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1.
J Chem Inf Model ; 63(18): 5709-5726, 2023 09 25.
Article in English | MEDLINE | ID: mdl-37668352

ABSTRACT

Lead optimization supported by artificial intelligence (AI)-based generative models has become increasingly important in drug design. Success factors are reagent availability, novelty, and the optimization of multiple properties. Directed fragment-replacement is particularly attractive, as it mimics medicinal chemistry tactics. Here, we present variations of fragment-based reinforcement learning using an actor-critic model. Novel features include freezing fragments and using reagents as the fragment source. Splitting molecules according to reaction schemes improves synthesizability, while tuning network output probabilities allows us to balance novelty versus diversity. Combining fragment-based optimization with virtual library encodings allows the exploration of large chemical spaces with synthesizable ideas. Collectively, these enhancements influence design toward high-quality molecules with favorable profiles. A validation study using 15 pharmaceutically relevant targets reveals that novel structures are obtained for most cases, which are identical or related to independent validation sets for each target. Hence, these modifications significantly increase the value of fragment-based reinforcement learning for drug design. The code is available on GitHub: https://github.com/Sanofi-Public/IDD-papers-fragrl.


Subject(s)
Artificial Intelligence , Libraries, Digital , Learning , Chemistry, Pharmaceutical , Databases, Factual
2.
ACS Omega ; 8(25): 23148-23167, 2023 Jun 27.
Article in English | MEDLINE | ID: mdl-37396211

ABSTRACT

Molecular generative artificial intelligence is drawing significant attention in the drug design community, with several experimentally validated proof of concepts already published. Nevertheless, generative models are known for sometimes generating unrealistic, unstable, unsynthesizable, or uninteresting structures. This calls for methods to constrain those algorithms to generate structures in drug-like portions of the chemical space. While the concept of applicability domains for predictive models is well studied, its counterpart for generative models is not yet well-defined. In this work, we empirically examine various possibilities and propose applicability domains suited for generative models. Using both public and internal data sets, we use generative methods to generate novel structures that are predicted to be actives by a corresponding quantitative structure-activity relationships model while constraining the generative model to stay within a given applicability domain. Our work looks at several applicability domain definitions, combining various criteria, such as structural similarity to the training set, similarity of physicochemical properties, unwanted substructures, and quantitative estimate of drug-likeness. We assess the structures generated from both qualitative and quantitative points of view and find that the applicability domain definitions have a strong influence on the drug-likeness of generated molecules. An extensive analysis of our results allows us to identify applicability domain definitions that are best suited for generating drug-like molecules with generative models. We anticipate that this work will help foster the adoption of generative models in an industrial context.

3.
J Peripher Nerv Syst ; 28(2): 202-225, 2023 06.
Article in English | MEDLINE | ID: mdl-37029502

ABSTRACT

BACKGROUND: Diabetic metabolism causes changes of the chemical milieu including accumulation of reactive carbonyl species, for example, methylglyoxal (MGO). MGO activates chemosensitive TRPA1 on nociceptors, but the contribution to neuronal pathophysiology causing pain and hyperalgesia in diabetic neuropathy is not fully understood. METHODS: We employed single-nerve-fiber recordings in type 2 diabetes patients with (spDN) and without cutaneous pain (DN) and in streptozotocin-diabetic and healthy mice. In mice, we measured Ca++ transients in cultured DRG neurons and stimulated CGRP release from hairy skin. RESULTS: In diabetic patients, we recorded a large proportion of pathologically altered nerve C-fibers (79%). In spDN patients we found a higher percentage (72%) of spontaneously active C-nociceptors than in DN patients (15%). The proportion of spontaneous activity was highest among pathological fibers with mechanoinsensitive fiber properties which are particularly sensitive to MGO in contrast to mechanosensitive fibers. Mouse polymodal nociceptors, in contrast to purely mechanosensitive C-fibers, showed highest prevalence of TRPA1-related chemosensitivity. In diabetic mice about 37% of polymodal nociceptors developed spontaneous activity and exhibited significantly greater MGO responses, indicating sensitized TRPA1 receptors. Low-threshold mechanosensitive Aδ-fibers were vigorously activated by MGO but independently of TRPA1 activation. INTERPRETATION: Our translational findings suggest that TRPA1-expressing C-nociceptors, which in human correspond to mechanoinsensitive and in mice to polymodal nociceptors, are especially vulnerable to develop spontaneous activity. Those two different nociceptor classes might share the functional role as dicarbonyl-sensitive chemosensors and represent the critical nociceptor population that support the development of pain and hyperalgesia in diabetic neuropathy.


