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HIGH YIELD NOTES ~5 min read

Core Concepts

Statistics & EBM:

  • Study Design: RCT (intervention), Cohort (prognosis), Case-control (rare disease), Cross-sectional (prevalence).
  • Bias: Selection, Information (recall, observer), Confounding.
  • Hypothesis Testing: Null (H0) vs. Alternative (H1). P-value (<0.05 significant). Type I Error (alpha, false+), Type II Error (beta, false-).
  • Measures: Sensitivity (TP rate), Specificity (TN rate), PPV, NPV, NNT (Number Needed to Treat). Likelihood Ratios.
  • Evidence Hierarchy: Meta-analysis > RCT > Cohort > Case-control > Case series > Expert opinion.
Ethics & Law:
  • Pillars: Autonomy, Beneficence, Non-maleficence, Justice.
  • Consent: Voluntary, Informed, Capacity (decision-specific). Presumed capacity in adults.
  • Confidentiality: Duty to protect, but can be overridden (e.g., public interest, court order).
  • GMC Guidance: Provides professional standards and ethical principles for doctors.
Pharmacology:
  • Pharmacokinetics (PK): ADME (Absorption, Distribution, Metabolism - CYP450, Excretion). Half-life (t1/2).
  • Pharmacodynamics (PD): Receptor interactions (agonist, antagonist), therapeutic index.
  • ADRs: Type A (predictable, dose-dependent) vs. Type B (idiosyncratic, unpredictable).
Genetics:
  • Mendelian: Autosomal Dominant (vertical), Autosomal Recessive (horizontal, consanguinity), X-linked (males affected, no male-male transmission).
  • Concepts: Penetrance (proportion expressing phenotype), Expressivity (variation in phenotype), Anticipation.
  • Chromosomal: Aneuploidy (e.g., Trisomy 21).
Immunology:
  • Immunity: Innate (non-specific) vs. Adaptive (specific, memory โ€“ B/T cells).
  • Hypersensitivity (Gell & Coombs): Type I (IgE, anaphylaxis), Type II (IgG/M, cell surface), Type III (Immune complexes), Type IV (T-cell, delayed).
Pathology:
  • Cell Injury/Adaptation: Reversible/Irreversible. Atrophy, Hypertrophy, Hyperplasia, Metaplasia, Dysplasia. Necrosis, Apoptosis.
  • Inflammation: Acute (neutrophils) vs. Chronic (lymphocytes, macrophages, fibrosis).
  • Neoplasia: Benign vs. Malignant (invasion, mets). Oncogenes, Tumour Suppressors.

Clinical Presentation

  • Statistics: Scenarios requiring interpretation of study results (p-values, CIs, NNT) or identification of methodological flaws/biases.
  • Ethics: Dilemmas involving patient capacity, refusal of treatment, confidentiality breaches, or resource allocation.
  • Pharmacology: Patients presenting with unusual adverse drug reactions, drug interaction symptoms, or therapeutic failure/toxicity due to PK/PD variations.
  • Genetics: Pedigrees showing specific inheritance patterns, or descriptions of syndromes with known genetic bases.
  • Immunology: Clinical cases involving allergic reactions (e.g., anaphylaxis), autoimmune disorders, or transplant rejection.
  • Pathology: Descriptions of gross or microscopic findings from biopsies/autopsies, or clinical features of inflammation/neoplasia.

Diagnosis (Gold Standard)

  • Statistics: Critical appraisal of research papers to identify study design, statistical methods, bias, and validity. Calculation/interpretation of NNT, likelihood ratios.
  • Ethics: Application of ethical frameworks (e.g., 4 pillars) and GMC guidance to resolve clinical dilemmas. Assessment of patient capacity.
  • Pharmacology: Detailed drug history and understanding of PK/PD principles to identify causative agents of ADRs or interactions. Therapeutic drug monitoring for narrow therapeutic index drugs.
  • Genetics: Pedigree analysis, karyotyping (for chromosomal abnormalities), molecular genetic testing (PCR, sequencing) for specific gene mutations.
  • Immunology: Specific IgE levels (Type I), direct/indirect Coombs test (Type II), immune complex assays (Type III), Mantoux/patch testing (Type IV). Autoantibody panels.
  • Pathology: Histopathological examination (microscopy) of biopsy specimens, immunohistochemistry, molecular pathology.

