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2025 PACUPrep BCCCP Preparatory Course

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  1. Pulmonary

    ARDS
    4 Topics
    |
    1 Quiz
  2. Asthma Exacerbation
    4 Topics
    |
    1 Quiz
  3. COPD Exacerbation
    4 Topics
    |
    1 Quiz
  4. Cystic Fibrosis
    6 Topics
    |
    1 Quiz
  5. Drug-Induced Pulmonary Diseases
    3 Topics
    |
    1 Quiz
  6. Mechanical Ventilation Pharmacotherapy
    5 Topics
    |
    1 Quiz
  7. Pleural Disorders
    5 Topics
    |
    1 Quiz
  8. Pulmonary Hypertension (Acute and Chronic severe pulmonary hypertension)
    5 Topics
    |
    1 Quiz
  9. Cardiology
    Acute Coronary Syndromes
    6 Topics
    |
    1 Quiz
  10. Atrial Fibrillation and Flutter
    6 Topics
    |
    1 Quiz
  11. Cardiogenic Shock
    4 Topics
    |
    1 Quiz
  12. Heart Failure
    7 Topics
    |
    1 Quiz
  13. Hypertensive Crises
    5 Topics
    |
    1 Quiz
  14. Ventricular Arrhythmias and Sudden Cardiac Death Prevention
    5 Topics
    |
    1 Quiz
  15. NEPHROLOGY
    Acute Kidney Injury (AKI)
    5 Topics
    |
    1 Quiz
  16. Contrast‐Induced Nephropathy
    5 Topics
    |
    1 Quiz
  17. Drug‐Induced Kidney Diseases
    5 Topics
    |
    1 Quiz
  18. Rhabdomyolysis
    5 Topics
    |
    1 Quiz
  19. Syndrome of Inappropriate Antidiuretic Hormone (SIADH)
    5 Topics
    |
    1 Quiz
  20. Renal Replacement Therapies (RRT)
    5 Topics
    |
    1 Quiz
  21. Neurology
    Status Epilepticus
    5 Topics
    |
    1 Quiz
  22. Acute Ischemic Stroke
    5 Topics
    |
    1 Quiz
  23. Subarachnoid Hemorrhage
    5 Topics
    |
    1 Quiz
  24. Spontaneous Intracerebral Hemorrhage
    5 Topics
    |
    1 Quiz
  25. Neuromonitoring Techniques
    5 Topics
    |
    1 Quiz
  26. Gastroenterology
    Acute Upper Gastrointestinal Bleeding
    5 Topics
    |
    1 Quiz
  27. Acute Lower Gastrointestinal Bleeding
    5 Topics
    |
    1 Quiz
  28. Acute Pancreatitis
    5 Topics
    |
    1 Quiz
  29. Enterocutaneous and Enteroatmospheric Fistulas
    5 Topics
    |
    1 Quiz
  30. Ileus and Acute Intestinal Pseudo-obstruction
    5 Topics
    |
    1 Quiz
  31. Abdominal Compartment Syndrome
    5 Topics
    |
    1 Quiz
  32. Hepatology
    Acute Liver Failure
    5 Topics
    |
    1 Quiz
  33. Portal Hypertension & Variceal Hemorrhage
    5 Topics
    |
    1 Quiz
  34. Hepatic Encephalopathy
    5 Topics
    |
    1 Quiz
  35. Ascites & Spontaneous Bacterial Peritonitis
    5 Topics
    |
    1 Quiz
  36. Hepatorenal Syndrome
    5 Topics
    |
    1 Quiz
  37. Drug-Induced Liver Injury
    5 Topics
    |
    1 Quiz
  38. Dermatology
    Stevens-Johnson Syndrome and Toxic Epidermal Necrolysis
    5 Topics
    |
    1 Quiz
  39. Erythema multiforme
    5 Topics
    |
    1 Quiz
  40. Drug Reaction (or Rash) with Eosinophilia and Systemic Symptoms (DRESS)
    5 Topics
    |
    1 Quiz
  41. Immunology
    Transplant Immunology & Acute Rejection
    5 Topics
    |
    1 Quiz
  42. Solid Organ & Hematopoietic Transplant Pharmacotherapy
    5 Topics
    |
    1 Quiz
  43. Graft-Versus-Host Disease (GVHD)
    5 Topics
    |
    1 Quiz
  44. Hypersensitivity Reactions & Desensitization
    5 Topics
    |
    1 Quiz
  45. Biologic Immunotherapies & Cytokine Release Syndrome
    5 Topics
    |
    1 Quiz
  46. Endocrinology
    Relative Adrenal Insufficiency and Stress-Dose Steroid Therapy
    5 Topics
    |
    1 Quiz
  47. Hyperglycemic Crisis (DKA & HHS)
    5 Topics
    |
    1 Quiz
  48. Glycemic Control in the ICU
    5 Topics
    |
    1 Quiz
  49. Thyroid Emergencies: Thyroid Storm & Myxedema Coma
    5 Topics
    |
    1 Quiz
  50. Hematology
    Acute Venous Thromboembolism
    5 Topics
    |
    1 Quiz
