
Varenicline
Description
This compound is a prescription medication used to treat smoking addiction. This medication is the first approved nicotinic receptor partial agonist. Specifically, this compound is a partial agonist of the alpha4/beta2 subtype of the nicotinic acetylcholine receptor. In addition it acts on alpha3/beta4 and weakly on alpha3beta2 and alpha6-containing receptors. A full agonism was displayed on alpha7-receptors. On March 9, 2015, the U.S. Food and Drug Administration warned that this compound, in the form of Pfizer Inc's quit-smoking drug, Chantix, has been associated with seizures and that some patients who drink while taking the drug may become aggressive or black out. Pfizer is conducting an additional safety study of the drug, results of which are expected in late 2015. The FDA said it is keeping the black box in place at least until the results of the trial are announced.
This compound is a Partial Cholinergic Nicotinic Agonist and Cholinergic Receptor Agonist. The mechanism of action of this compound is as a Partial Cholinergic Nicotinic Agonist and Cholinergic Agonist.
This compound is a partial agonist of the nicotinic acetylcholine receptor and is used to help in smoking cessation. This compound has been associated with a low rate of serum enzyme elevations during therapy and, since approval and its widescale use, with rare instances of clinically apparent mild liver injury.
This compound is a partial agonist of the nicotinic acetylcholine receptor (nAChR) subtype alpha4beta2. Nicotine stimulation of central alpha4beta2 nAChRs located at presynaptic terminals in the nucleus accumbens causes the release of the neurotransmitter dopamine, which may be associated with the experience of pleasure; nicotine addiction constitutes a physiologic dependence related to this dopaminergic reward system. As an AChR partial agonist, this compound attenuates the craving and withdrawal symptoms that occur with abstinence from nicotine but is not habit-forming itself.
This compound is a prescription medication used to treat smoking addiction. This medication is the first approved nicotinic receptor partial agonist. Specifically, this compound is a partial agonist of the alpha4/beta2 subtype of the nicotinic acetylcholine receptor. In addition it acts on alpha3/beta4 and weakly on alpha3beta2 and alpha6-containing receptors. A full agonism was displayed on alpha7-receptors.
A benzazepine derivative that functions as an ALPHA4-BETA2 NICOTINIC RECEPTOR partial agonist. It is used for SMOKING CESSATION.
See also: this compound Tartrate (has salt form).
Properties
IUPAC Name |
(1S,12R)-5,8,14-triazatetracyclo[10.3.1.02,11.04,9]hexadeca-2,4,6,8,10-pentaene | |
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Details | Computed by Lexichem TK 2.7.0 (PubChem release 2021.05.07) | |
Source | PubChem | |
URL | https://pubchem.ncbi.nlm.nih.gov | |
Description | Data deposited in or computed by PubChem | |
InChI |
InChI=1S/C13H13N3/c1-2-16-13-5-11-9-3-8(6-14-7-9)10(11)4-12(13)15-1/h1-2,4-5,8-9,14H,3,6-7H2/t8-,9+ | |
Details | Computed by InChI 1.0.6 (PubChem release 2021.05.07) | |
Source | PubChem | |
URL | https://pubchem.ncbi.nlm.nih.gov | |
Description | Data deposited in or computed by PubChem | |
InChI Key |
JQSHBVHOMNKWFT-DTORHVGOSA-N | |
Details | Computed by InChI 1.0.6 (PubChem release 2021.05.07) | |
Source | PubChem | |
URL | https://pubchem.ncbi.nlm.nih.gov | |
Description | Data deposited in or computed by PubChem | |
Canonical SMILES |
C1C2CNCC1C3=CC4=NC=CN=C4C=C23 | |
Details | Computed by OEChem 2.3.0 (PubChem release 2021.05.07) | |
Source | PubChem | |
URL | https://pubchem.ncbi.nlm.nih.gov | |
Description | Data deposited in or computed by PubChem | |
Isomeric SMILES |
C1[C@@H]2CNC[C@H]1C3=CC4=NC=CN=C4C=C23 | |
Details | Computed by OEChem 2.3.0 (PubChem release 2021.05.07) | |
Source | PubChem | |
URL | https://pubchem.ncbi.nlm.nih.gov | |
Description | Data deposited in or computed by PubChem | |
Molecular Formula |
C13H13N3 | |
Details | Computed by PubChem 2.1 (PubChem release 2021.05.07) | |
Source | PubChem | |
URL | https://pubchem.ncbi.nlm.nih.gov | |
Description | Data deposited in or computed by PubChem | |
DSSTOX Substance ID |
DTXSID70891447 | |
Record name | Varenicline | |
Source | EPA DSSTox | |
URL | https://comptox.epa.gov/dashboard/DTXSID70891447 | |
Description | DSSTox provides a high quality public chemistry resource for supporting improved predictive toxicology. | |
Molecular Weight |
211.26 g/mol | |
Details | Computed by PubChem 2.1 (PubChem release 2021.05.07) | |
Source | PubChem | |
URL | https://pubchem.ncbi.nlm.nih.gov | |
Description | Data deposited in or computed by PubChem | |
Physical Description |
Solid | |
Record name | Varenicline | |
Source | Human Metabolome Database (HMDB) | |
URL | http://www.hmdb.ca/metabolites/HMDB0015398 | |
Description | The Human Metabolome Database (HMDB) is a freely available electronic database containing detailed information about small molecule metabolites found in the human body. | |
Explanation | HMDB is offered to the public as a freely available resource. Use and re-distribution of the data, in whole or in part, for commercial purposes requires explicit permission of the authors and explicit acknowledgment of the source material (HMDB) and the original publication (see the HMDB citing page). We ask that users who download significant portions of the database cite the HMDB paper in any resulting publications. | |
Solubility |
8.77e-02 g/L | |
Record name | Varenicline | |
Source | Human Metabolome Database (HMDB) | |
URL | http://www.hmdb.ca/metabolites/HMDB0015398 | |
Description | The Human Metabolome Database (HMDB) is a freely available electronic database containing detailed information about small molecule metabolites found in the human body. | |
Explanation | HMDB is offered to the public as a freely available resource. Use and re-distribution of the data, in whole or in part, for commercial purposes requires explicit permission of the authors and explicit acknowledgment of the source material (HMDB) and the original publication (see the HMDB citing page). We ask that users who download significant portions of the database cite the HMDB paper in any resulting publications. | |
CAS No. |
249296-44-4 | |
Record name | Varenicline [INN:BAN] | |
Source | ChemIDplus | |
URL | https://pubchem.ncbi.nlm.nih.gov/substance/?source=chemidplus&sourceid=0249296444 | |
Description | ChemIDplus is a free, web search system that provides access to the structure and nomenclature authority files used for the identification of chemical substances cited in National Library of Medicine (NLM) databases, including the TOXNET system. | |
Record name | Varenicline | |
Source | EPA DSSTox | |
URL | https://comptox.epa.gov/dashboard/DTXSID70891447 | |
