Estrategias farmacoterapéuticas emergentes en cuidados críticos: revisión narrativa
Resumen
La unidad de cuidados intensivos (UCI) se caracteriza por una elevada complejidad clínica, la necesidad de intervenciones inmediatas y una monitorización continua, cada vez más impulsadas por terapias innovadoras. Esta revisión sintetiza la literatura actual sobre las principales innovaciones y terapias emergentes con potencial para transformar el manejo farmacológico del paciente críticamente enfermo. Se realizó una búsqueda bibliográfica hasta marzo de 2026 en Medline (PubMed) y la Biblioteca Virtual en Salud (BVS), mediante palabras clave o combinaciones en inglés y/o portugués: “critical care”, “innovation” y “drug therapy”. Entre las principales innovaciones se incluyen la monitorización terapéutica de fármacos integrada con el modelado farmacocinético/farmacodinámico (PK/PD), los biomarcadores para la estratificación del riesgo y las terapias inmunomoduladoras, celulares y dirigidas a dianas moleculares. En la sepsis y el síndrome de distrés respiratorio agudo (SDRA), la investigación avanza hacia subfenotipos definidos biológicamente; en el neurointensivismo, la sedoanalgesia neuroprotectora y los sistemas de liberación dirigida de fármacos adquieren creciente protagonismo; y en la lesión renal aguda (LRA), las estrategias emergentes se centran en dianas inflamatorias y metabólicas, así como en enfoques multiómicos. La farmacogenómica y la inteligencia artificial (IA) sustentan la medicina crítica de precisión. La superación de las barreras operativas permitirá que estas tecnologías optimicen la farmacoterapia, reduzcan los acontecimientos adversos y respalden la toma de decisiones clínicas en tiempo real, siempre que se sustenten en guías basadas en la evidencia, una gobernanza institucional sólida y una formación multidisciplinar continua. En definitiva, unos cuidados intensivos personalizados —guiados por biomarcadores, datos digitales e IA, y sin dejar de ser centrados en el paciente, seguros, eficaces y sostenibles— requieren un abordaje multidisciplinar coordinado que permita trasladar los avances científicos a beneficios clínicos tangibles.
Citas
2.Vincent JL, Marshall JC, Namendys-Silva SA, François B, Martin-Loeches I, Lipman J, et al. Assessment of the worldwide burden of critical illness: the intensive care over nations (ICON) audit. Lancet Respir Med [Internet]. 2014 [cited 2025 Jun 7];2(5):380-6. Available from: https://pubmed.ncbi.nlm.nih.gov/24740011/
3.Markwart R, Saito H, Harder T, Tomczyk S, Cassini A, Fleischmann-Struzek C, et al. Epidemiology and burden of sepsis acquired in hospitals and intensive care units: a systematic review and meta-analysis. Intensive Care Med [Internet]. 2020 [cited 2025 Jun 7];46(8):1536-51. Available from: https://pubmed.ncbi.nlm.nih.gov/32591853/
4.Voiriot G, Oualha M, Pierre A, Salmon-Gandonnière Ch, Gaudet A, Jouan Y, et al. Chronic critical illness and post-intensive care syndrome: from pathophysiology to clinical challenges. Ann Intensive Care [Internet]. 2022 [cited 2025 Jun 7];12(1):58. Available from: https://pubmed.ncbi.nlm.nih.gov/35779142/
5.Guarino M, Perna B, Cesaro AE, Maritati M, Spampinato MD, Contini C, De Giorgio R. 2023 Update on sepsis and septic shock in adult patients: Management in the emergency department. J Clin Med [Internet]. 2023 [cited 2025 Jun 7];12(9):3188. Available from: https://pubmed.ncbi.nlm.nih.gov/37176628/