Subject(s)
Diabetes Mellitus, Experimental , Diabetes Mellitus, Type 2 , Diabetic Neuropathies , Transient Receptor Potential Channels , Humans , Mice , Animals , Nociceptors/metabolism , Hyperalgesia/etiology , Transient Receptor Potential Channels/metabolism , Diabetic Neuropathies/metabolism , Diabetes Mellitus, Experimental/complications , Diabetes Mellitus, Experimental/metabolism , Diabetes Mellitus, Type 2/complications , Magnesium Oxide/metabolism , Pain
4.
Eur J Pharmacol ; 939: 175467, 2023 Jan 15.
Article in English | MEDLINE | ID: mdl-36543288

ABSTRACT

Artemisinin and its derivatives are the main therapeutic drugs against Plasmodium protists, the causative agents of malaria. While several putative mechanisms of action have been proposed, the precise molecular targets of these compounds have not been fully elucidated. In addition to their antimalarial properties, artemisinins have been reported to act as anti-tumour agents and certain antinociceptive effects have also been proposed. We investigated the effect of the parent compound, artemisinin, on a number of temperature-gated Transient Receptor Potential ion channels (so called thermoTRPs), given their demonstrated roles in pain-sensing and cancer. We report that artemisinin acts as an agonist of the Transient Receptor Potential Ankyrin type 1 (TRPA1) receptor channel. Artemisinin was able to evoke calcium transients in HEK293T cells expressing recombinant human TRPA1, as well as in a subpopulation of mouse dorsal root ganglion (DRG) neurons which also responded to the selective TRPA1 agonist allyl isothiocyanate (AITC) and these responses were reversibly abolished by the selective TRPA1 antagonist A967079. Artemisinin also triggered whole-cell currents in HEK293T cells transiently transfected with human TRPA1, as well as in TRPA1-expressing DRG neurons, and these currents were inhibited by A967079. Interestingly, using human TRPA1 mutants, we demonstrate that artemisinin acts as a non-electrophilic agonist of TRPA1, activating the channel in a similar manner to carvacrol and menthol. These results may provide a better understanding of the biological actions of the very important antimalarial and anti-tumour agent artemisinin.


Subject(s)
Antimalarials , Artemisinins , Transient Receptor Potential Channels , Animals , Humans , Mice , Ankyrins/chemistry , Ankyrins/pharmacology , Antimalarials/chemistry , Antimalarials/pharmacology , Artemisinins/chemistry , Artemisinins/pharmacology , Ganglia, Spinal , HEK293 Cells , Transient Receptor Potential Channels/agonists , Transient Receptor Potential Channels/chemistry , TRPA1 Cation Channel
5.
Front Chem ; 10: 1012507, 2022.
Article in English | MEDLINE | ID: mdl-36339033

ABSTRACT

The identification and optimization of promising lead molecules is essential for drug discovery. Recently, artificial intelligence (AI) based generative methods provided complementary approaches for generating molecules under specific design constraints of relevance in drug design. The goal of our study is to incorporate protein 3D information directly into generative design by flexible docking plus an adapted protein-ligand scoring function, thereby moving towards automated structure-based design. First, the protein-ligand scoring function RFXscore integrating individual scoring terms, ligand descriptors, and combined terms was derived using the PDBbind database and internal data. Next, design results for different workflows are compared to solely ligand-based reward schemes. Our newly proposed, optimal workflow for structure-based generative design is shown to produce promising results, especially for those exploration scenarios, where diverse structures fitting to a protein binding site are requested. Best results are obtained using docking followed by RFXscore, while, depending on the exact application scenario, it was also found useful to combine this approach with other metrics that bias structure generation into "drug-like" chemical space, such as target-activity machine learning models, respectively.

6.
Physiol Rep ; 10(6): e15194, 2022 03.
Article in English | MEDLINE | ID: mdl-35340127

ABSTRACT

The most widely used formalin test to screen antinociceptive drug candidates is still apostrophized as targeting inflammatory pain, in spite of strong opposing evidence published. In our rat skin-nerve preparation ex vivo, recording from all classes of sensory single-fibers (n = 32), 30 units were transiently excited by formaldehyde concentrations 1-100 mM applied to receptive fields (RFs) for 3 min, C and Aδ-fibers being more sensitive (1-30 mM) than Aß-fibers. From 30 mM on, ~1% of the concentration usually injected in vivo, all RFs were defunctionalized and conduction in an isolated sciatic nerve preparation was irreversibly blocked. Thus, formaldehyde, generated a state of 'anesthesia dolorosa' in the RFs in so far as after a quiescent interphase all fibers with unmyelinated terminals developed a second phase of vigorous discharge activity which correlated well in time course and magnitude with published pain-related behaviors. Sural nerve filament recordings in vivo confirmed that higher formalin concentrations (> 42 mM) have to be injected to the skin to induce this second phase of discharge. Patch-clamp and calcium-imaging confirmed TRPA1 as the primary transducer of formaldehyde (10 mM) effects on mouse sensory neurons. However, stimulated CGRP release from isolated skin of TRPA1+/+ and TRPA1-/- mice showed a convergence of the saturating concentration-response curves at 100 mM formaldehyde, which did not occur with nerve and trachea preparations. Finally, skin-nerve recordings from C and Aδ-fibers of TRPA1-/- mice revealed a massive reduction in formaldehyde (30 mM)-evoked discharge. However, the remaining activity was still biphasic, thus confirming additional unspecific excitotoxic actions of the fixative that diffuses along still excitable axons as previously published. The multiplicity of formaldehyde's actions requires extensive discussion and literature review, leading to a fundamental reevaluation of the formalin test.