Management (First Line)

  • Statistics: Applying evidence-based medicine (EBM) principles to clinical practice, informed decision-making based on robust research.
  • Ethics: Prioritising patient autonomy, ensuring informed consent, maintaining confidentiality (unless overridden), best interest decisions for those lacking capacity.
  • Pharmacology: Rational drug choice based on efficacy, safety profile, patient factors (renal/hepatic function, age, comorbidities), potential drug interactions. Dose adjustments. ADR reporting.
  • Genetics: Genetic counselling, prenatal diagnosis/screening, pre-implantation genetic diagnosis, family screening.
  • Immunology: Avoidance of triggers (Type I), antihistamines/steroids (Type I/III/IV), immunosuppression (autoimmune), plasma exchange/IVIG (some Type II/III).
  • Pathology: Informs clinical decisions on prognosis, treatment selection (e.g., targeted therapies for specific tumour mutations), and surgical margins.

Exam Red Flags

  • Confusing Type I (alpha, false positive) and Type II (beta, false negative) errors.
  • Misinterpreting a p-value as the probability of the null hypothesis being true.
  • Overlooking common biases (e.g., recall bias in case-control, selection bias in non-randomised studies).
  • Failing to recognise a patientโ€™s capacity, or overriding autonomy without strong justification (public interest, severe harm).
  • Incorrectly classifying hypersensitivity reactions (e.g., contact dermatitis is Type IV, not I).
  • Ignoring significant drug-drug interactions, especially involving CYP450 enzymes or narrow therapeutic index drugs.
  • Missing key features distinguishing benign vs. malignant pathology (e.g., invasion, metastasis, pleomorphism).
  • Applying principles of positive feedback when negative feedback is the more common homeostatic mechanism.

Sample Practice Questions

Question 1

A 28-year-old male with Type 1 Diabetes Mellitus presents to the emergency department with polyuria, polydipsia, weight loss, and Kussmaul breathing. Blood tests reveal hyperglycemia (blood glucose 25 mmol/L), metabolic acidosis (pH 7.15, bicarbonate 8 mmol/L), and elevated plasma ketones. Which of the following best explains the metabolic acidosis in this patient?

A) Accumulation of beta-hydroxybutyrate and acetoacetate
B) Excessive lactic acid production due to tissue hypoperfusion
C) Renal tubular acidosis type 2
D) Ingestion of methanol
Explanation: This area is hidden for preview users.
Question 2

A 45-year-old male with a history of gallstones presents with severe epigastric pain radiating to the back, nausea, and vomiting. Laboratory tests show elevated serum amylase and lipase, consistent with acute pancreatitis. A serum calcium level is found to be 1.8 mmol/L (normal range 2.1-2.6 mmol/L). The most significant physiological mechanism contributing to the hypocalcemia observed in acute pancreatitis is:

A) Impaired vitamin D activation by the inflamed pancreas
B) Decreased parathyroid hormone (PTH) secretion due to systemic inflammation
C) Saponification of peri-pancreatic fat by released lipases
D) Renal calcium wasting due to direct pancreatic toxin effects
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Question 3

A 32-year-old woman develops widespread urticaria, angioedema of the lips, and sudden onset of wheezing and dyspnea immediately after eating a meal containing peanuts. Her blood pressure is 80/50 mmHg. This clinical scenario represents a severe Type I hypersensitivity reaction (anaphylaxis). Which of the following pre-formed mediators is primarily responsible for the immediate vascular permeability, bronchoconstriction, and smooth muscle contraction observed?

A) Histamine
B) Tumor Necrosis Factor-alpha (TNF-alpha)
C) Interleukin-6 (IL-6)
D) Complement C3a
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