6.Cusack R, Little E, Martin-Loeches I. Practical lessons on antimicrobial therapy for critically Ill patients. Antibiotics [Internet]. 2024 [cited 2025 Jun 7];13(2):162. Available from: https://www.mdpi.com/2079-6382/13/2/162
7. Ehrmann S, Barbier F, Demiselle J, Quenot JP, Herbrecht JE, Roux D, et al. Inhaled amikacin to prevent ventilator-associated pneumonia. N Engl J Med [Internet]. 2023 [cited 2025 Jun 7];389(22):2052-62. Available from: https://pubmed.ncbi.nlm.nih.gov/37888914/
8.Vincent JL. Current sepsis therapeutics. EBioMedicine [Internet]. 2022 [cited 2025 Jun 7];86:104318. Available from: https://pubmed.ncbi.nlm.nih.gov/36470828/
9. Ibarra-Estrada M, Kattan E, Aguilera-González P, Sandoval-Plascencia L, Rico-Jauregui U, Gómez-Partida CA, et al. Early adjunctive methylene blue in patients with septic shock: a randomized controlled trial. Crit Care [Internet]. 2023 [cited 2025 Jun 7];27(1):110. Available from: https://pubmed.ncbi.nlm.nih.gov/36915146/
10. Fernando SM, Tran A, Soliman K, Flynn B, Oommen T, Wenzhe L, et al. Methylene blue in septic shock: A systematic review and meta-analysis. Crit Care Explor [Internet]. 2024 [cited 2025 Jun 7];6(7):e1110. Available from: https://pubmed.ncbi.nlm.nih.gov/38904978/
11. Ballarin RS, Lazzarin T, Zornoff L, Azevedo PS, Pereira FWL, Tanni SE, Ferreira Minicucci M. Methylene blue in sepsis and septic shock: a systematic review and meta-analysis. Front Med (Lausanne) [Internet]. 2024 [cited 2025 Mar 4]; 11:1366062. Available from: https://pubmed.ncbi.nlm.nih.gov/38698779/
12. Meyhoff TS, Hjortrup PB, Wetterslev J, Sivapalan P, Laake JH, Cronhjort M, et al. Restriction of intravenous fluid in ICU patients with septic shock. N Engl J Med [Internet]. 2022 [cited 2025 Mar 4];386(26):2459-70. Available from: https://pubmed.ncbi.nlm.nih.gov/35709019/
13. Shapiro NI, Douglas IS, Brower RG, Brown SM, Exline MC, Ginde AA, et al. Early restrictive or liberal fluid management for sepsis-induced hypotension. N Engl J Med [Internet]. 2023[cited 2025 Mar 4];388(6):499-510. Available from: https://pubmed.ncbi.nlm.nih.gov/36688507/
14. Robey RC, Logue C, Caird CA, Hansel J, Hellyer TP, Simpson J, et al. Immunomodulatory drugs in sepsis: a systematic review and meta-analysis. Anaesthesia [Internet]. 2024[cited 2025 Mar 4];79(8):869-79. Available from: https://pubmed.ncbi.nlm.nih.gov/38523060/
15. Ma W, Tang S, Yao P, Zhou T, Niu Q, Liu P, et al. Advances in acute respiratory distress syndrome: focusing on heterogeneity, pathophysiology, and therapeutic strategies. Signal Transduct Target Ther [Internet]. 2025 [cited 2025 Oct 4];10(1):75. Available from: https://pubmed.ncbi.nlm.nih.gov/40050633/
16. Aribindi K, Lim M, Lakshminrusimha S, Albertson T. Investigational pharmacological agents for the treatment of ARDS. Expert Opin Investig Drugs [Internet]. 2024 [cited 2025 Mar 4];33(3):243-77. Available from: https://pubmed.ncbi.nlm.nih.gov/38316432/
17. Horby P, Lim WS, Emberson JR, Mafham M, Bell JL, Linsell L, et al. Dexamethasone in hospitalized patients with covid-19. N Engl J Med [Internet]. 2021 [cited 2025 Mar 4];384(8):693-704. Available from: https://pubmed.ncbi.nlm.nih.gov/32678530/
