
Risperidone
Description
Historical Development of Risperidone in Psychopharmacology
This compound emerged from innovative research conducted by Janssen Pharmaceutica in the 1970s and 1980s. The development was based on conceptual breakthroughs in understanding the role of serotonin-dopamine antagonism in treating psychotic disorders. As researchers explored the relationship between LSD-induced psychopathology and schizophrenia, they developed unique concepts that ultimately led to this compound's discovery as a full antagonist of the interoceptive effects of LSD.
The drug was developed specifically in the 1980s by Janssen Pharmaceuticals, Inc., a Belgian company owned by Johnson & Johnson. Clinical trials conducted in the late 1980s demonstrated that this compound had stronger therapeutic effects than other available treatments such as haloperidol, while producing fewer extrapyramidal side effects. This advantageous profile accelerated its approval process.
The U.S. Food and Drug Administration (FDA) approved this compound (brand name Risperdal) on December 29, 1993, for the treatment of schizophrenia. This marked a significant milestone as this compound was only the second atypical antipsychotic to receive approval following clozapine. Unlike clozapine, however, this compound quickly became a first-line treatment due to its more favorable side effect profile. The timeline of FDA approvals for this compound has expanded over the years to include additional indications:
Significance in Neuroscience Research
This compound has made substantial contributions to neuroscience research, particularly in advancing our understanding of receptor-mediated mechanisms in psychiatric disorders. Its development represented a paradigm shift in antipsychotic medication design through the incorporation of dual dopamine and serotonin antagonism.
The pharmacological profile of this compound revealed critical insights into the role of serotonergic systems in modulating dopaminergic activity. Unlike conventional antipsychotics that primarily targeted dopamine D2 receptors, this compound's high affinity for both serotonin 5-HT2A and dopamine D2 receptors helped establish the importance of serotonin-dopamine interactions in the treatment of psychosis. Specifically, this compound demonstrates an extraordinarily high binding affinity for 5-HT2A receptors (Ki = 0.16 nM) and a significant but lower affinity for D2 receptors (Ki = 3.13 nM).
This binding profile is particularly notable when compared to traditional antipsychotics like haloperidol:
Receptor | This compound Ki (nM) | Haloperidol Ki (nM) |
---|---|---|
5-HT2A | 0.16 | ~50 |
D2 | 3.13 | 1.55 |
α1-adrenergic | 0.8 | Higher |
H1 | 2.23 | Higher |
α2-adrenergic | 7.54 | Higher |
What makes this compound particularly significant from a neuroscience perspective is the differential kinetics of its receptor interactions. Research has shown that this compound dissociates rapidly from D2 receptors (half-time of 2.7 minutes) but dissociates much more slowly from 5-HT2A receptors (half-time of 31 minutes). This distinctive binding pattern is believed to contribute to its improved efficacy for negative symptoms of schizophrenia and reduced likelihood of extrapyramidal side effects compared to conventional antipsychotics.
Current Research Landscape
The research landscape surrounding this compound continues to evolve, with several key areas of focus in recent years:
Meta-Analyses and Comparative Efficacy Studies : Recent meta-analyses have provided more comprehensive evaluations of this compound's efficacy compared to both conventional antipsychotics and newer alternatives. A meta-analysis of 11 double-blind, randomized controlled trials found that patients treated with this compound showed slightly higher clinical improvement rates (57% vs. 52%) compared to those on conventional neuroleptics. Moreover, the use of medications for extrapyramidal side effects was significantly lower in the this compound group (22.8% vs. 38.4%).
Novel Formulations : Research has focused on developing improved formulations to enhance treatment adherence and outcomes. The recent development of this compound ISM (in situ microparticles), a long-acting injectable formulation, addresses limitations of earlier long-acting antipsychotics by achieving therapeutic levels for one month without requiring an injectable loading dose or oral supplementation at the start of treatment. This innovation potentially improves adherence by eliminating barriers associated with treatment initiation.