Subject(s)
Pain , Rodentia , Animals , Mice , Pain/chemically induced , Pain Measurement , Rats , Sensory Receptor Cells , Skin/innervation
7.
Genes (Basel) ; 12(11)2021 10 29.
Article in English | MEDLINE | ID: mdl-34828338

ABSTRACT

Trpc7 (transient receptor potential cation channel, subfamily C, member 7; 862 amino acids) knockout mice are described showing no clear phenotypic alterations, therefore, the functional relevance of the gene remains unclear. A complementary approach for the functional analysis of a given gene is the examination of individuals harbouring a mutant allele of the gene. In the phenotype-driven Munich ENU mouse mutagenesis project, a high number of phenotypic parameters was used for establishing novel mouse models on the genetic background of C3H inbred mice. The phenotypically dominant mutant line SMA002 was established and further examined. Analysis of the causative mutation as well as the phenotypic characterization of the mutant line were carried out. The causative mutation was detected in the gene Trpc7 which leads to the production of a truncated protein due to the novel stop codon at amino acid position 810 thereby affecting the highly conserved cytoplasmic C terminus of the protein. Trpc7 heterozygous mutant mice of both sexes were viable and fertile, but showed distinct morphological and behavioural alterations which is in contrast to the published phenotype of Trpc7 knockout mice. Thus, the Trpc7K810Stop mutation leads to a dominant negative effect of the mutant protein.


Subject(s)
Behavior, Animal , Genetic Association Studies , Seizures/genetics , TRPC Cation Channels/genetics , Alleles , Amino Acid Sequence , Animals , Genome , Heterozygote , Mice , Mice, Inbred C3H , Mice, Knockout , Models, Animal , Mutagenesis , Mutation , Phenotype , Exome Sequencing
8.
Exp Neurol ; 346: 113838, 2021 12.
Article in English | MEDLINE | ID: mdl-34450183

ABSTRACT

Painful diabetic neuropathy occurs in approximately 20% of diabetic patients with underlying pathomechanisms not fully understood. We evaluated the contribution of the CaV3.2 isoform of T-type calcium channel to hyperglycemia-induced changes in cutaneous sensory C-fiber functions and neuropeptide release employing the streptozotocin (STZ) diabetes model in congenic mouse strains including global knockouts (KOs). Hyperglycemia established for 3-5 weeks in male C57BL/6J mice led to major reorganizations in peripheral C-fiber functions. Unbiased electrophysiological screening of mechanosensitive single-fibers in isolated hairy hindpaw skin revealed a relative loss of (polymodal) heat sensing in favor of cold sensing. In healthy CaV3.2 KO mice both heat and cold sensitivity among the C-fibers seemed underrepresented in favor of exclusive mechanosensitivity, low-threshold in particular, which deficit became significant in the diabetic KOs. Diabetes also led to a marked increase in the incidence of spontaneous discharge activity among the C-fibers of wildtype mice, which was reduced by the specific CaV3.2 blocker TTA-P2 and largely absent in the KOs. Evaluation restricted to the peptidergic class of nerve fibers - measuring KCl-stimulated CGRP release - revealed a marked reduction in the sciatic nerve by TTA-P2 in healthy but not diabetic wildtypes, the latter showing CGRP release that was as much reduced as in healthy and, to the same extent, in diabetic CaV3.2 KOs. These data suggest that diabetes abrogates all CaV3.2 functionality in the peripheral nerve axons. In striking contrast, diabetes markedly increased the KCl-stimulated CGRP release from isolated hairy skin of wildtypes but not KO mice, and TTA-P2 reversed this increase, strongly suggesting a de novo expression of CaV3.2 in peptidergic cutaneous nerve endings which may contribute to the enhanced spontaneous activity. De-glycosylation by neuraminidase showed clear desensitizing effects, both in regard to spontaneous activity and stimulated CGRP release, but included actions independent of CaV3.2. However, as diabetes-enhanced glycosylation is decisive for intra-axonal trafficking, it may account for the substantial reorganizations of the CaV3.2 distribution. The results may strengthen the validation of CaV3.2 channel as a therapeutic target of treating painful diabetic neuropathy.


