NMCLE study materials
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NMCLE cheat sheet

NMCLE · Keep the key ideas within reach.

Quick reference

Internal Medicine

  • Acute coronary syndrome: serial high-sensitivity troponin at 0 and 1-3 hours with ECG; ST elevation triggers immediate reperfusion, while non-ST-elevation risk is stratified by GRACE score.

  • Heart failure with reduced ejection fraction (HFrEF) uses the four pillars: ARNI/ACE inhibitor, beta-blocker, mineralocorticoid receptor antagonist, and SGLT2 inhibitor, each with mortality benefit.

  • Diabetic ketoacidosis management: isotonic saline first, insulin infusion at 0.1 units/kg/h, and potassium replacement once K is below 5.2 mEq/L with adequate urine output.

  • Community-acquired pneumonia severity uses CURB-65 (confusion, urea >7 mmol/L, respiratory rate >=30, low blood pressure, age >=65); score >=2 suggests admission.

  • Acute kidney injury is staged by KDIGO using serum creatinine rise (>=0.3 mg/dL in 48 h or 1.5x baseline in 7 days) and urine output.

  • Stroke: non-contrast CT excludes hemorrhage; IV thrombolysis window is up to 4.5 hours, and mechanical thrombectomy up to 24 hours in selected large-vessel occlusion.

  • Anemia classification uses MCV: microcytic (<80 fL) points to iron deficiency, thalassemia, or chronic disease; macrocytic (>100 fL) points to B12/folate deficiency, alcohol, or hypothyroidism.

  • Hyperkalemia with ECG changes is treated with IV calcium gluconate first for membrane stabilization, then insulin-glucose, beta-agonist, and dialysis if refractory.

Quick reference

Surgery

  • Acute appendicitis: migration of periumbilical pain to right lower quadrant with McBurney point tenderness and leukocytosis; ultrasound or CT confirms.

  • Trauma resuscitation follows ATLS: catastrophic hemorrhage control first, then airway, breathing, circulation, disability, and exposure; permissive hypotension is used in uncontrolled hemorrhage.

  • Bowel obstruction shows colicky pain, vomiting, distension, and absolute constipation; supine and erect abdominal films show air-fluid levels and dilated loops.

  • Postoperative fever timing: day 1-2 atelectasis, day 3-5 urinary or wound infection, day 5-7 anastomotic leak, day 7+ deep vein thrombosis or abscess.

  • Shock index (heart rate divided by systolic blood pressure) above 0.9 suggests significant occult hemorrhage in trauma.

  • Acute pancreatitis diagnosis needs two of three: characteristic epigastric pain, lipase or amylase above three times normal, and imaging findings.

  • Thyroidectomy risks include recurrent laryngeal nerve injury (hoarseness) and external branch of superior laryngeal nerve injury (voice fatigue); hypocalcemia follows total thyroidectomy.

  • Burn fluid resuscitation uses the Parkland formula: 4 mL/kg per percent total body surface area of lactated Ringer in 24 hours, half given in the first 8 hours from injury.

Quick reference

Obstetrics and Gynecology

  • Preeclampsia is defined as blood pressure >=140/90 after 20 weeks with proteinuria or end-organ dysfunction; delivery is the definitive treatment.

  • Ectopic pregnancy is suspected with amenorrhea, lower abdominal pain, and vaginal bleeding; transvaginal ultrasound showing no intrauterine sac with elevated beta-hCG supports diagnosis.

  • Gestational diabetes screening: 50 g glucose challenge at 24-28 weeks; abnormal result is confirmed with a 100 g 3-hour oral glucose tolerance test.

  • Postpartum hemorrhage is most often due to uterine atony; management is uterine massage, oxytocin, then ergometrine, carboprost, or misoprostol.

  • Magnesium sulfate is the drug of choice for eclampsia prophylaxis and treatment; monitor reflexes, respiratory rate, and urine output for toxicity.

  • Contraceptive effectiveness: implants and intrauterine devices are long-acting reversible methods with failure rates under 1 percent per year.

  • Endometrial cancer risk factors include obesity, unopposed estrogen, diabetes, and nulliparity; postmenopausal bleeding warrants endometrial biopsy.

  • Fetal heart rate interpretation: late decelerations indicate uteroplacental insufficiency, while variable decelerations suggest umbilical cord compression.

Quick reference

Pediatrics

  • Neonatal jaundice appearing within 24 hours is always pathologic and requires urgent bilirubin measurement and investigation for hemolysis or sepsis.