Pharmacogenetic Studies : A growing body of research explores how genetic variations affect individual responses to this compound. Studies have identified polymorphisms in genes involved in drug metabolism (CYP2D6, CYP3A, ABCB1) that may predict differences in plasma concentrations and side effects. Additionally, variants in receptor genes (5HT2A, 5HT2C, 5HT6, DRD2, DRD3, BDNF) have been associated with specific adverse reactions including metabolic changes, extrapyramidal symptoms, and prolactin increases.
Applications in Autism Spectrum Disorder : A 2021 systematic review and meta-analysis evaluated this compound's effects on various domains of the Aberrant Behaviour Checklist (ABC) scale in Autism Spectrum Disorder. The findings demonstrated that this compound significantly improved symptoms associated with autism compared to placebo, particularly for irritability and hyperactivity. The analysis also showed efficacy for treating lethargy and inadequate speech, which had not been conclusively established in previous individual studies.
ABC Domain | Short-term Effect | Long-term Effect | Effect vs. Placebo |
---|---|---|---|
Irritability | Significant reduction | Greater with long-term use | Large effect |
Hyperactivity | Significant reduction | Sustained effect | Significant |
Stereotypic behavior | Significant reduction | Maintained | Significant |
Lethargy/social withdrawal | Significant improvement | Maintained | Significant |
Inappropriate speech | Greatest in short-term | Maintained | Significant |
Properties
IUPAC Name |
3-[2-[4-(6-fluoro-1,2-benzoxazol-3-yl)piperidin-1-yl]ethyl]-2-methyl-6,7,8,9-tetrahydropyrido[1,2-a]pyrimidin-4-one | |
---|---|---|
Source | PubChem | |
URL | https://pubchem.ncbi.nlm.nih.gov | |
Description | Data deposited in or computed by PubChem | |
InChI |
InChI=1S/C23H27FN4O2/c1-15-18(23(29)28-10-3-2-4-21(28)25-15)9-13-27-11-7-16(8-12-27)22-19-6-5-17(24)14-20(19)30-26-22/h5-6,14,16H,2-4,7-13H2,1H3 | |
Source | PubChem | |
URL | https://pubchem.ncbi.nlm.nih.gov | |
Description | Data deposited in or computed by PubChem | |
InChI Key |
RAPZEAPATHNIPO-UHFFFAOYSA-N | |
Source | PubChem | |
URL | https://pubchem.ncbi.nlm.nih.gov | |
Description | Data deposited in or computed by PubChem | |
Canonical SMILES |
CC1=C(C(=O)N2CCCCC2=N1)CCN3CCC(CC3)C4=NOC5=C4C=CC(=C5)F | |
Source | PubChem | |
URL | https://pubchem.ncbi.nlm.nih.gov | |
Description | Data deposited in or computed by PubChem | |
Molecular Formula |
C23H27FN4O2 | |
Source | PubChem | |
URL | https://pubchem.ncbi.nlm.nih.gov | |
Description | Data deposited in or computed by PubChem | |
DSSTOX Substance ID |
DTXSID8045193 | |
Record name | Risperidone | |
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Molecular Weight |
410.5 g/mol | |
Source | PubChem | |
URL | https://pubchem.ncbi.nlm.nih.gov | |
Description | Data deposited in or computed by PubChem | |
Physical Description |
Solid | |
Record name | Risperidone | |
Source | Human Metabolome Database (HMDB) | |
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Solubility |
Soluble in methylene chloride; sparingly soluble in alcohol; practically insoluble in water, Practically insoluble in water, freely soluble in methylene chloride and soluble in methanol and 0.1N hydrochloric acid | |
Record name | Risperidone | |
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Impurities |