18. Chaudhuri D, Sasaki K, Karkar A, Sharif S, Lewis K, Mammen MJ, et al. Corticosteroids in COVID-19 and non-COVID-19 ARDS: a systematic review and meta-analysis. Intensive Care Med [Internet]. 2021 [cited 2025 Mar 4];47(5):521-37. Available from: https://pubmed.ncbi.nlm.nih.gov/33876268/
19. Zhou Y, Fu X, Liu X, Huang Ch, Tian G, Ding Ch, et al. Use of corticosteroids in influenza-associated acute respiratory distress syndrome and severe pneumonia: a systemic review and meta-analysis. Sci Rep [Internet]. 2020 [cited 2025 Mar 4];10(1):3044. Available from: https://pubmed.ncbi.nlm.nih.gov/32080223/
20. Papazian L, Forel JM, Gacouin A, Penot-Ragon Ch, Perrin G, Loundou A, et al. Neuromuscular blockers in early acute respiratory distress syndrome. N Engl J Med [Internet]. 2010 [cited 2025 Mar 4];363(12):1107-16. Available from: https://pubmed.ncbi.nlm.nih.gov/20843245/
21. Moss M, Huang DT, Brower RG, Ferguson ND, Ginde AA, Gong MN, et al. Early neuromuscular blockade in the acute respiratory distress syndrome. N Engl J Med [Internet]. 2019 [cited 2025 Oct 4];380(21):1997-2008. Available from: https://pubmed.ncbi.nlm.nih.gov/31112383/
22. Marconi VC, Ramanan AV, de Bono S, Kartman CE, Krishnan V, Liao R, et al. Efficacy and safety of baricitinib for the treatment of hospitalised adults with COVID-19 (COV-BARRIER): a randomised, double-blind, parallel-group, placebo-controlled phase 3 trial. Lancet Respir Med [Internet]. 2021 [cited 2025 Oct 4];9(12):1407-1418. Available from: https://pubmed.ncbi.nlm.nih.gov/34480861/
23. RECOVERY Collaborative Group. Tocilizumab in patients admitted to hospital with COVID-19 (RECOVERY): a randomised, controlled, open-label, platform trial. Lancet [Internet]. 2021 [cited 2025 Oct 4];397(10285):1637-45. Available from: https://pubmed.ncbi.nlm.nih.gov/33933206/
24. Temesgen Z, Assi M, Shweta FNU, Vergidis P, Rizza SA, Bauer PR, et al. GM-CSF neutralization with lenzilumab in severe COVID-19 pneumonia: A case-cohort study. Mayo Clin Proc [Internet]. 2020 [cited 2025 Oct 4];95(11):2382-94. Available from: https://pubmed.ncbi.nlm.nih.gov/33153629/
25. Cremer PC, Abbate A, Hudock K, McWilliams C, Mehta J, Chang SY, et al. Mavrilimumab in patients with severe COVID-19 pneumonia and systemic hyperinflammation (MASH-COVID): an investigator initiated, multicentre, double-blind, randomised, placebo-controlled trial. Lancet Rheumatol [Internet]. 2021 [cited 2025 Oct 4];3(6):e410-e418. Available from: https://pubmed.ncbi.nlm.nih.gov/33754144/
26. Abdel-Halim M, Wagdy RA, Salah M, Wang YH, Cheng TP, Lee YR, et al. Targeting neutrophil-mediated inflammation: identification of pyrazolidinone carboxamide derivatives as potent selective inhibitors of Formyl Peptide Receptor 1 (FPR1)-activated neutrophils. ACS Pharmacol Transl Sci [Internet]. 2025 [cited 2025 Oct 4] ;8(6):1591-1609. Available from: https://pubmed.ncbi.nlm.nih.gov/40534665/
27. Fang L, Hu F, Li H, Chang W, Liu J. Efficacy and safety of mesenchymal stem cell therapy for acute respiratory distress syndrome-a systematic review and meta-analysis. J Thorac Dis [Internet]. 2024 [cited 2025 Oct 4];16(9):5802-14. Available from: https://pubmed.ncbi.nlm.nih.gov/39444918/
28. McAuley DF, Laffey JG, O'Kane CM, Perkins GD, Mullan B, Trinder TJ, et al. Simvastatin in the acute respiratory distress syndrome. N Engl J Med [Internet]. 2014 [cited 2025 Oct 4];371(18):1695-703. Available from: https://pubmed.ncbi.nlm.nih.gov/25268516/
