field of neural regeneration, the transduction of neurons enables the observation and regulation of axon growth and regeneration, and in the future will likely be a mechanism for delivering molecular therapies to promote sprouting and regeneration after central nervous system injury. Traditional formulations of AAV preparations permit efficient viral transduction under physiologic conditions, but an improved understanding of the mechanistic limitations of AAV transduction may facilitate production of more resilient AAV strains for investigative and therapeutic purposes. We studied AAV transduction in the context of prior exposure of AAV serotype 8 (AAV8) to environmental pH within the range encountered during endosomal endocytosis (pH 7.4 to pH 4.4), during which low pH-triggered structural and autoproteolytic changes to the viral capsid are believed to be necessary for endosome escape and virus uncoating. Due to the fundamental nature of these processes, we hypothesized that premature exposure of AAV8 particles to acidic pH would decrease viral transduction of HT1080 cells in vitro, as measured by fluorescent reporter gene expression using high-content imaging analysis. We found that increasingly acidic incubation conditions were associated with concomitant reductions in transduction efficiency, and that quantitative levels of reporter gene expression in transduced cells were similarly decreased. The biggest decrease in transduction occurred between pH 7.4 and pH 6.4, suggesting the possible co-occurrence of a pH-associated event and viral inactivation within that range. Taken together, these findings indicate that exposure of AAV8 to acidic pH for as little as 1 hour is deleterious to transduction ability. Future studies are necessary to understand the pH-associated causative mechanisms involved. This study was approved by the University of Miami Institutional Animal Care and Use Committee, USA (Protocol #18-108-LF) on July 12, 2018.

Discovery of small-molecule inhibitors of multidrug-resistance plasmid maintenance using a high-throughput screening approach

Carbapenem-resistant Enterobacteriaceae (CRE) are multidrug-resistant pathogens for which new treatments are desperately needed. Carbapenemases and other types of antibiotic resistance genes are carried almost exclusively on large, low-copy-number plasmids (pCRE). Accordingly, small molecules that efficiently evict pCRE plasmids should restore much-needed treatment options. We therefore designed a high-throughput screen to identify such compounds. A synthetic plasmid was constructed containing the plasmid replication machinery from a representative Escherichia coli CRE isolate as well as a fluorescent reporter gene to easily monitor plasmid maintenance. The synthetic plasmid was then introduced into an E. coli K12 tolC host. We used this screening strain to test a library of over 12,000 known bioactive agents for molecules that selectively reduce plasmid levels relative to effects on bacterial growth. From 366 screen hits we further validated the antiplasmid activity of kasugamycin, an aminoglycoside; CGS 15943, a nucleoside analog; and Ro 90-7501, a bibenzimidazole. All three compounds exhibited significant antiplasmid activity including up to complete suppression of plasmid replication and/or plasmid eviction in multiple orthogonal readouts and potentiated activity of the carbapenem, meropenem, against a strain carrying the large, pCRE plasmid from which we constructed the synthetic screening plasmid. Additionally, we found kasugamycin and CGS 15943 blocked plasmid replication, respectively, by inhibiting expression or function of the plasmid replication initiation protein, RepE. In summary, we validated our approach to identify compounds that alter plasmid maintenance, confer resensitization to antimicrobials, and have specific mechanisms of action.

Dual CXCR4 and E-Selectin Inhibition (GMI-1359) Rapidly Increases AML Cellular Motility Prior to Intravasation and Vascular Niche Depletion Observed By Intravital Bone Marrow Two-Photon Microscopy

