Two-step Screen Research Articles

TMOD-29. BETA INTEGRINS REGULATE MITOCHONDRIALLY-MEDIATED CELL MIGRATION IN H3K27M-DIFFUSE MIDLINE GLIOMA

Abstract Infiltration into the brain tissue is one of the main features of diffuse midline gliomas (DMG), also characterized by the histone mutation H3K27M and overall survival of 12-15 months from diagnosis. To study which genes are critical for H3K27M-DMG tumor cell migration in the brain, we established a novel two-step pooled whole genome CRISPR-Migration screen of metastatic H3K27M-DMG (n=3) and glioblastoma (GBM, n=2) stem cells by using serum-free conditions and laminin-dependent cell attachment, mimicking cell migration on brain vasculature scaffolds. Genes involved in focal adhesion (ITGB1, CRKL, PARVA, PTK2, FERMT2) were identified as significantly restricting migration in all H3K27M-DMG lines. From those, only knockout of ITGB1 (ITGB1-KO) fully ablated in vitro migration in all models. In human tumor RNAseq, expression of ITGB1 correlated with higher glioma grade and worse survival specifically in H3K27M-DMG across pediatric brain tumors. In H3K27M-DMG scRNAseq, increased ITGB1 expression was found in cells with OPC-like/Mesenchymal cell signature associated with leading edge and microvasculature. Unexpectedly, ITGB1-KO led to the decreased expression of multiple mitochondrial NADH dehydrogenase genes, and reduced levels of glycolysis and oxidative phosphorylation (OXPHOS) activity. Preliminary mechanistic data linked this phenotype to increased mitochondrial fusion. Genetic (ITGB1-KO) and pharmacologic (anti-ITGB1 antibody AIIB2, CNS delivered) targeting of ITGB1 in a novel orthotopic model of metastatic H3K27M-DMG (UMPED83) led to reduced proliferation and significant extension of survival (p=0.0003 ITGB1-KO, and p=0.0006 AIIB2). Interestingly, ITGB1-KO in another orthotopic H3K27M-DMG model (SVZ) led to upregulation of other integrins (ITGB3 and ITGB5) without change in survival, resulting in susceptibility to treatment with the ITGB3/5 inhibitor Cilengitide (p=0.006). Treatment with AIIB2 and Cilengitide alone or in combination was ineffective in an H3WT adult GBM orthotopic model suggesting unique H3K27M-DMG targetability. In summary, targeting of integrin pathways offers untapped therapeutic opportunities in H3K27M-DMG by impairing tumor cell survival through altered mitochondrial dynamics.

HGG-52. MULTI-INTEGRIN TARGETING EFFECTIVELY SUPPRESSES DIFFUSE MIDLINE GLIOMA MIGRATION

Abstract Diffuse midline gliomas (DMGs) are aggressive tumors characterized by infiltration into normal midline brain tissue, hindering surgical resection and contributing to overall morbidity and mortality. We established a novel two-step pooled whole genome CRISPR-Migration screen by using serum-free conditions and laminin-dependent cell attachment, mimicking cell migration on brain vasculature scaffolds, a common feature in glioblastoma (GBM). Comparing DMG and GBM primary cell lines (n=5), genes involved in focal adhesion (ITGB1, CRKL, PARVA, PTK2, FERMT2) were identified as significantly restricting migration in all cell lines. Multi-institutional transcriptomic data revealed an association of expression of these focal adhesion genes with survival primarily in K27M-DMG and pediatric high-grade glioma compared to lower-grade brain tumors, and ITGB1 expression increased with glioma grade. Single-cell RNA-seq and spatial transcriptomic data demonstrated higher expression of ITGB1 in OPC-like/Mesenchymal cells associated with leading edge and microvasculature in both K27M-DMG and GBM tumors. Unexpectedly, knockout of ITGB1 (ITGB1-KO), primarily responsible for cell adhesion to laminin, led to the decreased expression of multiple mitochondrial NADH dehydrogenase genes, and reduced levels of glycolysis and oxidative phosphorylation (OXPHOS) activity. Preliminary mechanistic data linked this phenotype to impaired mitochondrial fusion. Orthotopic implantation of control and ITGB1-KO models of H3K27M-DMG and adult GBM in mouse brains revealed two distinct phenotypes: (1) ITGB1-KO reducing proliferation and significantly increasing survival; and (2) ITGB1-KO leading to upregulation of ITGB3 and ITGB5 in vivo without impacting survival. Cilengitide (αvβ3 and αvβ5 inhibitor) ablated migration of all ITGB1-KO models on vitronectin (secreted by pericytes surrounding blood vessels) in vitro. Ongoing combinatorial therapy with an experimental anti-Integrin Beta 1 antibody (AIIB2, CNS delivered) and Cilengitide is underway with promising early results. In summary, multi-integrin inhibition provides a feasible avenue to curb glioma spread in the brain through impaired focal adhesion as well as blunting mitochondrial glucose metabolism.

