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1.
Eur J Clin Pharmacol ; 77(5): 659-669, 2021 May.
Artigo em Inglês | MEDLINE | ID: mdl-33201347

RESUMO

PURPOSE: The antifungal drugs ketoconazole and itraconazole reduce serum concentrations of 4ß-hydroxycholesterol, which is a validated marker for hepatic cytochrome P450 (CYP) 3A4 activity. We tested the effect of another antifungal triazole agent, fluconazole, on serum concentrations of different sterols and oxysterols within the cholesterol metabolism to see if this inhibitory reaction is a general side effect of azole antifungal agents. METHODS: In a prospective, double-blind, placebo-controlled, two-way crossover design, we studied 17 healthy subjects (nine men, eight women) who received 400 mg fluconazole or placebo daily for 8 days. On day 1 before treatment and on day 8 after the last dose, fasting blood samples were collected. Serum cholesterol precursors and oxysterols were measured by gas chromatography-mass spectrometry-selected ion monitoring and expressed as the ratio to cholesterol (R_sterol). RESULTS: Under fluconazole treatment, serum R_lanosterol and R_24,25-dihydrolanosterol increased significantly without affecting serum cholesterol or metabolic downstream markers of hepatic cholesterol synthesis. Serum R_4ß-, R_24S-, and R_27-hydroxycholesterol increased significantly. CONCLUSION: Fluconazole inhibits the 14α-demethylation of lanosterol and 24,25-dihydrolanosterol, regulated by CYP51A1, without reduction of total cholesterol synthesis. The increased serum level of R_4ß-hydroxycholesterol under fluconazole treatment is in contrast to the reductions observed under ketoconazole and itraconazole treatments. The question, whether this increase is caused by induction of CYP3A4 or by inhibition of the catabolism of 4ß-hydroxycholesterol, must be answered by mechanistic in vitro and in vivo studies comparing effects of various azole antifungal agents on hepatic CYP3A4 activity.


Assuntos
Antifúngicos/farmacologia , Fluconazol/farmacologia , Hidroxicolesteróis/sangue , Esteróis/metabolismo , Adulto , Fatores Etários , Ácidos e Sais Biliares/metabolismo , Estudos Cross-Over , Citocromo P-450 CYP3A/metabolismo , Método Duplo-Cego , Feminino , Humanos , Lanosterol/análogos & derivados , Lanosterol/metabolismo , Metabolismo dos Lipídeos , Masculino , Estudos Prospectivos , Fatores Sexuais , Adulto Jovem
2.
Hum Brain Mapp ; 41(18): 5240-5254, 2020 12 15.
Artigo em Inglês | MEDLINE | ID: mdl-32870583

RESUMO

An important measure in pain research is the intensity of nociceptive stimuli and their cortical representation. However, there is evidence of different cerebral representations of nociceptive stimuli, including the fact that cortical areas recruited during processing of intranasal nociceptive chemical stimuli included those outside the traditional trigeminal areas. Therefore, the aim of this study was to investigate the major cerebral representations of stimulus intensity associated with intranasal chemical trigeminal stimulation. Trigeminal stimulation was achieved with carbon dioxide presented to the nasal mucosa. Using a single-blinded, randomized crossover design, 24 subjects received nociceptive stimuli with two different stimulation paradigms, depending on the just noticeable differences in the stimulus strengths applied. Stimulus-related brain activations were recorded using functional magnetic resonance imaging with event-related design. Brain activations increased significantly with increasing stimulus intensity, with the largest cluster at the right Rolandic operculum and a global maximum in a smaller cluster at the left lower frontal orbital lobe. Region of interest analyses additionally supported an activation pattern correlated with the stimulus intensity at the piriform cortex as an area of special interest with the trigeminal input. The results support the piriform cortex, in addition to the secondary somatosensory cortex, as a major area of interest for stimulus strength-related brain activation in pain models using trigeminal stimuli. This makes both areas a primary objective to be observed in human experimental pain settings where trigeminal input is used to study effects of analgesics.


Assuntos
Mapeamento Encefálico , Córtex Cerebral/fisiologia , Nociceptividade/fisiologia , Córtex Piriforme/fisiologia , Córtex Somatossensorial/fisiologia , Nervo Trigêmeo/fisiologia , Adulto , Dióxido de Carbono/administração & dosagem , Córtex Cerebral/diagnóstico por imagem , Estudos Cross-Over , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Mucosa Nasal/efeitos dos fármacos , Córtex Piriforme/diagnóstico por imagem , Método Simples-Cego , Córtex Somatossensorial/diagnóstico por imagem , Adulto Jovem
3.
Int J Mol Sci ; 21(12)2020 Jun 19.
Artigo em Inglês | MEDLINE | ID: mdl-32575443

