Hyperalgesic effect induced by barbiturates, midazolam and ethanol: pharmacological evidence for GABA-A receptor involvement

Remodelling structure-based drug design using machine learning

To keep up with the pace of rapid discoveries in biomedicine, a plethora of research endeavors had been directed toward Rational Drug Development that slowly gave way to Structure-Based Drug Design (SBDD). In the past few decades, SBDD played a stupendous role in identification of novel drug-like molecules that are capable of altering the structures and/or functions of the target macromolecules involved in different disease pathways and networks. Unfortunately, post-delivery drug failures due to adverse drug interactions have constrained the use of SBDD in biomedical applications. However, recent technological advancements, along with parallel surge in clinical research have led to the concomitant establishment of other powerful computational techniques such as Artificial Intelligence (AI) and Machine Learning (ML). These leading-edge tools with the ability to successfully predict side-effects of a wide range of drugs have eventually taken over the field of drug design. ML, a subset of AI, is a robust computational tool that is capable of data analysis and analytical model building with minimal human intervention. It is based on powerful algorithms that use huge sets of 'training data' as inputs to predict new output values, which improve iteratively through experience. In this review, along with a brief discussion on the evolution of the drug discovery process, we have focused on the methodologies pertaining to the technological advancements of machine learning. This review, with specific examples, also emphasises the tremendous contributions of ML in the field of biomedicine, while exploring possibilities for future developments.

New evidence for refinement of anesthetic choice in procedures preceding the forced swimming test and the elevated plus-maze

Previous studies indicated that some general anesthetics induce long-term antidepressant and/or anxiolytic-like effects. This raises the concern about the use of anesthesia in surgeries that precede psychopharmacological tests, since it may be a potential bias on results depending on the experimental design used. Thus, we evaluated whether general anesthetics used in surgeries preceding psychopharmacological tests would affect rats behavior in tests predictive of antidepressant or anxiolytic-like effects. We tested if a single exposure to sub-anesthetic or anesthetic doses of tribromoethanol, chloral hydrate, thiopental or isoflurane would change rats behavior in the forced swimming test (FST) or in the elevated plus-maze (EPM) test, at 2 h or 7 days after their administration. We also evaluated whether prior anesthesia would interfere in the detection of the antidepressant-like effect of imipramine or the anxiolytic-like effect of diazepam. Previous anesthesia with the aforementioned anesthetics did not change rats behaviors in FST per se nor it changed the antidepressant-like effect induced by imipramine treatment. Rats previously anesthetized with tribromoethanol or chloral hydrate exhibited, respectively, anxiogenic-like and anxiolytic-like behaviors in the EPM. Prior anesthesia with thiopental or isoflurane did not produce any per se effect in rats behaviors in the EPM nor disturbed the anxiolytic-like effect of diazepam. Our results suggest that, in our experimental conditions, tribromoethanol and chloral hydrate are improper anesthetics for surgeries that precede behavioral analysis in the EPM. Isoflurane or thiopental may be suitable for anesthesia before evaluation in the EPM or in the FST.

Ethanol facilitates socially evoked memory recall in mice by recruiting pain-sensitive anterior cingulate cortical neurons

Alcohol is a traditional social-bonding reinforcer; however, the neural mechanism underlying ethanol-driven social behaviors remains elusive. Here, we report that ethanol facilitates observational fear response. Observer mice exhibited stronger defensive immobility while observing cagemates that received repetitive foot shocks if the observer mice had experienced a brief priming foot shock. This enhancement was associated with an observation-induced recruitment of subsets of anterior cingulate cortex (ACC) neurons in the observer mouse that were responsive to its own pain. The vicariously activated ACC neurons projected their axons preferentially to the basolateral amygdala. Ethanol shifted the ACC neuronal balance toward inhibition, facilitated the preferential ACC neuronal recruitment during observation, and enhanced observational fear response, independent of an oxytocin signaling pathway. Furthermore, ethanol enhanced socially evoked fear response in autism model mice.

Comparative effects of the ω3 polyunsaturated fatty acid derivatives resolvins E1 and D1 and protectin DX in models of inflammation and pain

Purpose

Specialized pro-resolving lipid mediators (SPMs), also known as lipoxins, resolvins (Rvs), protectins and maresins, have been implicated in the resolution of the inflammatory process. However, a systematic comparison of their activity in the relief of inflammation and pain models is still lacking.