BACKGROUND: Acute myelogenous leukemia (AML) cells that reside in bone marrow (BM) receive a great deal of protection from the cytotoxic effects of therapeutic agents. In contrast, the circulating leukemia cells are typically more chemosensitive compared to those embedded in BM niches. The BM homing of AML cells is mediated by multiple adhesive and chemokinetic interactions including, respectively, by sialylated glycoproteins on the cancer cells binding to E-selectin on the endothelium and by CXCR4-mediated sensing of SDF-1/CXCL12 gradients. Consequently, both E-selectin and CXCR4 inhibitors have been pursued as targets for add-on therapeutic strategies aimed to "mobilize" AML cells out of the BM. A next generation "mobilizing" agent GMI-1359 combines, in one molecular structure, the E-selectin and CXCR4 inhibitory moieties. In a previous study, GMI-1359 markedly reduced leukemia cell adhesion to endothelial cells, leukemia cellularity in BM (Zhang et al., 2016) and it enhanced the survival of cytarabine/daunorubicin therapy in a FLT3-mutated AML model (Zhang et al., 2015). APPROACH: Here, we used intravital 2-photon microscopy of calvarial BM to study the behavioral response of AML cells to the dual CXCR4 and E-selectin inhibition (GMI-1359) in vivo. We used a mTurquoise2 fluorescence-tagged transplantable mouse AML model (characterized by MLL, ENL-FLT3, ITD, p53-/-). To delineate the bone and vascular niches, the syngeneic immune-competent recipient mice harbored cell lineage fluorescence reporter genes such as Col2.3-GFP, hCD2-DsRed and CD11c-EYFP with the bone collagen and blood highlighted by, respectively, second harmonic generation (SHG) and fluorescent dextran. Intravenously infused AML cells (5x10E4) homed to BM where they gradually displaced most endogenous cells. In this experimental system, GMI-1359 or vehicle were infused into the tail vein while recording AML cell motilities in calvarial BM stroma in 3-D over 4 hours. RESULTS: In untreated or control vehicle treated mice, AML cells were slowly motile, migrating with the average velocity of ~2 µm/min. Cellular trajectories were random within the average 400 µm confinement radius corresponding to the size of BM cavities. Most AML cells localized in the vascular niche, defined as within a 50 µm distance to the nearest blood vessel. A minority of AML cells were also present in the proximity to osteoblasts and the bone (i.e. in the bone niche). In contrast, GMI-1359 infusion resulted in a 66% increase of the average speed of cellular motility of AML cells within 20 min and up to 100% increase within 3.5 hours. The motility pattern remained largely random within the bone cavity confinement volume and was concentrated in the vicinity of vasculature. Thereafter, we observed multiple instances of AML cell intravasation into the capillary lumens followed by several minute-long vessel wall attachment and sudden outflow. This cellular dynamics resulted in a substantial, yet structurally biased decrease of BM AML cellularity whereby the vascular niche was emptied preferentially whilst the bone niche remained populated by AML cells. In no case we observed a complete BM depletion of AML cells. Interestingly, as we reported before, a single, CXCR4-only inhibitor caused a protracted (24-48 h) depletion of AML cells in BM without significant cellular motility enhancement. CONCLUSIONS: Our observations reveal an unexpected mechanism of action by a dual E-selectin/CXCR4 inhibitor involving cellular migratory motility enhancement in BM stroma prior to AML cell intravasation. We envisage that, besides the designed blocking of E-selectin and CXCR4 molecules from binding their corresponding ligands, the dual moiety GMI-1359 agent has a capacity to generate motility-enhancing signals in AML cells that single inhibitors do not seem to trigger. Among several mechanisms possible, this action could involve E-selectin and CXCR4 crosslinking by a dual moiety molecular structure or binding avidity enhancement, requiring further investigation. In addition, our results highlight a likely mechanism of AML resistance to therapeutic "mobilization", one that involves cancer cell persistence in the bone/osteoblastic niches. Disclosures Zal: Daiichi-Sankyo: Research Funding; Moleculin Biotech, Inc.: Research Funding. Fogler:GlycoMimetics: Current Employment, Current equity holder in publicly-traded company, Patents & Royalties. Magnani:GlycoMimetics, Inc.: Current Employment, Current equity holder in publicly-traded company, Membership on an entity's Board of Directors or advisory committees, Patents & Royalties. Andreeff:Daiichi-Sankyo; Jazz Pharmaceuticals; Celgene; Amgen; AstraZeneca; 6 Dimensions Capital: Consultancy; Daiichi-Sankyo; Breast Cancer Research Foundation; CPRIT; NIH/NCI; Amgen; AstraZeneca: Research Funding; Amgen: Research Funding; Centre for Drug Research & Development; Cancer UK; NCI-CTEP; German Research Council; Leukemia Lymphoma Foundation (LLS); NCI-RDCRN (Rare Disease Clin Network); CLL Founcdation; BioLineRx; SentiBio; Aptose Biosciences, Inc: Membership on an entity's Board of Directors or advisory committees.