RESUMO

Genetic association studies have shown their usefulness in assessing the role of ion channels in human thermal pain perception. We used machine learning to construct a complex phenotype from pain thresholds to thermal stimuli and associate it with the genetic information derived from the next-generation sequencing (NGS) of 15 ion channel genes which are involved in thermal perception, including ASIC1, ASIC2, ASIC3, ASIC4, TRPA1, TRPC1, TRPM2, TRPM3, TRPM4, TRPM5, TRPM8, TRPV1, TRPV2, TRPV3, and TRPV4. Phenotypic information was complete in 82 subjects and NGS genotypes were available in 67 subjects. A network of artificial neurons, implemented as emergent self-organizing maps, discovered two clusters characterized by high or low pain thresholds for heat and cold pain. A total of 1071 variants were discovered in the 15 ion channel genes. After feature selection, 80 genetic variants were retained for an association analysis based on machine learning. The measured performance of machine learning-mediated phenotype assignment based on this genetic information resulted in an area under the receiver operating characteristic curve of 77.2%, justifying a phenotype classification based on the genetic information. A further item categorization finally resulted in 38 genetic variants that contributed most to the phenotype assignment. Most of them (10) belonged to the TRPV3 gene, followed by TRPM3 (6). Therefore, the analysis successfully identified the particular importance of TRPV3 and TRPM3 for an average pain phenotype defined by the sensitivity to moderate thermal stimuli.


Assuntos
Biologia Computacional/métodos , Dor/genética , Canais de Cátion TRPM/genética , Canais de Cátion TRPV/genética , Adulto , Feminino , Estudos de Associação Genética , Variação Genética , Sequenciamento de Nucleotídeos em Larga Escala , Temperatura Alta , Humanos , Aprendizado de Máquina , Masculino , Dor/etiologia , Limiar da Dor , Fenótipo , Adulto Jovem
4.
Basic Clin Pharmacol Toxicol ; 126(4): 318-331, 2020 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-31608551

RESUMO

Persistent and, in particular, neuropathic pain is a major healthcare problem with still insufficient pharmacological treatment options. This triggered research activities aimed at finding analgesics with a novel mechanism of action. Results of these efforts will need to pass through the phases of drug development, in which experimental human pain models are established components e.g. implemented as chemical hyperalgesia induced by capsaicin. We aimed at ranking the various readouts of a human capsaicin-based pain model with respect to the most relevant information about the effects of a potential reference analgesic. In a placebo-controlled, randomized cross-over study, seven different pain-related readouts were acquired in 16 healthy individuals before and after oral administration of 300 mg pregabalin. The sizes of the effect on pain induced by intradermal injection of capsaicin were quantified by calculating Cohen's d. While in four of the seven pain-related parameters, pregabalin provided a small effect judged by values of Cohen's d exceeding 0.2, an item categorization technique implemented as computed ABC analysis identified the pain intensities in the area of secondary hyperalgesia and of allodynia as the most suitable parameters to quantify the analgesic effects of pregabalin. Results of this study provide further support for the ability of the intradermal capsaicin pain model to show analgesic effects of pregabalin. Results can serve as a basis for the designs of studies where the inclusion of this particular pain model and pregabalin is planned.


Assuntos
Analgésicos/farmacologia , Hiperalgesia/tratamento farmacológico , Dor/tratamento farmacológico , Pregabalina/farmacologia , Administração Oral , Adolescente , Adulto , Capsaicina , Estudos Cross-Over , Humanos , Hiperalgesia/induzido quimicamente , Injeções Intradérmicas , Masculino , Dor/induzido quimicamente , Medição da Dor/métodos , Adulto Jovem
5.
IBRO Rep ; 7: 117-128, 2019 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-31828232

RESUMO

BACKGROUND: Cannabis proofed to be effective in pain relief, but one major side effect is its influence on memory in humans. Therefore, the role of memory on central processing of nociceptive information was investigated in healthy volunteers. METHODS: In a placebo-controlled cross-over study including 22 healthy subjects, the effect of 20 mg oral Δ9-tetrahydrocannabinol (THC) on memory involving nociceptive sensations was studied, using a delayed stimulus discrimination task (DSDT). To control for nociceptive specificity, a similar DSDT-based study was performed in a subgroup of thirteen subjects, using visual stimuli. RESULTS: For each nociceptive stimulus pair, the second stimulus was associated with stronger and more extended brain activations than the first stimulus. These differences disappeared after THC administration. The THC effects were mainly located in two clusters comprising the insula and inferior frontal cortex in the right hemisphere, and the caudate nucleus and putamen bilaterally. These cerebral effects were accompanied in the DSDT by a significant reduction of correct ratings from 41.61% to 37.05% after THC administration (rm-ANOVA interaction "drug" by "measurement": F (1,21) = 4.685, p = 0.042). Rating performance was also reduced for the visual DSDT (69.87% to 54.35%; rm-ANOVA interaction of "drug" by "measurement": F (1,12) = 13.478, p = 0.003) and reflected in a reduction of stimulus-related brain deactivations in the bilateral angular gyrus. CONCLUSIONS: Results suggest that part of the effect of THC on pain may be related to memory effects. THC reduced the performance in DSDT of nociceptive and visual stimuli, which was accompanied by significant effects on brain activations. However, a pain specificity of these effects cannot be deduced from the data presented.