29. Truwit JD, Bernard GR, Steingrub J, Matthay MA, Liu KD, Albertson TE, et al. Rosuvastatin for sepsis-associated acute respiratory distress syndrome. N Engl J Med [Internet]. 2014 [cited 2025 Oct 4];370(23):2191-200. Available from: https://pubmed.ncbi.nlm.nih.gov/24835849/
30. Matthay MA, Brower RG, Carson S, Douglas IS, Eisner M, Hite D, et al. Randomized, placebo-controlled clinical trial of an aerosolized β₂-agonist for treatment of acute lung injury. Am J Respir Crit Care Med [Internet]. 2011 [cited 2025 Oct 4];184(5):561-8. Available from: https://pubmed.ncbi.nlm.nih.gov/21562125/
31. Kor DJ, Carter RE, Park PK, Festic E, Banner-Goodspeed VM, Hinds R, et al. Effect of aspirin on development of ARDS in At-Risk patients presenting to the emergency department: The LIPS-A randomized clinical trial. JAMA [Internet]. 2016 [cited 2025 Jun 10];315(22):2406-14. Available from: https://pubmed.ncbi.nlm.nih.gov/27179988/
32. Horby P, Mafham M, Linsell L, Bell JL, Staplin N, Emberson JR, et al. Effect of hydroxychloroquine in hospitalized patients with Covid-19. N Engl J Med [Internet]. 2020 [cited 2025 Jun 10];383(21):2030-40. Available from: https://pubmed.ncbi.nlm.nih.gov/33031652/
33. RECOVERY Collaborative Group. Azithromycin in patients admitted to hospital with COVID-19 (RECOVERY): a randomised, controlled, open-label, platform trial. Lancet [Internet]. 2021 [cited 2025 Jun 10];397(10274):605-12. Available from: https://pubmed.ncbi.nlm.nih.gov/33545096/
34. Chen Y, Wang S, Xu S, Xu N, Zhang L, Zhou J. Current advances in neurocritical care. J Intensive Med [Internet]. 2024 [cited 2025 Jun 10];5(1):23-31. Available from: https://pubmed.ncbi.nlm.nih.gov/39872833/
35. Ammar A, Ammar MA, Tesoro EP. Neuropharmacology in the Intensive Care Unit. Crit Care Clin [Internet]. 2023 [cited 2025 Jun 10];39(1):171-213. Available from: https://pubmed.ncbi.nlm.nih.gov/36333031/ Subscription required
36. Vashist A, Manickam P, Raymond AD, Arias AY, Kolishetti N, Vashist A, et al. Recent advances in nanotherapeutics for neurological disorders. ACS Appl Bio Mater [Internet]. 2023 [cited 2025 Jun 10];6(7):2614-21. Available from: https://pubmed.ncbi.nlm.nih.gov/37368486/
37. Lewis K, Alshamsi F, Carayannopoulos KL, Granholm A, Piticaru J, Al Duhailib Z, et al. Dexmedetomidine vs other sedatives in critically ill mechanically ventilated adults: a systematic review and meta-analysis of randomized trials. Intensive Care Med [Internet]. 2022 [cited 2025 Jun 10];48(7):811-40. Available from: https://pubmed.ncbi.nlm.nih.gov/35648198/ Subscription required
38. Wen J, Ding X, Liu Ch, Jiang W, Xu Y, Wei X, Liu X. A comparation of dexmedetomidine and midazolam for sedation in patients with mechanical ventilation in ICU: A systematic review and meta-analysis. PLoS One [Internet]. 2023 [cited 2025 Jun 10];18(11):e0294292. Available from: https://pubmed.ncbi.nlm.nih.gov/37963140/
39. Lewis K, Balas MC, Stollings JL, McNett M, Girard TD, Chanques G, et al. A Focused Update to the Clinical Practice Guidelines for the Prevention and Management of Pain, Anxiety, Agitation/Sedation, Delirium, Immobility, and Sleep Disruption in Adult Patients in the ICU. Crit Care Med [Internet]. 2025 [cited 2025 Oct 10];53(3):e711-e727. Available from: https://pubmed.ncbi.nlm.nih.gov/39982143/
