ADR Monitoring · Assessment Scales · PVPI · Signal Detection · Pharmacogenomics
| Term | Definition |
|---|---|
| Adverse Drug Reaction (ADR) | A response to a medicine which is noxious and unintended, occurring at doses normally used for prophylaxis, diagnosis or therapy. (WHO, 1972) |
| Adverse Event (AE) | Any untoward medical occurrence in a patient administered a pharmaceutical product — does not necessarily have a causal relationship with the treatment. |
| Side Effect | Any unintended effect occurring at therapeutic doses; related to the pharmacological properties of the drug. |
| Toxic Effect | Harmful effect from a dose higher than normally used. |
| SAE (Serious AE) | Results in: death · life-threatening · inpatient hospitalisation · persistent disability · congenital anomaly · medically significant event. |
| SUSAR | Suspected Unexpected Serious Adverse Reaction — a SAR not consistent with the Reference Safety Information. |
| Signal (WHO) | Reported information on a possible causal relationship between an AE and a drug, previously unknown or incompletely documented. Typically requires ≥ 3 case reports as a minimum threshold. |
| Pharmacovigilance (WHO) | The science and activities relating to the detection, assessment, understanding, and prevention of adverse effects or any other medicine-related problem. |
| Dechallenge | Withdrawal of the suspected drug — positive dechallenge = reaction improves/resolves after stopping. |
| Rechallenge | Re-administration of the suspected drug — positive rechallenge = reaction reappears. (Often ethically restricted) |
| ICSR | Individual Case Safety Report — the standard unit of ADR reporting in global databases. |
| DHPC | Direct Healthcare Professional Communication — urgent safety message sent directly to prescribers. |
| Type | Name | Description & Key Example | Features |
|---|---|---|---|
| A | Augmented | Dose-dependent, predictable from pharmacology, common, low mortality. Example: Hypoglycaemia with insulin | Dose-↑ = risk-↑ |
| B | Bizarre | Dose-independent, unpredictable, uncommon, high mortality. Example: Anaphylaxis with penicillin | Idiosyncratic; immune |
| C | Chronic | Related to cumulative dose / long-term use. Example: HPA suppression with steroids; Amiodarone pulmonary fibrosis | Cumulative-dose dependent |
| D | Delayed | Occurs after a delay; often dose-related. Example: Carcinogenesis with cyclophosphamide; thalidomide teratogenesis | Lag period after exposure |
| E | End-of-use | Occurs on withdrawal. Example: Opioid withdrawal syndrome; benzodiazepine withdrawal | Stops on reinstatement |
| F | Failure | Unexpected failure of therapy; often dose-related; caused by drug interactions. Example: OCP failure with rifampicin | Interaction-mediated |
DoTS classifies ADRs along three independent axes:
| Axis | Categories |
|---|---|
| Dose-relatedness | Toxic (supratherapeutic dose) · Collateral (occurs at therapeutic dose — expected pharmacology) · Hypersusceptibility (subtherapeutic dose, due to patient susceptibility) |
| Time-course | Time-independent (can occur any time) · First-dose · Intermediate (during early course) · Late/Delayed · Withdrawal · Long-term |
| Susceptibility | Age · Sex · Genetic polymorphisms · Co-morbidities · Drug interactions |
The most widely used causality tool in routine pharmacovigilance — used in VigiBase, PVPI. Scale: Certain → Probable → Possible → Unlikely → Conditional → Unassessable.
| Category | Full Criteria | Key Point |
|---|---|---|
| CERTAIN | Plausible time sequence · Dechallenge positive · Rechallenge positive · Alternative cause excluded · Pharmacologically plausible | All 5 criteria met. Rechallenge positive is key — but NOT mandatory alone for 'Certain'. |
| PROBABLE / LIKELY | Reasonable time sequence · Dechallenge positive · Unlikely attributed to disease/other drugs · Rechallenge NOT required | No rechallenge needed; dechallenge positive is sufficient. |
| POSSIBLE | Reasonable time sequence · Could be explained by disease/other drugs · Dechallenge absent or unclear | Alternative cause cannot be excluded. |
| UNLIKELY | Time sequence improbable · Better explained by disease or other drugs | Causality considered remote. |
| CONDITIONAL / UNCLASSIFIED | Event not yet assessable; more data needed or data under examination | Data awaited — a relationship is not impossible. |
| UNASSESSABLE / UNCLASSIFIABLE | Insufficient or contradictory data; cannot be evaluated | Data quality prevents assessment even if more data arrives. |
C-P-P-U-C-U → Certain · Probable · Possible · Unlikely · Conditional · Unassessable
★ PVPI (India) uses WHO-UMC as the primary causality tool.