6.
Pain ; 159(7): 1366-1381, 2018 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-29596157

RESUMO

Heat pain and its modulation by capsaicin varies among subjects in experimental and clinical settings. A plausible cause is a genetic component, of which TRPV1 ion channels, by their response to both heat and capsaicin, are primary candidates. However, TRPA1 channels can heterodimerize with TRPV1 channels and carry genetic variants reported to modulate heat pain sensitivity. To address the role of these candidate genes in capsaicin-induced hypersensitization to heat, pain thresholds acquired before and after topical application of capsaicin and TRPA1/TRPV1 exomic sequences derived by next-generation sequencing were assessed in n = 75 healthy volunteers and the genetic information comprised 278 loci. Gaussian mixture modeling indicated 2 phenotype groups with high or low capsaicin-induced hypersensitization to heat. Unsupervised machine learning implemented as swarm-based clustering hinted at differences in the genetic pattern between these phenotype groups. Several methods of supervised machine learning implemented as random forests, adaptive boosting, k-nearest neighbors, naive Bayes, support vector machines, and for comparison, binary logistic regression predicted the phenotype group association consistently better when based on the observed genotypes than when using a random permutation of the exomic sequences. Of note, TRPA1 variants were more important for correct phenotype group association than TRPV1 variants. This indicates a role of the TRPA1 and TRPV1 next-generation sequencing-based genetic pattern in the modulation of the individual response to heat-related pain phenotypes. When considering earlier evidence that topical capsaicin can induce neuropathy-like quantitative sensory testing patterns in healthy subjects, implications for future analgesic treatments with transient receptor potential inhibitors arise.


Assuntos
Aprendizado de Máquina , Limiar da Dor/fisiologia , Dor/genética , Canal de Cátion TRPA1/genética , Canais de Cátion TRPV/genética , Capsaicina/farmacologia , Estudos de Associação Genética , Genótipo , Sequenciamento de Nucleotídeos em Larga Escala , Temperatura Alta , Humanos , Limiar da Dor/efeitos dos fármacos
7.
Pain ; 159(1): 11-24, 2018 01.
Artigo em Inglês | MEDLINE | ID: mdl-28700537

RESUMO

The comprehensive assessment of pain-related human phenotypes requires combinations of nociceptive measures that produce complex high-dimensional data, posing challenges to bioinformatic analysis. In this study, we assessed established experimental models of heat hyperalgesia of the skin, consisting of local ultraviolet-B (UV-B) irradiation or capsaicin application, in 82 healthy subjects using a variety of noxious stimuli. We extended the original heat stimulation by applying cold and mechanical stimuli and assessing the hypersensitization effects with a clinically established quantitative sensory testing (QST) battery (German Research Network on Neuropathic Pain). This study provided a 246 × 10-sized data matrix (82 subjects assessed at baseline, following UV-B application, and following capsaicin application) with respect to 10 QST parameters, which we analyzed using machine-learning techniques. We observed statistically significant effects of the hypersensitization treatments in 9 different QST parameters. Supervised machine-learned analysis implemented as random forests followed by ABC analysis pointed to heat pain thresholds as the most relevantly affected QST parameter. However, decision tree analysis indicated that UV-B additionally modulated sensitivity to cold. Unsupervised machine-learning techniques, implemented as emergent self-organizing maps, hinted at subgroups responding to topical application of capsaicin. The distinction among subgroups was based on sensitivity to pressure pain, which could be attributed to sex differences, with women being more sensitive than men. Thus, while UV-B and capsaicin share a major component of heat pain sensitization, they differ in their effects on QST parameter patterns in healthy subjects, suggesting a lack of redundancy between these models.