40. Andreasen TH, Madsen FA, Barbateskovic M, Lindschou J, Gluud Ch, Møller K. Ketamine for critically Ill patients with severe acute brain injury: A systematic review with meta-analysis and trial sequential analysis of randomized clinical trials. Neurocrit Care [Internet]. 2025 [cited 2025 Jun 10];42(2):610-21. Available from: https://pubmed.ncbi.nlm.nih.gov/39085508/ Subscription required
41. Bravo P, Vaddiparti A, Hirsch LJ. Pharmacotherapy for Nonconvulsive seizures and nonconvulsive status epilepticus. Drugs [Internet]. 2021 [cited 2025 Dec 7];81(7):749-70. Available from: https://pubmed.ncbi.nlm.nih.gov/33830480/ Subscription required
42. Willems LM, Beuchat I, Fisch U, Sutter R, Kellinghaus Ch, Strzelczyk A. Diagnosis, treatment, and outcome prediction of non-convulsive status epilepticus in unconscious patients in intensive care units. Neurol Res Pract [Internet]. 2025 [cited 2026 Feb 7];7(1):79. Available from: https://pubmed.ncbi.nlm.nih.gov/41137086/
43. Liu J, Wang T, Dong J, Lu Y. The blood-brain barriers: novel nanocarriers for central nervous system diseases. J Nanobiotechnology [Internet]. 2025 [cited 2025 Dec 7];23(1):146. Available from: https://pubmed.ncbi.nlm.nih.gov/40011926/
44. Agosti E, Zeppieri M, Antonietti S, Battaglia L, Ius T, Gagliano C, et al. Navigating the Nose-to-Brain Route: A Systematic Review on Lipid-Based Nanocarriers for Central Nervous System Disorders. Pharmaceutics [Internet]. 2024 [cited 2025 Dec 7];16(3):329. Available from: https://pubmed.ncbi.nlm.nih.gov/38543223/
45. Khwaja A. KDIGO clinical practice guidelines for acute kidney injury. Nephron Clin Pract [Internet]. 2012 [cited 2025 Dec 7];120(4):c179-84. Available from: https://pubmed.ncbi.nlm.nih.gov/22890468/ Subscription required
46. Babitt JL, Berns JS, Bozkurt B, Cheung Khedairy RS, Cuevas Y, et al. Executive Summary of the KDIGO 2026 Clinical Practice Guideline for the Management of Anemia in Chronic Kidney Disease (CKD). Kidney Int. 2026;109(1):44-56. Available from: https://pubmed.ncbi.nlm.nih.gov/41485807
47. Hariri G, Legrand M. New drugs for acute kidney injury. J Intensive Med [Internet]. 2024 [cited 2025 Dec 7];5(1):3-11. Available from: https://pubmed.ncbi.nlm.nih.gov/39872831/
48. Song S, Su W, Wang H, Hong X, Xiao Y, Zeng X. Advances in therapeutic strategies for acute kidney injury. Life Sci [Internet]. 2025 [cited 2026 Feb 7];380:123943. Available from: https://pubmed.ncbi.nlm.nih.gov/40902875/ Subscription required
49. Noel S, Kapoor R, Rabb H. New approaches to acute kidney injury. Clin Kidney J [Internet]. 2024 [cited 2025 Dec 7];17(Suppl 2):65-81. Available from: https://pubmed.ncbi.nlm.nih.gov/39583139/
50. Chaba A, Zarbock A, Forni LG, Hästbacka J, Korneva E, Landoni G, et al. Angiotensin II for catecholamine-resistant vasodilatory shock in patients with acute kidney injury: A post hoc analysis of the Athos-3 trial. Shock [Internet]. 2025 [cited 2025 Dec 7];63(1):88-93. Available from: https://pubmed.ncbi.nlm.nih.gov/39671552/ Subscription required
51. Zhou Ch, Gong J, Chen D, Wang W, Liu M, Liu B. Levosimendan for prevention of acute kidney injury after cardiac surgery: A meta-analysis of randomized controlled trials. Am J Kidney Dis [Internet]. 2016 [cited 2026 Mar 8];67(3):408-16. Available from: https://pubmed.ncbi.nlm.nih.gov/26518388/ Subscription required
52. Jawitz OK, Stebbins AS, Raman V, Alhanti B, van Diepen S, Heringlake M, et al. Association between levosimendan, postoperative AKI, and mortality in cardiac surgery: Insights from the LEVO-CTS trial. Am Heart J [Internet]. 2021 [cited 2026 Mar 8];231:18-24. Available from: https://pubmed.ncbi.nlm.nih.gov/33127531/