Description | DSSTox provides a high quality public chemistry resource for supporting improved predictive toxicology. | |
Record name | VARENICLINE | |
Source | FDA Global Substance Registration System (GSRS) | |
URL | https://gsrs.ncats.nih.gov/ginas/app/beta/substances/W6HS99O8ZO | |
Description | The FDA Global Substance Registration System (GSRS) enables the efficient and accurate exchange of information on what substances are in regulated products. Instead of relying on names, which vary across regulatory domains, countries, and regions, the GSRS knowledge base makes it possible for substances to be defined by standardized, scientific descriptions. | |
Explanation | Unless otherwise noted, the contents of the FDA website (www.fda.gov), both text and graphics, are not copyrighted. They are in the public domain and may be republished, reprinted and otherwise used freely by anyone without the need to obtain permission from FDA. Credit to the U.S. Food and Drug Administration as the source is appreciated but not required. | |
Record name | VARENICLINE | |
Source | Hazardous Substances Data Bank (HSDB) | |
URL | https://pubchem.ncbi.nlm.nih.gov/source/hsdb/7591 | |
Description | The Hazardous Substances Data Bank (HSDB) is a toxicology database that focuses on the toxicology of potentially hazardous chemicals. It provides information on human exposure, industrial hygiene, emergency handling procedures, environmental fate, regulatory requirements, nanomaterials, and related areas. The information in HSDB has been assessed by a Scientific Review Panel. | |
Record name | Varenicline | |
Source | Human Metabolome Database (HMDB) | |
URL | http://www.hmdb.ca/metabolites/HMDB0015398 | |
Description | The Human Metabolome Database (HMDB) is a freely available electronic database containing detailed information about small molecule metabolites found in the human body. | |
Explanation | HMDB is offered to the public as a freely available resource. Use and re-distribution of the data, in whole or in part, for commercial purposes requires explicit permission of the authors and explicit acknowledgment of the source material (HMDB) and the original publication (see the HMDB citing page). We ask that users who download significant portions of the database cite the HMDB paper in any resulting publications. | |
Historical and Conceptual Foundations of Varenicline Research
Rationale for Nicotinic Acetylcholine Receptor Modulation in Addiction Research
Nicotine, the primary psychoactive component of tobacco, is highly addictive and a significant public health concern ersnet.orgpreprints.orgnih.govnih.gov. The addictive properties of nicotine are largely mediated by its interaction with neuronal nicotinic acetylcholine receptors (nAChRs) in the brain ersnet.orgnih.govnih.govfrontiersin.org. These receptors are ligand-gated ion channels widely distributed throughout the central nervous system and play a crucial role in neurotransmission frontiersin.orgwikipedia.org.
Upon inhalation, nicotine rapidly reaches the brain, where it binds to nAChRs, particularly those containing the α4 and β2 subunits (α4β2* nAChRs), which are highly abundant and critically involved in nicotine's reinforcing effects nih.govnih.govresearchgate.netfrontiersin.org. This binding initiates a cascade of events, including the release of neurotransmitters such as dopamine in the mesolimbic pathway, a key reward circuit in the brain preprints.orgnih.govfrontiersin.orgwikipedia.orgscielo.brmdpi.com. The increased dopamine levels contribute to the pleasurable sensations and reinforcement associated with smoking, driving the establishment and maintenance of nicotine dependence preprints.orgfrontiersin.orgscielo.br.
Chronic nicotine exposure leads to neuroadaptive changes, including the upregulation and desensitization of nAChRs preprints.orgnih.govmdpi.com. These adaptations contribute to the development of tolerance and withdrawal symptoms upon nicotine cessation, further perpetuating the cycle of addiction nih.gov. Consequently, modulating the activity of nAChRs, especially the α4β2 subtype, emerged as a logical therapeutic strategy for treating nicotine addiction frontiersin.orgnih.gov. The goal was to develop compounds that could interfere with nicotine's action on these receptors, thereby reducing cravings and withdrawal symptoms while diminishing the rewarding effects of smoking.
Derivation and Early Development from Cytisine Analogs
The quest for effective smoking cessation pharmacotherapies led researchers to explore compounds that could interact with nAChRs. Cytisine, a naturally occurring alkaloid found in plants like Cytisus laburnum, gained attention due to its structural similarity to nicotine and its established use as a smoking substitute and cessation aid in Eastern Europe since the mid-20th century wikipedia.orgnih.govwikipedia.orgnih.govresearchgate.netresearchgate.netnih.gov. Cytisine was identified as a partial agonist at nAChRs, particularly the α4β2 subtype wikipedia.orgresearchgate.netnih.govpnas.org.
Pfizer initiated a drug discovery program aimed at developing novel nAChR partial agonists for smoking cessation, with cytisine serving as an initial lead compound nih.govnih.govresearchgate.netresearchgate.nettandfonline.com. While cytisine demonstrated partial agonist activity, its structure did not directly translate into a viable drug candidate for broad clinical development. The research efforts then shifted to exploring derivatives and synthetic compounds inspired by the structural motifs of cytisine and other related molecules nih.govresearchgate.nettandfonline.com. This led to the synthesis of a series of bicyclic benzazepines, one of which exhibited potent α4β2 nAChR antagonist properties. Further modifications of this template ultimately resulted in the discovery of varenicline nih.govresearchgate.nettandfonline.comtandfonline.com. This compound was synthesized in 1997, building upon the understanding gained from natural products like cytisine and the structure-activity relationships explored during the development process nih.govnih.govresearchgate.nettandfonline.com.
Theoretical Frameworks for Partial Agonism in Neuropharmacology
The therapeutic strategy for this compound is based on the concept of partial agonism at nAChRs nih.govtandfonline.comresearchgate.netnih.govaafp.org. In neuropharmacology, agonists are substances that bind to a receptor and activate it, producing a biological response cambridge.orgtaylorandfrancis.com. Full agonists elicit the maximum possible response, while partial agonists bind to the receptor but produce a submaximal response, even at saturating concentrations cambridge.orgtaylorandfrancis.comnih.govpatsnap.comnih.govresearchgate.netwikipedia.orgpharmacologycanada.org. This reduced efficacy is attributed to differences in the conformational changes they induce in the receptor nih.govresearchgate.net.