TMET-01. THERAPEUTIC TARGETING OF CROSSTALK BETWEEN MITOCHONDRIAL FITNESS AND CELL ADHESION/MIGRATION IN DIFFUSE MIDLINE GLIOMA (DMG)

Abstract Diffuse midline gliomas (DMGs) are aggressive tumors characterized by infiltration into normal midline brain tissue, hindering surgical resection and contributing to overall morbidity and mortality. To study which genes are driving this invasive phenotype, we established a novel two-step pooled whole genome CRISPR-Migration screen for DMG primary cell cultures (n = 3) derived from patients. After selecting for genes critical for cell survival, each cell line was seeded in the upper chamber of a transwell assay optimized for DMG cells to promote complete serum-free cell attachment and migration through laminin, one of the major components of the blood vessels basement membrane. Following sgRNA library sequencing of low and high-migratory populations, we found a strong positive correlation with genes directly involved in the focal adhesion machinery (ITGB1, CRKL, RAPGEF1, PARVA, PTK2, FERMT2). Stable CRISPR knockout of these genes validated significant reduction in adhesion/migration, without affecting proliferation. Interestingly, we also identified in the screen genes controlling different aspects of mitochondrial function (NDUFAF6, PITRM1, MINOS1, MICU3, LIPT1, MRPL38), especially affecting outer-inner mitochondrial membrane integrity. This finding is in line with the higher sensitivity of multiple DMG cell cultures to Bcl-2 family inhibitors, readily prompting apoptosis in combination with sub-lethal doses of various drugs. Agents that specifically modulate mitochondrial oxidative phosphorylation (OXPHOS) (Rotenone, Oligomycin A, Antimycin A) reduced DMG cell migration without affecting proliferation. Surprisingly, silencing of ITGB1 and CRKL led to a marked decrease in glycolysis and OXPHOS levels, again without any changes in proliferation. Additionally, silencing of ITGB1 (primarily responsible for cell adhesion to laminin) led to the decreased expression (RNA) of multiple mitochondrial NADH dehydrogenases, pointing to an intricate bi-directional mechanism connecting mitochondrial fitness to DMG cell migration. Studies are underway to validate these findings in vivo and to determine an optimal therapeutic disruption of this critical DMG malignant phenotype.

In vivo screening unveils pervasive RNA-binding protein dependencies in leukemic stem cells and identifies ELAVL1 as a therapeutic target.

Acute myeloid leukemia (AML) is fueled by leukemic stem cells (LSCs) whose determinants are challenging to discern from hematopoietic stem cells (HSCs) or uncover by approaches focused on general cell properties. We have identified a set of RNA binding proteins (RBPs) selectively enriched in human AML LSCs. Using an in vivo two-step CRISPR-Cas9 screen to assay stem cell functionality, we found 32 RBPs essential for LSCs in MLL-AF9;NrasG12D AML. Loss-of-function approaches targeting key hit RBP ELAVL1 compromised LSC-driven in vivo leukemic reconstitution and selectively depleted primitive malignant vs. healthy cells. Integrative multiomics revealed differentiation, splicing and mitochondrial metabolism as key features defining the leukemic ELAVL1-mRNA interactome with mitochondrial import protein, TOMM34 being a direct ELAVL1-stabilized target whose repression impairs AML propagation. Altogether, using a stem cell-adapted in vivo CRISPR screen, this work demonstrates pervasive reliance on RBPs as regulators of LSCs and highlights their potential as therapeutic targets in AML.