Systematic use of synthetic 5'-UTR RNA structures to tune protein translation improves yield and quality of complex proteins in mammalian cell factories.

Predictably regulating protein expression levels to improve recombinant protein production has become an important tool, but is still rarely applied to engineer mammalian cells. We therefore sought to set-up an easy-to-implement toolbox to facilitate fast and reliable regulation of protein expression in mammalian cells by introducing defined RNA hairpins, termed ‘regulation elements (RgE)’, in the 5′-untranslated region (UTR) to impact translation efficiency. RgEs varying in thermodynamic stability, GC-content and position were added to the 5′-UTR of a fluorescent reporter gene. Predictable translation dosage over two orders of magnitude in mammalian cell lines of hamster and human origin was confirmed by flow cytometry. Tuning heavy chain expression of an IgG with the RgEs to various levels eventually resulted in up to 3.5-fold increased titers and fewer IgG aggregates and fragments in CHO cells. Co-expression of a therapeutic Arylsulfatase-A with RgE-tuned levels of the required helper factor SUMF1 demonstrated that the maximum specific sulfatase activity was already attained at lower SUMF1 expression levels, while specific production rates steadily decreased with increasing helper expression. In summary, we show that defined 5′-UTR RNA-structures represent a valid tool to systematically tune protein expression levels in mammalian cells and eventually help to optimize recombinant protein expression.

An intergenic “safe haven” region in Cryptococcus neoformans serotype D genomes

Cryptococcus neoformans is an opportunistic human fungal pathogen and serves as a model organism for studies of eukaryotic microbiology and microbial pathogenesis. C. neoformans species complex is classified into serotype A, serotype D, and AD hybrids, which are currently considered different subspecies. Different serotype strains display varied phenotypes, virulence, and gene regulation. Genetic investigation of important pathways is often performed in both serotype A and D reference strains in order to identify diversification or conservation of the interrogated signaling network. Many genetic tools have been developed for C. neoformans serotype A reference strain H99, including the gene free “safe haven” (SH) regions for DNA integration identified based on genomic features. However, no such a genomic safe haven region has been identified in serotype D strains. Here, capitalizing on the available genomic, transcriptomic, and chromatin data, we identified an intergenic region named as SH3 for the serotype D reference strains JEC21 and XL280. We also designed a sgRNA and a vector facilitating any alien gene integration into SH3 through a CRISPR-Cas9 system. We found that gene inserted in this region complemented the corresponding gene deletion mutant. Fluorescent reporter gene inserted in SH3 can also be expressed efficiently. Insertion in SH3 itself did not alter the expression of adjacent genes and did not affect the growth or mating of C. neoformans. Thus, SH3 provides a resource for genetic manipulations in serotype D strains and will facilitate comparative analyses of gene functions in this species complex. In addition, the incorporation of the multi-omic data in our selection of the safe haven region could help similar studies in other organisms.

CREditing: a tool for gene tuning in Trypanosoma cruzi

The genetic manipulation of Trypanosoma cruzi continues to be a challenge, mainly due to the lack of available and efficient molecular tools. The CRE-lox recombination system is a site-specific recombinase technology, widely used method of achieving conditional targeted deletions, inversions, insertions, gene activation, translocation, and other modifications in chromosomal or episomal DNA. In the present study, the CRE-lox system was adapted to expand the current genetic toolbox for this hard-to-manipulate parasite. For this, evaluations of whether direct protein delivery of CRE recombinase through electroporation could improve CRE-mediated recombination in T. cruzi were performed. CRE recombinase was fused to the C-terminus of T. cruzi histone H2B, which carries the nuclear localization signal and is expressed in the prokaryotic system. The fusion protein was affinity purified and directly introduced into epimastigotes and tissue culture-derived trypomastigotes. This enabled the control of gene expression as demonstrated by turning on a tandem dimer fluorescent protein reporter gene that had been previously transfected into parasites, achieving CRE-mediated recombination in up to 85% of parasites. This system was further tested for its ability to turn off gene expression, remove selectable markers integrated into the genome, and conditionally knock down the nitroreductase gene, which is involved in drug resistance. Additionally, CREditing also enabled the control of gene expression in tissue culture trypomastigotes, which are more difficult to transfect than epimastigotes. The considerable advances in genomic manipulation of T. cruzi shown in this study can be used by others to aid in the greater understanding of this parasite through gain- or loss-of-function approaches.