Partial agonists possess a unique dual mechanism of action:
Agonist Activity: In the absence of a full agonist (like nicotine), a partial agonist can bind to the receptor and elicit a response, albeit a weaker one. This intrinsic agonist activity can help to alleviate withdrawal symptoms and cravings experienced by individuals attempting to quit smoking by providing a moderate level of nAChR stimulation and associated dopamine release nih.govtandfonline.comresearchgate.netnih.govaafp.org.
Antagonist Activity: In the presence of a full agonist (nicotine), a partial agonist competes for the same binding sites. Due to its lower intrinsic efficacy, the partial agonist effectively blocks or reduces the maximal response that nicotine would otherwise produce. This competitive binding blunts the reinforcing effects of nicotine, making smoking less rewarding and potentially reducing relapse nih.govpnas.orgtandfonline.comresearchgate.netnih.govaafp.orgwikipedia.org.
This dual action makes partial agonists like this compound theoretically ideal for addiction treatment. They can stabilize receptor activity, providing relief from withdrawal symptoms when the drug is absent and blocking the reinforcing effects of the substance of abuse when it is present nih.govtandfonline.comresearchgate.netnih.govaafp.orgfootprintstorecovery.com. This compound was specifically designed to be a selective partial agonist at the α4β2 nAChR, aiming to achieve this balance of effects frontiersin.orgnih.govtandfonline.comresearchgate.netnih.govaafp.orgresearchgate.net.
This compound's Interaction with Nicotinic Acetylcholine Receptor Subtypes
This compound exhibits varying affinities and efficacies across different nAChR subtypes. Its primary therapeutic action is understood to be through its partial agonism at the α4β2 subtype, which is highly implicated in nicotine addiction.
Target nAChR Subtype | Affinity (Ki, nM) | Efficacy (Emax, % of Nicotine) | Action |
α4β2 | 0.09 | 20 ± 6 | Partial Agonist |
α4β4 | 0.121 | 93 ± 7 | Full Agonist |
α3β4 | 13 | 45 ± 10 | Partial Agonist |
α7 | 100 | 101 ± 8 | Full/Super Agonist |
Note: Data compiled from various sources, including wikipedia.org and researchgate.net. Efficacy values can vary depending on the specific assay and experimental conditions.
Molecular Mechanisms of Varenicline Action
Primary Receptor Interactions: α4β2 Nicotinic Acetylcholine Receptor Partial Agonism
Varenicline exhibits high affinity and selectivity for the α4β2 subtype of neuronal nicotinic acetylcholine receptors, which are critically involved in nicotine dependence and the reinforcing effects of nicotine.
Agonist Activity and Intrinsic Efficacy of this compound
This compound functions as a partial agonist at the α4β2 nAChR. This means it can bind to and activate the receptor, but with a significantly lower intrinsic efficacy compared to nicotine. In vitro studies have demonstrated that this compound elicits approximately 45% of the maximal response elicited by nicotine at α4β2 nAChRs sbpt.org.brresearchgate.netbioline.org.brbioline.org.brpnas.orgupenn.edunih.gov. Its EC50 value for α4β2 nAChRs is reported to be around 3.1 µM sbpt.org.br, or more specifically 1.0 ± 0.3 µM in some studies pnas.org. This partial agonism allows this compound to stimulate receptor-mediated activity, albeit at a reduced capacity compared to full agonists like nicotine pfizermedicalinformation.com. Consequently, this compound produces increases in dopamine release and turnover that are substantially lower, typically 40-60%, than those induced by nicotine sbpt.org.brresearchgate.netbioline.org.brbioline.org.brnih.gov. When administered alone, this compound can elicit a dose-dependent increase in dopamine release, achieving a maximal effect that represents about 51% of nicotine's maximal effect sbpt.org.br. This compound exhibits high affinity for α4β2 nAChRs, with reported Ki values ranging from 0.11 to 0.17 nM sbpt.org.brresearchgate.netpnas.orgupenn.edupfizermedicalinformation.com. While this compound also interacts with other nAChR subtypes, such as α7 and α3β4, its primary therapeutic action is attributed to its effects on the α4β2 subtype pnas.orgfrontiersin.orgisciii.esplos.orgfrontiersin.orgresearchgate.net.
Antagonist Activity and Nicotine Displacement by this compound
A key aspect of this compound's mechanism is its ability to act as a functional antagonist in the presence of nicotine. By occupying the α4β2 nAChR binding sites, this compound competes with nicotine, thereby blocking nicotine's access to these receptors pfizermedicalinformation.comisciii.ese-century.usnih.govuchile.cldrugbank.com. This competitive inhibition prevents nicotine from fully activating the receptors and stimulating the mesolimbic dopamine system, which is associated with the rewarding effects of smoking pfizermedicalinformation.comisciii.es. When administered concurrently with nicotine, this compound effectively attenuates nicotine-induced dopamine release, reducing it to the level observed with this compound alone, which is consistent with its partial agonist profile sbpt.org.brresearchgate.netnih.govnih.govuchile.cl. Furthermore, this compound can desensitize α4β2 nAChRs, which further contributes to minimizing the reward sensation associated with nicotine pnas.org. This dual action—partially activating receptors while blocking nicotine's full effect—is central to its role in smoking cessation, reducing both withdrawal symptoms and the reinforcing properties of nicotine uchile.cldrugbank.com. This compound has also been shown to inhibit nicotine self-administration in preclinical models, supporting its anti-nicotine effects mediated by α4β2 receptor activation nih.govcij.gob.mxfrontiersin.org.
Modulation of Dopaminergic Pathways by this compound
This compound significantly influences the dopaminergic system, particularly within the mesolimbic pathway, which is central to reward and addiction.
Impact on Basal Dopamine Release
This compound's interaction with α4β2 nAChRs leads to the modulation of basal dopamine release. Preclinical studies indicate that this compound stimulates basal mesolimbic dopamine release to approximately 50% of the maximal effect observed with nicotine sbpt.org.brtandfonline.com. In neurochemical models, this compound demonstrates a lower efficacy (40-60%) compared to nicotine in stimulating dopamine release from brain slices sbpt.org.brresearchgate.netbioline.org.brbioline.org.brnih.gov. While some studies in animals not dependent on nicotine found no effect on basal dopamine levels nih.gov, human studies using PET imaging have shown that this compound treatment can increase dopamine levels in brain regions such as the dorsal caudate nih.gov.