Tuning Thermoelectric Conversion Performance of BiSbTe/Epoxy Flexible Films with Dot Magnetic Arrays.

Embedding of magnetic functional units into the thermoelectric (TE) materials has been demonstrated to be an effective way to enhance the TE conversion performance. However, the magnetic functional units in TE materials are all randomly distributed. In this paper, to explore the effect of the ordering of the magnetic functional units on TE conversion performance, a series of BiSbTe/epoxy flexible thermoelectromagnetic (TEM) films with dot magnetic arrays were successfully prepared by a two-step screen printing combined with a hot pressing process. TEM films with dot magnetic arrays can achieve high carrier mobility, while the carrier concentration increases due to large coercivity. Therefore, its electrical conductivities are significantly improved on the condition that it maintains a high Seebeck coefficient. The TEM film with hexagonal-dot magnetic arrays exhibits the best electrical transport properties, for which the room-temperature power factor reaches 1.51 mW·m-1·K-2, increased by 33.6 and 36.1% as compared with those of the pristine TE film and the TEM film with a continuous magnetic layer, respectively. This work provides a new way to enhance the TE conversion performance of flexible TEM films through the ordered magnetic arrays.

Respiratory Syncytial Virus Two-Step Infection Screen Reveals Inhibitors of Early and Late Life Cycle Stages.

Human respiratory syncytial virus (hRSV) infection is a leading cause of severe respiratory tract infections. Effective, directly acting antivirals against hRSV are not available. We aimed to discover new and chemically diverse candidates to enrich the hRSV drug development pipeline. We used a two-step screen that interrogates compound efficacy after primary infection and a consecutive virus passaging. We resynthesized selected hit molecules and profiled their activities with hRSV lentiviral pseudotype cell entry, replicon, and time-of-addition assays. The breadth of antiviral activity was tested against recent RSV clinical strains and human coronavirus (hCoV-229E), and in pseudotype-based entry assays with non-RSV viruses. Screening 6,048 molecules, we identified 23 primary candidates, of which 13 preferentially scored in the first and 10 in the second rounds of infection, respectively. Two of these molecules inhibited hRSV cell entry and selected for F protein resistance within the fusion peptide. One molecule inhibited transcription/replication in hRSV replicon assays, did not select for phenotypic hRSV resistance and was active against non-hRSV viruses, including hCoV-229E. One compound, identified in the second round of infection, did not measurably inhibit hRSV cell entry or replication/transcription. It selected for two coding mutations in the G protein and was highly active in differentiated BCi-NS1.1 lung cells. In conclusion, we identified four new hRSV inhibitor candidates with different modes of action. Our findings build an interesting platform for medicinal chemistry-guided derivatization approaches followed by deeper phenotypical characterization in vitro and in vivo with the aim of developing highly potent hRSV drugs.

Two-step functional screen on multiple proteinaceous substrates reveals temperature-robust proteases with a broad-substrate range

To support the bio-based industry in development of environment-friendly processes and products, an optimal toolbox of biocatalysts is key. Although functional screen of (meta)genomic libraries may potentially contribute to identifying new enzymes, the discovery of new enzymes meeting industry compliance demands is still challenging. This is particularly noticeable in the case of proteases, for which the reports of metagenome-derived proteases with industrial applicability are surprisingly limited. Indeed, proteolytic clones have been typically assessed by its sole activity on casein or skim milk and limited to mild screening conditions. Here, we demonstrate the use of six industry-relevant animal and plant by-products, namely bone, feather, blood meals, gelatin, gluten, and zein, as complementary substrates in functional screens and show the utility of temperature as a screening parameter to potentially discover new broad-substrate range and robust proteases for the biorefinery industry. By targeting 340,000 clones from two libraries of pooled isolates of mesophilic and thermophilic marine bacteria and two libraries of microbial communities inhabiting marine environments, we identified proteases in four of eleven selected clones that showed activity against all substrates herein tested after prolonged incubation at 55 °C. Following sequencing, in silico analysis and recombinant expression in Escherichia coli, one functional protease, 58% identical at sequence level to previously reported homologs, was found to readily hydrolyze highly insoluble zein at temperatures up to 50 °C and pH 9–11. It is derived from a bacterial group whose ability to degrade zein was unknown. This study reports a two-step screen resulting in identification of a new marine metagenome-derived protease with zein-hydrolytic properties at common biomass processing temperatures that could be useful for the modern biorefinery industry.Key points• A two-step multi-substrate strategy for discovery of robust proteases.• Feasible approach for shortening enzyme optimization to industrial demands.• A new temperature-tolerant protease efficiently hydrolyzes insoluble zein.