3-[2-[4-[(E)-(2,4-difluorophenyl)(hydroxyimino)methyl]piperidin-1-yl]ethyl]-2-methyl-6,7,8,9-tetrahydro-4H-pyrido[1,2-a]pyrimidin-4-one; 3-[2-[4-[(Z)-(2,4-difluorophenyl)(hydroxyimino)methyl]piperidin-1-yl]ethyl]-2-methyl-6,7,8,9-tetrahydro-4H-pyrido[1,2-a]pyrimidin-4-one; (9RS)-3-[2-[4-(6-fluoro-1,2-benzisoxazol-3-yl)piperidin-1-yl]ethyl]-9-hydroxy-2-methyl-6,7,8,9-tetrahydro-4H-pyrido[1,2-a]pyrimidin-4-one; 3-[2-[4-(5-fluoro-1,2-benzisoxazol-3-yl)piperidin-1-yl]ethyl]-2-methyl-6,7,8,9-tetrahydro-4H-pyrido[1,2-a]pyrimidin-4-one; (6RS)-3-[2-[4-(6-fluoro-1,2-benzisoxazol-3-yl)piperidin-1-yl]ethyl]-2,6-dimethyl-6,7,8,9-tetrahydro-4H-pyrido[1,2-a]pyrimidin-4-one; 2-[2-methyl-4-oxo-6,7,8,9-tetrahydro-4H-pyrido[1,2-a]pyrimidin-3-yl]ethyl 4-(6-fluoro-1,2-benzisoxazol-3-yl)piperidine-1-carboxylate; 3-[2-[4-(2,4-difluorobenzoyl)piperidin-1-yl]ethyl]-2-methyl-6,7,8,9-tetrahydro-4H-pyrido[1,2-a]pyrimidin-4-one; 3-[2-[4-[4-fluoro-2-[4-(6-fluoro-1,2-benzisoxazol-3-yl)piperidine-1-yl]benzoyl]piperidin-1-yl]ethyl]-2-methyl-6,7,8,9-tetrahydro-4H-pyrido[1,2-a]pyrimidin-4-one | |
Record name | RISPERIDONE | |
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Color/Form |
White to slightly beige powder, Crystals from dimethylformamide + propanol | |
CAS No. |
106266-06-2 | |
Record name | Risperidone | |
Source | CAS Common Chemistry | |
URL | https://commonchemistry.cas.org/detail?cas_rn=106266-06-2 | |
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Record name | Risperidone [USAN:USP:INN:BAN] | |
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Record name | Risperidone | |
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Record name | risperidone | |
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Record name | Risperidone | |
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Record name | 4H-Pyrido[1,2-a]pyrimidin-4-one, 3-[2-[4-(6-fluoro-1,2-benzisoxazol-3-yl)-1-piperidinyl]ethyl]-6,7,8,9-tetrahydro-2-methyl | |
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Record name | RISPERIDONE | |
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Record name | RISPERIDONE | |
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Record name | Risperidone | |
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Melting Point |
170 °C | |
Record name | Risperidone | |
Source | DrugBank | |
URL | https://www.drugbank.ca/drugs/DB00734 | |
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Record name | RISPERIDONE | |
Source | Hazardous Substances Data Bank (HSDB) | |
URL | https://pubchem.ncbi.nlm.nih.gov/source/hsdb/7580 | |
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 | Risperidone | |
Source | Human Metabolome Database (HMDB) | |
URL | http://www.hmdb.ca/metabolites/HMDB0005020 | |
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. | |
Preparation Methods
Friedel-Crafts Condensation Pathway
The classical synthesis involves a multi-step sequence starting with Friedel-Crafts acylation. 1,3-Difluorobenzene (I) reacts with 1-acetylpiperidine-4-carbonyl chloride (II) in dichloromethane catalyzed by AlCl₃, yielding 1-acetyl-4-(2,4-difluorobenzoyl)piperidine (III). Hydrolysis of III with 6N HCl under reflux produces 4-(2,4-difluorobenzoyl)piperidine (IV), which is subsequently converted to an oxime (V) via hydroxylamine in ethanol. Cyclization of V with KOH in boiling water generates 6-fluoro-3-(4-piperidinyl)-1,2-benzisoxazole (VI), which is finally condensed with 3-(2-chloroethyl)-2-methyl-6,7,8,9-tetrahydro-4H-pyrido[1,2-a]pyrimidin-4-one (VII) using K₂CO₃ and KI.