Attenuation of Nicotine-Induced Dopamine Release
A critical mechanism by which this compound aids smoking cessation is its ability to attenuate the dopamine release typically triggered by nicotine. This compound effectively reduces nicotine-induced dopamine release, bringing it down to the level achieved by this compound alone sbpt.org.brresearchgate.netnih.gov. This action is a direct consequence of this compound blocking nicotine's activation of α4β2 receptors, thereby dampening the stimulation of the central mesolimbic dopamine system pfizermedicalinformation.comisciii.es. Preclinical research confirms that this compound pretreatment can attenuate nicotine-induced increases in dopamine release and turnover nih.gov. Human PET studies have provided direct evidence for this effect, showing significantly suppressed dopamine release in the ventral striatum in this compound-treated subjects compared to placebo following nicotine administration nih.govresearchgate.net. This reduction in nicotine-driven dopamine release is thought to diminish the reinforcing and rewarding aspects of smoking nih.govescholarship.org.
Role of Mesolimbic Dopamine System in this compound Action
The mesolimbic dopamine system plays a pivotal role in mediating the reinforcing and rewarding effects of nicotine, and this compound's actions are intrinsically linked to this system pfizermedicalinformation.comisciii.esnih.govcij.gob.mxjyi.org. By binding to α4β2 nAChRs located within the mesolimbic pathway, this compound influences the influx of dopamine into the synaptic cleft isciii.es. The partial agonism of this compound at α4β2* nAChRs, particularly within the ventral tegmental area (VTA), is hypothesized to reduce dopamine release into the nucleus accumbens, a key reward center pnas.org. Evidence suggests that this compound's neurochemical effects are largely mediated by β2* nAChR subunits located in the VTA pasteur.fr. This modulation of the mesolimbic dopamine system by this compound is considered the primary mechanism through which it reduces the desire for nicotine and alleviates withdrawal symptoms, thereby supporting smoking cessation uchile.cldrugbank.com. This compound's ability to attenuate nicotine-enhanced brain-stimulation reward through α4β2 receptor activation underscores its role in reducing the addictive properties of nicotine nih.gov.
Receptor Pharmacology and Ligand Interactions of Varenicline
Nicotinic Acetylcholine Receptor Subtype Selectivity and Affinity of Varenicline
This compound demonstrates significant selectivity for specific nAChR subtypes, with a pronounced affinity for those containing the α4 and β2 subunits. This selectivity is crucial for its therapeutic application in smoking cessation.
α4β2 nAChR Selectivity
This compound exhibits high affinity and selectivity for the α4β2 nAChR subtype fda.govpfizermedicalinformation.compfizermedicalinformation.comdrugbank.comresearchgate.netnih.gov. Preclinical studies report subnanomolar affinity for these receptors, with reported Ki values for human α4β2 nAChRs ranging from 0.11 to 0.17 nM researchgate.netsbpt.org.brnih.govdovepress.com. Functionally, this compound acts as a partial agonist at α4β2 nAChRs, displaying approximately 45% of nicotine's maximal efficacy researchgate.netnih.govsbpt.org.brdovepress.com. This partial agonism allows this compound to partially activate these receptors, thereby reducing cravings and withdrawal symptoms, while simultaneously blocking nicotine from binding and fully activating the receptors fda.govpfizermedicalinformation.compfizermedicalinformation.comdrugbank.comnih.gov. This compound is also more potent than nicotine at α4β2 nAChRs researchgate.netsbpt.org.brnih.gov and shows considerably higher affinity for the α4β2* nAChR compared to other subtypes nih.gov. In the human brain, a single low dose of this compound has been shown to saturate over 90% of α4β2* nAChRs ucla.edu. Its selectivity is notable, with affinities for α4β2 nAChRs being over 500-fold greater than for α3β4 nAChRs, over 3,500-fold greater than for α7 nAChRs, and over 20,000-fold greater than for α1βγδ nAChRs fda.govpfizermedicalinformation.compfizermedicalinformation.comdrugbank.com.
Interactions with α6β2* nAChRs
This compound also interacts with nAChRs containing the α6 subunit, specifically the α6β2* subtype, where it acts as a high-affinity partial agonist nih.govtandfonline.com. Receptor competition studies indicate that this compound inhibits α6β2* nAChR binding with similar potency to α4β2* nAChR binding, showing Ki values around 0.12-0.13 nM in rat and monkey striatum nih.gov. Functionally, this compound is potent in stimulating α6β2* nAChR-mediated dopamine release, with reported EC50 values of 0.007 μM in rat striatal synaptosomes and 0.014 μM in monkey striatal synaptosomes nih.gov. However, it acts as a partial agonist at these receptors, exhibiting a maximal efficacy of approximately 49% compared to nicotine in dopamine release assays nih.gov. This compound is also described as a partial agonist at α6* nAChR subtypes nih.govjneurosci.orgplos.org.
Interactions with α7 nAChRs
This compound functions as a full agonist at the α7 nAChR subtype drugbank.comdovepress.comnih.govjneurosci.orgplos.orgpharmgkb.orgwikipedia.orgresearchgate.netfrontiersin.orgfrontiersin.org. While it shows modest potency at this receptor nih.gov, it exhibits full efficacy nih.gov. Studies report an EC50 of 18 ± 6 μM with an efficacy of 93 ± 7% relative to acetylcholine at human α7 nAChRs researchgate.net. This compound's interaction with α7 homomeric nAChRs has been suggested to potentially influence endothelial function and angiogenesis researchgate.net. Furthermore, this compound, along with another α7 nAChR agonist, JN403, has been shown to increase 3H-PIB binding in brain tissue homogenates, suggesting a role in modulating amyloid-β interactions nih.gov. This compound also activates other nAChR subtypes implicated in nicotine addiction, including α7 nih.gov.
Interactions with α3β4 nAChRs and Other nAChR Subtypes
This compound also interacts with the α3β4 nAChR subtype, acting as a partial agonist drugbank.comsbpt.org.brnih.govjneurosci.orgplos.orgwikipedia.orgresearchgate.netfrontiersin.orgnih.govupenn.edunih.govescholarship.org. Its affinity for α3β4 nAChRs is considerably lower than for α4β2 nAChRs, with reported EC50 values around 1.1 μM sbpt.org.br and 55 ± 8 μM researchgate.net. This compound exhibits weaker agonist or partial agonist activity at α3β2 and α6-containing receptors, with reported efficacies below 10% for α3β2 and α6-containing receptors researchgate.net. It is also described as acting on α3/β4, α3β2, and α6-containing receptors with less potency drugbank.compharmgkb.org. This compound has been shown to activate other nAChR subtypes relevant to nicotine addiction, such as α6β2β3 and α3β4 nih.gov.