Subject(s)
Calcium Channels, T-Type/biosynthesis , Diabetic Neuropathies/metabolism , Neuralgia/metabolism , Nociceptors/metabolism , Skin/metabolism , Animals , Calcium Channels, T-Type/genetics , Diabetes Mellitus, Experimental , Diabetic Neuropathies/genetics , Diabetic Neuropathies/pathology , Female , Gene Expression , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Neuralgia/genetics , Neuralgia/pathology , Nociceptors/pathology , Organ Culture Techniques , Skin/innervation , Skin/pathology
9.
J Biol Chem ; 295(19): 6330-6343, 2020 05 08.
Article in English | MEDLINE | ID: mdl-32198181

ABSTRACT

The plasmas of diabetic or uremic patients and of those receiving peritoneal dialysis treatment have increased levels of the glucose-derived dicarbonyl metabolites like methylglyoxal (MGO), glyoxal (GO), and 3-deoxyglucosone (3-DG). The elevated dicarbonyl levels can contribute to the development of painful neuropathies. Here, we used stimulated immunoreactive Calcitonin Gene-Related Peptide (iCGRP) release as a measure of nociceptor activation, and we found that each dicarbonyl metabolite induces a concentration-, TRPA1-, and Ca2+-dependent iCGRP release. MGO, GO, and 3-DG were about equally potent in the millimolar range. We hypothesized that another dicarbonyl, 3,4-dideoxyglucosone-3-ene (3,4-DGE), which is present in peritoneal dialysis (PD) solutions after heat sterilization, activates nociceptors. We also showed that at body temperatures 3,4-DGE is formed from 3-DG and that concentrations of 3,4-DGE in the micromolar range effectively induced iCGRP release from isolated murine skin. In a novel preparation of the isolated parietal peritoneum PD fluid or 3,4-DGE alone, at concentrations found in PD solutions, stimulated iCGRP release. We also tested whether inflammatory tissue conditions synergize with dicarbonyls to induce iCGRP release from isolated skin. Application of MGO together with bradykinin or prostaglandin E2 resulted in an overadditive effect on iCGRP release, whereas MGO applied at a pH of 5.2 resulted in reduced release, probably due to an MGO-mediated inhibition of transient receptor potential (TRP) V1 receptors. These results indicate that several reactive dicarbonyls activate nociceptors and potentiate inflammatory mediators. Our findings underline the roles of dicarbonyls and TRPA1 receptors in causing pain during diabetes or renal disease.


Subject(s)
Calcitonin Gene-Related Peptide/metabolism , Deoxyglucose/analogs & derivatives , Peritoneum/drug effects , Peritoneum/metabolism , Pyruvaldehyde/pharmacology , Skin/drug effects , Skin/metabolism , Animals , Bradykinin/pharmacology , Deoxyglucose/pharmacology , Drug Interactions , Inflammation/metabolism , Mice , Mice, Inbred C57BL , Nerve Fibers/drug effects , Nerve Fibers/physiology , Prostaglandins/pharmacology , Temperature
10.
Naunyn Schmiedebergs Arch Pharmacol ; 393(2): 177-189, 2020 02.
Article in English | MEDLINE | ID: mdl-31482262

ABSTRACT

The aminosteroid U73122 is frequently used as a phospholipase C (PLC) inhibitor and as such was used to investigate PLC-dependent activation and modulation of the transient receptor potential ankyrin type 1 (TRPA1) receptor channel. However, U73122 was recently shown to activate recombinant TRPA1 directly, albeit this interaction was not further explored. Our aim was to perform a detailed characterization of this agonistic action of U73122 on TRPA1. We used Fura-2 calcium microfluorimetry and the patch clamp technique to investigate the effect of U73122 on human and mouse wild type and mutant (C621S/C641S/C665S) TRPA1 expressed in HEK293t cells, as well as native TRPA1 in primary afferent neurons from wild type and TRPV1 and TRPA1 null mutant mice. In addition, we measured calcitonin gene-related peptide (CGRP) release from skin isolated from wild-type and TRPA1 null mutant mice. Human and mouse TRPA1 channels were activated by U73122 in the low nanomolar range. This activation was only partially dependent upon modification of the N-terminal cysteines 621, 641, and 665. U73122 also activated a subpopulation of neurons from wild-type and TRPV1 null mutant mice, but this effect was absent in mice deficient of TRPA1. In addition, U73122 evoked marked calcitonin gene-related peptide (CGRP) release from skin preparations of wild type but not TRPA1 null mutant mice. Our results indicate that U73122 is a potent and selective TRPA1 agonist. This effect should be taken into account when U73122 is used to inhibit PLC in TRPA1-expressing cells, such as primary nociceptors. In addition, U73122 may present a novel lead compound for the development of TRPA1-targeting drugs.