Materials and methods

The effects of Rvs E1 and D1 and protectin DX (PDX) were assessed in rat paws inflamed by the standard proinflammatory stimulus carrageenan or by histamine, 5-hydroxytryptamine, substance P or prostaglandin E₂. The experimental outcomes were the mechanical nociceptive threshold and increase in paw volume as a measure of pain and edema formation, respectively. The analgesic and anti-inflammatory activities of the indicated SPMs were also compared with nonsteroidal (indomethacin and celecoxib) and steroidal (dexamethasone) anti-inflammatory drugs.

Results

Only RvE1 and RvD1 presented analgesic and anti-inflammatory activities in the carrageenan model, and RvE1 was twice as potent as RvD1. Both substances tended to be better analgesics than anti-inflammatory agents, with a modeling profile similar to steroidal anti-inflammatory drugs. However, proinflammatory effects (edema formation) were also detected when the mediators histamine, 5-hydroxytryptamine or substance P replaced carrageenan as the proinflammatory stimuli. The analgesic and anti-inflammatory effects of resolvins were specifically prevented by an antagonist of the leukotriene B₄ receptor 1 (BLT1).

Conclusion

Rvs, as analgesic agents, may be better therapeutic agents than nonsteroidal anti-inflammatory drugs, the current choice in the relief of pain of an inflammatory origin. However, the possibility of developing adverse effects cannot be overlooked.

The effectiveness of ibuprofen and lorazepam combination therapy in treating the symptoms of acute Migraine: A randomized clinical trial

Background

Migraine is a common, episodic and debilitating disease. The migraineur not only suffers from pain, but also lives with a diminished to poor quality of life. Several medicinal therapies are used to abate the debilitating symptoms of this disease.

Objective

The present study was conducted to determine the effectiveness of Ibuprofen and Lorazepam combination therapy in treating the symptoms of acute migraine.

Methods

The present randomized clinical trial study used the pretest-posttest design with three comparison treatments, to examine 90 patients with an average of two to six attacks per month and an initial diagnosis of migraine based on the International Headache Society (HIS) criteria. The study was conducted on patients during the first half of 2014 with a diagnosis of acute migraine attack who were referred to Babol Ayatollah Rouhani Hospital in Iran. The patients were randomly divided into three groups of 30. The first group was administered 200 mg Ibuprofen capsules, the second group 400 mg Ibuprofen capsules and the third group a combination of 200 mg Ibuprofen capsules and 1 mg Lorazepam tablets. The medications were taken in the presence of the researcher. A checklist was used to assess the severity of headache and other migraine symptoms such as nausea, vomiting, photophobia and phonophobia in the patients, before and two hours after the intervention. Data were analyzed in SPSS-18 using the Mann-Whitney test, the McNemar test, Wilcoxon’s test, the NOVA and the Chi-squared test at the significance level of p<0.05, and power analysis with 30 patients in each group to perform this study was 0.8(1-β).

Results

The mean age of participants was reported as 52±8 years and the condition was more frequent in women (56%). All three treatment regimens reduced the severity of headache significantly in the patients (p<0.001); nevertheless, the combination therapy used, produced the lowest mean severity of headache (p<0.001). The highest reduction in nausea and vomiting was (3.3%). None of the patients in either of the three groups reported phonophobia after the intervention, but only the patients in the combination therapy group reported no instance of photophobia.

Conclusions

Given the greater effectiveness of combination therapy with Ibuprofen and Lorazepam in alleviating the symptoms of acute migraine compared to single-drug treatments with Ibuprofen, Lorazepam is recommended to be used as a first line treatment for acute migraine.

Clinical trial registration

The trial was registered at the Thai Clinical Trials Registry (TCTR) (http://www.clinicaltrials.in.th/) with the ID: TCTR20160927003.

Funding

The authors received no financial support for the research, authorship, and/or publication of this article.

Ethanol Increases Mechanical Pain Sensitivity in Rats via Activation of GABAA Receptors in Medial Prefrontal Cortex