★ WHO-UMC / Naranjo agreement is weak (Kappa = 0.463 — they often disagree).
| Category | Definition |
|---|---|
| Definite | Reasonable temporal sequence · Recognised phenomenon · Dechallenge positive · Confirmed by rechallenge |
| Probable | Reasonable temporal sequence · Recognised phenomenon · Dechallenge positive · Rechallenge not done |
| Possible | Reasonable temporal sequence · May have been produced by patient condition or other drugs |
| Conditional | Temporal sequence reasonable · Not characteristic · Dechallenge equivocal · Explanation possible |
| Doubtful | Temporal relationship improbable · Other explanations more likely |
Published by Naranjo et al. (1981). Score range: −4 to +13.
| Question | Yes | No | D/K | Key Point / Trick |
|---|---|---|---|---|
| 1. Previous conclusive reports on this reaction? | +1 | 0 | 0 | Known documented ADR |
| 2. AE appeared after the suspected drug? | +2 | −1 | 0 | Temporal link — highest positive weight; 'No' gives NEGATIVE score |
| 3. AE improved when drug stopped or specific antidote given? | +1 | 0 | 0 | Positive dechallenge |
| 4. AE reappeared when drug was re-administered? | +2 | −1 | 0 | Rechallenge positive — strongest finding; ethically restricted |
| 5. Are there alternative causes that could fully explain the reaction? | −1 | +2 | 0 | 'No alternative cause' = +2 — key discriminating question |
| 6. AE reappeared when a placebo was given? | −1 | +1 | 0 | Only question where 'No' → positive score (+1) |
| 7. Drug detected in blood/fluids in toxic concentrations? | +1 | 0 | 0 | Objective laboratory evidence |
| 8. AE more severe when dose ↑ or less severe when dose ↓? | +1 | 0 | 0 | Dose-response relationship |
| 9. Similar reaction to same or similar drug before? | +1 | 0 | 0 | Prior hypersensitivity or ADR history |
| 10. AE confirmed by objective evidence? | +1 | 0 | 0 | Lab result, biopsy, imaging, ECG, etc. |
| Total Score | ADR Probability |
|---|---|
| ≥ 9 | DEFINITE ADR |
| 5 – 8 | PROBABLE ADR |
| 1 – 4 | POSSIBLE ADR |
| ≤ 0 | DOUBTFUL ADR |
| Level | Category | Full Criterion |
|---|---|---|
| 1 | MILD | ADR occurs but does NOT require any change in treatment with the suspected drug. |
| 2 | MILD | Drug withheld / discontinued / changed · No antidote required · No hospitalisation · No prolonged stay. |
| 3 | MODERATE | As Level 2 AND: (a) antidote/specific treatment needed; OR (b) hospitalisation required; OR (c) stay prolonged ≥ 1 day. |
| 4 | MODERATE | As Level 3 AND: clinically significant condition needing intensive management; OR permanent harm/disability; OR prolonged hospitalisation. |
| 5 | SEVERE | Requires intensive medical care (e.g., ICU) · Patient condition LIFE-THREATENING due to ADR. |
| 6 | SEVERE | ADR indirectly / contributorily caused the patient's death (contributing factor, not sole cause). |
| 7 | SEVERE | ADR is the PRIMARY, DIRECT cause of the patient's death. |
1–2 MILD | 3–4 MODERATE | 5–6–7 SEVERE
★ Level 3 = needs hospitalisation. Level 4 = needs ICU / intensive treatment OR permanent harm.
★ Level 6 = contributed to death. Level 7 = direct cause of death. (Key distinction!)