Subject(s)
Estrenes/pharmacology , Ganglia, Spinal/drug effects , Phosphodiesterase Inhibitors/pharmacology , Pyrrolidinones/pharmacology , TRPA1 Cation Channel/agonists , Type C Phospholipases/antagonists & inhibitors , Animals , Calcitonin Gene-Related Peptide/metabolism , Ganglia, Spinal/physiology , HEK293 Cells , Humans , Male , Mice, Inbred C57BL , Mice, Knockout , TRPA1 Cation Channel/physiology , Type C Phospholipases/physiology
11.
Pain ; 160(11): 2497-2507, 2019 11.
Article in English | MEDLINE | ID: mdl-31219946

ABSTRACT

The endogenous metabolite methylglyoxal (MG) accumulates in diabetic patients with neuropathic pain. Methylglyoxal could be a mediator of diabetes-induced neuropathic pain through TRPA1 activation and sensitization of the voltage-gated sodium channel subtype 1.8. In this study, we tested the algogenic and sensitizing effect of MG in healthy human subjects using intracutaneous microinjections. The involvement of C fibers was assessed through selective A-fiber nerve block, axon-reflex-erythema, and through single nerve fiber recordings in humans (microneurography). Involvement of the transduction channels TRPA1 and TRPV1 in MG-induced pain sensation was investigated with specific ion channel blockers. We showed for the first time in healthy humans that MG induces pain, axon-reflex-erythema, and long-lasting hyperalgesia through the activation of C nociceptors. Predominantly, the subclass of mechano-insensitive C fibers is activated by MG. A fibers contribute only negligibly to the burning pain sensation. Selective pharmacological blockade of TRPA1 or TRPV1 showed that TRPA1 is crucially involved in MG-induced chemical pain sensation and heat hyperalgesia. In conclusion, the actions of MG through TRPA1 activation on predominantly mechano-insensitive C fibers might be involved in spontaneously perceived pain in diabetic neuropathy and hyperalgesia as well as allodynia.


Subject(s)
Hyperalgesia/physiopathology , Nerve Fibers, Unmyelinated/physiology , Neuralgia/physiopathology , Nociceptors/metabolism , Adult , Calcium Channels/metabolism , Diabetic Neuropathies/physiopathology , Female , Humans , Hyperalgesia/metabolism , Male , Skin/innervation , Young Adult
12.
PLoS One ; 13(9): e0203215, 2018.
Article in English | MEDLINE | ID: mdl-30260982

ABSTRACT

Nerve terminals of primary sensory neurons are influenced by their environment through target derived trophic factors, like nerve growth factor (NGF) or glial cell line-derived neurotrophic factor (GDNF). In mice, subpopulations of DRG neurons express receptors either for NGF or GDNF and therefore differentially respond to these neurotrophic factors. We probed neurite endings from porcine DRG neurons cultured in either NGF or GDNF and examined their shape, elongation and stimulus-evoked CGRP release. A compartmentalized culture system was employed allowing spatial separation of outgrown neurites from their somata and use of different growth factors in the compartments. We show that neurites of GDNF cultured somata extend into lateral compartments without added growth factor, unlike neurites of NGF cultured ones. Neurites of NGF cultured somata extend not only into NGF- but also into GDNF-containing compartments. GDNF at the site of terminals of NGF responsive somata led to a strong neurite arborization and formation of large growth cones, compared to neurites in medium with NGF. Functionally, we could detect evoked CGRP release from as few as 7 outgrown neurites per compartment and calculated release per mm neurite length. CGRP release was detected both in neurites from NGF and GDNF cultured somata, suggesting that also the latter ones are peptidergic in pig. When neurites of NGF cultured somata were grown in GDNF, capsaicin evoked a lower CGRP release than high potassium, compared to those grown in NGF. Our experiments demonstrate that the compartmented culture chamber can be a suitable model to assess neurite properties from trophic factor specific primary sensory neurons. With this model, insights into mechanisms of gain or loss of function of specific nociceptive neurites may be achieved.


Subject(s)
Ganglia, Spinal/cytology , Ganglia, Spinal/physiology , Glial Cell Line-Derived Neurotrophic Factor/physiology , Nerve Growth Factor/physiology , Neurites/physiology , Neurites/ultrastructure , Animals , Calcitonin Gene-Related Peptide/physiology , Capsaicin/pharmacology , Cell Culture Techniques/instrumentation , Cells, Cultured , Ganglia, Spinal/drug effects , Glial Cell Line-Derived Neurotrophic Factor/administration & dosage , In Vitro Techniques , Mice , Models, Neurological , Nerve Growth Factor/administration & dosage , Neurites/drug effects , Potassium/pharmacology , Sus scrofa , TRPV Cation Channels/metabolism
13.
Pain ; 158(12): 2475-2486, 2017 Dec.
Article in English | MEDLINE | ID: mdl-28891864