Discovery of new non-pyrimidine scaffolds as Plasmodium falciparum DHFR inhibitors by fragment-based screening

In various malaria-endemic regions, the appearance of resistance has precluded the use of pyrimidine-based antifolate drugs. Here, a three-step fragment screening was used to identify new non-pyrimidine Plasmodium falciparum dihydrofolate reductase (PfDHFR) inhibitors. Starting from a 1163-fragment commercial library, a two-step differential scanning fluorimetry screen identified 75 primary fragment hits. Subsequent enzyme inhibition assay identified 11 fragments displaying IC50 in the 28-695 μM range and selectivity for PfDHFR. In addition to the known pyrimidine, three new anti-PfDHFR chemotypes were identified. Fragments from each chemotype were successfully co-crystallized with PfDHFR, revealing a binding in the active site, in the vicinity of catalytic residues, which was confirmed by molecular docking on all fragment hits. Finally, comparison with similar non-hit fragments provides preliminary input on available growth vectors for future drug development.

Identification of Potent and Safe Antiviral Therapeutic Candidates Against SARS-CoV-2.

COVID-19 pandemic has infected millions of people with mortality exceeding >1 million. There is an urgent need to find therapeutic agents that can help clear the virus to prevent severe disease and death. Identifying effective and safer drugs can provide more options to treat COVID-19 infections either alone or in combination. Here, we performed a high throughput screening of approximately 1,700 US FDA-approved compounds to identify novel therapeutic agents that can effectively inhibit replication of coronaviruses including SARS-CoV-2. Our two-step screen first used a human coronavirus strain OC43 to identify compounds with anti-coronaviral activities. The effective compounds were then screened for their effectiveness in inhibiting SARS-CoV-2. These screens have identified 20 anti-SARS-CoV-2 drugs including previously reported compounds such as hydroxychloroquine, amlodipine besylate, arbidol hydrochloride, tilorone 2HCl, dronedarone hydrochloride, mefloquine, and thioridazine hydrochloride. Five of the newly identified drugs had a safety index (cytotoxic/effective concentration) of >600, indicating a wide therapeutic window compared to hydroxychloroquine which had a safety index of 22 in similar experiments. Mechanistically, five of the effective compounds (fendiline HCl, monensin sodium salt, vortioxetine, sertraline HCl, and salifungin) were found to block SARS-CoV-2 S protein-mediated cell fusion. These FDA-approved compounds can provide much needed therapeutic options that we urgently need during the midst of the pandemic.

Creating Red Light-Switchable Protein Dimerization Systems as Genetically Encoded Actuators with High Specificity.

Protein dimerization systems controlled by red light with increased tissue penetration depth are a highly needed tool for clinical applications such as cell and gene therapies. However, mammalian applications of existing red light-induced dimerization systems are hampered by limitations of their two components: a photosensory protein (or photoreceptor) which often requires a mammalian exogenous chromophore and a naturally occurring photoreceptor binding protein typically having a complex structure and nonideal binding properties. Here, we introduce an efficient, generalizable method (COMBINES-LID) for creating highly specific, reversible light-induced heterodimerization systems independent of any existing binders to a photoreceptor. It involves a two-step binder screen (phage display and yeast two-hybrid) of a combinatorial nanobody library to obtain binders that selectively engage a light-activated form of a photoswitchable protein or domain not the dark form. Proof-of-principle was provided by engineering nanobody-based, red light-induced dimerization (nanoReD) systems comprising a truncated bacterial phytochrome sensory module using a mammalian endogenous chromophore, biliverdin, and light-form specific nanobodies. Selected nanoReD systems were biochemically characterized, exhibiting low dark activity and high induction specificity, and further demonstrated for the reversible control of protein translocation and activation of gene expression in mice. Overall, COMBINES-LID opens new opportunities for creating genetically encoded actuators for the optical manipulation of biological processes.