  • Pediatric dehydration is assessed by weight loss, capillary refill, mucous membranes, and skin turgor; oral rehydration is first-line for mild to moderate cases.

  • Kawasaki disease: fever >=5 days plus four of five criteria (conjunctivitis, rash, mucosal changes, extremity changes, cervical lymphadenopathy); treat with IV immunoglobulin and aspirin.

  • Bronchiolitis in infants under 2 years is usually caused by respiratory syncytial virus; management is supportive with oxygen and hydration, not routine bronchodilators.

  • Growth monitoring uses standardized charts; crossing two major percentile lines downward suggests failure to thrive and warrants evaluation.

  • Immunization schedules are age-based; live vaccines are generally contraindicated in severe immunodeficiency and pregnancy.

  • Febrile seizures are common between 6 months and 5 years; simple febrile seizures last under 15 minutes and do not require long-term anticonvulsants.

  • Croup presents with barking cough and inspiratory stridor; a single dose of dexamethasone is first-line, with nebulized epinephrine for severe cases.

Quick reference

Community Medicine and Public Health

  • Incidence measures new cases per population at risk per time; prevalence measures all existing cases at a point or period.

  • Sensitivity is true positives divided by all diseased; specificity is true negatives divided by all non-diseased; both are unaffected by prevalence.

  • Positive predictive value depends on prevalence: it rises as disease prevalence increases in the tested population.

  • Relative risk is used in cohort studies; odds ratio approximates relative risk when the disease is rare.

  • Herd immunity threshold is estimated as 1 minus 1/R0; higher R0 requires higher vaccination coverage.

  • Screening programs require a detectable preclinical phase, an acceptable test, and effective early treatment to be justified.

  • Maternal mortality ratio is maternal deaths per 100,000 live births; infant mortality rate is deaths under 1 year per 1,000 live births.

  • Case-control studies are efficient for rare diseases but cannot directly estimate incidence; they estimate odds ratios.

Quick reference

Pharmacology and Therapeutics

  • First-order kinetics eliminates a constant fraction per unit time; zero-order kinetics eliminates a constant amount and occurs with phenytoin, ethanol, and high-dose aspirin.

  • Half-life determines time to steady state: about 4-5 half-lives to reach steady state and about 4-5 half-lives to eliminate most of a drug after stopping.

  • Volume of distribution equals dose divided by plasma concentration; a large volume suggests extensive tissue distribution.

  • Cytochrome P450 inducers include rifampicin, carbamazepine, phenytoin, and St John's wort; inhibitors include ketoconazole, erythromycin, and grapefruit.

  • Aminoglycosides are nephrotoxic and ototoxic; monitor levels and renal function, especially with loop diuretics.

  • Warfarin is monitored with INR; heparin is monitored with activated partial thromboplastin time or anti-Xa levels.

  • Beta-blockers can mask hypoglycemia symptoms in diabetes; cardioselective agents are preferred when needed.

  • Opioid overdose is reversed with naloxone; benzodiazepine overdose is reversed with flumazenil, used cautiously in mixed overdose.

Quick reference

Pathology

  • Cell injury becomes irreversible when mitochondrial membrane integrity is lost and membrane permeability increases, leading to necrosis.

  • Apoptosis is energy-dependent, caspase-mediated, and does not incite inflammation, unlike necrosis.

  • Metaplasia is a reversible change from one mature cell type to another, often due to chronic irritation, such as squamous metaplasia in smokers' airways.

  • Malignant tumors show invasion and metastasis; benign tumors remain localized and do not metastasize.

  • Tumor grading describes differentiation, while staging describes anatomic extent and better predicts prognosis.

  • Granulomas are collections of epithelioid macrophages, seen in tuberculosis, sarcoidosis, and Crohn disease.

  • Acute inflammation features neutrophils and vasodilation; chronic inflammation features lymphocytes, plasma cells, and macrophages.

  • Amyloid is an abnormal fibrillar protein deposit that stains with Congo red and shows apple-green birefringence under polarized light.

Quick reference

Anatomy and Physiology

  • Cardiac output equals heart rate multiplied by stroke volume; normal resting output is about 5 L/min.

  • Mean arterial pressure approximates diastolic pressure plus one-third of pulse pressure.

  • The brachial plexus arises from C5-T1 roots and gives rise to the musculocutaneous, axillary, radial, median, and ulnar nerves.

  • The femoral triangle contains, from lateral to medial, the femoral nerve, artery, vein, and empty space; the mnemonic is NAVEL.