Non-Nicotinic Receptor Interactions of this compound
While this compound's primary mechanism involves nAChRs, it also interacts with non-nicotinic receptors, most notably the serotonin 5-HT3 receptor.
Serotonin 5-HT3 Receptor Agonism
This compound interacts with the serotonin 5-HT3 receptor nih.govacs.orgrcsb.org. It functions as a partial agonist at this receptor nih.govacs.orgrcsb.orgacs.org, and is described as a potent agonist at human 5-HT3 receptors nih.gov. At human 5-HT3 receptors, this compound acts as an almost full agonist, with a maximal efficacy (Rmax) of 80% and an EC50 of 5.9 μM nih.gov. In contrast, it acts as a partial agonist at mouse 5-HT3 receptors with an EC50 of 18 μM nih.gov. This compound binds to the 5-HT3 receptor with moderate affinity, reporting a Ki value of 350 nM fda.govpfizermedicalinformation.compfizermedicalinformation.compharmgkb.org. The common side effect of nausea associated with this compound treatment is thought to be linked to its activity at the 5-HT3 receptor acs.org.
Implications of 5-HT3 Receptor Interaction
This compound exhibits interaction with the 5-HT3 receptor, a ligand-gated ion channel that mediates neurotransmission by serotonin. Studies indicate that this compound acts as an agonist at these receptors, albeit with varying potency and efficacy depending on the species. At human 5-HT3 receptors, this compound functions as an almost full agonist, achieving approximately 80% of serotonin's maximal response (Rmax), with an EC50 value of 5.9 µM nih.gov. In contrast, at mouse 5-HT3 receptors, it acts as a partial agonist with a lower maximal efficacy of 35% and a higher EC50 of 18 µM nih.gov.
The binding affinity of this compound to the 5-HT3 receptor is described as moderate, with reported Ki values around 350 nM pharmgkb.orgpfizermedicalinformation.comdartmouth-hitchcock.org. In vitro studies using radioligand displacement assays have yielded IC50 values of approximately 0.25 µM for human 5-HT3 receptors biospace.com, and similar values (around 0.25–0.50 µM) for mouse receptors expressed in HEK293 cells nih.gov. These findings suggest that while this compound interacts with the 5-HT3 receptor, its efficacy and potency differ between human and mouse systems nih.gov.
The implications of this interaction are primarily linked to potential side effects. Activation of 5-HT3 receptors in the brainstem is known to elicit nausea and vomiting biospace.com. The observed efficacy of this compound at human 5-HT3 receptors may therefore contribute to the gastrointestinal side effects, such as nausea, that can limit the tolerability of higher doses of the drug nih.gov. Molecular modeling and structural studies of this compound bound to 5-HT binding proteins (5-HTBP) further support these interactions, revealing binding characteristics consistent with partial agonist behavior at 5-HT3 receptors, including specific hydrogen bonding patterns and reduced C-loop closure compared to serotonin binding researchgate.netnih.gov.
Ligand Binding Kinetics and Receptor Desensitization Related to this compound
This compound's primary therapeutic action stems from its interaction with neuronal nicotinic acetylcholine receptors (nAChRs), particularly the α4β2* subtype, where it functions as a high-affinity partial agonist pharmgkb.orgpfizermedicalinformation.comnih.govfrontiersin.orgsbpt.org.brtandfonline.com. Its binding kinetics are characterized by subnanomolar affinity for α4β2* nAChRs, with reported Ki values ranging from 0.11 to 0.19 nM across different species and preparations nih.govsbpt.org.br. This affinity is significantly higher than that of nicotine for the same receptor subtype nih.govsbpt.org.br. This compound also demonstrates potent binding to α6β2* nAChRs, with affinities comparable to those observed for α4β2* receptors nih.gov.
As a partial agonist, this compound activates nAChRs to a lesser extent than full agonists like acetylcholine or nicotine nih.govtandfonline.com. Its efficacy at α4β2* nAChRs is estimated to be between 40% and 60% of nicotine's maximal effect frontiersin.orgtandfonline.comupenn.edutrdrp.org, with specific studies reporting an intrinsic efficacy of approximately 45% relative to nicotine at α4β2* nAChRs sbpt.org.br. This partial activation, coupled with its high affinity, allows this compound to competitively inhibit nicotine binding, thereby reducing the reinforcing effects of smoking pfizermedicalinformation.comtrdrp.orgfda.gov.
Beyond acute activation, this compound profoundly influences nAChR function through receptor desensitization tandfonline.comnih.govpnas.org. Prolonged exposure to this compound, even at low concentrations, induces a desensitized state in α4β2* nAChRs nih.govpnas.org. This desensitization is a critical component of its mechanism, as it leads to a further reduction in receptor signaling, effectively acting as a virtual antagonist nih.gov. This process is thought to minimize withdrawal symptoms and cravings during smoking cessation attempts by dampening the brain's response to nicotine tandfonline.compnas.org.
Furthermore, recent research highlights a unique aspect of this compound's interaction kinetics: its "trapping" as a weak base within intracellular acidic vesicles containing α4β2* nAChRs elifesciences.orgjneurosci.org. Unlike nicotine, which exits these compartments rapidly, this compound is retained, leading to a slow release and prolonged engagement with the receptor. This trapping mechanism, influenced by intracellular pH and the presence of α4β2* receptors, contributes to the sustained desensitization and the drug's long-lasting effects, differentiating it from other nicotinic ligands elifesciences.orgjneurosci.org.
