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1.
Proc Natl Acad Sci U S A ; 120(1): e2217732120, 2023 01 03.
Article in English | MEDLINE | ID: mdl-36574686

ABSTRACT

The drug praziquantel (PZQ) is the key clinical therapy for treating schistosomiasis and other infections caused by parasitic flatworms. A schistosome target for PZQ was recently identified- a transient receptor potential ion channel in the melastatin subfamily (TRPMPZQ)-however, little is known about the properties of TRPMPZQ in other parasitic flatworms. Here, TRPMPZQ orthologs were scrutinized from all currently available parasitic flatworm genomes. TRPMPZQ is present in all parasitic flatworms, and the consensus PZQ binding site was well conserved. Functional profiling of trematode, cestode, and a free-living flatworm TRPMPZQ ortholog revealed differing sensitives (~300-fold) of these TRPMPZQ channels toward PZQ, which matched the varied sensitivities of these different flatworms to PZQ. Three loci of variation were defined across the parasitic flatworm TRPMPZQ pocketome with the identity of an acidic residue in the TRP domain acting as a gatekeeper residue impacting PZQ residency within the TRPMPZQ ligand binding pocket. In trematodes and cyclophyllidean cestodes, which display high sensitivity to PZQ, this TRP domain residue is an aspartic acid which is permissive for potent activation by PZQ. However, the presence of a glutamic acid residue found in other parasitic and free-living flatworm TRPMPZQ was associated with lower sensitivity to PZQ. The definition of these different binding pocket architectures explains why PZQ shows high therapeutic effectiveness against specific fluke and tapeworm infections and will help the development of better tailored therapies toward other parasitic infections of humans, livestock, and fish.


Subject(s)
Cestoda , Platyhelminths , TRPM Cation Channels , Trematoda , Animals , Praziquantel/pharmacology , Schistosoma , TRPM Cation Channels/metabolism
2.
J Biol Chem ; 300(1): 105528, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38043794

ABSTRACT

Parasitic flatworms cause various clinical and veterinary infections that impart a huge burden worldwide. The most clinically impactful infection is schistosomiasis, a neglected tropical disease caused by parasitic blood flukes. Schistosomiasis is treated with praziquantel (PZQ), an old drug introduced over 40 years ago. New drugs are urgently needed, as while PZQ is broadly effective it suffers from several limitations including poor efficacy against juvenile worms, which may prevent it from being completely curative. An old compound that retains efficacy against juvenile worms is the benzodiazepine meclonazepam (MCLZ). However, host side effects caused by benzodiazepines preclude development of MCLZ as a drug and MCLZ lacks an identified parasite target to catalyze rational drug design for engineering out human host activity. Here, we identify a transient receptor potential ion channel of the melastatin subfamily, named TRPMMCLZ, as a parasite target of MCLZ. MCLZ potently activates Schistosoma mansoni TRPMMCLZ through engagement of a binding pocket within the voltage-sensor-like domain of the ion channel to cause worm paralysis, tissue depolarization, and surface damage. TRPMMCLZ reproduces all known features of MCLZ action on schistosomes, including a lower activity versus Schistosoma japonicum, which is explained by a polymorphism within this voltage-sensor-like domain-binding pocket. TRPMMCLZ is distinct from the TRP channel targeted by PZQ (TRPMPZQ), with both anthelmintic chemotypes targeting unique parasite TRPM paralogs. This advances TRPMMCLZ as a novel druggable target that could circumvent any target-based resistance emerging in response to current mass drug administration campaigns centered on PZQ.


Subject(s)
Anthelmintics , Clonazepam , Schistosomiasis mansoni , TRPM Cation Channels , Animals , Humans , Anthelmintics/pharmacology , Benzodiazepines/pharmacology , Benzodiazepinones/pharmacology , Clonazepam/analogs & derivatives , Clonazepam/pharmacology , Praziquantel/pharmacology , Schistosoma mansoni/drug effects , Schistosoma mansoni/metabolism , Schistosomiasis mansoni/drug therapy , TRPM Cation Channels/agonists
3.
Am J Physiol Regul Integr Comp Physiol ; 326(6): R515-R527, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38618911