Ethanol is widely known for its ability to cause dramatic changes in emotion, social cognition, and behavior following systemic administration in humans. Human neuroimaging studies suggest that alcohol dependence and chronic pain may share common mechanisms through amygdala-medial prefrontal cortex (mPFC) interactions. However, whether acute administration of ethanol in the mPFC can modulate pain perception is unknown. Here we showed that bilateral microinjections of ethanol into the prelimbic and infralimbic areas of the mPFC lowered the bilateral mechanical pain threshold for 48 h without influencing thermal pain sensitivity in adult rats. However, bilateral microinjections of artificial cerebrospinal fluid into the mPFC or bilateral microinjections of ethanol into the dorsolateral PFC (also termed as motor cortex area 1 in Paxinos and Watson's atlas of The Rat Brain. Elsevier Academic Press, Amsterdam, 2005) failed to do so, suggesting regional selectivity of the effects of ethanol. Moreover, bilateral microinjections of ethanol did not change the expression of either pro-apoptotic (caspase-3 and Bax) or anti-apoptotic (Bcl-2) proteins, suggesting that the dose was safe and validating the method used in the current study. To determine whether γ-aminobutyric acid A (GABAA) receptors are involved in mediating the ethanol effects, muscimol, a selective GABAA receptor agonist, or bicuculline, a selective GABAA receptor antagonist, was administered alone or co-administered with ethanol through the same route into the bilateral mPFC. The results showed that muscimol mimicked the effects of ethanol while bicuculline completely reversed the effects of ethanol and muscimol. In conclusion, ethanol increases mechanical pain sensitivity through activation of GABAA receptors in the mPFC of rats.

The relation between the effect of a subhypnotic dose of thiopental on claw pain threshold in rats and adrenalin, noradrenalin and dopamine levels

Thiopental sodium (TPS) needs to be applied together with adrenalin in order to establish its analgesic effect in general anesthesia. We aimed to investigate the effect of TPS on the claw pain threshold in rats and evaluated its relationship with endogenous adrenalin (ADR), noradrenalin (NDR), and dopamine (DOP) levels. Intact and adrenalectomized rats were used in the experiment. Intact animals were divided into the following groups: 15 mg/kg TPS (TS), 0.3 mg/kg ADR+15 mg/kg TPS (ATS) and 0.3 mg/kg ADR alone (ADR). Adrenalectomized animals were divided into the following groups: 15 mg/kg TPS (A-TS), 0.3 mg/kg ADR+15 mg/kg TPS (A-ATS) and 0.3 mg/kg ADR alone (A-ADR). Claw pain threshold and blood ADR, NDR, and DOP levels were measured. The TS group’s claw pain threshold was found low. However, the claw pain thresholds of the ATS and ADR groups increased significantly. In the A-TS group, the pain threshold decreased compared with normal, and in the A-ATS and A-ADR groups, the pain threshold increased. TPS reduced the blood ADR levels in intact rats; however, no significant changes were observed in the NDR and DOP levels. #TPS provides hyperalgesia by reducing the production of ADR in rats. The present study shows that to achieve analgesic activity, TPS needs to be applied together with ADR.

Midazolam enhances the analgesic properties of dexmedetomidine in the rat

OBJECTIVE

To investigate the analgesic properties of different dose combinations of midazolam and dexmedetomidine administered intraperitoneally (IP) in the rat.

STUDY DESIGN

Prospective experimental trial.

ANIMALS

Seventy adult male Sprague Dawley rats weighing 250-300 g.

METHODS

Dexmedetomidine (D) 0.03, 0.06, 0.09, 0.12, 0.15, 0.18, 0.21 mg kg(-1) and midazolam (M) 5, 10, 25, 50 mg kg(-1) were administered IP, alone then in combinations ranging from 0.03 D:5 M to 0.18 D:30 M mg kg(-1). Analgesia was evaluated using the tail-flick test at time 0 (before injection), 15, 30, 45, 60 and 75 minutes.

RESULTS

Midazolam at all doses administered (5-50 mg kg(-1)) did not significantly change tail-flick latencies from baseline values whereas D showed clear dose-dependent increases in tail-flick latency for doses administered in the range of 0.03-0.18 mg kg(-1). Tail-flick latencies in rats administered D+M combinations were significantly greater than D alone (p<0.05).

CONCLUSIONS

A dose-related analgesic effect was demonstrated for D in the rat, which was enhanced by co-administration of M.

CLINICAL RELEVANCE

The combination of D+M administered IP to rats at doses of 0.12:20 and 0.09:15 mg kg(-1) was shown to be a good combination to provide sedation/analgesia with a duration of action greater than 60 minutes. The onset of sedation was rapid (1-3 minutes), and onset of profound analgesia was reached within 5-10 minutes.