Assuntos
Capsaicina/farmacologia , Hiperalgesia/fisiopatologia , Limiar da Dor/fisiologia , Adulto , Feminino , Voluntários Saudáveis , Humanos , Aprendizado de Máquina , Masculino , Medição da Dor , Limiar da Dor/efeitos dos fármacos , Pele/efeitos dos fármacos , Pele/efeitos da radiação , Raios Ultravioleta , Adulto Jovem
8.
Eur J Clin Pharmacol ; 73(12): 1579-1587, 2017 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-28866743

RESUMO

BACKGROUND: Considering the increasing acknowledgment of the human sense of smell as a significant component of the quality of life, olfactory drug effects gain potential clinical importance. A recent observation in a human experimental context indicated that Δ9-tetrahydrocannabinol (THC) impaired the subject's performance in olfactory tests. To further analyze the role of THC in human olfaction, the present report addresses its effects on the central processing of olfactory stimuli. METHODS: Employing a placebo-controlled randomized crossover design, an oral dose of 20 mg THC was administered in 15 healthy volunteers. The central processing of olfactory input, consisting of short pulses of gaseous vanillin or hydrogen sulfide, and for comparison, of non-odorous but painful carbon dioxide, were investigated before and after administration of THC or placebo in a pharmacological functional magnet resonance imaging study. RESULTS: Following THC administration, the vanillin stimuli lost their pleasantness and became hedonically inert. This observation had its functional correlate in reduced stimulus-associated brain activations located in the left amygdala, the hippocampus and superior temporal pole (peak MNI coordinates x = - 27, y = - 1, z = - 26 mm p = 0.039). Differences in amygdala activations were significantly correlated with the corresponding differences in vanillin pleasantness (p = 0.025). By contrast, no effects were observed on the perception of processing of H2S stimuli. CONCLUSIONS: The results support that THC induced a modulation of the central processing of olfactory input. The THC-induced reduction in the pleasantness of a pleasurable odor was accompanied by reduced activations in the limbic system. Results agree with previous observation of negative effects of cannabinoids on the human sense of smell and strengthen the evidence that THC-based medications will be among drugs with olfactory side effects.


Assuntos
Encéfalo/efeitos dos fármacos , Dronabinol/farmacologia , Olfato/efeitos dos fármacos , Administração Oral , Adulto , Encéfalo/diagnóstico por imagem , Encéfalo/fisiologia , Estudos Cross-Over , Dronabinol/administração & dosagem , Humanos , Imageamento por Ressonância Magnética , Placebos , Adulto Jovem
9.
Clin J Pain ; 33(1): 37-43, 2017 01.
Artigo em Inglês | MEDLINE | ID: mdl-27300723

RESUMO

BACKGROUND: Skin sensitivity to sensory stimuli varies among different body areas. A standardized clinical quantitative sensory testing (QST) battery, established for the diagnosis of neuropathic pain, was used to assess whether the magnitude of differences between test sites reaches clinical significance. METHODS: Ten different sensory QST measures derived from thermal and mechanical stimuli were obtained from 21 healthy volunteers (10 men) and used to create somatosensory profiles bilateral from the dorsum of the hands (the standard area for the assessment of normative values for the upper extremities as proposed by the German Research Network on Neuropathic Pain) and bilateral at volar forearms as a neighboring nonstandard area. The parameters obtained were statistically compared between test sites. RESULTS: Three of the 10 QST parameters differed significantly with respect to the "body area," that is, warmth detection, thermal sensory limen, and mechanical pain thresholds. After z-transformation and interpretation according to the QST battery's standard instructions, 22 abnormal values were obtained at the hand. Applying the same procedure to parameters assessed at the nonstandard site forearm, that is, z-transforming them to the reference values for the hand, 24 measurements values emerged as abnormal, which was not significantly different compared with the hand (P=0.4185). CONCLUSIONS: Sensory differences between neighboring body areas are statistically significant, reproducing prior knowledge. This has to be considered in scientific assessments where a small variation of the tested body areas may not be an option. However, the magnitude of these differences was below the difference in sensory parameters that is judged as abnormal, indicating a robustness of the QST instrument against protocol deviations with respect to the test area when using the method of comparison with a 95 % confidence interval of a reference dataset.


Assuntos
Exame Físico/normas , Sensação Térmica , Tato , Adulto , Feminino , Antebraço , Mãos , Temperatura Alta , Humanos , Masculino , Neuralgia/diagnóstico , Limiar da Dor , Estimulação Física , Valores de Referência , Adulto Jovem
10.
Epigenomics ; 8(12): 1583-1599, 2016 12.
Artigo em Inglês | MEDLINE | ID: mdl-27685027

RESUMO

AIM: Exposure to opioids has been associated with epigenetic effects. Studies in rodents suggested a role of varying degrees of DNA methylation in the differential regulation of µ-opioid receptor expression across the brain. METHODS: In a translational investigation, using tissue acquired postmortem from 21 brain regions of former opiate addicts, representing a human cohort with chronic opioid exposure, µ-opioid receptor expression was analyzed at the level of DNA methylation, mRNA and protein. RESULTS & CONCLUSION: While high or low µ-opioid receptor expression significantly correlated with local OPRM1 mRNA levels, there was no corresponding association with OPRM1 methylation status. Additional experiments in human cell lines showed that changes in DNA methylation associated with changes in µ-opioid expression were an order of magnitude greater than differences in brain. Hence, different degrees of DNA methylation associated with chronic opioid exposure are unlikely to exert a major role in the region-specificity of µ-opioid receptor expression in the human brain.