  • Glomerular filtration rate is regulated by afferent and efferent arteriolar tone; angiotensin II constricts efferents to maintain filtration.

  • The phrenic nerve arises from C3-C5 and supplies the diaphragm; injury causes respiratory compromise.

  • Lung compliance is increased in emphysema and decreased in pulmonary fibrosis.

  • The cranial nerves with parasympathetic function are III, VII, IX, and X, plus sacral S2-S4 outflow.

Quick reference

Microbiology and Infectious Diseases

  • Gram-positive cocci in clusters suggest Staphylococcus aureus; in chains, Streptococcus species; in pairs, Streptococcus pneumoniae.

  • Tuberculosis diagnosis uses sputum acid-fast smear, culture, and nucleic acid amplification; latent infection is detected by tuberculin skin test or interferon-gamma release assay.

  • Malaria is diagnosed by thick and thin blood films; thick films detect parasites, thin films identify species.

  • Hepatitis B serology: surface antigen indicates infection, surface antibody indicates immunity, and core antibody indicates past or current infection.

  • Antibiotic resistance mechanisms include beta-lactamase production, efflux pumps, and altered target sites; culture and sensitivity guide therapy.

  • HIV is diagnosed by fourth-generation antigen/antibody screening, confirmed with a differentiation assay or nucleic acid test.

  • Tetanus is prevented by toxoid vaccination; post-exposure prophylaxis includes wound care and booster or immunoglobulin as indicated.

  • Dengue is transmitted by Aedes mosquitoes; warning signs include abdominal pain, persistent vomiting, and fluid accumulation.

Quick reference

Biochemistry and Nutrition

  • Glycolysis converts glucose to pyruvate in the cytoplasm, producing 2 ATP and 2 NADH per glucose.

  • The citric acid cycle and oxidative phosphorylation yield most ATP; complete oxidation of one glucose yields about 30-32 ATP.

  • Vitamin B1 (thiamine) deficiency causes beriberi and Wernicke encephalopathy; alcohol use increases risk.

  • Vitamin C deficiency impairs collagen hydroxylation and causes scurvy with bleeding gums and poor wound healing.

  • Vitamin D is synthesized in skin and activated in liver and kidney; deficiency causes rickets in children and osteomalacia in adults.

  • Protein-energy malnutrition is assessed by weight-for-age, height-for-age, and weight-for-height indices.

  • Iron absorption is enhanced by vitamin C and inhibited by phytates, tannins, and calcium.

  • Phenylketonuria results from phenylalanine hydroxylase deficiency; treatment is dietary phenylalanine restriction.

Quick reference

Forensic Medicine and Medical Ethics

  • Informed consent requires capacity, adequate information, and voluntariness; it must be obtained before non-emergency procedures.

  • Medical confidentiality may be breached when required by law, when the patient consents, or when there is serious risk to others.

  • Death is legally certified after irreversible cessation of circulatory and respiratory function or brain death criteria.

  • Rigor mortis begins within hours, peaks around 12 hours, and resolves over 24-48 hours, helping estimate time of death.

  • Livor mortis is postmortem lividity from gravitational blood pooling; it fixes after several hours and indicates body position.

  • Chain of custody is essential for forensic samples; breaks in the chain can invalidate evidence.

  • Negligence requires a duty of care, breach of that duty, causation, and resulting harm.

  • Autopsy consent and reporting requirements vary by jurisdiction; unnatural deaths generally require medicolegal investigation.

Quick reference

Otorhinolaryngology and Ophthalmology

  • Acute otitis media presents with ear pain, bulging tympanic membrane, and fever; first-line antibiotics include amoxicillin.

  • Sudden sensorineural hearing loss is an emergency; treatment is high-dose corticosteroids started promptly.

  • Epistaxis is usually from Kiesselbach plexus anteriorly; posterior bleeding is more severe and may require packing.

  • Acute angle-closure glaucoma presents with severe eye pain, headache, halos, and a mid-dilated fixed pupil; treat with topical and systemic pressure-lowering agents.

  • Cataract is opacification of the lens; surgery is indicated when vision interferes with daily activities.

  • Conjunctivitis: bacterial causes purulent discharge, viral causes watery discharge, and allergic causes itching and bilateral involvement.

  • Diabetic retinopathy screening is recommended annually; proliferative disease is treated with laser photocoagulation or anti-VEGF injections.

  • Vertigo of benign paroxysmal positional origin is diagnosed with the Dix-Hallpike maneuver and treated with Epley repositioning.