ABSTRACT

Loss-of-function mutations in the enzyme 7-dehydrocholesterol reductase are responsible for the Smith-Lemli-Opitz syndrome, in which 7-dehydrocholesterol (7-DHC) levels are markedly increased in the plasma and tissues of patients. This increase in 7-DHC is probably associated with the painful and itchy photosensitivity reported by the majority of patients with Smith-Lemli-Opitz syndrome. To identify the molecular targets involved in the activation and photosensitization of primary afferents by 7-DHC, we focused on TRPA1 and TRPV1, two ion channels expressed in nociceptive nerve endings and previously shown to respond to ultraviolet and visible light under pathophysiological circumstances. Recombinant human TRPA1 is activated and photosensitized in the presence of 7-DHC. Prolonged preexposure to 7-DHC causes more pronounced photosensitization, and while TRPV1 contributes less to the acute effect, it too becomes highly photosensitive upon preincubation with 7-DHC for 1 to 15 hours. Dorsal root ganglion neurons in primary culture display acute sensitivity to 7-DHC in the dark and also light-evoked responses in the presence of 7-DHC, which are exclusively dependent on TRPA1 and TRPV1. Similarly, prolonged exposure of mouse dorsal root ganglion neurons to 7-DHC renders these cells photosensitive in a largely TRPA1- and TRPV1-dependent manner. Single-fiber recordings in mouse skin-nerve preparations demonstrate violet light-evoked activation and a sensitization to 7-DHC exposure. Vice versa, 7-DHC pretreatment of the isolated trachea leads to a TRPA1- and TRPV1-dependent increase of the light-induced calcitonin gene-related peptide release. Taken together, our results implicate TRPA1 and TRPV1 channels as potential pharmacological targets to address the 7-DHC-induced hypersensitivity to light in patients.


Subject(s)
Dehydrocholesterols/pharmacology , Smith-Lemli-Opitz Syndrome/drug therapy , TRPA1 Cation Channel/drug effects , TRPV Cation Channels/drug effects , Transient Receptor Potential Channels/drug effects , Animals , Cells, Cultured , Ganglia, Spinal/drug effects , Male , Mice , Neurons/drug effects
14.
Sci Rep ; 6: 36740, 2016 11 09.
Article in English | MEDLINE | ID: mdl-27827430

ABSTRACT

Tissue ischemia results in an accumulation of lactate and local or systemic lactic acidosis. In nociceptive sensory neurons, lactate was reported to sensitize or activate the transient receptor potential ion channel TRPA1 and acid-sensing ion channels (ASICs). However, it is unclear how lactate modulates the TRPV1 regarded as the main sensor for acidosis in sensory neurons. In this study we investigated the effects of lactate (LA) on recombinant and native TRPV1 channels and on TRPV1-mediated release of neuropeptides from mouse nerves. TRPV1-mediated membrane currents evoked by protons, capsaicin or heat are inhibited by LA at concentrations ranging from 3 µM to 100 mM. LA inhibits TRPV1-mediated proton-induced Ca2+-influx in dorsal root ganglion neurons as well as proton-evoked neuropeptide release from mouse nerves. Inhibition of TRPV1 by LA is significantly stronger on inward currents as compared to outward currents since LA affects channel gating, shifting the activation curve towards more positive potentials. The mutation I680A in the pore lower gate displays no LA inhibition. Cell-attached as well as excised inside- and outside-out patches suggest an interaction through an extracellular binding site. In conclusion, our data demonstrate that lactate at physiologically relevant concentrations is a potent endogenous inhibitor of TRPV1.


Subject(s)
Calcium Signaling/drug effects , Lactic Acid/metabolism , Lactic Acid/pharmacology , TRPV Cation Channels/antagonists & inhibitors , Animals , Calcium/metabolism , HEK293 Cells , Humans , Mice , Neuropeptides/metabolism , Rats , TRPV Cation Channels/genetics , TRPV Cation Channels/metabolism
15.
J Neurosci ; 36(19): 5264-78, 2016 05 11.
Article in English | MEDLINE | ID: mdl-27170124

ABSTRACT

UNLABELLED: Photosensitization, an exaggerated sensitivity to harmless light, occurs genetically in rare diseases, such as porphyrias, and in photodynamic therapy where short-term toxicity is intended. A common feature is the experience of pain from bright light. In human subjects, skin exposure to 405 nm light induced moderate pain, which was intensified by pretreatment with aminolevulinic acid. In heterologous expression systems and cultured sensory neurons, exposure to blue light activated TRPA1 and, to a lesser extent, TRPV1 channels in the absence of additional photosensitization. Pretreatment with aminolevulinic acid or with protoporphyrin IX dramatically increased the light sensitivity of both TRPA1 and TRPV1 via generation of reactive oxygen species. Artificial lipid bilayers equipped with purified human TRPA1 showed substantial single-channel activity only in the presence of protoporphyrin IX and blue light. Photosensitivity and photosensitization could be demonstrated in freshly isolated mouse tissues and led to TRP channel-dependent release of proinflammatory neuropeptides upon illumination. With antagonists in clinical development, these findings may help to alleviate pain during photodynamic therapy and also allow for disease modification in porphyria patients. SIGNIFICANCE STATEMENT: Cutaneous porphyria patients suffer from burning pain upon exposure to sunlight and other patients undergoing photodynamic therapy experience similar pain, which can limit the therapeutic efforts. This study elucidates the underlying molecular transduction mechanism and identifies potential targets of therapy. Ultraviolet and blue light generates singlet oxygen, which oxidizes and activates the ion channels TRPA1 and TRPV1. The disease and the therapeutic options could be reproduced in models ranging from isolated ion channels to human subjects, applying protoporphyrin IX or its precursor aminolevulinic acid. There is an unmet medical need, and our results suggest a therapeutic use of the pertinent antagonists in clinical development.