Cutting Edge: The RNA-Binding Protein Ewing Sarcoma Is a Novel Modulator of Lymphotoxin β Receptor Signaling.

Lymphotoxin β receptor (LTβR) signaling is crucial for lymphoid tissue organogenesis and immune homeostasis. To identify novel regulatory mechanisms for signaling, we implemented a two-step screen that uses coexpression analysis of human fibroblasts undergoing LTβR stimulation and affinity-purification mass spectrometry for the LTβR signaling protein TNFR-associated factor 3 (TRAF3). We identify Ewing sarcoma (EWS) protein as a novel LTβR signaling component that associates with TRAF3 but not with TNFR-associated factor 2 (TRAF2). The EWS:TRAF3 complex forms under unligated conditions that are disrupted following activation of the LTβR. We conclude that EWS limits expression of proinflammatory molecules, GM-CSF, and ERK-2, promoting immune homeostasis.

Functional microRNA screen uncovers O-linked N-acetylglucosamine transferase as a host factor modulating hepatitis C virus morphogenesis and infectivity

ObjectiveInfection of human hepatocytes by the hepatitis C virus (HCV) is a multistep process involving both viral and host factors. microRNAs (miRNAs) are small non-coding RNAs that post-transcriptionally regulate gene...

Identification of novel host factors influencing human cytomegalovirus replication using a two-step siRNA screen

As an obligate intracellular parasite, human cytomegalovirus (HCMV) completely relies on host machinery to replicate. Understanding which host factors are required for virus replication contributes to our understanding of virus biology and cell biology, identification of potential targets for antiviral therapy. High-throughput small interfering RNA (siRNA) screens are a powerful approach to identify novel host-virus interactions. Conventional screens often use reporter genes as a proxy for virus replication, rather than measuring production of infectious virus. We developed a two-step siRNA screen that independently measured primary replication and virus production. Screening with a library targeting almost 7000 genes, we identified 37 genes involved in early stages of HCMV replication and 15 genes specifically involved in later aspects, such as late gene expression, assembly and egress. These include factors in ubiquitin-dependent protein degradation pathway, and components of the mediator complex. Furthermore, we showed that the induction of SIN3A, a transcriptional regulator that forms a repressor complex with histone deacetylase 1 and 2, is essential for late gene expression and virus production. This study demonstrates a powerful two-step high throughput approach which identifies key host factors underpinning HCMV replication and informs our understanding of how the virus interacts with its host.

Antisense oligonucleotides correct the familial dysautonomia splicing defect in IKBKAP transgenic mice.

Familial dysautonomia (FD) is a rare inherited neurodegenerative disorder caused by a point mutation in the IKBKAP gene that results in defective splicing of its pre-mRNA. The mutation weakens the 5′ splice site of exon 20, causing this exon to be skipped, thereby introducing a premature termination codon. Though detailed FD pathogenesis mechanisms are not yet clear, correcting the splicing defect in the relevant tissue(s), thus restoring normal expression levels of the full-length IKAP protein, could be therapeutic. Splice-switching antisense oligonucleotides (ASOs) can be effective targeted therapeutics for neurodegenerative diseases, such as nusinersen (Spinraza), an approved drug for spinal muscular atrophy. Using a two-step screen with ASOs targeting IKBKAP exon 20 or the adjoining intronic regions, we identified a lead ASO that fully restored exon 20 splicing in FD patient fibroblasts. We also characterized the corresponding cis-acting regulatory sequences that control exon 20 splicing. When administered into a transgenic FD mouse model, the lead ASO promoted expression of full-length human IKBKAP mRNA and IKAP protein levels in several tissues tested, including the central nervous system. These findings provide insights into the mechanisms of IKBKAP exon 20 recognition, and pre-clinical proof of concept for an ASO-based targeted therapy for FD.

Discovery of novel, orally bioavailable, antileishmanial compounds using phenotypic screening.