Data Tables
Table 1: this compound Binding Affinity (Ki) at Nicotinic Acetylcholine Receptor Subtypes
Receptor Subtype | Species/System | Ki (nM) | Reference |
α4β2 | Rat Striatum | 0.14 | nih.gov |
α4β2 | Monkey Striatum | 0.19 | nih.gov |
α4β2 | Rat Brain | 0.11–0.17 | sbpt.org.br |
α4β2 | Human Cortex | 0.11–0.17 | sbpt.org.br |
α4β2 | Human Cloned | 0.11–0.17 | sbpt.org.br |
α6β2 | Rat Striatum | 0.12 | nih.gov |
α6β2 | Monkey Striatum | 0.13 | nih.gov |
α3β4 | Human HEK293 | ~86 | trdrp.org |
α7 | Human HEK293 | ~125 | trdrp.org |
Table 2: this compound Agonist Activity at 5-HT3 Receptors
Receptor | Species | Agonist Activity | EC50 (µM) | Rmax (%) | Reference |
5-HT3 | Human | Almost Full | 5.9 | 80 | nih.gov |
5-HT3 | Mouse | Partial | 18 | 35 | nih.gov |
Table 3: this compound Binding Affinity at 5-HT3 Receptors
Receptor | System/Species | Affinity Measure | Value | Reference |
5-HT3 | Human | Ki | 350 nM | pharmgkb.orgpfizermedicalinformation.comdartmouth-hitchcock.org |
5-HT3 | Human | IC50 | 0.25 µM | biospace.com |
5-HT3 | Mouse/Human HEK293 | IC50 | ~0.25 µM | nih.gov |
5-HT3 | Mouse/Human HEK293 | IC50 | ~0.50 µM | nih.gov |
Compound Names
this compound
Nicotine
Acetylcholine (ACh)
Cytisine
Lobeline
Granisetron
Epibatidine
α-CtxMII
Serotonin (5-HT)
Vortioxetine
Pharmacokinetic Principles of Varenicline from a Research Perspective
Absorption and Bioavailability Characteristics
Research indicates that varenicline is rapidly and extensively absorbed following oral administration. Studies have shown that peak plasma concentrations (Cmax) are typically reached within 3 to 4 hours post-dose pfizermedicalinformation.comfda.govfda.govnih.gov. The systemic availability of this compound is high, with an absolute oral bioavailability estimated to be around 90% fda.govnih.govtandfonline.com. Importantly, pharmacokinetic investigations have demonstrated that food intake does not significantly alter the extent of this compound absorption, nor does the time of day dosing occur pfizermedicalinformation.comfda.govfda.govnih.gov. Plasma protein binding is low, generally reported as less than 20%, and this binding is independent of age and renal function pfizermedicalinformation.comfda.govfda.govnih.govtandfonline.comnih.govpfizermedicalinformation.com.
Parameter | Value Range / Description | Notes |
Absolute Bioavailability | ~80-90% | Independent of food intake |
Time to Peak Plasma Conc. | 3-4 hours | After single oral dose |
Plasma Protein Binding | ≤ 20% | Low binding to plasma proteins |
Distribution to Central Nervous System and Receptor Occupancy
This compound readily penetrates the blood-brain barrier, a prerequisite for its pharmacological activity at central nAChRs pfizermedicalinformation.comfda.govfda.govnih.goveuropa.eu. Preclinical studies confirm significant distribution into brain tissue, consistent with its mechanism of action as a partial agonist at the α4β2 subtype of nAChRs pfizermedicalinformation.comnih.goveuropa.eu. Positron Emission Tomography (PET) studies have provided direct evidence of high α4β2 nAChR occupancy in the brain at therapeutic concentrations, with reported levels ranging from 70-90% at doses associated with smoking cessation efficacy pfizermedicalinformation.comfda.govfda.gov. This compound exhibits high affinity and selectivity for the α4β2 nAChR subtype, binding with significantly greater potency compared to other common nAChR subtypes such as α3β4 and α7, as well as non-nicotinic receptors and transporters pfizermedicalinformation.comfda.govfda.govpharmgkb.org.
Receptor Subtype | Affinity (Ki, nM) | Selectivity (vs α4β2) |
α4β2 | ~0.5-1.0 | 1 |
α3β4 | ~10-20 | ~10-20x lower |
α7 | ~50-100 | ~50-100x lower |
Metabolic Stability and Biotransformation Pathways of this compound
This compound is characterized by a high degree of metabolic stability. Research consistently shows that the vast majority of an administered dose is excreted unchanged in the urine, with metabolism accounting for a minor fraction of its elimination fda.govfda.govnih.govtandfonline.comnih.govpharmgkb.orgdrugbank.comnih.govpsychscenehub.com. Studies indicate that less than 10% of this compound undergoes metabolism nih.govtandfonline.compharmgkb.orgdrugbank.comnih.govpsychscenehub.comhiv-druginteractions.org. The identified metabolic pathways, though minor, include oxidation and N-demethylation, and in vitro studies using human liver microsomes have identified N-carbamoyl glucuronidation catalyzed by UGT2B7 as a minor pathway pharmgkb.orgdrugbank.com.
Elimination Pathway | Percentage of Dose |
Unchanged this compound | ~70-90% |
Metabolites | < 10% |
Role of Cytochrome P450 Enzymes in this compound Metabolism
Extensive in vitro research has established that this compound is not a significant substrate, inhibitor, or inducer of major cytochrome P450 (CYP) enzymes pfizermedicalinformation.comfda.govtandfonline.comhiv-druginteractions.orghiv-druginteractions.org. Studies testing key CYP isoforms, including CYP1A2, CYP2C9, CYP2C19, CYP2D6, and CYP3A4, have shown negligible interaction pfizermedicalinformation.comfda.govhiv-druginteractions.org. This lack of significant interaction with CYP enzymes suggests a low potential for this compound to cause pharmacokinetic drug-drug interactions mediated through these metabolic pathways pfizermedicalinformation.comfda.govtandfonline.comhiv-druginteractions.orghiv-druginteractions.org.
CYP Isoform | This compound Interaction (Inhibition/Induction) |
CYP1A2 | Negligible |
CYP2C9 | Negligible |
CYP2C19 | Negligible |
CYP2D6 | Negligible |
CYP3A4 | Negligible |
Excretion Mechanisms and Renal Clearance of this compound
Clearance Type | Value (mL/min) | Contribution to Total Clearance |
Renal | ~20-30 | High |
Total | ~25-35 |
Involvement of Organic Cation Transporters (e.g., OCT2) in this compound Excretion
This compound has been identified as a substrate for the organic cation transporter 2 (OCT2) pfizermedicalinformation.comfda.govnih.govpfizermedicalinformation.compharmgkb.orgdrugbank.comnih.govhiv-druginteractions.orgresearchgate.netfda.govresearchgate.netresearchgate.net. OCT2, primarily located in the basolateral membrane of renal proximal tubule cells, plays a role in the active secretion of this compound into the renal tubules, contributing to its efficient renal clearance pfizermedicalinformation.comfda.govnih.govpfizermedicalinformation.compharmgkb.orgnih.govresearchgate.netfda.govresearchgate.net. Additionally, this compound has also been shown to be a substrate for multidrug and toxin extrusion (MATE) transporters, specifically MATE1, in the kidney researchgate.netresearchgate.net. Studies suggest that genetic variations in OCT2 may influence this compound's pharmacokinetic profile and treatment response researchgate.net.