ABSTRACT

Inhibition of the bromodomain and extraterminal domain (BET) protein family is a potential strategy to prevent and treat diabetes; however, the clinical use of BET bromodomain inhibitors (BETis) is associated with adverse effects. Here, we explore a strategy for targeting BETis to ß cells by exploiting the high-zinc (Zn2+) concentration in ß cells relative to other cell types. We report the synthesis of a novel, Zn2+-chelating derivative of the pan-BETi (+)-JQ1, (+)-JQ1-DPA, in which (+)-JQ1 was conjugated to dipicolyl amine (DPA). As controls, we synthesized (+)-JQ1-DBA, a non-Zn2+-chelating derivative, and (-)-JQ1-DPA, an inactive enantiomer that chelates Zn2+. Molecular modeling and biophysical assays showed that (+)-JQ1-DPA and (+)-JQ1-DBA retain potent binding to BET bromodomains in vitro. Cellular assays demonstrated (+)-JQ1-DPA attenuated NF-ĸB target gene expression in ß cells stimulated with the proinflammatory cytokine interleukin 1ß. To assess ß-cell selectivity, we isolated islets from a mouse model that expresses green fluorescent protein in insulin-positive ß cells and mTomato in insulin-negative cells (non-ß cells). Surprisingly, Zn2+ chelation did not confer ß-cell selectivity as (+)-JQ1-DPA was equally effective in both ß and α cells; however, (+)-JQ1-DPA was less effective in macrophages, a nonendocrine islet cell type. Intriguingly, the non-Zn2+-chelating derivative (+)-JQ1-DBA displayed the opposite selectivity, with greater effect in macrophages compared with (+)-JQ1-DPA, suggesting potential as a macrophage-targeting molecule. These findings suggest that Zn2+-chelating small molecules confer endocrine cell selectivity rather than ß-cell selectivity in pancreatic islets and provide valuable insights and techniques to assess Zn2+ chelation as an approach to selectively target small molecules to pancreatic ß cells.NEW & NOTEWORTHY Inhibition of BET bromodomains is a novel potential strategy to prevent and treat diabetes mellitus. However, BET inhibitors have negative side effects. We synthesized a BET inhibitor expected to exploit the high zinc concentration in ß cells to accumulate in ß cells. We show our inhibitor targeted pancreatic endocrine cells; however, it was less effective in immune cells. A control inhibitor showed the opposite effect. These findings help us understand how to target specific cells in diabetes treatment.


Subject(s)
Chelating Agents , Insulin-Secreting Cells , Zinc , Animals , Zinc/chemistry , Zinc/pharmacology , Zinc/metabolism , Chelating Agents/pharmacology , Insulin-Secreting Cells/drug effects , Insulin-Secreting Cells/metabolism , Mice , Transcription Factors/metabolism , Transcription Factors/antagonists & inhibitors , Triazoles/pharmacology , Triazoles/chemistry , Humans , Male , Azepines/pharmacology , Azepines/chemistry , Glucagon-Secreting Cells/drug effects , Glucagon-Secreting Cells/metabolism , Mice, Inbred C57BL , Bromodomain Containing Proteins , Nuclear Proteins
4.
Am J Physiol Cell Physiol ; 324(2): C573-C587, 2023 02 01.
Article in English | MEDLINE | ID: mdl-36622066

ABSTRACT

The anthelmintic drug praziquantel (PZQ) causes contraction of parasitic schistosomes as well as constriction of blood vessels within the mesenteric vasculature of the host where the adult blood flukes reside. The contractile action of PZQ on the vasculature is mediated by the activation of host serotonergic 5-HT2B receptors (5-HT2BRs). However, the molecular basis for PZQ interaction with these targets and the location of these 5-HT2B receptors in the vessel wall have not been experimentally defined. Evaluation of a PZQ docking pose within the 5-HT2BR orthosteric site, using both Ca2+ reporter and bioluminescence resonance energy transfer (BRET) assays, identified residues F3406.51 and F3416.52 (transmembrane helix 6, TM6) as well as L209EL2 (extracellular loop 2) as critical for PZQ-mediated agonist activity. A key determinant of PZQ selectivity for the 5-HT2B receptor over the 5-HT2A/2C receptors was determined by M2185.39 in transmembrane helix 5 (TM5) of the orthosteric site. Mutation of this residue to valine (M218V), as found in 5-HT2A and 5-HT2C, decreased PZQ agonist activity, whereas the reciprocal mutation (V215M) in 5-HT2C increased PZQ activity. Two-photon imaging in intact mesenteric arterial strips visualized PZQ-evoked Ca2+ transients within the smooth muscle cells of the vessel wall. PZQ also triggered cytoplasmic Ca2+ signals in arterial smooth muscle cells in primary culture that were isolated from mesenteric blood vessels. These data define the molecular basis for PZQ action on 5-HT2B receptors localized in vascular smooth muscle.