53. Landoni G, Lomivorotov VV, Alvaro G, Lobreglio R, Pisano A, Guarracino F, et al. Levosimendan for hemodynamic support after cardiac surgery. N Engl J Med [Internet]. 2017 [cited 2026 Mar 8];376(21):2021-31. Available from: https://pubmed.ncbi.nlm.nih.gov/28320259/
54. Zhu B, Zhao W, Li Y. Effect of levosimendan treatment in cardiac surgery: a network meta-analysis of randomized controlled trials. Front Cardiovasc Med [Internet]. 2026 [cited 2026 Aug 8];12:1673410. Available from: https://pubmed.ncbi.nlm.nih.gov/41756164/
55. ClinicalTrials.gov. A Multi-center Study to Evaluate the Safety, Tolerability and Efficacy of TIN816 in Patients at Risk for Acute Kidney Injury Following Cardiac Surgery. [Internet]. Bethesda (MD): National Library of Medicine (US); 2022 [cited 2026 Aug 29]. Available from: https://clinicaltrials.gov/study/NCT05524051
56. Poyan Mehr A, Tran MT, Ralto KM, Leaf DE, Washco V, Messmer J, et al. De novo NAD+ biosynthetic impairment in acute kidney injury in humans. Nat Med [Internet]. 2018 [cited 2026 Mar 8];24(9):1351-9. Available from: https://pubmed.ncbi.nlm.nih.gov/30127395/
57. ClinicalTrials.gov. Ravulizumab and COVID-19. Identifier: NCT04570397. [Internet]. Bethesda (MD): National Library of Medicine; [cited 2026 Aug 28]. Available from: https://clinicaltrials.gov/study/NCT04570397
58. Annane D, Pittock SJ, Kulkarni HS, Pickering BW, Khoshnevis MR, Siegel JL, et al. Intravenous ravulizumab in mechanically ventilated patients hospitalised with severe COVID-19: a phase 3, multicentre, open-label, randomised controlled trial. Lancet Respir Med [Internet]. 2023 [cited 2026 Mar 8];11(12):1051-63. Available from: https://pubmed.ncbi.nlm.nih.gov/36958364/
59. Zhang B, Zeng M, Wang Y, Li M, Wu Y, Xu R, et al. Oleic acid alleviates LPS-induced acute kidney injury by restraining inflammation and oxidative stress via the Ras/MAPKs/PPAR-γ signaling pathway. Phytomedicine [Internet]. 2022 [cited 2026 Mar 8];94:153818. Available from: https://pubmed.ncbi.nlm.nih.gov/34798521/ Subscription required
60. Caudle KE, Klein TE, Hoffman JM, Muller DJ, Whirl-Carrillo M, Gong L, et al. Incorporation of pharmacogenomics into routine clinical practice: the Clinical Pharmacogenetics Implementation Consortium (CPIC) guideline development process. Curr Drug Metab. 2014;15(2):209-17. Available from: https://pubmed.ncbi.nlm.nih.gov/24479687
61. Zhou S, Skaar DJ, Jacobson PA, Huang RS. Pharmacogenomics of medications commonly used in the Intensive Care Unit. Front Pharmacol [Internet]. 2018 [cited 2026 May 8];9:1436. Available from: https://pubmed.ncbi.nlm.nih.gov/30564130/
62. Peterson PE, Nicholson WT, Moyer AM, Arendt ChJ, Smischney NJ, Seelhammer TG, et al. Description of pharmacogenomic testing among patients admitted to the Intensive Care Unit after cardiovascular surgery. J Intensive Care Med [Internet]. 2021 [cited 2026 May 8];36(11):1281-85. Available from: https://pubmed.ncbi.nlm.nih.gov/32734840/ Subscription required
63. Shue SA, Rowe E, Bell LA, Damush T, DeLong A, Gowan T, et al. Pharmacogenomics implementation across multiple clinic settings: a qualitative evaluation. Pharmacogenomics [Internet]. 2023 [cited 2026 May 8];24(17):881-93. Available from: https://pubmed.ncbi.nlm.nih.gov/37975236/