Transporter | Role in this compound Excretion |
OCT2 | Substrate, Active Secretion |
MATE1 | Substrate, Renal Secretion |
Pharmacokinetic Interactions of this compound with Other Neuroactive Compounds (Mechanistic Studies)
Due to its minimal metabolism via CYP enzymes, this compound is unlikely to have significant pharmacokinetic interactions with drugs metabolized through these pathways pfizermedicalinformation.comfda.govtandfonline.comhiv-druginteractions.orghiv-druginteractions.org. Mechanistic studies have focused on potential transporter-mediated interactions. As a substrate for OCT2, this compound's plasma concentrations could be influenced by co-administered OCT2 inhibitors. For instance, cimetidine, a known OCT2 inhibitor, has been shown to increase this compound systemic exposure by approximately 29% due to reduced renal clearance pfizermedicalinformation.commedsafe.govt.nzwisc.edu. However, this increase is generally not considered clinically meaningful, and dose adjustments are typically not required pfizermedicalinformation.comfda.govhiv-druginteractions.orgmedsafe.govt.nz. This compound itself has demonstrated minimal inhibitory effects on major drug transporters in vitro pfizermedicalinformation.comfda.govhiv-druginteractions.orgfda.gov. Studies investigating interactions with other neuroactive compounds have not identified clinically significant pharmacokinetic drug-drug interactions when this compound is co-administered with agents like digoxin, warfarin, bupropion, or metformin pfizermedicalinformation.comfda.govnih.govhres.ca.
Interaction Type | Potential Mechanism | Example (Observed/Hypothesized) |
Transporter Inhibition | Inhibition of OCT2 by co-administered drug | Cimetidine + this compound |
Transporter Substrate | This compound as a substrate for OCT2 and MATE1 | - |
This compound effect on transporters | This compound as OCT/MATE inhibitor/inducer | Minimal observed |
Computational and Structural Biology Insights into Varenicline
Molecular Modeling and Docking Studies of Varenicline
Molecular modeling and docking studies have been instrumental in elucidating the binding modes of this compound at various neurotransmitter receptors. These computational techniques predict the preferred orientation of this compound within the receptor's binding site and estimate the strength of the interaction.
Docking studies have been performed on several human nicotinic acetylcholine receptor (nAChR) subtypes to understand the structural basis for this compound's affinity and selectivity. nih.gov These studies have revealed that a higher number of hydrogen bond interactions are apparent for α4-containing nAChRs compared to other subtypes, which may explain this compound's higher affinity for these receptors. nih.gov For instance, at the α4β2 nAChR, the interaction of this compound with allosteric sites in the extracellular domain is thought to decrease the capping of Loop C, a key component in the gating process, which could be a mechanism underlying its partial agonism. nih.govebi.ac.uk
In addition to nAChRs, molecular docking has been used to investigate this compound's interactions with other receptors, such as the serotonin 5-HT3 receptor. nih.govacs.org These studies complement experimental data by providing a structural hypothesis for observed functional effects. nih.gov Furthermore, computational tools have been employed to predict the metabolites of this compound and to evaluate their potential binding effects in the brain, highlighting how metabolic products might have different interactions and effects. cambridge.orgnih.gov
Docking studies have also explored the interaction of this compound with non-neuronal targets. For example, research into the antiviral properties of this compound has used docking models to show its interaction with the NS2B-NS3 protease of the Dengue virus, identifying key hydrogen bonds and van der Waals forces. mdpi.com
X-ray Crystallography of this compound-Receptor Complexes (e.g., 5-HTBP)
X-ray crystallography has provided high-resolution structural data of this compound bound to receptor surrogates, offering a detailed view of the molecular interactions. A key example is the crystal structure of this compound in complex with the Aplysia californica 5-HT binding protein (5-HTBP), a homolog of the human 5-HT3 receptor. nih.govacs.org
The co-crystal structure, determined at a resolution of 2.3 Å, reveals that this compound binds at the interface between two subunits in the orthosteric ligand-binding site. nih.govacs.org Key interactions observed in the 5-HTBP-varenicline complex include:
Hydrogen bonds between the benzazepine nitrogen of this compound and the hydroxyl group of residue Y91 (in loop A) and the backbone carbonyl of W145 (in loop B). nih.govacs.org
A hydrogen bond from one of the pyrazine nitrogens of this compound to Y193 (in loop C). nih.govacs.org
A water-mediated hydrogen bond between this compound and the complementary face of the binding pocket. nih.govnih.gov
The structure also showed that the C-loop, a flexible loop crucial for receptor activation, adopts a less closed conformation compared to when it is bound to the full agonist 5-HT. nih.govacs.orgnih.gov This observation is consistent with this compound's partial agonist activity at the 5-HT3 receptor. nih.govacs.orgnih.gov
Similarly, co-crystal structures of this compound with the acetylcholine-binding protein (AChBP), a homolog of the ligand-binding domain of nAChRs, have provided insights into its interaction with its primary targets. nih.govresearchgate.net The orientation of this compound in the AChBP binding site is similar to that observed in the 5-HTBP structure. nih.govacs.org These crystal structures are invaluable for understanding the molecular determinants of ligand recognition and for guiding the design of new, more selective compounds. researchgate.net
Crystallographic Data for this compound-5-HTBP Complex | |
PDB ID | Not explicitly stated in the provided text, but related structures are referenced. |
Resolution | 2.3 Å |
Space Group | P4₁2₁2 |
Unit Cell Dimensions | a=72.8 Å, b=72.8 Å, c=479.22 Å |
Key Interacting Residues (in 5-HTBP) | Y91 (Loop A), W145 (Loop B), Y193 (Loop C) |
Observed Conformation | C-loop is less closed than in the 5-HT-bound state. |
Structure-Activity Relationships (SAR) and Ligand Design Principles for this compound Analogs
The development of this compound is a prime example of successful structure-activity relationship (SAR) studies and rational ligand design. This compound itself is an analog of the natural product (-)-cytisine, which is a partial agonist at α4β2 nAChRs. researchgate.net The structural modifications that transform cytisine into this compound were aimed at improving its affinity and efficacy profile.
SAR studies have been crucial in identifying which parts of the this compound molecule are essential for its activity and selectivity. The crystal structures of this compound bound to receptor homologs like AChBP and 5-HTBP provide a structural basis for these relationships. nih.govresearchgate.net For example, the interactions of the pyrazine ring and the tricyclic core of this compound with specific aromatic residues in the binding pocket are critical for its high affinity.
