Off-target gene silencing can present a notable challenge in the interpretation of data from large-scale RNA interference (RNAi) screens. We performed a detailed analysis of off-targeted genes ...identified by expression profiling of human cells transfected with small interfering RNA (siRNA). Contrary to common assumption, analysis of the subsequent off-target gene database showed that overall identity makes little or no contribution to determining whether the expression of a particular gene will be affected by a given siRNA, except for near-perfect matches. Instead, off-targeting is associated with the presence of one or more perfect 3' untranslated region (UTR) matches with the hexamer or heptamer seed region (positions 2-7 or 2-8) of the antisense strand of the siRNA. These findings have strong implications for future siRNA design and the application of RNAi in high-throughput screening and therapeutic development.
Exposure to environmental chemicals can impair neurodevelopment, and oligodendrocytes may be particularly vulnerable, as their development extends from gestation into adulthood. However, few ...environmental chemicals have been assessed for potential risks to oligodendrocytes. Here, using a high-throughput developmental screen in cultured cells, we identified environmental chemicals in two classes that disrupt oligodendrocyte development through distinct mechanisms. Quaternary compounds, ubiquitous in disinfecting agents and personal care products, were potently and selectively cytotoxic to developing oligodendrocytes, whereas organophosphate flame retardants, commonly found in household items such as furniture and electronics, prematurely arrested oligodendrocyte maturation. Chemicals from each class impaired oligodendrocyte development postnatally in mice and in a human 3D organoid model of prenatal cortical development. Analysis of epidemiological data showed that adverse neurodevelopmental outcomes were associated with childhood exposure to the top organophosphate flame retardant identified by our screen. This work identifies toxicological vulnerabilities for oligodendrocyte development and highlights the need for deeper scrutiny of these compounds' impacts on human health.
Diabetes is a major public health problem due to morbidity and mortality associated with end organ complications. Uptake of fatty acids by Fatty Acid Transport Protein-2 (FATP2) contributes to ...hyperglycemia, diabetic kidney and liver disease pathogenesis. Because FATP2 structure is unknown, a homology model was constructed, validated by AlphaFold2 prediction and site-directed mutagenesis, and then used to conduct a virtual drug discovery screen. In silico similarity searches to two low-micromolar IC50 FATP2 inhibitors, followed by docking and pharmacokinetics predictions, narrowed a diverse 800,000 compound library to 23 hits. These candidates were further evaluated for inhibition of FATP2-dependent fatty acid uptake and apoptosis in cells. Two compounds demonstrated nanomolar IC50, and were further characterized by molecular dynamic simulations. The results highlight the feasibility of combining a homology model with in silico and in vitro screening, to economically identify high affinity inhibitors of FATP2, as potential treatment for diabetes and its complications.
Despite progress in intensification of therapy, outcomes for patients with metastatic osteosarcoma (OS) have not improved in thirty years. We developed a system that enabled preclinical screening of ...compounds against metastatic OS cells in the context of the native lung microenvironment. Using this strategy to screen a library of epigenetically targeted compounds, we identified inhibitors of CDK12 to be most effective, reducing OS cell outgrowth in the lung by more than 90% at submicromolar doses. We found that knockout of CDK12 in an in vivo model of lung metastasis significantly decreased the ability of OS to colonize the lung. CDK12 inhibition led to defects in transcription elongation in a gene length- and expression-dependent manner. These effects were accompanied by defects in RNA processing and altered the expression of genes involved in transcription regulation and the DNA damage response. We further identified OS models that differ in their sensitivity to CDK12 inhibition in the lung and provided evidence that upregulated MYC levels may mediate these differences. Our studies provided a framework for rapid preclinical testing of compounds with antimetastatic activity and highlighted CDK12 as a potential therapeutic target in OS.
The dysregulation of retinoid metabolism has been linked to prevalent ocular diseases including age-related macular degeneration and Stargardt disease. Modulating retinoid metabolism through ...pharmacological approaches holds promise for the treatment of these eye diseases. Cellular retinol-binding protein 1 (CRBP1) is the primary transporter of all-trans-retinol (atROL) in the eye, and its inhibition has recently been shown to protect mouse retinas from light-induced retinal damage. In this report, we employed high-throughput screening to identify new chemical scaffolds for competitive, nonretinoid inhibitors of CRBP1. To understand the mechanisms of interaction between CRBP1 and these inhibitors, we solved high-resolution X-ray crystal structures of the protein in complex with six selected compounds. By combining protein crystallography with hydrogen/deuterium exchange mass spectrometry, we quantified the conformational changes in CRBP1 caused by different inhibitors and correlated their magnitude with apparent binding affinities. Furthermore, using molecular dynamic simulations, we provided evidence for the functional significance of the “closed” conformation of CRBP1 in retaining ligands within the binding pocket. Collectively, our study outlines the molecular foundations for understanding the mechanism of high-affinity interactions between small molecules and CRBPs, offering a framework for the rational design of improved inhibitors for this class of lipid-binding proteins.