Subject(s)
Photochemotherapy , Photosensitizing Agents/pharmacology , Porphyrias/metabolism , TRPV Cation Channels/metabolism , Transient Receptor Potential Channels/metabolism , Aminolevulinic Acid/pharmacology , Animals , Cells, Cultured , HEK293 Cells , Humans , Mice , Mice, Inbred C57BL , Neuropeptides/metabolism , Porphyrias/therapy , Protoporphyrins/pharmacology , Reactive Oxygen Species/metabolism , Sensory Receptor Cells/metabolism , Skin/drug effects , Skin/radiation effects , TRPA1 Cation Channel
16.
PLoS One ; 10(4): e0123762, 2015.
Article in English | MEDLINE | ID: mdl-25875358

ABSTRACT

The formalin test is the most widely used behavioral screening test for analgesic compounds. The cellular mechanism of action of formaldehyde, inducing a typically biphasic pain-related behavior in rodents is addressed in this study. The chemoreceptor channel TRPA1 was suggested as primary transducer, but the high concentrations used in the formalin test elicit a similar response in TRPA1 wildtype and knockout animals. Here we show that formaldehyde evokes a dose-dependent calcium release from intracellular stores in mouse sensory neurons and primary keratinocytes as well as in non-neuronal cell lines, and independent of TRPA1. The source of calcium is the endoplasmatic reticulum and inhibition of the sarco/endoplasmic reticulum calcium-ATPase has a major contribution. This TRPA1-independent mechanism may underlie formaldehyde-induced pan-neuronal excitation and subsequent inflammation.


Subject(s)
Calcium/metabolism , Endoplasmic Reticulum/drug effects , Formaldehyde/pharmacology , Ganglia, Spinal/drug effects , Pain/metabolism , Sarcoplasmic Reticulum Calcium-Transporting ATPases/metabolism , Sensory Receptor Cells/drug effects , Animals , Calcium Signaling , Endoplasmic Reticulum/metabolism , Ganglia, Spinal/cytology , Ganglia, Spinal/metabolism , Gene Expression Regulation , HEK293 Cells , Humans , Keratinocytes/cytology , Keratinocytes/drug effects , Keratinocytes/metabolism , Membrane Potentials/drug effects , Membrane Potentials/physiology , Mice , Mice, Inbred C57BL , Pain/chemically induced , Pain/genetics , Pain/physiopathology , Pain Measurement , Patch-Clamp Techniques , Primary Cell Culture , Rabbits , Rats , Rats, Wistar , Sarcoplasmic Reticulum Calcium-Transporting ATPases/genetics , Sensory Receptor Cells/cytology , Sensory Receptor Cells/metabolism , TRPA1 Cation Channel , Transient Receptor Potential Channels/genetics , Transient Receptor Potential Channels/metabolism
17.
J Biol Chem ; 287(34): 28291-306, 2012 Aug 17.
Article in English | MEDLINE | ID: mdl-22740698

ABSTRACT

Neuropathic pain can develop as an agonizing sequela of diabetes mellitus and chronic uremia. A chemical link between both conditions of altered metabolism is the highly reactive compound methylglyoxal (MG), which accumulates in all cells, in particular neurons, and leaks into plasma as an index of the severity of the disorder. The electrophilic structure of this cytotoxic ketoaldehyde suggests TRPA1, a receptor channel deeply involved in inflammatory and neuropathic pain, as a molecular target. We demonstrate that extracellularly applied MG accesses specific intracellular binding sites of TRPA1, activating inward currents and calcium influx in transfected cells and sensory neurons, slowing conduction velocity in unmyelinated peripheral nerve fibers, and stimulating release of proinflammatory neuropeptides from and action potential firing in cutaneous nociceptors. Using a model peptide of the N terminus of human TRPA1, we demonstrate the formation of disulfide bonds based on MG-induced modification of cysteines as a novel mechanism. In conclusion, MG is proposed to be a candidate metabolite that causes neuropathic pain in metabolic disorders and thus is a promising target for medicinal chemistry.