Alkylation-Based Synthesis
An alternative method involves reacting 4-(6-fluoro-1,2-benzisoxazol-3-yl)-piperidine with 3-(2-chloroethyl)-6,7,8,9-tetrahydro-2-methyl-4H-pyrido[1,2-a]pyrimidin-4-one in aqueous Na₂CO₃ at 85–90°C for 4 hours. Post-reaction processing includes dissolution in dimethylformamide (DMF) at 80°C, followed by cooling and filtration to yield this compound with 73% efficiency.
Polymorphic Form Preparation
This compound exhibits multiple polymorphic forms (A, B, E), each requiring distinct crystallization conditions.
Form A Crystallization
Solvent-Based Methods :
-
Dissolution in organic solvents (e.g., acetone, toluene, methanol) at reflux, followed by cooling to 25°C and ice-bath precipitation. Optimal solvent ratios include 1:28–1:32 (this compound:acetone) for 99.7–99.8% purity.
-
Dichloromethane/cyclohexane systems: this compound dissolved in dichloromethane (1:9 ratio) precipitates Form A upon hexane addition.
Thermal Conversion :
Form B Crystallization
-
Alcohol/Water Systems : this compound dissolved in C₁–C₄ alcohols (1:7.5–1:9 ratio) precipitates Form B upon water addition. Methanol (45 mL/g) with 70 mL water yields Form B, convertible to A via heating.
-
Acid/Base Precipitation : Dissolution in 0.5N HCl followed by Na₂CO₃ addition at pH 8 produces Form B mixtures.
Form E Crystallization
Recrystallization and Purification
Solvent Selection for Purity Enhancement
Solvent | Ratio (this compound:Solvent) | Purity (%) | Yield (%) |
---|---|---|---|
Acetone | 1:28–1:32 | 99.7–99.8 | 60–63 |
Isopropanol | 1:12 | 98.5 | 63–74 |
Methanol/Water | 1:7.5 | 97.2 | 70–82 |
Recrystallization in acetone eliminates residual DMF, addressing toxicity concerns. Hot filtration at reflux ensures impurity removal, with cooling rates affecting crystal size and form stability.
Process Optimization and Yield Analysis
Temperature and Time Dependence
Catalytic and Solvent Effects
-
AlCl₃ in Friedel-Crafts : Critical for acylation efficiency but requires stringent moisture control.
-
K₂CO₃ vs. NaOH : K₂CO₃ in alkylation reduces side reactions, improving yield to 73% vs. 50–60% with NaOH.
Comparative Analysis of Methods
Parameter | Friedel-Crafts Route | Alkylation Route | Recrystallization |
---|---|---|---|
Yield (%) | 60–65 | 70–73 | 60–99.8 |
Purity (%) | 95–98 | 97–99 | 97–99.8 |
Solvent Toxicity | High (AlCl₃, DMF) | Moderate (DMF) | Low (acetone) |
Polymorph Control | Limited | Limited | High |
Chemical Reactions Analysis
- Risperidone undergoes several types of reactions, including oxidation, reduction, and substitution.
- Common reagents include strong acids or bases, reducing agents, and catalysts.
- Major products formed during these reactions include derivatives of this compound with modified functional groups.
Scientific Research Applications
FDA-Approved Indications
Risperidone is approved by the FDA for several conditions, including:
Condition | Age Group | Formulation |
---|---|---|
Schizophrenia | Adults and children 13+ | Oral tablets, oral solution, long-acting injection |
Bipolar I Disorder (acute manic or mixed episodes) | Adults (monotherapy) and children 10+ (adjunctive) | Oral tablets, long-acting injection |
Autism-associated irritability | Children aged 5 and older | Oral tablets, oral solution |
The long-acting injectable form is particularly significant for maintaining treatment adherence in patients with schizophrenia and bipolar disorder .