Subject(s)
Anthelmintics , Praziquantel , Praziquantel/pharmacology , Serotonin , Anthelmintics/therapeutic use , Arteries
5.
RNA ; 25(8): 1004-1019, 2019 08.
Article in English | MEDLINE | ID: mdl-31097619

ABSTRACT

The marsupial inactive X chromosome expresses a long noncoding RNA (lncRNA) called Rsx that has been proposed to be the functional analog of eutherian Xist Despite the possibility that Xist and Rsx encode related functions, the two lncRNAs harbor no linear sequence similarity. However, both lncRNAs harbor domains of tandemly repeated sequence. In Xist, these repeat domains are known to be critical for function. Using k-mer based comparison, we show that the repeat domains of Xist and Rsx unexpectedly partition into two major clusters that each harbor substantial levels of nonlinear sequence similarity. Xist Repeats B, C, and D were most similar to each other and to Rsx Repeat 1, whereas Xist Repeats A and E were most similar to each other and to Rsx Repeats 2, 3, and 4. Similarities at the level of k-mers corresponded to domain-specific enrichment of protein-binding motifs. Within individual domains, protein-binding motifs were often enriched to extreme levels. Our data support the hypothesis that Xist and Rsx encode similar functions through different spatial arrangements of functionally analogous protein-binding domains. We propose that the two clusters of repeat domains in Xist and Rsx function in part to cooperatively recruit PRC1 and PRC2 to chromatin. The physical manner in which these domains engage with protein cofactors may be just as critical to the function of the domains as the protein cofactors themselves. The general approaches we outline in this report should prove useful in the study of any set of RNAs.


Subject(s)
Marsupialia/genetics , RNA, Long Noncoding/chemistry , RNA, Long Noncoding/genetics , Animals , Cluster Analysis , Humans , Marsupialia/metabolism , Polycomb-Group Proteins/metabolism , Protein Domains , Sequence Homology, Nucleic Acid , Tandem Repeat Sequences , X Chromosome Inactivation
6.
Bioorg Chem ; 104: 104232, 2020 11.
Article in English | MEDLINE | ID: mdl-32911193

ABSTRACT

Sirtuins are NAD+-dependent protein deacylases that remove acyl modifications from acyl-lysine residues, resulting in essential cellular signaling. Recognized for their role in lifespan extension, humans encode seven sirtuin isoforms (Sirt1-7), and loss of sirtuin deacylase activity is implicated in many aging-related diseases. Despite being intriguing therapeutic targets, cellular studies of sirtuins are hampered by the lack of chemical probes to measure sirtuin activity independent of sirtuin protein levels. Here, we use a modular, peptide-based approach to develop activity-based probes (ABPs) that directly measure Sirt1 activity in vitro and in cell lysates. ABPs were synthesized containing four elements: (1) thioacetyl-lysine for mechanism-based affinity towards only active sirtuins, (2) either histone H3 lysine-14 (H3K14) or p53 sequences for Sirt1 specificity, (3) a diazirine for covalent labeling upon UV irradiation, and (4) an alkyne for bioorthogonal conjugation to a fluorophore for gel-based detection of active Sirt1. Compared to the H3K14 ABP, the p53 ABP showed increased sensitivity and selective labeling of active Sirt1. Acyl-lysine peptide competition, pharmacological inhibition, and inhibitory post-translational modification of Sirt1 resulted in the loss of p53 ABP labeling both in vitro and in HEK293T cell lysates, consistent with the ABP measuring decreased Sirt1 activity. Furthermore, the p53 ABP measured subcellular Sirt1 activity in MCF7 breast cancer cells. The development of a Sirt1-selective ABP that detects Sirt1 activity with an order of magnitude increased sensitivity compared to previous approaches demonstrates the utility of a modular, peptide-based approach for selective-targeting of the sirtuin protein family and provides a framework for further development of sirtuin-selective chemical probes.