Assuntos
Analgésicos Opioides/toxicidade , Encéfalo/efeitos dos fármacos , Metilação de DNA , Receptores Opioides mu/genética , Transtornos Relacionados ao Uso de Substâncias/genética , Adulto , Idoso , Idoso de 80 Anos ou mais , Encéfalo/metabolismo , Linhagem Celular Tumoral , Epigênese Genética , Feminino , Células HEK293 , Humanos , Masculino , Pessoa de Meia-Idade , Dor/metabolismo , RNA Mensageiro/metabolismo , Receptores Opioides mu/metabolismo , Transtornos Relacionados ao Uso de Substâncias/metabolismo , Adulto Jovem
11.
Neuropsychopharmacology ; 41(6): 1659-69, 2016 May.
Artigo em Inglês | MEDLINE | ID: mdl-26514581

RESUMO

Cannabinoids receive increasing interest as analgesic treatments. However, the clinical use of Δ(9)-tetrahydrocannabinol (Δ(9)-THC) has progressed with justified caution, which also owes to the incomplete mechanistic understanding of its analgesic effects, in particular its interference with the processing of sensory or affective components of pain. The present placebo-controlled crossover study therefore focused on the effects of 20 mg oral THC on the connectivity between brain areas of the pain matrix following experimental stimulation of trigeminal nocisensors in 15 non-addicted healthy volunteers. A general linear model (GLM) analysis identified reduced activations in the hippocampus and the anterior insula following THC administration. However, assessment of psychophysiological interaction (PPI) revealed that the effects of THC first consisted in a weakening of the interaction between the thalamus and the secondary somatosensory cortex (S2). From there, dynamic causal modeling (DCM) was employed to infer that THC attenuated the connections to the hippocampus and to the anterior insula, suggesting that the reduced activations in these regions are secondary to a reduction of the connectivity from somatosensory regions by THC. These findings may have consequences for the way THC effects are currently interpreted: as cannabinoids are increasingly considered in pain treatment, present results provide relevant information about how THC interferes with the affective component of pain. Specifically, the present experiment suggests that THC does not selectively affect limbic regions, but rather interferes with sensory processing which in turn reduces sensory-limbic connectivity, leading to deactivation of affective regions.


Assuntos
Analgésicos/farmacologia , Mapeamento Encefálico , Encéfalo/efeitos dos fármacos , Dronabinol/farmacologia , Vias Neurais/efeitos dos fármacos , Dor/tratamento farmacológico , Adulto , Encéfalo/diagnóstico por imagem , Encéfalo/fisiopatologia , Estudos Cross-Over , Método Duplo-Cego , Feminino , Neuroimagem Funcional , Hipocampo/diagnóstico por imagem , Hipocampo/efeitos dos fármacos , Hipocampo/fisiopatologia , Humanos , Imageamento por Ressonância Magnética , Masculino , Modelos Neurológicos , Vias Neurais/diagnóstico por imagem , Vias Neurais/fisiopatologia , Dor/fisiopatologia , Córtex Somatossensorial/diagnóstico por imagem , Córtex Somatossensorial/efeitos dos fármacos , Córtex Somatossensorial/fisiopatologia , Tálamo/diagnóstico por imagem , Tálamo/efeitos dos fármacos , Tálamo/fisiopatologia , Adulto Jovem
12.
PLoS One ; 10(7): e0132069, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26147732

RESUMO

OBJECTIVE: The perception of pain is susceptible to modulation by psychological and contextual factors. It has been shown that subjects judge noxious stimuli as more painful in a respective suggestive context, which disappears when the modifying context is resolved. However, a context in which subjects judge the painfulness of a nociceptive stimulus in exactly the opposite direction to that of the cues has never been shown so far. METHODS: Nociceptive stimuli (300 ms intranasal gaseous CO2) at the individual pain threshold level were applied after a visual cue announcing the stimulus as either "no pain", merely a "stimulus", or "pain". Among the stimuli at threshold level, other CO2 stimuli that were clearly below or above pain threshold were randomly interspersed. These were announced beforehand in 12 subjects randomly with correct or incorrect cues, i.e., clearly painful or clearly non-painful stimuli were announced equally often as not painful or painful. By contrast, in a subsequent group of another 12 subjects, the stimuli were always announced correctly with respect to the evoked pain. RESULTS: The random and often incorrect announcement of stimuli clearly below or above pain threshold caused the subjects to rate the stimuli at pain-threshold level in the opposite direction of the cue, i.e., when the stimuli were announced as "pain" significantly more often than as non-painful and vice versa (p < 10(-4)). By contrast, in the absence of incongruence between announcement and perception of the far-from-threshold stimuli, stimuli at pain threshold were rated in the cued direction. CONCLUSIONS: The present study revealed the induction of associations incongruent with a given message in the perception of pain. We created a context of unreliable cues whereby subjects perceived the stimulus opposite to that suggested by a prior cue, i.e., potentially nociceptive stimuli at pain threshold level that were announced as painful were judged as non-painful and vice versa. These findings are consistent with reported data on the effects of distrust on non-painful cognitive responses.