  51. Drug-Induced Thrombocytopenia
    5 Topics
    |
    1 Quiz
  52. Anemia of Critical Illness
    5 Topics
    |
    1 Quiz
  53. Drug-Induced Hematologic Disorders
    5 Topics
    |
    1 Quiz
  54. Sickle Cell Crisis in the ICU
    5 Topics
    |
    1 Quiz
  55. Methemoglobinemia & Dyshemoglobinemias
    5 Topics
    |
    1 Quiz
  56. Toxicology
    Toxidrome Recognition and Initial Management
    5 Topics
    |
    1 Quiz
  57. Management of Acute Overdoses – Non-Cardiovascular Agents
    5 Topics
    |
    1 Quiz
  58. Management of Acute Overdoses – Cardiovascular Agents
    5 Topics
    |
    1 Quiz
  59. Toxic Alcohols and Small-Molecule Poisons
    5 Topics
    |
    1 Quiz
  60. Antidotes and Gastrointestinal Decontamination
    5 Topics
    |
    1 Quiz
  61. Extracorporeal Removal Techniques
    5 Topics
    |
    1 Quiz
  62. Withdrawal Syndromes in the ICU
    5 Topics
    |
    1 Quiz
  63. Infectious Diseases
    Sepsis and Septic Shock
    5 Topics
    |
    1 Quiz
  64. Pneumonia (CAP, HAP, VAP)
    5 Topics
    |
    1 Quiz
  65. Endocarditis
    5 Topics
    |
    1 Quiz
  66. CNS Infections
    5 Topics
    |
    1 Quiz
  67. Complicated Intra-abdominal Infections
    5 Topics
    |
    1 Quiz
  68. Antibiotic Stewardship & PK/PD
    5 Topics
    |
    1 Quiz
  69. Clostridioides difficile Infection
    5 Topics
    |
    1 Quiz
  70. Febrile Neutropenia & Immunocompromised Hosts
    5 Topics
    |
    1 Quiz
  71. Skin & Soft-Tissue Infections / Acute Osteomyelitis
    5 Topics
    |
    1 Quiz
  72. Urinary Tract and Catheter-related Infections
    5 Topics
    |
    1 Quiz
  73. Pandemic & Emerging Viral Infections
    5 Topics
    |
    1 Quiz
  74. Supportive Care (Pain, Agitation, Delirium, Immobility, Sleep)
    Pain Assessment and Analgesic Management
    5 Topics
    |
    1 Quiz
  75. Sedation and Agitation Management
    5 Topics
    |
    1 Quiz
  76. Delirium Prevention and Treatment
    5 Topics
    |
    1 Quiz
  77. Sleep Disturbance Management
    5 Topics
    |
    1 Quiz
  78. Immobility and Early Mobilization
    5 Topics
    |
    1 Quiz
  79. Oncologic Emergencies
    5 Topics
    |
    1 Quiz
  80. End-of-Life Care & Palliative Care
    Goals of Care & Advance Care Planning
    5 Topics
    |
    1 Quiz
  81. Pain Management & Opioid Therapy
    5 Topics
    |
    1 Quiz
  82. Dyspnea & Respiratory Symptom Management
    5 Topics
    |
    1 Quiz
  83. Sedation & Palliative Sedation
    5 Topics
    |
    1 Quiz
  84. Delirium Agitation & Anxiety
    5 Topics
    |
    1 Quiz
  85. Nausea, Vomiting & Gastrointestinal Symptoms
    5 Topics
    |
    1 Quiz
  86. Management of Secretions (Death Rattle)
    5 Topics
    |
    1 Quiz
  87. Fluids, Electrolytes, and Nutrition Management
    Intravenous Fluid Therapy and Resuscitation
    5 Topics
    |
    1 Quiz
  88. Acid–Base Disorders
    5 Topics
    |
    1 Quiz
  89. Sodium Homeostasis and Dysnatremias
    5 Topics
    |
    1 Quiz
  90. Potassium Disorders
    5 Topics
    |
    1 Quiz
  91. Calcium and Magnesium Abnormalities
    5 Topics
    |
    1 Quiz
  92. Phosphate and Trace Electrolyte Management
    5 Topics
    |
    1 Quiz
  93. Enteral Nutrition Support
    5 Topics
    |
    1 Quiz
  94. Parenteral Nutrition Support
    5 Topics
    |
    1 Quiz
  95. Refeeding Syndrome and Specialized Nutrition
    5 Topics
    |
    1 Quiz
  96. Trauma and Burns
    Initial Resuscitation and Fluid Management in Trauma
    5 Topics
    |
    1 Quiz
  97. Hemorrhagic Shock, Massive Transfusion, and Trauma‐Induced Coagulopathy
    5 Topics
    |
    1 Quiz
  98. Burns Pharmacotherapy
    5 Topics
    |
    1 Quiz
  99. Burn Wound Care
    5 Topics
    |
    1 Quiz
  100. Open Fracture Antibiotics
    5 Topics
    |
    1 Quiz