Subject(s)
Drug Development , Molecular Probes/chemistry , Peptides/chemistry , Sirtuin 1/analysis , Cells, Cultured , Dose-Response Relationship, Drug , HEK293 Cells , Humans , Molecular Probes/chemical synthesis , Molecular Probes/pharmacology , Molecular Structure , Peptides/chemical synthesis , Peptides/pharmacology , Sirtuin 1/antagonists & inhibitors , Sirtuin 1/metabolism , Structure-Activity Relationship
7.
Alzheimers Dement ; 15(8): 1048-1058, 2019 08.
Article in English | MEDLINE | ID: mdl-31262699

ABSTRACT

INTRODUCTION: Genome-wide association studies (GWAS) discovered multiple late-onset Alzheimer's disease (LOAD)-associated SNPs and inferred the genes based on proximity; however, the actual causal genes are yet to be identified. METHODS: We defined LOAD-GWAS regions by the most significantly associated SNP ±0.5 Mb and developed a bioinformatics pipeline that uses and integrates chromatin state segmentation track to map active enhancers and virtual 4C software to visualize interactions between active enhancers and gene promoters. We augmented our pipeline with biomedical and functional information. RESULTS: We applied the bioinformatics pipeline using three ∼1 Mb LOAD-GWAS loci: BIN1, PICALM, CELF1. These loci contain 10-24 genes, an average of 106 active enhancers and 80 CTCF sites. Our strategy identified all genes corresponding to the promoters that interact with the active enhancer that is closest to the LOAD-GWAS-SNP and generated a shorter list of prioritized candidate LOAD genes (5-14/loci), feasible for post-GWAS investigations of causality. DISCUSSION: Interpretation of LOAD-GWAS discoveries requires the integration of brain-specific functional genomic data sets and information related to regulatory activity.


Subject(s)
Alzheimer Disease/genetics , Computational Biology/methods , Genome-Wide Association Study , Genetic Predisposition to Disease , Humans , Polymorphism, Single Nucleotide
8.
Article in English | MEDLINE | ID: mdl-27307784

ABSTRACT

BACKGROUND: It is well known that safe delivery in a health facility reduces the risks of maternal and infant mortality resulting from perinatal complications. What is less understood are the factors associated with safe delivery practices. We investigate factors influencing health facility delivery practices while adjusting for multiple other factors simultaneously, spatial heterogeneity, and trends over time. METHODS: We fitted a logistic regression model to Lot Quality Assurance Sampling (LQAS) data from Uganda in a framework that considered individual-level covariates, geographical features, and variations over five time points. We accounted for all two-covariate interactions and all three-covariate interactions for which two of the covariates already had a significant interaction, were able to quantify uncertainty in outputs using computationally intensive cluster bootstrap methods, and displayed outputs using a geographical information system. Finally, we investigated what information could be predicted about districts at future time-points, before the next LQAS survey is carried out. To do this, we applied the model to project a confidence interval for the district level coverage of health facility delivery at future time points, by using the lower and upper end values of known demographics to construct a confidence range for the prediction and define priority groups. RESULTS: We show that ease of access, maternal age and education are strongly associated with delivery in a health facility; after accounting for this, there remains a significant trend towards greater uptake over time. We use this model together with known demographics to formulate a nascent early warning system that identifies candidate districts expected to have low prevalence of facility-based delivery in the immediate future. CONCLUSIONS: Our results support the hypothesis that increased development, particularly related to education and access to health facilities, will act to increase facility-based deliveries, a factor associated with reducing perinatal associated mortality. We provide a statistical method for using inexpensive and routinely collected monitoring and evaluation data to answer complex epidemiology and public health questions in a resource-poor setting. We produced a model based on this data that explained the spatial distribution of facility-based delivery in Uganda. Finally, we used this model to make a prediction about the future priority of districts that was validated by monitoring and evaluation data collected in the next year.