Prognostic values of GPNMB identified by mining TCGA database and STAD microenvironment.

The survival rate of stomach adenocarcinoma patients with immune and stromal scores and different clinicopathological features obtained from the TCGA datasets was systematically compared. A list of genes that are correlated with stomach adenocarcinoma microenvironment were extracted using the TCGA database to predict the prognosis and survival. In addition, the differentially expressed genes were extracted by comparing the immune and stromal scores of the groups. The protein-protein interaction network, and functional and pathway enrichment analyses of differentially expressed genes were performed. A total of 8 hub genes were selected from the differentially expressed genes to predict the overall survival and disease-free survival rates. GPNMB was selected from the hub genes based on the survival and prognosis analyses. A nomogram was built by including the potential risk factors based on multivariate Cox analysis. Cell function experiments and xenograft tumors were conducted in vivo to further verify the role of GPNMB in tumor progression. The predicted microRNA, miR-30b-3p, might act as upstream negative regulator and binding to 3’ UTR of GPNMB, confirming by fluorescent enzyme reporter gene experiment. In summary, immune-related scores are crucial factors in the malignant progression of stomach adenocarcinoma and GPNMB acts as a potentially useful prognostic factor for stratification and in developing the treatment strategy

Sequence and characterization of shuttle vectors for molecular cloning in Porphyromonas, Bacteroides and related bacteria.

There is a lack of shuttle vectors to be needed for investigations into the genetics of Porphyromonas gingivalis and related species. To better understand the prevalence of candidates for such tools, we have examined multiple strains of black-pigmented anaerobes (clinical and laboratory isolates) for plasmids. As no plasmids were found in P. gingivalis strains, we have used the pYH420 plasmid, derived from P. asaccharolytica, as backbone to construct a shuttle vector in combination with pUC19 from Escherichia coli. Nucleotide sequence determination of the pYH420 plasmid revealed that it contained a gene with similarity to rep from plasmid pTS1 (isolated from Treponema denticola) as well as a homolog of mobA, a member of a gene family found on mobilizable genetic elements found in the genus Bacteroides. We constructed the pG106 and pG108 shuttle vectors using parts of the pUC19 and pYH420 vectors. This resulted in a vector with a multiple cloning site (MCS) in the lacZ gene enabling us to perform blue-white colony selection. The pG106 and pG108 shuttle vectors are electro-transformable into E. coli, P. gingivalis and B. thetaiotaomicron, where they are stable. We demonstrated that these vectors were suitable in these species for applications of molecular cloning including complementation and gene expression studies. Using the pG108 vector, we complement the hcpR mutant strain of P. gingivalis and rescued its -sensitive phenotype. We also performed a gene expression study using the P-glow BS2 fluorescent reporter gene and the ahpC promoter in B. thetaiotaomicron.

Convolutional Neural Networks Can Predict Retinal Differentiation in Retinal Organoids.