Assesses preventability — not causality or severity. Apply after confirming the ADR.
| Parameter | Details |
|---|---|
| Established | 2010 (initially 2004 as a pilot) |
| Nodal Agency (NCC) | Indian Pharmacopoeia Commission (IPC), Ghaziabad |
| Regulatory Authority | Central Drugs Standard Control Organisation (CDSCO), New Delhi |
| Structure | IME (Institutional Monitoring Centre) → AMC (Area Monitoring Centre) → NCC (IPC) |
| Reporting portal | VigiFlow (National ADR Monitoring System) |
| ADR reporting form | Yellow / Suspected ADR Reporting Form (now online via VigiFlow) |
| Who can report? | Healthcare professionals, patients, and caregivers — voluntary reporting |
| WHO PIDM membership | India joined WHO Programme for International Drug Monitoring in 1998 |
| Causality tool used | WHO-UMC scale (primary) |
| Method | Used By | How it works / Threshold |
|---|---|---|
| PRR (Proportional Reporting Ratio) | EMA, MHRA | Compares proportion of a specific ADR for a drug vs all drugs. Signal if PRR ≥ 2 with lower bound 95% CI > 1. Frequentist. |
| ROR (Reporting Odds Ratio) | EMA / EudraVigilance | Odds of reporting a specific ADR with a drug vs all other ADRs. Frequentist method. |
| BCPNN (Bayesian Confidence Propagation Neural Network) | WHO / VigiBase (UMC) | Generates Information Component (IC). Signal if IC025 > 0. |
| MGPS (Multi-item Gamma Poisson Shrinker) | FDA / FAERS | Generates EBGM score. Signal if EBGM05 ≥ 2. |
| Gene / Variant | Drug | ADR | Notes |
|---|---|---|---|
| HLA-B*57:01 | Abacavir | Hypersensitivity reaction (AHR) | ~8% of Caucasians. Mandatory pre-screening. REMS required. Rechallenge CONTRAINDICATED — potentially fatal. |
| HLA-B*15:02 | Carbamazepine | Stevens-Johnson Syndrome (SJS) | Common in South/Southeast Asian populations (South Indian Tamils). Mandatory screening in Taiwan/Thailand. |
| HLA-B*58:01 | Allopurinol | SJS / TEN | Southeast Asian patients. Mandatory screening in some Asian countries. |
| G6PD deficiency | Primaquine, Dapsone, Nitrofurantoin | Haemolytic anaemia | X-linked; screen before antimalarials in endemic regions. |
| CYP2D6 poor metaboliser | Codeine / Tramadol | Morphine toxicity (opioid overdose) | Poor metaboliser = no conversion to active morphine → accumulation if prodrug bypassed; Ultra-rapid = excess morphine. |
| CYP2C19 poor metaboliser | Clopidogrel | Reduced antiplatelet effect → thrombosis | Clopidogrel is a prodrug requiring CYP2C19 activation. Poor metaboliser = increased thrombotic risk. |
| TPMT deficiency | Azathioprine / 6-MP | Severe myelosuppression | TPMT deficient patients accumulate 6-TGN → bone marrow toxicity. Screen before starting. |
| UGT1A1*28 | Irinotecan | Severe diarrhoea, neutropaenia | Reduced glucuronidation of active metabolite SN-38 → toxicity. |
| Phase | Population | Key Features |
|---|---|---|
| Preclinical | Animals | Toxicity, PK/PD, pharmacodynamics — no human exposure |
| Phase 0 | ~10 healthy volunteers | Microdosing (<1/100 of therapeutic dose) · No therapeutic intent · Exploratory |
| Phase I | 20–80 healthy volunteers | Safety, dosing, PK/PD · First-in-human · Dose escalation |
| Phase II | 100–300 patients | Efficacy, side effects, dose-range finding |
| Phase III | 1000–3000+ patients | Randomised controlled trials · Pivotal for approval |
| Phase IV | General population | Post-marketing surveillance · Real-world ADR monitoring · PSUR |
| Report Type | Timeframe |
|---|---|
| Fatal / life-threatening SUSAR (clinical trial) | 7 calendar days (expedited) |
| Other serious unexpected SARs (clinical trial) | 15 calendar days (expedited) |
| PSUR submission frequency | Every 6 months (first 2 years) → annually (next 3 years) → as per licensing authority |
| IND Safety Report — unexpected serious ADR (USA) | 15 calendar days |
| NDA/BLA post-marketing — serious unexpected ADR (USA) | 15-day alert report |