Subject(s)
Calcium Channels/metabolism , Nerve Tissue Proteins/metabolism , Neuralgia/metabolism , Nociceptors/metabolism , Pyruvaldehyde/metabolism , TRPC Cation Channels/metabolism , Transient Receptor Potential Channels/metabolism , Action Potentials , Animals , Binding Sites , Calcium Channels/genetics , HEK293 Cells , Humans , Inflammation Mediators/metabolism , Mice , Mice, Mutant Strains , Nerve Tissue Proteins/genetics , Neuralgia/diet therapy , Neuralgia/genetics , Neuralgia/pathology , Neurons/metabolism , Neurons/pathology , Neuropeptides/metabolism , Nociceptors/pathology , Rats , TRPA1 Cation Channel , TRPC Cation Channels/genetics , Transient Receptor Potential Channels/genetics
18.
Nat Med ; 18(6): 926-33, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22581285

ABSTRACT

This study establishes a mechanism for metabolic hyperalgesia based on the glycolytic metabolite methylglyoxal. We found that concentrations of plasma methylglyoxal above 600 nM discriminate between diabetes-affected individuals with pain and those without pain. Methylglyoxal depolarizes sensory neurons and induces post-translational modifications of the voltage-gated sodium channel Na(v)1.8, which are associated with increased electrical excitability and facilitated firing of nociceptive neurons, whereas it promotes the slow inactivation of Na(v)1.7. In mice, treatment with methylglyoxal reduces nerve conduction velocity, facilitates neurosecretion of calcitonin gene-related peptide, increases cyclooxygenase-2 (COX-2) expression and evokes thermal and mechanical hyperalgesia. This hyperalgesia is reflected by increased blood flow in brain regions that are involved in pain processing. We also found similar changes in streptozotocin-induced and genetic mouse models of diabetes but not in Na(v)1.8 knockout (Scn10(-/-)) mice. Several strategies that include a methylglyoxal scavenger are effective in reducing methylglyoxal- and diabetes-induced hyperalgesia. This previously undescribed concept of metabolically driven hyperalgesia provides a new basis for the design of therapeutic interventions for painful diabetic neuropathy.


Subject(s)
Diabetes Mellitus, Experimental/physiopathology , Diabetic Neuropathies/physiopathology , Hyperalgesia/etiology , Nociceptors/drug effects , Pyruvaldehyde/pharmacology , Sodium Channels/physiology , Animals , Cerebrovascular Circulation , Humans , Mice , Mice, Inbred C57BL , NAV1.8 Voltage-Gated Sodium Channel , Neural Conduction/drug effects , Nociceptors/physiology , Streptozocin , Tetrodotoxin/pharmacology
19.
FEMS Microbiol Lett ; 314(1): 95-100, 2011 Jan.
Article in English | MEDLINE | ID: mdl-21091531

ABSTRACT

The taxonomic characteristics of ß-hemolytic streptococcal strains that reacted with Lancefield group M antisera were investigated. Group M streptococci have not been proposed as a species to date. Four strains of the group M streptococci isolated from dog were located within the pyogenic group of the genus Streptococcus on 16S rRNA gene-based phylogenetic analysis; the group M strains were located a short distance away from all other members of the group. The homology values of 16S rRNA gene sequences between group M strains and all other streptococci were<95.6%. Group M strains exhibited low levels of DNA-DNA homology to other streptococcal species. Some biochemical traits, such as ß-galactosidase activity and acid production from glycogen, could distinguish these group M strains from other closely related species. Thus, these strains are proposed to constitute a new species -Streptococcus fryi sp. nov. The type strain is PAGU 653(T) (=NCTC 10235(T)=JCM 16387(T)).


Subject(s)
Streptococcal Infections/microbiology , Streptococcal Infections/veterinary , Streptococcus/classification , Streptococcus/isolation & purification , Animals , Antigens, Bacterial/genetics , Antigens, Bacterial/immunology , Bacterial Typing Techniques , DNA, Bacterial/genetics , Dogs , Humans , Molecular Sequence Data , Phylogeny , RNA, Ribosomal, 16S/genetics , Streptococcus/genetics , Streptococcus/immunology
20.
Methods Mol Biol ; 617: 237-59, 2010.
Article in English | MEDLINE | ID: mdl-20336427

ABSTRACT

The primary afferent nociceptive neuron has recently attracted major research interest because of the cloning of very selectively expressed and well-conserved ion channel genes. All parts of the neuron, sensory terminals, axon and cell body, are accessible to validated research techniques in vitro using various isolated tissues or cells taken from laboratory animals. Single-unit recording and measuring stimulated calcitonin gene-related peptide (CGRP) release as well as patch-clamping and calcium imaging of cultured sensory neurons provide different kinds of information, and no model alone answers all questions. In combination, however, consistent results and complementary evidence form a solid basis for translational research to follow.


Subject(s)
Electrophysiology , Nociceptors , Animals , Calcitonin Gene-Related Peptide/metabolism , Calcium/metabolism , Calcium Signaling/physiology , Cells, Cultured , Electrophysiology/instrumentation , Electrophysiology/methods , Ganglia, Spinal/cytology , Humans , Ion Channels/metabolism , Mice , Nociceptors/chemistry , Nociceptors/cytology , Nociceptors/metabolism , Rats
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