Molecular mechanism triplets showing drug-adverse event-protein relationships
Comprehensive Information and Reliability for Drug-ADE Association
This interactive network visualization shows the relationships between the top 50 drugs (ranked by case number) out of 3 total drugs associated with this adverse event, their known and potential off-target proteins, and the associated adverse effect. The connections indicate binding interactions and mechanistic pathways.
| Priority Level | Score Range | Description | Evidence Characteristics |
|---|---|---|---|
| High | Score ≥ 6.67High-priority associations requiring immediate attention. | Strong evidence across multiple dimensions with high statistical significance, robust association measures, and substantial case numbers. Warrant priority pharmacovigilance action. | High P-value scores (significant Adjust-P), Strong ROR/PRR values, Substantial case numbers, Complete dimensional coverage, Minimal data filtering needed. |
| Medium | 3.33 ≤ Score < 6.67Medium-priority associations requiring careful evaluation. | Moderate evidence quality with acceptable statistical significance and association strength. May need additional validation or monitoring before definitive action. | Moderate P-value significance, Reasonable ROR/PRR measures, Adequate case numbers, Partial dimensional coverage, Some data quality considerations. |
| Low | Score < 3.33Low-priority associations with limited evidence strength. | May represent weak signals, insufficient data, or associations requiring extensive additional investigation before any regulatory or clinical consideration. | Weak P-value significance, Low association measures, Limited case numbers, Incomplete dimensional data, Significant data filtering applied. |
| Severity Level | Score Range | Description | Typical outcomes |
|---|---|---|---|
| Minimal | 0 ≤ Score ≤ 0.387 Low severity ADRs requiring minimal intervention. | Events that need medical attention to prevent permanent damage but without hospitalization or life-threatening consequences. | Primarily RI (Required Intervention) outcomes, Outpatient management, Preventive measures, Early intervention prevents escalation. |
| Mild | 0.387 < Score ≤ 0.861 Mild severity events requiring hospitalization. | Mix of intervention-required and hospitalization cases with manageable clinical outcomes and good recovery potential. | Mix of RI and HO outcomes, Initial or prolonged hospitalization, Active medical management, Generally favorable prognosis. |
| Moderate | 0.861 < Score ≤ 1.500 Moderate ADRs resulting in permanent disability. | Higher proportion of hospitalization and disability cases requiring intensive medical management and long-term care planning. | Increased HO and DS outcomes, Permanent disability, Extended hospitalization, Rehabilitation required, Long-term functional impairment. |
| Severe | 1.500 < Score ≤ 2.52High severity life-threatening events with significant morbidity. | Notable presence of disability and life-threatening outcomes requiring emergency intervention and intensive care management. | Prominent DS and LT outcomes, Life-threatening events, Emergency intervention required, ICU admission, High risk of permanent consequences. | Critical | 2.524 < Score ≤ 5.000Critical life-threatening or fatal ADRs with maximum clinical impact. | High proportion of life-threatening events and deaths with very strong drug-event associations requiring immediate regulatory action. | Significant LT and DE outcomes, Fatal events, Emergency life-support measures, Immediate drug discontinuation, Regulatory safety alerts. |
| Confidence Level | Relationships | Description | Evidence Types |
|---|---|---|---|
| Known/Valid | Direct DTA relationships | The drug-ADE, drug-target, and target-ADE associations are all derived from the same literature source. | Experimental validation, Clinical evidence |
| High | DT + TA + DA | Two of the three associations (drug-ADE, drug-target, and target-ADE) are derived from the same literature source, while the third is validated by other literature. | Multiple corroborating sources |
| Medium | DT + TA + DA | Two of the three associations (drug-ADE, drug-target, and target-ADE) are validated by separate literature sources. | Partial evidence chain |
| Low | TA + DT | Only target-ADE and drug-target associations are validated by literature sources. | Associative evidence only |
Pharmaceutic Granularity for Route and Formulation specification
| Route | Drug Name | Case Number | Confidence Score | Confidence Level | Severity Score | Severity Level | Details | ||
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| Form | Drug Name | Case Number | Confidence Score | Confidence Level | Severity Score | Severity Level | Details | ||
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Personalized Granularity for Disease and Indication Stratification
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