Participants 432

  • Allison Clemens
  • April
  • ababaabhay
  • achoi2392
  • adhoward1
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Lesson 15, Topic 3
In Progress

Pharmacotherapy Optimization and Dosing in Acute Kidney Injury

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Escalating Pharmacotherapy Strategies in Critical AKI

Escalating Pharmacotherapy Strategies in Critical AKI

Objectives Icon A checkmark inside a circle, symbolizing achieved goals.

Learning Objective

Design an escalating pharmacotherapy plan for critically ill patients with acute kidney injury (AKI).

I. Framework for Escalating Pharmacotherapy

Begin with precise assessment of perfusion and volume status to guide therapy escalation and avoid inappropriate interventions.

  • Goals: Restore renal perfusion, prevent further injury, support recovery.
  • Assess: Hemodynamics (MAP, pulse pressure variation), volume status (ultrasound, CVP, fluid responsiveness), AKI etiology (pre-renal, intrinsic, post-renal).
  • Integrate lab data: Serum creatinine trends, urine output, lactate clearance.
Clinical Pearl: Early AKI Subtype Identification

Identify AKI subtype early to tailor fluid and vasopressor choices.

Clinical Pearl: Dynamic Fluid Monitoring

Use dynamic monitors (e.g., passive leg raise) to guide fluid challenges.

II. Tier 1 – Volume Resuscitation

Initial therapy targets hypovolemia with judicious fluid administration and close monitoring to avoid overload.

A. Crystalloids

  • Mechanism: Expand intravascular volume via hydrostatic shift.
  • Indication: Hypovolemia or pre-renal AKI.
  • Choice: Balanced solutions (lactated Ringer’s, Plasma-Lyte) over 0.9% saline.
  • Dosing: 20 mL/kg bolus; reassess after each bolus for fluid responsiveness.
  • Monitoring: Urine output (>0.5 mL/kg/h), CVP or ultrasound indices, lactate.
  • Pitfalls: Hyperchloremia from saline, fluid overload, pulmonary edema.
Controversy: Chloride Load

Impact of chloride load from 0.9% saline on renal vasoconstriction and AKI incidence remains a topic of debate, though large trials suggest balanced solutions may be preferred in many critically ill patients.

Clinical Pearl: Balanced Crystalloids

Balanced crystalloids reduce risk of hyperchloremic acidosis and may lower AKI incidence compared to 0.9% saline in certain patient populations.

B. Colloids (Albumin)

  • Mechanism: Oncotic expansion draws interstitial fluid into vasculature.
  • Indications: Hypoalbuminemia with refractory volume deficit, particularly in settings like sepsis or cirrhosis.
  • Dosing: 20–25 g infusion (e.g., 100 mL of 20-25% albumin) over 30 minutes to 4 hours, titrate to hemodynamic response.
  • Monitoring: Colloid oncotic pressure (if available), hemodynamics, signs of fluid overload (pulmonary edema, worsening oxygenation).
  • Pros/Cons: Less total volume needed for similar intravascular expansion compared to crystalloids vs. higher cost and potential (though rare) risk of allergic reactions.
Controversy: Albumin’s Role

No clear mortality benefit for albumin in the general ICU population, but specific subgroups (e.g., septic shock with hypoalbuminemia, spontaneous bacterial peritonitis) may derive benefit.