Assuntos
Cognição , Nociceptividade , Dor/fisiopatologia , Adolescente , Adulto , Feminino , Humanos , Masculino , Pessoa de Meia-Idade
13.
J Pain ; 16(8): 791-800, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-26056011

RESUMO

UNLABELLED: The clinical pattern of neuropathic pain, diagnosed using the quantitative sensory testing (QST) battery (German Research Network on Neuropathic Pain), could be partly mimicked in healthy volunteers after topical capsaicin application. However, similar to clinical neuropathic pain that develops in only a subgroup of patients who have a neurologic lesion, this attempt to mimick a neuropathic pain pattern succeeded only in a small fraction (18%) of healthy individuals. In the present assessment, we pursued the hypothesis that the inducible subgroup differed from the other healthy participants with respect to their psychological phenotype. Therefore, in an observational study, participants were assessed using a comprehensive set of psychological variables comprising general psychological and pain-related cognitive-emotional mechanisms. The sum scores of the questionnaires were significantly linearly correlated with each other. Principal component analysis indicated that a major source of variance (46%) could be attributed to dispositional optimism examined via the Life Orientation Test (LOT). The LOT score significantly differed between the groups of participants, either those in whom a neuropathy-like pattern of pain assessed via QST could be partly (50-60% of the 11 QST parameters) induced (n = 20) or not (n = 90; P = .0375). It emerged again as the main selection criterion in a classification and regression tree predicting a participant's group assignment (inducible neuropathy-like QST pattern versus noninducible neuropathy-like QST pattern) at a cross-validated accuracy of 95.5 ± 2.1%. Thus, the few participants in a random sample of healthy volunteers who, after topical capsaicin application, partly resemble (to a degree of about 60%) the clinical pattern of neuropathic pain in the QST test battery, are preselectable on the basis of psychological factors, with a particular emphasis on pessimistic life attitudes. PERSPECTIVE: In a small fraction of 18% of healthy volunteers, topical capsaicin application resulted in a neuropathy-like pattern in 50 to 60% of the components of a clinical test battery. These individuals displayed a more pessimistic life attitude as assessed by means of the LOT.


Assuntos
Transtornos do Humor/etiologia , Neuralgia/complicações , Neuralgia/psicologia , Otimismo , Adolescente , Adulto , Algoritmos , Capsaicina/toxicidade , Transtornos Cognitivos/etiologia , Feminino , Voluntários Saudáveis , Humanos , Masculino , Modelos Teóricos , Neuralgia/induzido quimicamente , Medição da Dor , Análise de Componente Principal , Fármacos do Sistema Sensorial/toxicidade , Inquéritos e Questionários , Adulto Jovem
15.
PLoS One ; 10(5): e0125822, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-25992576

RESUMO

BACKGROUND: It is assumed that different pain phenotypes are based on varying molecular pathomechanisms. Distinct ion channels seem to be associated with the perception of cold pain, in particular TRPM8 and TRPA1 have been highlighted previously. The present study analyzed the distribution of cold pain thresholds with focus at describing the multimodality based on the hypothesis that it reflects a contribution of distinct ion channels. METHODS: Cold pain thresholds (CPT) were available from 329 healthy volunteers (aged 18 - 37 years; 159 men) enrolled in previous studies. The distribution of the pooled and log-transformed threshold data was described using a kernel density estimation (Pareto Density Estimation (PDE)) and subsequently, the log data was modeled as a mixture of Gaussian distributions using the expectation maximization (EM) algorithm to optimize the fit. RESULTS: CPTs were clearly multi-modally distributed. Fitting a Gaussian Mixture Model (GMM) to the log-transformed threshold data revealed that the best fit is obtained when applying a three-model distribution pattern. The modes of the identified three Gaussian distributions, retransformed from the log domain to the mean stimulation temperatures at which the subjects had indicated pain thresholds, were obtained at 23.7 °C, 13.2 °C and 1.5 °C for Gaussian #1, #2 and #3, respectively. CONCLUSIONS: The localization of the first and second Gaussians was interpreted as reflecting the contribution of two different cold sensors. From the calculated localization of the modes of the first two Gaussians, the hypothesis of an involvement of TRPM8, sensing temperatures from 25 - 24 °C, and TRPA1, sensing cold from 17 °C can be derived. In that case, subjects belonging to either Gaussian would possess a dominance of the one or the other receptor at the skin area where the cold stimuli had been applied. The findings therefore support a suitability of complex analytical approaches to detect mechanistically determined patterns from pain phenotype data.