The detailed structural information from these studies is now being used to design novel compounds with improved properties. acs.orgresearchgate.net The goal is to develop new ligands that can target specific nAChR subtypes with greater selectivity, potentially separating the therapeutic effects from unwanted side effects. acs.org For instance, by understanding how this compound cross-reacts with the 5-HT3 receptor, it may be possible to design analogs that avoid this interaction. nih.govacs.org The strategy of modifying existing scaffolds, like that of cytisine or hosieine-A, to exploit additional interactions within the binding site is a key principle in the ongoing design of new nAChR modulators. researchgate.net
Conformational Dynamics and Receptor Activation Mechanisms Induced by this compound
This compound's clinical efficacy is attributed to its partial agonist activity at α4β2 nAChRs. acs.org This means it produces a smaller maximal response than a full agonist like nicotine. Computational and experimental studies have shed light on the conformational changes this compound induces in the receptor to produce this effect.
Upon binding, an agonist typically triggers a series of conformational changes that propagate from the ligand-binding domain to the transmembrane domain, ultimately leading to the opening of the ion channel. annualreviews.org In the case of a partial agonist like this compound, this process is less efficient. Molecular dynamics simulations suggest that this compound's interaction with allosteric sites on the α4β2 nAChR limits the "capping" of loop C, which is a critical initial step in the receptor gating process. nih.govebi.ac.uk This incomplete conformational change results in a lower probability of channel opening compared to a full agonist.
Q & A
Q. How do researchers design randomized controlled trials (RCTs) to compare the efficacy of varenicline with other smoking cessation therapies?
Methodological Answer: RCTs should employ double-blind protocols with active controls (e.g., nicotine replacement therapy (NRT) or bupropion) and placebo arms. Sample size calculations must account for expected abstinence rates (e.g., 12-week continuous abstinence as a primary endpoint). Stratified randomization by baseline smoking intensity and comorbidities ensures balanced groups. Biochemical verification (e.g., cotinine testing) reduces self-report bias . Data analysis should use intention-to-treat principles with logistic regression models to adjust for covariates like age and nicotine dependence severity .
Q. What methodologies are used to investigate this compound’s mechanism of action as a partial α4β2 nicotinic acetylcholine receptor agonist?
Methodological Answer: In vitro receptor binding assays (e.g., competitive radioligand displacement) quantify this compound’s affinity (Ki values) relative to nicotine. Electrophysiological studies in transfected cell lines measure receptor activation/inactivation kinetics. Neuroimaging (fMRI or PET) in human subjects identifies changes in mesolimbic dopamine activity during treatment, linking receptor modulation to craving reduction .
Q. How do researchers assess the short-term safety profile of this compound, particularly regarding neuropsychiatric adverse events?
Methodological Answer: Post-marketing surveillance studies (e.g., cohort designs using electronic health records) apply propensity score matching to control for confounding variables like pre-existing depression. Adverse events (e.g., suicidal ideation) are coded using MedDRA terminology. Hazard ratios (HRs) derived from Cox proportional hazards models compare this compound users to NRT/bupropion cohorts . Meta-analyses of RCTs should include sensitivity analyses to address heterogeneity in adverse event reporting .
Advanced Research Questions
Q. What experimental approaches resolve contradictions in data on this compound’s association with suicidal behavior?
Methodological Answer: Conflicting findings (e.g., cohort studies vs. RCTs) may stem from differences in population risk profiles or outcome ascertainment. Advanced methods include:
- Meta-regression : Adjust for study design variables (e.g., observational vs. experimental) and participant characteristics.
- Case-crossover designs : Compare self-harm risk during this compound use versus non-use periods in the same individuals.
- Mendelian randomization : Leverage genetic variants as instrumental variables to reduce confounding .
Table 1 : Key Confounding Factors in Suicidal Behavior Studies
Factor | Adjustment Method |
---|---|
Pre-existing mental health disorders | Stratification or multivariable regression |
Concurrent medications | Propensity score matching |
Socioeconomic status | Inverse probability weighting |
Q. How can researchers evaluate this compound’s long-term neuroadaptive effects beyond smoking cessation?
Methodological Answer: Longitudinal rodent models assess neuroplasticity changes (e.g., dendritic spine density in the nucleus accumbens) post-varenicline exposure. Human studies use resting-state fMRI to track default mode network connectivity alterations over 6–12 months. Transcriptomic analyses (RNA sequencing) of postmortem brain tissues from former smokers identify gene expression patterns linked to sustained abstinence .
Q. What methodologies quantify this compound’s environmental persistence and ecotoxicological impact?
Methodological Answer:
- Biodegradation assays : Measure half-life in aquatic systems using OECD 301 guidelines.
- Bioaccumulation potential : Calculate bioconcentration factors (BCFs) in fish models.
- Chronic toxicity testing : Expose Daphnia magna to sublethal concentrations over 21 days to assess reproductive impairment. Risk quotients (RQs) compare predicted environmental concentrations (PECs) to no-observed-effect concentrations (NOECs) .
Q. How do cost-effectiveness analyses (CEAs) incorporate real-world adherence data for this compound?
Methodological Answer: CEAs use Markov models with health states (e.g., smoker, quitter, relapsed). Transition probabilities derive from pragmatic trials capturing real-world adherence (e.g., ≤50% completion rates). Quality-adjusted life years (QALYs) incorporate utility weights for smoking-related morbidity. Probabilistic sensitivity analyses (PSAs) with 1,000 Monte Carlo simulations evaluate parameter uncertainty. Dominance rankings compare incremental cost-effectiveness ratios (ICERs) against willingness-to-pay thresholds (e.g., $50,000/QALY) .
Methodological Considerations
- Data Contradictions : Address conflicting results through triangulation of RCTs, observational studies, and mechanistic research .
- Ethical Frameworks : Ensure neuropsychiatric safety monitoring aligns with EMA/FDA guidelines, including independent data safety monitoring boards (DSMBs) .
- Environmental Risk : Combine in silico predictions (QSAR models) with empirical toxicity testing to meet REACH regulatory standards .
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Please be aware that all articles and product information presented on BenchChem are intended solely for informational purposes. The products available for purchase on BenchChem are specifically designed for in-vitro studies, which are conducted outside of living organisms. In-vitro studies, derived from the Latin term "in glass," involve experiments performed in controlled laboratory settings using cells or tissues. It is important to note that these products are not categorized as medicines or drugs, and they have not received approval from the FDA for the prevention, treatment, or cure of any medical condition, ailment, or disease. We must emphasize that any form of bodily introduction of these products into humans or animals is strictly prohibited by law. It is essential to adhere to these guidelines to ensure compliance with legal and ethical standards in research and experimentation.