64. Knezevic CE, Stevenson JM, Merran J, Snyder I, Restorick G, Waters Ch, Marzinke M. Implementation of integrated clinical pharmacogenomics testing at an Academic Medical Center. J Appl Lab Med [Internet]. 2025 [cited 2026 May 8];10(2):259-73. Available from: https://pubmed.ncbi.nlm.nih.gov/39657156/
65. Smith DM, Douglas MP, Aquilante ChL, Deverka PA, Devine B, Dunnenberger HM, et al. Progress in pharmacogenomics implementation in the United States: Barrier erosion and remaining challenges. Clin Pharmacol Ther [Internet]. 2025 [cited 2026 May 8];118(4):778-89. Available from: https://pubmed.ncbi.nlm.nih.gov/40468601/
66. Wang D, Bolleddula J, Coenen-Stass A, Grombacher T, Dong JQ, Scheuenpflug J, et al. Implementation of whole-exome sequencing for pharmacogenomics profiling and exploring its potential clinical utilities. Pharmacogenomics [Internet]. 2024 [cited 2026 May 8];25(4):197-206. Available from: https://pubmed.ncbi.nlm.nih.gov/38511470/
67. Burke KA, O'Sullivan J, Godfrey N, Sharma V, Hilton S, Wright SJ, et al. Development and validation of a rapid point-of-care CYP2C19 genotyping platform. J Mol Diagn [Internet]. 2025 [cited 2026 May 8];27(3):209-15. Available from: https://pubmed.ncbi.nlm.nih.gov/39725012/
68. Jethwa S, Ball M, Langlands K. Pharmacogenomic-guided opioid therapy for pain: a systematic review and meta-analysis of randomised controlled trials. Pharmacogenomics J [Internet]. 2025 [cited 2026 May 8];25(4):20. Available from: https://pubmed.ncbi.nlm.nih.gov/40651978/ Subscription required
69. Takemura M, Niki K, Okamoto Y, Kawamura T, Kohno M, Matsuda Y, Ikeda K. Comparison of the effects of OPRM1 A118G polymorphism using different opioids: A prospective study. J Pain Symptom Manage [Internet]. 2024 [cited 2026 May 8];67(1):39-49.e5. Available from: https://pubmed.ncbi.nlm.nih.gov/37757956/
70. Pinsky MR, Bedoya A, Bihorac A, Celi L, Churpek M, Economou-Zavlanos NJ, et al. Use of artificial intelligence in critical care: opportunities and obstacles. Crit Care [Internet]. 2024 [cited 2026 May 8];28(1):113. Available from: https://pubmed.ncbi.nlm.nih.gov/38589940/
71. Tungushpayev M, Suleimenova D, Sarria-Santamerra A, Aimyshev T, Gaipov A, Viderman D. The value of machine and deep learning in management of critically ill patients: An umbrella review. Int J Med Inform [Internet]. 2025 [cited 2026 May 8];204:106081. Available from: https://pubmed.ncbi.nlm.nih.gov/40795609/ Subscription required
72. Boussi Rahmouni H, Hassine NBEH, Chouchen M, Ceylan Hİ, Muntean RI, Bragazzi NL, et al. Healthcare 5.0-Driven clinical intelligence: The learn-predict-monitor-detect-correct framework for systematic artificial intelligence integration in critical care. Healthcare (Basel) [Internet]. 2025 [cited 2026 May 8];13(20):2553. Available from: https://pubmed.ncbi.nlm.nih.gov/41154232/
73. Liu X, Cruz Rivera S, Moher D, Calvert MJ, Denniston AK; SPIRIT-AI and CONSORT-AI Working Group. Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension. Nat Med [Internet]. 2020 [cited 2026 May 8];26(9):1364-74. Available from: https://pubmed.ncbi.nlm.nih.gov/32908283/
74. Vasey B, Nagendran M, Campbell B, Clifton DA, Collins GS, Denaxas S, et al. Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI. BMJ [Internet]. 2022 [cited 2026 May 8];377:e070904. Available from: https://pubmed.ncbi.nlm.nih.gov/35584845/