Prevention by celecoxib of secondary hyperalgesia induced by formalin in rats

Administration of formalin in rat paws results in stimulation of nociceptive pathways, which leads to an increase in the excitability of neurons present in dorsal horn. This increased neuron excitability, described as central sensitization, may result in development of inflammatory pain at a distant site of injury application, known as secondary hyperalgesia. The aim of the present study was to verify whether formalin injection in rat paws would lead to secondary hyperalgesia development, as measured by the tail-flick test. We also aimed to investigate whether celecoxib, a specific cyclooxygenase 2 (COX-2) inhibitor, would affect secondary hyperalgesia. Formalin injected into the rat paws significantly reduced the latency for a flick response in the rat tail, which characterized development of secondary hyperalgesia. In addition, formalin-induced secondary hyperalgesia was locally prevented by pre-but not post-celecoxib treatment. However, celecoxib administered spinally inhibited formalin-induced secondary hyperalgesia, either administered previously or following formalin. In contrast, piroxicam, an unspecific COX inhibitor which displays an increased selectivity towards COX-1, only prevented secondary hyperalgesia to formalin at a high dose following spinal administration. Taken together, these results suggest that COX-2 plays an important role both in the central and in the peripheral nerve sensitization following formalin administration in rat paws. They also suggested that once central sensitization starts it can no longer be blocked by a specific COX-2 inhibitor administered locally. Notwithstanding, spinal administration of a specific COX-2 inhibitor still blocks ongoing sensitization and prevents maintenance of central sensitization.

Evidence for participation of GABA(A) receptors in a rat model of secondary hyperalgesia

We investigated the involvement of endogenous gamma-aminobutyric acid (GABA) in the modulation of secondary hyperalgesia induced by intraplantar (i.pl.) injection of 5% formalin in the rat tail-flick test. Intraplantar injection of gabamimetic drugs such as gabapentin (150-600 microg/site) or phenobarbital (20-80 microg/site) reversed secondary hyperalgesia, as measured by an increase in the tail-flick latency, thus displaying a peripheral antihyperalgesic effect. Central inhibition of the secondary hyperalgesia response by gabapentin was obtained following injection of either 200 microg intrathecally (i.t.) or 50 mg intraperitoneally (i.p.). The effects induced by gabamimetics were blocked locally or centrally by prior treatment with the specific GABA(A) receptor antagonist, bicuculline (80 ng/paw or 20 ng, i.t.). These data indicate the participation of endogenous GABA in the modulation of secondary hyperalgesia, through either a peripheral and/or a central action. They also indicate that GABA(A) receptors might be involved since a specific antagonist of these receptors (bicuculline) blocked this response.

Acute phenobarbital administration induces hyperalgesia: pharmacological evidence for the involvement of supraspinal GABA-A receptors

The aim of the present study was to determine if phenobarbital affects the nociception threshold. Systemic (1-20 mg/kg) phenobarbital administration dose dependently induced hyperalgesia in the tail-flick, hot-plate and formalin tests in rats and in the abdominal constriction test in mice. Formalin and abdominal constriction tests were the most sensitive procedures for the detection of hyperalgesia in response to phenobarbital compared with the tail-flick and hot-plate tests. The hyperalgesia induced by systemic phenobarbital was blocked by previous administration of 1 mg/kg ip picrotoxin or either 1-2 mg/kg sc or 10 ng icv bicuculline. Intracerebroventricular phenobarbital administration (5 microg) induced hyperalgesia in the tail-flick test. In contrast, intrathecal phenobarbital administration (5 microg) induced antinociception and blocked systemic-induced hyperalgesia in this test. We suggest that phenobarbital may mediate hyperalgesia through GABA-A receptors at supraspinal levels and antinociception through the same kind of receptors at spinal levels.

Midazolam-induced hyperalgesia in rats: modulation via GABA(A) receptors at supraspinal level

The effect of benzodiazepines on the nociceptive threshold was studied in rats using the tail-flick and the formalin tests. Systemic injection of midazolam (10 mg/kg, i.p.) induced a significant decrease of the tail-flick latency and produced a long-lasting nociceptive effect in the formalin test, thus characterising a hyperalgesic state. The hyperalgesia induced by midazolam in the tail-flick test was blocked by flumazenil, a specific antagonist for benzodiazepine sites associated with GABA(A) receptors. Picrotoxin, a Cl- channel blocker, inhibited midazolam-induced hyperalgesia in both tests. Midazolam caused hyperalgesia when administered intracerebroventricularly (i.c.v.; 25 microg) but not intrathecally (i.t.; 75 microg). I.c.v. but not i.t. (5 microg) injection of flumazenil suppressed the hyperalgesia induced by midazolam (10 mg/kg, i.p.). Combination of non-hyperalgesic doses of diazepam (10 mg/kg, i.p.) or ethanol (0.48 g/kg, oral) with midazolam (5 mg/kg, i.p.) also induced hyperalgesia. Our results demonstrate that midazolam and diazepam alone or in combination with ethanol can produce hyperalgesia by interacting with GABA(A) receptors at the supraspinal level in rats. The risk of hyperalgesia should be taken in account when these drugs are used in combination in humans.