Assuntos
Limiar da Dor/fisiologia , Sensação Térmica/fisiologia , Adolescente , Adulto , Canais de Cálcio/metabolismo , Temperatura Baixa , Feminino , Humanos , Masculino , Proteínas do Tecido Nervoso/metabolismo , Pele/metabolismo , Canal de Cátion TRPA1 , Canais de Cátion TRPM/metabolismo , Canais de Potencial de Receptor Transitório/metabolismo , Adulto Jovem
16.
Pain ; 156(3): 405-414, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25687540

RESUMO

Human experimental pain models are widely used to study drug effects under controlled conditions, but they require further optimization to better reflect clinical pain conditions. To this end, we measured experimentally induced pain in 110 (46 men) healthy volunteers. The quantitative sensory testing (QST) battery (German Research Network on Neuropathic Pain) was applied on untreated ("control") and topical capsaicin-hypersensitized ("test") skin. Z-transformed QST-parameter values obtained at the test site were compared with corresponding values published from 1236 patients with neuropathic pain using Bayesian statistics. Subjects were clustered for the resemblance of their QST pattern to neuropathic pain. Although QST parameter values from the untreated site agreed with reference values, several QST parameters acquired at the test site treated with topical capsaicin deviated from normal. These deviations resembled in 0 to 7 parameters of the QST pattern observed in patients with neuropathic pain. Higher degrees (50%-60%) of resemblance to neuropathic QST pattern were obtained in 18% of the subjects. Inclusion in the respective clusters was predictable at a cross-validated accuracy of 86.9% by a classification and regression tree comprising 3 QST parameters (mechanical pain sensitivity, wind-up ratio, and z-transformed thermal sensory limen) from the control sites. Thus, we found that topical capsaicin partly induced the desired clinical pattern of neuropathic pain in a preselectable subgroup of healthy subjects to a degree that fuels expectations that experimental pain models can be optimized toward mimicking clinical pain. The subjects, therefore, qualify for enrollment in analgesic drug studies that use highly selected cohorts to enhance predictivity for clinical analgesia.


Assuntos
Capsaicina/efeitos adversos , Neuralgia/induzido quimicamente , Neuralgia/fisiopatologia , Fármacos do Sistema Sensorial/efeitos adversos , Adolescente , Adulto , Teorema de Bayes , Feminino , Voluntários Saudáveis , Humanos , Masculino , Medição da Dor , Limiar da Dor/efeitos dos fármacos , Sensação/efeitos dos fármacos , Adulto Jovem
17.
Pain ; 155(10): 2014-21, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-25020003

RESUMO

Human experimental pain models are widely used to study drug effects under controlled conditions. However, efforts to improve both animal and human experimental model selection, on the basis of increased understanding of the underlying pathophysiological pain mechanisms, have been disappointing, with poor translation of results to clinical analgesia. We have developed an alternative approach to the selection of suitable pain models that can correctly predict drug efficacy in particular clinical settings. This is based on the analysis of successful or unsuccessful empirical prediction of clinical analgesia using experimental pain models. We analyzed statistically the distribution of published mutual agreements or disagreements between drug efficacy in experimental and clinical pain settings. Significance limits were derived by random permutations of agreements. We found that a limited subset of pain models predicts a large number of clinically relevant pain settings, including efficacy against neuropathic pain for which novel analgesics are particularly needed. Thus, based on empirical evidence of agreement between drugs for their efficacy in experimental and clinical pain settings, it is possible to identify pain models that reliably predict clinical analgesic drug efficacy in cost-effective experimental settings.


Assuntos
Analgesia/métodos , Analgésicos/uso terapêutico , Modelos Teóricos , Dor/tratamento farmacológico , Humanos
18.
Br J Clin Pharmacol ; 78(5): 961-9, 2014 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-24802974