III. Tier 2 – Vasopressor and Inotropic Support

When fluids fail to restore perfusion, escalate to vasoactive agents to maintain target MAP and renal blood flow.

A. Norepinephrine

  • Mechanism: Potent α₁-mediated vasoconstriction, modest β₁ cardiac support; increases MAP with minimal direct effect on heart rate.
  • Indication: Persistent hypotension after adequate fluid resuscitation (e.g., in septic or vasodilatory shock). First-line vasopressor.
  • Dosing: Start 0.01–0.1 µg/kg/min; titrate to achieve target MAP (typically 65–75 mm Hg).
  • Monitoring: Continuous invasive arterial pressure, ECG, peripheral perfusion (capillary refill, skin temperature, mottling), urine output, lactate.
  • Pitfalls: Risk of digital or splanchnic ischemia at high doses, arrhythmias (less common than with dopamine), extravasation injury (requires central line administration).
  • Advantage: Lower risk of tachyarrhythmias compared to dopamine.
Clinical Pearl: MAP Target

Aim for MAP ≥65 mm Hg in most patients. Consider a higher target (e.g., 75-85 mm Hg) in patients with chronic hypertension or significant atherosclerotic vascular disease, assessing for improved perfusion markers.

B. Vasopressin

  • Mechanism: V₁ receptor–mediated vasoconstriction, relatively independent of adrenergic pathways; may be catecholamine-sparing.
  • Indications: Adjunct to norepinephrine in refractory vasodilatory shock (e.g., septic shock) to help decrease norepinephrine requirements or achieve MAP target.
  • Dosing: Fixed infusion, typically 0.03 units/min (up to 0.04 units/min). Not typically titrated.
  • Monitoring: Serum sodium levels (risk of hyponatremia, though less common with V1-specific effects), signs of splanchnic and digital perfusion.
  • Pitfalls: Potential for hyponatremia, ischemic complications (especially coronary, splanchnic, digital) at higher doses or in susceptible patients.

C. Adjunctive Agents

  • Angiotensin II: For refractory vasodilatory shock despite high-dose catecholamines and vasopressin. High cost, potential thrombotic risk.
  • Phenylephrine: Selective α₁ agonist; may be considered in specific situations like tachyarrhythmias limiting norepinephrine use, or neurogenic shock. Can significantly reduce cardiac output.
  • Dopamine: Generally avoided as a primary vasopressor for AKI due to higher rates of arrhythmogenicity and potentially worse outcomes compared to norepinephrine in septic shock. “Renal-dose” dopamine is not effective and not recommended.

IV. Avoidance and Adjustment of Nephrotoxic Agents

Prevent further injury by eliminating or modifying exposures to known nephrotoxins.

A. NSAIDs (Non-Steroidal Anti-Inflammatory Drugs)

  • Mechanism: Inhibit prostaglandin synthesis, leading to reduced prostaglandin-mediated afferent arteriolar dilation, thereby decreasing GFR, especially in states of renal hypoperfusion.
  • Strategy: Use alternative analgesics like acetaminophen or opioids. Strictly avoid NSAIDs in patients with hypovolemia, significant CKD, heart failure, or cirrhosis.

B. Aminoglycosides

  • Mechanism: Accumulate in proximal tubule cells causing direct cytotoxicity and acute tubular necrosis.
  • Strategy: Prefer non-nephrotoxic alternatives whenever possible. If required, use once-daily (extended-interval) dosing.
  • Dosing: Adjust dose and/or interval based on estimated creatinine clearance (CrCl) or other markers of renal function. Monitor drug levels.
  • Monitoring: Target trough concentrations <1 mg/L for gentamicin/tobramycin (or per institutional guidelines). Monitor daily serum creatinine and urine output.
Clinical Pearl: Aminoglycoside Dosing

Extended-interval aminoglycoside dosing (once-daily) leverages concentration-dependent killing and the post-antibiotic effect, while potentially reducing nephrotoxicity by allowing a longer period of low drug concentrations in the kidney.