We have developed a deep learning-based computer algorithm to recognize and predict retinal differentiation in stem cell-derived organoids based on bright-field imaging. The three-dimensional “organoid” approach for the differentiation of pluripotent stem cells (PSC) into retinal and other neural tissues has become a major in vitro strategy to recapitulate development. We decided to develop a universal, robust, and non-invasive method to assess retinal differentiation that would not require chemical probes or reporter gene expression. We hypothesized that basic-contrast bright-field (BF) images contain sufficient information on tissue specification, and it is possible to extract this data using convolutional neural networks (CNNs). Retina-specific Rx-green fluorescent protein mouse embryonic reporter stem cells have been used for all of the differentiation experiments in this work. The BF images of organoids have been taken on day 5 and fluorescent on day 9. To train the CNN, we utilized a transfer learning approach: ImageNet pre-trained ResNet50v2, VGG19, Xception, and DenseNet121 CNNs had been trained on labeled BF images of the organoids, divided into two categories (retina and non-retina), based on the fluorescent reporter gene expression. The best-performing classifier with ResNet50v2 architecture showed a receiver operating characteristic-area under the curve score of 0.91 on a test dataset. A comparison of the best-performing CNN with the human-based classifier showed that the CNN algorithm performs better than the expert in predicting organoid fate (84% vs. 67 ± 6% of correct predictions, respectively), confirming our original hypothesis. Overall, we have demonstrated that the computer algorithm can successfully recognize and predict retinal differentiation in organoids before the onset of reporter gene expression. This is the first demonstration of CNN’s ability to classify stem cell-derived tissue in vitro.

Global CNS correction in a large brain model of human alpha-mannosidosis by intravascular gene therapy

Intravascular injection of certain adeno-associated virus vector serotypes can cross the blood-brain barrier to deliver a gene into the CNS. However, gene distribution has been much more limited within the brains of large animals compared to rodents, rendering this approach suboptimal for treatment of the global brain lesions present in most human neurogenetic diseases. The most commonly used serotype in animal and human studies is 9, which also has the property of being transported via axonal pathways to distal neurons. A small number of other serotypes share this property, three of which were tested intravenously in mice compared to 9. Serotype hu.11 transduced fewer cells in the brain than 9, rh8 was similar to 9, but hu.32 mediated substantially greater transduction than the others throughout the mouse brain. To evaluate the potential for therapeutic application of the hu.32 serotype in a gyrencephalic brain of larger mammals, a hu.32 vector expressing the green fluorescent protein reporter gene was evaluated in the cat. Transduction was widely distributed in the cat brain, including in the cerebral cortex, an important target since mental retardation is an important component of many of the human neurogenetic diseases. The therapeutic potential of a hu.32 serotype vector was evaluated in the cat homologue of the human lysosomal storage disease alpha-mannosidosis, which has globally distributed lysosomal storage lesions in the brain. Treated alpha-mannosidosis cats had reduced severity of neurological signs and extended life spans compared to untreated cats. The extent of therapy was dose dependent and intra-arterial injection was more effective than intravenous delivery. Pre-mortem, non-invasive magnetic resonance spectroscopy and diffusion tensor imaging detected differences between the low and high doses, and showed normalization of grey and white matter imaging parameters at the higher dose. The imaging analysis was corroborated by post-mortem histological analysis, which showed reversal of histopathology throughout the brain with the high dose, intra-arterial treatment. The hu.32 serotype would appear to provide a significant advantage for effective treatment of the gyrencephalic brain by systemic adeno-associated virus delivery in human neurological diseases with widespread brain lesions.

Interactions of bisphenol diglycidyl ethers with estrogen receptors α: Fluorescence polarization, reporter gene, and molecular modeling investigations

Based on human estrogen receptor α ligand binding domain (hERα-LBD) as recognition element, a fluorescence polarization assay was developed for the determination of bisphenol A diglycidyl ether (BADGE), bisphenol F diglycidyl ether (BFDGE), and their derivatives. Fluorescence polarization assay showed that BADGE, BFDGE and their derivatives exhibited dose-dependent binding to the receptor protein. The results of reporter gene assay indicated that all the tested bisphenol diglycidyl ethers show no agonistic activities, but some of them exhibit anti-estrogenic activities toward ERα. All the tested bisphenol diglycidyl ethers fitted into the hydrophobic binding pocket and adopted the conformation that resembled 4-hydroxytamoxifen, a selective antagonist of ERα. Quantitative structure-activity relationship analysis showed that the binding potencies of bisphenol diglycidyl ethers with hERα-LBD might be structure-dependent. This work may provide insight into the in silico screening of ER ligands from unsuspected chemicals.