Leishmaniasis is a parasitic infection that afflicts approximately 12 million people worldwide. There are several limitations to the approved drug therapies for leishmaniasis, including moderate to severe toxicity, growing drug resistance, and the need for extended dosing. Moreover, miltefosine is currently the only orally available drug therapy for this infection. We addressed the pressing need for new therapies by pursuing a two-step phenotypic screen to discover novel, potent, and orally bioavailable antileishmanials. First, we conducted a high-throughput screen (HTS) of roughly 600,000 small molecules for growth inhibition against the promastigote form of the parasite life cycle using the nucleic acid binding dye SYBR Green I. This screen identified approximately 2,700 compounds that inhibited growth by over 65% at a single point concentration of 10 μM. We next used this 2700 compound focused library to identify compounds that were highly potent against the disease-causing intra-macrophage amastigote form and exhibited limited toxicity toward the host macrophages. This two-step screening strategy uncovered nine unique chemical scaffolds within our collection, including two previously described antileishmanials. We further profiled two of the novel compounds for in vitro absorption, distribution, metabolism, excretion, and in vivo pharmacokinetics. Both compounds proved orally bioavailable, affording plasma exposures above the half-maximal effective concentration (EC50) concentration for at least 12 hours. Both compounds were efficacious when administered orally in a murine model of cutaneous leishmaniasis. One of the two compounds exerted potent activity against trypanosomes, which are kinetoplastid parasites related to Leishmania species. Therefore, this compound could help control multiple parasitic diseases. The promising pharmacokinetic profile and significant in vivo efficacy observed from our HTS hits highlight the utility of our two-step phenotypic screening strategy and strongly suggest that medicinal chemistry optimization of these newly identified scaffolds will lead to promising candidates for an orally available anti-parasitic drug.

Buffer and additive thermofluor screening of wild type human interferon gamma and mutant proteins

Human interferon gamma (hIFNγ) plays a key role in the immune system and therefore this cytokine has many current and future therapeutic applications. hIFNγ is well known with its aggregation propensity and despite its clinical use, there is not much data about the stabilization of hIFNγ preparations. Nowadays, substantial evidence indicates that the pathogenesis of many autoimmune diseases is related to overproduction of hIFNγ. In this regard we have developed inactive hIFNγ analogues to act as receptor antagonists of the endogenous hIFNγ. Since they show even higher tendency for aggregation than the wild type protein, we designed two-step thermofluor screen of 61 buffer conditions to identify the best storage solution for all investigated proteins to be used in the form of research samples or biopharmaceuticals. Tris buffer pH 8.0 supplemented with NaCl and trehalose/betaine/glycerol as additives showed to be the most appropriate choice ensuring high solubility and thermal stability of both hIFNγ and its mutants.

Obstetric Care Consensus No. 5: Severe Maternal Morbidity: Screening and Review.

This document builds upon recommendations from peer organizations and outlines a process for identifying maternal cases that should be reviewed. Severe maternal morbidity is associated with a high rate of preventability, similar to that of maternal mortality. It also can be considered a near miss for maternal mortality because without identification and treatment, in some cases, these conditions would lead to maternal death. Identifying severe morbidity is, therefore, important for preventing such injuries that lead to mortality and for highlighting opportunities to avoid repeat injuries. The two-step screen and review process described in this document is intended to efficiently detect severe maternal morbidity in women and to ensure that each case undergoes a review to determine whether there were opportunities for improvement in care. Like cases of maternal mortality, cases of severe maternal morbidity merit quality review. In the absence of consensus on a comprehensive list of conditions that represent severe maternal morbidity, institutions and systems should either adopt an existing screening criteria or create their own list of outcomes that merit review.

Severe maternal morbidity: screening and review

This document builds upon recommendations from peer organizations and outlines a process for identifying maternal cases that should be reviewed. Severe maternal morbidity is associated with a high rate of preventability, similar to that of maternal mortality. It also can be considered a near miss for maternal mortality because without identification and treatment, in some cases, these conditions would lead to maternal death. Identifying severe morbidity is, therefore, important for preventing such injuries that lead to mortality and for highlighting opportunities to avoid repeat injuries. The two-step screen and review process described in this document is intended to efficiently detect severe maternal morbidity in women and to ensure that each case undergoes a review to determine whether there were opportunities for improvement in care. Like cases of maternal mortality, cases of severe maternal morbidity merit quality review. In the absence of consensus on a comprehensive list of conditions that represent severe maternal morbidity, institutions and systems should either adopt an existing screening criteria or create their own list of outcomes that merit review.