C. Contrast Media

  • Risk: Contrast-induced AKI (CI-AKI) can occur due to direct tubular toxicity and renal medullary hypoxia from vasoconstriction.
  • Prevention: Ensure adequate isotonic hydration (e.g., 0.9% saline or balanced crystalloid) before and after the study. Use low-osmolar or iso-osmolar contrast agents. Minimize the volume of contrast administered.
  • Clinical decision: Carefully weigh the diagnostic yield of the contrast study against the risk of AKI, especially in high-risk patients (pre-existing CKD, diabetes, dehydration, concomitant nephrotoxins).

V. Pharmacokinetic (PK) / Pharmacodynamic (PD) Considerations in AKI

AKI significantly alters drug distribution and elimination, demanding individualized dosing strategies to ensure efficacy and avoid toxicity.

  • Volume of distribution (Vd): Often increased for hydrophilic drugs (e.g., β-lactams, aminoglycosides) due to fluid accumulation and capillary leak, potentially requiring larger loading doses to achieve therapeutic concentrations.
  • Hypoalbuminemia: Common in critical illness and AKI, leading to an increased free fraction of highly protein-bound drugs (e.g., phenytoin, ceftriaxone, warfarin), which can enhance their pharmacologic effect or toxicity.
  • Lipophilic agents: Generally less affected by Vd changes in AKI but may accumulate active or toxic metabolites if their clearance pathways (hepatic or renal) are impaired.

VI. Drug Dosing Adjustments in AKI and Renal Replacement Therapy (RRT)

A. Principles of Renal Dosing

  • Use serial serum creatinine (SCr) and urine output trends rather than relying on a single SCr value or estimated GFR, as renal function can change rapidly in critically ill patients.
  • Adjust dosing regimens (dose, frequency, or both) to both current and projected renal function to avoid underdosing or accumulation.

B. RRT-Related Clearance

  • Continuous Renal Replacement Therapy (CRRT): Provides continuous drug clearance. Dosing should generally be based on the effluent flow rate (typically targeting 20–25 mL/kg/h for solute clearance). Some drugs may require supplemental doses.
  • Intermittent Hemodialysis (IHD): Results in intermittent, high-flux drug removal. For drugs significantly cleared by IHD, administer doses after the dialysis session to avoid premature removal.
  • Sustained Low-Efficiency Dialysis (SLED): A hybrid option. Drug dosing adjustments depend on the duration of the SLED session, blood and dialysate flow rates, and filter characteristics.

C. Antimicrobial Examples

Example Antimicrobial Dosing Considerations in AKI/RRT
Agent Loading Dose (Typical) Maintenance/Therapeutic Drug Monitoring (TDM) Considerations
Vancomycin 25–30 mg/kg IV once (actual body weight) Target AUC/MIC ratio >400. Monitor trough levels (e.g., 15-20 mg/L for severe infections, adjust based on AUC) or use AUC-guided dosing. Dose adjustments needed for varying degrees of AKI and RRT modality.
Piperacillin-tazobactam 4.5 g IV bolus Extended or continuous infusion strategies aim to maximize the time the free drug concentration remains above the MIC (fT>MIC). Dose adjustments based on CrCl and RRT type. Significant removal by CRRT and IHD.
Meropenem 1-2 g IV bolus Extended infusions (e.g., over 3 hours) can optimize fT>MIC. Dose adjustment for CrCl. Significantly cleared by CRRT and IHD; may require intra- or post-RRT dosing.
Cefepime 2 g IV bolus Adjust dose/interval for CrCl to avoid neurotoxicity. Significantly cleared by RRT; supplemental doses may be needed. TDM can be useful in prolonged courses or unstable renal function.

VII. Route and Delivery Device Considerations

  • Central venous catheters: Essential for the administration of vasopressors (e.g., norepinephrine, vasopressin) and hyperosmolar or irritant infusions to prevent extravasation and tissue injury.
  • Continuous infusion pumps: Ensure stable plasma concentrations for drugs with narrow therapeutic windows or short half-lives, such as vasopressors and some antimicrobials (e.g., continuous infusion β-lactams).
  • Enteral route: Only consider for medication administration after gut perfusion and function are confirmed (e.g., presence of bowel sounds, tolerance of enteral nutrition). AKI and shock can impair drug absorption from the GI tract.