Downregulating the P2X3 receptor in the carotid body to reduce blood pressure via acoustic gene delivery in canines

The purinergic P2X3 receptor in the carotid body (CB) is considered a new target for treating hypertension, although approaches for targeted regulating P2X3 receptor expression are lacking. Here, we explored the feasibility of targeted P2X3 receptor down-regulation in CBs by localized low-intensity focused ultrasound (LIFU)-mediated gene delivery to reduce the blood pressure. Thirty-two Kunming canines were randomly assigned to the treatment group (n = 14), negative control group (n = 10), LIFU + cationic microbubbles group (n = 4), and LIFU-only group (n = 4). Plasmid-loaded cationic microbubbles were injected and bilateral CBs were irradiated with a LIFU-based transducer. Flow cytometry showed that 33.15% of transfected cells expressed the green fluorescent protein reporter gene. T7 endonuclease I assays showed an insertion-deletion rate of 8.30%. The P2X3 receptor mRNA- and protein-expression levels in CBs decreased by 56.31% and 45.10%, respectively, in the treatment group. Mean systolic (152.5 ± 3.0 vs 138.0 ± 2.9 mm Hg, P = 0.003) and diastolic (97.8 ± 1.5 vs 87.2 ± 2.3 mm Hg, P= 0.002) blood pressures reduced on day 14 in the treatment group, compared with the baseline values, whereas no effects were observed with LIFU treatment or cationic microbubbles injection alone. Canines treated with this strategy exhibited no local or systemic adverse events. Thus, LIFU-mediated gene delivery to CBs successfully modulated CB function and reduced blood pressure in a canine model, suggesting a new possibility for treating hypertension and further clinical translation.

Establishment of a Fosmid Library for Pseudorabies Virus SC Strain and Application in Viral Neuronal Tracing.

Pseudorabies virus (PRV) is a member of Alphaherpesvirinae subfamily, its neurotropism and latency infection attract the attention of many scientists. PRV tagged with a fluorescent reporter gene as a tracker has been used to analyze neuronal circuits, including anterograde and retrograde. In this study, we used fosmid library to construct a rapid and efficient platform to generate recombinant PRV. Firstly, the highly purified PRV ShuangCheng (SC) genomic DNA was sheared randomly into approximately 30–49-kb DNA fragments. After end-blunting and phosphorylation, the DNA fragments were cloned into the fosmid vector and transformed into Escherichia coli. A total of 200 fosmids that cover the complete genome of PRV SC was sequenced. Thirteen fosmid combinations in five groups were transfected into Vero cells, respectively, and each group can successfully rescue PRV strain SC. There was no significant difference between wild type and recombinant in both morphology and growth kinetics. In the next step, an enhanced green fluorescent protein (EGFP) was fused into the amino-terminal of UL36 protein by Red/ET recombination technology, and recombinant rPRV SC-UL36-EGFP was rescued successfully. At last, the single viral particles with green fluorescent were monitored retrograde moving in the axon with an average velocity of 0.71 ± 0.43 μm/s at 0.5–2 h post infection (hpi) and anterograde moving with an average velocity of 0.75 ± 0.49 μm/s at eight hpi. Integration of fosmid library and Red/ET recombination technology in our work was highly efficient and stable for constructing PRV recombinants. This study will accelerate understanding the biology of PRV and the development of novel vaccines.

Production of Recombinant African Swine Fever Viruses: Speeding Up the Process.

African swine fever (ASF) is a devastating disease in pigs, with no vaccines for control. The genetic manipulation of African swine fever virus (ASFV) is often tedious and time consuming. Here, we describe a method to manipulate the virus genome to produce gene deletion viruses in a much-reduced time. This method combines the conventional homologous recombination with fluorescent-activated cells sorting (FACS), to isolate and purify viruses expressing fluorescent reporter genes. With three rounds of single cell isolation via FACS and two rounds of limiting dilution, we deleted two additional genes, EP153R and EP402R, from Benin 97/1 ASFV lacking the DP148R gene. By combining different fluorescent markers, this method has the potential to greatly facilitate studies on understanding ASFV gene functions and develop candidate live-attenuated vaccines.