A series of new linear π-conjugated oligomers consisting of five conjugated rings based on 2,1,3-benzothiadiazole (BTD) electron-withdrawing group and various combinations of 2,5-thiophene and ...1,4-phenylene electron-donating units with terminal trimethylsilyl groups has been synthesized and characterized. Investigation of their absorption-luminescent properties revealed that all of them possess high photoluminescence (PL) quantum yield and large Stokes shift both in diluted solutions and polymer matrix, while in the solid state their PL efficiency decreases. It was found that the main factor influencing the optical properties of the molecules obtained is the type of aromatic fragment directly attached to the central BTD moiety. Changing the chemical structure of the donor aromatic fragments from 1,1′-biphenyl to 2,2′-bithiophene allows tuning the PL spectral maximum of the luminophores in wide range from 510 to 660 nm. It was shown that the presence of trimethylsilyl groups in these luminophores is responsible for their increased solubility, enhanced molar extinction coefficients and shortening the excited state lifetime without decreasing the PL efficiency.
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•Four new organosilicon luminophores based on benzothiadiazole are synthesized.•They possess high efficiency and large Stokes shift in solution and polymer matrix.•An approach to tune their optical properties in wide spectral range is reported.•The nearest donor fragments have the greatest influence on the spectral properties.•TMS groups accelerate fluorescence, increase solubility and extinction coefficient.
Human uracil DNA-glycosylase (UDG) is the prototypic and first identified DNA glycosylase with a vital role in removing deaminated cytosine and incorporated uracil and 5-fluorouracil (5-FU) from DNA. ...UDG depletion sensitizes cells to high APOBEC3B deaminase and to pemetrexed (PEM) and floxuridine (5-FdU), which are toxic to tumor cells through incorporation of uracil and 5-FU into DNA. To identify small-molecule UDG inhibitors for pre-clinical evaluation, we optimized biochemical screening of a selected diversity collection of >3,000 small-molecules. We found aurintricarboxylic acid (ATA) as an inhibitor of purified UDG at an initial calculated IC50 < 100 nM. Subsequent enzymatic assays confirmed effective ATA inhibition but with an IC50 of 700 nM and showed direct binding to the human UDG with a KD of <700 nM. ATA displays preferential, dose-dependent binding to purified human UDG compared to human 8-oxoguanine DNA glycosylase. ATA did not bind uracil-containing DNA at these concentrations. Yet, combined crystal structure and in silico docking results unveil ATA interactions with the DNA binding channel and uracil-binding pocket in an open, destabilized UDG conformation. Biologically relevant ATA inhibition of UDG was measured in cell lysates from human DLD1 colon cancer cells and in MCF-7 breast cancer cells using a host cell reactivation assay. Collective findings provide proof-of-principle for development of an ATA-based chemotype and “door stopper” strategy targeting inhibitor binding to a destabilized, open pre-catalytic glycosylase conformation that prevents active site closing for functional DNA binding and nucleotide flipping needed to excise altered bases in DNA.
Myelodysplastic syndromes (MDS) ultimately will progress to a higher-risk form or acute myeloid leukemia. This evolution is accompanied by acquisition of genetic hits following ancestral mutations, ...with further subclonal diversification of the clonal architecture. Conceptually, therapeutic approaches targeting ancestral hits have the potential to eradicate MDS at early stages of ontogenesis. Founder SF3B1 mutations are frequent in MDS and therefore represent rational targets for drug development. During our drug discovery efforts we identified an existing drug that selectively inhibits the growth of SF3B1 mutant (SF3B1MT) cells. We consequently examined the effects of known compounds possibly arresting clonal expansion of SF3B1MT MDS cells.