VIII. Monitoring Plan for Efficacy and Toxicity

  • Hemodynamics: Target MAP ≥65 mm Hg (or individualized target), urine output >0.5 mL/kg/h, lactate clearance, improvement in peripheral perfusion.
  • Laboratory parameters: Daily (or more frequent) monitoring of SCr, blood urea nitrogen (BUN), electrolytes (especially potassium, magnesium, phosphorus), acid-base status, and fluid balance.
  • Therapeutic Drug Monitoring (TDM): For drugs with narrow therapeutic indices and variable PK in AKI, such as vancomycin and aminoglycosides. Obtain levels according to institutional protocols or clinical indication.

IX. Pharmacoeconomics and Resource Utilization

  • Fluids: Balanced crystalloids may have a higher acquisition cost than 0.9% saline but could potentially reduce overall AKI-related healthcare costs by mitigating complications like hyperchloremic acidosis or further renal injury.
  • Vasopressors: Norepinephrine is generally considered a cost-effective first-line vasopressor. More expensive agents like angiotensin II are typically reserved for refractory cases due to higher costs and specific indications.
  • Therapeutic Drug Monitoring (TDM): While resource-intensive (laboratory costs, pharmacist time), TDM can be cost-saving in the long run by preventing drug toxicity (and associated complications/length of stay) and ensuring therapeutic efficacy, thereby reducing treatment failure.

X. Case-Based Algorithm and Decision Pathway

Patient with Critical AKI
1. Assess Volume Status
(Clinical, U/S, Dynamic)
Hypovolemic?
Yes
Balanced Crystalloid
(e.g., 20 mL/kg bolus)
Reassess Response
No
Avoid Fluids / Consider Diuresis
2. Evaluate Response
(MAP, UO, Lactate)
Hypotensive?
Yes
3. Initiate Norepinephrine
(Titrate to MAP ≥65 mmHg)
4. If NE Escalates,
Add Vasopressin (0.03 U/min)
No
  • 5. Avoid/Adjust Nephrotoxins
  • 6. Adjust Renally Cleared Drugs (AKI & RRT)
  • 7. Implement TDM (Vancomycin, Aminoglycosides)
  • 8. Review Cost & Resources for Adjuncts
  • 9. De-escalate Therapies as Renal Function Recovers (Monitor for recovery, taper support)
Ongoing Management
Figure 1: Escalating Pharmacotherapy Algorithm for Critical AKI. This pathway outlines key decision points starting from initial volume assessment, progressing through vasoactive support if necessary, and emphasizing continuous reassessment, nephrotoxin management, appropriate drug dosing, and eventual de-escalation of therapies.

References

  1. KDIGO Clinical Practice Guideline for AKI and AKD Update 2023. (Specific journal/publication details would be added here if available).
  2. Gameiro J, Fonseca JA, Jorge S, Lopes JA. Acute Kidney Injury: From Pathophysiology to Novel Therapeutic Approaches. J Clin Med. 2018;7(10):307.
  3. Hoste EAJ, Kellum JA, Selby NM, et al. Global epidemiology and outcomes of acute kidney injury. Nat Rev Nephrol. 2018;14:607–625.
  4. Bellomo R, Kellum JA, Ronco C, et al. Acute kidney injury in sepsis. Intensive Care Med. 2017;43(5):816–828.
  5. Nash K, Hafeez A, Hou S. Hospital-acquired renal insufficiency. Am J Kidney Dis. 2002;39(5):930–936.
  6. Roberts JA, Abdul-Aziz MH, Lipman J, et al. Individualised antibiotic dosing for patients who are critically ill: challenges and potential solutions. Lancet Infect Dis. 2014;14(6):498–509.
  7. Palevsky PM, Zhang JH, O’Connor TZ, et al; VA/NIH Acute Renal Failure Trial Network. Intensity of renal support in critically ill patients with acute kidney injury. N Engl J Med. 2008;359(1):7–20.
  8. Monchi M, Berghmans D, Ledoux D, et al. Norepinephrine and dobutamine in septic shock: the effects on right ventricular function. Intensive Care Med. 2004;30(2):260–265.
  9. Goldstein SL, Currier H, Graf C, et al. Outcome in children receiving continuous venovenous hemofiltration. Pediatrics. 2001;107(6):1309-1312. (Note: Original input had 2005, but common Goldstein SL CRRT papers are earlier; if a specific 2005 paper is intended, it should be verified).
  10. Samsa GP, Matchar DB, Goldstein DA. Pharmacoeconomics: an introduction for the noneconomist. Pharmacoeconomics. 1998;13(3):243–254.