9.
Nat Struct Mol Biol ; 2024 May 07.
Article in English | MEDLINE | ID: mdl-38714890

ABSTRACT

Diseases caused by parasitic flatworms impart a considerable healthcare burden worldwide. Many of these diseases-for example, the parasitic blood fluke infection schistosomiasis-are treated with the drug praziquantel (PZQ). However, PZQ is ineffective against disease caused by liver flukes from the genus Fasciola because of a single amino acid change within the target of PZQ, a transient receptor potential ion channel in the melastatin family (TRPMPZQ), in Fasciola species. Here, we identify benzamidoquinazolinone analogs that are active against Fasciola TRPMPZQ. Structure-activity studies define an optimized ligand (BZQ) that caused protracted paralysis and tegumental damage to these liver flukes. BZQ also retained activity against Schistosoma mansoni comparable to PZQ and was active against TRPMPZQ orthologs in all profiled species of parasitic fluke. This broad-spectrum activity manifests as BZQ adopts a pose within the binding pocket of TRPMPZQ that is dependent on a ubiquitously conserved residue. BZQ therefore acts as a universal activator of trematode TRPMPZQ and a first-in-class, broad-spectrum flukicide.

10.
bioRxiv ; 2024 Jun 29.
Article in English | MEDLINE | ID: mdl-38746302

ABSTRACT

We develop a data harmonization approach for C. elegans volumetric microscopy data, still or video, consisting of a standardized format, data pre-processing techniques, and a set of human-in-the-loop machine learning based analysis software tools. We unify a diverse collection of 118 whole-brain neural activity imaging datasets from 5 labs, storing these and accompanying tools in an online repository called WormID (wormid.org). We use this repository to train three existing automated cell identification algorithms to, for the first time, enable accuracy in neural identification that generalizes across labs, approaching human performance in some cases. We mine this repository to identify factors that influence the developmental positioning of neurons. To facilitate communal use of this repository, we created open-source software, code, web-based tools, and tutorials to explore and curate datasets for contribution to the scientific community. This repository provides a growing resource for experimentalists, theorists, and toolmakers to (a) study neuroanatomical organization and neural activity across diverse experimental paradigms, (b) develop and benchmark algorithms for automated neuron detection, segmentation, cell identification, tracking, and activity extraction, and (c) inform models of neurobiological development and function.

11.
iScience ; 26(7): 107121, 2023 Jul 21.
Article in English | MEDLINE | ID: mdl-37416459

ABSTRACT

Synthetic opioids are increasingly challenging to combat the opioid epidemic and act primarily at opioid receptors, chiefly the G protein-coupled receptor (GPCR) µ-opioid receptor (MOR), which signals through G protein-dependent and ß-arrestin pathways. Using a bioluminescence resonance energy transfer (BRET) system, we investigate GPCR-signaling profiles by synthetic nitazenes, which are known to cause overdose and death due to respiratory depression. We show that isotonitazene and its metabolite, N-desethyl isotonitazene, are very potent MOR-selective superagonists, surpassing both DAMGO G protein and ß-arrestin recruitment activity, which are properties distinct from other conventional opioids. Both isotonitazene and N-desethyl isotonitazene show high potency in mouse analgesia tail-flick assays, but N-desethyl isotonitazene shows longer-lasting respiratory depression compared to fentanyl. Overall, our results suggest that potent MOR-selective superagonists may be a pharmacological property predictive of prolonged respiratory depression resulting in fatal consequences and should be examined for future opioid analgesics.

12.
ACS Med Chem Lett ; 14(11): 1537-1543, 2023 Nov 09.
Article in English | MEDLINE | ID: mdl-37970586

ABSTRACT

The anthelmintic drug praziquantel remains a key clinical therapy for treating various diseases caused by parasitic flatworms. The parasite target of praziquantel has remained undefined despite longstanding usage in the clinic, although a candidate ion channel target, named TRPMPZQ, has recently been identified. Intriguingly, certain praziquantel derivatives show different activities against different parasites: for example, some praziquantel analogs are considerably more active against cestodes than against schistosomes. Here we interrogate whether the different activities of praziquantel analogs against different parasites are also reflected by unique structure-activity relationships at the TRPMPZQ channels found in these different organisms. To do this, several praziquantel analogs were synthesized and functionally profiled against schistosome and cestode TRPMPZQ channels. Data demonstrate that structure-activity relationships are closely mirrored between parasites and their TRPMPZQ orthologs, providing further support for TRPMPZQ as the therapeutically relevant target of praziquantel.