RESUMO

AIMS: Olfactory loss impairs the patient's quality of life. In individualized therapies, olfactory drug effects gain clinical importance. Molecular evidence suggests that among drugs with potential olfactory effects is Δ(9) -tetrahydrocannabinol (THC), which is approved for several indications, including neuropathic pain or analgesia in cancer patients. The present study aimed at assessing the olfactory effects of THC to be expected during analgesic treatment. METHODS: The effects of 20 mg oral THC on olfaction were assessed in a placebo-controlled, randomized cross-over study in healthy volunteers. Using an established olfactory test (Sniffin' Sticks), olfactory thresholds, odour discrimination and odour identification were assessed in 15 subjects at baseline and 2 h after THC administration. RESULTS: Δ(9) -Tetrahydrocannabinol impaired the performance of subjects (n = 15) in the olfactory test. Specifically, olfactory thresholds were increased and odour discrimination performance was reduced. This resulted in a significant drop in composite threshold, discrimination, identification (TDI) olfactory score by 5.5 points (from 37.7 ± 4.2 to 32.2 ± 5.6, 95% confidence interval for differences THC vs. placebo, -7.8 to -2.0, P = 0.003), which is known to be a subjectively perceptible impairment of olfactory function. CONCLUSIONS: Considering the resurgence of THC in medical use for several pathological conditions, the present results indicate that THC-based analgesics may be accompanied by subjectively noticeable reductions in olfactory acuity. In particular, for patients relying on their sense of smell, this might be relevant information for personalized therapy strategies.


Assuntos
Analgésicos não Narcóticos/efeitos adversos , Discriminação Psicológica/efeitos dos fármacos , Dronabinol/efeitos adversos , Voluntários Saudáveis , Percepção Olfatória/efeitos dos fármacos , Administração Oral , Adulto , Analgésicos não Narcóticos/administração & dosagem , Analgésicos não Narcóticos/farmacologia , Estudos Cross-Over , Interpretação Estatística de Dados , Método Duplo-Cego , Dronabinol/administração & dosagem , Dronabinol/farmacologia , Feminino , Voluntários Saudáveis/psicologia , Humanos , Masculino , Odorantes/análise
19.
PLoS One ; 9(4): e95592, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24752136

RESUMO

BACKGROUND: TRPA1 ion channels are involved in nociception and are also excited by pungent odorous substances. Based on reported associations of TRPA1 genetics with increased sensitivity to thermal pain stimuli, we therefore hypothesized that this association also exists for increased olfactory sensitivity. METHODS: Olfactory function and nociception was compared between carriers (n = 38) and non-carriers (n = 43) of TRPA1 variant rs11988795 G>A, a variant known to enhance cold pain perception. Olfactory function was quantified by assessing the odor threshold, odor discrimination and odor identification, and by applying 200-ms pulses of H2S intranasal. Nociception was assessed by measuring pain thresholds to experimental nociceptive stimuli (blunt pressure, electrical stimuli, cold and heat stimuli, and 200-ms intranasal pulses of CO2). RESULTS: Among the 11 subjects with moderate hyposmia, carriers of the minor A allele (n = 2) were underrepresented (34 carriers among the 70 normosmic subjects; p = 0.049). Moreover, carriers of the A allele discriminated odors significantly better than non-carriers (13.1±1.5 versus 12.3±1.6 correct discriminations) and indicated a higher intensity of the H2S stimuli (29.2±13.2 versus 21±12.8 mm VAS, p = 0.006), which, however, could not be excluded to have involved a trigeminal component during stimulation. Finally, the increased sensitivity to thermal pain could be reproduced. CONCLUSIONS: The findings are in line with a previous association of a human TRPA1 variant with nociceptive parameters and extend the association to the perception of odorants. However, this addresses mainly those stimulants that involve a trigeminal component whereas a pure olfactory effect may remain disputable. Nevertheless, findings suggest that future TRPA1 modulating drugs may modify the perception of odorants.


Assuntos
Canais de Cálcio/genética , Proteínas do Tecido Nervoso/genética , Nociceptividade , Polimorfismo de Nucleotídeo Único/genética , Olfato/genética , Canais de Potencial de Receptor Transitório/genética , Adulto , Feminino , Humanos , Masculino , Dor/genética , Fenótipo , Semântica , Canal de Cátion TRPA1 , Adulto Jovem
20.
Pharmacogenomics ; 14(15): 1915-25, 2013 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-24236490

RESUMO

The human µ-opioid receptor variant 118 A>G (rs1799971) has become one of the most analyzed genetic variants in the pain field. At the molecular level, the variant reduces opioid receptor signaling efficiency and expression, the latter probably via a genetic-epigenetic interaction. In experimental settings, the variant was reproducibly associated with decreased effects of exogenous opioids. However, this translates into very small clinical effects (meta-analysis of 14 studies: Cohen's d = 0.096; p = 0.008), consisting of slightly higher opioid dosing requirements in peri- and post-operative settings. An effect can neither be maintained for chronic analgesic therapy nor for opioid side effects. It seems unlikely that further studies will reveal larger effect sizes and, therefore, further analyses appear unwarranted. Thus, due to its small effect size, the SNP is without major clinical relevance as a solitary variant, but should be regarded as a part of complex genotypes underlying pain and analgesia.


Assuntos
Variação Genética/genética , Dor/genética , Receptores Opioides mu/genética , Humanos
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