Off-Label Uses
This compound is frequently prescribed off-label for various conditions, including:
- Aggression and agitation in patients with dementia
- Treatment-resistant depression as an adjunct to antidepressants
- Borderline personality disorder
- Tourette syndrome
- Trichotillomania
- Conduct disorder
- Post-traumatic stress disorder (PTSD)
These off-label uses highlight this compound's versatility in managing complex psychiatric symptoms beyond its approved indications .
Case Studies
- Schizophrenia Treatment : A randomized controlled trial demonstrated that this compound significantly reduced the Positive and Negative Syndrome Scale (PANSS) scores compared to placebo in patients with schizophrenia. The effective dosage ranged from 1 to 6 mg daily .
- Bipolar Disorder : In a study involving adolescents aged 10-17 years, this compound was shown to be effective in reducing manic symptoms as measured by the Young Mania Rating Scale (Y-MRS). Dosages between 0.5 mg to 2.5 mg were found to be particularly effective .
- Autism Spectrum Disorder : A clinical trial focused on children with autism showed that this compound effectively reduced irritability and aggression, with significant improvements noted within weeks of treatment initiation .
Adverse Effects and Safety Profile
While this compound is generally well-tolerated, it is associated with potential adverse effects such as:
- Weight gain
- Metabolic syndrome
- Extrapyramidal symptoms (EPS)
- Sedation
- Increased risk of neuroleptic malignant syndrome (NMS)
Monitoring for these side effects is crucial, especially in vulnerable populations like the elderly or those with pre-existing health conditions .
Mechanism of Action
- Risperidone acts as a potent antagonist at dopamine D₂ receptors and serotonin 5-HT₂ receptors.
- By balancing central nervous system effects, it minimizes extrapyramidal side effects while addressing both positive and negative symptoms of schizophrenia.
Comparison with Similar Compounds
Table 1: Olanzapine vs. This compound in BPSD
Parameter | Olanzapine | This compound | Reference |
---|---|---|---|
PANSS Reduction (Mean) | 12.4 points | 10.1 points | |
EPS Incidence | 18% | 28% | |
Metabolic AE Incidence | 34% | 22% |
Lurasidone
Efficacy: A 6-week randomized trial demonstrated non-inferiority of lurasidone to this compound in schizophrenia, with a pre-specified margin of 7 points on the PANSS scale . Safety: Lurasidone has a lower EPS risk and minimal metabolic impact compared to this compound, making it preferable for patients with obesity or diabetes .
Paliperidone (9-Hydroxythis compound)
Pharmacodynamics: Paliperidone, the primary metabolite of this compound, has lower 5-HT2A affinity (5-HT2A/D2 ratio = 1.0 vs. Pharmacokinetics: As a long-acting injectable, paliperidone palmitate achieves steadier plasma concentrations than oral this compound, improving adherence . Tolerability: this compound ISM (in situ microsuspension) required anticholinergic agents in 2.3% of patients vs. 4.1% for paliperidone palmitate .
Table 2: Receptor Binding Affinities
Compound | D2 Ki (nM) | 5-HT2A Ki (nM) | 5-HT2A/D2 Ratio | Reference |
---|---|---|---|---|
This compound | 3.8 | 0.4 | 0.11 | |
9-Hydroxythis compound | 5.1 | 5.0 | 1.0 |
Haloperidol
Efficacy : this compound ≤8 mg/day showed comparable efficacy to haloperidol in schizophrenia but with superior tolerability .
Safety : EPS incidence with this compound (22%) was half that of haloperidol (45%), and this compound required fewer anticholinergic adjuncts (15% vs. 38%) .
Other SGAs
- Clozapine : Superior efficacy in treatment-resistant schizophrenia but carries a risk of agranulocytosis, unlike this compound .
- Amisulpride : Similar EPS rates to this compound but less effective against negative symptoms .