Two-Step Forward Genetic Screen in Mice Identifies Ral GTPase-Activating Proteins as Suppressors of Hepatocellular Carcinoma

High-throughput sequencing technologies have identified thousands of infrequently mutated genes in hepatocellular carcinomas (HCCs). However, high intratumor and intertumor heterogeneity, combined with large numbers of passenger mutations, have made it difficult to identify driver mutations that contribute to the development of HCC. We combined transposon mutagenesis with a high-throughput screen of a small-hairpin RNA (shRNA) library to identify genes and pathways that contribute to HCC development. Sleeping beauty transposons were mobilized in livers of transgenic mice predisposed to develop hepatocellular adenoma and HCC owing to expression of the hepatitis B virus surface antigen. This whole-genome mutagenesis technique was used to generate an unbiased catalogue of candidate cancer genes (CCGs). Pooled shRNA libraries targeting 250 selected CCGs then were introduced into immortalized mouse liver cells and the cells were monitored for their tumor-forming ability after injection into nude mice. Transposon-mediated mutagenesis identified 1917 high-confident CCGs and highlighted the importance of Ras signaling in the development of HCC. Subsequent pooled shRNA library screening of 250 selected CCGs validated 27 HCC tumor-suppressor genes. Individual shRNA knockdown of 4 of these genes (Acaa2, Hbs1l, Ralgapa2, and Ubr2) increased the proliferation of multiple human HCC cell lines in culture and accelerated the formation of xenograft tumors in nude mice. The ability of Ralgapa2 to promote HCC cell proliferation and tumor formation required its inhibition of Rala and Ralb. Dual inhibition of Ras signaling via Ral and Raf, using a combination of small-molecule inhibitor RBC8 and sorafenib, reduced the proliferation of HCC cells in culture and completely inhibited their growth as xenograft tumors in nude mice. In a 2-step forward genetic screen in mice, we identified members of the Ral guanosine triphosphatase-activating protein pathway and other proteins as suppressors of HCC cell proliferation and tumor growth. These proteins might serve as therapeutic targets for liver cancer.

Directed evolution of a fungal β-glucosidase in Saccharomyces cerevisiae.

Backgroundβ-glucosidases (BGLs) catalyze the hydrolysis of soluble cellodextrins to glucose and are a critical component of cellulase systems. In order to engineer Saccharomyces cerevisiae for the production of ethanol from cellulosic biomass, a BGL tailored to industrial bioconversions is needed.ResultsWe applied a directed evolution strategy to a glycosyl hydrolase family 3 (GH3) BGL from Aspergillus niger (BGL1) by expressing a library of mutated bgl1 genes in S. cerevisiae and used a two-step functional screen to identify improved enzymes. Twelve BGL variants that supported growth of S. cerevisiae on cellobiose and showed increased activity on the synthetic substrate p-nitrophenyl-β-D-glucopyranoside were identified and characterized. By performing kinetic experiments, we found that a Tyr → Cys substitution at position 305 of BGL1 dramatically reduced transglycosidation activity that causes inhibition of the hydrolytic reaction at high substrate concentrations. Targeted mutagenesis demonstrated that the position 305 residue is critical in GH3 BGLs and likely determines the extent to which transglycosidation reactions occur. We also found that a substitution at Gln140 reduced the inhibitory effect of glucose and could be combined with the Y305C substitution to produce a BGL with decreased sensitivity to both the product and substrate. Using the crystal structure of a GH3 BGL from A. aculeatus, we mapped a group of beneficial mutations to the β/α domain of the molecule and postulate that this region modulates activity through subunit interactions. Six BGL variants were identified with substitutions in the MFα pre-sequence that was used to mediate secretion of the protein. Substitutions at Pro21 or Val22 of the MFα pre-sequence could produce up to a twofold increase in supernatant hydrolase activity and provides evidence that expression and/or secretion was an additional factor limiting hydrolytic activity.ConclusionsUsing directed evolution on BGL1, we identified a key residue that controls hydrolytic and transglycosidation reactions in GH3 BGLs. We also found that several beneficial mutations could be combined and increased the hydrolytic activity for both synthetic and natural substrates.Electronic supplementary materialThe online version of this article (doi:10.1186/s13068-016-0470-9) contains supplementary material, which is available to authorized users.