13.
bioRxiv ; 2023 Sep 22.
Article in English | MEDLINE | ID: mdl-37790347

ABSTRACT

Diseases caused by parasitic flatworms impart a considerable healthcare burden worldwide. Many of these diseases - for example, the parasitic blood fluke infection, schistosomiasis - are treated with the drug praziquantel (PZQ). However, PZQ is ineffective against disease caused by liver flukes from the genus Fasciola. This is due to a single amino acid change within the target of PZQ, a transient receptor potential ion channel (TRPMPZQ), in Fasciola species. Here we identify benzamidoquinazolinone analogs that are active against Fasciola TRPMPZQ. Structure-activity studies define an optimized ligand (BZQ) that caused protracted paralysis and damage to the protective tegument of these liver flukes. BZQ also retained activity against Schistosoma mansoni comparable to PZQ and was active against TRPMPZQ orthologs in all profiled species of parasitic fluke. This broad spectrum activity was manifest as BZQ adopts a pose within the binding pocket of TRPMPZQ dependent on a ubiquitously conserved residue. BZQ therefore acts as a universal activator of trematode TRPMPZQ and a first-in-class, broad spectrum flukicide.

14.
Org Biomol Chem ; 10(46): 9134-6, 2012 Dec 14.
Article in English | MEDLINE | ID: mdl-23104427

ABSTRACT

The periselective Diels-Alder reaction of 5-substituted pentamethylcyclopentadienes and nitroethylene has been realized by helical-chiral hydrogen bond donor catalysts. To our knowledge, this represents the first asymmetric catalytic nitroalkene Diels-Alder reaction via activation of nitroalkene, and thus establishes its proof-of-principle.


Subject(s)
Cyclopentanes/chemistry , Ethylenes/chemistry , Nitro Compounds/chemistry , Catalysis , Cycloaddition Reaction , Hydrogen Bonding , Molecular Structure , Stereoisomerism
15.
iScience ; 25(1): 103706, 2022 Jan 21.
Article in English | MEDLINE | ID: mdl-35059610

ABSTRACT

Ryanodine receptors (RyRs) are large, intracellular ion channels that control Ca2+ release from the sarco/endoplasmic reticulum. Dysregulation of RyRs in skeletal muscle, heart, and brain has been implicated in various muscle pathologies, arrhythmia, heart failure, and Alzheimer's disease. Therefore, there is considerable interest in therapeutically targeting RyRs to normalize Ca2+ homeostasis in scenarios involving RyR dysfunction. Here, a simple invertebrate screening platform was used to discover new chemotypes targeting RyRs. The approach measured Ca2+ signals evoked by cyclic adenosine 5'-diphosphate ribose, a second messenger that sensitizes RyRs. From a 1,534-compound screen, FLI-06 (currently described as a Notch "inhibitor") was identified as a potent blocker of RyR activity. Two closely related tyrosine kinase inhibitors that stimulate and inhibit Ca2+ release through RyRs were also resolved. Therefore, this simple screen yielded RyR scaffolds tractable for development and revealed an unexpected linkage between RyRs and trafficking events in the early secretory pathway.

16.
iScience ; 25(12): 105670, 2022 Dec 22.
Article in English | MEDLINE | ID: mdl-36567718

ABSTRACT

Triphenylphosphonium (TPP+) conjugated compounds selectively target cancer cells by exploiting their hyperpolarized mitochondrial membrane potential. To date, studies have focused on modifying either the linker or the cargo of TPP+-conjugated compounds. Here, we investigated the biological effects of direct modification to TPP+ to improve the efficacy and detection of mito-metformin (MMe), a TPP+-conjugated probe we have shown to have promising preclinical efficacy against solid cancer cells. We designed, synthesized, and tested trifluoromethyl and methoxy MMe analogs (pCF3-MMe, mCF3-MMe, and pMeO-MMe) against multiple distinct human cancer cells. pCF3-MMe showed enhanced selectivity toward cancer cells compared to MMe, while retaining the same signaling mechanism. Importantly, pCF3-MMe allowed quantitative monitoring of cellular accumulation via 19F-NMR in vitro and in vivo. Furthermore, adding trifluoromethyl groups to TPP+ reduced toxicity in vivo while retaining anti-tumor efficacy, opening an avenue to de-risk these next-generation TPP+-conjugated compounds.