- Ziprasidone : Both inhibit CYP2D6 (Ki = 6.9 μM for this compound vs. 11 μM for ziprasidone), increasing drug interaction risks .
Pharmacokinetic and Metabolic Considerations
- Formulation Impact : A lipid-based this compound formulation (VAL401) showed similar AUC and Cmax to oral this compound but a shorter half-life (15 vs. 20 hours), possibly due to altered distribution .
- CYP Interactions : this compound’s metabolism via CYP2D6 makes it susceptible to interactions with inhibitors (e.g., terbinafine), elevating this compound:9-OHR ratios and EPS risk .
Biological Activity
Risperidone is an atypical antipsychotic medication primarily used to treat schizophrenia, bipolar disorder, and irritability associated with autistic disorder. Its biological activity is characterized by its interaction with various neurotransmitter receptors in the brain, particularly dopamine and serotonin receptors. This article delves into the mechanisms, efficacy, safety profiles, and clinical findings related to this compound.
This compound exhibits its pharmacological effects mainly through the following mechanisms:
- Dopamine Receptor Antagonism : It has a high affinity for D2 dopamine receptors, which are implicated in the pathophysiology of schizophrenia. By blocking these receptors, this compound reduces dopaminergic activity, which is often elevated in psychotic disorders .
- Serotonin Receptor Modulation : this compound also has a significant affinity for 5-HT2A serotonin receptors. This action is crucial as it helps mitigate some of the extrapyramidal side effects commonly associated with traditional antipsychotics that predominantly block D2 receptors . The balance between dopamine and serotonin receptor activity is thought to contribute to its therapeutic effects.
Clinical Studies
- Reduction of Aggressive Behavior : A double-blind, placebo-controlled study involving children with disruptive behaviors demonstrated that this compound significantly reduced aggressive behaviors compared to placebo. The study reported a change in scores on behavior rating scales indicating substantial improvement in conduct problems .
- Effects on Serotonin Transporter (SERT) Expression : Research indicates that this compound treatment leads to decreased expression of SERT in patients when compared to drug-naïve individuals. This reduction correlates with improved clinical outcomes as measured by the Positive and Negative Syndrome Scale (PANSS) scores .
- Long-term Effects : In studies assessing long-term this compound use, it was observed that while initial treatment resulted in decreased receptor binding sites for 5-HT2A, these sites tended to increase again after one year of therapy, suggesting a complex interaction over time between the drug and receptor dynamics .
Safety Profile
This compound is generally well-tolerated; however, it is associated with several adverse effects:
- Common Side Effects : These include headache, somnolence, and weight gain. In clinical trials, patients treated with this compound experienced a mean weight increase of approximately 2.2 kg compared to 0.9 kg in placebo groups .
- Extrapyramidal Symptoms (EPS) : While this compound has a lower incidence of EPS compared to typical antipsychotics, some patients still report these symptoms. The risk appears to be dose-dependent and varies among different populations .
- Adverse Events Across Populations : In pooled analyses from multiple clinical trials, approximately 49% of patients treated with this compound reported adverse events. The incidence was notably higher in populations diagnosed with autism (94%) compared to those with schizophrenia or bipolar disorder .
Data Tables
Case Studies
-
Case Study on Aggression Management :
- A cohort of 118 children aged 5-12 years showed significant behavioral improvements after six weeks on this compound, highlighting its efficacy in managing severe disruptive behaviors.
-
Longitudinal Study on SERT Levels :
- A longitudinal analysis indicated that this compound treatment led to a marked decrease in SERT levels over time, which correlated positively with clinical symptom improvement as measured by PANSS.
Q & A
Q. How do standardized psychiatric rating scales (e.g., PANSS) address variability in assessing risperidone’s efficacy for schizophrenia?
The Positive and Negative Syndrome Scale (PANSS) operationalizes symptom severity through 30 items, balancing positive, negative, and general psychopathology domains. Its reliability stems from standardized scoring protocols and statistical validation (e.g., inverse correlation between positive/negative symptoms after controlling for global severity). Researchers must ensure inter-rater reliability by training evaluators and applying correction factors for baseline symptom heterogeneity .