For our studies, we generated CRISPR/Cas9 knock-in human cells stably expressing the recurrent SF3B1 K700E mutation and a chromophore-tagged reporter (mRFP). Because of the high frequency of SF3B1 mutations and their effects on the splicing of a multitude of genes, we hypothesized that some of the corresponding downstream effects could be effectively targeted. Using luminescent cell viability assays and flow cytometry analysis, we screened a 3,000 compound library for selective sensitivity against isogenic SF3B1MT cells. A subset of this library contained 23 calcium2+ channel blockers (CCBs) of which one specific dihydropirimidine (DHP) showed the highest inhibitory activity against SF3B1MT cells. Several studies point towards a role of calcium signaling in MDS. Proteins active in calcium metabolism (GPR68, calpain, calpastatin) are involved in modulating sensitivity to drugs used in MDS (e.g., lenalidomide). Divalent substrates including Fe2+ may use CCs and it's plausible that our DHP can inhibit iron overload by blocking Fe2+ trafficking through L-type CCs. In this regard, CCBs have been shown to stimulate the activity of adenosine 5'-triphosphate (ATP)-binding cassette (ABC) transporters. Furthermore, it is known that the SF3B1 mutations reduce the expression of the iron transporter ABCB7, leading to increased iron accumulation. All of this led us to further evaluate the effects of DHP in vitro and in vivo. DHP had higher growth inhibitory activity against SF3B1MT cells when tested in vitro using 8 serial concentrations in half-log dilutions for a period of 3 days (20% and 60% growth inhibition at 1 and 3μM). Mixed competitive experiment of K700EmRFP and WTGFP cells treated with increased doses of DHP (1, 3, 5, 10, 20, 50 μM) reduced the competitiveness of K700EmRFP over the time inducing a 3-fold reduction at 50μM. K700EmRFP cells expressed half the amount of ABCB7 mRNA compared to WTGFP cells by RT-PCR. Therapeutic index provided by DHP was determined in vivo. Bone marrow cells of B6. Gt(ROSA)26Sortm1Sor/J (CD45.2) donors were transplanted in pre-lethally irradiated B6.SJL-PtprcaPepcb/BoyJ (CD45.1) recipients. Two weeks after transplantation, average engraftment (measured as percentage of CD45.2(+) donor cells) was 96% ± 0.02. DHP (10 mg/Kg) was orally administered. No decrease in the proportion of CD45.2(+) donor cells was seen post-treatment compared to pre-treatment (96±0.01 % vs. 96%±0.009). Similarly no change in the proportion of CD45.2(+) donor cells was observed in competitive repopulation experiments when B6. Gt(ROSA)26Sortm1Sor/J cells were mixed 1:1 with transgenic Sf3b1+/K700E cells (40%±0.13 vs. 44%±0.02). In contrast, preliminary experiments showed that DHP had an effect on reducing Sf3b1+/K700E allele burden in two chimeric mice (to 21% and 24%) compared to pre-treatment. DHP is structurally unique in comparison to other DHP-based CCBs; in that it possess a -CH20-CH2CH2NH2 moiety linked directly to the DHP scaffold that may in itself provide opportunities or modes for Fe2+ chelation as well as its L-type CCB activity. Our observations and structural analyses therefore provide impetus to explore this feature to possibly improve the drug's efficacy.
In sum, we have demonstrated that the clonal growth of cells carrying SF3B1 mutations might be suppressed using the known L-type CCB DHP. This might represent a novel modulator of ATPase activity of ABC transporters in SF3B1MT expressing low ABCB7 levels.
Sekeres:Syros: Membership on an entity's Board of Directors or advisory committees; Millenium: Membership on an entity's Board of Directors or advisory committees; Celgene: Membership on an entity's Board of Directors or advisory committees. Maciejewski:Alexion: Consultancy; Novartis: Consultancy.
Proteasomes degrade intracellular proteins to generate antigenic peptides that are recognized by the adaptive immune system and promote anticancer immunity. However, tumors subvert the antigen ...presentation machinery to escape immunosurveillance. We hypothesized that proteasome activation could concomitantly increase antigen abundance and diversity in multiple myeloma (MM) cells. High-throughput screens revealed that histone deacetylase 6 (HDAC6) inhibitors activated proteasomes to unmask neoantigens and amplify the tumor-specific antigenic landscape. Treatment of patient CD138+ cells with HDAC6 inhibitors significantly promoted the anti-myeloma activity of autologous CD8+ T-cells. Pharmacologic blockade and genetic ablation of the HDAC6 ubiquitin-binding domain released HR23B, which shuttles ubiquitinylated cargo to proteasomes, while silencing HDAC6 or HR23B in MM cells abolished the effect of HDAC6 inhibitors on proteasomes, antigen presentation and T-cell cytotoxicity. Taken together, our results demonstrate the paradigm-shifting translational impact of proteasome activators to expand the myeloma immunopeptidome and have revealed novel, actionable antigenic targets for T-cell-directed immunotherapy.
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