18.
Methods Mol Biol ; 2254: 41-60, 2021.
Article in English | MEDLINE | ID: mdl-33326069

ABSTRACT

K-mer based comparisons have emerged as powerful complements to BLAST-like alignment algorithms, particularly when the sequences being compared lack direct evolutionary relationships. In this chapter, we describe methods to compare k-mer content between groups of long noncoding RNAs (lncRNAs), to identify communities of lncRNAs with related k-mer contents, to identify the enrichment of protein-binding motifs in lncRNAs, and to scan for domains of related k-mer contents in lncRNAs. Our step-by-step instructions are complemented by Python code deposited in Github. Though our chapter focuses on lncRNAs, the methods we describe could be applied to any set of nucleic acid sequences.


Subject(s)
Computational Biology/methods , RNA, Long Noncoding/classification , RNA, Long Noncoding/genetics , Algorithms , Cluster Analysis , Nucleotide Motifs/genetics , Protein Binding
19.
ACS Med Chem Lett ; 12(11): 1773-1782, 2021 Nov 11.
Article in English | MEDLINE | ID: mdl-34795867

ABSTRACT

CXCL12, a CXC-type chemokine, binds its receptor CXCR4, and the resulting signaling cascade is essential during development and subsequently in immune function. Pathologically, the CXCL12-CXCR4 signaling axis is involved in many cancers and inflammatory diseases and thus has sparked continued interest in the development of therapeutics. Small molecules targeting CXCR4 have had mixed results in clinical trials. Alternatively, small molecules targeting the chemokine instead of the receptor provide a largely unexplored space for therapeutic development. Here we report that trisubstituted 1,3,5-triazines are competent ligands for the sY12-binding pocket of CXCL12. The initial hit was optimized to be more synthetically tractable. Fifty unique triazines were synthesized, and the structure-activity relationship was probed. Using computational modeling, we suggest key structural interactions that are responsible for ligand-chemokine binding. The lipophilic ligand efficiency was improved, resulting in more soluble, drug-like molecules with chemical handles for future development and structural studies.

20.
Mol Neurodegener ; 16(1): 58, 2021 08 24.
Article in English | MEDLINE | ID: mdl-34429139

ABSTRACT

BACKGROUND: In the post-GWAS era, there is an unmet need to decode the underpinning genetic etiologies of late-onset Alzheimer's disease (LOAD) and translate the associations to causation. METHODS: We conducted ATAC-seq profiling using NeuN sorted-nuclei from 40 frozen brain tissues to determine LOAD-specific changes in chromatin accessibility landscape in a cell-type specific manner. RESULTS: We identified 211 LOAD-specific differential chromatin accessibility sites in neuronal-nuclei, four of which overlapped with LOAD-GWAS regions (±100 kb of SNP). While the non-neuronal nuclei did not show LOAD-specific differences, stratification by sex identified 842 LOAD-specific chromatin accessibility sites in females. Seven of these sex-dependent sites in the non-neuronal samples overlapped LOAD-GWAS regions including APOE. LOAD loci were functionally validated using single-nuclei RNA-seq datasets. CONCLUSIONS: Using brain sorted-nuclei enabled the identification of sex-dependent cell type-specific LOAD alterations in chromatin structure. These findings enhance the interpretation of LOAD-GWAS discoveries, provide potential pathomechanisms, and suggest novel LOAD-loci.


Subject(s)
Alzheimer Disease/genetics , Chromatin/ultrastructure , Neuroglia/ultrastructure , Sex Characteristics , Aged , Aged, 80 and over , Base Sequence , Binding Sites , Cell Fractionation/methods , Cell Nucleus/ultrastructure , Chromatin/genetics , Datasets as Topic , Female , Flow Cytometry , Gene Expression , Gene Library , Genome-Wide Association Study , Humans , Male , Middle Aged , Neurons/ultrastructure , Single-Cell Analysis , Temporal Lobe/ultrastructure , Transcription Factors/metabolism
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