Q. What methodological challenges arise in designing pediatric formulations of this compound, and how are they addressed?
Pediatric formulations require overcoming poor drug flowability, compaction, and dosing precision. A Box-Behnken experimental design optimizes excipient combinations (e.g., mannitol, microcrystalline cellulose) to improve mechanical properties and disintegration times. Critical parameters include superdisintegrant swelling pressure and glidant surface area, validated via FTIR compatibility studies and in vitro disintegration testing .
Q. How are physicochemical properties (e.g., pKa, log P) of this compound determined to inform formulation and pharmacokinetic studies?
The dissociation constant (pKa) is measured via UV-spectrophotometric titration across pH gradients, while the partition coefficient (log P) is quantified using the shake-flask method with octanol/water phases. These parameters guide solubility enhancement strategies and predict bioavailability in preclinical models .
Advanced Research Questions
Q. How can researchers reconcile contradictory findings in this compound’s osteoblast toxicity across preclinical models?
Dose-dependent inhibition of MC3T3-E1 cell proliferation (e.g., 48-hour IC50) must be contextualized with in vivo pharmacokinetics. Confounding factors include species-specific metabolic pathways and exposure duration. Researchers should employ longitudinal studies with bone turnover biomarkers (e.g., ALP, TRAP) and adjust dosing regimens to mirror human therapeutic indices .
Q. What statistical approaches mitigate bias in retrospective analyses of this compound-associated adverse events (AEs) in EHR datasets?
Multivariate regression models adjust for covariates like comorbidities, polypharmacy, and dose escalation patterns. Time-to-event analyses (e.g., Kaplan-Meier) account for censored data, while MedEx NLP tools standardize AE extraction from unstructured clinical notes. Sensitivity analyses validate robustness against missing data assumptions .
Q. How does the Box-Behnken design optimize this compound OD-mini-tablets while minimizing production variability?
This response surface methodology evaluates interactions between excipient ratios (X1: mannitol-Avicel), superdisintegrant swelling (X2), and glidant surface area (X3). Outputs (crushing strength, friability) are modeled via polynomial equations to identify robust design spaces. Process validation includes content uniformity testing per USP <905> .
Q. What mechanistic insights link this compound’s receptor affinity to differential outcomes in autism-related irritability vs. schizophrenia?
Comparative receptor binding assays (e.g., D2/5-HT2A ratios) and fMRI studies correlate occupancy thresholds with behavioral outcomes. In autism, lower D2 affinity may reduce extrapyramidal symptoms, while 5-HT2A antagonism modulates irritability. Mechanistic studies should integrate PET imaging with longitudinal PANSS-A (Autism) subscales .
Q. How do HPLC method validation protocols ensure specificity in quantifying this compound and its metabolites?
A 32-mixture design optimizes mobile phase composition (methanol-acetonitrile-phosphate buffer) for baseline separation. Validation includes linearity (1–50 µg/mL), precision (RSD <2%), and robustness testing per ICH Q2(R1). Forced degradation studies (acid/alkaline hydrolysis) confirm stability-indicating capability .
Methodological Guidelines
What criteria define a well-structured research question for this compound clinical trials?
Apply the PICOT framework: P opulation (e.g., children with autism), I ntervention (this compound dose range), C omparator (placebo/alternative antipsychotic), O utcome (e.g., ABC-Irritability score), and T imeframe (8-week RCT). Avoid vague terms like “evaluate efficacy” in favor of operationalized endpoints .
Q. How should systematic reviews address heterogeneity in this compound pharmacovigilance studies?
Use SPIDER (Sample, Phenomenon of Interest, Design, Evaluation, Research type) to filter studies by AE type, dosing regimen, and patient demographics. Meta-regression models quantify heterogeneity sources (e.g., age, CYP2D6 polymorphisms), while GRADE criteria assess evidence quality .
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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.